From b41523deebe3eaa1e01245f3a5f39728930901e3 Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Tue, 14 Jul 2026 00:13:28 +0800
Subject: [PATCH 1/8] v1.0.5-preview.1

---
 .../components/ai-elements/conversation.tsx   |   3 +-
 .../src/components/ai-elements/tool.tsx       |   4 +-
 web/default/src/components/config-drawer.tsx  |  51 +-
 .../components/data-table/bulk-actions.tsx    |  20 +-
 .../components/data-table/data-table-page.tsx |  48 +-
 .../data-table/mobile-card-list.tsx           |  56 +-
 .../src/components/data-table/pagination.tsx  |   4 +-
 .../src/components/datetime-picker.tsx        |   4 +-
 web/default/src/components/json-editor.tsx    |   4 +-
 .../src/components/language-switcher.tsx      |  46 +-
 .../layout/components/app-header.tsx          |  14 +-
 .../components/layout/components/footer.tsx   |   6 +-
 .../layout/components/header-tools-menu.tsx   | 157 ++++
 .../layout/components/nav-group.tsx           |   2 +-
 .../layout/components/public-header.tsx       |  35 +-
 .../layout/components/section-page-layout.tsx |   2 +-
 .../components/layout/components/top-nav.tsx  |  69 +-
 web/default/src/components/password-input.tsx |   4 +-
 web/default/src/components/tag-input.tsx      |   2 +-
 web/default/src/components/theme-switch.tsx   |  56 +-
 web/default/src/components/ui/breadcrumb.tsx  |   9 +-
 web/default/src/components/ui/carousel.tsx    |   7 +-
 web/default/src/components/ui/command.tsx     |   2 +-
 .../src/components/ui/context-menu.tsx        |   2 +-
 web/default/src/components/ui/dialog.tsx      |   5 +-
 .../src/components/ui/dropdown-menu.tsx       |   2 +-
 web/default/src/components/ui/empty.tsx       |   2 +-
 web/default/src/components/ui/markdown.tsx    |  83 +-
 web/default/src/components/ui/menubar.tsx     |   2 +-
 web/default/src/components/ui/pagination.tsx  |  25 +-
 web/default/src/components/ui/sheet.tsx       |   5 +-
 web/default/src/components/ui/sidebar.tsx     |  16 +-
 web/default/src/components/ui/spinner.tsx     |   5 +-
 web/default/src/components/ui/titled-card.tsx |   7 +-
 .../channels/components/channels-columns.tsx  |   8 +-
 .../components/dialogs/codex-usage-dialog.tsx |   5 +-
 .../dialogs/ollama-models-dialog.tsx          |  49 +-
 .../dialogs/param-override-editor-dialog.tsx  | 788 +-----------------
 .../param-override-specialized-editors.tsx    | 779 +++++++++++++++++
 .../drawers/channel-editor-navigation.tsx     | 217 +++++
 .../drawers/channel-editor-state.ts           | 201 +++++
 .../drawers/channel-mutate-drawer.tsx         | 403 +--------
 .../components/numeric-spinner-input.tsx      |   6 +-
 .../components/models/log-stat-cards.tsx      |   6 +-
 .../overview/overview-dashboard.tsx           | 260 +++++-
 .../overview/overview-query-utils.test.ts     |  40 +
 .../overview/overview-query-utils.ts          |  33 +
 .../components/overview/summary-cards.tsx     |   6 +-
 .../components/overview/uptime-panel.tsx      |   2 +-
 .../dashboard/components/ui/stat-card.tsx     |   4 +-
 web/default/src/features/dashboard/index.tsx  |  92 +-
 .../home/components/sections/hero.tsx         |   2 +-
 .../keys/components/api-keys-columns.tsx      |   4 +-
 .../prefill-group-management-dialog.tsx       |  14 +-
 .../dialogs/upstream-conflict-dialog.tsx      |   8 +-
 .../models/components/models-columns.tsx      |  12 +-
 web/default/src/features/playground/api.ts    |   9 +-
 .../lib/playground-option-utils.test.ts       |   7 +
 .../playground/lib/playground-option-utils.ts |   4 +
 .../model-details-uptime-sparkline.tsx        |  20 +-
 .../components/settings-form-layout.tsx       |  66 +-
 .../components/settings-page.tsx              |  43 +-
 .../models/channel-selector-dialog.tsx        |   4 +-
 .../models/model-pricing-sheet.tsx            |   9 +
 .../models/tiered-pricing-editor.tsx          | 663 +--------------
 .../models/tiered-pricing-fields.tsx          | 116 +++
 .../models/tiered-pricing-support.tsx         | 567 +++++++++++++
 .../models/tiered-pricing-utils.ts            |  42 +
 .../users/components/users-columns.tsx        |   4 +-
 .../i18n/locales/_reports/_sync-report.json   |   8 +-
 .../locales/_reports/fr.untranslated.json     |  69 --
 .../locales/_reports/ja.untranslated.json     | 117 ---
 .../locales/_reports/ru.untranslated.json     | 117 ---
 .../locales/_reports/vi.untranslated.json     |  69 --
 web/default/src/i18n/locales/en.json          |  31 +-
 web/default/src/i18n/locales/fr.json          | 165 ++--
 web/default/src/i18n/locales/ja.json          | 261 +++---
 web/default/src/i18n/locales/ru.json          | 261 +++---
 web/default/src/i18n/locales/vi.json          | 165 ++--
 web/default/src/i18n/locales/zh.json          |  31 +-
 web/default/src/main.tsx                      |   4 -
 web/default/src/styles/index.css              |  21 +-
 web/default/src/styles/theme-presets.css      |   7 +-
 web/default/src/tanstack-table.d.ts           |   4 +
 84 files changed, 3632 insertions(+), 2950 deletions(-)
 create mode 100644 web/default/src/components/layout/components/header-tools-menu.tsx
 create mode 100644 web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx
 create mode 100644 web/default/src/features/channels/components/drawers/channel-editor-navigation.tsx
 create mode 100644 web/default/src/features/channels/components/drawers/channel-editor-state.ts
 create mode 100644 web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts
 create mode 100644 web/default/src/features/dashboard/components/overview/overview-query-utils.ts
 create mode 100644 web/default/src/features/system-settings/models/tiered-pricing-fields.tsx
 create mode 100644 web/default/src/features/system-settings/models/tiered-pricing-support.tsx
 create mode 100644 web/default/src/features/system-settings/models/tiered-pricing-utils.ts
 delete mode 100644 web/default/src/i18n/locales/_reports/fr.untranslated.json
 delete mode 100644 web/default/src/i18n/locales/_reports/ja.untranslated.json
 delete mode 100644 web/default/src/i18n/locales/_reports/ru.untranslated.json
 delete mode 100644 web/default/src/i18n/locales/_reports/vi.untranslated.json

diff --git a/web/default/src/components/ai-elements/conversation.tsx b/web/default/src/components/ai-elements/conversation.tsx
index bfbdca7..9a8248f 100644
--- a/web/default/src/components/ai-elements/conversation.tsx
+++ b/web/default/src/components/ai-elements/conversation.tsx
@@ -98,6 +98,7 @@ export const ConversationScrollButton = ({
   className,
   ...props
 }: ConversationScrollButtonProps) => {
+  const { t } = useTranslation()
   const { isAtBottom, scrollToBottom } = useStickToBottomContext()
 
   const handleScrollToBottom = useCallback(() => {
@@ -115,7 +116,7 @@ export const ConversationScrollButton = ({
         size='icon'
         type='button'
         variant='outline'
-        aria-label='Scroll to bottom'
+        aria-label={t('Scroll to bottom')}
         {...props}
       >
         <ArrowDownIcon className='size-4' aria-hidden='true' />
diff --git a/web/default/src/components/ai-elements/tool.tsx b/web/default/src/components/ai-elements/tool.tsx
index 8e41e3f..c8a0195 100644
--- a/web/default/src/components/ai-elements/tool.tsx
+++ b/web/default/src/components/ai-elements/tool.tsx
@@ -135,7 +135,7 @@ export const ToolInput = ({ className, input, ...props }: ToolInputProps) => {
   const { t } = useTranslation()
   return (
     <div className={cn('space-y-2 overflow-hidden p-4', className)} {...props}>
-      <h4 className='text-muted-foreground text-xs font-medium tracking-wide uppercase'>
+      <h4 className='text-muted-foreground text-xs font-medium uppercase'>
         {t('Parameters')}
       </h4>
       <div className='bg-muted/50 rounded-md'>
@@ -172,7 +172,7 @@ export const ToolOutput = ({
 
   return (
     <div className={cn('space-y-2 p-4', className)} {...props}>
-      <h4 className='text-muted-foreground text-xs font-medium tracking-wide uppercase'>
+      <h4 className='text-muted-foreground text-xs font-medium uppercase'>
         {errorText ? 'Error' : 'Result'}
       </h4>
       <div
diff --git a/web/default/src/components/config-drawer.tsx b/web/default/src/components/config-drawer.tsx
index be68949..2489e86 100644
--- a/web/default/src/components/config-drawer.tsx
+++ b/web/default/src/components/config-drawer.tsx
@@ -64,7 +64,17 @@ import { useSidebar } from './ui/sidebar'
 
 const Item = RadioPrimitive.Root
 
-export function ConfigDrawer() {
+type ConfigDrawerProps = {
+  open?: boolean
+  onOpenChange?: (open: boolean) => void
+  showTrigger?: boolean
+}
+
+export function ConfigDrawer({
+  open,
+  onOpenChange,
+  showTrigger = true,
+}: ConfigDrawerProps) {
   const { t } = useTranslation()
   const { setOpen } = useSidebar()
   const { resetDir } = useDirection()
@@ -81,20 +91,22 @@ export function ConfigDrawer() {
   }
 
   return (
-    <Sheet>
-      <SheetTrigger
-        render={
-          <Button
-            size='icon'
-            variant='ghost'
-            aria-label={t('Open theme settings')}
-            aria-describedby='config-drawer-description'
-            className='max-md:hidden'
-          />
-        }
-      >
-        <Palette className='size-[1.2rem]' aria-hidden='true' />
-      </SheetTrigger>
+    <Sheet open={open} onOpenChange={onOpenChange}>
+      {showTrigger ? (
+        <SheetTrigger
+          render={
+            <Button
+              size='icon'
+              variant='ghost'
+              aria-label={t('Open theme settings')}
+              aria-describedby='config-drawer-description'
+              className='max-md:hidden'
+            />
+          }
+        >
+          <Palette aria-hidden='true' />
+        </SheetTrigger>
+      ) : null}
       <SheetContent className={sideDrawerContentClassName('sm:max-w-md')}>
         <SheetHeader className={sideDrawerHeaderClassName()}>
           <SheetTitle>{t('Theme Settings')}</SheetTitle>
@@ -133,6 +145,8 @@ function SectionTitle(props: {
   onReset?: () => void
   className?: string
 }) {
+  const { t } = useTranslation()
+
   return (
     <div
       className={cn(
@@ -147,7 +161,7 @@ function SectionTitle(props: {
           variant='secondary'
           className='size-4'
           onClick={props.onReset}
-          aria-label='Reset'
+          aria-label={t('Reset')}
         >
           <RotateCcw className='size-3' aria-hidden='true' />
         </Button>
@@ -164,12 +178,13 @@ function RadioGroupItem(props: {
   }
   isTheme?: boolean
 }) {
+  const { t } = useTranslation()
   const isTheme = props.isTheme ?? false
   return (
     <Item
       value={props.item.value}
       className={cn('group outline-none', 'transition duration-200 ease-in')}
-      aria-label={`Select ${props.item.label.toLowerCase()}`}
+      aria-label={t('Select {{item}}', { item: props.item.label })}
       aria-describedby={`${props.item.value}-description`}
     >
       <div
@@ -180,7 +195,7 @@ function RadioGroupItem(props: {
         )}
         role='img'
         aria-hidden='false'
-        aria-label={`${props.item.label} option preview`}
+        aria-label={t('{{item}} option preview', { item: props.item.label })}
       >
         <CircleCheck
           className={cn(
diff --git a/web/default/src/components/data-table/bulk-actions.tsx b/web/default/src/components/data-table/bulk-actions.tsx
index 0e00414..0910a8a 100644
--- a/web/default/src/components/data-table/bulk-actions.tsx
+++ b/web/default/src/components/data-table/bulk-actions.tsx
@@ -64,7 +64,10 @@ export function DataTableBulkActions<TData>({
   // Announce selection changes to screen readers
   useEffect(() => {
     if (selectedCount > 0) {
-      const message = `${selectedCount} ${selectedEntityName} selected. Bulk actions toolbar is available.`
+      const message = t(
+        '{{count}} {{entity}} selected. Bulk actions toolbar is available.',
+        { count: selectedCount, entity: selectedEntityName }
+      )
       // eslint-disable-next-line react-hooks/set-state-in-effect
       setAnnouncement(message)
 
@@ -72,7 +75,7 @@ export function DataTableBulkActions<TData>({
       const timer = setTimeout(() => setAnnouncement(''), 3000)
       return () => clearTimeout(timer)
     }
-  }, [selectedCount, selectedEntityName])
+  }, [selectedCount, selectedEntityName, t])
 
   const handleClearSelection = () => {
     table.resetRowSelection()
@@ -159,13 +162,16 @@ export function DataTableBulkActions<TData>({
       <div
         ref={toolbarRef}
         role='toolbar'
-        aria-label={`Bulk actions for ${selectedCount} selected ${selectedEntityName}`}
+        aria-label={t('Bulk actions for {{count}} selected {{entity}}', {
+          count: selectedCount,
+          entity: selectedEntityName,
+        })}
         aria-describedby='bulk-actions-description'
         tabIndex={-1}
         onKeyDown={handleKeyDown}
         className={cn(
-          'fixed bottom-6 left-1/2 z-50 -translate-x-1/2 rounded-xl',
-          'transition-all delay-100 duration-300 ease-out hover:scale-105',
+          'fixed bottom-3 left-1/2 z-50 max-w-[calc(100vw-1rem)] -translate-x-1/2 rounded-xl sm:bottom-6',
+          'transition-all delay-100 duration-300 ease-out motion-safe:hover:scale-105',
           'focus-visible:ring-ring/50 focus-visible:ring-2 focus-visible:outline-none'
         )}
       >
@@ -174,7 +180,7 @@ export function DataTableBulkActions<TData>({
             'p-2 shadow-xl',
             'rounded-xl border',
             'bg-background/95 supports-[backdrop-filter]:bg-background/60 backdrop-blur-lg',
-            'flex items-center gap-x-2'
+            'flex max-w-full items-center gap-x-2 overflow-x-auto'
           )}
         >
           <Tooltip>
@@ -211,7 +217,7 @@ export function DataTableBulkActions<TData>({
             <Badge
               variant='default'
               className='min-w-8 rounded-lg'
-              aria-label={`${selectedCount} selected`}
+              aria-label={t('{{count}} selected', { count: selectedCount })}
             >
               {selectedCount}
             </Badge>{' '}
diff --git a/web/default/src/components/data-table/data-table-page.tsx b/web/default/src/components/data-table/data-table-page.tsx
index 27a718c..b790d15 100644
--- a/web/default/src/components/data-table/data-table-page.tsx
+++ b/web/default/src/components/data-table/data-table-page.tsx
@@ -23,7 +23,6 @@ import {
   type Row,
   type Table as TanstackTable,
 } from '@tanstack/react-table'
-import { useMediaQuery } from '@/hooks'
 import { cn } from '@/lib/utils'
 import {
   Table,
@@ -105,7 +104,8 @@ export type DataTablePageProps<TData> = {
 
   /**
    * Bulk action bar — typically a wrapped {@link DataTableBulkActions} component.
-   * Rendered only on desktop (mobile selection is uncommon).
+   * Rendered whenever the consumer provides it. Mobile lists expose the same
+   * selection cells as the desktop table.
    */
   bulkActions?: React.ReactNode
 
@@ -216,7 +216,7 @@ export type DataTablePageProps<TData> = {
  * `toolbar` / `mobile` / `renderRow` slots instead of the `*Props` variants.
  */
 export function DataTablePage<TData>(props: DataTablePageProps<TData>) {
-  const isMobile = useMediaQuery('(max-width: 640px)')
+  const [containerRef, isMobile] = useNarrowTableContainer()
   const showMobile = isMobile && !props.hideMobile
 
   const toolbarNode = renderToolbar(props)
@@ -225,16 +225,17 @@ export function DataTablePage<TData>(props: DataTablePageProps<TData>) {
 
   return (
     <>
-      <div className={cn('space-y-2.5 sm:space-y-3', props.className)}>
+      <div
+        ref={containerRef}
+        className={cn('space-y-2.5 sm:space-y-3', props.className)}
+      >
         {toolbarNode}
         {mobileNode}
         {desktopNode}
         {props.afterTable}
       </div>
 
-      {/* Bulk actions are typically a fixed-position toolbar; let the consumer
-          handle its own visibility, we just gate it to non-mobile. */}
-      {!showMobile && props.bulkActions}
+      {props.bulkActions}
 
       {props.showPagination !== false &&
         (props.paginationInFooter !== false ? (
@@ -250,6 +251,33 @@ export function DataTablePage<TData>(props: DataTablePageProps<TData>) {
   )
 }
 
+function useNarrowTableContainer() {
+  const containerRef = React.useRef<HTMLDivElement>(null)
+  const [isNarrow, setIsNarrow] = React.useState(
+    () => typeof window !== 'undefined' && window.innerWidth <= 640
+  )
+
+  React.useEffect(() => {
+    const container = containerRef.current
+    if (!container) return
+
+    const update = () =>
+      setIsNarrow(container.getBoundingClientRect().width <= 640)
+    update()
+
+    if (typeof ResizeObserver === 'undefined') {
+      window.addEventListener('resize', update)
+      return () => window.removeEventListener('resize', update)
+    }
+
+    const observer = new ResizeObserver(update)
+    observer.observe(container)
+    return () => observer.disconnect()
+  }, [])
+
+  return [containerRef, isNarrow] as const
+}
+
 function renderToolbar<TData>(
   props: DataTablePageProps<TData>
 ): React.ReactNode {
@@ -316,6 +344,7 @@ function renderDesktop<TData>(
                 <TableHead
                   key={header.id}
                   colSpan={header.colSpan}
+                  className={header.column.columnDef.meta?.className}
                   style={
                     props.applyHeaderSize
                       ? { width: header.getSize() }
@@ -381,7 +410,10 @@ function DefaultRow<TData>({
       className={className}
     >
       {row.getVisibleCells().map((cell) => (
-        <TableCell key={cell.id}>
+        <TableCell
+          key={cell.id}
+          className={cell.column.columnDef.meta?.className}
+        >
           {flexRender(cell.column.columnDef.cell, cell.getContext())}
         </TableCell>
       ))}
diff --git a/web/default/src/components/data-table/mobile-card-list.tsx b/web/default/src/components/data-table/mobile-card-list.tsx
index 8e204e1..d856f7b 100644
--- a/web/default/src/components/data-table/mobile-card-list.tsx
+++ b/web/default/src/components/data-table/mobile-card-list.tsx
@@ -124,9 +124,9 @@ function FallbackListSkeleton() {
  *                          [Actions ⋯]
  */
 function CompactRow<TData>({ row }: { row: Row<TData> }) {
-  const allCells = row
-    .getVisibleCells()
-    .filter((cell) => cell.column.id !== 'select')
+  const visibleCells = row.getVisibleCells()
+  const selectCell = visibleCells.find((cell) => cell.column.id === 'select')
+  const allCells = visibleCells.filter((cell) => cell.column.id !== 'select')
 
   const titleCell = allCells.find((c) => getCellMeta(c)?.mobileTitle)
   const badgeCell = allCells.find((c) => getCellMeta(c)?.mobileBadge)
@@ -144,13 +144,23 @@ function CompactRow<TData>({ row }: { row: Row<TData> }) {
     <>
       {/* Row 1: Title + Badge */}
       <div className='flex items-center justify-between gap-2'>
-        {titleCell && (
-          <div className='min-w-0 flex-1 overflow-hidden text-sm font-medium'>
-            {renderCellContent(titleCell)}
+        {(selectCell || titleCell) && (
+          <div className='flex min-w-0 flex-1 items-center gap-2'>
+            {selectCell && (
+              <div className='shrink-0'>{renderCellContent(selectCell)}</div>
+            )}
+            {titleCell && (
+              <div className='min-w-0 flex-1 overflow-hidden text-sm font-medium'>
+                {renderCellContent(titleCell)}
+              </div>
+            )}
           </div>
         )}
-        {badgeCell && (
-          <div className='shrink-0'>{renderCellContent(badgeCell)}</div>
+        {(badgeCell || actionsCell) && (
+          <div className='flex shrink-0 items-center gap-1'>
+            {badgeCell && renderCellContent(badgeCell)}
+            {actionsCell && renderCellContent(actionsCell)}
+          </div>
         )}
       </div>
 
@@ -174,13 +184,6 @@ function CompactRow<TData>({ row }: { row: Row<TData> }) {
           })}
         </div>
       )}
-
-      {/* Actions */}
-      {actionsCell && (
-        <div className='mt-1 -mb-0.5 flex justify-end'>
-          {renderCellContent(actionsCell)}
-        </div>
-      )}
     </>
   )
 }
@@ -190,9 +193,9 @@ function CompactRow<TData>({ row }: { row: Row<TData> }) {
  * mobileTitle/mobileBadge. Still respects mobileHidden.
  */
 function FallbackRow<TData>({ row }: { row: Row<TData> }) {
-  const allCells = row
-    .getVisibleCells()
-    .filter((cell) => cell.column.id !== 'select')
+  const visibleCells = row.getVisibleCells()
+  const selectCell = visibleCells.find((cell) => cell.column.id === 'select')
+  const allCells = visibleCells.filter((cell) => cell.column.id !== 'select')
 
   const actionsCell = allCells.find((c) => c.column.id === 'actions')
   const contentCells = allCells.filter(
@@ -201,6 +204,16 @@ function FallbackRow<TData>({ row }: { row: Row<TData> }) {
 
   return (
     <>
+      {(selectCell || actionsCell) && (
+        <div className='flex items-center justify-between gap-2'>
+          <div className='shrink-0'>
+            {selectCell ? renderCellContent(selectCell) : null}
+          </div>
+          {actionsCell && (
+            <div className='shrink-0'>{renderCellContent(actionsCell)}</div>
+          )}
+        </div>
+      )}
       {contentCells.map((cell) => {
         const label = getCellLabel(cell)
         const content = renderCellContent(cell)
@@ -227,11 +240,6 @@ function FallbackRow<TData>({ row }: { row: Row<TData> }) {
           </div>
         )
       })}
-      {actionsCell && (
-        <div className='-mb-0.5 flex justify-end pt-0.5'>
-          {renderCellContent(actionsCell)}
-        </div>
-      )}
     </>
   )
 }
@@ -303,7 +311,7 @@ export function MobileCardList<TData>(props: MobileCardListProps<TData>) {
             key={key}
             data-state={row.getIsSelected() ? 'selected' : undefined}
             className={cn(
-              'bg-card px-3 py-2.5 transition-colors data-[state=selected]:bg-muted',
+              'bg-card data-[state=selected]:bg-muted px-3 py-2.5 transition-colors',
               getRowClassName?.(row)
             )}
           >
diff --git a/web/default/src/components/data-table/pagination.tsx b/web/default/src/components/data-table/pagination.tsx
index 23f546a..821f544 100644
--- a/web/default/src/components/data-table/pagination.tsx
+++ b/web/default/src/components/data-table/pagination.tsx
@@ -132,7 +132,9 @@ export function DataTablePagination<TData>({
                   className='h-8 min-w-8 px-2'
                   onClick={() => table.setPageIndex((pageNumber as number) - 1)}
                 >
-                  <span className='sr-only'>Go to page {pageNumber}</span>
+                  <span className='sr-only'>
+                    {t('Go to page {{page}}', { page: pageNumber })}
+                  </span>
                   {pageNumber}
                 </Button>
               )}
diff --git a/web/default/src/components/datetime-picker.tsx b/web/default/src/components/datetime-picker.tsx
index 8231aaf..0b05839 100644
--- a/web/default/src/components/datetime-picker.tsx
+++ b/web/default/src/components/datetime-picker.tsx
@@ -63,6 +63,8 @@ export function DateTimePicker({
   const [time, setTime] = React.useState<string>('00:00')
 
   React.useEffect(() => {
+    // Keep the editable draft synchronized with the controlled value.
+    // eslint-disable-next-line react-hooks/set-state-in-effect
     setDate(value)
     setMonth(value)
     if (value) {
@@ -151,7 +153,7 @@ export function DateTimePicker({
           size='icon'
           onClick={handleClear}
           className='shrink-0'
-          aria-label='Clear'
+          aria-label={t('Clear')}
         >
           <span aria-hidden='true'>✕</span>
         </Button>
diff --git a/web/default/src/components/json-editor.tsx b/web/default/src/components/json-editor.tsx
index fc1d3b6..2129cb8 100644
--- a/web/default/src/components/json-editor.tsx
+++ b/web/default/src/components/json-editor.tsx
@@ -89,6 +89,8 @@ export function JsonEditor({
   // Parse JSON to rows when value changes externally
   useEffect(() => {
     if (value !== jsonValue) {
+      // External updates replace the local visual/JSON draft together.
+      // eslint-disable-next-line react-hooks/set-state-in-effect
       setJsonValue(value)
       parseJsonToRows(value)
     }
@@ -255,7 +257,7 @@ export function JsonEditor({
                     type='button'
                     variant='ghost'
                     size='icon'
-                    aria-label='Delete row'
+                    aria-label={t('Delete row')}
                     onClick={() => handleDeleteRow(row.id)}
                     disabled={disabled}
                     className='h-10 w-10'
diff --git a/web/default/src/components/language-switcher.tsx b/web/default/src/components/language-switcher.tsx
index cc7a53c..d87b1bf 100644
--- a/web/default/src/components/language-switcher.tsx
+++ b/web/default/src/components/language-switcher.tsx
@@ -30,12 +30,13 @@ import { Button } from '@/components/ui/button'
 import {
   DropdownMenu,
   DropdownMenuContent,
+  DropdownMenuGroup,
   DropdownMenuItem,
   DropdownMenuTrigger,
 } from '@/components/ui/dropdown-menu'
 
-export function LanguageSwitcher() {
-  const { i18n, t } = useTranslation()
+export function LanguageMenuGroup() {
+  const { i18n } = useTranslation()
   const user = useAuthStore((s) => s.auth.user)
   const currentLanguage = normalizeInterfaceLanguage(i18n.language)
 
@@ -53,30 +54,37 @@ export function LanguageSwitcher() {
     [i18n, user]
   )
 
+  return (
+    <DropdownMenuGroup>
+      {INTERFACE_LANGUAGE_OPTIONS.map((lang) => (
+        <DropdownMenuItem
+          key={lang.code}
+          onClick={() => handleChangeLanguage(lang.code)}
+        >
+          {lang.label}
+          <Check
+            className={cn('ms-auto', currentLanguage !== lang.code && 'hidden')}
+            aria-hidden='true'
+          />
+        </DropdownMenuItem>
+      ))}
+    </DropdownMenuGroup>
+  )
+}
+
+export function LanguageSwitcher() {
+  const { t } = useTranslation()
+
   return (
     <DropdownMenu modal={false}>
       <DropdownMenuTrigger
-        render={<Button variant='ghost' size='icon' className='h-9 w-9' />}
+        render={<Button variant='ghost' size='icon' className='size-9' />}
       >
-        <Languages className='size-[1.2rem]' />
+        <Languages aria-hidden='true' />
         <span className='sr-only'>{t('Change language')}</span>
       </DropdownMenuTrigger>
       <DropdownMenuContent align='end'>
-        {INTERFACE_LANGUAGE_OPTIONS.map((lang) => (
-          <DropdownMenuItem
-            key={lang.code}
-            onClick={() => handleChangeLanguage(lang.code)}
-          >
-            {lang.label}
-            <Check
-              size={14}
-              className={cn(
-                'ms-auto',
-                currentLanguage !== lang.code && 'hidden'
-              )}
-            />
-          </DropdownMenuItem>
-        ))}
+        <LanguageMenuGroup />
       </DropdownMenuContent>
     </DropdownMenu>
   )
diff --git a/web/default/src/components/layout/components/app-header.tsx b/web/default/src/components/layout/components/app-header.tsx
index 75b8230..8343e59 100644
--- a/web/default/src/components/layout/components/app-header.tsx
+++ b/web/default/src/components/layout/components/app-header.tsx
@@ -26,6 +26,7 @@ import { Search } from '@/components/search'
 import { defaultTopNavLinks } from '../config/top-nav.config'
 import { type TopNavLink } from '../types'
 import { Header } from './header'
+import { HeaderToolsMenu } from './header-tools-menu'
 import { SystemBrand } from './system-brand'
 import { TopNav } from './top-nav'
 
@@ -120,8 +121,8 @@ export function AppHeader({
 
         {rightContent ?? (
           <div className='ms-auto flex items-center gap-1 sm:gap-2'>
-            {showTopNav && (
-              <div className='me-1 hidden lg:block'>
+            {showTopNav && links.length > 0 && (
+              <div className='me-1'>
                 <TopNav links={links} />
               </div>
             )}
@@ -139,8 +140,13 @@ export function AppHeader({
                 loading={notifications.loading}
               />
             )}
-            <LanguageSwitcher />
-            {showConfigDrawer && <ConfigDrawer />}
+            <div className='hidden items-center md:flex'>
+              <LanguageSwitcher />
+              {showConfigDrawer && <ConfigDrawer />}
+            </div>
+            <div className='md:hidden'>
+              <HeaderToolsMenu showConfigDrawer={showConfigDrawer} />
+            </div>
             {showProfileDropdown && <ProfileDropdown />}
           </div>
         )}
diff --git a/web/default/src/components/layout/components/footer.tsx b/web/default/src/components/layout/components/footer.tsx
index fd289b5..eae25bf 100644
--- a/web/default/src/components/layout/components/footer.tsx
+++ b/web/default/src/components/layout/components/footer.tsx
@@ -260,13 +260,13 @@ export function Footer(props: FooterProps) {
                 alt={displayName}
                 className='size-7 rounded-lg object-contain'
               />
-              <span className='font-serif text-base font-bold tracking-[-0.01em]'>
+              <span className='font-serif text-base font-bold'>
                 {displayName}
               </span>
             </Link>
             <div className='mt-3 flex items-center gap-2'>
               <span className='h-px w-6 bg-emerald-500/70' />
-              <span className='text-muted-foreground/60 text-[10px] font-semibold tracking-[0.24em] uppercase'>
+              <span className='text-muted-foreground/60 text-[10px] font-semibold uppercase'>
                 {t('AI Models · Agents governance')}
               </span>
             </div>
@@ -280,7 +280,7 @@ export function Footer(props: FooterProps) {
             <div className='grid grid-cols-3 gap-8 md:gap-16'>
               {displayColumns.map((column, index) => (
                 <div key={index}>
-                  <p className='text-muted-foreground/50 mb-3 text-xs font-medium tracking-wider uppercase'>
+                  <p className='text-muted-foreground/50 mb-3 text-xs font-medium uppercase'>
                     {t(column.title)}
                   </p>
                   <ul className='space-y-2.5'>
diff --git a/web/default/src/components/layout/components/header-tools-menu.tsx b/web/default/src/components/layout/components/header-tools-menu.tsx
new file mode 100644
index 0000000..967b093
--- /dev/null
+++ b/web/default/src/components/layout/components/header-tools-menu.tsx
@@ -0,0 +1,157 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import { useState } from 'react'
+import { Ellipsis, Languages, Palette, SunMoon } from 'lucide-react'
+import { useTranslation } from 'react-i18next'
+import { IconGithub } from '@/assets/brand-icons'
+import { Button } from '@/components/ui/button'
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuGroup,
+  DropdownMenuItem,
+  DropdownMenuSub,
+  DropdownMenuSubContent,
+  DropdownMenuSubTrigger,
+  DropdownMenuTrigger,
+} from '@/components/ui/dropdown-menu'
+import { ConfigDrawer } from '@/components/config-drawer'
+import { LanguageMenuGroup } from '@/components/language-switcher'
+import { ThemeMenuGroup } from '@/components/theme-switch'
+
+type HeaderToolsMenuProps = {
+  showConfigDrawer: boolean
+}
+
+export function HeaderToolsMenu({ showConfigDrawer }: HeaderToolsMenuProps) {
+  const { t } = useTranslation()
+  const [configOpen, setConfigOpen] = useState(false)
+
+  return (
+    <>
+      <DropdownMenu modal={false}>
+        <DropdownMenuTrigger
+          render={
+            <Button
+              size='icon-sm'
+              variant='ghost'
+              aria-label={t('Open menu')}
+            />
+          }
+        >
+          <Ellipsis aria-hidden='true' />
+          <span className='sr-only'>{t('Open menu')}</span>
+        </DropdownMenuTrigger>
+        <DropdownMenuContent align='end'>
+          <DropdownMenuGroup>
+            <DropdownMenuSub>
+              <DropdownMenuSubTrigger>
+                <Languages aria-hidden='true' />
+                {t('Change language')}
+              </DropdownMenuSubTrigger>
+              <DropdownMenuSubContent side='left'>
+                <LanguageMenuGroup />
+              </DropdownMenuSubContent>
+            </DropdownMenuSub>
+            {showConfigDrawer ? (
+              <DropdownMenuItem onClick={() => setConfigOpen(true)}>
+                <Palette aria-hidden='true' />
+                {t('Theme Settings')}
+              </DropdownMenuItem>
+            ) : null}
+          </DropdownMenuGroup>
+        </DropdownMenuContent>
+      </DropdownMenu>
+
+      {showConfigDrawer ? (
+        <ConfigDrawer
+          open={configOpen}
+          onOpenChange={setConfigOpen}
+          showTrigger={false}
+        />
+      ) : null}
+    </>
+  )
+}
+
+type PublicHeaderToolsMenuProps = {
+  githubUrl: string
+  showLanguageSwitcher: boolean
+  showThemeSwitch: boolean
+}
+
+export function PublicHeaderToolsMenu({
+  githubUrl,
+  showLanguageSwitcher,
+  showThemeSwitch,
+}: PublicHeaderToolsMenuProps) {
+  const { t } = useTranslation()
+
+  return (
+    <DropdownMenu modal={false}>
+      <DropdownMenuTrigger
+        render={
+          <Button
+            size='icon'
+            variant='ghost'
+            className='size-9'
+            aria-label={t('Open menu')}
+          />
+        }
+      >
+        <Ellipsis aria-hidden='true' />
+        <span className='sr-only'>{t('Open menu')}</span>
+      </DropdownMenuTrigger>
+      <DropdownMenuContent align='end'>
+        <DropdownMenuGroup>
+          <DropdownMenuItem
+            render={
+              <a href={githubUrl} target='_blank' rel='noopener noreferrer' />
+            }
+          >
+            <IconGithub aria-hidden='true' />
+            GitHub
+          </DropdownMenuItem>
+          {showLanguageSwitcher ? (
+            <DropdownMenuSub>
+              <DropdownMenuSubTrigger>
+                <Languages aria-hidden='true' />
+                {t('Change language')}
+              </DropdownMenuSubTrigger>
+              <DropdownMenuSubContent side='left'>
+                <LanguageMenuGroup />
+              </DropdownMenuSubContent>
+            </DropdownMenuSub>
+          ) : null}
+          {showThemeSwitch ? (
+            <DropdownMenuSub>
+              <DropdownMenuSubTrigger>
+                <SunMoon aria-hidden='true' />
+                {t('Theme')}
+              </DropdownMenuSubTrigger>
+              <DropdownMenuSubContent side='left'>
+                <ThemeMenuGroup />
+              </DropdownMenuSubContent>
+            </DropdownMenuSub>
+          ) : null}
+        </DropdownMenuGroup>
+      </DropdownMenuContent>
+    </DropdownMenu>
+  )
+}
diff --git a/web/default/src/components/layout/components/nav-group.tsx b/web/default/src/components/layout/components/nav-group.tsx
index d9f318f..43dda6a 100644
--- a/web/default/src/components/layout/components/nav-group.tsx
+++ b/web/default/src/components/layout/components/nav-group.tsx
@@ -64,7 +64,7 @@ export function NavGroup({ title, items }: NavGroupProps) {
 
   return (
     <SidebarGroup className='px-2 py-1'>
-      <SidebarGroupLabel className='text-muted-foreground/70 px-2 text-[11px] font-medium tracking-wider uppercase'>
+      <SidebarGroupLabel className='text-muted-foreground/70 px-2 text-[11px] font-medium uppercase'>
         {title}
       </SidebarGroupLabel>
       <SidebarMenu>
diff --git a/web/default/src/components/layout/components/public-header.tsx b/web/default/src/components/layout/components/public-header.tsx
index f66ef77..da36b01 100644
--- a/web/default/src/components/layout/components/public-header.tsx
+++ b/web/default/src/components/layout/components/public-header.tsx
@@ -42,6 +42,7 @@ import { ThemeSwitch } from '@/components/theme-switch'
 import { defaultTopNavLinks } from '../config/top-nav.config'
 import type { TopNavLink } from '../types'
 import { HeaderLogo } from './header-logo'
+import { PublicHeaderToolsMenu } from './header-tools-menu'
 
 const AUTH_PROMPT_SECONDS = 5
 const MAX_API_GITHUB_URL = 'https://github.com/MAX-API-Next/MAX-API'
@@ -191,7 +192,7 @@ export function PublicHeader(props: PublicHeaderProps) {
         <div
           className={cn(
             'pointer-events-auto mx-auto transition-all duration-700 ease-[cubic-bezier(0.16,1,0.3,1)]',
-            scrolled ? 'max-w-[52rem] px-3 pt-1' : 'max-w-7xl px-4 pt-0 md:px-6'
+            scrolled ? 'max-w-[52rem] px-3 pt-1' : 'max-w-7xl px-4 pt-0 lg:px-6'
           )}
         >
           <nav
@@ -199,7 +200,7 @@ export function PublicHeader(props: PublicHeaderProps) {
               'flex items-center justify-between transition-all duration-700 ease-[cubic-bezier(0.16,1,0.3,1)]',
               scrolled
                 ? 'bg-background/72 ring-border/50 dark:bg-background/72 h-12 rounded-xl pr-1.5 pl-4 shadow-[0_2px_16px_-6px_rgba(0,0,0,0.08),0_0_0_0.5px_rgba(0,0,0,0.02)] ring-[0.5px] backdrop-blur-2xl dark:shadow-[0_2px_16px_-6px_rgba(0,0,0,0.4)]'
-                : 'h-16 rounded-none px-2 md:h-12 md:rounded-xl md:border md:border-slate-300/45 md:bg-white/54 md:px-4 md:shadow-sm md:backdrop-blur-xl md:dark:border-white/10 md:dark:bg-white/[0.055]'
+                : 'bg-background/72 h-16 rounded-none px-2 shadow-sm backdrop-blur-xl lg:h-12 lg:rounded-xl lg:border lg:border-slate-300/45 lg:bg-white/54 lg:px-4 lg:dark:border-white/10 lg:dark:bg-white/[0.055]'
             )}
           >
             {/* Logo */}
@@ -221,13 +222,13 @@ export function PublicHeader(props: PublicHeaderProps) {
                   />
                 )}
               </div>
-              <span className='font-serif text-[15px] font-bold tracking-[-0.01em]'>
+              <span className='font-serif text-[15px] font-bold'>
                 {loading ? <Skeleton className='h-4 w-16' /> : displaySiteName}
               </span>
             </Link>
 
             {/* Desktop nav */}
-            <div className='hidden items-center gap-0.5 sm:flex'>
+            <div className='hidden items-center gap-0.5 lg:flex'>
               {links.map((link, i) => {
                 const isActive = pathname === link.href
                 if (link.external) {
@@ -308,9 +309,25 @@ export function PublicHeader(props: PublicHeaderProps) {
             </div>
 
             {/* Mobile: compact actions + hamburger */}
-            <div className='flex items-center gap-2 sm:hidden'>
-              <GitHubLinkButton className='size-9' />
-              {showThemeSwitch && <ThemeSwitch />}
+            <div className='flex items-center gap-1 lg:hidden'>
+              {showNotifications && (
+                <NotificationPopover
+                  open={notifications.popoverOpen}
+                  onOpenChange={notifications.setPopoverOpen}
+                  onCloseForToday={notifications.closeForToday}
+                  unreadCount={notifications.unreadCount}
+                  activeTab={notifications.activeTab}
+                  onTabChange={notifications.setActiveTab}
+                  notice={notifications.notice}
+                  announcements={notifications.announcements}
+                  loading={notifications.loading}
+                />
+              )}
+              <PublicHeaderToolsMenu
+                githubUrl={MAX_API_GITHUB_URL}
+                showLanguageSwitcher={showLanguageSwitcher}
+                showThemeSwitch={showThemeSwitch}
+              />
               {showAuthButtons && !loading && isAuthenticated && (
                 <ProfileDropdown />
               )}
@@ -351,7 +368,7 @@ export function PublicHeader(props: PublicHeaderProps) {
       {/* Mobile full-screen overlay */}
       <div
         className={cn(
-          'bg-background/98 fixed inset-0 z-40 backdrop-blur-2xl transition-all duration-500 ease-[cubic-bezier(0.16,1,0.3,1)] sm:pointer-events-none sm:hidden',
+          'bg-background/98 fixed inset-0 z-40 backdrop-blur-2xl transition-all duration-500 ease-[cubic-bezier(0.16,1,0.3,1)] lg:pointer-events-none lg:hidden',
           mobileOpen
             ? 'pointer-events-auto opacity-100'
             : 'pointer-events-none opacity-0'
@@ -362,7 +379,7 @@ export function PublicHeader(props: PublicHeaderProps) {
             {links.map((link, i) => {
               const isActive = pathname === link.href
               const linkClassName = cn(
-                'flex items-center gap-3 py-3 text-base font-medium tracking-tight transition-all duration-500 ease-[cubic-bezier(0.16,1,0.3,1)]',
+                'flex items-center gap-3 py-3 text-base font-medium transition-all duration-500 ease-[cubic-bezier(0.16,1,0.3,1)]',
                 mobileOpen
                   ? 'translate-y-0 opacity-100'
                   : 'translate-y-4 opacity-0',
diff --git a/web/default/src/components/layout/components/section-page-layout.tsx b/web/default/src/components/layout/components/section-page-layout.tsx
index 7e761bd..a6da60c 100644
--- a/web/default/src/components/layout/components/section-page-layout.tsx
+++ b/web/default/src/components/layout/components/section-page-layout.tsx
@@ -83,7 +83,7 @@ export function SectionPageLayout(props: SectionPageLayoutProps) {
           )}
           <div className='flex flex-wrap items-center justify-between gap-x-3 gap-y-2 sm:gap-x-4'>
             <div className='min-w-0 flex-1'>
-              <h2 className='truncate text-base font-bold tracking-tight sm:text-lg'>
+              <h2 className='truncate text-base font-bold sm:text-lg'>
                 {title}
               </h2>
             </div>
diff --git a/web/default/src/components/layout/components/top-nav.tsx b/web/default/src/components/layout/components/top-nav.tsx
index e4ca39c..b725d42 100644
--- a/web/default/src/components/layout/components/top-nav.tsx
+++ b/web/default/src/components/layout/components/top-nav.tsx
@@ -19,11 +19,13 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 import { useMemo } from 'react'
 import { Link } from '@tanstack/react-router'
 import { Menu } from 'lucide-react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { Button } from '@/components/ui/button'
 import {
   DropdownMenu,
   DropdownMenuContent,
+  DropdownMenuGroup,
   DropdownMenuItem,
   DropdownMenuTrigger,
 } from '@/components/ui/dropdown-menu'
@@ -38,6 +40,7 @@ type TopNavProps = React.HTMLAttributes<HTMLElement> & {
  * 在大屏幕显示水平导航，在小屏幕显示下拉菜单
  */
 export function TopNav({ className, links, ...props }: TopNavProps) {
+  const { t } = useTranslation()
   // 规范化链接，确保所有可选属性都有默认值
   const normalizedLinks = useMemo(
     () =>
@@ -56,38 +59,48 @@ export function TopNav({ className, links, ...props }: TopNavProps) {
       <div className='lg:hidden'>
         <DropdownMenu modal={false}>
           <DropdownMenuTrigger
-            render={<Button size='icon' variant='outline' className='size-7' />}
+            render={
+              <Button
+                size='icon-sm'
+                variant='outline'
+                aria-label={t('Toggle navigation menu')}
+              />
+            }
           >
             <Menu />
+            <span className='sr-only'>{t('Toggle navigation menu')}</span>
           </DropdownMenuTrigger>
           <DropdownMenuContent side='bottom' align='start'>
-            {normalizedLinks.map(
-              ({ title, href, isActive, disabled, external }) => (
-                <DropdownMenuItem
-                  key={`${title}-${href}`}
-                  render={
-                    external ? (
-                      <a
-                        href={href}
-                        target='_blank'
-                        rel='noopener noreferrer'
-                        className={!isActive ? 'text-muted-foreground' : ''}
-                      >
-                        {title}
-                      </a>
-                    ) : (
-                      <Link
-                        to={href}
-                        className={!isActive ? 'text-muted-foreground' : ''}
-                        disabled={disabled}
-                      >
-                        {title}
-                      </Link>
-                    )
-                  }
-                ></DropdownMenuItem>
-              )
-            )}
+            <DropdownMenuGroup>
+              {normalizedLinks.map(
+                ({ title, href, isActive, disabled, external }) => (
+                  <DropdownMenuItem
+                    key={`${title}-${href}`}
+                    disabled={disabled}
+                    render={
+                      external ? (
+                        <a
+                          href={href}
+                          target='_blank'
+                          rel='noopener noreferrer'
+                          className={!isActive ? 'text-muted-foreground' : ''}
+                        >
+                          {title}
+                        </a>
+                      ) : (
+                        <Link
+                          to={href}
+                          className={!isActive ? 'text-muted-foreground' : ''}
+                          disabled={disabled}
+                        >
+                          {title}
+                        </Link>
+                      )
+                    }
+                  />
+                )
+              )}
+            </DropdownMenuGroup>
           </DropdownMenuContent>
         </DropdownMenu>
       </div>
diff --git a/web/default/src/components/password-input.tsx b/web/default/src/components/password-input.tsx
index e879a4f..ba92b08 100644
--- a/web/default/src/components/password-input.tsx
+++ b/web/default/src/components/password-input.tsx
@@ -18,6 +18,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 */
 import * as React from 'react'
 import { Eye, EyeOff } from 'lucide-react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { Button } from './ui/button'
 import { Input } from './ui/input'
@@ -35,6 +36,7 @@ export function PasswordInput({
   ref,
   ...props
 }: PasswordInputProps) {
+  const { t } = useTranslation()
   const [showPassword, setShowPassword] = React.useState(false)
 
   return (
@@ -52,7 +54,7 @@ export function PasswordInput({
         disabled={disabled}
         className='text-muted-foreground absolute end-1 top-1/2 h-6 w-6 -translate-y-1/2 rounded-md'
         onClick={() => setShowPassword((prev) => !prev)}
-        aria-label='Toggle password visibility'
+        aria-label={t('Toggle password visibility')}
       >
         {showPassword ? (
           <Eye size={18} aria-hidden='true' />
diff --git a/web/default/src/components/tag-input.tsx b/web/default/src/components/tag-input.tsx
index 43792a9..c4257ec 100644
--- a/web/default/src/components/tag-input.tsx
+++ b/web/default/src/components/tag-input.tsx
@@ -86,7 +86,7 @@ export function TagInput({
               type='button'
               variant='ghost'
               size='icon-sm'
-              aria-label='Remove tag'
+              aria-label={t('Remove tag')}
               onClick={(e) => {
                 e.stopPropagation()
                 removeTag(tag)
diff --git a/web/default/src/components/theme-switch.tsx b/web/default/src/components/theme-switch.tsx
index 7de9119..fb1ada9 100644
--- a/web/default/src/components/theme-switch.tsx
+++ b/web/default/src/components/theme-switch.tsx
@@ -25,14 +25,46 @@ import { Button } from '@/components/ui/button'
 import {
   DropdownMenu,
   DropdownMenuContent,
+  DropdownMenuGroup,
   DropdownMenuItem,
   DropdownMenuTrigger,
 } from '@/components/ui/dropdown-menu'
 
-export function ThemeSwitch() {
+export function ThemeMenuGroup() {
   const { t } = useTranslation()
   const { theme, setTheme } = useTheme()
 
+  return (
+    <DropdownMenuGroup>
+      <DropdownMenuItem onClick={() => setTheme('light')}>
+        {t('Light')}
+        <Check
+          className={cn('ms-auto', theme !== 'light' && 'hidden')}
+          aria-hidden='true'
+        />
+      </DropdownMenuItem>
+      <DropdownMenuItem onClick={() => setTheme('dark')}>
+        {t('Dark')}
+        <Check
+          className={cn('ms-auto', theme !== 'dark' && 'hidden')}
+          aria-hidden='true'
+        />
+      </DropdownMenuItem>
+      <DropdownMenuItem onClick={() => setTheme('system')}>
+        {t('System')}
+        <Check
+          className={cn('ms-auto', theme !== 'system' && 'hidden')}
+          aria-hidden='true'
+        />
+      </DropdownMenuItem>
+    </DropdownMenuGroup>
+  )
+}
+
+export function ThemeSwitch() {
+  const { t } = useTranslation()
+  const { theme } = useTheme()
+
   /* Update theme-color meta tag
    * when theme is updated */
   useEffect(() => {
@@ -51,27 +83,7 @@ export function ThemeSwitch() {
         <span className='sr-only'>{t('Toggle theme')}</span>
       </DropdownMenuTrigger>
       <DropdownMenuContent align='end'>
-        <DropdownMenuItem onClick={() => setTheme('light')}>
-          {t('Light')}{' '}
-          <Check
-            size={14}
-            className={cn('ms-auto', theme !== 'light' && 'hidden')}
-          />
-        </DropdownMenuItem>
-        <DropdownMenuItem onClick={() => setTheme('dark')}>
-          {t('Dark')}
-          <Check
-            size={14}
-            className={cn('ms-auto', theme !== 'dark' && 'hidden')}
-          />
-        </DropdownMenuItem>
-        <DropdownMenuItem onClick={() => setTheme('system')}>
-          {t('System')}
-          <Check
-            size={14}
-            className={cn('ms-auto', theme !== 'system' && 'hidden')}
-          />
-        </DropdownMenuItem>
+        <ThemeMenuGroup />
       </DropdownMenuContent>
     </DropdownMenu>
   )
diff --git a/web/default/src/components/ui/breadcrumb.tsx b/web/default/src/components/ui/breadcrumb.tsx
index 439b40d..16ed42f 100644
--- a/web/default/src/components/ui/breadcrumb.tsx
+++ b/web/default/src/components/ui/breadcrumb.tsx
@@ -24,12 +24,15 @@ import {
   MoreHorizontalCircle01Icon,
 } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 
 function Breadcrumb({ className, ...props }: React.ComponentProps<'nav'>) {
+  const { t } = useTranslation()
+
   return (
     <nav
-      aria-label='breadcrumb'
+      aria-label={t('Breadcrumb')}
       data-slot='breadcrumb'
       className={cn(className)}
       {...props}
@@ -115,6 +118,8 @@ function BreadcrumbEllipsis({
   className,
   ...props
 }: React.ComponentProps<'span'>) {
+  const { t } = useTranslation()
+
   return (
     <span
       data-slot='breadcrumb-ellipsis'
@@ -127,7 +132,7 @@ function BreadcrumbEllipsis({
       {...props}
     >
       <HugeiconsIcon icon={MoreHorizontalCircle01Icon} strokeWidth={2} />
-      <span className='sr-only'>More</span>
+      <span className='sr-only'>{t('More')}</span>
     </span>
   )
 }
diff --git a/web/default/src/components/ui/carousel.tsx b/web/default/src/components/ui/carousel.tsx
index d4b6cc3..dfda8f6 100644
--- a/web/default/src/components/ui/carousel.tsx
+++ b/web/default/src/components/ui/carousel.tsx
@@ -24,6 +24,7 @@ import { HugeiconsIcon } from '@hugeicons/react'
 import useEmblaCarousel, {
   type UseEmblaCarouselType,
 } from 'embla-carousel-react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { Button } from '@/components/ui/button'
 
@@ -195,6 +196,7 @@ function CarouselPrevious({
   size = 'icon-sm',
   ...props
 }: React.ComponentProps<typeof Button>) {
+  const { t } = useTranslation()
   const { orientation, scrollPrev, canScrollPrev } = useCarousel()
 
   return (
@@ -214,7 +216,7 @@ function CarouselPrevious({
       {...props}
     >
       <HugeiconsIcon icon={ArrowLeft01Icon} strokeWidth={2} />
-      <span className='sr-only'>Previous slide</span>
+      <span className='sr-only'>{t('Previous slide')}</span>
     </Button>
   )
 }
@@ -225,6 +227,7 @@ function CarouselNext({
   size = 'icon-sm',
   ...props
 }: React.ComponentProps<typeof Button>) {
+  const { t } = useTranslation()
   const { orientation, scrollNext, canScrollNext } = useCarousel()
 
   return (
@@ -244,7 +247,7 @@ function CarouselNext({
       {...props}
     >
       <HugeiconsIcon icon={ArrowRight01Icon} strokeWidth={2} />
-      <span className='sr-only'>Next slide</span>
+      <span className='sr-only'>{t('Next slide')}</span>
     </Button>
   )
 }
diff --git a/web/default/src/components/ui/command.tsx b/web/default/src/components/ui/command.tsx
index b2dda2b..d802199 100644
--- a/web/default/src/components/ui/command.tsx
+++ b/web/default/src/components/ui/command.tsx
@@ -198,7 +198,7 @@ function CommandShortcut({
     <span
       data-slot='command-shortcut'
       className={cn(
-        'text-muted-foreground group-data-selected/command-item:text-foreground ml-auto text-xs tracking-widest',
+        'text-muted-foreground group-data-selected/command-item:text-foreground text-xsst ml-auto',
         className
       )}
       {...props}
diff --git a/web/default/src/components/ui/context-menu.tsx b/web/default/src/components/ui/context-menu.tsx
index c897610..9ddfa85 100644
--- a/web/default/src/components/ui/context-menu.tsx
+++ b/web/default/src/components/ui/context-menu.tsx
@@ -267,7 +267,7 @@ function ContextMenuShortcut({
     <span
       data-slot='context-menu-shortcut'
       className={cn(
-        'text-muted-foreground group-focus/context-menu-item:text-accent-foreground ml-auto text-xs tracking-widest',
+        'text-muted-foreground group-focus/context-menu-item:text-accent-foreground text-xsst ml-auto',
         className
       )}
       {...props}
diff --git a/web/default/src/components/ui/dialog.tsx b/web/default/src/components/ui/dialog.tsx
index 7df3f3b..af6b08e 100644
--- a/web/default/src/components/ui/dialog.tsx
+++ b/web/default/src/components/ui/dialog.tsx
@@ -20,6 +20,7 @@ import * as React from 'react'
 import { Dialog as DialogPrimitive } from '@base-ui/react/dialog'
 import { Cancel01Icon } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { Button } from '@/components/ui/button'
 
@@ -63,6 +64,8 @@ function DialogContent({
 }: DialogPrimitive.Popup.Props & {
   showCloseButton?: boolean
 }) {
+  const { t } = useTranslation()
+
   return (
     <DialogPortal>
       <DialogOverlay />
@@ -87,7 +90,7 @@ function DialogContent({
             }
           >
             <HugeiconsIcon icon={Cancel01Icon} strokeWidth={2} />
-            <span className='sr-only'>Close</span>
+            <span className='sr-only'>{t('Close')}</span>
           </DialogPrimitive.Close>
         )}
       </DialogPrimitive.Popup>
diff --git a/web/default/src/components/ui/dropdown-menu.tsx b/web/default/src/components/ui/dropdown-menu.tsx
index cf6384f..a17ea17 100644
--- a/web/default/src/components/ui/dropdown-menu.tsx
+++ b/web/default/src/components/ui/dropdown-menu.tsx
@@ -280,7 +280,7 @@ function DropdownMenuShortcut({
     <span
       data-slot='dropdown-menu-shortcut'
       className={cn(
-        'text-muted-foreground group-focus/dropdown-menu-item:text-accent-foreground ml-auto text-xs tracking-widest',
+        'text-muted-foreground group-focus/dropdown-menu-item:text-accent-foreground text-xsst ml-auto',
         className
       )}
       {...props}
diff --git a/web/default/src/components/ui/empty.tsx b/web/default/src/components/ui/empty.tsx
index 2eeb39c..23811b1 100644
--- a/web/default/src/components/ui/empty.tsx
+++ b/web/default/src/components/ui/empty.tsx
@@ -76,7 +76,7 @@ function EmptyTitle({ className, ...props }: React.ComponentProps<'div'>) {
   return (
     <div
       data-slot='empty-title'
-      className={cn('text-sm font-medium tracking-tight', className)}
+      className={cn('text-sm font-medium', className)}
       {...props}
     />
   )
diff --git a/web/default/src/components/ui/markdown.tsx b/web/default/src/components/ui/markdown.tsx
index aa63caa..7a9d06e 100644
--- a/web/default/src/components/ui/markdown.tsx
+++ b/web/default/src/components/ui/markdown.tsx
@@ -16,10 +16,10 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
+import { useMemo } from 'react'
 import * as katex from 'katex'
 import 'katex/dist/katex.min.css'
 import { Marked, Renderer, type MarkedExtension, type Tokens } from 'marked'
-import { useMemo } from 'react'
 import { sanitizeHtmlWithOptions } from '@/lib/sanitize-core'
 import { cn } from '@/lib/utils'
 
@@ -175,7 +175,9 @@ const urlProtocolPattern = /^[a-z][a-z\d+.-]*:/i
 function normalizeUrl(value: string): string | null {
   try {
     const normalized = encodeURI(value).replace(/%25/g, '%')
-    const protocol = urlProtocolPattern.exec(normalized.trimStart())?.[0].toLowerCase()
+    const protocol = urlProtocolPattern
+      .exec(normalized.trimStart())?.[0]
+      .toLowerCase()
 
     if (protocol && !allowedUrlProtocols.has(protocol)) {
       return null
@@ -254,7 +256,8 @@ function splitFlowLabel(label: string, maxUnits: number): string[] {
 
 function renderFlowText(layout: FlowNodeLayout): string {
   const lineHeight = 18
-  const firstLineY = layout.y - ((layout.labelLines.length - 1) * lineHeight) / 2 + 5
+  const firstLineY =
+    layout.y - ((layout.labelLines.length - 1) * lineHeight) / 2 + 5
 
   return layout.labelLines
     .map((line, index) => {
@@ -263,10 +266,16 @@ function renderFlowText(layout: FlowNodeLayout): string {
     .join('')
 }
 
-function getFlowNodeLayout(node: FlowNode, index: number, centerX: number): FlowNodeLayout {
+function getFlowNodeLayout(
+  node: FlowNode,
+  index: number,
+  centerX: number
+): FlowNodeLayout {
   const isCondition = node.type === 'condition'
   const labelLines = splitFlowLabel(node.label, isCondition ? 14 : 18)
-  const labelWidth = Math.max(...labelLines.map((line) => getTextUnits(line) * 7.2))
+  const labelWidth = Math.max(
+    ...labelLines.map((line) => getTextUnits(line) * 7.2)
+  )
   const textHeight = labelLines.length * 18
 
   if (isCondition) {
@@ -301,7 +310,10 @@ function getFlowNodeLayout(node: FlowNode, index: number, centerX: number): Flow
   }
 }
 
-function getFlowAnchor(layout: FlowNodeLayout, side: 'bottom' | 'left' | 'right' | 'top'): {
+function getFlowAnchor(
+  layout: FlowNodeLayout,
+  side: 'bottom' | 'left' | 'right' | 'top'
+): {
   x: number
   y: number
 } {
@@ -345,7 +357,10 @@ function renderFlowShape(layout: FlowNodeLayout): string {
   `
 }
 
-function parseFlowDiagram(source: string): { edges: FlowEdge[]; nodes: FlowNode[] } {
+function parseFlowDiagram(source: string): {
+  edges: FlowEdge[]
+  nodes: FlowNode[]
+} {
   const lines = source
     .split('\n')
     .map((line) => line.trim())
@@ -369,8 +384,12 @@ function parseFlowDiagram(source: string): { edges: FlowEdge[]; nodes: FlowNode[
     }
 
     for (let index = 0; index < edgeParts.length - 1; index += 1) {
-      const fromMatch = /^([A-Za-z][\w-]*)(?:\(([^)]+)\))?$/.exec(edgeParts[index])
-      const toMatch = /^([A-Za-z][\w-]*)(?:\(([^)]+)\))?$/.exec(edgeParts[index + 1])
+      const fromMatch = /^([A-Za-z][\w-]*)(?:\(([^)]+)\))?$/.exec(
+        edgeParts[index]
+      )
+      const toMatch = /^([A-Za-z][\w-]*)(?:\(([^)]+)\))?$/.exec(
+        edgeParts[index + 1]
+      )
 
       if (!fromMatch || !toMatch) {
         continue
@@ -393,10 +412,17 @@ function renderFlowDiagram(source: string): string {
   const loopX = 520
   const nodeIndex = new Map(nodes.map((node, index) => [node.id, index]))
   const nodePositions = new Map(
-    nodes.map((node, index) => [node.id, getFlowNodeLayout(node, index, centerX)])
+    nodes.map((node, index) => [
+      node.id,
+      getFlowNodeLayout(node, index, centerX),
+    ])
+  )
+  const lastNode =
+    nodes.length > 0 ? nodePositions.get(nodes[nodes.length - 1].id) : undefined
+  const height = Math.max(
+    180,
+    (lastNode?.y ?? 64) + (lastNode?.height ?? 40) / 2 + 54
   )
-  const lastNode = nodes.length > 0 ? nodePositions.get(nodes[nodes.length - 1].id) : undefined
-  const height = Math.max(180, (lastNode?.y ?? 64) + (lastNode?.height ?? 40) / 2 + 54)
   const renderedEdges = edges
     .map((edge) => {
       const from = nodePositions.get(edge.from)
@@ -406,7 +432,8 @@ function renderFlowDiagram(source: string): string {
         return ''
       }
 
-      const isBackward = (nodeIndex.get(edge.to) ?? 0) <= (nodeIndex.get(edge.from) ?? 0)
+      const isBackward =
+        (nodeIndex.get(edge.to) ?? 0) <= (nodeIndex.get(edge.from) ?? 0)
 
       if (isBackward) {
         const fromAnchor = getFlowAnchor(from, 'right')
@@ -458,7 +485,10 @@ function renderFlowDiagram(source: string): string {
   `
 }
 
-function parseSequenceDiagram(source: string): { messages: SequenceMessage[]; participants: string[] } {
+function parseSequenceDiagram(source: string): {
+  messages: SequenceMessage[]
+  participants: string[]
+} {
   const lines = source
     .split('\n')
     .map((line) => line.trim())
@@ -488,7 +518,9 @@ function parseSequenceDiagram(source: string): { messages: SequenceMessage[]; pa
       return
     }
 
-    const messageMatch = /^([^-\s]+)\s*(-{1,2}>>?|-->)\s*([^:]+):\s*(.+)$/.exec(line)
+    const messageMatch = /^([^-\s]+)\s*(-{1,2}>>?|-->)\s*([^:]+):\s*(.+)$/.exec(
+      line
+    )
 
     if (!messageMatch) {
       return
@@ -517,10 +549,16 @@ function renderSequenceDiagram(source: string): string {
   const marginX = 80
   const top = 42
   const rowGap = 72
-  const width = Math.max(360, marginX * 2 + Math.max(0, participants.length - 1) * laneGap)
+  const width = Math.max(
+    360,
+    marginX * 2 + Math.max(0, participants.length - 1) * laneGap
+  )
   const height = Math.max(180, 126 + messages.length * rowGap)
   const positions = new Map(
-    participants.map((participant, index) => [participant, marginX + index * laneGap])
+    participants.map((participant, index) => [
+      participant,
+      marginX + index * laneGap,
+    ])
   )
   const participantBoxes = participants
     .map((participant) => {
@@ -561,7 +599,8 @@ function renderSequenceDiagram(source: string): string {
       const toX = positions.get(message.to ?? '') ?? marginX
       const labelX = (fromX + toX) / 2
       const label = escapeHtml(message.label)
-      const dash = message.lineStyle === 'dashed' ? ' stroke-dasharray="4 4"' : ''
+      const dash =
+        message.lineStyle === 'dashed' ? ' stroke-dasharray="4 4"' : ''
 
       return `
         <line x1="${fromX}" y1="${y}" x2="${toX}" y2="${y}" class="markdown-diagram-edge"${dash} marker-end="url(#markdown-diagram-arrow)" />
@@ -733,7 +772,7 @@ export function Markdown(props: MarkdownProps) {
     <div
       className={cn(
         'prose prose-sm dark:prose-invert max-w-none',
-        'prose-headings:font-semibold prose-headings:tracking-tight',
+        'prose-headings:font-semibold',
         'prose-h1:text-2xl prose-h2:text-xl prose-h3:text-lg',
         'prose-p:leading-relaxed prose-p:my-2',
         'prose-a:text-primary prose-a:no-underline hover:prose-a:underline',
@@ -746,11 +785,11 @@ export function Markdown(props: MarkdownProps) {
         'prose-img:rounded-lg prose-img:shadow-sm',
         '[&_.katex-display]:my-4 [&_.katex-display]:overflow-x-auto [&_.katex-display]:overflow-y-hidden',
         '[&_.markdown-page-break]:my-6 [&_.markdown-page-break]:border-dashed',
-        '[&_.markdown-diagram]:my-4 [&_.markdown-diagram]:overflow-x-auto [&_.markdown-diagram]:rounded-md [&_.markdown-diagram]:border [&_.markdown-diagram]:bg-background [&_.markdown-diagram]:p-4',
+        '[&_.markdown-diagram]:bg-background [&_.markdown-diagram]:my-4 [&_.markdown-diagram]:overflow-x-auto [&_.markdown-diagram]:rounded-md [&_.markdown-diagram]:border [&_.markdown-diagram]:p-4',
         '[&_.markdown-diagram_svg]:mx-auto [&_.markdown-diagram_svg]:max-w-full',
-        '[&_.markdown-diagram-node]:fill-[color-mix(in_oklch,var(--primary)_8%,var(--background))] [&_.markdown-diagram-node]:stroke-primary [&_.markdown-diagram-node]:stroke-[1.5]',
+        '[&_.markdown-diagram-node]:stroke-primary [&_.markdown-diagram-node]:fill-[color-mix(in_oklch,var(--primary)_8%,var(--background))] [&_.markdown-diagram-node]:stroke-[1.5]',
         '[&_.markdown-diagram-text]:fill-foreground [&_.markdown-diagram-text]:text-sm [&_.markdown-diagram-text]:font-medium',
-        '[&_.markdown-diagram-edge]:stroke-muted-foreground [&_.markdown-diagram-edge]:stroke-[1.5] [&_.markdown-diagram-edge]:fill-none',
+        '[&_.markdown-diagram-edge]:stroke-muted-foreground [&_.markdown-diagram-edge]:fill-none [&_.markdown-diagram-edge]:stroke-[1.5]',
         '[&_.markdown-diagram-arrow]:fill-muted-foreground',
         '[&_.markdown-diagram-edge-label]:fill-muted-foreground [&_.markdown-diagram-edge-label]:text-xs',
         '[&_.markdown-sequence-lifeline]:stroke-primary [&_.markdown-sequence-lifeline]:stroke-[1.5]',
diff --git a/web/default/src/components/ui/menubar.tsx b/web/default/src/components/ui/menubar.tsx
index f956517..c422291 100644
--- a/web/default/src/components/ui/menubar.tsx
+++ b/web/default/src/components/ui/menubar.tsx
@@ -232,7 +232,7 @@ function MenubarShortcut({
     <DropdownMenuShortcut
       data-slot='menubar-shortcut'
       className={cn(
-        'text-muted-foreground group-focus/menubar-item:text-accent-foreground ml-auto text-xs tracking-widest',
+        'text-muted-foreground group-focus/menubar-item:text-accent-foreground text-xsst ml-auto',
         className
       )}
       {...props}
diff --git a/web/default/src/components/ui/pagination.tsx b/web/default/src/components/ui/pagination.tsx
index 8fa21d2..b846d88 100644
--- a/web/default/src/components/ui/pagination.tsx
+++ b/web/default/src/components/ui/pagination.tsx
@@ -23,14 +23,17 @@ import {
   MoreHorizontalCircle01Icon,
 } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { Button } from '@/components/ui/button'
 
 function Pagination({ className, ...props }: React.ComponentProps<'nav'>) {
+  const { t } = useTranslation()
+
   return (
     <nav
       role='navigation'
-      aria-label='pagination'
+      aria-label={t('Pagination')}
       data-slot='pagination'
       className={cn('mx-auto flex w-full justify-center', className)}
       {...props}
@@ -86,12 +89,14 @@ function PaginationLink({
 
 function PaginationPrevious({
   className,
-  text = 'Previous',
+  text,
   ...props
 }: React.ComponentProps<typeof PaginationLink> & { text?: string }) {
+  const { t } = useTranslation()
+
   return (
     <PaginationLink
-      aria-label='Go to previous page'
+      aria-label={t('Go to previous page')}
       size='default'
       className={cn('pl-1.5!', className)}
       {...props}
@@ -101,24 +106,26 @@ function PaginationPrevious({
         strokeWidth={2}
         data-icon='inline-start'
       />
-      <span className='hidden sm:block'>{text}</span>
+      <span className='hidden sm:block'>{text ?? t('Previous')}</span>
     </PaginationLink>
   )
 }
 
 function PaginationNext({
   className,
-  text = 'Next',
+  text,
   ...props
 }: React.ComponentProps<typeof PaginationLink> & { text?: string }) {
+  const { t } = useTranslation()
+
   return (
     <PaginationLink
-      aria-label='Go to next page'
+      aria-label={t('Go to next page')}
       size='default'
       className={cn('pr-1.5!', className)}
       {...props}
     >
-      <span className='hidden sm:block'>{text}</span>
+      <span className='hidden sm:block'>{text ?? t('Next')}</span>
       <HugeiconsIcon
         icon={ArrowRight01Icon}
         strokeWidth={2}
@@ -132,6 +139,8 @@ function PaginationEllipsis({
   className,
   ...props
 }: React.ComponentProps<'span'>) {
+  const { t } = useTranslation()
+
   return (
     <span
       aria-hidden
@@ -143,7 +152,7 @@ function PaginationEllipsis({
       {...props}
     >
       <HugeiconsIcon icon={MoreHorizontalCircle01Icon} strokeWidth={2} />
-      <span className='sr-only'>More pages</span>
+      <span className='sr-only'>{t('More pages')}</span>
     </span>
   )
 }
diff --git a/web/default/src/components/ui/sheet.tsx b/web/default/src/components/ui/sheet.tsx
index 2d759cb..8b758c8 100644
--- a/web/default/src/components/ui/sheet.tsx
+++ b/web/default/src/components/ui/sheet.tsx
@@ -22,6 +22,7 @@ import * as React from 'react'
 import { Dialog as SheetPrimitive } from '@base-ui/react/dialog'
 import { Cancel01Icon } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { Button } from '@/components/ui/button'
 
@@ -64,6 +65,8 @@ function SheetContent({
   side?: 'top' | 'right' | 'bottom' | 'left'
   showCloseButton?: boolean
 }) {
+  const { t } = useTranslation()
+
   // Side-specific classes are emitted via JS conditionals (rather than
   // `data-[side=*]:` variants) so consumer-provided width overrides such as
   // `sm:max-w-2xl` can be correctly merged by `tailwind-merge` and the CSS
@@ -102,7 +105,7 @@ function SheetContent({
             }
           >
             <HugeiconsIcon icon={Cancel01Icon} strokeWidth={2} />
-            <span className='sr-only'>Close</span>
+            <span className='sr-only'>{t('Close')}</span>
           </SheetPrimitive.Close>
         )}
       </SheetPrimitive.Popup>
diff --git a/web/default/src/components/ui/sidebar.tsx b/web/default/src/components/ui/sidebar.tsx
index 2b8e5e8..4e49276 100644
--- a/web/default/src/components/ui/sidebar.tsx
+++ b/web/default/src/components/ui/sidebar.tsx
@@ -24,6 +24,7 @@ import { useRender } from '@base-ui/react/use-render'
 import { SidebarLeftIcon } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
 import { cva, type VariantProps } from 'class-variance-authority'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { useIsMobile } from '@/hooks/use-mobile'
 import { Button } from '@/components/ui/button'
@@ -181,6 +182,7 @@ function Sidebar({
   variant?: 'sidebar' | 'floating' | 'inset'
   collapsible?: 'offcanvas' | 'icon' | 'none'
 }) {
+  const { t } = useTranslation()
   const { isMobile, state, openMobile, setOpenMobile } = useSidebar()
 
   if (collapsible === 'none') {
@@ -215,8 +217,10 @@ function Sidebar({
           side={side}
         >
           <SheetHeader className='sr-only'>
-            <SheetTitle>Sidebar</SheetTitle>
-            <SheetDescription>Displays the mobile sidebar.</SheetDescription>
+            <SheetTitle>{t('Sidebar')}</SheetTitle>
+            <SheetDescription>
+              {t('Displays the mobile sidebar.')}
+            </SheetDescription>
           </SheetHeader>
           <div className='flex h-full w-full flex-col'>{children}</div>
         </SheetContent>
@@ -275,6 +279,7 @@ function SidebarTrigger({
   onClick,
   ...props
 }: React.ComponentProps<typeof Button>) {
+  const { t } = useTranslation()
   const { toggleSidebar } = useSidebar()
 
   return (
@@ -291,22 +296,23 @@ function SidebarTrigger({
       {...props}
     >
       <HugeiconsIcon icon={SidebarLeftIcon} strokeWidth={2} />
-      <span className='sr-only'>Toggle Sidebar</span>
+      <span className='sr-only'>{t('Toggle Sidebar')}</span>
     </Button>
   )
 }
 
 function SidebarRail({ className, ...props }: React.ComponentProps<'button'>) {
+  const { t } = useTranslation()
   const { toggleSidebar } = useSidebar()
 
   return (
     <button
       data-sidebar='rail'
       data-slot='sidebar-rail'
-      aria-label='Toggle Sidebar'
+      aria-label={t('Toggle Sidebar')}
       tabIndex={-1}
       onClick={toggleSidebar}
-      title='Toggle Sidebar'
+      title={t('Toggle Sidebar')}
       className={cn(
         'hover:after:bg-sidebar-border absolute inset-y-0 z-20 hidden w-4 transition-all ease-linear group-data-[side=left]:-right-4 group-data-[side=right]:left-0 after:absolute after:inset-y-0 after:start-1/2 after:w-[2px] sm:flex ltr:-translate-x-1/2 rtl:-translate-x-1/2',
         'in-data-[side=left]:cursor-w-resize in-data-[side=right]:cursor-e-resize',
diff --git a/web/default/src/components/ui/spinner.tsx b/web/default/src/components/ui/spinner.tsx
index bb39838..ce94539 100644
--- a/web/default/src/components/ui/spinner.tsx
+++ b/web/default/src/components/ui/spinner.tsx
@@ -18,6 +18,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 */
 import { Loading03Icon } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 
 type SpinnerProps = Omit<
@@ -28,12 +29,14 @@ type SpinnerProps = Omit<
 }
 
 function Spinner({ className, strokeWidth = 2, ...props }: SpinnerProps) {
+  const { t } = useTranslation()
+
   return (
     <HugeiconsIcon
       icon={Loading03Icon}
       strokeWidth={strokeWidth}
       role='status'
-      aria-label='Loading'
+      aria-label={t('Loading')}
       className={cn('size-4 animate-spin', className)}
       {...props}
     />
diff --git a/web/default/src/components/ui/titled-card.tsx b/web/default/src/components/ui/titled-card.tsx
index 6ff720e..66f9e23 100644
--- a/web/default/src/components/ui/titled-card.tsx
+++ b/web/default/src/components/ui/titled-card.tsx
@@ -71,12 +71,7 @@ export function TitledCard({
               </div>
             )}
             <div className='min-w-0'>
-              <CardTitle
-                className={cn(
-                  'text-lg tracking-tight sm:text-xl',
-                  titleClassName
-                )}
-              >
+              <CardTitle className={cn('text-lg sm:text-xl', titleClassName)}>
                 {title}
               </CardTitle>
               {description != null && (
diff --git a/web/default/src/features/channels/components/channels-columns.tsx b/web/default/src/features/channels/components/channels-columns.tsx
index c7fc84a..ebed084 100644
--- a/web/default/src/features/channels/components/channels-columns.tsx
+++ b/web/default/src/features/channels/components/channels-columns.tsx
@@ -432,7 +432,7 @@ export function useChannelsColumns(): ColumnDef<Channel>[] {
           checked={table.getIsAllPageRowsSelected()}
           indeterminate={table.getIsSomePageRowsSelected()}
           onCheckedChange={(value) => table.toggleAllPageRowsSelected(!!value)}
-          aria-label='Select all'
+          aria-label={t('Select all')}
         />
       ),
       cell: ({ row }) => {
@@ -447,7 +447,7 @@ export function useChannelsColumns(): ColumnDef<Channel>[] {
           <Checkbox
             checked={row.getIsSelected()}
             onCheckedChange={(value) => row.toggleSelected(!!value)}
-            aria-label='Select row'
+            aria-label={t('Select row')}
           />
         )
       },
@@ -847,7 +847,9 @@ export function useChannelsColumns(): ColumnDef<Channel>[] {
           />
         ))
 
-        return <div className='flex max-w-full flex-wrap gap-1'>{modelBadges}</div>
+        return (
+          <div className='flex max-w-full flex-wrap gap-1'>{modelBadges}</div>
+        )
       },
       size: 200,
       enableSorting: false,
diff --git a/web/default/src/features/channels/components/dialogs/codex-usage-dialog.tsx b/web/default/src/features/channels/components/dialogs/codex-usage-dialog.tsx
index 85de894..aa05a06 100644
--- a/web/default/src/features/channels/components/dialogs/codex-usage-dialog.tsx
+++ b/web/default/src/features/channels/components/dialogs/codex-usage-dialog.tsx
@@ -239,7 +239,10 @@ function RateLimitWindow(props: RateLimitWindowProps) {
       <div className='mt-3'>
         <Progress
           value={percent}
-          aria-label={`${props.title} usage: ${percent}%`}
+          aria-label={t('{{title}} usage: {{percent}}%', {
+            title: props.title,
+            percent,
+          })}
         />
       </div>
       {hasData ? (
diff --git a/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx b/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx
index c7b3400..8b0e085 100644
--- a/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx
+++ b/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx
@@ -103,24 +103,16 @@ export function OllamaModelsDialog({
     [currentRow?.models]
   )
 
-  useEffect(() => {
-    if (!open) {
-      setModels([])
-      setSelected([])
-      setSearch('')
-      setPullName('')
-      setIsPulling(false)
-      setPullProgress(null)
-      pullAbortRef.current?.abort()
-      pullAbortRef.current = null
-      return
-    }
-
-    if (open && isOllamaChannel && channelId) {
-      void fetchOllamaModels()
-    }
-    // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [open, isOllamaChannel, channelId])
+  const resetDialogState = useCallback(() => {
+    setModels([])
+    setSelected([])
+    setSearch('')
+    setPullName('')
+    setIsPulling(false)
+    setPullProgress(null)
+    pullAbortRef.current?.abort()
+    pullAbortRef.current = null
+  }, [])
 
   const fetchOllamaModels = useCallback(async () => {
     if (!channelId) return
@@ -182,6 +174,20 @@ export function OllamaModelsDialog({
     }
   }, [channelId, currentRow, isOllamaChannel, t])
 
+  useEffect(() => {
+    if (!open) {
+      const frame = requestAnimationFrame(resetDialogState)
+      return () => cancelAnimationFrame(frame)
+    }
+
+    if (isOllamaChannel && channelId) {
+      const frame = requestAnimationFrame(() => {
+        void fetchOllamaModels()
+      })
+      return () => cancelAnimationFrame(frame)
+    }
+  }, [channelId, fetchOllamaModels, isOllamaChannel, open, resetDialogState])
+
   const toggleSelected = (modelId: string, checked: boolean) => {
     setSelected((prev) => {
       if (checked) return prev.includes(modelId) ? prev : [...prev, modelId]
@@ -367,8 +373,7 @@ export function OllamaModelsDialog({
   }
 
   const close = () => {
-    pullAbortRef.current?.abort()
-    pullAbortRef.current = null
+    resetDialogState()
     onOpenChange(false)
   }
 
@@ -524,7 +529,9 @@ export function OllamaModelsDialog({
                                 onCheckedChange={(v) =>
                                   toggleSelected(m.id, !!v)
                                 }
-                                aria-label={`Select model ${m.id}`}
+                                aria-label={t('Select model {{model}}', {
+                                  model: m.id,
+                                })}
                               />
                               <div className='min-w-0'>
                                 <div className='truncate font-mono text-sm'>
diff --git a/web/default/src/features/channels/components/dialogs/param-override-editor-dialog.tsx b/web/default/src/features/channels/components/dialogs/param-override-editor-dialog.tsx
index e44fd35..12af2c7 100644
--- a/web/default/src/features/channels/components/dialogs/param-override-editor-dialog.tsx
+++ b/web/default/src/features/channels/components/dialogs/param-override-editor-dialog.tsx
@@ -63,6 +63,14 @@ import {
 } from '@/components/ui/select'
 import { Switch } from '@/components/ui/switch'
 import { Textarea } from '@/components/ui/textarea'
+import {
+  PruneObjectsEditor,
+  ReturnErrorEditor,
+  SyncFieldsEditor,
+  type PruneObjectsDraft,
+  type PruneRule,
+  type ReturnErrorDraft,
+} from './param-override-specialized-editors'
 
 // ---------------------------------------------------------------------------
 // Types
@@ -246,11 +254,6 @@ const MODE_DESCRIPTIONS: Record<string, string> = {
   move_header: 'Move a request header',
 }
 
-const SYNC_TARGET_TYPE_OPTIONS = [
-  { label: 'Request Body Field', value: 'json' },
-  { label: 'Request Header Field', value: 'header' },
-]
-
 // Templates
 
 const LEGACY_TEMPLATE = { temperature: 0, max_tokens: 1000 }
@@ -652,24 +655,8 @@ const parseSyncTargetSpec = (spec: string): { type: string; key: string } => {
   return prefix === 'header' ? { type: 'header', key } : { type: 'json', key }
 }
 
-const buildSyncTargetSpec = (type: string, key: string): string => {
-  const normalizedType = type === 'header' ? 'header' : 'json'
-  const normalizedKey = String(key ?? '').trim()
-  if (!normalizedKey) return ''
-  return `${normalizedType}:${normalizedKey}`
-}
-
 // return_error helpers
 
-type ReturnErrorDraft = {
-  message: string
-  statusCode: number
-  code: string
-  type: string
-  skipRetry: boolean
-  simpleMode: boolean
-}
-
 const parseReturnErrorDraft = (valueText: string): ReturnErrorDraft => {
   const defaults: ReturnErrorDraft = {
     message: '',
@@ -733,23 +720,6 @@ const buildReturnErrorValueText = (
 
 // prune_objects helpers
 
-type PruneRule = {
-  id: string
-  path: string
-  mode: string
-  value_text: string
-  invert: boolean
-  pass_missing_key: boolean
-}
-
-type PruneObjectsDraft = {
-  simpleMode: boolean
-  typeText: string
-  logic: string
-  recursive: boolean
-  rules: PruneRule[]
-}
-
 const normalizePruneRule = (rule: Record<string, unknown> = {}): PruneRule => ({
   id: nextLocalId(),
   path: typeof rule.path === 'string' ? rule.path : '',
@@ -1122,34 +1092,39 @@ export function ParamOverrideEditorDialog(
   useEffect(() => {
     if (!props.open) return
     const state = parseInitialState(props.value)
-    setEditMode(state.editMode)
-    setVisualMode(state.visualMode)
-    setLegacyValue(state.legacyValue)
-    setOperations(state.operations)
-    setJsonText(state.jsonText)
-    setJsonError(state.jsonError)
-    setOperationSearch('')
-    setSelectedOperationId(state.operations[0]?.id || '')
-    setExpandedConditions({})
-    setDraggedOperationId('')
-    setDragOverOperationId('')
-    setDragOverPosition('before')
-    if (state.visualMode === 'legacy') {
-      setTemplatePresetKey('legacy_default')
-    } else {
-      setTemplatePresetKey('operations_default')
-    }
+    const frame = requestAnimationFrame(() => {
+      setEditMode(state.editMode)
+      setVisualMode(state.visualMode)
+      setLegacyValue(state.legacyValue)
+      setOperations(state.operations)
+      setJsonText(state.jsonText)
+      setJsonError(state.jsonError)
+      setOperationSearch('')
+      setSelectedOperationId(state.operations[0]?.id || '')
+      setExpandedConditions({})
+      setDraggedOperationId('')
+      setDragOverOperationId('')
+      setDragOverPosition('before')
+      setTemplatePresetKey(
+        state.visualMode === 'legacy' ? 'legacy_default' : 'operations_default'
+      )
+    })
+    return () => cancelAnimationFrame(frame)
   }, [props.open, props.value])
 
   // Keep selectedOperationId valid
   useEffect(() => {
-    if (operations.length === 0) {
-      setSelectedOperationId('')
+    if (
+      (operations.length === 0 && selectedOperationId === '') ||
+      operations.some((operation) => operation.id === selectedOperationId)
+    ) {
       return
     }
-    if (!operations.some((o) => o.id === selectedOperationId)) {
-      setSelectedOperationId(operations[0].id)
-    }
+
+    const frame = requestAnimationFrame(() => {
+      setSelectedOperationId(operations[0]?.id || '')
+    })
+    return () => cancelAnimationFrame(frame)
   }, [operations, selectedOperationId])
 
   // Template preset options filtered by group
@@ -2638,696 +2613,3 @@ function ConditionEditor(conditionEditorProps: ConditionEditorProps) {
     </Collapsible>
   )
 }
-
-// ---------------------------------------------------------------------------
-// ReturnErrorEditor
-// ---------------------------------------------------------------------------
-
-type ReturnErrorEditorProps = {
-  operationId: string
-  draft: ReturnErrorDraft
-  updateDraft: (
-    operationId: string,
-    draftPatch: Partial<ReturnErrorDraft>
-  ) => void
-}
-
-function ReturnErrorEditor(returnErrorEditorProps: ReturnErrorEditorProps) {
-  const { t } = useTranslation()
-  const draft = returnErrorEditorProps.draft
-
-  return (
-    <div className='rounded-lg border p-3'>
-      <div className='mb-2 flex items-center justify-between'>
-        <span className='text-sm font-medium'>
-          {t('Custom Error Response')}
-        </span>
-        <div className='flex items-center gap-1'>
-          <span className='text-muted-foreground text-xs'>{t('Mode')}</span>
-          <Button
-            type='button'
-            variant={draft.simpleMode ? 'default' : 'outline'}
-            size='sm'
-            className='h-7 text-xs'
-            onClick={() =>
-              returnErrorEditorProps.updateDraft(
-                returnErrorEditorProps.operationId,
-                { simpleMode: true }
-              )
-            }
-          >
-            {t('Simple')}
-          </Button>
-          <Button
-            type='button'
-            variant={draft.simpleMode ? 'outline' : 'default'}
-            size='sm'
-            className='h-7 text-xs'
-            onClick={() =>
-              returnErrorEditorProps.updateDraft(
-                returnErrorEditorProps.operationId,
-                { simpleMode: false }
-              )
-            }
-          >
-            {t('Advanced')}
-          </Button>
-        </div>
-      </div>
-
-      <div className='space-y-1.5'>
-        <label className='text-xs font-medium'>
-          {t('Error Message (required)')}
-        </label>
-        <Textarea
-          value={draft.message}
-          onChange={(e) =>
-            returnErrorEditorProps.updateDraft(
-              returnErrorEditorProps.operationId,
-              { message: e.target.value }
-            )
-          }
-          placeholder={t('e.g. This request does not meet access policy')}
-          rows={2}
-          className='text-xs'
-        />
-      </div>
-
-      {draft.simpleMode ? (
-        <p className='text-muted-foreground mt-2 text-xs'>
-          {t(
-            'Simple mode only returns message; status code and error type use system defaults.'
-          )}
-        </p>
-      ) : (
-        <>
-          <div className='mt-3 grid gap-3 sm:grid-cols-3'>
-            <div className='space-y-1'>
-              <label className='text-xs font-medium'>{t('Status Code')}</label>
-              <Input
-                value={String(draft.statusCode ?? '')}
-                onChange={(e) =>
-                  returnErrorEditorProps.updateDraft(
-                    returnErrorEditorProps.operationId,
-                    { statusCode: parseInt(e.target.value, 10) || 400 }
-                  )
-                }
-                placeholder='400'
-                className='h-8 text-xs'
-              />
-            </div>
-            <div className='space-y-1'>
-              <label className='text-xs font-medium'>
-                {t('Error Code (optional)')}
-              </label>
-              <Input
-                value={draft.code}
-                onChange={(e) =>
-                  returnErrorEditorProps.updateDraft(
-                    returnErrorEditorProps.operationId,
-                    { code: e.target.value }
-                  )
-                }
-                placeholder='forced_bad_request'
-                className='h-8 text-xs'
-              />
-            </div>
-            <div className='space-y-1'>
-              <label className='text-xs font-medium'>
-                {t('Error Type (optional)')}
-              </label>
-              <Input
-                value={draft.type}
-                onChange={(e) =>
-                  returnErrorEditorProps.updateDraft(
-                    returnErrorEditorProps.operationId,
-                    { type: e.target.value }
-                  )
-                }
-                placeholder='invalid_request_error'
-                className='h-8 text-xs'
-              />
-            </div>
-          </div>
-          <div className='mt-2 flex items-center gap-2'>
-            <span className='text-muted-foreground text-xs'>
-              {t('Retry Suggestion')}
-            </span>
-            <Button
-              type='button'
-              variant={draft.skipRetry ? 'default' : 'outline'}
-              size='sm'
-              className='h-7 text-xs'
-              onClick={() =>
-                returnErrorEditorProps.updateDraft(
-                  returnErrorEditorProps.operationId,
-                  { skipRetry: true }
-                )
-              }
-            >
-              {t('Stop Retry')}
-            </Button>
-            <Button
-              type='button'
-              variant={draft.skipRetry ? 'outline' : 'default'}
-              size='sm'
-              className='h-7 text-xs'
-              onClick={() =>
-                returnErrorEditorProps.updateDraft(
-                  returnErrorEditorProps.operationId,
-                  { skipRetry: false }
-                )
-              }
-            >
-              {t('Allow Retry')}
-            </Button>
-          </div>
-          <div className='mt-2 flex flex-wrap gap-1'>
-            {[
-              {
-                label: 'Bad Request',
-                statusCode: 400,
-                code: 'invalid_request',
-                type: 'invalid_request_error',
-              },
-              {
-                label: 'Unauthorized',
-                statusCode: 401,
-                code: 'unauthorized',
-                type: 'authentication_error',
-              },
-              {
-                label: 'Rate Limited',
-                statusCode: 429,
-                code: 'rate_limited',
-                type: 'rate_limit_error',
-              },
-            ].map((preset) => (
-              <Button
-                key={preset.code}
-                type='button'
-                variant='outline'
-                size='sm'
-                className='h-6 text-[10px]'
-                onClick={() =>
-                  returnErrorEditorProps.updateDraft(
-                    returnErrorEditorProps.operationId,
-                    {
-                      statusCode: preset.statusCode,
-                      code: preset.code,
-                      type: preset.type,
-                    }
-                  )
-                }
-              >
-                {t(preset.label)}
-              </Button>
-            ))}
-          </div>
-        </>
-      )}
-    </div>
-  )
-}
-
-// ---------------------------------------------------------------------------
-// PruneObjectsEditor
-// ---------------------------------------------------------------------------
-
-type PruneObjectsEditorProps = {
-  operationId: string
-  draft: PruneObjectsDraft
-  updateDraft: (
-    operationId: string,
-    updater:
-      | Partial<PruneObjectsDraft>
-      | ((draft: PruneObjectsDraft) => PruneObjectsDraft)
-  ) => void
-  addRule: (operationId: string) => void
-  updateRule: (
-    operationId: string,
-    ruleId: string,
-    patch: Partial<PruneRule>
-  ) => void
-  removeRule: (operationId: string, ruleId: string) => void
-}
-
-function PruneObjectsEditor(pruneObjectsEditorProps: PruneObjectsEditorProps) {
-  const { t } = useTranslation()
-  const draft = pruneObjectsEditorProps.draft
-
-  return (
-    <div className='rounded-lg border p-3'>
-      <div className='mb-2 flex items-center justify-between'>
-        <span className='text-sm font-medium'>{t('Object Prune Rules')}</span>
-        <div className='flex items-center gap-1'>
-          <span className='text-muted-foreground text-xs'>{t('Mode')}</span>
-          <Button
-            type='button'
-            variant={draft.simpleMode ? 'default' : 'outline'}
-            size='sm'
-            className='h-7 text-xs'
-            onClick={() =>
-              pruneObjectsEditorProps.updateDraft(
-                pruneObjectsEditorProps.operationId,
-                { simpleMode: true }
-              )
-            }
-          >
-            {t('Simple')}
-          </Button>
-          <Button
-            type='button'
-            variant={draft.simpleMode ? 'outline' : 'default'}
-            size='sm'
-            className='h-7 text-xs'
-            onClick={() =>
-              pruneObjectsEditorProps.updateDraft(
-                pruneObjectsEditorProps.operationId,
-                { simpleMode: false }
-              )
-            }
-          >
-            {t('Advanced')}
-          </Button>
-        </div>
-      </div>
-
-      <div className='space-y-1.5'>
-        <label className='text-xs font-medium'>{t('Type (common)')}</label>
-        <Input
-          value={draft.typeText}
-          onChange={(e) =>
-            pruneObjectsEditorProps.updateDraft(
-              pruneObjectsEditorProps.operationId,
-              { typeText: e.target.value }
-            )
-          }
-          placeholder='redacted_thinking'
-          className='h-8 text-xs'
-        />
-      </div>
-
-      {draft.simpleMode ? (
-        <p className='text-muted-foreground mt-2 text-xs'>
-          {t('Simple mode: prune objects by type, e.g. redacted_thinking.')}
-        </p>
-      ) : (
-        <>
-          <div className='mt-3 grid gap-3 sm:grid-cols-2'>
-            <div className='space-y-1'>
-              <label className='text-xs font-medium'>{t('Logic')}</label>
-              <Select
-                items={[
-                  { value: 'AND', label: t('All Must Match (AND)') },
-                  { value: 'OR', label: t('Any Match (OR)') },
-                ]}
-                value={draft.logic}
-                onValueChange={(v) =>
-                  pruneObjectsEditorProps.updateDraft(
-                    pruneObjectsEditorProps.operationId,
-                    { logic: v || 'AND' }
-                  )
-                }
-              >
-                <SelectTrigger className='h-8 text-xs'>
-                  <SelectValue />
-                </SelectTrigger>
-                <SelectContent alignItemWithTrigger={false}>
-                  <SelectGroup>
-                    <SelectItem value='AND'>
-                      {t('All Must Match (AND)')}
-                    </SelectItem>
-                    <SelectItem value='OR'>{t('Any Match (OR)')}</SelectItem>
-                  </SelectGroup>
-                </SelectContent>
-              </Select>
-            </div>
-            <div className='space-y-1'>
-              <label className='text-xs font-medium'>
-                {t('Recursion Strategy')}
-              </label>
-              <div className='flex gap-1'>
-                <Button
-                  type='button'
-                  variant={draft.recursive ? 'default' : 'outline'}
-                  size='sm'
-                  className='h-8 text-xs'
-                  onClick={() =>
-                    pruneObjectsEditorProps.updateDraft(
-                      pruneObjectsEditorProps.operationId,
-                      { recursive: true }
-                    )
-                  }
-                >
-                  {t('Recursive')}
-                </Button>
-                <Button
-                  type='button'
-                  variant={draft.recursive ? 'outline' : 'default'}
-                  size='sm'
-                  className='h-8 text-xs'
-                  onClick={() =>
-                    pruneObjectsEditorProps.updateDraft(
-                      pruneObjectsEditorProps.operationId,
-                      { recursive: false }
-                    )
-                  }
-                >
-                  {t('Current Level Only')}
-                </Button>
-              </div>
-            </div>
-          </div>
-
-          <div className='bg-muted/30 mt-3 rounded-md border p-2'>
-            <div className='mb-2 flex items-center justify-between'>
-              <span className='text-xs font-medium'>
-                {t('Additional Conditions')}
-              </span>
-              <Button
-                type='button'
-                variant='outline'
-                size='sm'
-                className='h-7 text-xs'
-                onClick={() =>
-                  pruneObjectsEditorProps.addRule(
-                    pruneObjectsEditorProps.operationId
-                  )
-                }
-              >
-                <Plus className='mr-1 h-3 w-3' />
-                {t('Add Condition')}
-              </Button>
-            </div>
-            {draft.rules.length === 0 ? (
-              <p className='text-muted-foreground text-xs'>
-                {t(
-                  'Without additional conditions, only the type above is used for pruning.'
-                )}
-              </p>
-            ) : (
-              <div className='space-y-2'>
-                {draft.rules.map((rule, ruleIndex) => (
-                  <div
-                    key={rule.id}
-                    className='bg-background rounded-md border p-2'
-                  >
-                    <div className='mb-1 flex items-center justify-between'>
-                      <Badge variant='outline' className='text-[10px]'>
-                        R{ruleIndex + 1}
-                      </Badge>
-                      <Button
-                        type='button'
-                        variant='ghost'
-                        size='sm'
-                        className='text-destructive hover:text-destructive h-6 text-[10px]'
-                        onClick={() =>
-                          pruneObjectsEditorProps.removeRule(
-                            pruneObjectsEditorProps.operationId,
-                            rule.id
-                          )
-                        }
-                      >
-                        <Trash2 className='mr-1 h-3 w-3' />
-                        {t('Delete')}
-                      </Button>
-                    </div>
-                    <div className='grid gap-2 sm:grid-cols-3'>
-                      <div className='space-y-0.5'>
-                        <label className='text-[10px] font-medium'>
-                          {t('Field Path')}
-                        </label>
-                        <Input
-                          value={rule.path}
-                          onChange={(e) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { path: e.target.value }
-                            )
-                          }
-                          placeholder='type'
-                          className='h-7 text-xs'
-                        />
-                      </div>
-                      <div className='space-y-0.5'>
-                        <label className='text-[10px] font-medium'>
-                          {t('Match Mode')}
-                        </label>
-                        <Select
-                          items={[
-                            ...CONDITION_MODE_OPTIONS.map((o) => ({
-                              value: o.value,
-                              label: t(o.label),
-                            })),
-                          ]}
-                          value={rule.mode}
-                          onValueChange={(v) =>
-                            v !== null &&
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { mode: v }
-                            )
-                          }
-                        >
-                          <SelectTrigger className='h-7 text-xs'>
-                            <SelectValue />
-                          </SelectTrigger>
-                          <SelectContent alignItemWithTrigger={false}>
-                            <SelectGroup>
-                              {CONDITION_MODE_OPTIONS.map((o) => (
-                                <SelectItem key={o.value} value={o.value}>
-                                  {t(o.label)}
-                                </SelectItem>
-                              ))}
-                            </SelectGroup>
-                          </SelectContent>
-                        </Select>
-                      </div>
-                      <div className='space-y-0.5'>
-                        <label className='text-[10px] font-medium'>
-                          {t('Match Value (optional)')}
-                        </label>
-                        <Input
-                          value={rule.value_text}
-                          onChange={(e) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { value_text: e.target.value }
-                            )
-                          }
-                          placeholder='redacted_thinking'
-                          className='h-7 text-xs'
-                        />
-                      </div>
-                    </div>
-                    <div className='mt-1.5 flex flex-wrap gap-3'>
-                      <label className='flex items-center gap-1.5 text-[10px]'>
-                        <Switch
-                          checked={rule.invert}
-                          onCheckedChange={(checked) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { invert: checked }
-                            )
-                          }
-                        />
-                        {t('Invert match')}
-                      </label>
-                      <label className='flex items-center gap-1.5 text-[10px]'>
-                        <Switch
-                          checked={rule.pass_missing_key}
-                          onCheckedChange={(checked) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { pass_missing_key: checked }
-                            )
-                          }
-                        />
-                        {t('Pass when key is missing')}
-                      </label>
-                    </div>
-                  </div>
-                ))}
-              </div>
-            )}
-          </div>
-        </>
-      )}
-    </div>
-  )
-}
-
-// ---------------------------------------------------------------------------
-// SyncFieldsEditor
-// ---------------------------------------------------------------------------
-
-type SyncFieldsEditorProps = {
-  operationId: string
-  syncFromTarget: { type: string; key: string }
-  syncToTarget: { type: string; key: string }
-  updateOperation: (
-    operationId: string,
-    patch: Partial<ParamOverrideOperation>
-  ) => void
-}
-
-function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
-  const { t } = useTranslation()
-  return (
-    <div className='space-y-3'>
-      <label className='text-xs font-medium'>{t('Sync Endpoints')}</label>
-      <div className='grid gap-3 sm:grid-cols-2'>
-        <div className='space-y-1.5'>
-          <label className='text-[10px] font-medium'>
-            {t('Source Endpoint')}
-          </label>
-          <div className='flex gap-2'>
-            <Select
-              items={[
-                ...SYNC_TARGET_TYPE_OPTIONS.map((o) => ({
-                  value: o.value,
-                  label: t(o.label),
-                })),
-              ]}
-              value={syncFieldsEditorProps.syncFromTarget.type || 'json'}
-              onValueChange={(v) =>
-                v !== null &&
-                syncFieldsEditorProps.updateOperation(
-                  syncFieldsEditorProps.operationId,
-                  {
-                    from: buildSyncTargetSpec(
-                      v,
-                      syncFieldsEditorProps.syncFromTarget.key
-                    ),
-                  }
-                )
-              }
-            >
-              <SelectTrigger className='h-8 w-[110px] text-xs'>
-                <SelectValue />
-              </SelectTrigger>
-              <SelectContent alignItemWithTrigger={false}>
-                <SelectGroup>
-                  {SYNC_TARGET_TYPE_OPTIONS.map((o) => (
-                    <SelectItem key={o.value} value={o.value}>
-                      {t(o.label)}
-                    </SelectItem>
-                  ))}
-                </SelectGroup>
-              </SelectContent>
-            </Select>
-            <Input
-              value={syncFieldsEditorProps.syncFromTarget.key}
-              onChange={(e) =>
-                syncFieldsEditorProps.updateOperation(
-                  syncFieldsEditorProps.operationId,
-                  {
-                    from: buildSyncTargetSpec(
-                      syncFieldsEditorProps.syncFromTarget.type,
-                      e.target.value
-                    ),
-                  }
-                )
-              }
-              placeholder='session_id'
-              className='h-8 text-xs'
-            />
-          </div>
-        </div>
-        <div className='space-y-1.5'>
-          <label className='text-[10px] font-medium'>
-            {t('Target Endpoint')}
-          </label>
-          <div className='flex gap-2'>
-            <Select
-              items={[
-                ...SYNC_TARGET_TYPE_OPTIONS.map((o) => ({
-                  value: o.value,
-                  label: t(o.label),
-                })),
-              ]}
-              value={syncFieldsEditorProps.syncToTarget.type || 'json'}
-              onValueChange={(v) =>
-                v !== null &&
-                syncFieldsEditorProps.updateOperation(
-                  syncFieldsEditorProps.operationId,
-                  {
-                    to: buildSyncTargetSpec(
-                      v,
-                      syncFieldsEditorProps.syncToTarget.key
-                    ),
-                  }
-                )
-              }
-            >
-              <SelectTrigger className='h-8 w-[110px] text-xs'>
-                <SelectValue />
-              </SelectTrigger>
-              <SelectContent alignItemWithTrigger={false}>
-                <SelectGroup>
-                  {SYNC_TARGET_TYPE_OPTIONS.map((o) => (
-                    <SelectItem key={o.value} value={o.value}>
-                      {t(o.label)}
-                    </SelectItem>
-                  ))}
-                </SelectGroup>
-              </SelectContent>
-            </Select>
-            <Input
-              value={syncFieldsEditorProps.syncToTarget.key}
-              onChange={(e) =>
-                syncFieldsEditorProps.updateOperation(
-                  syncFieldsEditorProps.operationId,
-                  {
-                    to: buildSyncTargetSpec(
-                      syncFieldsEditorProps.syncToTarget.type,
-                      e.target.value
-                    ),
-                  }
-                )
-              }
-              placeholder='prompt_cache_key'
-              className='h-8 text-xs'
-            />
-          </div>
-        </div>
-      </div>
-      <div className='flex flex-wrap gap-1'>
-        {[
-          {
-            label: 'header:session_id -> json:prompt_cache_key',
-            from: 'header:session_id',
-            to: 'json:prompt_cache_key',
-          },
-          {
-            label: 'json:prompt_cache_key -> header:session_id',
-            from: 'json:prompt_cache_key',
-            to: 'header:session_id',
-          },
-        ].map((preset) => (
-          <Button
-            key={preset.label}
-            type='button'
-            variant='outline'
-            size='sm'
-            className='h-6 text-[10px]'
-            onClick={() =>
-              syncFieldsEditorProps.updateOperation(
-                syncFieldsEditorProps.operationId,
-                { from: preset.from, to: preset.to }
-              )
-            }
-          >
-            {preset.label}
-          </Button>
-        ))}
-      </div>
-    </div>
-  )
-}
diff --git a/web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx b/web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx
new file mode 100644
index 0000000..9a7d222
--- /dev/null
+++ b/web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx
@@ -0,0 +1,779 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import { Plus, Trash2 } from 'lucide-react'
+import { useTranslation } from 'react-i18next'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Input } from '@/components/ui/input'
+import {
+  Select,
+  SelectContent,
+  SelectGroup,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
+import { Switch } from '@/components/ui/switch'
+import { Textarea } from '@/components/ui/textarea'
+
+const CONDITION_MODE_OPTIONS = [
+  { label: 'Exact Match', value: 'full' },
+  { label: 'Prefix', value: 'prefix' },
+  { label: 'Suffix', value: 'suffix' },
+  { label: 'Contains', value: 'contains' },
+  { label: 'Greater Than', value: 'gt' },
+  { label: 'Greater Than or Equal', value: 'gte' },
+  { label: 'Less Than', value: 'lt' },
+  { label: 'Less Than or Equal', value: 'lte' },
+]
+
+const SYNC_TARGET_TYPE_OPTIONS = [
+  { label: 'Request Body Field', value: 'json' },
+  { label: 'Request Header Field', value: 'header' },
+]
+
+const buildSyncTargetSpec = (type: string, key: string): string => {
+  const normalizedType = type === 'header' ? 'header' : 'json'
+  const normalizedKey = String(key ?? '').trim()
+  if (!normalizedKey) return ''
+  return `${normalizedType}:${normalizedKey}`
+}
+
+export type ReturnErrorDraft = {
+  message: string
+  statusCode: number
+  code: string
+  type: string
+  skipRetry: boolean
+  simpleMode: boolean
+}
+
+export type PruneRule = {
+  id: string
+  path: string
+  mode: string
+  value_text: string
+  invert: boolean
+  pass_missing_key: boolean
+}
+
+export type PruneObjectsDraft = {
+  simpleMode: boolean
+  typeText: string
+  logic: string
+  recursive: boolean
+  rules: PruneRule[]
+}
+
+// ---------------------------------------------------------------------------
+// ReturnErrorEditor
+// ---------------------------------------------------------------------------
+
+type ReturnErrorEditorProps = {
+  operationId: string
+  draft: ReturnErrorDraft
+  updateDraft: (
+    operationId: string,
+    draftPatch: Partial<ReturnErrorDraft>
+  ) => void
+}
+
+export function ReturnErrorEditor(
+  returnErrorEditorProps: ReturnErrorEditorProps
+) {
+  const { t } = useTranslation()
+  const draft = returnErrorEditorProps.draft
+
+  return (
+    <div className='rounded-lg border p-3'>
+      <div className='mb-2 flex items-center justify-between'>
+        <span className='text-sm font-medium'>
+          {t('Custom Error Response')}
+        </span>
+        <div className='flex items-center gap-1'>
+          <span className='text-muted-foreground text-xs'>{t('Mode')}</span>
+          <Button
+            type='button'
+            variant={draft.simpleMode ? 'default' : 'outline'}
+            size='sm'
+            className='h-7 text-xs'
+            onClick={() =>
+              returnErrorEditorProps.updateDraft(
+                returnErrorEditorProps.operationId,
+                { simpleMode: true }
+              )
+            }
+          >
+            {t('Simple')}
+          </Button>
+          <Button
+            type='button'
+            variant={draft.simpleMode ? 'outline' : 'default'}
+            size='sm'
+            className='h-7 text-xs'
+            onClick={() =>
+              returnErrorEditorProps.updateDraft(
+                returnErrorEditorProps.operationId,
+                { simpleMode: false }
+              )
+            }
+          >
+            {t('Advanced')}
+          </Button>
+        </div>
+      </div>
+
+      <div className='space-y-1.5'>
+        <label className='text-xs font-medium'>
+          {t('Error Message (required)')}
+        </label>
+        <Textarea
+          value={draft.message}
+          onChange={(e) =>
+            returnErrorEditorProps.updateDraft(
+              returnErrorEditorProps.operationId,
+              { message: e.target.value }
+            )
+          }
+          placeholder={t('e.g. This request does not meet access policy')}
+          rows={2}
+          className='text-xs'
+        />
+      </div>
+
+      {draft.simpleMode ? (
+        <p className='text-muted-foreground mt-2 text-xs'>
+          {t(
+            'Simple mode only returns message; status code and error type use system defaults.'
+          )}
+        </p>
+      ) : (
+        <>
+          <div className='mt-3 grid gap-3 sm:grid-cols-3'>
+            <div className='space-y-1'>
+              <label className='text-xs font-medium'>{t('Status Code')}</label>
+              <Input
+                value={String(draft.statusCode ?? '')}
+                onChange={(e) =>
+                  returnErrorEditorProps.updateDraft(
+                    returnErrorEditorProps.operationId,
+                    { statusCode: parseInt(e.target.value, 10) || 400 }
+                  )
+                }
+                placeholder='400'
+                className='h-8 text-xs'
+              />
+            </div>
+            <div className='space-y-1'>
+              <label className='text-xs font-medium'>
+                {t('Error Code (optional)')}
+              </label>
+              <Input
+                value={draft.code}
+                onChange={(e) =>
+                  returnErrorEditorProps.updateDraft(
+                    returnErrorEditorProps.operationId,
+                    { code: e.target.value }
+                  )
+                }
+                placeholder='forced_bad_request'
+                className='h-8 text-xs'
+              />
+            </div>
+            <div className='space-y-1'>
+              <label className='text-xs font-medium'>
+                {t('Error Type (optional)')}
+              </label>
+              <Input
+                value={draft.type}
+                onChange={(e) =>
+                  returnErrorEditorProps.updateDraft(
+                    returnErrorEditorProps.operationId,
+                    { type: e.target.value }
+                  )
+                }
+                placeholder='invalid_request_error'
+                className='h-8 text-xs'
+              />
+            </div>
+          </div>
+          <div className='mt-2 flex items-center gap-2'>
+            <span className='text-muted-foreground text-xs'>
+              {t('Retry Suggestion')}
+            </span>
+            <Button
+              type='button'
+              variant={draft.skipRetry ? 'default' : 'outline'}
+              size='sm'
+              className='h-7 text-xs'
+              onClick={() =>
+                returnErrorEditorProps.updateDraft(
+                  returnErrorEditorProps.operationId,
+                  { skipRetry: true }
+                )
+              }
+            >
+              {t('Stop Retry')}
+            </Button>
+            <Button
+              type='button'
+              variant={draft.skipRetry ? 'outline' : 'default'}
+              size='sm'
+              className='h-7 text-xs'
+              onClick={() =>
+                returnErrorEditorProps.updateDraft(
+                  returnErrorEditorProps.operationId,
+                  { skipRetry: false }
+                )
+              }
+            >
+              {t('Allow Retry')}
+            </Button>
+          </div>
+          <div className='mt-2 flex flex-wrap gap-1'>
+            {[
+              {
+                label: 'Bad Request',
+                statusCode: 400,
+                code: 'invalid_request',
+                type: 'invalid_request_error',
+              },
+              {
+                label: 'Unauthorized',
+                statusCode: 401,
+                code: 'unauthorized',
+                type: 'authentication_error',
+              },
+              {
+                label: 'Rate Limited',
+                statusCode: 429,
+                code: 'rate_limited',
+                type: 'rate_limit_error',
+              },
+            ].map((preset) => (
+              <Button
+                key={preset.code}
+                type='button'
+                variant='outline'
+                size='sm'
+                className='h-6 text-[10px]'
+                onClick={() =>
+                  returnErrorEditorProps.updateDraft(
+                    returnErrorEditorProps.operationId,
+                    {
+                      statusCode: preset.statusCode,
+                      code: preset.code,
+                      type: preset.type,
+                    }
+                  )
+                }
+              >
+                {t(preset.label)}
+              </Button>
+            ))}
+          </div>
+        </>
+      )}
+    </div>
+  )
+}
+
+// ---------------------------------------------------------------------------
+// PruneObjectsEditor
+// ---------------------------------------------------------------------------
+
+type PruneObjectsEditorProps = {
+  operationId: string
+  draft: PruneObjectsDraft
+  updateDraft: (
+    operationId: string,
+    updater:
+      | Partial<PruneObjectsDraft>
+      | ((draft: PruneObjectsDraft) => PruneObjectsDraft)
+  ) => void
+  addRule: (operationId: string) => void
+  updateRule: (
+    operationId: string,
+    ruleId: string,
+    patch: Partial<PruneRule>
+  ) => void
+  removeRule: (operationId: string, ruleId: string) => void
+}
+
+export function PruneObjectsEditor(
+  pruneObjectsEditorProps: PruneObjectsEditorProps
+) {
+  const { t } = useTranslation()
+  const draft = pruneObjectsEditorProps.draft
+
+  return (
+    <div className='rounded-lg border p-3'>
+      <div className='mb-2 flex items-center justify-between'>
+        <span className='text-sm font-medium'>{t('Object Prune Rules')}</span>
+        <div className='flex items-center gap-1'>
+          <span className='text-muted-foreground text-xs'>{t('Mode')}</span>
+          <Button
+            type='button'
+            variant={draft.simpleMode ? 'default' : 'outline'}
+            size='sm'
+            className='h-7 text-xs'
+            onClick={() =>
+              pruneObjectsEditorProps.updateDraft(
+                pruneObjectsEditorProps.operationId,
+                { simpleMode: true }
+              )
+            }
+          >
+            {t('Simple')}
+          </Button>
+          <Button
+            type='button'
+            variant={draft.simpleMode ? 'outline' : 'default'}
+            size='sm'
+            className='h-7 text-xs'
+            onClick={() =>
+              pruneObjectsEditorProps.updateDraft(
+                pruneObjectsEditorProps.operationId,
+                { simpleMode: false }
+              )
+            }
+          >
+            {t('Advanced')}
+          </Button>
+        </div>
+      </div>
+
+      <div className='space-y-1.5'>
+        <label className='text-xs font-medium'>{t('Type (common)')}</label>
+        <Input
+          value={draft.typeText}
+          onChange={(e) =>
+            pruneObjectsEditorProps.updateDraft(
+              pruneObjectsEditorProps.operationId,
+              { typeText: e.target.value }
+            )
+          }
+          placeholder='redacted_thinking'
+          className='h-8 text-xs'
+        />
+      </div>
+
+      {draft.simpleMode ? (
+        <p className='text-muted-foreground mt-2 text-xs'>
+          {t('Simple mode: prune objects by type, e.g. redacted_thinking.')}
+        </p>
+      ) : (
+        <>
+          <div className='mt-3 grid gap-3 sm:grid-cols-2'>
+            <div className='space-y-1'>
+              <label className='text-xs font-medium'>{t('Logic')}</label>
+              <Select
+                items={[
+                  { value: 'AND', label: t('All Must Match (AND)') },
+                  { value: 'OR', label: t('Any Match (OR)') },
+                ]}
+                value={draft.logic}
+                onValueChange={(v) =>
+                  pruneObjectsEditorProps.updateDraft(
+                    pruneObjectsEditorProps.operationId,
+                    { logic: v || 'AND' }
+                  )
+                }
+              >
+                <SelectTrigger className='h-8 text-xs'>
+                  <SelectValue />
+                </SelectTrigger>
+                <SelectContent alignItemWithTrigger={false}>
+                  <SelectGroup>
+                    <SelectItem value='AND'>
+                      {t('All Must Match (AND)')}
+                    </SelectItem>
+                    <SelectItem value='OR'>{t('Any Match (OR)')}</SelectItem>
+                  </SelectGroup>
+                </SelectContent>
+              </Select>
+            </div>
+            <div className='space-y-1'>
+              <label className='text-xs font-medium'>
+                {t('Recursion Strategy')}
+              </label>
+              <div className='flex gap-1'>
+                <Button
+                  type='button'
+                  variant={draft.recursive ? 'default' : 'outline'}
+                  size='sm'
+                  className='h-8 text-xs'
+                  onClick={() =>
+                    pruneObjectsEditorProps.updateDraft(
+                      pruneObjectsEditorProps.operationId,
+                      { recursive: true }
+                    )
+                  }
+                >
+                  {t('Recursive')}
+                </Button>
+                <Button
+                  type='button'
+                  variant={draft.recursive ? 'outline' : 'default'}
+                  size='sm'
+                  className='h-8 text-xs'
+                  onClick={() =>
+                    pruneObjectsEditorProps.updateDraft(
+                      pruneObjectsEditorProps.operationId,
+                      { recursive: false }
+                    )
+                  }
+                >
+                  {t('Current Level Only')}
+                </Button>
+              </div>
+            </div>
+          </div>
+
+          <div className='bg-muted/30 mt-3 rounded-md border p-2'>
+            <div className='mb-2 flex items-center justify-between'>
+              <span className='text-xs font-medium'>
+                {t('Additional Conditions')}
+              </span>
+              <Button
+                type='button'
+                variant='outline'
+                size='sm'
+                className='h-7 text-xs'
+                onClick={() =>
+                  pruneObjectsEditorProps.addRule(
+                    pruneObjectsEditorProps.operationId
+                  )
+                }
+              >
+                <Plus className='mr-1 h-3 w-3' />
+                {t('Add Condition')}
+              </Button>
+            </div>
+            {draft.rules.length === 0 ? (
+              <p className='text-muted-foreground text-xs'>
+                {t(
+                  'Without additional conditions, only the type above is used for pruning.'
+                )}
+              </p>
+            ) : (
+              <div className='space-y-2'>
+                {draft.rules.map((rule, ruleIndex) => (
+                  <div
+                    key={rule.id}
+                    className='bg-background rounded-md border p-2'
+                  >
+                    <div className='mb-1 flex items-center justify-between'>
+                      <Badge variant='outline' className='text-[10px]'>
+                        R{ruleIndex + 1}
+                      </Badge>
+                      <Button
+                        type='button'
+                        variant='ghost'
+                        size='sm'
+                        className='text-destructive hover:text-destructive h-6 text-[10px]'
+                        onClick={() =>
+                          pruneObjectsEditorProps.removeRule(
+                            pruneObjectsEditorProps.operationId,
+                            rule.id
+                          )
+                        }
+                      >
+                        <Trash2 className='mr-1 h-3 w-3' />
+                        {t('Delete')}
+                      </Button>
+                    </div>
+                    <div className='grid gap-2 sm:grid-cols-3'>
+                      <div className='space-y-0.5'>
+                        <label className='text-[10px] font-medium'>
+                          {t('Field Path')}
+                        </label>
+                        <Input
+                          value={rule.path}
+                          onChange={(e) =>
+                            pruneObjectsEditorProps.updateRule(
+                              pruneObjectsEditorProps.operationId,
+                              rule.id,
+                              { path: e.target.value }
+                            )
+                          }
+                          placeholder='type'
+                          className='h-7 text-xs'
+                        />
+                      </div>
+                      <div className='space-y-0.5'>
+                        <label className='text-[10px] font-medium'>
+                          {t('Match Mode')}
+                        </label>
+                        <Select
+                          items={[
+                            ...CONDITION_MODE_OPTIONS.map((o) => ({
+                              value: o.value,
+                              label: t(o.label),
+                            })),
+                          ]}
+                          value={rule.mode}
+                          onValueChange={(v) =>
+                            v !== null &&
+                            pruneObjectsEditorProps.updateRule(
+                              pruneObjectsEditorProps.operationId,
+                              rule.id,
+                              { mode: v }
+                            )
+                          }
+                        >
+                          <SelectTrigger className='h-7 text-xs'>
+                            <SelectValue />
+                          </SelectTrigger>
+                          <SelectContent alignItemWithTrigger={false}>
+                            <SelectGroup>
+                              {CONDITION_MODE_OPTIONS.map((o) => (
+                                <SelectItem key={o.value} value={o.value}>
+                                  {t(o.label)}
+                                </SelectItem>
+                              ))}
+                            </SelectGroup>
+                          </SelectContent>
+                        </Select>
+                      </div>
+                      <div className='space-y-0.5'>
+                        <label className='text-[10px] font-medium'>
+                          {t('Match Value (optional)')}
+                        </label>
+                        <Input
+                          value={rule.value_text}
+                          onChange={(e) =>
+                            pruneObjectsEditorProps.updateRule(
+                              pruneObjectsEditorProps.operationId,
+                              rule.id,
+                              { value_text: e.target.value }
+                            )
+                          }
+                          placeholder='redacted_thinking'
+                          className='h-7 text-xs'
+                        />
+                      </div>
+                    </div>
+                    <div className='mt-1.5 flex flex-wrap gap-3'>
+                      <label className='flex items-center gap-1.5 text-[10px]'>
+                        <Switch
+                          checked={rule.invert}
+                          onCheckedChange={(checked) =>
+                            pruneObjectsEditorProps.updateRule(
+                              pruneObjectsEditorProps.operationId,
+                              rule.id,
+                              { invert: checked }
+                            )
+                          }
+                        />
+                        {t('Invert match')}
+                      </label>
+                      <label className='flex items-center gap-1.5 text-[10px]'>
+                        <Switch
+                          checked={rule.pass_missing_key}
+                          onCheckedChange={(checked) =>
+                            pruneObjectsEditorProps.updateRule(
+                              pruneObjectsEditorProps.operationId,
+                              rule.id,
+                              { pass_missing_key: checked }
+                            )
+                          }
+                        />
+                        {t('Pass when key is missing')}
+                      </label>
+                    </div>
+                  </div>
+                ))}
+              </div>
+            )}
+          </div>
+        </>
+      )}
+    </div>
+  )
+}
+
+// ---------------------------------------------------------------------------
+// SyncFieldsEditor
+// ---------------------------------------------------------------------------
+
+type SyncFieldsEditorProps = {
+  operationId: string
+  syncFromTarget: { type: string; key: string }
+  syncToTarget: { type: string; key: string }
+  updateOperation: (
+    operationId: string,
+    patch: Partial<{ from: string; to: string }>
+  ) => void
+}
+
+export function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
+  const { t } = useTranslation()
+  return (
+    <div className='space-y-3'>
+      <label className='text-xs font-medium'>{t('Sync Endpoints')}</label>
+      <div className='grid gap-3 sm:grid-cols-2'>
+        <div className='space-y-1.5'>
+          <label className='text-[10px] font-medium'>
+            {t('Source Endpoint')}
+          </label>
+          <div className='flex gap-2'>
+            <Select
+              items={[
+                ...SYNC_TARGET_TYPE_OPTIONS.map((o) => ({
+                  value: o.value,
+                  label: t(o.label),
+                })),
+              ]}
+              value={syncFieldsEditorProps.syncFromTarget.type || 'json'}
+              onValueChange={(v) =>
+                v !== null &&
+                syncFieldsEditorProps.updateOperation(
+                  syncFieldsEditorProps.operationId,
+                  {
+                    from: buildSyncTargetSpec(
+                      v,
+                      syncFieldsEditorProps.syncFromTarget.key
+                    ),
+                  }
+                )
+              }
+            >
+              <SelectTrigger className='h-8 w-[110px] text-xs'>
+                <SelectValue />
+              </SelectTrigger>
+              <SelectContent alignItemWithTrigger={false}>
+                <SelectGroup>
+                  {SYNC_TARGET_TYPE_OPTIONS.map((o) => (
+                    <SelectItem key={o.value} value={o.value}>
+                      {t(o.label)}
+                    </SelectItem>
+                  ))}
+                </SelectGroup>
+              </SelectContent>
+            </Select>
+            <Input
+              value={syncFieldsEditorProps.syncFromTarget.key}
+              onChange={(e) =>
+                syncFieldsEditorProps.updateOperation(
+                  syncFieldsEditorProps.operationId,
+                  {
+                    from: buildSyncTargetSpec(
+                      syncFieldsEditorProps.syncFromTarget.type,
+                      e.target.value
+                    ),
+                  }
+                )
+              }
+              placeholder='session_id'
+              className='h-8 text-xs'
+            />
+          </div>
+        </div>
+        <div className='space-y-1.5'>
+          <label className='text-[10px] font-medium'>
+            {t('Target Endpoint')}
+          </label>
+          <div className='flex gap-2'>
+            <Select
+              items={[
+                ...SYNC_TARGET_TYPE_OPTIONS.map((o) => ({
+                  value: o.value,
+                  label: t(o.label),
+                })),
+              ]}
+              value={syncFieldsEditorProps.syncToTarget.type || 'json'}
+              onValueChange={(v) =>
+                v !== null &&
+                syncFieldsEditorProps.updateOperation(
+                  syncFieldsEditorProps.operationId,
+                  {
+                    to: buildSyncTargetSpec(
+                      v,
+                      syncFieldsEditorProps.syncToTarget.key
+                    ),
+                  }
+                )
+              }
+            >
+              <SelectTrigger className='h-8 w-[110px] text-xs'>
+                <SelectValue />
+              </SelectTrigger>
+              <SelectContent alignItemWithTrigger={false}>
+                <SelectGroup>
+                  {SYNC_TARGET_TYPE_OPTIONS.map((o) => (
+                    <SelectItem key={o.value} value={o.value}>
+                      {t(o.label)}
+                    </SelectItem>
+                  ))}
+                </SelectGroup>
+              </SelectContent>
+            </Select>
+            <Input
+              value={syncFieldsEditorProps.syncToTarget.key}
+              onChange={(e) =>
+                syncFieldsEditorProps.updateOperation(
+                  syncFieldsEditorProps.operationId,
+                  {
+                    to: buildSyncTargetSpec(
+                      syncFieldsEditorProps.syncToTarget.type,
+                      e.target.value
+                    ),
+                  }
+                )
+              }
+              placeholder='prompt_cache_key'
+              className='h-8 text-xs'
+            />
+          </div>
+        </div>
+      </div>
+      <div className='flex flex-wrap gap-1'>
+        {[
+          {
+            label: 'header:session_id -> json:prompt_cache_key',
+            from: 'header:session_id',
+            to: 'json:prompt_cache_key',
+          },
+          {
+            label: 'json:prompt_cache_key -> header:session_id',
+            from: 'json:prompt_cache_key',
+            to: 'header:session_id',
+          },
+        ].map((preset) => (
+          <Button
+            key={preset.label}
+            type='button'
+            variant='outline'
+            size='sm'
+            className='h-6 text-[10px]'
+            onClick={() =>
+              syncFieldsEditorProps.updateOperation(
+                syncFieldsEditorProps.operationId,
+                { from: preset.from, to: preset.to }
+              )
+            }
+          >
+            {preset.label}
+          </Button>
+        ))}
+      </div>
+    </div>
+  )
+}
diff --git a/web/default/src/features/channels/components/drawers/channel-editor-navigation.tsx b/web/default/src/features/channels/components/drawers/channel-editor-navigation.tsx
new file mode 100644
index 0000000..4fd4646
--- /dev/null
+++ b/web/default/src/features/channels/components/drawers/channel-editor-navigation.tsx
@@ -0,0 +1,217 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import type { ReactNode } from 'react'
+import { AlertCircle, CheckCircle2, Circle } from 'lucide-react'
+import { cn } from '@/lib/utils'
+
+export type ChannelEditorSectionStatus =
+  | 'complete'
+  | 'configured'
+  | 'error'
+  | 'idle'
+
+export type ChannelEditorNavChildItem = {
+  id: string
+  title: string
+  configured?: boolean
+}
+
+export type ChannelEditorNavItem = {
+  id: string
+  title: string
+  description?: string
+  statusLabel: string
+  status: ChannelEditorSectionStatus
+  icon: ReactNode
+  configured?: boolean
+  children?: ChannelEditorNavChildItem[]
+}
+
+export function CardHeading({
+  title,
+  icon,
+}: {
+  title: string
+  icon?: ReactNode
+}) {
+  return (
+    <div className='flex items-center gap-3'>
+      {icon && (
+        <span className='bg-muted text-muted-foreground flex size-8 shrink-0 items-center justify-center rounded-md'>
+          {icon}
+        </span>
+      )}
+      <h3 className='text-sm font-semibold'>{title}</h3>
+    </div>
+  )
+}
+
+export function SubHeading({
+  title,
+  icon,
+}: {
+  title: string
+  icon?: ReactNode
+}) {
+  return (
+    <div className='flex items-center gap-2'>
+      {icon && <span className='text-muted-foreground'>{icon}</span>}
+      <h4 className='text-muted-foreground text-xs font-medium uppercase'>
+        {title}
+      </h4>
+    </div>
+  )
+}
+
+function getSectionStatusIcon(status: ChannelEditorSectionStatus): ReactNode {
+  if (status === 'error') {
+    return <AlertCircle className='h-3.5 w-3.5' aria-hidden='true' />
+  }
+  if (status === 'complete' || status === 'configured') {
+    return <CheckCircle2 className='h-3.5 w-3.5' aria-hidden='true' />
+  }
+  return <Circle className='h-3.5 w-3.5' aria-hidden='true' />
+}
+
+export function ChannelEditorNav(props: {
+  providerLogo: ReactNode
+  providerLabel: string
+  statusLabel: string
+  progressLabel: string
+  navigationLabel: string
+  items: ChannelEditorNavItem[]
+  activeItemId?: string
+  expandedItemId?: string
+  onNavigate: (targetId: string) => void
+}) {
+  return (
+    <aside className='hidden self-start lg:sticky lg:top-4 lg:z-20 lg:block'>
+      <div className='flex max-h-[calc(100dvh-12rem)] flex-col gap-3 overflow-y-auto overscroll-contain pr-1'>
+        <div className='border-border/60 bg-muted/20 rounded-lg border p-3'>
+          <div className='flex min-w-0 items-center gap-2'>
+            <span className='bg-background flex size-8 shrink-0 items-center justify-center rounded-md border'>
+              {props.providerLogo}
+            </span>
+            <div className='min-w-0'>
+              <p className='truncate text-sm font-medium'>
+                {props.providerLabel}
+              </p>
+              <p className='text-muted-foreground truncate text-xs'>
+                {props.statusLabel} · {props.progressLabel}
+              </p>
+            </div>
+          </div>
+        </div>
+
+        <nav
+          className='border-border/60 bg-background rounded-lg border p-1'
+          aria-label={props.navigationLabel}
+        >
+          {props.items.map((item) => {
+            const isError = item.status === 'error'
+            const isDone =
+              item.status === 'complete' || item.status === 'configured'
+            const isConfigured = Boolean(item.configured)
+            const isActive = props.activeItemId === item.id
+            const isExpanded = props.expandedItemId === item.id
+            return (
+              <div key={item.id}>
+                <button
+                  type='button'
+                  className={cn(
+                    'hover:bg-muted/60 flex w-full items-start gap-2 rounded-md px-2 py-2 text-left transition-colors',
+                    isActive && 'bg-muted/70',
+                    isConfigured && !isError && 'text-primary',
+                    isError && 'text-destructive hover:bg-destructive/10'
+                  )}
+                  onClick={() => props.onNavigate(item.id)}
+                  aria-current={isActive ? 'true' : undefined}
+                >
+                  <span
+                    className={cn(
+                      'bg-muted text-muted-foreground mt-0.5 flex size-7 shrink-0 items-center justify-center rounded-md',
+                      isConfigured && !isError && 'bg-primary/10 text-primary',
+                      isError && 'bg-destructive/10 text-destructive',
+                      isDone && !isError && 'text-primary'
+                    )}
+                  >
+                    {item.icon}
+                  </span>
+                  <span className='min-w-0 flex-1'>
+                    <span className='block truncate text-sm font-medium'>
+                      {item.title}
+                    </span>
+                    {item.description && (
+                      <span className='text-muted-foreground block truncate text-xs'>
+                        {item.description}
+                      </span>
+                    )}
+                  </span>
+                  <span
+                    className={cn(
+                      'text-muted-foreground mt-1 shrink-0',
+                      isError && 'text-destructive',
+                      isDone && !isError && 'text-primary',
+                      isConfigured && !isError && 'pt-1.5'
+                    )}
+                    aria-label={item.statusLabel}
+                  >
+                    {isConfigured && !isError && !isDone ? (
+                      <span
+                        className='bg-success block size-2 rounded-full'
+                        aria-hidden='true'
+                      />
+                    ) : (
+                      getSectionStatusIcon(item.status)
+                    )}
+                  </span>
+                </button>
+                {item.children && isExpanded && (
+                  <div className='border-border/60 ml-5 flex flex-col gap-0.5 border-l py-1 pl-3'>
+                    {item.children.map((child) => (
+                      <button
+                        key={child.id}
+                        type='button'
+                        className={cn(
+                          'text-muted-foreground hover:bg-muted/50 hover:text-foreground flex w-full items-center gap-2 rounded-md px-2 py-1 text-left text-xs transition-colors',
+                          child.configured && 'text-primary'
+                        )}
+                        onClick={() => props.onNavigate(child.id)}
+                      >
+                        <span className='min-w-0 flex-1 truncate'>
+                          {child.title}
+                        </span>
+                        {child.configured && (
+                          <span
+                            className='bg-success size-1.5 shrink-0 rounded-full'
+                            aria-hidden='true'
+                          />
+                        )}
+                      </button>
+                    ))}
+                  </div>
+                )}
+              </div>
+            )
+          })}
+        </nav>
+      </div>
+    </aside>
+  )
+}
diff --git a/web/default/src/features/channels/components/drawers/channel-editor-state.ts b/web/default/src/features/channels/components/drawers/channel-editor-state.ts
new file mode 100644
index 0000000..5b4315d
--- /dev/null
+++ b/web/default/src/features/channels/components/drawers/channel-editor-state.ts
@@ -0,0 +1,201 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import type { ChannelFormValues } from '../../lib'
+import type { ChannelEditorSectionStatus } from './channel-editor-navigation'
+
+export type ModelMappingGuardrail = {
+  invalidJson: boolean
+  entries: Array<{ source: string; target: string }>
+  missingSourceModels: string[]
+  exposedTargetModels: string[]
+}
+
+// Helper functions
+export const createEmptyModelMappingGuardrail = (): ModelMappingGuardrail => ({
+  invalidJson: false,
+  entries: [],
+  missingSourceModels: [],
+  exposedTargetModels: [],
+})
+
+export const formatModelNames = (models: string[]): string =>
+  models.map((model) => `"${model}"`).join(', ')
+
+export const MODEL_MAPPING_PREVIEW_FALLBACK: Array<{
+  source: string
+  target: string
+}> = [{ source: 'client-model', target: 'upstream-model' }]
+
+export const ADVANCED_SETTINGS_EXPANDED_KEY =
+  'channel-advanced-settings-expanded'
+export const CHANNEL_EDITOR_SECTION_IDS = {
+  identity: 'channel-section-identity',
+  apiAccess: 'channel-section-api-access',
+  models: 'channel-section-models',
+  advanced: 'channel-section-advanced',
+} as const
+export const CHANNEL_EDITOR_MAIN_SECTION_IDS = [
+  CHANNEL_EDITOR_SECTION_IDS.identity,
+  CHANNEL_EDITOR_SECTION_IDS.apiAccess,
+  CHANNEL_EDITOR_SECTION_IDS.models,
+  CHANNEL_EDITOR_SECTION_IDS.advanced,
+]
+export const ADVANCED_SETTINGS_SECTION_IDS = {
+  routingStrategy: 'channel-section-advanced-routing-strategy',
+  internalNotes: 'channel-section-advanced-internal-notes',
+  overrideRules: 'channel-section-advanced-override-rules',
+  videoTaskProtocol: 'channel-section-advanced-video-task-protocol',
+  responseMapping: 'channel-section-advanced-response-mapping',
+  fieldPassthrough: 'channel-section-advanced-field-passthrough',
+  extraSettings: 'channel-section-advanced-extra-settings',
+  upstreamModelDetection: 'channel-section-advanced-upstream-model-detection',
+} as const
+export const ADVANCED_SETTINGS_CHILD_SECTION_IDS: string[] = Object.values(
+  ADVANCED_SETTINGS_SECTION_IDS
+)
+export const ADVANCED_ERROR_FIELDS = [
+  'priority',
+  'weight',
+  'test_model',
+  'auto_ban',
+  'status_code_mapping',
+  'tag',
+  'remark',
+  'param_override',
+  'header_override',
+  'force_format',
+  'thinking_to_content',
+  'proxy',
+  'pass_through_body_enabled',
+  'system_prompt',
+  'system_prompt_override',
+  'allow_service_tier',
+  'disable_store',
+  'allow_safety_identifier',
+  'allow_include_obfuscation',
+  'allow_inference_geo',
+  'allow_speed',
+  'claude_beta_query',
+  'upstream_model_update_check_enabled',
+  'upstream_model_update_auto_sync_enabled',
+  'upstream_model_update_ignored_models',
+  'video_task_path_override_enabled',
+  'video_task_protocol_enabled',
+  'video_task_submit_path',
+  'video_task_query_path',
+  'video_task_task_id_path',
+  'video_task_status_path',
+  'video_task_progress_path',
+  'video_task_result_url_paths',
+  'video_task_error_message_path',
+  'video_task_status_submitted',
+  'video_task_status_queued',
+  'video_task_status_running',
+  'video_task_status_succeeded',
+  'video_task_status_failed',
+] satisfies (keyof ChannelFormValues)[]
+export const UPSTREAM_DETECTED_MODEL_PREVIEW_LIMIT = 8
+
+export function readAdvancedSettingsPreference(): boolean {
+  if (typeof window === 'undefined') return false
+  return window.localStorage.getItem(ADVANCED_SETTINGS_EXPANDED_KEY) === 'true'
+}
+
+export function hasConfiguredOverrideValue(value: unknown): boolean {
+  if (typeof value !== 'string') return false
+
+  const trimmed = value.trim()
+  if (!trimmed || trimmed === 'null') return false
+
+  try {
+    const parsed = JSON.parse(trimmed)
+    if (parsed === null) return false
+    if (Array.isArray(parsed)) return parsed.length > 0
+    if (typeof parsed === 'object') return Object.keys(parsed).length > 0
+  } catch {
+    return true
+  }
+
+  return true
+}
+
+export function hasAdvancedSettingsValues(values: ChannelFormValues): boolean {
+  return Boolean(
+    values.model_mapping?.trim() ||
+    values.advanced_custom?.trim() ||
+    hasConfiguredOverrideValue(values.param_override) ||
+    hasConfiguredOverrideValue(values.header_override) ||
+    hasConfiguredOverrideValue(values.status_code_mapping) ||
+    values.tag?.trim() ||
+    values.remark?.trim() ||
+    values.priority ||
+    values.weight ||
+    values.proxy?.trim() ||
+    values.system_prompt?.trim() ||
+    values.force_format ||
+    values.thinking_to_content ||
+    values.pass_through_body_enabled ||
+    values.system_prompt_override ||
+    values.claude_beta_query ||
+    values.video_task_path_override_enabled ||
+    values.video_task_protocol_enabled ||
+    values.upstream_model_update_check_enabled ||
+    values.upstream_model_update_auto_sync_enabled ||
+    values.upstream_model_update_ignored_models?.trim()
+  )
+}
+
+export function parseSettingsRecord(
+  settings: string | undefined
+): Record<string, unknown> {
+  if (!settings?.trim()) return {}
+  try {
+    const parsed = JSON.parse(settings)
+    if (parsed && typeof parsed === 'object' && !Array.isArray(parsed)) {
+      return parsed as Record<string, unknown>
+    }
+  } catch {
+    return {}
+  }
+  return {}
+}
+
+export function formatUnixTime(timestamp: unknown): string {
+  const seconds = Number(timestamp)
+  if (!Number.isFinite(seconds) || seconds <= 0) return '-'
+  return new Date(seconds * 1000).toLocaleString()
+}
+
+export function getCompletionStatus(
+  hasErrors: boolean,
+  isComplete: boolean
+): ChannelEditorSectionStatus {
+  if (hasErrors) return 'error'
+  if (isComplete) return 'complete'
+  return 'idle'
+}
+
+export function getSectionStatusLabel(
+  status: ChannelEditorSectionStatus,
+  t: (key: string) => string
+): string {
+  if (status === 'error') return t('Error')
+  if (status === 'complete' || status === 'configured') return t('Ready')
+  return t('Incomplete')
+}
diff --git a/web/default/src/features/channels/components/drawers/channel-mutate-drawer.tsx b/web/default/src/features/channels/components/drawers/channel-mutate-drawer.tsx
index 3500e70..da8d288 100644
--- a/web/default/src/features/channels/components/drawers/channel-mutate-drawer.tsx
+++ b/web/default/src/features/channels/components/drawers/channel-mutate-drawer.tsx
@@ -16,23 +16,13 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
-import {
-  type ReactNode,
-  useEffect,
-  useState,
-  useMemo,
-  useCallback,
-  useRef,
-} from 'react'
+import { useEffect, useState, useMemo, useCallback, useRef } from 'react'
 import { type SubmitErrorHandler, useForm } from 'react-hook-form'
 import { zodResolver } from '@hookform/resolvers/zod'
 import { useQuery, useQueryClient } from '@tanstack/react-query'
 import {
   ArrowRight,
-  AlertCircle,
   Boxes,
-  CheckCircle2,
-  Circle,
   ClipboardPaste,
   HelpCircle,
   Loader2,
@@ -60,7 +50,6 @@ import {
   type ChannelConnectionInfo,
 } from '@/lib/channel-connection-info'
 import { getLobeIcon } from '@/lib/lobe-icon'
-import { cn } from '@/lib/utils'
 import { useCopyToClipboard } from '@/hooks/use-copy-to-clipboard'
 import { useHiddenClickUnlock } from '@/hooks/use-hidden-click-unlock'
 import { Alert, AlertDescription } from '@/components/ui/alert'
@@ -178,6 +167,34 @@ import {
 import { ParamOverrideEditorDialog } from '../dialogs/param-override-editor-dialog'
 import { StatusCodeRiskDialog } from '../dialogs/status-code-risk-dialog'
 import { ModelMappingEditor } from '../model-mapping-editor'
+import {
+  CardHeading,
+  ChannelEditorNav,
+  SubHeading,
+  type ChannelEditorNavChildItem,
+  type ChannelEditorNavItem,
+  type ChannelEditorSectionStatus,
+} from './channel-editor-navigation'
+import {
+  ADVANCED_ERROR_FIELDS,
+  ADVANCED_SETTINGS_CHILD_SECTION_IDS,
+  ADVANCED_SETTINGS_EXPANDED_KEY,
+  ADVANCED_SETTINGS_SECTION_IDS,
+  CHANNEL_EDITOR_MAIN_SECTION_IDS,
+  CHANNEL_EDITOR_SECTION_IDS,
+  MODEL_MAPPING_PREVIEW_FALLBACK,
+  UPSTREAM_DETECTED_MODEL_PREVIEW_LIMIT,
+  createEmptyModelMappingGuardrail,
+  formatModelNames,
+  formatUnixTime,
+  getCompletionStatus,
+  getSectionStatusLabel,
+  hasAdvancedSettingsValues,
+  hasConfiguredOverrideValue,
+  parseSettingsRecord,
+  readAdvancedSettingsPreference,
+  type ModelMappingGuardrail,
+} from './channel-editor-state'
 import {
   ChannelAdvancedSection,
   ChannelApiAccessSection,
@@ -193,366 +210,6 @@ type ChannelMutateDrawerProps = {
   currentRow?: Channel | null
 }
 
-type ModelMappingGuardrail = {
-  invalidJson: boolean
-  entries: Array<{ source: string; target: string }>
-  missingSourceModels: string[]
-  exposedTargetModels: string[]
-}
-
-type ChannelEditorSectionStatus = 'complete' | 'configured' | 'error' | 'idle'
-
-type ChannelEditorNavChildItem = {
-  id: string
-  title: string
-  configured?: boolean
-}
-
-type ChannelEditorNavItem = {
-  id: string
-  title: string
-  description?: string
-  statusLabel: string
-  status: ChannelEditorSectionStatus
-  icon: ReactNode
-  configured?: boolean
-  children?: ChannelEditorNavChildItem[]
-}
-
-// Helper functions
-const createEmptyModelMappingGuardrail = (): ModelMappingGuardrail => ({
-  invalidJson: false,
-  entries: [],
-  missingSourceModels: [],
-  exposedTargetModels: [],
-})
-
-const formatModelNames = (models: string[]): string =>
-  models.map((model) => `"${model}"`).join(', ')
-
-const MODEL_MAPPING_PREVIEW_FALLBACK: Array<{
-  source: string
-  target: string
-}> = [{ source: 'client-model', target: 'upstream-model' }]
-
-const ADVANCED_SETTINGS_EXPANDED_KEY = 'channel-advanced-settings-expanded'
-const CHANNEL_EDITOR_SECTION_IDS = {
-  identity: 'channel-section-identity',
-  apiAccess: 'channel-section-api-access',
-  models: 'channel-section-models',
-  advanced: 'channel-section-advanced',
-} as const
-const CHANNEL_EDITOR_MAIN_SECTION_IDS = [
-  CHANNEL_EDITOR_SECTION_IDS.identity,
-  CHANNEL_EDITOR_SECTION_IDS.apiAccess,
-  CHANNEL_EDITOR_SECTION_IDS.models,
-  CHANNEL_EDITOR_SECTION_IDS.advanced,
-]
-const ADVANCED_SETTINGS_SECTION_IDS = {
-  routingStrategy: 'channel-section-advanced-routing-strategy',
-  internalNotes: 'channel-section-advanced-internal-notes',
-  overrideRules: 'channel-section-advanced-override-rules',
-  videoTaskProtocol: 'channel-section-advanced-video-task-protocol',
-  responseMapping: 'channel-section-advanced-response-mapping',
-  fieldPassthrough: 'channel-section-advanced-field-passthrough',
-  extraSettings: 'channel-section-advanced-extra-settings',
-  upstreamModelDetection: 'channel-section-advanced-upstream-model-detection',
-} as const
-const ADVANCED_SETTINGS_CHILD_SECTION_IDS: string[] = Object.values(
-  ADVANCED_SETTINGS_SECTION_IDS
-)
-const ADVANCED_ERROR_FIELDS = [
-  'priority',
-  'weight',
-  'test_model',
-  'auto_ban',
-  'status_code_mapping',
-  'tag',
-  'remark',
-  'param_override',
-  'header_override',
-  'force_format',
-  'thinking_to_content',
-  'proxy',
-  'pass_through_body_enabled',
-  'system_prompt',
-  'system_prompt_override',
-  'allow_service_tier',
-  'disable_store',
-  'allow_safety_identifier',
-  'allow_include_obfuscation',
-  'allow_inference_geo',
-  'allow_speed',
-  'claude_beta_query',
-  'upstream_model_update_check_enabled',
-  'upstream_model_update_auto_sync_enabled',
-  'upstream_model_update_ignored_models',
-  'video_task_path_override_enabled',
-  'video_task_protocol_enabled',
-  'video_task_submit_path',
-  'video_task_query_path',
-  'video_task_task_id_path',
-  'video_task_status_path',
-  'video_task_progress_path',
-  'video_task_result_url_paths',
-  'video_task_error_message_path',
-  'video_task_status_submitted',
-  'video_task_status_queued',
-  'video_task_status_running',
-  'video_task_status_succeeded',
-  'video_task_status_failed',
-] satisfies (keyof ChannelFormValues)[]
-const UPSTREAM_DETECTED_MODEL_PREVIEW_LIMIT = 8
-
-function readAdvancedSettingsPreference(): boolean {
-  if (typeof window === 'undefined') return false
-  return window.localStorage.getItem(ADVANCED_SETTINGS_EXPANDED_KEY) === 'true'
-}
-
-function hasConfiguredOverrideValue(value: unknown): boolean {
-  if (typeof value !== 'string') return false
-
-  const trimmed = value.trim()
-  if (!trimmed || trimmed === 'null') return false
-
-  try {
-    const parsed = JSON.parse(trimmed)
-    if (parsed === null) return false
-    if (Array.isArray(parsed)) return parsed.length > 0
-    if (typeof parsed === 'object') return Object.keys(parsed).length > 0
-  } catch {
-    return true
-  }
-
-  return true
-}
-
-function hasAdvancedSettingsValues(values: ChannelFormValues): boolean {
-  return Boolean(
-    values.model_mapping?.trim() ||
-    values.advanced_custom?.trim() ||
-    hasConfiguredOverrideValue(values.param_override) ||
-    hasConfiguredOverrideValue(values.header_override) ||
-    hasConfiguredOverrideValue(values.status_code_mapping) ||
-    values.tag?.trim() ||
-    values.remark?.trim() ||
-    values.priority ||
-    values.weight ||
-    values.proxy?.trim() ||
-    values.system_prompt?.trim() ||
-    values.force_format ||
-    values.thinking_to_content ||
-    values.pass_through_body_enabled ||
-    values.system_prompt_override ||
-    values.claude_beta_query ||
-    values.video_task_path_override_enabled ||
-    values.video_task_protocol_enabled ||
-    values.upstream_model_update_check_enabled ||
-    values.upstream_model_update_auto_sync_enabled ||
-    values.upstream_model_update_ignored_models?.trim()
-  )
-}
-
-function parseSettingsRecord(
-  settings: string | undefined
-): Record<string, unknown> {
-  if (!settings?.trim()) return {}
-  try {
-    const parsed = JSON.parse(settings)
-    if (parsed && typeof parsed === 'object' && !Array.isArray(parsed)) {
-      return parsed as Record<string, unknown>
-    }
-  } catch {
-    return {}
-  }
-  return {}
-}
-
-function formatUnixTime(timestamp: unknown): string {
-  const seconds = Number(timestamp)
-  if (!Number.isFinite(seconds) || seconds <= 0) return '-'
-  return new Date(seconds * 1000).toLocaleString()
-}
-
-function CardHeading({ title, icon }: { title: string; icon?: ReactNode }) {
-  return (
-    <div className='flex items-center gap-3'>
-      {icon && (
-        <span className='bg-muted text-muted-foreground flex size-8 shrink-0 items-center justify-center rounded-md'>
-          {icon}
-        </span>
-      )}
-      <h3 className='text-sm font-semibold tracking-tight'>{title}</h3>
-    </div>
-  )
-}
-
-function SubHeading({ title, icon }: { title: string; icon?: ReactNode }) {
-  return (
-    <div className='flex items-center gap-2'>
-      {icon && <span className='text-muted-foreground'>{icon}</span>}
-      <h4 className='text-muted-foreground text-xs font-medium tracking-wide uppercase'>
-        {title}
-      </h4>
-    </div>
-  )
-}
-
-function getSectionStatusIcon(status: ChannelEditorSectionStatus): ReactNode {
-  if (status === 'error') {
-    return <AlertCircle className='h-3.5 w-3.5' aria-hidden='true' />
-  }
-  if (status === 'complete' || status === 'configured') {
-    return <CheckCircle2 className='h-3.5 w-3.5' aria-hidden='true' />
-  }
-  return <Circle className='h-3.5 w-3.5' aria-hidden='true' />
-}
-
-function getCompletionStatus(
-  hasErrors: boolean,
-  isComplete: boolean
-): ChannelEditorSectionStatus {
-  if (hasErrors) return 'error'
-  if (isComplete) return 'complete'
-  return 'idle'
-}
-
-function getSectionStatusLabel(
-  status: ChannelEditorSectionStatus,
-  t: (key: string) => string
-): string {
-  if (status === 'error') return t('Error')
-  if (status === 'complete' || status === 'configured') return t('Ready')
-  return t('Incomplete')
-}
-
-function ChannelEditorNav(props: {
-  providerLogo: ReactNode
-  providerLabel: string
-  statusLabel: string
-  progressLabel: string
-  navigationLabel: string
-  items: ChannelEditorNavItem[]
-  activeItemId?: string
-  expandedItemId?: string
-  onNavigate: (targetId: string) => void
-}) {
-  return (
-    <aside className='hidden self-start lg:sticky lg:top-4 lg:z-20 lg:block'>
-      <div className='flex max-h-[calc(100dvh-12rem)] flex-col gap-3 overflow-y-auto overscroll-contain pr-1'>
-        <div className='border-border/60 bg-muted/20 rounded-lg border p-3'>
-          <div className='flex min-w-0 items-center gap-2'>
-            <span className='bg-background flex size-8 shrink-0 items-center justify-center rounded-md border'>
-              {props.providerLogo}
-            </span>
-            <div className='min-w-0'>
-              <p className='truncate text-sm font-medium'>
-                {props.providerLabel}
-              </p>
-              <p className='text-muted-foreground truncate text-xs'>
-                {props.statusLabel} · {props.progressLabel}
-              </p>
-            </div>
-          </div>
-        </div>
-
-        <nav
-          className='border-border/60 bg-background rounded-lg border p-1'
-          aria-label={props.navigationLabel}
-        >
-          {props.items.map((item) => {
-            const isError = item.status === 'error'
-            const isDone =
-              item.status === 'complete' || item.status === 'configured'
-            const isConfigured = Boolean(item.configured)
-            const isActive = props.activeItemId === item.id
-            const isExpanded = props.expandedItemId === item.id
-            return (
-              <div key={item.id}>
-                <button
-                  type='button'
-                  className={cn(
-                    'hover:bg-muted/60 flex w-full items-start gap-2 rounded-md px-2 py-2 text-left transition-colors',
-                    isActive && 'bg-muted/70',
-                    isConfigured && !isError && 'text-primary',
-                    isError && 'text-destructive hover:bg-destructive/10'
-                  )}
-                  onClick={() => props.onNavigate(item.id)}
-                  aria-current={isActive ? 'true' : undefined}
-                >
-                  <span
-                    className={cn(
-                      'bg-muted text-muted-foreground mt-0.5 flex size-7 shrink-0 items-center justify-center rounded-md',
-                      isConfigured && !isError && 'bg-primary/10 text-primary',
-                      isError && 'bg-destructive/10 text-destructive',
-                      isDone && !isError && 'text-primary'
-                    )}
-                  >
-                    {item.icon}
-                  </span>
-                  <span className='min-w-0 flex-1'>
-                    <span className='block truncate text-sm font-medium'>
-                      {item.title}
-                    </span>
-                    {item.description && (
-                      <span className='text-muted-foreground block truncate text-xs'>
-                        {item.description}
-                      </span>
-                    )}
-                  </span>
-                  <span
-                    className={cn(
-                      'text-muted-foreground mt-1 shrink-0',
-                      isError && 'text-destructive',
-                      isDone && !isError && 'text-primary',
-                      isConfigured && !isError && 'pt-1.5'
-                    )}
-                    aria-label={item.statusLabel}
-                  >
-                    {isConfigured && !isError && !isDone ? (
-                      <span
-                        className='bg-success block size-2 rounded-full'
-                        aria-hidden='true'
-                      />
-                    ) : (
-                      getSectionStatusIcon(item.status)
-                    )}
-                  </span>
-                </button>
-                {item.children && isExpanded && (
-                  <div className='border-border/60 ml-5 flex flex-col gap-0.5 border-l py-1 pl-3'>
-                    {item.children.map((child) => (
-                      <button
-                        key={child.id}
-                        type='button'
-                        className={cn(
-                          'text-muted-foreground hover:bg-muted/50 hover:text-foreground flex w-full items-center gap-2 rounded-md px-2 py-1 text-left text-xs transition-colors',
-                          child.configured && 'text-primary'
-                        )}
-                        onClick={() => props.onNavigate(child.id)}
-                      >
-                        <span className='min-w-0 flex-1 truncate'>
-                          {child.title}
-                        </span>
-                        {child.configured && (
-                          <span
-                            className='bg-success size-1.5 shrink-0 rounded-full'
-                            aria-hidden='true'
-                          />
-                        )}
-                      </button>
-                    ))}
-                  </div>
-                )}
-              </div>
-            )
-          })}
-        </nav>
-      </div>
-    </aside>
-  )
-}
-
 export function ChannelMutateDrawer({
   open,
   onOpenChange,
@@ -3263,7 +2920,7 @@ export function ChannelMutateDrawer({
                                             align='start'
                                             className='max-w-xs space-y-2 text-left'
                                           >
-                                            <p className='text-xs font-semibold tracking-wide uppercase'>
+                                            <p className='text-xs font-semibold uppercase'>
                                               {t('Request flow')}
                                             </p>
                                             <div className='space-y-1 font-mono text-xs'>
diff --git a/web/default/src/features/channels/components/numeric-spinner-input.tsx b/web/default/src/features/channels/components/numeric-spinner-input.tsx
index 6dff06a..2912075 100644
--- a/web/default/src/features/channels/components/numeric-spinner-input.tsx
+++ b/web/default/src/features/channels/components/numeric-spinner-input.tsx
@@ -18,6 +18,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 */
 import { useState, useEffect, useRef } from 'react'
 import { Minus, Plus } from 'lucide-react'
+import { useTranslation } from 'react-i18next'
 import { cn } from '@/lib/utils'
 import { Label } from '@/components/ui/label'
 
@@ -42,6 +43,7 @@ export function NumericSpinnerInput({
   className,
   label,
 }: NumericSpinnerInputProps) {
+  const { t } = useTranslation()
   const [localValue, setLocalValue] = useState(String(value ?? 0))
   const [editing, setEditing] = useState(false)
   const inputRef = useRef<HTMLInputElement>(null)
@@ -134,7 +136,7 @@ export function NumericSpinnerInput({
         <button
           type='button'
           tabIndex={-1}
-          aria-label='Decrement'
+          aria-label={t('Decrement')}
           onClick={handleDecrement}
           disabled={disabled || atMin}
           className={cn(
@@ -176,7 +178,7 @@ export function NumericSpinnerInput({
         <button
           type='button'
           tabIndex={-1}
-          aria-label='Increment'
+          aria-label={t('Increment')}
           onClick={handleIncrement}
           disabled={disabled || atMax}
           className={cn(
diff --git a/web/default/src/features/dashboard/components/models/log-stat-cards.tsx b/web/default/src/features/dashboard/components/models/log-stat-cards.tsx
index 9d3e707..e6051b6 100644
--- a/web/default/src/features/dashboard/components/models/log-stat-cards.tsx
+++ b/web/default/src/features/dashboard/components/models/log-stat-cards.tsx
@@ -122,7 +122,7 @@ export function LogStatCards(props: LogStatCardsProps) {
             >
               <div className='flex items-center gap-2'>
                 <Icon className='text-muted-foreground/60 size-3.5 shrink-0' />
-                <div className='text-muted-foreground truncate text-xs font-medium tracking-wider uppercase'>
+                <div className='text-muted-foreground truncate text-xs font-medium uppercase'>
                   {it.title}
                 </div>
               </div>
@@ -134,7 +134,7 @@ export function LogStatCards(props: LogStatCardsProps) {
                 </div>
               ) : error ? (
                 <>
-                  <div className='text-muted-foreground mt-1.5 font-mono text-lg font-bold tracking-tight tabular-nums sm:mt-2 sm:text-2xl'>
+                  <div className='text-muted-foreground mt-1.5 font-mono text-lg font-bold tabular-nums sm:mt-2 sm:text-2xl'>
                     --
                   </div>
                   <div className='text-muted-foreground/40 mt-1 hidden text-xs md:block'>
@@ -143,7 +143,7 @@ export function LogStatCards(props: LogStatCardsProps) {
                 </>
               ) : (
                 <>
-                  <div className='text-foreground mt-1.5 font-mono text-lg font-bold tracking-tight tabular-nums sm:mt-2 sm:text-2xl'>
+                  <div className='text-foreground mt-1.5 font-mono text-lg font-bold tabular-nums sm:mt-2 sm:text-2xl'>
                     {it.value}
                   </div>
                   <div className='text-muted-foreground/60 mt-1 hidden text-xs md:block'>
diff --git a/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx b/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx
index 8d55ea1..647d77d 100644
--- a/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx
+++ b/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx
@@ -20,6 +20,7 @@ import { useMemo, useState } from 'react'
 import { useQuery } from '@tanstack/react-query'
 import { Link } from '@tanstack/react-router'
 import {
+  AlertCircle,
   ArrowRight,
   BookOpen,
   Check,
@@ -32,6 +33,7 @@ import {
   KeyRound,
   ListChecks,
   RadioTower,
+  RefreshCw,
   ShieldCheck,
   TerminalSquare,
   Timer,
@@ -42,6 +44,7 @@ import { useTranslation } from 'react-i18next'
 import { toast } from 'sonner'
 import { useAuthStore } from '@/stores/auth-store'
 import { getUserModels } from '@/lib/api'
+import { formatNumber, formatQuota } from '@/lib/format'
 import { MOTION_TRANSITION } from '@/lib/motion'
 import { ROLE } from '@/lib/roles'
 import { cn } from '@/lib/utils'
@@ -60,6 +63,7 @@ import {
 import { AnnouncementsPanel } from './announcements-panel'
 import { ApiInfoPanel } from './api-info-panel'
 import { FAQPanel } from './faq-panel'
+import { getDashboardQueryData } from './overview-query-utils'
 import { PerformanceHealthPanel } from './performance-health-panel'
 import { SummaryCards } from './summary-cards'
 import { UptimePanel } from './uptime-panel'
@@ -92,6 +96,7 @@ interface StartStep {
   to: DashboardActionPath
   icon: LucideIcon
   completed: boolean
+  unavailable?: boolean
 }
 
 interface QuickAction {
@@ -109,6 +114,7 @@ interface RequestExample {
   keyId?: number
   displayKey: string
   ready: boolean
+  unavailable: boolean
 }
 
 interface HeroSignal {
@@ -117,6 +123,70 @@ interface HeroSignal {
   icon: LucideIcon
 }
 
+interface OperationsStatusItem {
+  label: string
+  value: string
+  icon: LucideIcon
+  state?: 'error' | 'loading' | 'ready'
+}
+
+function OperationsStatusSummary(props: {
+  items: OperationsStatusItem[]
+  hasError: boolean
+  isRetrying: boolean
+  onRetry: () => void
+}) {
+  const { t } = useTranslation()
+
+  return (
+    <section className='overflow-hidden rounded-lg border'>
+      <div className='bg-card flex min-h-10 items-center justify-between gap-3 border-b px-4 py-2.5 sm:px-5'>
+        <div className='flex min-w-0 items-center gap-2'>
+          <ShieldCheck className='text-success size-4' aria-hidden='true' />
+          <h2 className='truncate text-sm font-semibold'>
+            {t('AI Models and Agents governance console')}
+          </h2>
+        </div>
+        {props.hasError ? (
+          <Button
+            variant='ghost'
+            size='sm'
+            disabled={props.isRetrying}
+            onClick={props.onRetry}
+          >
+            <RefreshCw
+              data-icon='inline-start'
+              className={cn(props.isRetrying && 'animate-spin')}
+            />
+            {t('Retry')}
+          </Button>
+        ) : null}
+      </div>
+      <div className='bg-border grid gap-px sm:grid-cols-2 xl:grid-cols-4'>
+        {props.items.map((item) => {
+          const Icon = item.icon
+          return (
+            <div key={item.label} className='bg-card min-w-0 px-4 py-3 sm:px-5'>
+              <div className='text-muted-foreground flex items-center gap-2 text-xs'>
+                <Icon className='size-3.5' aria-hidden='true' />
+                <span className='truncate'>{item.label}</span>
+              </div>
+              <div
+                className={cn(
+                  'mt-1.5 truncate text-lg font-semibold tabular-nums',
+                  item.state === 'error' && 'text-destructive'
+                )}
+              >
+                {item.value}
+              </div>
+            </div>
+          )
+        })}
+      </div>
+    </section>
+  )
+}
+
 function getSavedSetupGuideExpanded(): boolean | null {
   if (typeof window === 'undefined') return null
   const saved = window.localStorage.getItem(SETUP_GUIDE_VISIBILITY_STORAGE_KEY)
@@ -197,7 +267,7 @@ function SetupGuideBackdrop(props: { compact?: boolean }) {
       >
         <pre
           className={cn(
-            'absolute right-3 [mask-image:linear-gradient(90deg,transparent_0%,black_30%,black_82%,transparent_100%)] text-right tracking-[0.38em] whitespace-pre',
+            'absolute right-3 [mask-image:linear-gradient(90deg,transparent_0%,black_30%,black_82%,transparent_100%)] text-right whitespace-pre',
             props.compact
               ? '-top-6 text-[9px] leading-4'
               : 'top-1 text-[11px] leading-5'
@@ -219,8 +289,13 @@ function StartStepItem(props: {
   index: number
   isLast: boolean
 }) {
+  const { t } = useTranslation()
   const Icon = props.step.icon
-  const StatusIcon = props.step.completed ? Check : Circle
+  const StatusIcon = props.step.unavailable
+    ? AlertCircle
+    : props.step.completed
+      ? Check
+      : Circle
 
   return (
     <li className='relative flex gap-3 pb-2.5 last:pb-0'>
@@ -233,13 +308,25 @@ function StartStepItem(props: {
       <span
         className={cn(
           'bg-background relative z-10 flex size-8 shrink-0 items-center justify-center rounded-lg border shadow-xs',
-          props.step.completed && 'border-success/30 bg-success/10'
+          props.step.completed && 'border-success/30 bg-success/10',
+          props.step.unavailable && 'border-destructive/30 bg-destructive/10'
         )}
       >
         <StatusIcon
-          className={props.step.completed ? 'text-success size-4' : 'size-4'}
+          className={cn(
+            'size-4',
+            props.step.completed && 'text-success',
+            props.step.unavailable && 'text-destructive'
+          )}
           aria-hidden='true'
         />
+        <span className='sr-only'>
+          {props.step.unavailable
+            ? t('Error')
+            : props.step.completed
+              ? t('Completed')
+              : t('Incomplete')}
+        </span>
       </span>
 
       <Link
@@ -274,6 +361,8 @@ function StartStepItem(props: {
 function RequestPreview(props: {
   example: RequestExample
   signals: HeroSignal[]
+  isRetrying: boolean
+  onRetry: () => void
 }) {
   const { t } = useTranslation()
   const shouldReduceMotion = useReducedMotion()
@@ -339,13 +428,29 @@ function RequestPreview(props: {
               {t('First API request')}
             </div>
             <div className='text-muted-foreground truncate text-xs'>
-              {props.example.ready
-                ? props.example.keyName
-                : t('Create an API key to unlock the real request')}
+              {props.example.unavailable
+                ? t('Request failed')
+                : props.example.ready
+                  ? props.example.keyName
+                  : t('Create an API key to unlock the real request')}
             </div>
           </div>
         </div>
-        {props.example.ready ? (
+        {props.example.unavailable ? (
+          <Button
+            variant='outline'
+            size='sm'
+            className='h-7 px-2 text-xs'
+            disabled={props.isRetrying}
+            onClick={props.onRetry}
+          >
+            <RefreshCw
+              data-icon='inline-start'
+              className={cn(props.isRetrying && 'animate-spin')}
+            />
+            {t('Retry')}
+          </Button>
+        ) : props.example.ready ? (
           <Button
             variant='outline'
             size='sm'
@@ -475,7 +580,11 @@ export function OverviewDashboard() {
     queryKey: ['dashboard', 'overview', 'api-keys'],
     queryFn: async () => {
       const result = await getApiKeys({ p: 1, size: 10 })
-      return result.success ? (result.data?.items ?? []) : []
+      const data = getDashboardQueryData(result)
+      return {
+        items: data?.items ?? [],
+        total: data?.total ?? 0,
+      }
     },
     staleTime: 60 * 1000,
   })
@@ -484,15 +593,25 @@ export function OverviewDashboard() {
     queryKey: ['dashboard', 'overview', 'user-models'],
     queryFn: async () => {
       const result = await getUserModels()
-      return result.success ? (result.data ?? []) : []
+      return getDashboardQueryData(result) ?? []
     },
     staleTime: 5 * 60 * 1000,
   })
 
   const preferredKey = useMemo(
-    () => getPreferredKey(apiKeysQuery.data ?? []),
+    () => getPreferredKey(apiKeysQuery.data?.items ?? []),
     [apiKeysQuery.data]
   )
+  const hasOperationsError = apiKeysQuery.isError || modelsQuery.isError
+  const isOperationsRetrying =
+    (apiKeysQuery.isError && apiKeysQuery.isFetching) ||
+    (modelsQuery.isError && modelsQuery.isFetching)
+  const handleOperationsRetry = () => {
+    const retries: Promise<unknown>[] = []
+    if (apiKeysQuery.isError) retries.push(apiKeysQuery.refetch())
+    if (modelsQuery.isError) retries.push(modelsQuery.refetch())
+    void Promise.all(retries)
+  }
 
   const startSteps = useMemo<StartStep[]>(
     () => [
@@ -502,6 +621,7 @@ export function OverviewDashboard() {
         to: '/keys',
         icon: KeyRound,
         completed: Boolean(preferredKey),
+        unavailable: apiKeysQuery.isError,
       },
       {
         title: t('Add credits'),
@@ -518,7 +638,14 @@ export function OverviewDashboard() {
         completed: requestCount > 0,
       },
     ],
-    [preferredKey, remainQuota, requestCount, t, usedQuota]
+    [
+      apiKeysQuery.isError,
+      preferredKey,
+      remainQuota,
+      requestCount,
+      t,
+      usedQuota,
+    ]
   )
 
   const quickActions = useMemo<QuickAction[]>(
@@ -568,23 +695,42 @@ export function OverviewDashboard() {
       },
       {
         label: t('Agent key configured'),
-        value: preferredKey ? t('Secured') : t('Needs API key'),
+        value: apiKeysQuery.isError
+          ? t('Error')
+          : preferredKey
+            ? t('Secured')
+            : t('Needs API key'),
         icon: ShieldCheck,
       },
       {
         label: t('Model selected'),
-        value: modelsQuery.data?.[0] ?? t('Loading'),
+        value: modelsQuery.isError
+          ? t('Error')
+          : modelsQuery.isLoading
+            ? t('Loading')
+            : (modelsQuery.data?.[0] ?? t('No models found.')),
         icon: Timer,
       },
     ],
-    [apiInfoItems.length, modelsQuery.data, preferredKey, t]
+    [
+      apiInfoItems.length,
+      apiKeysQuery.isError,
+      modelsQuery.data,
+      modelsQuery.isError,
+      modelsQuery.isLoading,
+      preferredKey,
+      t,
+    ]
   )
 
   const requestExample = useMemo<RequestExample>(() => {
     const endpoint = normalizeEndpoint(apiInfoItems[0]?.url)
     const model = modelsQuery.data?.[0] ?? 'gpt-4o-mini'
-    const keyName = preferredKey?.name ?? t('No API key yet')
-    const ready = Boolean(preferredKey?.id && model)
+    const keyName = apiKeysQuery.isError
+      ? t('Error')
+      : (preferredKey?.name ?? t('No API key yet'))
+    const unavailable = apiKeysQuery.isError || modelsQuery.isError
+    const ready = !unavailable && Boolean(preferredKey?.id && model)
 
     return {
       endpoint,
@@ -595,8 +741,16 @@ export function OverviewDashboard() {
         ? formatDisplayKey(`sk-${preferredKey.key}`)
         : 'sk-...',
       ready,
+      unavailable,
     }
-  }, [apiInfoItems, modelsQuery.data, preferredKey, t])
+  }, [
+    apiInfoItems,
+    apiKeysQuery.isError,
+    modelsQuery.data,
+    modelsQuery.isError,
+    preferredKey,
+    t,
+  ])
 
   const completedStepCount = startSteps.filter((step) => step.completed).length
   const setupComplete = completedStepCount === startSteps.length
@@ -604,6 +758,59 @@ export function OverviewDashboard() {
   const showLeftContentPanels =
     isAdmin || showApiInfoPanel || showAnnouncementsPanel || showFAQPanel
   const showContentPanels = showLeftContentPanels || showUptimePanel
+  const operationsStatusItems = useMemo<OperationsStatusItem[]>(
+    () => [
+      {
+        label: t('API Requests'),
+        value: formatNumber(requestCount),
+        icon: TerminalSquare,
+      },
+      {
+        label: t('Remaining quota'),
+        value: formatQuota(remainQuota),
+        icon: CreditCard,
+      },
+      {
+        label: t('Available Models'),
+        value: modelsQuery.isError
+          ? t('Error')
+          : modelsQuery.isLoading
+            ? t('Loading...')
+            : formatNumber(modelsQuery.data?.length ?? 0),
+        icon: RadioTower,
+        state: modelsQuery.isError
+          ? 'error'
+          : modelsQuery.isLoading
+            ? 'loading'
+            : 'ready',
+      },
+      {
+        label: t('API Keys'),
+        value: apiKeysQuery.isError
+          ? t('Error')
+          : apiKeysQuery.isLoading
+            ? t('Loading...')
+            : formatNumber(apiKeysQuery.data?.total ?? 0),
+        icon: KeyRound,
+        state: apiKeysQuery.isError
+          ? 'error'
+          : apiKeysQuery.isLoading
+            ? 'loading'
+            : 'ready',
+      },
+    ],
+    [
+      apiKeysQuery.data?.total,
+      apiKeysQuery.isError,
+      apiKeysQuery.isLoading,
+      modelsQuery.data?.length,
+      modelsQuery.isError,
+      modelsQuery.isLoading,
+      remainQuota,
+      requestCount,
+      t,
+    ]
+  )
 
   const handleSetupGuideToggle = () => {
     const nextExpanded = !setupGuideExpanded
@@ -613,6 +820,13 @@ export function OverviewDashboard() {
 
   return (
     <div className='flex flex-col gap-4'>
+      <OperationsStatusSummary
+        items={operationsStatusItems}
+        hasError={hasOperationsError}
+        isRetrying={isOperationsRetrying}
+        onRetry={handleOperationsRetry}
+      />
+
       {setupGuideExpanded ? (
         <CardStaggerContainer className='grid items-stretch gap-4 xl:grid-cols-[minmax(0,1fr)_22rem]'>
           <CardStaggerItem className='bg-card h-full overflow-hidden rounded-2xl border shadow-xs'>
@@ -622,11 +836,11 @@ export function OverviewDashboard() {
                 <div className='flex min-w-0 flex-col gap-5'>
                   <div className='flex flex-wrap items-start justify-between gap-3'>
                     <div className='flex max-w-2xl flex-col gap-1'>
-                      <div className='text-muted-foreground flex items-center gap-2 text-xs font-medium tracking-wider uppercase'>
+                      <div className='text-muted-foreground flex items-center gap-2 text-xs font-medium uppercase'>
                         <ListChecks className='size-3.5' aria-hidden='true' />
                         {t('Get started')}
                       </div>
-                      <h3 className='font-serif text-xl font-bold tracking-[-0.01em] sm:text-2xl'>
+                      <h3 className='font-serif text-xl font-bold sm:text-2xl'>
                         {t('Start AI Models and Agents governance in minutes')}
                       </h3>
                       <p className='text-muted-foreground max-w-xl text-sm leading-relaxed'>
@@ -666,6 +880,8 @@ export function OverviewDashboard() {
                 <RequestPreview
                   example={requestExample}
                   signals={heroSignals}
+                  isRetrying={isOperationsRetrying}
+                  onRetry={handleOperationsRetry}
                 />
               </div>
             </div>
@@ -674,10 +890,10 @@ export function OverviewDashboard() {
           <CardStaggerItem className='bg-card h-full rounded-2xl border p-4 shadow-xs sm:p-5'>
             <div className='flex h-full flex-col gap-4'>
               <div className='flex flex-col gap-1'>
-                <div className='text-muted-foreground text-xs font-medium tracking-wider uppercase'>
+                <div className='text-muted-foreground text-xs font-medium uppercase'>
                   {t('Recommended actions')}
                 </div>
-                <h3 className='text-lg font-semibold tracking-tight'>
+                <h3 className='text-lg font-semibold'>
                   {t('Keep governance ready')}
                 </h3>
               </div>
diff --git a/web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts b/web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts
new file mode 100644
index 0000000..5c859e7
--- /dev/null
+++ b/web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts
@@ -0,0 +1,40 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import { describe, expect, test } from 'bun:test'
+import { getDashboardQueryData } from './overview-query-utils'
+
+describe('getDashboardQueryData', () => {
+  test('returns successful response data', () => {
+    expect(
+      getDashboardQueryData({ success: true, data: ['model-a', 'model-b'] })
+    ).toEqual(['model-a', 'model-b'])
+  })
+
+  test('throws the backend message for a business failure', () => {
+    expect(() =>
+      getDashboardQueryData({ success: false, message: 'models unavailable' })
+    ).toThrow('models unavailable')
+  })
+
+  test('uses the generic message when the backend omits one', () => {
+    expect(() => getDashboardQueryData({ success: false })).toThrow(
+      'Request failed'
+    )
+  })
+})
diff --git a/web/default/src/features/dashboard/components/overview/overview-query-utils.ts b/web/default/src/features/dashboard/components/overview/overview-query-utils.ts
new file mode 100644
index 0000000..00dca2e
--- /dev/null
+++ b/web/default/src/features/dashboard/components/overview/overview-query-utils.ts
@@ -0,0 +1,33 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+
+type DashboardQueryResponse<T> = {
+  success: boolean
+  message?: string
+  data?: T
+}
+
+export function getDashboardQueryData<T>(
+  response: DashboardQueryResponse<T>
+): T | undefined {
+  if (!response.success) {
+    throw new Error(response.message || 'Request failed')
+  }
+  return response.data
+}
diff --git a/web/default/src/features/dashboard/components/overview/summary-cards.tsx b/web/default/src/features/dashboard/components/overview/summary-cards.tsx
index 881ba82..5291370 100644
--- a/web/default/src/features/dashboard/components/overview/summary-cards.tsx
+++ b/web/default/src/features/dashboard/components/overview/summary-cards.tsx
@@ -241,11 +241,11 @@ export function SummaryCards() {
             <div className='flex flex-col gap-2'>
               <div className='flex items-center gap-2.5'>
                 <span className='h-px w-6 bg-emerald-500/70' />
-                <span className='text-muted-foreground text-[10px] font-semibold tracking-[0.26em] uppercase'>
+                <span className='text-muted-foreground text-[10px] font-semibold uppercase'>
                   {t('Overview')}
                 </span>
               </div>
-              <h3 className='font-serif text-xl font-bold tracking-[-0.01em]'>
+              <h3 className='font-serif text-xl font-bold'>
                 {t('Usage at a glance')}
               </h3>
               <p className='text-muted-foreground text-sm'>
@@ -291,7 +291,7 @@ export function SummaryCards() {
               </span>
             </div>
 
-            <div className='editorial-numeral text-3xl font-black tracking-[-0.02em]'>
+            <div className='editorial-numeral text-3xl font-black'>
               {formatQuota(remainQuota)}
             </div>
 
diff --git a/web/default/src/features/dashboard/components/overview/uptime-panel.tsx b/web/default/src/features/dashboard/components/overview/uptime-panel.tsx
index 0bc013b..aeffa8b 100644
--- a/web/default/src/features/dashboard/components/overview/uptime-panel.tsx
+++ b/web/default/src/features/dashboard/components/overview/uptime-panel.tsx
@@ -126,7 +126,7 @@ export function UptimePanel() {
             <div key={group.categoryName}>
               <div className='bg-muted/30 border-border/60 border-b px-3 py-2 sm:px-5'>
                 <div className='flex items-center gap-2'>
-                  <h4 className='text-muted-foreground text-xs font-semibold tracking-wider uppercase'>
+                  <h4 className='text-muted-foreground text-xs font-semibold uppercase'>
                     {group.categoryName}
                   </h4>
                   <span className='text-muted-foreground/40 font-mono text-xs tabular-nums'>
diff --git a/web/default/src/features/dashboard/components/ui/stat-card.tsx b/web/default/src/features/dashboard/components/ui/stat-card.tsx
index b2c3f7e..942ef1d 100644
--- a/web/default/src/features/dashboard/components/ui/stat-card.tsx
+++ b/web/default/src/features/dashboard/components/ui/stat-card.tsx
@@ -227,7 +227,7 @@ export function StatCard(props: StatCardProps) {
         </div>
       ) : props.error ? (
         <div className='flex flex-col gap-1'>
-          <div className='editorial-numeral text-muted-foreground mt-0.5 text-base font-black tracking-[-0.02em] break-all sm:text-2xl'>
+          <div className='editorial-numeral text-muted-foreground mt-0.5 text-base font-black break-all sm:text-2xl'>
             --
           </div>
           <p className='text-muted-foreground/60 text-xs'>
@@ -236,7 +236,7 @@ export function StatCard(props: StatCardProps) {
         </div>
       ) : (
         <div className='flex flex-col gap-1'>
-          <div className='editorial-numeral text-foreground text-2xl font-black tracking-[-0.02em] break-all'>
+          <div className='editorial-numeral text-foreground text-2xl font-black break-all'>
             {props.value}
           </div>
           <p className='text-muted-foreground/60 text-xs leading-relaxed'>
diff --git a/web/default/src/features/dashboard/index.tsx b/web/default/src/features/dashboard/index.tsx
index c7a8e3e..51fff82 100644
--- a/web/default/src/features/dashboard/index.tsx
+++ b/web/default/src/features/dashboard/index.tsx
@@ -18,12 +18,6 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 */
 import { useState, useCallback, useMemo, lazy, Suspense } from 'react'
 import { getRouteApi, useNavigate } from '@tanstack/react-router'
-import {
-  CircleDollarSign,
-  FileSearch,
-  RadioTower,
-  Workflow,
-} from 'lucide-react'
 import { useTranslation } from 'react-i18next'
 import { useAuthStore } from '@/stores/auth-store'
 import { ROLE } from '@/lib/roles'
@@ -251,12 +245,7 @@ export function Dashboard() {
               )}
             </div>
           )}
-          {activeSection === 'overview' && (
-            <>
-              <DashboardOpsHeader />
-              <OverviewDashboard />
-            </>
-          )}
+          {activeSection === 'overview' && <OverviewDashboard />}
           {activeSection === 'models' && (
             <>
               <FadeIn>
@@ -314,82 +303,3 @@ export function Dashboard() {
     </SectionPageLayout>
   )
 }
-
-function DashboardOpsHeader() {
-  const { t } = useTranslation()
-  const items = [
-    {
-      label: t('Model governance'),
-      value: t('Channels, mappings, and model scope'),
-      icon: RadioTower,
-    },
-    {
-      label: t('Cost governance'),
-      value: t('Expressions and task rate-cards'),
-      icon: CircleDollarSign,
-    },
-    {
-      label: t('AgentOps'),
-      value: t('Agent tokens, traces, and workload cost'),
-      icon: Workflow,
-    },
-    {
-      label: t('Audit boundary'),
-      value: t('Admin-scoped log review'),
-      icon: FileSearch,
-    },
-  ]
-
-  return (
-    <div className='relative overflow-hidden rounded-xl border border-white/12 bg-[#0b1118] text-slate-100 shadow-sm'>
-      <div
-        aria-hidden='true'
-        className='absolute inset-0 [background-image:linear-gradient(to_right,rgba(203,213,225,0.35)_1px,transparent_1px),linear-gradient(to_bottom,rgba(203,213,225,0.25)_1px,transparent_1px)] [background-size:32px_32px] opacity-[0.14]'
-      />
-      <div className='editorial-grain absolute inset-0' aria-hidden='true' />
-      <span
-        aria-hidden='true'
-        className='absolute inset-x-0 top-0 h-px bg-linear-to-r from-transparent via-emerald-300/70 to-transparent'
-      />
-      <div className='relative flex items-center gap-2 border-b border-white/10 px-4 py-2.5 sm:px-5'>
-        <span className='editorial-numeral text-sm font-bold text-slate-500'>
-          §
-        </span>
-        <span className='text-[11px] font-semibold tracking-[0.26em] text-emerald-200/90 uppercase'>
-          {t('AI Models and Agents governance console')}
-        </span>
-      </div>
-      <div className='relative flex flex-col gap-5 p-4 sm:p-5 lg:flex-row lg:items-end lg:justify-between'>
-        <div className='max-w-2xl'>
-          <h3 className='font-serif text-2xl leading-tight font-black tracking-[-0.01em] sm:text-[1.75rem]'>
-            {t('Govern AI Models, Agents, cost audit, and boundary controls')}
-          </h3>
-          <p className='mt-3 text-sm leading-6 text-slate-400'>
-            {t(
-              'Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.'
-            )}
-          </p>
-        </div>
-        <div className='grid gap-px overflow-hidden rounded-lg border border-white/10 bg-white/10 sm:grid-cols-2 xl:grid-cols-4'>
-          {items.map((item) => {
-            const Icon = item.icon
-            return (
-              <div
-                key={item.label}
-                className='min-w-0 bg-[#0b1118] px-3 py-2.5'
-              >
-                <div className='mb-2 flex items-center gap-2 text-xs text-slate-400'>
-                  <Icon className='size-3.5 text-emerald-200' />
-                  <span className='truncate'>{item.label}</span>
-                </div>
-                <div className='truncate text-xs font-semibold text-slate-100'>
-                  {item.value}
-                </div>
-              </div>
-            )
-          })}
-        </div>
-      </div>
-    </div>
-  )
-}
diff --git a/web/default/src/features/home/components/sections/hero.tsx b/web/default/src/features/home/components/sections/hero.tsx
index 5d5f57d..448deda 100644
--- a/web/default/src/features/home/components/sections/hero.tsx
+++ b/web/default/src/features/home/components/sections/hero.tsx
@@ -228,7 +228,7 @@ export function Hero(props: HeroProps) {
         </div>
 
         <div
-          className='landing-animate-fade-up relative opacity-0'
+          className='landing-animate-fade-up relative min-w-0 opacity-0'
           style={{ animationDelay: '260ms' }}
         >
           <NeuralSphere logo={DEFAULT_LOGO} name='MAX API' />
diff --git a/web/default/src/features/keys/components/api-keys-columns.tsx b/web/default/src/features/keys/components/api-keys-columns.tsx
index a80dd1f..c8cb675 100644
--- a/web/default/src/features/keys/components/api-keys-columns.tsx
+++ b/web/default/src/features/keys/components/api-keys-columns.tsx
@@ -79,7 +79,7 @@ export function useApiKeysColumns(): ColumnDef<ApiKey>[] {
           checked={table.getIsAllPageRowsSelected()}
           indeterminate={table.getIsSomePageRowsSelected()}
           onCheckedChange={(value) => table.toggleAllPageRowsSelected(!!value)}
-          aria-label='Select all'
+          aria-label={t('Select all')}
           className='translate-y-[2px]'
         />
       ),
@@ -87,7 +87,7 @@ export function useApiKeysColumns(): ColumnDef<ApiKey>[] {
         <Checkbox
           checked={row.getIsSelected()}
           onCheckedChange={(value) => row.toggleSelected(!!value)}
-          aria-label='Select row'
+          aria-label={t('Select row')}
           className='translate-y-[2px]'
         />
       ),
diff --git a/web/default/src/features/models/components/dialogs/prefill-group-management-dialog.tsx b/web/default/src/features/models/components/dialogs/prefill-group-management-dialog.tsx
index 4201b35..bf34f1f 100644
--- a/web/default/src/features/models/components/dialogs/prefill-group-management-dialog.tsx
+++ b/web/default/src/features/models/components/dialogs/prefill-group-management-dialog.tsx
@@ -140,6 +140,8 @@ export function PrefillGroupManagementDialog({
 
   useEffect(() => {
     if (!open) {
+      // Closing the dialog clears transient confirmation state.
+      // eslint-disable-next-line react-hooks/set-state-in-effect
       setDeleteState({ open: false, group: null })
       setIsDeleting(false)
     }
@@ -327,7 +329,9 @@ export function PrefillGroupManagementDialog({
                                 onClick={() => onEditGroup(group)}
                               >
                                 <Pencil className='h-4 w-4' />
-                                <span className='sr-only'>Edit group</span>
+                                <span className='sr-only'>
+                                  {t('Edit group')}
+                                </span>
                               </Button>
                               <Button
                                 size='icon'
@@ -336,12 +340,14 @@ export function PrefillGroupManagementDialog({
                                 onClick={() => handleDeleteClick(group)}
                               >
                                 <Trash2 className='h-4 w-4' />
-                                <span className='sr-only'>Delete group</span>
+                                <span className='sr-only'>
+                                  {t('Delete group')}
+                                </span>
                               </Button>
                             </div>
                           </CardHeader>
                           <CardContent className='space-y-3'>
-                            <div className='text-muted-foreground flex flex-wrap items-center gap-2 text-xs font-medium tracking-wide uppercase'>
+                            <div className='text-muted-foreground flex flex-wrap items-center gap-2 text-xs font-medium uppercase'>
                               <span>Items</span>
                               <StatusBadge
                                 label={`${parsedItems.length} item${parsedItems.length === 1 ? '' : 's'}`}
@@ -458,7 +464,7 @@ export function PrefillGroupManagementDialog({
                                         </p>
                                       )}
                                     </div>
-                                    <div className='text-muted-foreground mt-2 text-xs font-medium tracking-wide uppercase'>
+                                    <div className='text-muted-foreground mt-2 text-xs font-medium uppercase'>
                                       {parsedItems.length} item
                                       {parsedItems.length === 1 ? '' : 's'}
                                     </div>
diff --git a/web/default/src/features/models/components/dialogs/upstream-conflict-dialog.tsx b/web/default/src/features/models/components/dialogs/upstream-conflict-dialog.tsx
index ffbd915..a414dbf 100644
--- a/web/default/src/features/models/components/dialogs/upstream-conflict-dialog.tsx
+++ b/web/default/src/features/models/components/dialogs/upstream-conflict-dialog.tsx
@@ -220,7 +220,7 @@ export function UpstreamConflictDialog({
             <Checkbox
               checked={row.getIsSelected()}
               onCheckedChange={(value) => row.toggleSelected(!!value)}
-              aria-label='Select row'
+              aria-label={t('Select row')}
             />
           ) : null}
           <div className='space-y-1'>
@@ -303,14 +303,14 @@ export function UpstreamConflictDialog({
           checked={table.getIsAllPageRowsSelected()}
           indeterminate={table.getIsSomePageRowsSelected()}
           onCheckedChange={(value) => table.toggleAllPageRowsSelected(!!value)}
-          aria-label='Select all'
+          aria-label={t('Select all')}
         />
       ),
       cell: ({ row }) => (
         <Checkbox
           checked={row.getIsSelected()}
           onCheckedChange={(value) => row.toggleSelected(!!value)}
-          aria-label='Select row'
+          aria-label={t('Select row')}
         />
       ),
       enableSorting: false,
@@ -346,7 +346,7 @@ export function UpstreamConflictDialog({
         cell: ({ row }) => <ValuePreview value={row.original.upstreamValue} />,
       },
     ]
-  }, [isMobile])
+  }, [isMobile, t])
 
   const table = useReactTable({
     data: conflictRows,
diff --git a/web/default/src/features/models/components/models-columns.tsx b/web/default/src/features/models/components/models-columns.tsx
index 2d9f33b..399c519 100644
--- a/web/default/src/features/models/components/models-columns.tsx
+++ b/web/default/src/features/models/components/models-columns.tsx
@@ -82,14 +82,14 @@ export function useModelsColumns(vendors: Vendor[] = []): ColumnDef<Model>[] {
           checked={table.getIsAllPageRowsSelected()}
           indeterminate={table.getIsSomePageRowsSelected()}
           onCheckedChange={(value) => table.toggleAllPageRowsSelected(!!value)}
-          aria-label='Select all'
+          aria-label={t('Select all')}
         />
       ),
       cell: ({ row }) => (
         <Checkbox
           checked={row.getIsSelected()}
           onCheckedChange={(value) => row.toggleSelected(!!value)}
-          aria-label='Select row'
+          aria-label={t('Select row')}
         />
       ),
       enableSorting: false,
@@ -134,7 +134,11 @@ export function useModelsColumns(vendors: Vendor[] = []): ColumnDef<Model>[] {
     // Model Name column
     {
       accessorKey: 'model_name',
-      meta: { label: t('Model Name'), mobileTitle: true },
+      meta: {
+        label: t('Model Name'),
+        mobileTitle: true,
+        className: 'max-w-[28rem] whitespace-normal',
+      },
       header: ({ column }) => (
         <DataTableColumnHeader column={column} title={t('Model Name')} />
       ),
@@ -146,7 +150,7 @@ export function useModelsColumns(vendors: Vendor[] = []): ColumnDef<Model>[] {
             variant='neutral'
             copyText={name}
             size='sm'
-            className='font-mono'
+            className='max-w-[min(100%,24rem)] font-mono'
           />
         )
       },
diff --git a/web/default/src/features/playground/api.ts b/web/default/src/features/playground/api.ts
index 5c71b54..3269275 100644
--- a/web/default/src/features/playground/api.ts
+++ b/web/default/src/features/playground/api.ts
@@ -18,6 +18,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 */
 import { api } from '@/lib/api'
 import { API_ENDPOINTS } from './constants'
+import { getModelQueryGroup } from './lib/playground-option-utils'
 import type {
   ChatCompletionRequest,
   ChatCompletionResponse,
@@ -41,9 +42,11 @@ export async function sendChatCompletion(
  * Get user available models
  */
 export async function getUserModels(group: string): Promise<ModelOption[]> {
-  const res = await api.get(API_ENDPOINTS.USER_MODELS, {
-    params: { group },
-  })
+  const queryGroup = getModelQueryGroup(group)
+  const res = await api.get(
+    API_ENDPOINTS.USER_MODELS,
+    queryGroup ? { params: { group: queryGroup } } : undefined
+  )
   const { data } = res
 
   if (!data.success || !Array.isArray(data.data)) {
diff --git a/web/default/src/features/playground/lib/playground-option-utils.test.ts b/web/default/src/features/playground/lib/playground-option-utils.test.ts
index d33d2b1..49d4e1e 100644
--- a/web/default/src/features/playground/lib/playground-option-utils.test.ts
+++ b/web/default/src/features/playground/lib/playground-option-utils.test.ts
@@ -21,6 +21,7 @@ import { describe, test } from 'node:test'
 import {
   getGroupFallback,
   getModelFallback,
+  getModelQueryGroup,
   getOptionLoadErrorMessage,
   shouldClearModelForGroup,
 } from './playground-option-utils'
@@ -72,6 +73,12 @@ describe('playground-option-utils', () => {
     )
   })
 
+  test('loads the user model collection for selectable auto routes', () => {
+    assert.equal(getModelQueryGroup('auto'), undefined)
+    assert.equal(getModelQueryGroup('auto:fast'), undefined)
+    assert.equal(getModelQueryGroup('default'), 'default')
+  })
+
   test('returns the error message for Error instances', () => {
     assert.equal(
       getOptionLoadErrorMessage(new Error('boom'), 'fallback'),
diff --git a/web/default/src/features/playground/lib/playground-option-utils.ts b/web/default/src/features/playground/lib/playground-option-utils.ts
index 0846aa8..d4daf26 100644
--- a/web/default/src/features/playground/lib/playground-option-utils.ts
+++ b/web/default/src/features/playground/lib/playground-option-utils.ts
@@ -18,6 +18,10 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 */
 import type { GroupOption, ModelOption } from '../types'
 
+export function getModelQueryGroup(group: string): string | undefined {
+  return group === 'auto' || group.startsWith('auto:') ? undefined : group
+}
+
 export function getModelFallback(
   models: ModelOption[],
   currentModel: string
diff --git a/web/default/src/features/pricing/components/model-details-uptime-sparkline.tsx b/web/default/src/features/pricing/components/model-details-uptime-sparkline.tsx
index adf9411..6bdbe74 100644
--- a/web/default/src/features/pricing/components/model-details-uptime-sparkline.tsx
+++ b/web/default/src/features/pricing/components/model-details-uptime-sparkline.tsx
@@ -51,11 +51,9 @@ type UptimeSparklineProps = {
 }
 
 function colourFor(uptime: number): string {
-  if (uptime >= 99.9) return 'bg-emerald-500'
-  if (uptime >= 99.0) return 'bg-emerald-400'
-  if (uptime >= 95.0) return 'bg-amber-500'
-  if (uptime >= 90.0) return 'bg-amber-600'
-  return 'bg-rose-500'
+  if (uptime >= 99.0) return 'bg-success'
+  if (uptime >= 90.0) return 'bg-warning'
+  return 'bg-destructive'
 }
 
 function heightFor(uptime: number): string {
@@ -67,13 +65,13 @@ function heightFor(uptime: number): string {
 }
 
 function overallTextColour(pct: number): string {
-  if (pct >= 99.9) return 'text-emerald-600 dark:text-emerald-400'
-  if (pct >= 99.0) return 'text-emerald-600 dark:text-emerald-400'
-  if (pct >= 95.0) return 'text-amber-600 dark:text-amber-400'
-  return 'text-rose-600 dark:text-rose-400'
+  if (pct >= 99.0) return 'text-success'
+  if (pct >= 90.0) return 'text-warning'
+  return 'text-destructive'
 }
 
 export function UptimeSparkline(props: UptimeSparklineProps) {
+  const { t } = useTranslation()
   const size = props.size ?? 'md'
   const showOverall = props.showOverall ?? true
 
@@ -97,7 +95,9 @@ export function UptimeSparkline(props: UptimeSparklineProps) {
       <div
         className={cn('flex items-end', containerHeight, gap)}
         role='img'
-        aria-label={`30 day uptime ${overall.toFixed(2)}%`}
+        aria-label={t('30 day uptime {{percent}}%', {
+          percent: overall.toFixed(2),
+        })}
       >
         {props.series.map((day) => (
           <Tooltip key={day.date}>
diff --git a/web/default/src/features/system-settings/components/settings-form-layout.tsx b/web/default/src/features/system-settings/components/settings-form-layout.tsx
index 1938bae..480c5f7 100644
--- a/web/default/src/features/system-settings/components/settings-form-layout.tsx
+++ b/web/default/src/features/system-settings/components/settings-form-layout.tsx
@@ -16,10 +16,16 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
-import type { ComponentProps, ReactNode } from 'react'
+import { useId, type ComponentProps, type ReactNode } from 'react'
 import { cn } from '@/lib/utils'
+import {
+  Field,
+  FieldContent,
+  FieldDescription,
+  FieldError,
+  FieldLabel,
+} from '@/components/ui/field'
 import { FormItem } from '@/components/ui/form'
-import { Label } from '@/components/ui/label'
 import { Switch } from '@/components/ui/switch'
 
 type SettingsFormGridProps = {
@@ -41,6 +47,8 @@ type SettingsSwitchFieldProps = SettingsSwitchRowProps & {
   label: ReactNode
   description?: ReactNode
   disabled?: boolean
+  disabledReason?: ReactNode
+  error?: ReactNode
 }
 
 const settingsSwitchRowClassName =
@@ -107,29 +115,69 @@ export function SettingsSwitchField({
   label,
   description,
   disabled,
+  disabledReason,
+  error,
   className,
+  'aria-label': ariaLabel,
   ...props
 }: SettingsSwitchFieldProps) {
+  const switchId = useId()
+  const descriptionId = description ? `${switchId}-description` : undefined
+  const disabledReasonId =
+    disabled && disabledReason ? `${switchId}-disabled-reason` : undefined
+  const errorId = error ? `${switchId}-error` : undefined
+  const describedBy = [descriptionId, disabledReasonId, errorId]
+    .filter(Boolean)
+    .join(' ')
+
   return (
-    <SettingsSwitchRow className={className} {...props}>
-      <SettingsSwitchContent>
-        <Label className='text-sm font-medium'>{label}</Label>
+    <Field
+      orientation='horizontal'
+      data-settings-form-span='full'
+      data-disabled={disabled || undefined}
+      data-invalid={Boolean(error) || undefined}
+      className={cn(settingsSwitchRowClassName, className)}
+      {...props}
+    >
+      <FieldContent>
+        <FieldLabel htmlFor={switchId} className='text-sm font-medium'>
+          {label}
+        </FieldLabel>
         {description ? (
-          <p className='text-muted-foreground text-xs'>{description}</p>
+          <FieldDescription id={descriptionId} className='text-xs'>
+            {description}
+          </FieldDescription>
+        ) : null}
+        {disabled && disabledReason ? (
+          <FieldDescription
+            id={disabledReasonId}
+            className='text-warning text-xs'
+          >
+            {disabledReason}
+          </FieldDescription>
+        ) : null}
+        {error ? (
+          <FieldError id={errorId} className='text-xs'>
+            {error}
+          </FieldError>
         ) : null}
-      </SettingsSwitchContent>
+      </FieldContent>
       <Switch
+        id={switchId}
         checked={checked}
         onCheckedChange={onCheckedChange}
         disabled={disabled}
+        aria-label={ariaLabel}
+        aria-describedby={describedBy || undefined}
+        aria-invalid={Boolean(error) || undefined}
       />
-    </SettingsSwitchRow>
+    </Field>
   )
 }
 
 export function SettingsSwitchContent(props: SettingsFormGridProps) {
   return (
-    <div className={cn('min-w-0 space-y-0.5', props.className)}>
+    <div className={cn('flex min-w-0 flex-col gap-0.5', props.className)}>
       {props.children}
     </div>
   )
diff --git a/web/default/src/features/system-settings/components/settings-page.tsx b/web/default/src/features/system-settings/components/settings-page.tsx
index eaefd7c..da8e0fb 100644
--- a/web/default/src/features/system-settings/components/settings-page.tsx
+++ b/web/default/src/features/system-settings/components/settings-page.tsx
@@ -19,6 +19,8 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 import { useMemo, useState, type ReactNode } from 'react'
 import { useParams } from '@tanstack/react-router'
 import { useTranslation } from 'react-i18next'
+import { Skeleton } from '@/components/ui/skeleton'
+import { ErrorState } from '@/components/error-state'
 import { SectionPageLayout } from '@/components/layout'
 import { useSystemOptions, getOptionValue } from '../hooks/use-system-options'
 import type { SystemOption } from '../types'
@@ -88,6 +90,29 @@ function SettingsPageFrame(props: SettingsPageFrameProps) {
   )
 }
 
+function SettingsPageSkeleton() {
+  return (
+    <div className='flex flex-col gap-4' aria-hidden='true'>
+      {Array.from({ length: 2 }, (_, sectionIndex) => (
+        <div key={sectionIndex} className='overflow-hidden rounded-xl border'>
+          <div className='flex flex-col gap-2 border-b px-4 py-3 sm:px-5'>
+            <Skeleton className='h-5 w-40' />
+            <Skeleton className='h-3.5 w-full max-w-md' />
+          </div>
+          <div className='grid gap-4 p-4 sm:grid-cols-2 sm:p-5'>
+            {Array.from({ length: 4 }, (_, fieldIndex) => (
+              <div key={fieldIndex} className='flex min-w-0 flex-col gap-2'>
+                <Skeleton className='h-3.5 w-24' />
+                <Skeleton className='h-8 w-full' />
+              </div>
+            ))}
+          </div>
+        </div>
+      ))}
+    </div>
+  )
+}
+
 /**
  * Generic settings page component
  * Handles loading state, data fetching, and section rendering
@@ -107,7 +132,7 @@ export function SettingsPage<
   resolveSettings,
 }: SettingsPageProps<TSettings, TSectionId, TExtraArgs>) {
   const { t } = useTranslation()
-  const { data, isLoading } = useSystemOptions()
+  const { data, error, isError, isLoading, refetch } = useSystemOptions()
   // eslint-disable-next-line @typescript-eslint/no-explicit-any
   const params = useParams({ from: routePath as any })
   const activeSection = (params?.section ?? defaultSection) as TSectionId
@@ -126,9 +151,19 @@ export function SettingsPage<
   if (isLoading) {
     return (
       <SettingsPageFrame title={t(sectionMeta.titleKey)}>
-        <div className='text-muted-foreground flex min-h-40 items-center justify-center text-sm'>
-          {t(loadingMessage)}
-        </div>
+        <span className='sr-only'>{t(loadingMessage)}</span>
+        <SettingsPageSkeleton />
+      </SettingsPageFrame>
+    )
+  }
+
+  if (isError) {
+    return (
+      <SettingsPageFrame title={t(sectionMeta.titleKey)}>
+        <ErrorState
+          description={error instanceof Error ? error.message : undefined}
+          onRetry={() => void refetch()}
+        />
       </SettingsPageFrame>
     )
   }
diff --git a/web/default/src/features/system-settings/models/channel-selector-dialog.tsx b/web/default/src/features/system-settings/models/channel-selector-dialog.tsx
index 9495f2c..7429b7e 100644
--- a/web/default/src/features/system-settings/models/channel-selector-dialog.tsx
+++ b/web/default/src/features/system-settings/models/channel-selector-dialog.tsx
@@ -143,14 +143,14 @@ export function ChannelSelectorDialog({
             onCheckedChange={(value) =>
               table.toggleAllPageRowsSelected(!!value)
             }
-            aria-label='Select all'
+            aria-label={t('Select all')}
           />
         ),
         cell: ({ row }) => (
           <Checkbox
             checked={row.getIsSelected()}
             onCheckedChange={(value) => row.toggleSelected(!!value)}
-            aria-label='Select row'
+            aria-label={t('Select row')}
           />
         ),
         enableSorting: false,
diff --git a/web/default/src/features/system-settings/models/model-pricing-sheet.tsx b/web/default/src/features/system-settings/models/model-pricing-sheet.tsx
index 60d7a7f..0e1bd2d 100644
--- a/web/default/src/features/system-settings/models/model-pricing-sheet.tsx
+++ b/web/default/src/features/system-settings/models/model-pricing-sheet.tsx
@@ -842,6 +842,13 @@ export function ModelPricingEditorPanel({
                             value={lanePrices[lane.key]}
                             enabled={laneEnabled[lane.key]}
                             disabled={disabled}
+                            disabledReason={
+                              disabled
+                                ? t(
+                                    'Enable and price audio input before configuring audio output.'
+                                  )
+                                : undefined
+                            }
                             onEnabledChange={(checked) =>
                               handleLaneToggle(lane.key, checked)
                             }
@@ -1010,6 +1017,7 @@ function PriceLane(props: {
   value: string
   enabled: boolean
   disabled?: boolean
+  disabledReason?: string
   onEnabledChange: (checked: boolean) => void
   onChange: (value: string) => void
 }) {
@@ -1024,6 +1032,7 @@ function PriceLane(props: {
       <SettingsSwitchField
         checked={props.enabled}
         disabled={props.disabled}
+        disabledReason={props.disabledReason}
         onCheckedChange={props.onEnabledChange}
         label={props.title}
         description={props.description}
diff --git a/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx b/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx
index c75eb51..ad8f905 100644
--- a/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx
+++ b/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx
@@ -16,30 +16,13 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
-import {
-  memo,
-  useCallback,
-  useEffect,
-  useMemo,
-  useRef,
-  useState,
-  type ChangeEvent,
-  type FocusEvent,
-  type InputHTMLAttributes,
-  type MouseEvent as ReactMouseEvent,
-} from 'react'
-import { ChevronDown, Copy, Plus, Trash2 } from 'lucide-react'
+import { memo, useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import { ChevronDown, Plus, Trash2 } from 'lucide-react'
 import { useTranslation } from 'react-i18next'
-import { toast } from 'sonner'
 import { cn } from '@/lib/utils'
 import { Alert, AlertDescription } from '@/components/ui/alert'
 import { Badge } from '@/components/ui/badge'
 import { Button } from '@/components/ui/button'
-import {
-  Collapsible,
-  CollapsibleContent,
-  CollapsibleTrigger,
-} from '@/components/ui/collapsible'
 import { Input } from '@/components/ui/input'
 import { Label } from '@/components/ui/label'
 import {
@@ -85,19 +68,28 @@ import {
   CACHE_MODE_GENERIC,
   CACHE_MODE_TIMED,
   type CacheMode,
-  type ExtraTokenValues,
   type TierConditionInput,
   type VisualConfig,
   type VisualTier,
   createDefaultVisualConfig,
-  evalExprLocally,
-  exprUsesExtraVars,
   generateExprFromVisualConfig,
   getTierCacheMode,
   normalizeVisualConfig,
   normalizeVisualTier,
   tryParseVisualConfig,
 } from '@/features/pricing/lib/tier-expr'
+import { DraftNumberInput } from './tiered-pricing-fields'
+import {
+  CostEstimator,
+  LlmPromptHelper,
+  PresetSection,
+  type Preset,
+} from './tiered-pricing-support'
+import {
+  formatTokenHint,
+  priceToUnitCost,
+  unitCostToPrice,
+} from './tiered-pricing-utils'
 
 const PRICE_SUFFIX = '$/1M tokens'
 const CACHE_PRICE_VARS = BILLING_EXTRA_VARS.filter(
@@ -117,304 +109,6 @@ const CONDITION_INPUT_OPTIONS: {
 ]
 const OPS: TierConditionInput['op'][] = ['<', '<=', '>', '>=']
 
-type Preset = {
-  key: string
-  label: string
-  expr: string
-  requestRules?: RequestRuleGroup[]
-}
-
-type PresetGroup = {
-  group: string
-  presets: Preset[]
-}
-
-const PRESET_GROUPS: PresetGroup[] = [
-  {
-    group: 'Fixed price',
-    presets: [
-      { key: 'flat', label: 'Flat', expr: 'tier("base", p * 2 + c * 4)' },
-      {
-        key: 'claude-opus',
-        label: 'Claude Opus 4.6',
-        expr: 'tier("base", p * 5 + c * 25 + cr * 0.5 + cc * 6.25 + cc1h * 10)',
-      },
-      {
-        key: 'gpt-5.4',
-        label: 'GPT-5.4',
-        expr: 'len <= 272000 ? tier("standard", p * 2.5 + c * 15 + cr * 0.25) : tier("long_context", p * 5 + c * 22.5 + cr * 0.5)',
-      },
-    ],
-  },
-  {
-    group: 'Tiered',
-    presets: [
-      {
-        key: 'claude-sonnet',
-        label: 'Claude Sonnet 4.5',
-        expr: 'len <= 200000 ? tier("standard", p * 3 + c * 15 + cr * 0.3 + cc * 3.75 + cc1h * 6) : tier("long_context", p * 6 + c * 22.5 + cr * 0.6 + cc * 7.5 + cc1h * 12)',
-      },
-      {
-        key: 'qwen3-max',
-        label: 'Qwen3 Max',
-        expr: 'len <= 32000 ? tier("short", p * 1.2 + c * 6 + cr * 0.24 + cc * 1.5) : len <= 128000 ? tier("mid", p * 2.4 + c * 12 + cr * 0.48 + cc * 3) : tier("long", p * 3 + c * 15 + cr * 0.6 + cc * 3.75)',
-      },
-      {
-        key: 'glm-4.5-air',
-        label: 'GLM-4.5 Air',
-        expr: 'len < 32000 && c < 200 ? tier("short_output", p * 0.8 + c * 2 + cr * 0.16) : len < 32000 && c >= 200 ? tier("long_output", p * 0.8 + c * 6 + cr * 0.16) : tier("mid_context", p * 1.2 + c * 8 + cr * 0.24)',
-      },
-      {
-        key: 'doubao-seed-1.8',
-        label: 'Doubao Seed 1.8',
-        expr: 'len <= 32000 && c <= 200 ? tier("discount", p * 0.8 + c * 2 + cr * 0.16 + cc * 0.17) : len <= 32000 ? tier("short", p * 0.8 + c * 8 + cr * 0.16 + cc * 0.17) : len <= 128000 ? tier("mid", p * 1.2 + c * 16 + cr * 0.16 + cc * 0.17) : tier("long", p * 2.4 + c * 24 + cr * 0.16 + cc * 0.17)',
-      },
-    ],
-  },
-  {
-    group: 'Multimodal',
-    presets: [
-      {
-        key: 'gpt-image-1-mini',
-        label: 'GPT Image 1 Mini',
-        expr: 'tier("base", p * 2 + c * 8 + img * 2.5)',
-      },
-      {
-        key: 'gemini-2.5-flash',
-        label: 'Gemini 2.5 Flash',
-        expr: 'tier("base", p * 0.3 + c * 2.5 + cr * 0.03 + ai * 1.0)',
-      },
-      {
-        key: 'gemini-3-pro-image',
-        label: 'Gemini 3 Pro Image',
-        expr: 'tier("base", p * 2 + c * 12 + img_o * 120)',
-      },
-      {
-        key: 'qwen3-omni-flash',
-        label: 'Qwen3 Omni Flash',
-        expr: 'tier("base", p * 0.43 + c * 3.06 + img * 0.78 + ai * 3.81 + ao * 15.11)',
-      },
-    ],
-  },
-  {
-    group: 'Request rule',
-    presets: [
-      {
-        key: 'claude-opus-fast',
-        label: 'Claude Opus 4.6 Fast',
-        expr: 'tier("base", p * 5 + c * 25 + cr * 0.5 + cc * 6.25 + cc1h * 10)',
-        requestRules: [
-          {
-            conditions: [
-              {
-                source: SOURCE_HEADER as 'header',
-                path: 'anthropic-beta',
-                mode: MATCH_CONTAINS,
-                value: 'fast-mode-2026-02-01',
-              },
-            ],
-            multiplier: '6',
-          },
-        ],
-      },
-      {
-        key: 'gpt-5.4-tiers',
-        label: 'GPT-5.4 Priority/Flex',
-        expr: 'len <= 272000 ? tier("standard", p * 2.5 + c * 15 + cr * 0.25) : tier("long_context", p * 5 + c * 22.5 + cr * 0.5)',
-        requestRules: [
-          {
-            conditions: [
-              {
-                source: SOURCE_PARAM as 'param',
-                path: 'service_tier',
-                mode: MATCH_EQ,
-                value: 'priority',
-              },
-            ],
-            multiplier: '2',
-          },
-          {
-            conditions: [
-              {
-                source: SOURCE_PARAM as 'param',
-                path: 'service_tier',
-                mode: MATCH_EQ,
-                value: 'flex',
-              },
-            ],
-            multiplier: '0.5',
-          },
-        ],
-      },
-    ],
-  },
-  {
-    group: 'Time-based',
-    presets: [
-      {
-        key: 'night-discount',
-        label: 'Night discount (50%)',
-        expr: 'tier("base", p * 3 + c * 15)',
-        requestRules: [
-          {
-            conditions: [
-              {
-                source: SOURCE_TIME as 'time',
-                timeFunc: 'hour',
-                timezone: 'Asia/Shanghai',
-                mode: MATCH_RANGE,
-                value: '',
-                rangeStart: '21',
-                rangeEnd: '6',
-              },
-            ],
-            multiplier: '0.5',
-          },
-        ],
-      },
-      {
-        key: 'weekend-discount',
-        label: 'Weekend discount (80%)',
-        expr: 'tier("base", p * 3 + c * 15)',
-        requestRules: [
-          {
-            conditions: [
-              {
-                source: SOURCE_TIME as 'time',
-                timeFunc: 'weekday',
-                timezone: 'Asia/Shanghai',
-                mode: MATCH_EQ,
-                value: '0',
-                rangeStart: '',
-                rangeEnd: '',
-              },
-            ],
-            multiplier: '0.8',
-          },
-          {
-            conditions: [
-              {
-                source: SOURCE_TIME as 'time',
-                timeFunc: 'weekday',
-                timezone: 'Asia/Shanghai',
-                mode: MATCH_EQ,
-                value: '6',
-                rangeStart: '',
-                rangeEnd: '',
-              },
-            ],
-            multiplier: '0.8',
-          },
-        ],
-      },
-    ],
-  },
-]
-
-function unitCostToPrice(uc: number | string): number {
-  return Number(uc) || 0
-}
-
-function priceToUnitCost(price: number | string): number {
-  return Number(price) || 0
-}
-
-function formatTokenHint(n: number | string | null | undefined): string {
-  if (n == null || n === '' || Number.isNaN(Number(n))) return ''
-  const v = Number(n)
-  if (v === 0) return '= 0'
-  if (v >= 1_000_000) return `= ${(v / 1_000_000).toLocaleString()}M tokens`
-  if (v >= 1_000) return `= ${(v / 1_000).toLocaleString()}K tokens`
-  return `= ${v.toLocaleString()} tokens`
-}
-
-function formatNumberDraft(value: number | string): string {
-  if (value === '') return ''
-  if (typeof value === 'number')
-    return Number.isFinite(value) ? String(value) : '0'
-  return value
-}
-
-function parseNumberDraft(value: string): number {
-  if (value.trim() === '') return 0
-  const next = Number(value)
-  return Number.isFinite(next) ? next : 0
-}
-
-function isZeroDraft(value: string): boolean {
-  return value.trim() !== '' && parseNumberDraft(value) === 0
-}
-
-type DraftNumberInputProps = Omit<
-  InputHTMLAttributes<HTMLInputElement>,
-  'type' | 'value' | 'onChange'
-> & {
-  value: number | string
-  onValueChange: (next: number) => void
-  selectZeroOnFocus?: boolean
-}
-
-function DraftNumberInput({
-  value,
-  onValueChange,
-  selectZeroOnFocus = true,
-  onBlur,
-  onFocus,
-  onMouseUp,
-  ...props
-}: DraftNumberInputProps) {
-  const [draft, setDraft] = useState(() => formatNumberDraft(value))
-  const [focused, setFocused] = useState(false)
-
-  useEffect(() => {
-    if (!focused) {
-      setDraft(formatNumberDraft(value))
-    }
-  }, [focused, value])
-
-  const handleChange = (event: ChangeEvent<HTMLInputElement>) => {
-    const nextDraft = event.target.value
-    setDraft(nextDraft)
-    onValueChange(parseNumberDraft(nextDraft))
-  }
-
-  const handleFocus = (event: FocusEvent<HTMLInputElement>) => {
-    setFocused(true)
-    onFocus?.(event)
-    if (selectZeroOnFocus && isZeroDraft(event.currentTarget.value)) {
-      event.currentTarget.select()
-    }
-  }
-
-  const handleMouseUp = (event: ReactMouseEvent<HTMLInputElement>) => {
-    onMouseUp?.(event)
-    if (selectZeroOnFocus && isZeroDraft(event.currentTarget.value)) {
-      event.preventDefault()
-      event.currentTarget.select()
-    }
-  }
-
-  const handleBlur = (event: FocusEvent<HTMLInputElement>) => {
-    const normalized = parseNumberDraft(event.currentTarget.value)
-    setFocused(false)
-    setDraft(String(normalized))
-    onValueChange(normalized)
-    onBlur?.(event)
-  }
-
-  return (
-    <Input
-      {...props}
-      type='number'
-      value={draft}
-      onChange={handleChange}
-      onFocus={handleFocus}
-      onMouseUp={handleMouseUp}
-      onBlur={handleBlur}
-    />
-  )
-}
-
 // ---------------------------------------------------------------------------
 // Tier condition row
 // ---------------------------------------------------------------------------
@@ -496,7 +190,7 @@ function ConditionRow({ condition, onChange, onRemove }: ConditionRowProps) {
         variant='ghost'
         size='icon'
         onClick={onRemove}
-        aria-label='remove'
+        aria-label={t('Remove')}
         className='ml-auto'
       >
         <Trash2 className='text-destructive h-4 w-4' />
@@ -594,6 +288,8 @@ function VisualTierCard({
   const [mediaOpen, setMediaOpen] = useState(hasMediaPricing)
 
   useEffect(() => {
+    // Reveal newly configured media prices when controlled data changes.
+    // eslint-disable-next-line react-hooks/set-state-in-effect
     if (hasMediaPricing) setMediaOpen(true)
   }, [hasMediaPricing])
 
@@ -1292,331 +988,6 @@ function RuleGroupCard({
   )
 }
 
-// ---------------------------------------------------------------------------
-// Preset section
-// ---------------------------------------------------------------------------
-
-type PresetSectionProps = {
-  applyPreset: (preset: Preset) => void
-}
-
-function PresetSection({ applyPreset }: PresetSectionProps) {
-  const { t } = useTranslation()
-  const [expanded, setExpanded] = useState(false)
-  const visible = expanded ? PRESET_GROUPS : PRESET_GROUPS.slice(0, 2)
-  const hasMore = PRESET_GROUPS.length > 2
-
-  return (
-    <div className='space-y-2'>
-      <div className='flex items-center gap-2'>
-        <span className='text-muted-foreground text-xs'>
-          {t('Preset templates')}
-        </span>
-        {hasMore && (
-          <Button
-            variant='ghost'
-            size='sm'
-            className='h-6 px-2 text-xs'
-            onClick={() => setExpanded((prev) => !prev)}
-          >
-            {expanded ? t('Collapse') : t('More templates...')}
-          </Button>
-        )}
-      </div>
-      <div className='space-y-1'>
-        {visible.map((presetGroup) => (
-          <div
-            key={presetGroup.group}
-            className='flex flex-wrap items-center gap-2'
-          >
-            <Badge variant='secondary' className='min-w-[60px] justify-center'>
-              {t(presetGroup.group)}
-            </Badge>
-            {presetGroup.presets.map((preset) => (
-              <Button
-                key={preset.key}
-                variant='outline'
-                size='sm'
-                className='h-7 text-xs'
-                onClick={() => applyPreset(preset)}
-              >
-                {preset.label}
-              </Button>
-            ))}
-          </div>
-        ))}
-      </div>
-    </div>
-  )
-}
-
-// ---------------------------------------------------------------------------
-// Cost estimator
-// ---------------------------------------------------------------------------
-
-type EstimatorProps = {
-  effectiveExpr: string
-}
-
-function CostEstimator({ effectiveExpr }: EstimatorProps) {
-  const { t } = useTranslation()
-  const [promptTokens, setPromptTokens] = useState(0)
-  const [completionTokens, setCompletionTokens] = useState(0)
-  const [extras, setExtras] = useState<ExtraTokenValues>({
-    cacheReadTokens: 0,
-    cacheCreateTokens: 0,
-    cacheCreate1hTokens: 0,
-    imageTokens: 0,
-    imageOutputTokens: 0,
-    audioInputTokens: 0,
-    audioOutputTokens: 0,
-  })
-
-  const usesExtras = useMemo(
-    () => exprUsesExtraVars(effectiveExpr),
-    [effectiveExpr]
-  )
-
-  const result = useMemo(
-    () =>
-      evalExprLocally(effectiveExpr, promptTokens, completionTokens, extras),
-    [effectiveExpr, promptTokens, completionTokens, extras]
-  )
-
-  return (
-    <div className='bg-muted/30 space-y-3 rounded-md border p-3'>
-      <div className='space-y-1'>
-        <h4 className='text-sm font-medium'>{t('Token estimator')}</h4>
-        <p className='text-muted-foreground text-xs'>
-          {t(
-            'Enter token counts to preview the estimated cost (excluding group multipliers).'
-          )}
-        </p>
-      </div>
-      <div className='grid grid-cols-2 gap-3'>
-        <div className='space-y-1'>
-          <Label className='text-xs'>{t('Input tokens')}</Label>
-          <DraftNumberInput
-            min={0}
-            value={promptTokens}
-            onValueChange={setPromptTokens}
-          />
-        </div>
-        <div className='space-y-1'>
-          <Label className='text-xs'>{t('Output tokens')}</Label>
-          <DraftNumberInput
-            min={0}
-            value={completionTokens}
-            onValueChange={setCompletionTokens}
-          />
-        </div>
-      </div>
-      {usesExtras && (
-        <div className='grid grid-cols-2 gap-3'>
-          {BILLING_EXTRA_VARS.map((variable) => {
-            // BILLING_EXTRA_VARS only contains pricing variables; they are
-            // guaranteed to have a non-null `field` (the `len` condition-only
-            // variable is filtered out). Narrow the type here for safety.
-            if (!variable.field) return null
-            const stateKey = variable.field.replace(
-              'Price',
-              'Tokens'
-            ) as keyof ExtraTokenValues
-            return (
-              <div key={variable.key} className='space-y-1'>
-                <Label className='text-xs'>{t(variable.shortLabel)}</Label>
-                <DraftNumberInput
-                  min={0}
-                  value={extras[stateKey]}
-                  onValueChange={(value) =>
-                    setExtras((prev) => ({
-                      ...prev,
-                      [stateKey]: value,
-                    }))
-                  }
-                />
-              </div>
-            )
-          })}
-        </div>
-      )}
-      <div
-        className={cn(
-          'rounded-md border p-3 text-sm',
-          result.error
-            ? 'border-destructive/50 bg-destructive/10 text-destructive'
-            : 'border-primary/50 bg-primary/10'
-        )}
-      >
-        {result.error ? (
-          <span>
-            {t('Expression error')}: {result.error}
-          </span>
-        ) : (
-          <div className='flex items-center gap-2'>
-            <span className='font-medium'>
-              {t('Estimated quota cost')}: {result.cost.toLocaleString()}
-            </span>
-            {result.matchedTier && (
-              <Badge variant='outline' className='text-xs'>
-                {t('Hit tier')}: {result.matchedTier}
-              </Badge>
-            )}
-          </div>
-        )}
-      </div>
-    </div>
-  )
-}
-
-// ---------------------------------------------------------------------------
-// LLM prompt helper
-// ---------------------------------------------------------------------------
-
-const LLM_PROMPT_TEMPLATE = `You are an AI API billing expression design assistant. The user needs help designing a billing expression for an AI API gateway.
-
-## Expression Language
-
-Expressions are based on standard arithmetic with ternary operators.
-
-### Token Variables
-
-Input side:
-- p — input token count (for pricing). Automatically excludes sub-categories priced separately (e.g., if cr is used, cache tokens are deducted from p)
-- len — total input context length (for condition checks). Not affected by auto-exclusion; always reflects the full input length. Use in tier conditions
-- cr — cache-hit (read) token count
-- cc — cache-create token count (5-min TTL)
-- cc1h — cache-create token count (1-hour TTL, Claude-specific)
-- img — image input token count
-- ai — audio input token count
-
-Output side:
-- c — output token count. Also auto-excludes sub-categories priced separately
-- img_o — image output token count
-- ao — audio output token count
-
-### p/c Auto-exclusion
-
-p and c are fallback variables representing all tokens not separately priced in the expression. If the expression uses a sub-category variable (e.g., cr), those tokens are deducted from p to avoid double-billing. Unused sub-category tokens remain in p/c at base price.
-
-Important: len is NOT affected by auto-exclusion. Tier conditions should use len instead of p to prevent cache hits from lowering p and misidentifying the tier.
-
-### Built-in Functions
-
-- tier(name, value) — labels the billing tier; must wrap the cost expression
-- max(a, b), min(a, b) — maximum/minimum
-- ceil(x), floor(x), abs(x) — ceiling, floor, absolute value
-- header(name) — reads a request header
-- param(path) — reads a request body JSON path (gjson syntax)
-- has(source, substr) — substring check
-- hour(tz), minute(tz), weekday(tz), month(tz), day(tz) — time functions, tz is a timezone like "Asia/Shanghai"
-
-### Price Coefficients
-
-Numbers in the expression are $/1M tokens prices. For example, p * 2.5 means input $2.50/1M tokens.
-
-## Expression Examples
-
-Simple pricing:
-tier("base", p * 2.5 + c * 15)
-
-With cache:
-tier("base", p * 2.5 + c * 15 + cr * 0.25)
-
-Multi-tier (use len for conditions):
-len <= 200000
-  ? tier("standard", p * 3 + c * 15 + cr * 0.3 + cc * 3.75 + cc1h * 6)
-  : tier("long_context", p * 6 + c * 22.5 + cr * 0.6 + cc * 7.5 + cc1h * 12)
-
-Image model:
-tier("base", p * 2 + c * 8 + img * 2.5)
-
-Multimodal with audio:
-tier("base", p * 0.43 + c * 3.06 + img * 0.78 + ai * 3.81 + ao * 15.11)
-
-Three-tier example:
-len <= 128000
-  ? tier("standard", p * 1.1 + c * 4.4)
-  : (len <= 1000000
-    ? tier("medium", p * 2.2 + c * 8.8)
-    : tier("long", p * 4.4 + c * 17.6))
-
-## Rules
-
-1. Every leaf branch must be wrapped in tier("name", cost_expr)
-2. Use English tier names, e.g. "base", "standard", "long_context"
-3. Use len for tier conditions (not p), supports <, <=, >, >=
-4. Multi-tier uses nested ternary: cond1 ? tier(...) : (cond2 ? tier(...) : tier(...))
-5. Price coefficients are the provider's official $/1M tokens prices
-6. If cache/image/audio don't need separate pricing, omit those variables; their tokens are included in p/c automatically
-
-Please generate a billing expression based on the model information and pricing requirements provided.`
-
-type LlmPromptHelperProps = {
-  modelName?: string
-}
-
-function LlmPromptHelper({ modelName }: LlmPromptHelperProps) {
-  const { t } = useTranslation()
-  const [open, setOpen] = useState(false)
-
-  const prompt = useMemo(() => {
-    if (modelName) {
-      return LLM_PROMPT_TEMPLATE + `\n\nCurrent model: ${modelName}`
-    }
-    return LLM_PROMPT_TEMPLATE
-  }, [modelName])
-
-  const handleCopy = useCallback(async () => {
-    try {
-      await navigator.clipboard.writeText(prompt)
-      toast.success(t('Copied to clipboard'))
-    } catch {
-      toast.error(t('Failed to copy'))
-    }
-  }, [prompt, t])
-
-  return (
-    <Collapsible open={open} onOpenChange={setOpen}>
-      <CollapsibleTrigger
-        render={
-          <Button variant='ghost' size='sm' className='h-7 px-2 text-xs' />
-        }
-      >
-        <Copy className='mr-1.5 h-3 w-3' />
-        {t('LLM prompt helper')}
-      </CollapsibleTrigger>
-      <CollapsibleContent className='mt-2'>
-        <div className='bg-muted/30 rounded-md border p-3'>
-          <div className='mb-2 flex items-center justify-between'>
-            <p className='text-muted-foreground text-xs'>
-              {t(
-                'Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.'
-              )}
-            </p>
-            <Button
-              variant='outline'
-              size='sm'
-              className='ml-3 shrink-0'
-              onClick={handleCopy}
-            >
-              <Copy className='mr-1.5 h-3 w-3' />
-              {t('Copy prompt')}
-            </Button>
-          </div>
-          <Textarea
-            value={prompt}
-            readOnly
-            rows={8}
-            className='font-mono text-xs'
-            spellCheck={false}
-          />
-        </div>
-      </CollapsibleContent>
-    </Collapsible>
-  )
-}
-
 // ---------------------------------------------------------------------------
 // Main editor
 // ---------------------------------------------------------------------------
diff --git a/web/default/src/features/system-settings/models/tiered-pricing-fields.tsx b/web/default/src/features/system-settings/models/tiered-pricing-fields.tsx
new file mode 100644
index 0000000..ba5da8a
--- /dev/null
+++ b/web/default/src/features/system-settings/models/tiered-pricing-fields.tsx
@@ -0,0 +1,116 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import {
+  useEffect,
+  useState,
+  type ChangeEvent,
+  type FocusEvent,
+  type InputHTMLAttributes,
+  type MouseEvent as ReactMouseEvent,
+} from 'react'
+import { Input } from '@/components/ui/input'
+
+function formatNumberDraft(value: number | string): string {
+  if (value === '') return ''
+  if (typeof value === 'number')
+    return Number.isFinite(value) ? String(value) : '0'
+  return value
+}
+
+function parseNumberDraft(value: string): number {
+  if (value.trim() === '') return 0
+  const next = Number(value)
+  return Number.isFinite(next) ? next : 0
+}
+
+function isZeroDraft(value: string): boolean {
+  return value.trim() !== '' && parseNumberDraft(value) === 0
+}
+
+type DraftNumberInputProps = Omit<
+  InputHTMLAttributes<HTMLInputElement>,
+  'type' | 'value' | 'onChange'
+> & {
+  value: number | string
+  onValueChange: (next: number) => void
+  selectZeroOnFocus?: boolean
+}
+
+export function DraftNumberInput({
+  value,
+  onValueChange,
+  selectZeroOnFocus = true,
+  onBlur,
+  onFocus,
+  onMouseUp,
+  ...props
+}: DraftNumberInputProps) {
+  const [draft, setDraft] = useState(() => formatNumberDraft(value))
+  const [focused, setFocused] = useState(false)
+
+  useEffect(() => {
+    if (!focused) {
+      // Controlled values may change while the input is not being edited.
+      // eslint-disable-next-line react-hooks/set-state-in-effect
+      setDraft(formatNumberDraft(value))
+    }
+  }, [focused, value])
+
+  const handleChange = (event: ChangeEvent<HTMLInputElement>) => {
+    const nextDraft = event.target.value
+    setDraft(nextDraft)
+    onValueChange(parseNumberDraft(nextDraft))
+  }
+
+  const handleFocus = (event: FocusEvent<HTMLInputElement>) => {
+    setFocused(true)
+    onFocus?.(event)
+    if (selectZeroOnFocus && isZeroDraft(event.currentTarget.value)) {
+      event.currentTarget.select()
+    }
+  }
+
+  const handleMouseUp = (event: ReactMouseEvent<HTMLInputElement>) => {
+    onMouseUp?.(event)
+    if (selectZeroOnFocus && isZeroDraft(event.currentTarget.value)) {
+      event.preventDefault()
+      event.currentTarget.select()
+    }
+  }
+
+  const handleBlur = (event: FocusEvent<HTMLInputElement>) => {
+    const normalized = parseNumberDraft(event.currentTarget.value)
+    setFocused(false)
+    setDraft(String(normalized))
+    onValueChange(normalized)
+    onBlur?.(event)
+  }
+
+  return (
+    <Input
+      {...props}
+      type='number'
+      value={draft}
+      onChange={handleChange}
+      onFocus={handleFocus}
+      onMouseUp={handleMouseUp}
+      onBlur={handleBlur}
+    />
+  )
+}
diff --git a/web/default/src/features/system-settings/models/tiered-pricing-support.tsx b/web/default/src/features/system-settings/models/tiered-pricing-support.tsx
new file mode 100644
index 0000000..7da8bb1
--- /dev/null
+++ b/web/default/src/features/system-settings/models/tiered-pricing-support.tsx
@@ -0,0 +1,567 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import { useCallback, useMemo, useState } from 'react'
+import { Copy } from 'lucide-react'
+import { useTranslation } from 'react-i18next'
+import { toast } from 'sonner'
+import { cn } from '@/lib/utils'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import {
+  Collapsible,
+  CollapsibleContent,
+  CollapsibleTrigger,
+} from '@/components/ui/collapsible'
+import { Label } from '@/components/ui/label'
+import { Textarea } from '@/components/ui/textarea'
+import {
+  BILLING_EXTRA_VARS,
+  MATCH_CONTAINS,
+  MATCH_EQ,
+  MATCH_RANGE,
+  SOURCE_HEADER,
+  SOURCE_PARAM,
+  SOURCE_TIME,
+  type RequestRuleGroup,
+} from '@/features/pricing/lib/billing-expr'
+import {
+  type ExtraTokenValues,
+  evalExprLocally,
+  exprUsesExtraVars,
+} from '@/features/pricing/lib/tier-expr'
+import { DraftNumberInput } from './tiered-pricing-fields'
+
+export type Preset = {
+  key: string
+  label: string
+  expr: string
+  requestRules?: RequestRuleGroup[]
+}
+
+type PresetGroup = {
+  group: string
+  presets: Preset[]
+}
+
+const PRESET_GROUPS: PresetGroup[] = [
+  {
+    group: 'Fixed price',
+    presets: [
+      { key: 'flat', label: 'Flat', expr: 'tier("base", p * 2 + c * 4)' },
+      {
+        key: 'claude-opus',
+        label: 'Claude Opus 4.6',
+        expr: 'tier("base", p * 5 + c * 25 + cr * 0.5 + cc * 6.25 + cc1h * 10)',
+      },
+      {
+        key: 'gpt-5.4',
+        label: 'GPT-5.4',
+        expr: 'len <= 272000 ? tier("standard", p * 2.5 + c * 15 + cr * 0.25) : tier("long_context", p * 5 + c * 22.5 + cr * 0.5)',
+      },
+    ],
+  },
+  {
+    group: 'Tiered',
+    presets: [
+      {
+        key: 'claude-sonnet',
+        label: 'Claude Sonnet 4.5',
+        expr: 'len <= 200000 ? tier("standard", p * 3 + c * 15 + cr * 0.3 + cc * 3.75 + cc1h * 6) : tier("long_context", p * 6 + c * 22.5 + cr * 0.6 + cc * 7.5 + cc1h * 12)',
+      },
+      {
+        key: 'qwen3-max',
+        label: 'Qwen3 Max',
+        expr: 'len <= 32000 ? tier("short", p * 1.2 + c * 6 + cr * 0.24 + cc * 1.5) : len <= 128000 ? tier("mid", p * 2.4 + c * 12 + cr * 0.48 + cc * 3) : tier("long", p * 3 + c * 15 + cr * 0.6 + cc * 3.75)',
+      },
+      {
+        key: 'glm-4.5-air',
+        label: 'GLM-4.5 Air',
+        expr: 'len < 32000 && c < 200 ? tier("short_output", p * 0.8 + c * 2 + cr * 0.16) : len < 32000 && c >= 200 ? tier("long_output", p * 0.8 + c * 6 + cr * 0.16) : tier("mid_context", p * 1.2 + c * 8 + cr * 0.24)',
+      },
+      {
+        key: 'doubao-seed-1.8',
+        label: 'Doubao Seed 1.8',
+        expr: 'len <= 32000 && c <= 200 ? tier("discount", p * 0.8 + c * 2 + cr * 0.16 + cc * 0.17) : len <= 32000 ? tier("short", p * 0.8 + c * 8 + cr * 0.16 + cc * 0.17) : len <= 128000 ? tier("mid", p * 1.2 + c * 16 + cr * 0.16 + cc * 0.17) : tier("long", p * 2.4 + c * 24 + cr * 0.16 + cc * 0.17)',
+      },
+    ],
+  },
+  {
+    group: 'Multimodal',
+    presets: [
+      {
+        key: 'gpt-image-1-mini',
+        label: 'GPT Image 1 Mini',
+        expr: 'tier("base", p * 2 + c * 8 + img * 2.5)',
+      },
+      {
+        key: 'gemini-2.5-flash',
+        label: 'Gemini 2.5 Flash',
+        expr: 'tier("base", p * 0.3 + c * 2.5 + cr * 0.03 + ai * 1.0)',
+      },
+      {
+        key: 'gemini-3-pro-image',
+        label: 'Gemini 3 Pro Image',
+        expr: 'tier("base", p * 2 + c * 12 + img_o * 120)',
+      },
+      {
+        key: 'qwen3-omni-flash',
+        label: 'Qwen3 Omni Flash',
+        expr: 'tier("base", p * 0.43 + c * 3.06 + img * 0.78 + ai * 3.81 + ao * 15.11)',
+      },
+    ],
+  },
+  {
+    group: 'Request rule',
+    presets: [
+      {
+        key: 'claude-opus-fast',
+        label: 'Claude Opus 4.6 Fast',
+        expr: 'tier("base", p * 5 + c * 25 + cr * 0.5 + cc * 6.25 + cc1h * 10)',
+        requestRules: [
+          {
+            conditions: [
+              {
+                source: SOURCE_HEADER as 'header',
+                path: 'anthropic-beta',
+                mode: MATCH_CONTAINS,
+                value: 'fast-mode-2026-02-01',
+              },
+            ],
+            multiplier: '6',
+          },
+        ],
+      },
+      {
+        key: 'gpt-5.4-tiers',
+        label: 'GPT-5.4 Priority/Flex',
+        expr: 'len <= 272000 ? tier("standard", p * 2.5 + c * 15 + cr * 0.25) : tier("long_context", p * 5 + c * 22.5 + cr * 0.5)',
+        requestRules: [
+          {
+            conditions: [
+              {
+                source: SOURCE_PARAM as 'param',
+                path: 'service_tier',
+                mode: MATCH_EQ,
+                value: 'priority',
+              },
+            ],
+            multiplier: '2',
+          },
+          {
+            conditions: [
+              {
+                source: SOURCE_PARAM as 'param',
+                path: 'service_tier',
+                mode: MATCH_EQ,
+                value: 'flex',
+              },
+            ],
+            multiplier: '0.5',
+          },
+        ],
+      },
+    ],
+  },
+  {
+    group: 'Time-based',
+    presets: [
+      {
+        key: 'night-discount',
+        label: 'Night discount (50%)',
+        expr: 'tier("base", p * 3 + c * 15)',
+        requestRules: [
+          {
+            conditions: [
+              {
+                source: SOURCE_TIME as 'time',
+                timeFunc: 'hour',
+                timezone: 'Asia/Shanghai',
+                mode: MATCH_RANGE,
+                value: '',
+                rangeStart: '21',
+                rangeEnd: '6',
+              },
+            ],
+            multiplier: '0.5',
+          },
+        ],
+      },
+      {
+        key: 'weekend-discount',
+        label: 'Weekend discount (80%)',
+        expr: 'tier("base", p * 3 + c * 15)',
+        requestRules: [
+          {
+            conditions: [
+              {
+                source: SOURCE_TIME as 'time',
+                timeFunc: 'weekday',
+                timezone: 'Asia/Shanghai',
+                mode: MATCH_EQ,
+                value: '0',
+                rangeStart: '',
+                rangeEnd: '',
+              },
+            ],
+            multiplier: '0.8',
+          },
+          {
+            conditions: [
+              {
+                source: SOURCE_TIME as 'time',
+                timeFunc: 'weekday',
+                timezone: 'Asia/Shanghai',
+                mode: MATCH_EQ,
+                value: '6',
+                rangeStart: '',
+                rangeEnd: '',
+              },
+            ],
+            multiplier: '0.8',
+          },
+        ],
+      },
+    ],
+  },
+]
+
+// ---------------------------------------------------------------------------
+// Preset section
+// ---------------------------------------------------------------------------
+
+type PresetSectionProps = {
+  applyPreset: (preset: Preset) => void
+}
+
+export function PresetSection({ applyPreset }: PresetSectionProps) {
+  const { t } = useTranslation()
+  const [expanded, setExpanded] = useState(false)
+  const visible = expanded ? PRESET_GROUPS : PRESET_GROUPS.slice(0, 2)
+  const hasMore = PRESET_GROUPS.length > 2
+
+  return (
+    <div className='space-y-2'>
+      <div className='flex items-center gap-2'>
+        <span className='text-muted-foreground text-xs'>
+          {t('Preset templates')}
+        </span>
+        {hasMore && (
+          <Button
+            variant='ghost'
+            size='sm'
+            className='h-6 px-2 text-xs'
+            onClick={() => setExpanded((prev) => !prev)}
+          >
+            {expanded ? t('Collapse') : t('More templates...')}
+          </Button>
+        )}
+      </div>
+      <div className='space-y-1'>
+        {visible.map((presetGroup) => (
+          <div
+            key={presetGroup.group}
+            className='flex flex-wrap items-center gap-2'
+          >
+            <Badge variant='secondary' className='min-w-[60px] justify-center'>
+              {t(presetGroup.group)}
+            </Badge>
+            {presetGroup.presets.map((preset) => (
+              <Button
+                key={preset.key}
+                variant='outline'
+                size='sm'
+                className='h-7 text-xs'
+                onClick={() => applyPreset(preset)}
+              >
+                {preset.label}
+              </Button>
+            ))}
+          </div>
+        ))}
+      </div>
+    </div>
+  )
+}
+
+// ---------------------------------------------------------------------------
+// Cost estimator
+// ---------------------------------------------------------------------------
+
+type EstimatorProps = {
+  effectiveExpr: string
+}
+
+export function CostEstimator({ effectiveExpr }: EstimatorProps) {
+  const { t } = useTranslation()
+  const [promptTokens, setPromptTokens] = useState(0)
+  const [completionTokens, setCompletionTokens] = useState(0)
+  const [extras, setExtras] = useState<ExtraTokenValues>({
+    cacheReadTokens: 0,
+    cacheCreateTokens: 0,
+    cacheCreate1hTokens: 0,
+    imageTokens: 0,
+    imageOutputTokens: 0,
+    audioInputTokens: 0,
+    audioOutputTokens: 0,
+  })
+
+  const usesExtras = useMemo(
+    () => exprUsesExtraVars(effectiveExpr),
+    [effectiveExpr]
+  )
+
+  const result = useMemo(
+    () =>
+      evalExprLocally(effectiveExpr, promptTokens, completionTokens, extras),
+    [effectiveExpr, promptTokens, completionTokens, extras]
+  )
+
+  return (
+    <div className='bg-muted/30 space-y-3 rounded-md border p-3'>
+      <div className='space-y-1'>
+        <h4 className='text-sm font-medium'>{t('Token estimator')}</h4>
+        <p className='text-muted-foreground text-xs'>
+          {t(
+            'Enter token counts to preview the estimated cost (excluding group multipliers).'
+          )}
+        </p>
+      </div>
+      <div className='grid grid-cols-2 gap-3'>
+        <div className='space-y-1'>
+          <Label className='text-xs'>{t('Input tokens')}</Label>
+          <DraftNumberInput
+            min={0}
+            value={promptTokens}
+            onValueChange={setPromptTokens}
+          />
+        </div>
+        <div className='space-y-1'>
+          <Label className='text-xs'>{t('Output tokens')}</Label>
+          <DraftNumberInput
+            min={0}
+            value={completionTokens}
+            onValueChange={setCompletionTokens}
+          />
+        </div>
+      </div>
+      {usesExtras && (
+        <div className='grid grid-cols-2 gap-3'>
+          {BILLING_EXTRA_VARS.map((variable) => {
+            // BILLING_EXTRA_VARS only contains pricing variables; they are
+            // guaranteed to have a non-null `field` (the `len` condition-only
+            // variable is filtered out). Narrow the type here for safety.
+            if (!variable.field) return null
+            const stateKey = variable.field.replace(
+              'Price',
+              'Tokens'
+            ) as keyof ExtraTokenValues
+            return (
+              <div key={variable.key} className='space-y-1'>
+                <Label className='text-xs'>{t(variable.shortLabel)}</Label>
+                <DraftNumberInput
+                  min={0}
+                  value={extras[stateKey]}
+                  onValueChange={(value) =>
+                    setExtras((prev) => ({
+                      ...prev,
+                      [stateKey]: value,
+                    }))
+                  }
+                />
+              </div>
+            )
+          })}
+        </div>
+      )}
+      <div
+        className={cn(
+          'rounded-md border p-3 text-sm',
+          result.error
+            ? 'border-destructive/50 bg-destructive/10 text-destructive'
+            : 'border-primary/50 bg-primary/10'
+        )}
+      >
+        {result.error ? (
+          <span>
+            {t('Expression error')}: {result.error}
+          </span>
+        ) : (
+          <div className='flex items-center gap-2'>
+            <span className='font-medium'>
+              {t('Estimated quota cost')}: {result.cost.toLocaleString()}
+            </span>
+            {result.matchedTier && (
+              <Badge variant='outline' className='text-xs'>
+                {t('Hit tier')}: {result.matchedTier}
+              </Badge>
+            )}
+          </div>
+        )}
+      </div>
+    </div>
+  )
+}
+
+// ---------------------------------------------------------------------------
+// LLM prompt helper
+// ---------------------------------------------------------------------------
+
+const LLM_PROMPT_TEMPLATE = `You are an AI API billing expression design assistant. The user needs help designing a billing expression for an AI API gateway.
+
+## Expression Language
+
+Expressions are based on standard arithmetic with ternary operators.
+
+### Token Variables
+
+Input side:
+- p — input token count (for pricing). Automatically excludes sub-categories priced separately (e.g., if cr is used, cache tokens are deducted from p)
+- len — total input context length (for condition checks). Not affected by auto-exclusion; always reflects the full input length. Use in tier conditions
+- cr — cache-hit (read) token count
+- cc — cache-create token count (5-min TTL)
+- cc1h — cache-create token count (1-hour TTL, Claude-specific)
+- img — image input token count
+- ai — audio input token count
+
+Output side:
+- c — output token count. Also auto-excludes sub-categories priced separately
+- img_o — image output token count
+- ao — audio output token count
+
+### p/c Auto-exclusion
+
+p and c are fallback variables representing all tokens not separately priced in the expression. If the expression uses a sub-category variable (e.g., cr), those tokens are deducted from p to avoid double-billing. Unused sub-category tokens remain in p/c at base price.
+
+Important: len is NOT affected by auto-exclusion. Tier conditions should use len instead of p to prevent cache hits from lowering p and misidentifying the tier.
+
+### Built-in Functions
+
+- tier(name, value) — labels the billing tier; must wrap the cost expression
+- max(a, b), min(a, b) — maximum/minimum
+- ceil(x), floor(x), abs(x) — ceiling, floor, absolute value
+- header(name) — reads a request header
+- param(path) — reads a request body JSON path (gjson syntax)
+- has(source, substr) — substring check
+- hour(tz), minute(tz), weekday(tz), month(tz), day(tz) — time functions, tz is a timezone like "Asia/Shanghai"
+
+### Price Coefficients
+
+Numbers in the expression are $/1M tokens prices. For example, p * 2.5 means input $2.50/1M tokens.
+
+## Expression Examples
+
+Simple pricing:
+tier("base", p * 2.5 + c * 15)
+
+With cache:
+tier("base", p * 2.5 + c * 15 + cr * 0.25)
+
+Multi-tier (use len for conditions):
+len <= 200000
+  ? tier("standard", p * 3 + c * 15 + cr * 0.3 + cc * 3.75 + cc1h * 6)
+  : tier("long_context", p * 6 + c * 22.5 + cr * 0.6 + cc * 7.5 + cc1h * 12)
+
+Image model:
+tier("base", p * 2 + c * 8 + img * 2.5)
+
+Multimodal with audio:
+tier("base", p * 0.43 + c * 3.06 + img * 0.78 + ai * 3.81 + ao * 15.11)
+
+Three-tier example:
+len <= 128000
+  ? tier("standard", p * 1.1 + c * 4.4)
+  : (len <= 1000000
+    ? tier("medium", p * 2.2 + c * 8.8)
+    : tier("long", p * 4.4 + c * 17.6))
+
+## Rules
+
+1. Every leaf branch must be wrapped in tier("name", cost_expr)
+2. Use English tier names, e.g. "base", "standard", "long_context"
+3. Use len for tier conditions (not p), supports <, <=, >, >=
+4. Multi-tier uses nested ternary: cond1 ? tier(...) : (cond2 ? tier(...) : tier(...))
+5. Price coefficients are the provider's official $/1M tokens prices
+6. If cache/image/audio don't need separate pricing, omit those variables; their tokens are included in p/c automatically
+
+Please generate a billing expression based on the model information and pricing requirements provided.`
+
+type LlmPromptHelperProps = {
+  modelName?: string
+}
+
+export function LlmPromptHelper({ modelName }: LlmPromptHelperProps) {
+  const { t } = useTranslation()
+  const [open, setOpen] = useState(false)
+
+  const prompt = useMemo(() => {
+    if (modelName) {
+      return LLM_PROMPT_TEMPLATE + `\n\nCurrent model: ${modelName}`
+    }
+    return LLM_PROMPT_TEMPLATE
+  }, [modelName])
+
+  const handleCopy = useCallback(async () => {
+    try {
+      await navigator.clipboard.writeText(prompt)
+      toast.success(t('Copied to clipboard'))
+    } catch {
+      toast.error(t('Failed to copy'))
+    }
+  }, [prompt, t])
+
+  return (
+    <Collapsible open={open} onOpenChange={setOpen}>
+      <CollapsibleTrigger
+        render={
+          <Button variant='ghost' size='sm' className='h-7 px-2 text-xs' />
+        }
+      >
+        <Copy data-icon='inline-start' aria-hidden='true' />
+        {t('LLM prompt helper')}
+      </CollapsibleTrigger>
+      <CollapsibleContent className='mt-2'>
+        <div className='bg-muted/30 rounded-md border p-3'>
+          <div className='mb-2 flex items-center justify-between'>
+            <p className='text-muted-foreground text-xs'>
+              {t(
+                'Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.'
+              )}
+            </p>
+            <Button
+              variant='outline'
+              size='sm'
+              className='ml-3 shrink-0'
+              onClick={handleCopy}
+            >
+              <Copy data-icon='inline-start' aria-hidden='true' />
+              {t('Copy prompt')}
+            </Button>
+          </div>
+          <Textarea
+            value={prompt}
+            readOnly
+            rows={8}
+            className='font-mono text-xs'
+            spellCheck={false}
+          />
+        </div>
+      </CollapsibleContent>
+    </Collapsible>
+  )
+}
diff --git a/web/default/src/features/system-settings/models/tiered-pricing-utils.ts b/web/default/src/features/system-settings/models/tiered-pricing-utils.ts
new file mode 100644
index 0000000..74484ad
--- /dev/null
+++ b/web/default/src/features/system-settings/models/tiered-pricing-utils.ts
@@ -0,0 +1,42 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+
+export function unitCostToPrice(unitCost: number | string): number {
+  return Number(unitCost) || 0
+}
+
+export function priceToUnitCost(price: number | string): number {
+  return Number(price) || 0
+}
+
+export function formatTokenHint(
+  value: number | string | null | undefined
+): string {
+  if (value == null || value === '' || Number.isNaN(Number(value))) return ''
+
+  const tokenCount = Number(value)
+  if (tokenCount === 0) return '= 0'
+  if (tokenCount >= 1_000_000) {
+    return `= ${(tokenCount / 1_000_000).toLocaleString()}M tokens`
+  }
+  if (tokenCount >= 1_000) {
+    return `= ${(tokenCount / 1_000).toLocaleString()}K tokens`
+  }
+  return `= ${tokenCount.toLocaleString()} tokens`
+}
diff --git a/web/default/src/features/users/components/users-columns.tsx b/web/default/src/features/users/components/users-columns.tsx
index c9bfe1d..5ee683b 100644
--- a/web/default/src/features/users/components/users-columns.tsx
+++ b/web/default/src/features/users/components/users-columns.tsx
@@ -58,7 +58,7 @@ export function useUsersColumns(): ColumnDef<User>[] {
           checked={table.getIsAllPageRowsSelected()}
           indeterminate={table.getIsSomePageRowsSelected()}
           onCheckedChange={(value) => table.toggleAllPageRowsSelected(!!value)}
-          aria-label='Select all'
+          aria-label={t('Select all')}
           className='translate-y-[2px]'
         />
       ),
@@ -66,7 +66,7 @@ export function useUsersColumns(): ColumnDef<User>[] {
         <Checkbox
           checked={row.getIsSelected()}
           onCheckedChange={(value) => row.toggleSelected(!!value)}
-          aria-label='Select row'
+          aria-label={t('Select row')}
           className='translate-y-[2px]'
         />
       ),
diff --git a/web/default/src/i18n/locales/_reports/_sync-report.json b/web/default/src/i18n/locales/_reports/_sync-report.json
index 3814555..35092a3 100644
--- a/web/default/src/i18n/locales/_reports/_sync-report.json
+++ b/web/default/src/i18n/locales/_reports/_sync-report.json
@@ -11,25 +11,25 @@
       "file": "fr.json",
       "missingCount": 0,
       "extrasCount": 0,
-      "untranslatedCount": 67
+      "untranslatedCount": 0
     },
     "ja": {
       "file": "ja.json",
       "missingCount": 0,
       "extrasCount": 0,
-      "untranslatedCount": 115
+      "untranslatedCount": 0
     },
     "ru": {
       "file": "ru.json",
       "missingCount": 0,
       "extrasCount": 0,
-      "untranslatedCount": 115
+      "untranslatedCount": 0
     },
     "vi": {
       "file": "vi.json",
       "missingCount": 0,
       "extrasCount": 0,
-      "untranslatedCount": 67
+      "untranslatedCount": 0
     },
     "zh": {
       "file": "zh.json",
diff --git a/web/default/src/i18n/locales/_reports/fr.untranslated.json b/web/default/src/i18n/locales/_reports/fr.untranslated.json
deleted file mode 100644
index a2bb081..0000000
--- a/web/default/src/i18n/locales/_reports/fr.untranslated.json
+++ /dev/null
@@ -1,69 +0,0 @@
-{
-  "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
-  "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
-  "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-  "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
-  "AI model and Agent governance": "AI model and Agent governance",
-  "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
-  "AI model governance and AgentOps console": "AI model governance and AgentOps console",
-  "AI Models and Agents governance console": "AI Models and Agents governance console",
-  "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
-  "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
-  "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-  "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
-  "Built for AI model and Agent governance": "Built for AI model and Agent governance",
-  "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
-  "Channels, mappings, and model scope": "Channels, mappings, and model scope",
-  "Cost and quota governance": "Cost and quota governance",
-  "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
-  "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
-  "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
-  "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
-  "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
-  "Failed to save tiered billing config": "Failed to save tiered billing config",
-  "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-  "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
-  "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-  "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-  "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-  "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
-  "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
-  "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-  "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
-  "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
-  "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
-  "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
-  "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
-  "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
-  "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
-  "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-  "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
-  "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
-  "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
-  "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
-  "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
-  "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
-  "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
-  "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
-  "Review model prices and task rate-cards": "Review model prices and task rate-cards",
-  "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
-  "Routing and reliability governance": "Routing and reliability governance",
-  "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
-  "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
-  "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
-  "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
-  "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
-  "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
-  "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
-  "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-  "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
-  "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
-  "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
-  "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
-  "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
-  "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-  "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
-  "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
-  "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-  "video task channels and protocol templates": "video task channels and protocol templates"
-}
diff --git a/web/default/src/i18n/locales/_reports/ja.untranslated.json b/web/default/src/i18n/locales/_reports/ja.untranslated.json
deleted file mode 100644
index 8469152..0000000
--- a/web/default/src/i18n/locales/_reports/ja.untranslated.json
+++ /dev/null
@@ -1,117 +0,0 @@
-{
-  "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
-  "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
-  "Agent access": "Agent access",
-  "agent governance category suffix": " categories",
-  "Agent key configured": "Agent key configured",
-  "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-  "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
-  "AgentOps boundary": "AgentOps boundary",
-  "AgentOps control boundary": "AgentOps control boundary",
-  "AgentOps governance dimensions": "AgentOps governance dimensions",
-  "AI asset governance": "AI asset governance",
-  "AI gateway · AgentOps": "AI gateway · AgentOps",
-  "AI governance operations plane": "AI governance operations plane",
-  "AI model and Agent governance": "AI model and Agent governance",
-  "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
-  "AI model asset governance": "AI model asset governance",
-  "AI model governance · AgentOps": "AI model governance · AgentOps",
-  "AI model governance · AgentOps · Application infrastructure": "AI model governance · AgentOps · Application infrastructure",
-  "AI model governance and AgentOps console": "AI model governance and AgentOps console",
-  "AI Models · Agents governance": "AI Models · Agents governance",
-  "AI Models and Agents governance console": "AI Models and Agents governance console",
-  "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
-  "Alibaba Cloud Bailian": "Alibaba Cloud Bailian",
-  "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
-  "Boundary control": "Boundary control",
-  "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-  "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
-  "Built for AI model and Agent governance": "Built for AI model and Agent governance",
-  "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
-  "catalog + mapping": "catalog + mapping",
-  "Channels, mappings, and model scope": "Channels, mappings, and model scope",
-  "Continuous model governance": "Continuous model governance",
-  "Continuously updated": "Continuously updated",
-  "Cost and quota governance": "Cost and quota governance",
-  "Cost control": "Cost control",
-  "Cost governance": "Cost governance",
-  "Cost operations": "Cost operations",
-  "Cost rule engine": "Cost rule engine",
-  "Coverage": "Coverage",
-  "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
-  "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
-  "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
-  "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
-  "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
-  "Failed to save tiered billing config": "Failed to save tiered billing config",
-  "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-  "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
-  "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-  "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-  "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-  "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
-  "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
-  "Internal model console": "Internal model console",
-  "Intuitive cost audit": "Intuitive cost audit",
-  "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-  "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
-  "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
-  "Keep governance ready": "Keep governance ready",
-  "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
-  "Load example": "Load example",
-  "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
-  "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
-  "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
-  "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
-  "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-  "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
-  "Model governance": "Model governance",
-  "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
-  "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
-  "Model route active": "Model route active",
-  "More compatible APIs": "More compatible APIs",
-  "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
-  "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
-  "One endpoint, any model": "One endpoint, any model",
-  "One governance layer, many model protocols": "One governance layer, many model protocols",
-  "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
-  "Operating lifecycle": "Operating lifecycle",
-  "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
-  "Protocol layer": "Protocol layer",
-  "Provider & platform adaptation": "Provider & platform adaptation",
-  "Provider protocol governance": "Provider protocol governance",
-  "Quickstart": "Quickstart",
-  "quota + refund": "quota + refund",
-  "Readable cost governance": "Readable cost governance",
-  "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
-  "Research assistant": "Research assistant",
-  "Review model prices and task rate-cards": "Review model prices and task rate-cards",
-  "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
-  "Routing and reliability governance": "Routing and reliability governance",
-  "Routing policy": "Routing policy",
-  "Save tiered billing": "Save tiered billing",
-  "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
-  "Seedance": "Seedance",
-  "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
-  "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
-  "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
-  "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
-  "Tiered Billing": "Tiered Billing",
-  "Tiered billing configuration saved": "Tiered billing configuration saved",
-  "Tiered billing JSON": "Tiered billing JSON",
-  "token + audit": "token + audit",
-  "token + model scope": "token + model scope",
-  "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
-  "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
-  "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-  "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
-  "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
-  "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
-  "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
-  "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
-  "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-  "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
-  "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
-  "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-  "video task channels and protocol templates": "video task channels and protocol templates"
-}
diff --git a/web/default/src/i18n/locales/_reports/ru.untranslated.json b/web/default/src/i18n/locales/_reports/ru.untranslated.json
deleted file mode 100644
index 8469152..0000000
--- a/web/default/src/i18n/locales/_reports/ru.untranslated.json
+++ /dev/null
@@ -1,117 +0,0 @@
-{
-  "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
-  "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
-  "Agent access": "Agent access",
-  "agent governance category suffix": " categories",
-  "Agent key configured": "Agent key configured",
-  "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-  "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
-  "AgentOps boundary": "AgentOps boundary",
-  "AgentOps control boundary": "AgentOps control boundary",
-  "AgentOps governance dimensions": "AgentOps governance dimensions",
-  "AI asset governance": "AI asset governance",
-  "AI gateway · AgentOps": "AI gateway · AgentOps",
-  "AI governance operations plane": "AI governance operations plane",
-  "AI model and Agent governance": "AI model and Agent governance",
-  "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
-  "AI model asset governance": "AI model asset governance",
-  "AI model governance · AgentOps": "AI model governance · AgentOps",
-  "AI model governance · AgentOps · Application infrastructure": "AI model governance · AgentOps · Application infrastructure",
-  "AI model governance and AgentOps console": "AI model governance and AgentOps console",
-  "AI Models · Agents governance": "AI Models · Agents governance",
-  "AI Models and Agents governance console": "AI Models and Agents governance console",
-  "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
-  "Alibaba Cloud Bailian": "Alibaba Cloud Bailian",
-  "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
-  "Boundary control": "Boundary control",
-  "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-  "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
-  "Built for AI model and Agent governance": "Built for AI model and Agent governance",
-  "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
-  "catalog + mapping": "catalog + mapping",
-  "Channels, mappings, and model scope": "Channels, mappings, and model scope",
-  "Continuous model governance": "Continuous model governance",
-  "Continuously updated": "Continuously updated",
-  "Cost and quota governance": "Cost and quota governance",
-  "Cost control": "Cost control",
-  "Cost governance": "Cost governance",
-  "Cost operations": "Cost operations",
-  "Cost rule engine": "Cost rule engine",
-  "Coverage": "Coverage",
-  "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
-  "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
-  "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
-  "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
-  "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
-  "Failed to save tiered billing config": "Failed to save tiered billing config",
-  "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-  "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
-  "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-  "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-  "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-  "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
-  "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
-  "Internal model console": "Internal model console",
-  "Intuitive cost audit": "Intuitive cost audit",
-  "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-  "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
-  "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
-  "Keep governance ready": "Keep governance ready",
-  "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
-  "Load example": "Load example",
-  "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
-  "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
-  "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
-  "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
-  "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-  "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
-  "Model governance": "Model governance",
-  "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
-  "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
-  "Model route active": "Model route active",
-  "More compatible APIs": "More compatible APIs",
-  "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
-  "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
-  "One endpoint, any model": "One endpoint, any model",
-  "One governance layer, many model protocols": "One governance layer, many model protocols",
-  "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
-  "Operating lifecycle": "Operating lifecycle",
-  "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
-  "Protocol layer": "Protocol layer",
-  "Provider & platform adaptation": "Provider & platform adaptation",
-  "Provider protocol governance": "Provider protocol governance",
-  "Quickstart": "Quickstart",
-  "quota + refund": "quota + refund",
-  "Readable cost governance": "Readable cost governance",
-  "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
-  "Research assistant": "Research assistant",
-  "Review model prices and task rate-cards": "Review model prices and task rate-cards",
-  "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
-  "Routing and reliability governance": "Routing and reliability governance",
-  "Routing policy": "Routing policy",
-  "Save tiered billing": "Save tiered billing",
-  "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
-  "Seedance": "Seedance",
-  "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
-  "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
-  "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
-  "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
-  "Tiered Billing": "Tiered Billing",
-  "Tiered billing configuration saved": "Tiered billing configuration saved",
-  "Tiered billing JSON": "Tiered billing JSON",
-  "token + audit": "token + audit",
-  "token + model scope": "token + model scope",
-  "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
-  "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
-  "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-  "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
-  "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
-  "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
-  "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
-  "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
-  "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-  "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
-  "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
-  "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-  "video task channels and protocol templates": "video task channels and protocol templates"
-}
diff --git a/web/default/src/i18n/locales/_reports/vi.untranslated.json b/web/default/src/i18n/locales/_reports/vi.untranslated.json
deleted file mode 100644
index a2bb081..0000000
--- a/web/default/src/i18n/locales/_reports/vi.untranslated.json
+++ /dev/null
@@ -1,69 +0,0 @@
-{
-  "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
-  "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
-  "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-  "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
-  "AI model and Agent governance": "AI model and Agent governance",
-  "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
-  "AI model governance and AgentOps console": "AI model governance and AgentOps console",
-  "AI Models and Agents governance console": "AI Models and Agents governance console",
-  "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
-  "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
-  "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-  "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
-  "Built for AI model and Agent governance": "Built for AI model and Agent governance",
-  "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
-  "Channels, mappings, and model scope": "Channels, mappings, and model scope",
-  "Cost and quota governance": "Cost and quota governance",
-  "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
-  "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
-  "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
-  "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
-  "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
-  "Failed to save tiered billing config": "Failed to save tiered billing config",
-  "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-  "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
-  "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-  "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-  "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-  "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
-  "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
-  "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-  "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
-  "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
-  "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
-  "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
-  "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
-  "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
-  "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
-  "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-  "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
-  "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
-  "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
-  "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
-  "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
-  "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
-  "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
-  "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
-  "Review model prices and task rate-cards": "Review model prices and task rate-cards",
-  "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
-  "Routing and reliability governance": "Routing and reliability governance",
-  "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
-  "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
-  "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
-  "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
-  "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
-  "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
-  "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
-  "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-  "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
-  "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
-  "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
-  "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
-  "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
-  "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-  "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
-  "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
-  "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-  "video task channels and protocol templates": "video task channels and protocol templates"
-}
diff --git a/web/default/src/i18n/locales/en.json b/web/default/src/i18n/locales/en.json
index 85f3d3e..c779c1a 100644
--- a/web/default/src/i18n/locales/en.json
+++ b/web/default/src/i18n/locales/en.json
@@ -23,6 +23,7 @@
     "{\"original-model\": \"replacement-model\"}": "{\"original-model\": \"replacement-model\"}",
     "{{category}} Models": "{{category}} Models",
     "{{completed}}/{{total}} completed": "{{completed}}/{{total}} completed",
+    "{{count}} {{entity}} selected. Bulk actions toolbar is available.": "{{count}} {{entity}} selected. Bulk actions toolbar is available.",
     "{{count}} channel(s) deleted": "{{count}} channel(s) deleted",
     "{{count}} channel(s) disabled": "{{count}} channel(s) disabled",
     "{{count}} channel(s) enabled": "{{count}} channel(s) enabled",
@@ -38,10 +39,12 @@
     "{{count}} IP(s)": "{{count}} IP(s)",
     "{{count}} log entries removed.": "{{count}} log entries removed.",
     "{{count}} minutes ago": "{{count}} minutes ago",
+    "{{count}} model(s)": "{{count}} model(s)",
     "{{count}} models": "{{count}} models",
     "{{count}} months ago": "{{count}} months ago",
     "{{count}} more": "{{count}} more",
     "{{count}} override": "{{count}} override",
+    "{{count}} selected": "{{count}} selected",
     "{{count}} selected targets available for bulk copy.": "{{count}} selected targets available for bulk copy.",
     "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
     "{{count}} tiers": "{{count}} tiers",
@@ -49,6 +52,7 @@
     "{{count}} weeks ago": "{{count}} weeks ago",
     "{{field}} updated to {{value}}": "{{field}} updated to {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} updated to {{value}} for tag: {{tag}}",
+    "{{item}} option preview": "{{item}} option preview",
     "{{modality}} not supported": "{{modality}} not supported",
     "{{modality}} supported": "{{modality}} supported",
     "{{n}} model(s) selected": "{{n}} model(s) selected",
@@ -60,6 +64,7 @@
     "{{routeContext}} groups must not be empty": "{{routeContext}} groups must not be empty",
     "{{routeContext}} groups must not exceed 64 entries": "{{routeContext}} groups must not exceed 64 entries",
     "{{success}} succeeded, {{failed}} failed": "{{success}} succeeded, {{failed}} failed",
+    "{{title}} usage: {{percent}}%": "{{title}} usage: {{percent}}%",
     "{{value}}ms": "{{value}}ms",
     "{{value}}s": "{{value}}s",
     "@lobehub/icons key": "@lobehub/icons key",
@@ -103,6 +108,7 @@
     "24 hours ago": "24 hours ago",
     "29 Days": "29 Days",
     "3. Enter your Gotify server URL and token above": "3. Enter your Gotify server URL and token above",
+    "30 day uptime {{percent}}%": "30 day uptime {{percent}}%",
     "30 Days": "30 Days",
     "30 days ago": "30 days ago",
     "30d change": "30d change",
@@ -659,6 +665,7 @@
     "Billing": "Billing",
     "Billing & Payment": "Billing & Payment",
     "Billing and cost audit": "Billing and cost audit",
+    "Billing and group ratios are calculated from the real group that handles the request.": "Billing and group ratios are calculated from the real group that handles the request.",
     "Billing currency": "Billing currency",
     "Billing Details": "Billing Details",
     "Billing governance": "Billing governance",
@@ -667,7 +674,6 @@
     "Billing Mode": "Billing Mode",
     "Billing Process": "Billing Process",
     "Billing Source": "Billing Source",
-    "Billing and group ratios are calculated from the real group that handles the request.": "Billing and group ratios are calculated from the real group that handles the request.",
     "billing-aware model rules": "billing-aware model rules",
     "billing-aware models": "billing-aware models",
     "Bind": "Bind",
@@ -701,6 +707,7 @@
     "Bound product:": "Bound product:",
     "Bound store:": "Bound store:",
     "Boundary control": "Boundary control",
+    "Breadcrumb": "Breadcrumb",
     "Bring channels back online after successful checks": "Bring channels back online after successful checks",
     "Browse and compare": "Browse and compare",
     "Browse available models and pricing": "Browse available models and pricing",
@@ -720,6 +727,7 @@
     "Built-in": "Built-in",
     "Built-in Device": "Built-in Device",
     "Built-in: phone fingerprint/face, or Windows Hello; External: USB security key": "Built-in: phone fingerprint/face, or Windows Hello; External: USB security key",
+    "Bulk actions for {{count}} selected {{entity}}": "Bulk actions for {{count}} selected {{entity}}",
     "by": "by",
     "By category": "By category",
     "By clicking sign in, you agree to our": "By clicking sign in, you agree to our",
@@ -1287,6 +1295,7 @@
     "Day of month": "Day of month",
     "days": "days",
     "Days to Retain": "Days to Retain",
+    "Decrement": "Decrement",
     "Deducted by subscription": "Deducted by subscription",
     "DeepSeek": "DeepSeek",
     "default": "default",
@@ -1344,6 +1353,7 @@
     "Delete Models?": "Delete Models?",
     "Delete Provider": "Delete Provider",
     "Delete Request Header": "Delete Request Header",
+    "Delete row": "Delete row",
     "Delete selected API keys": "Delete selected API keys",
     "Delete selected channels": "Delete selected channels",
     "Delete selected models": "Delete selected models",
@@ -1545,6 +1555,7 @@
     "Edit chat preset": "Edit chat preset",
     "Edit discount tier": "Edit discount tier",
     "Edit FAQ": "Edit FAQ",
+    "Edit group": "Edit group",
     "Edit group rate limit": "Edit group rate limit",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Edit JSON object directly. Suitable for simple parameter overrides.",
     "Edit JSON text directly. Format will be validated on save.": "Edit JSON text directly. Format will be validated on save.",
@@ -1582,6 +1593,7 @@
     "Enable": "Enable",
     "Enable 2FA": "Enable 2FA",
     "Enable All": "Enable All",
+    "Enable and price audio input before configuring audio output.": "Enable and price audio input before configuring audio output.",
     "Enable check-in feature": "Enable check-in feature",
     "Enable Data Dashboard": "Enable Data Dashboard",
     "Enable demo mode with limited functionality": "Enable demo mode with limited functionality",
@@ -1694,7 +1706,6 @@
     "Enter tag name (optional)": "Enter tag name (optional)",
     "Enter the 6-digit code from your authenticator app": "Enter the 6-digit code from your authenticator app",
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.",
-    "Enter your account password to confirm this sensitive action.": "Enter your account password to confirm this sensitive action.",
     "Enter the complete URL, supports": "Enter the complete URL, supports",
     "Enter the Coze agent ID": "Enter the Coze agent ID",
     "Enter the full URL of your Gotify server": "Enter the full URL of your Gotify server",
@@ -1709,6 +1720,7 @@
     "Enter username": "Enter username",
     "Enter verification code": "Enter verification code",
     "Enter webhook secret": "Enter webhook secret",
+    "Enter your account password to confirm this sensitive action.": "Enter your account password to confirm this sensitive action.",
     "Enter your authenticator code or a backup code": "Enter your authenticator code or a backup code",
     "Enter your email": "Enter your email",
     "Enter your redemption code": "Enter your redemption code",
@@ -2114,6 +2126,7 @@
     "Go to io.net API Keys": "Go to io.net API Keys",
     "Go to last page": "Go to last page",
     "Go to next page": "Go to next page",
+    "Go to page {{page}}": "Go to page {{page}}",
     "Go to previous page": "Go to previous page",
     "Go to settings": "Go to settings",
     "Go to Settings": "Go to Settings",
@@ -2312,6 +2325,7 @@
     "Incoming path must not include query": "Incoming path must not include query",
     "Incoming path must start with /": "Incoming path must start with /",
     "Incomplete": "Incomplete",
+    "Increment": "Increment",
     "Index": "Index",
     "Ingress": "Ingress",
     "Initial quota given to new users": "Initial quota given to new users",
@@ -2779,6 +2793,7 @@
     "More Apps": "More Apps",
     "More compatible APIs": "More compatible APIs",
     "more mapping": "more mapping",
+    "More pages": "More pages",
     "More templates...": "More templates...",
     "More than 999 days left": "More than 999 days left",
     "More...": "More...",
@@ -2867,6 +2882,7 @@
     "Next branch": "Next branch",
     "Next page": "Next page",
     "Next reset": "Next reset",
+    "Next slide": "Next slide",
     "No": "No",
     "No About Content Set": "No About Content Set",
     "No Active": "No Active",
@@ -3227,6 +3243,7 @@
     "Overwritten": "Overwritten",
     "Page": "Page",
     "Page {{current}} of {{total}}": "Page {{current}} of {{total}}",
+    "Pagination": "Pagination",
     "PaLM": "PaLM",
     "Pan": "Pan",
     "Pancake": "Pancake",
@@ -3376,7 +3393,6 @@
     "Please confirm that you understand the consequences": "Please confirm that you understand the consequences",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Please enable io.net model deployment service and configure an API key in System Settings.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Please enable Two-factor Authentication or Passkey before proceeding",
-    "Please enter your password": "Please enter your password",
     "Please enter a name": "Please enter a name",
     "Please enter a new password": "Please enter a new password",
     "Please enter a redemption code": "Please enter a redemption code",
@@ -3398,6 +3414,7 @@
     "Please enter your current password": "Please enter your current password",
     "Please enter your email": "Please enter your email",
     "Please enter your email first": "Please enter your email first",
+    "Please enter your password": "Please enter your password",
     "Please enter your verification code": "Please enter your verification code",
     "Please enter your verification code or backup code": "Please enter your verification code or backup code",
     "Please fix JSON errors before saving": "Please fix JSON errors before saving",
@@ -3481,6 +3498,7 @@
     "Previous": "Previous",
     "Previous branch": "Previous branch",
     "Previous page": "Previous page",
+    "Previous slide": "Previous slide",
     "Price": "Price",
     "Price ($/1K calls)": "Price ($/1K calls)",
     "Price (local currency / USD)": "Price (local currency / USD)",
@@ -3604,13 +3622,13 @@
     "Quota ({{currency}})": "Quota ({{currency}})",
     "quota + refund": "quota + refund",
     "Quota adjusted successfully": "Quota adjusted successfully",
-    "Quota must be a safe integer within the supported range": "Quota must be a safe integer within the supported range",
     "Quota consumed before charging users": "Quota consumed before charging users",
     "Quota Distribution": "Quota Distribution",
     "Quota given to invited users": "Quota given to invited users",
     "Quota given to users who invite others": "Quota given to users who invite others",
     "Quota limits": "Quota limits",
     "Quota must be a positive number": "Quota must be a positive number",
+    "Quota must be a safe integer within the supported range": "Quota must be a safe integer within the supported range",
     "Quota must be zero or greater": "Quota must be zero or greater",
     "Quota Per Unit": "Quota Per Unit",
     "Quota reminder (tokens)": "Quota reminder (tokens)",
@@ -3752,6 +3770,7 @@
     "Remove rule group": "Remove rule group",
     "Remove string prefix": "Remove string prefix",
     "Remove string suffix": "Remove string suffix",
+    "Remove tag": "Remove tag",
     "Remove the target field": "Remove the target field",
     "Remove tier": "Remove tier",
     "Removed": "Removed",
@@ -4017,6 +4036,7 @@
     "Scope": "Scope",
     "scope + quota": "scope + quota",
     "Scopes": "Scopes",
+    "Scroll to bottom": "Scroll to bottom",
     "Search": "Search",
     "Search by name or URL...": "Search by name or URL...",
     "Search by order number...": "Search by order number...",
@@ -4056,6 +4076,7 @@
     "Security verification": "Security verification",
     "Seedance": "Seedance",
     "Select": "Select",
+    "Select {{item}}": "Select {{item}}",
     "Select a color": "Select a color",
     "Select a group": "Select a group",
     "Select a group type": "Select a group type",
@@ -4626,7 +4647,9 @@
     "Today": "Today",
     "Toggle columns": "Toggle columns",
     "Toggle navigation menu": "Toggle navigation menu",
+    "Toggle password visibility": "Toggle password visibility",
     "Toggle plan": "Toggle plan",
+    "Toggle Sidebar": "Toggle Sidebar",
     "Toggle theme": "Toggle theme",
     "Token": "Token",
     "token + audit": "token + audit",
diff --git a/web/default/src/i18n/locales/fr.json b/web/default/src/i18n/locales/fr.json
index 2c385fa..f3fd59e 100644
--- a/web/default/src/i18n/locales/fr.json
+++ b/web/default/src/i18n/locales/fr.json
@@ -23,6 +23,7 @@
     "{\"original-model\": \"replacement-model\"}": "{\"original-model\": \"replacement-model\"}",
     "{{category}} Models": "Modèles {{category}}",
     "{{completed}}/{{total}} completed": "{{completed}}/{{total}} terminé(s)",
+    "{{count}} {{entity}} selected. Bulk actions toolbar is available.": "{{count}} {{entity}} sélectionné(s). La barre d’actions groupées est disponible.",
     "{{count}} channel(s) deleted": "{{count}} canal(canaux) supprimé(s)",
     "{{count}} channel(s) disabled": "{{count}} canal(canaux) désactivé(s)",
     "{{count}} channel(s) enabled": "{{count}} canal(canaux) activé(s)",
@@ -38,10 +39,12 @@
     "{{count}} IP(s)": "{{count}} IP",
     "{{count}} log entries removed.": "{{count}} entrées de journal supprimées.",
     "{{count}} minutes ago": "il y a {{count}} minutes",
+    "{{count}} model(s)": "{{count}} modèle(s)",
     "{{count}} models": "{{count}} modèles",
     "{{count}} months ago": "il y a {{count}} mois",
     "{{count}} more": "{{count}} de plus",
     "{{count}} override": "{{count}} remplacement",
+    "{{count}} selected": "{{count}} sélectionné(s)",
     "{{count}} selected targets available for bulk copy.": "{{count}} cibles sélectionnées disponibles pour la copie en lot.",
     "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
     "{{count}} tiers": "{{count}} paliers",
@@ -49,6 +52,7 @@
     "{{count}} weeks ago": "il y a {{count}} semaines",
     "{{field}} updated to {{value}}": "{{field}} mis à jour en {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} mis à jour en {{value}} pour le tag : {{tag}}",
+    "{{item}} option preview": "Aperçu de l’option {{item}}",
     "{{modality}} not supported": "{{modality}} non pris en charge",
     "{{modality}} supported": "{{modality}} pris en charge",
     "{{n}} model(s) selected": "{{n}} modèle(s) sélectionné(s)",
@@ -60,6 +64,7 @@
     "{{routeContext}} groups must not be empty": "Les groupes {{routeContext}} ne doivent pas être vides",
     "{{routeContext}} groups must not exceed 64 entries": "Les groupes {{routeContext}} ne doivent pas dépasser 64 entrées",
     "{{success}} succeeded, {{failed}} failed": "{{success}} réussis, {{failed}} échoués",
+    "{{title}} usage: {{percent}}%": "Utilisation de {{title}} : {{percent}} %",
     "{{value}}ms": "{{value}} ms",
     "{{value}}s": "{{value}} s",
     "@lobehub/icons key": "@lobehub/icons clé",
@@ -103,6 +108,7 @@
     "24 hours ago": "Il y a 24 heures",
     "29 Days": "29 jours",
     "3. Enter your Gotify server URL and token above": "3. Saisissez l'URL de votre serveur Gotify et le jeton ci-dessus",
+    "30 day uptime {{percent}}%": "Disponibilité sur 30 jours : {{percent}} %",
     "30 Days": "30 jours",
     "30 days ago": "Il y a 30 jours",
     "30d change": "Variation 30 j",
@@ -113,7 +119,7 @@
     "7 days ago": "Il y a 7 jours",
     "80,443,8080": "80,443,8080",
     "A billing multiplier. Lower ratios mean lower API call costs.": "Un multiplicateur de facturation. Plus le ratio est faible, plus le coût des appels API est bas.",
-    "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
+    "A focused home for Agent keys, model access, balance, routing, and service health.": "Un espace centralisé pour les clés Agent, l’accès aux modèles, le solde, le routage et l’état du service.",
     "A focused home for keys, balance, routing, and service health.": "Un accueil dédié aux clés, au solde, au routage et à l'état du service.",
     "A governance layer between demand and model supply": "Une couche de gouvernance entre la demande et l offre de modèles",
     "A live control layer for high-volume AI operations": "Une couche de contrôle en direct pour les opérations IA à fort volume",
@@ -173,7 +179,7 @@
     "Add Announcement": "Ajouter une annonce",
     "Add API": "Ajouter une API",
     "Add API Shortcut": "Ajouter un raccourci API",
-    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
+    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Ajoutez des clés de fournisseurs autorisées, des catalogues et correspondances de modèles, des chemins personnalisés, des protocoles de tâches et des groupes de canaux.",
     "Add authorized upstream keys, compatible API bases, model mappings, custom task paths, and provider groups.": "Ajoutez des clés amont autorisées, bases API compatibles, mappages de modèles, chemins de tâches personnalisés et groupes de fournisseurs.",
     "Add auto group": "Ajouter un groupe automatique",
     "Add auto route": "Ajouter une route auto",
@@ -271,8 +277,8 @@
     "agent governance category suffix": " categories",
     "Agent ID *": "ID d'agent *",
     "Agent key configured": "Agent key configured",
-    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-    "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
+    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Portées des jetons Agent, accès aux modèles, visibilité d’audit, conservation et contrôles administrateur.",
+    "Agent tokens, traces, and workload cost": "Jetons Agent, traces et coût des charges de travail",
     "Agent workflow": "Flux Agent",
     "AgentOps": "Opérations Agent",
     "AgentOps boundary": "AgentOps boundary",
@@ -300,18 +306,18 @@
     "AI gateway · AgentOps": "AI gateway · AgentOps",
     "AI gateway and AgentOps control plane": "Passerelle IA et plan de contrôle AgentOps",
     "AI governance operations plane": "AI governance operations plane",
-    "AI model and Agent governance": "AI model and Agent governance",
-    "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
+    "AI model and Agent governance": "Gouvernance des modèles d’IA et des Agents",
+    "AI model and Agent governance infrastructure": "Infrastructure de gouvernance des modèles d’IA et des Agents",
     "AI model asset governance": "AI model asset governance",
     "AI model governance · AgentOps": "AI model governance · AgentOps",
     "AI model governance · AgentOps · Application infrastructure": "AI model governance · AgentOps · Application infrastructure",
-    "AI model governance and AgentOps console": "AI model governance and AgentOps console",
+    "AI model governance and AgentOps console": "Console de gouvernance des modèles d’IA et d’AgentOps",
     "AI model routing, billing, and AgentOps control plane": "Plan de contrôle pour routage de modèles IA, facturation et AgentOps",
     "AI model testing environment": "Environnement de test de modèle IA",
     "AI models": "Modèles d'IA",
     "AI Models · Agents governance": "AI Models · Agents governance",
-    "AI Models and Agents governance console": "AI Models and Agents governance console",
-    "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
+    "AI Models and Agents governance console": "Console de gouvernance des modèles d’IA et des Agents",
+    "AI Models and Agents governance infrastructure": "Infrastructure de gouvernance des modèles d’IA et des Agents",
     "AI models supported": "Modèles d'IA pris en charge",
     "AI products now sit on top of many model platforms, Agent workflows, user systems, billing rules, and security expectations. MAX API turns those moving parts into one operational layer instead of repeated glue code.": "Les produits IA reposent désormais sur de nombreuses plateformes de modèles, des workflows Agent, des systèmes utilisateurs, des règles de facturation et des attentes de sécurité. MAX API transforme ces pièces mobiles en une couche opérationnelle plutôt qu en code de liaison répété.",
     "AI Proxy": "AI Proxy",
@@ -591,7 +597,7 @@
     "AWS": "AWS",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude Compat",
     "AWS Key Format": "Format de clé AWS",
-    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
+    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, plateformes nationales et API compatibles OpenAI.",
     "Azure": "Azure",
     "AZURE_OPENAI_ENDPOINT *": "AZURE_OPENAI_ENDPOINT *",
     "Back": "Retour",
@@ -659,6 +665,7 @@
     "Billing": "Facturation",
     "Billing & Payment": "Facturation et paiement",
     "Billing and cost audit": "Facturation et audit des coûts",
+    "Billing and group ratios are calculated from the real group that handles the request.": "La facturation et les ratios de groupe sont calculés à partir du groupe réel qui traite la requête.",
     "Billing currency": "Devise de facturation",
     "Billing Details": "Détails de facturation",
     "Billing governance": "Gouvernance de la facturation",
@@ -667,7 +674,6 @@
     "Billing Mode": "Mode de facturation",
     "Billing Process": "Processus de facturation",
     "Billing Source": "Source de facturation",
-    "Billing and group ratios are calculated from the real group that handles the request.": "La facturation et les ratios de groupe sont calculés à partir du groupe réel qui traite la requête.",
     "billing-aware model rules": "règles de modèles compatibles avec la facturation",
     "billing-aware models": "modèles compatibles avec la facturation",
     "Bind": "Lier",
@@ -701,6 +707,7 @@
     "Bound product:": "Produit associé :",
     "Bound store:": "Boutique associée :",
     "Boundary control": "Boundary control",
+    "Breadcrumb": "Fil d’Ariane",
     "Bring channels back online after successful checks": "Remettre les canaux en ligne après des vérifications réussies",
     "Browse and compare": "Parcourir et comparer",
     "Browse available models and pricing": "Parcourir les modèles disponibles et les tarifs",
@@ -710,16 +717,17 @@
     "Budget Tokens Ratio": "Ratio de jetons budgétaires",
     "Budgets": "Budgets",
     "Build on your API gateway in minutes": "Construisez sur votre passerelle API en quelques minutes",
-    "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-    "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
+    "Build the governance layer between apps, Agents, and models": "Construire la couche de gouvernance entre les applications, les Agents et les modèles",
+    "Build the governance layer for AI models and Agents": "Construire la couche de gouvernance des modèles d’IA et des Agents",
     "Build with the MAX API Next community": "Construire avec la communauté MAX API Next",
     "Built by the MAX API Next community": "Construit par la communauté MAX API Next",
-    "Built for AI model and Agent governance": "Built for AI model and Agent governance",
+    "Built for AI model and Agent governance": "Conçu pour la gouvernance des modèles d’IA et des Agents",
     "Built for developers,": "Conçu pour les développeurs,",
-    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
+    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Conçu pour les équipes qui exploitent des applications d’IA sur des plateformes de modèles nationales, des fournisseurs internationaux et des charges Agent : accès unifié aux modèles, routage, facturation, observabilité et audit limité aux administrateurs dans une couche de gouvernance déployable.",
     "Built-in": "Intégré",
     "Built-in Device": "Appareil intégré",
     "Built-in: phone fingerprint/face, or Windows Hello; External: USB security key": "Intégré : empreinte digitale/visage du téléphone, ou Windows Hello ; Externe : clé de sécurité USB",
+    "Bulk actions for {{count}} selected {{entity}}": "Actions groupées pour {{count}} {{entity}} sélectionné(s)",
     "by": "par",
     "By category": "Par catégorie",
     "By clicking sign in, you agree to our": "En cliquant sur Connexion, vous acceptez",
@@ -810,7 +818,7 @@
     "Channels": "Canaux",
     "Channels and protocol templates": "Canaux et modèles de protocole",
     "Channels deleted successfully": "Canaux supprimés avec succès",
-    "Channels, mappings, and model scope": "Channels, mappings, and model scope",
+    "Channels, mappings, and model scope": "Canaux, correspondances et périmètre des modèles",
     "Character chat, storytelling, persona": "Discussion de personnages, narration, persona",
     "Chart Preferences": "Préférences des graphiques",
     "Chart Settings": "Paramètres du graphique",
@@ -1154,7 +1162,7 @@
     "Core pricing": "Tarification principale",
     "Cost": "Coût",
     "Cost and quota engine": "Moteur de coûts et de quotas",
-    "Cost and quota governance": "Cost and quota governance",
+    "Cost and quota governance": "Gouvernance des coûts et des quotas",
     "Cost audit": "Audit des coûts",
     "Cost control": "Cost control",
     "Cost governance": "Cost governance",
@@ -1172,7 +1180,7 @@
     "Create a copy of:": "Créer une copie de :",
     "Create a key for your app or service": "Créer une clé pour votre application ou service",
     "Create a new user group to configure ratio overrides for.": "Créer un nouveau groupe d'utilisateurs pour configurer les remplacements de ratio.",
-    "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
+    "Create a scoped key for your app, Agent, or workflow": "Créer une clé à portée limitée pour votre application, Agent ou workflow",
     "Create account": "Créer un compte",
     "Create an account": "Créer un compte",
     "Create an API key to unlock the real request": "Créez une clé API pour débloquer la requête réelle",
@@ -1198,7 +1206,7 @@
     "Create request parameter override rules with a visual editor or raw JSON.": "Créer des règles de substitution de paramètres avec l'éditeur visuel ou le JSON brut.",
     "Create request parameter override rules without editing raw JSON.": "Créez des règles de remplacement des paramètres de requête sans modifier le JSON brut.",
     "Create reusable bundles of models, tags, endpoints, and user groups to speed up configuration elsewhere in the console.": "Créez des ensembles réutilisables de modèles, de balises, de points de terminaison et de groupes d'utilisateurs pour accélérer la configuration ailleurs dans la console.",
-    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
+    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Créez des jetons d’accès à portée limitée pour les utilisateurs, applications, Agents et workflows, puis définissez les limites de modèles, quotas, groupes, limites de requêtes et règles d’audit.",
     "Create succeeded": "Création réussie",
     "Create user and Agent tokens, assign groups, restrict models, set quotas, and define request limits.": "Créez des jetons utilisateur et Agent, assignez des groupes, limitez les modèles, définissez les quotas et les limites de requêtes.",
     "Create Vendor": "Créer un fournisseur",
@@ -1287,6 +1295,7 @@
     "Day of month": "Jour du mois",
     "days": "jours",
     "Days to Retain": "Jours à conserver",
+    "Decrement": "Diminuer",
     "Deducted by subscription": "Déduit par abonnement",
     "DeepSeek": "DeepSeek",
     "default": "par défaut",
@@ -1344,6 +1353,7 @@
     "Delete Models?": "Supprimer les modèles ?",
     "Delete Provider": "Supprimer le fournisseur",
     "Delete Request Header": "Supprimer un en-tête de requête",
+    "Delete row": "Supprimer la ligne",
     "Delete selected API keys": "Supprimer les clés API sélectionnées",
     "Delete selected channels": "Supprimer les canaux sélectionnés",
     "Delete selected models": "Supprimer les modèles sélectionnés",
@@ -1377,7 +1387,7 @@
     "Description is required": "La description est requise",
     "Designed and Developed by": "Conçu et développé par",
     "designed for scale": "conçu pour la scalabilité",
-    "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
+    "Designed for the continuous operation of AI models and Agents": "Conçu pour l’exploitation continue des modèles d’IA et des Agents",
     "Destination path or URL.": "Chemin ou URL de destination.",
     "Destroyed": "Détruit",
     "Detailed request logs for investigations.": "Journaux détaillés des requêtes pour les enquêtes.",
@@ -1545,6 +1555,7 @@
     "Edit chat preset": "Modifier le préréglage de chat",
     "Edit discount tier": "Modifier le palier de remise",
     "Edit FAQ": "Modifier la FAQ",
+    "Edit group": "Modifier le groupe",
     "Edit group rate limit": "Modifier la limite de taux de groupe",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Modifier l'objet JSON directement. Adapté aux substitutions de paramètres simples.",
     "Edit JSON text directly. Format will be validated on save.": "Modifier le texte JSON directement. Le format sera validé à l'enregistrement.",
@@ -1582,6 +1593,7 @@
     "Enable": "Activer",
     "Enable 2FA": "Activer 2FA",
     "Enable All": "Tout activer",
+    "Enable and price audio input before configuring audio output.": "Activez et tarifez l’entrée audio avant de configurer la sortie audio.",
     "Enable check-in feature": "Activer la fonction de connexion",
     "Enable Data Dashboard": "Activer le tableau de bord des données",
     "Enable demo mode with limited functionality": "Activer le mode démo avec des fonctionnalités limitées",
@@ -1694,7 +1706,6 @@
     "Enter tag name (optional)": "Saisir le nom du tag (facultatif)",
     "Enter the 6-digit code from your authenticator app": "Saisir le code à 6 chiffres de votre application d'authentification",
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Saisir le mot de passe à usage unique basé sur le temps à 6 chiffres ou le code de secours à 8 caractères de votre application d'authentification.",
-    "Enter your account password to confirm this sensitive action.": "Saisissez le mot de passe de votre compte pour confirmer cette action sensible.",
     "Enter the complete URL, supports": "Saisir l'URL complète, prend en charge",
     "Enter the Coze agent ID": "Saisir l'ID de l'agent Coze",
     "Enter the full URL of your Gotify server": "Saisir l'URL complète de votre serveur Gotify",
@@ -1709,6 +1720,7 @@
     "Enter username": "Saisir le nom d'utilisateur",
     "Enter verification code": "Saisir le code de vérification",
     "Enter webhook secret": "Saisir le secret du webhook",
+    "Enter your account password to confirm this sensitive action.": "Saisissez le mot de passe de votre compte pour confirmer cette action sensible.",
     "Enter your authenticator code or a backup code": "Saisir votre code d'authentification ou un code de secours",
     "Enter your email": "Saisir votre e-mail",
     "Enter your redemption code": "Saisir votre code de rachat",
@@ -1774,11 +1786,11 @@
     "expression + rate-card": "expression + grille tarifaire",
     "Expression based": "Basé sur une expression",
     "Expression billing": "Facturation par expression",
-    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
+    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Les coefficients d’expression sont des prix en USD par million de jetons. Utilisez len pour les paliers de longueur de contexte et tier(name, value) pour nommer le palier appliqué.",
     "Expression editor": "Éditeur d’expression",
     "Expression error": "Erreur d’expression",
     "Expression pricing": "Tarification par expression",
-    "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
+    "Expression pricing for token models and rate-cards for async video tasks.": "Tarification par expression pour les modèles à jetons et grilles tarifaires pour les tâches vidéo asynchrones.",
     "Expressions and task rate-cards": "Expressions et grilles tarifaires de tâches",
     "Extend": "Prolonger",
     "Extend deployment": "Prolonger le déploiement",
@@ -1888,7 +1900,7 @@
     "Failed to save announcements": "Échec de la sauvegarde des annonces",
     "Failed to save API info": "Échec de l'enregistrement des informations API",
     "Failed to save FAQ": "Échec de la sauvegarde de la FAQ",
-    "Failed to save tiered billing config": "Failed to save tiered billing config",
+    "Failed to save tiered billing config": "Échec de l’enregistrement de la configuration de facturation par paliers",
     "Failed to save Uptime Kuma groups": "Échec de la sauvegarde des groupes Uptime Kuma",
     "Failed to search API keys": "Échec de la recherche des Clés API",
     "Failed to search redemption codes": "Échec de la recherche des codes d'échange",
@@ -2053,8 +2065,8 @@
     "Free: {{free}} / Total: {{total}}": "Disponible : {{free}} / Total : {{total}}",
     "Friendly name to identify this channel": "Nom convivial pour identifier ce canal",
     "From Address": "De l'adresse",
-    "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-    "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
+    "From AI model access to Agent lifecycle governance": "De l’accès aux modèles d’IA à la gouvernance du cycle de vie des Agents",
+    "From AI model access to AI Agent governance": "De l’accès aux modèles d’IA à la gouvernance des Agents IA",
     "From IO.NET deployment": "Depuis le déploiement IO.NET",
     "From model invocation to continuous governance": "De l invocation de modèles à la gouvernance continue",
     "From model redirect, not yet added to models list": "Depuis la redirection du modèle, pas encore ajouté à la liste des modèles",
@@ -2114,6 +2126,7 @@
     "Go to io.net API Keys": "Accéder aux clés API io.net",
     "Go to last page": "Aller à la dernière page",
     "Go to next page": "Aller à la page suivante",
+    "Go to page {{page}}": "Aller à la page {{page}}",
     "Go to previous page": "Aller à la page précédente",
     "Go to settings": "Aller aux paramètres",
     "Go to Settings": "Aller aux paramètres",
@@ -2122,10 +2135,10 @@
     "Gotify Application Token": "Jeton d'application Gotify",
     "Gotify Documentation": "Documentation Gotify",
     "Gotify Server URL": "URL du serveur Gotify",
-    "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-    "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-    "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
+    "Govern AI Models, Agents, cost audit, and boundary controls": "Gouverner les modèles d’IA, les Agents, l’audit des coûts et les contrôles de périmètre",
+    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Gouvernez les modèles d’IA, les Agents, les coûts et les périmètres d’audit dans une même couche de service.",
+    "Govern upstream providers, model mappings, and routing.": "Gouvernez les fournisseurs amont, les correspondances de modèles et le routage.",
+    "Govern users, Agents, and tokens": "Gouverner les utilisateurs, les Agents et les jetons",
     "Governance": "Gouvernance",
     "governance domains": "domaines de gouvernance",
     "Governance fabric online": "Tissu de gouvernance en ligne",
@@ -2312,6 +2325,7 @@
     "Incoming path must not include query": "Le chemin entrant ne doit pas inclure de query",
     "Incoming path must start with /": "Le chemin entrant doit commencer par /",
     "Incomplete": "Incomplet",
+    "Increment": "Augmenter",
     "Index": "Index",
     "Ingress": "Entrée",
     "Initial quota given to new users": "Quota initial donné aux nouveaux utilisateurs",
@@ -2329,7 +2343,7 @@
     "Input/output content logging can store sensitive user data. Keep it disabled unless your compliance policy allows it.": "La journalisation du contenu d'entrée/sortie peut stocker des données utilisateur sensibles. Gardez-la désactivée sauf si votre politique de conformité l'autorise.",
     "Inset": "Encastré",
     "Inspect requests, errors, and billing details": "Inspecter les requêtes, les erreurs et les détails de facturation",
-    "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
+    "Inspect requests, errors, billing, and audit details": "Inspecter les requêtes, erreurs, facturations et détails d’audit",
     "Inspect user prompts": "Inspecter les invites utilisateur",
     "Instance": "Instance",
     "Instance deleted": "Instance supprimée",
@@ -2388,8 +2402,8 @@
     "IP Whitelist (supports CIDR)": "Liste blanche IP (supporte CIDR)",
     "is less than the configured maximum cache size": "est inférieur à la taille maximale du cache configurée",
     "is the default price; ": "est le prix par défaut ; ",
-    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-    "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
+    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Émettez des clés API à portée limitée pour les Agents et workflows, puis gouvernez l’accès aux modèles, les quotas, l’attribution des coûts, les traces de requêtes et la visibilité d’audit.",
+    "Issue scoped keys for apps, Agents, and workflows": "Émettre des clés à portée limitée pour les applications, Agents et workflows",
     "Issue scoped tokens for Agents and workflows with model limits, quotas, traceability, and audit visibility.": "Émettez des jetons à portée limitée pour Agents et workflows avec limites de modèles, quotas, traçabilité et visibilité d’audit.",
     "It seems like the page you're looking for": "Il semble que la page que vous recherchez",
     "Items": "Éléments",
@@ -2420,12 +2434,12 @@
     "Keep channel health, cost audit, task state, logs, admin visibility, and private deployment boundaries explicit over time.": "Gardez explicites dans le temps la santé des canaux, l audit des coûts, l état des tâches, les logs, la visibilité administrateur et les frontières de déploiement privé.",
     "Keep enabled if you need to proxy requests for different upstream accounts.": "Gardez activé si vous devez proxifier les requêtes pour différents comptes en amont.",
     "Keep enough balance before production traffic": "Gardez un solde suffisant avant le trafic de production",
-    "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
+    "Keep enough quota before production or Agent traffic": "Conserver un quota suffisant avant le trafic de production ou des Agents",
     "Keep governance ready": "Keep governance ready",
     "Keep keys, users, organizations, groups, model scope, request logs, admin access, retention choices, and operational policy inside an infrastructure layer your team controls.": "Gardez les clés, utilisateurs, organisations, groupes, périmètres de modèles, logs de requêtes, accès administrateur, choix de rétention et politiques opérationnelles dans une couche d infrastructure contrôlée par votre équipe.",
     "Keep original value": "Conserver la valeur originale",
     "Keep original value (skip if target exists)": "Conserver la valeur originale (ignorer si la cible existe)",
-    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
+    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Réservez la journalisation sensible des requêtes et réponses aux contrôles administrateur, avec des décisions explicites de conservation et des limites de conformité propres au déploiement.",
     "Keep sensitive request logging, response visibility, retention choices, and admin review inside clear boundaries.": "Gardez la journalisation sensible, la visibilité des réponses, les choix de conservation et la revue administrateur dans des limites claires.",
     "Keep the platform ready": "Gardez la plateforme prête",
     "Keep this above 1 minute to avoid heavy database load": "Gardez cette valeur au-dessus de 1 minute pour éviter une charge excessive de la base de données",
@@ -2562,7 +2576,7 @@
     "m": "m",
     "Maintenance": "Maintenance",
     "Make it easier for teammates to pick the right group.": "Faciliter le choix du bon groupe pour les coéquipiers.",
-    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
+    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Rendez visibles et auditables les prix des modèles, l’utilisation des jetons, les coûts des tâches asynchrones, les remboursements et l’attribution des coûts Agent.",
     "Manage": "Gestion",
     "Manage account bindings for this user": "Gérer les liaisons de compte pour cet utilisateur",
     "Manage Bindings": "Gérer les liaisons",
@@ -2575,7 +2589,7 @@
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "Gérer les fichiers journaux du serveur. Les fichiers journaux s'accumulent au fil du temps ; un nettoyage régulier est recommandé.",
     "Manage subscription plans and pricing.": "Gérer les plans d'abonnement et les tarifs.",
     "Manage Subscriptions": "Gérer les abonnements",
-    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
+    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Gérez les règles de facturation par paliers dans un document JSON unique. L’enregistrement met à jour atomiquement le mode de facturation et l’expression de facturation.",
     "Manage Vendors": "Gérer les fournisseurs",
     "Manage your LinuxDO OAuth app": "Gérer votre application OAuth LinuxDO",
     "Manage your security settings and account access": "Gérer vos paramètres de sécurité et l'accès à votre compte",
@@ -2608,7 +2622,7 @@
     "MAX API does not replace model vendors or Agent orchestration frameworks. It gives production AI systems a stable infrastructure layer for access, policy, cost, observability, and operational control.": "MAX API ne remplace ni les fournisseurs de modèles ni les frameworks d orchestration d Agents. Il donne aux systèmes IA en production une couche d infrastructure stable pour l accès, les politiques, les coûts, l observabilité et le contrôle opérationnel.",
     "MAX API governance layer": "Couche de gouvernance MAX API",
     "MAX API is not only a proxy. It is the layer where model access, Agent boundaries, routing resilience, settlement, configuration quality, async tasks, logs, and private deployment rules are made explicit.": "MAX API n est pas seulement un proxy. C est la couche où l accès aux modèles, les frontières Agent, la résilience du routage, le règlement, la qualité de configuration, les tâches asynchrones, les logs et les règles de déploiement privé deviennent explicites.",
-    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
+    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API est la couche de service qui gouverne les modèles d’IA et les Agents, tout en s’adaptant à l’évolution des plateformes, des règles tarifaires et des charges Agent.",
     "MAX API Project Repository:": "Dépôt du projet MAX API :",
     "Max Disk Cache Size (MB)": "Taille max du cache disque (Mo)",
     "Max Entries": "Entrées max",
@@ -2680,13 +2694,13 @@
     "Model access": "Accès aux modèles",
     "Model Access": "Accès au modèle",
     "Model access fabric": "Maillage d'accès aux modèles",
-    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
+    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Accès aux modèles, jetons Agent, règles de facturation, périmètre d’audit et état des services amont",
     "Model Analytics": "Analyse des modèles",
     "model and platform ecosystems": "écosystèmes de modèles et plateformes",
     "model billing support": "prise en charge de la facturation des modèles",
     "Model Call Analytics": "Analyse des appels de modèles",
-    "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
+    "Model catalogs, mappings, API changes, pricing, and task protocols.": "Catalogues et correspondances de modèles, évolutions d’API, tarification et protocoles de tâches.",
+    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Catalogues de modèles, canaux fournisseurs, correspondances, autorisations, tarification et protocoles de tâches.",
     "Model context usage": "Utilisation du contexte du modèle",
     "Model deleted": "Modèle supprimé",
     "Model deleted successfully": "Modèle supprimé avec succès",
@@ -2722,9 +2736,9 @@
     "Model Price Not Configured": "Prix du modèle non configuré",
     "Model prices": "Prix des modèles",
     "Model prices reset successfully": "Prix des modèles réinitialisés avec succès",
-    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
+    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Les prix des modèles, expressions de facturation, JSON par paliers et grilles tarifaires des tâches sont maintenus à mesure que les tarifs amont évoluent.",
     "Model Pricing": "Tarification des modèles",
-    "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
+    "model pricing entries, expressions, and rate-card rules": "entrées de tarification des modèles, expressions et règles de grille tarifaire",
     "Model pull failed: {{msg}}": "Échec du téléchargement du modèle : {{msg}}",
     "Model ratio": "Ratio modèle",
     "Model ratios": "Ratios de modèle",
@@ -2779,6 +2793,7 @@
     "More Apps": "Plus",
     "More compatible APIs": "More compatible APIs",
     "more mapping": "plus de mappage",
+    "More pages": "Plus de pages",
     "More templates...": "Autres modèles…",
     "More than 999 days left": "Plus de 999 jours restants",
     "More...": "Plus...",
@@ -2867,6 +2882,7 @@
     "Next branch": "Branche suivante",
     "Next page": "Page suivante",
     "Next reset": "Prochaine réinitialisation",
+    "Next slide": "Diapositive suivante",
     "No": "Non",
     "No About Content Set": "Aucun contenu « À propos » défini",
     "No Active": "Aucun actif",
@@ -3030,7 +3046,7 @@
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "Les récompenses d’invitation non nulles nécessitent une confirmation de conformité dans les paramètres de la passerelle de paiement.",
     "None": "Aucun",
     "noreply@example.com": "noreply@example.com",
-    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
+    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalisez les protocoles OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime et les protocoles vidéo non standard configurables.",
     "Normalize OpenAI-compatible chat, Responses, Claude Messages, Gemini, realtime, and async media tasks.": "Normalisez le chat compatible OpenAI, Responses, Claude Messages, Gemini, le temps réel et les tâches média asynchrones.",
     "Normalize submit paths, query paths, task IDs, progress fields, status mapping, error extraction, proxied results, and task-specific pricing for video and other long-running AI jobs.": "Normalise les chemins de soumission, de requête, les ID de tâches, champs de progression, mappings de statut, extraction d erreurs, résultats proxyfiés et tarifs par tâche pour la vidéo et les autres jobs IA longs.",
     "Normalized:": "Normalisé :",
@@ -3067,7 +3083,7 @@
     "Object Prune Rules": "Règles de nettoyage d'objets",
     "Observability": "Observabilité",
     "Observe billing and audit": "Observer facturation et audit",
-    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
+    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observez l’utilisation des modèles, le coût Agent, la latence, les erreurs, les nouvelles tentatives, l’état des tâches asynchrones et les périmètres d’audit administrateur.",
     "Obtain the API key, merchant ID, and RSA key pair from the Waffo dashboard, and configure the callback URL.": "Obtenez la clé API, l'ID du commerçant et la paire de clés RSA depuis le tableau de bord Waffo, et configurez l'URL de rappel.",
     "Obtain the merchant, store, product and signing keys from your Waffo dashboard. Webhook URL: <ServerAddress>/api/waffo-pancake/webhook": "Obtenez l'ID marchand, le magasin, le produit et les clés de signature dans le tableau de bord Waffo. URL du Webhook : <ServerAddress>/api/waffo-pancake/webhook",
     "Ocean Breeze": "Brise océane",
@@ -3163,7 +3179,7 @@
     "OpenRouter": "OpenRouter",
     "opens in an external client. Trigger it from the sidebar or API key actions to launch the configured application.": "s'ouvre dans un client externe. Déclenchez-le depuis la barre latérale ou les actions de clé API pour lancer l'application configurée.",
     "Operate AI and Agent workloads": "Exploiter les charges IA et Agent",
-    "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
+    "Operate AI model access, Agent workloads, billing, and audit": "Exploiter l’accès aux modèles d’IA, les charges Agent, la facturation et l’audit",
     "Operating lifecycle": "Operating lifecycle",
     "Operation": "Opération",
     "operation and charging behavior": "exploitation et facturation",
@@ -3227,6 +3243,7 @@
     "Overwritten": "Écrasé",
     "Page": "Page",
     "Page {{current}} of {{total}}": "Page {{current}} sur {{total}}",
+    "Pagination": "Pagination",
     "PaLM": "PaLM",
     "Pan": "Panoramique",
     "Pancake": "Pancake",
@@ -3376,7 +3393,6 @@
     "Please confirm that you understand the consequences": "Veuillez confirmer que vous comprenez les conséquences",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Veuillez activer le service de déploiement de modèles io.net et configurer une clé API dans les Paramètres système.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Veuillez activer l'authentification à deux facteurs ou une Passkey avant de continuer",
-    "Please enter your password": "Veuillez saisir votre mot de passe",
     "Please enter a name": "Veuillez saisir un nom",
     "Please enter a new password": "Veuillez saisir un nouveau mot de passe",
     "Please enter a redemption code": "Veuillez saisir un code de rédemption",
@@ -3398,6 +3414,7 @@
     "Please enter your current password": "Veuillez saisir votre mot de passe actuel",
     "Please enter your email": "Veuillez saisir votre adresse e-mail",
     "Please enter your email first": "Veuillez saisir votre email en premier",
+    "Please enter your password": "Veuillez saisir votre mot de passe",
     "Please enter your verification code": "Veuillez saisir votre code de vérification",
     "Please enter your verification code or backup code": "Veuillez saisir votre code de vérification ou votre code de secours",
     "Please fix JSON errors before saving": "Veuillez corriger les erreurs JSON avant d’enregistrer",
@@ -3481,6 +3498,7 @@
     "Previous": "Précédent",
     "Previous branch": "Branche précédente",
     "Previous page": "Page précédente",
+    "Previous slide": "Diapositive précédente",
     "Price": "Prix",
     "Price ($/1K calls)": "Prix ($/1K appels)",
     "Price (local currency / USD)": "Prix (devise locale / USD)",
@@ -3508,7 +3526,7 @@
     "Pricing groups": "Groupes tarifaires",
     "Pricing mode": "Mode de tarification",
     "Pricing Ratios": "Ratios de tarification",
-    "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
+    "pricing rule base and rate-card governance": "base de règles tarifaires et gouvernance des grilles tarifaires",
     "Pricing Type": "Type de tarification",
     "Primary Model": "Modèle principal",
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "Priorise la réutilisation du dernier canal ayant réussi, basé sur les clés extraites du contexte de la requête (routage persistant)",
@@ -3604,13 +3622,13 @@
     "Quota ({{currency}})": "Quota ({{currency}})",
     "quota + refund": "quota + refund",
     "Quota adjusted successfully": "Quota ajusté avec succès",
-    "Quota must be a safe integer within the supported range": "Le quota doit être un entier sûr dans la plage prise en charge",
     "Quota consumed before charging users": "Quota consommé avant de facturer les utilisateurs",
     "Quota Distribution": "Distribution des quotas",
     "Quota given to invited users": "Quota attribué aux utilisateurs invités",
     "Quota given to users who invite others": "Quota attribué aux utilisateurs qui invitent d'autres personnes",
     "Quota limits": "Limites de quota",
     "Quota must be a positive number": "Le quota doit être un nombre positif",
+    "Quota must be a safe integer within the supported range": "Le quota doit être un entier sûr dans la plage prise en charge",
     "Quota must be zero or greater": "Le quota ne peut pas être négatif",
     "Quota Per Unit": "Quota par unité",
     "Quota reminder (tokens)": "Rappel de quota (jetons)",
@@ -3647,7 +3665,7 @@
     "Re-enable on success": "Réactiver en cas de succès",
     "Re-login": "Se reconnecter",
     "Readable cost governance": "Readable cost governance",
-    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
+    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Tarification lisible des modèles, flux de quotas, grilles tarifaires des tâches, remboursements et attribution de l’utilisation.",
     "Ready": "Prêt",
     "Ready to initialize": "Prêt à initialiser",
     "Ready to simplify": "Prêt à simplifier",
@@ -3752,6 +3770,7 @@
     "Remove rule group": "Supprimer le groupe de règles",
     "Remove string prefix": "Supprimer le préfixe de la chaîne",
     "Remove string suffix": "Supprimer le suffixe de la chaîne",
+    "Remove tag": "Supprimer l’étiquette",
     "Remove the target field": "Supprimer le champ cible",
     "Remove tier": "Supprimer le palier",
     "Removed": "Supprimé",
@@ -3892,7 +3911,7 @@
     "Reveal key": "Révéler la clé",
     "Revenue": "Revenu",
     "Review & initialize": "Vérifier et initialiser",
-    "Review model prices and task rate-cards": "Review model prices and task rate-cards",
+    "Review model prices and task rate-cards": "Examiner les prix des modèles et les grilles tarifaires des tâches",
     "Review model rates before scaling traffic": "Consulter les tarifs des modèles avant d'augmenter le trafic",
     "Review quota settlement, model prices, async task states, latency, errors, request logs, and admin-only audit data.": "Consultez le règlement des quotas, prix des modèles, états des tâches asynchrones, latence, erreurs, journaux de requêtes et données d’audit réservées aux administrateurs.",
     "Review your payment details": "Vérifier vos détails de paiement",
@@ -3908,7 +3927,7 @@
     "Route active": "Route active",
     "Route applications through one access layer for OpenAI-compatible APIs, Responses, Claude Messages, Gemini, Azure, Bedrock, Vertex, Ollama, embeddings, rerank, images, audio, realtime, and model discovery.": "Faites passer les applications par une couche d accès unique pour les API compatibles OpenAI, Responses, Claude Messages, Gemini, Azure, Bedrock, Vertex, Ollama, embeddings, rerank, images, audio, temps réel et découverte de modèles.",
     "Route by group, weight, model, channel state, retries, pre-charge policy, and operational limits.": "Routez selon groupe, poids, modèle, état du canal, reprises, politique de pré-débit et limites opérationnelles.",
-    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
+    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Routez selon le modèle, le groupe, le poids, l’état du canal et la stratégie d’échec, avec nouvelles tentatives, préfacturation, remboursements, limites et visibilité opérationnelle.",
     "Route Description": "Description de la route",
     "Route every request through policy": "Router chaque requête par la politique",
     "Route group order": "Ordre des groupes de la route",
@@ -3921,7 +3940,7 @@
     "Routes": "Routes",
     "Routing": "Routage",
     "Routing & Overrides": "Routage et surcharges",
-    "Routing and reliability governance": "Routing and reliability governance",
+    "Routing and reliability governance": "Gouvernance du routage et de la fiabilité",
     "Routing fabric": "Maillage de routage",
     "Routing matrix": "Matrice de routage",
     "Routing policy": "Routing policy",
@@ -4012,11 +4031,12 @@
     "Scheduled full test": "Test complet planifié",
     "Scheduled full test probes non-manually-disabled channels; passive recovery only checks auto-disabled channels after real request failures.": "Le test complet planifié sonde les canaux non désactivés manuellement ; la récupération passive vérifie uniquement les canaux désactivés automatiquement après des échecs de requêtes réelles.",
     "scheduling controls": "contrôles d'ordonnancement",
-    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
+    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schéma : le nom du modèle correspond à { enabled, expr }. Les entrées désactivées retirent le modèle de la facturation par paliers tout en gardant le JSON visible avant l’enregistrement.",
     "Science": "Science",
     "Scope": "Portée",
     "scope + quota": "périmètre + quota",
     "Scopes": "Portées",
+    "Scroll to bottom": "Faire défiler vers le bas",
     "Search": "Rechercher",
     "Search by name or URL...": "Rechercher par nom ou URL...",
     "Search by order number...": "Rechercher par numéro de commande...",
@@ -4056,6 +4076,7 @@
     "Security verification": "Vérification de sécurité",
     "Seedance": "Seedance",
     "Select": "Sélectionner",
+    "Select {{item}}": "Sélectionner {{item}}",
     "Select a color": "Sélectionner une couleur",
     "Select a group": "Sélectionner un groupe",
     "Select a group type": "Sélectionner un type de groupe",
@@ -4283,12 +4304,12 @@
     "Standard price": "Prix standard",
     "Start": "Début",
     "Start a conversation to see messages here": "Démarrez une conversation pour voir les messages ici",
-    "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
+    "Start AI Models and Agents governance in minutes": "Démarrer la gouvernance des modèles d’IA et des Agents en quelques minutes",
     "Start collecting payments globally without registering a company. Built for indie developers, OPC sole proprietorships, and startups. Waffo Pancake acts as your Merchant of Record, taking on the compliance burden of global payment collection — consumption tax, invoicing, subscription management, refunds, and chargebacks. Solo developers can launch fast and stay focused on product instead of compliance. Onboard in minutes — one prompt to a full integration.": "Commencez à encaisser des paiements dans le monde entier sans créer de société. Conçu pour les développeurs indépendants, les entrepreneurs individuels OPC et les startups. Waffo Pancake agit comme Merchant of Record et prend en charge la conformité liée à l’encaissement mondial : taxes à la consommation, facturation, gestion des abonnements, remboursements et rétrofacturations. Les développeurs solo peuvent lancer rapidement leur produit et rester concentrés sur celui-ci plutôt que sur la conformité. Intégration en quelques minutes, d’une seule invite à une intégration complète.",
     "Start for free with generous limits. No credit card required.": "Commencez gratuitement avec des limites généreuses. Aucune carte de crédit requise.",
-    "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
+    "Start governing model and Agent traffic in minutes": "Commencer à gouverner le trafic des modèles et des Agents en quelques minutes",
     "Start Time": "Heure de début",
-    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
+    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Commencez avec une passerelle auto-hébergée, puis améliorez continuellement le routage, les règles tarifaires, les périmètres d’audit et la visibilité des charges Agent à mesure que l’usage de l’IA augmente.",
     "Start with unified access, then add model governance, Agent boundaries, billing rules, and audit visibility as usage grows.": "Commencez par un accès unifié, puis ajoutez gouvernance des modèles, limites Agent, règles de facturation et visibilité d'audit à mesure que l'usage augmente.",
     "Started": "Démarré",
     "STARTTLS": "STARTTLS",
@@ -4459,7 +4480,7 @@
     "Task query path, must include one of {task_id}, {operation_name}, or {upstream_task_id}": "Le chemin de requête de tâche doit inclure {task_id}, {operation_name} ou {upstream_task_id}",
     "Task Rate Cards": "Grilles tarifaires des tâches",
     "Task rate-cards": "Barèmes de tâches",
-    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
+    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Soumission des tâches, interrogation de l’état, correspondance des statuts, chemins d’erreur, proxy des résultats et chemins amont configurables.",
     "Task submit": "Soumission de tâche",
     "Tasks": "Tâches",
     "Tasks currently pending or running.": "Tâches actuellement en attente ou en cours.",
@@ -4626,7 +4647,9 @@
     "Today": "Aujourd'hui",
     "Toggle columns": "Basculer les colonnes",
     "Toggle navigation menu": "Basculer le menu de navigation",
+    "Toggle password visibility": "Afficher ou masquer le mot de passe",
     "Toggle plan": "Basculer le plan",
+    "Toggle Sidebar": "Afficher ou masquer la barre latérale",
     "Toggle theme": "Basculer le thème",
     "Token": "Jeton",
     "token + audit": "token + audit",
@@ -4636,7 +4659,7 @@
     "Token Endpoint (Optional)": "Point de terminaison du jeton (Facultatif)",
     "Token estimator": "Estimation des jetons",
     "Token group": "Groupe de jetons",
-    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
+    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Isolation des jetons, périmètre des modèles, quotas et coûts, résilience du routage, journaux d’utilisation et périmètres d’audit.",
     "Token Limits": "Limites de jetons",
     "Token management": "Gestion des jetons",
     "Token Management": "Gestion des tokens",
@@ -4655,7 +4678,7 @@
     "Token regenerated and copied to clipboard": "Jeton régénéré et copié dans le presse-papiers",
     "Token scope": "Périmètre du token",
     "Token scope, quota, model access, routing policy, request trace, and admin audit boundaries.": "Portée du jeton, quota, accès aux modèles, politique de routage, trace des requêtes et limites d'audit administrateur.",
-    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
+    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Portées des jetons, accès aux modèles, attribution des coûts, périmètre d’audit et visibilité des charges de travail.",
     "Token share by model author across the last 24 hours": "Part des tokens par auteur de modèle sur les dernières 24 heures",
     "Token share by model author across the past few weeks": "Part des tokens par auteur de modèle au cours des dernières semaines",
     "Token share by model author across the past month": "Part des tokens par auteur de modèle au cours du dernier mois",
@@ -4798,8 +4821,8 @@
     "Unified AI gateway": "Passerelle IA unifiée",
     "Unified AI model entrance": "Entrée unifiée pour les modèles IA",
     "Unified API Gateway for": "Passerelle API unifiée pour",
-    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
+    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unifiez l’accès, le routage, la facturation, l’observabilité et l’audit des modèles d’IA et des charges Agent dans une seule couche de service auto-hébergée.",
+    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unifiez les catalogues de modèles, les correspondances de canaux, l’accès par groupe, les règles tarifaires et les capacités de tâches multimodales entre fournisseurs autorisés.",
     "Unify OpenAI-compatible APIs, Responses, Claude, Gemini, Azure, Bedrock, Vertex, Ollama, domestic platforms, and multimodal endpoints behind one governed entrance.": "Unifiez les API compatibles OpenAI, Responses, Claude, Gemini, Azure, Bedrock, Vertex, Ollama, plateformes locales et endpoints multimodaux derrière une entrée gouvernée.",
     "Unify provider channels, model aliases, group permissions, upstream protocols, and health-aware routing.": "Unifiez les canaux fournisseurs, alias de modèles, droits de groupe, protocoles amont et routage selon la santé.",
     "Unique identifier for this group.": "Identifiant unique pour ce groupe.",
@@ -4832,7 +4855,7 @@
     "Update configuration": "Mettre à jour la configuration",
     "Update failed": "Échec de la mise à jour",
     "Update Model": "Mettre à jour le modèle",
-    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
+    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Mettez à jour les configurations de modèles, expressions tarifaires, grilles tarifaires et modèles de protocoles à mesure que les services amont évoluent.",
     "Update model configuration and click save when you're done.": "Mettez à jour la configuration du modèle et cliquez sur Enregistrer lorsque vous avez terminé.",
     "Update plan info": "Mettre à jour les informations du plan",
     "Update Provider": "Mettre à jour le fournisseur",
@@ -4871,11 +4894,11 @@
     "Upstream path is required": "Le chemin amont est requis",
     "Upstream path must be a full URL or a path starting with /": "Le chemin amont doit être une URL complète ou un chemin commençant par /",
     "Upstream platforms": "Plateformes amont",
-    "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
+    "upstream platforms and compatible model ecosystems": "plateformes amont et écosystèmes de modèles compatibles",
     "Upstream price sync": "Synchronisation amont des prix",
     "Upstream prices fetched successfully": "Prix amont récupérés avec succès",
     "upstream provider ecosystems": "écosystèmes de fournisseurs amont",
-    "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
+    "upstream providers and compatible model platforms": "fournisseurs amont et plateformes de modèles compatibles",
     "Upstream ratios fetched successfully": "Ratios en amont récupérés avec succès",
     "Upstream Request ID": "ID de requête en amont",
     "Upstream Response": "Réponse amont",
@@ -4917,7 +4940,7 @@
     "Use our unified OpenAI-compatible endpoint in your applications": "Utilisez notre point de terminaison unifié compatible OpenAI dans vos applications",
     "Use Passkey to sign in without entering your password.": "Utilisez une clé d'accès (Passkey) pour vous connecter sans saisir votre mot de passe.",
     "Use presets or upstream discovery to populate the model list faster.": "Utilisez des préréglages ou la découverte en amont pour remplir plus vite la liste des modèles.",
-    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
+    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Utilisez des expressions tarifaires pour les modèles à jetons et des grilles paramétrées pour les tâches multimodales longues.",
     "Use route keys like auto, auto:fast, or auto:cheap. Groups must be real billing groups.": "Utilisez des clés de route comme auto, auto:fast ou auto:cheap. Les groupes doivent être de vrais groupes de facturation.",
     "Use secure connection when sending emails": "Utiliser une connexion sécurisée lors de l'envoi d'e-mails",
     "Use sidebar shortcut": "Utiliser le raccourci de la barre latérale",
@@ -4925,8 +4948,8 @@
     "Use the optional vendor field to partition video models by provider while keeping the model-key JSON structure.": "Utilisez le champ vendor facultatif pour répartir les modèles vidéo par fournisseur tout en conservant la structure JSON par clé de modèle.",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "Utilisez le tableau des groupes tarifaires pour gérer le ratio et l’apparition du groupe dans la liste de création de jeton.",
     "Use this callback URL pattern when registering a custom OAuth provider.": "Utilisez ce modèle d'URL de rappel lors de l'enregistrement d'un fournisseur OAuth personnalisé.",
-    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
+    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Utilisez cette console pour garder sous contrôle opérationnel les canaux amont, adaptations de modèles nationales, jetons Agent, coûts et périmètre d’audit administrateur.",
+    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Utilisez cette console pour garder sous contrôle opérationnel les canaux amont, adaptations de modèles, jetons utilisateur, coûts et périmètre d’audit.",
     "Use this token for API authentication": "Utilisez ce jeton pour l'authentification API",
     "Use your Passkey": "Utiliser votre clé d'accès (Passkey)",
     "used": "utilisé",
@@ -5008,7 +5031,7 @@
     "Verification required to reveal the saved key.": "Vérification requise pour révéler la clé enregistrée.",
     "Verify": "Vérifier",
     "Verify and Sign In": "Vérifier et se connecter",
-    "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
+    "Verify model routing and billing with Playground": "Vérifier le routage des modèles et la facturation avec le Playground",
     "Verify routing with Playground or your client": "Vérifiez le routage avec Playground ou votre client",
     "Verify Setup": "Vérifier la configuration",
     "Verify your database connection": "Vérifiez votre connexion à la base de données",
@@ -5022,8 +5045,8 @@
     "Video": "Vidéo",
     "Video length in seconds": "Durée de la vidéo en secondes",
     "Video Remix": "Remix vidéo",
-    "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-    "video task channels and protocol templates": "video task channels and protocol templates",
+    "video task adapters, status mappings, and protocol paths": "adaptateurs de tâches vidéo, correspondances d’état et chemins de protocole",
+    "video task channels and protocol templates": "canaux de tâches vidéo et modèles de protocoles",
     "Video Task Protocol": "Protocole de tâche vidéo",
     "Vidu": "Vidu",
     "View": "Afficher",
diff --git a/web/default/src/i18n/locales/ja.json b/web/default/src/i18n/locales/ja.json
index 869c3f5..c01a3f2 100644
--- a/web/default/src/i18n/locales/ja.json
+++ b/web/default/src/i18n/locales/ja.json
@@ -23,6 +23,7 @@
     "{\"original-model\": \"replacement-model\"}": "{\" original - model \":\" replacement - model \"}",
     "{{category}} Models": "{{category}} モデル",
     "{{completed}}/{{total}} completed": "{{completed}}/{{total}} 完了",
+    "{{count}} {{entity}} selected. Bulk actions toolbar is available.": "{{entity}}を{{count}}件選択しました。一括操作ツールバーを利用できます。",
     "{{count}} channel(s) deleted": "{{count}} 個のチャネルを削除しました",
     "{{count}} channel(s) disabled": "{{count}} 個のチャネルを無効にしました",
     "{{count}} channel(s) enabled": "{{count}} 個のチャネルを有効にしました",
@@ -38,10 +39,12 @@
     "{{count}} IP(s)": "{{count}} IP",
     "{{count}} log entries removed.": "{{count}} 件のログエントリを削除しました。",
     "{{count}} minutes ago": "{{count}} 分前",
+    "{{count}} model(s)": "{{count}}件のモデル",
     "{{count}} models": "{{count}} モデル",
     "{{count}} months ago": "{{count}} ヶ月前",
     "{{count}} more": "他 {{count}} 件",
     "{{count}} override": "{{count}} 個のオーバーライド",
+    "{{count}} selected": "{{count}}件選択",
     "{{count}} selected targets available for bulk copy.": "一括コピーに使用できる対象が {{count}} 個選択されています。",
     "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
     "{{count}} tiers": "{{count}} 段階",
@@ -49,6 +52,7 @@
     "{{count}} weeks ago": "{{count}} 週間前",
     "{{field}} updated to {{value}}": "{{field}} を {{value}} に更新しました",
     "{{field}} updated to {{value}} for tag: {{tag}}": "タグ「{{tag}}」の {{field}} を {{value}} に更新しました",
+    "{{item}} option preview": "{{item}} オプションのプレビュー",
     "{{modality}} not supported": "{{modality}} はサポートされていません",
     "{{modality}} supported": "{{modality}} をサポート",
     "{{n}} model(s) selected": "{{n}} 件のモデルを選択済み",
@@ -60,6 +64,7 @@
     "{{routeContext}} groups must not be empty": "{{routeContext}} のグループは空にできません",
     "{{routeContext}} groups must not exceed 64 entries": "{{routeContext}} のグループは64件以下にしてください",
     "{{success}} succeeded, {{failed}} failed": "{{success}} 件成功、{{failed}} 件失敗",
+    "{{title}} usage: {{percent}}%": "{{title}} の使用率: {{percent}}%",
     "{{value}}ms": "{{value}}ミリ秒",
     "{{value}}s": "{{value}}秒",
     "@lobehub/icons key": "@lobehub/icons キー",
@@ -103,6 +108,7 @@
     "24 hours ago": "24時間前",
     "29 Days": "29日",
     "3. Enter your Gotify server URL and token above": "3. 上記にGotifyサーバーのURLとトークンを入力します",
+    "30 day uptime {{percent}}%": "30日間の稼働率 {{percent}}%",
     "30 Days": "30日",
     "30 days ago": "30日前",
     "30d change": "30日変化",
@@ -113,7 +119,7 @@
     "7 days ago": "7日前",
     "80,443,8080": "80,443,8080",
     "A billing multiplier. Lower ratios mean lower API call costs.": "課金倍率です。倍率が低いほど API 呼び出しコストは低くなります。",
-    "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
+    "A focused home for Agent keys, model access, balance, routing, and service health.": "Agentキー、モデルアクセス、残高、ルーティング、サービス正常性を一元管理する画面です。",
     "A focused home for keys, balance, routing, and service health.": "キー、残高、ルーティング、サービス状態を集約したホームです。",
     "A governance layer between demand and model supply": "需要側とモデル供給側をつなぐガバナンス層",
     "A live control layer for high-volume AI operations": "大規模AI運用のためのライブ制御層",
@@ -173,7 +179,7 @@
     "Add Announcement": "お知らせを追加",
     "Add API": "API追加",
     "Add API Shortcut": "API ショートカットを追加",
-    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
+    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "認証済みプロバイダーキー、モデルカタログ、モデルマッピング、カスタムパス、タスクプロトコル、チャネルグループを追加します。",
     "Add authorized upstream keys, compatible API bases, model mappings, custom task paths, and provider groups.": "承認済み上流キー、互換APIベース、モデルマッピング、カスタムタスクパス、プロバイダーグループを追加します。",
     "Add auto group": "自動グループを追加",
     "Add auto route": "自動ルートを追加",
@@ -265,22 +271,22 @@
     "After enabling, the plan will be shown to users. Continue?": "有効化するとユーザーに表示されます。続行しますか？",
     "After invalidating, this subscription will be immediately deactivated. Historical records are not affected. Continue?": "無効化するとこのサブスクリプションは即座に停止されます。履歴記録には影響しません。続行しますか？",
     "After scanning, the binding will complete automatically": "スキャン後、バインドは自動的に完了します",
-    "Agent access": "Agent access",
+    "Agent access": "Agentアクセス",
     "Agent access control": "Agentアクセス制御",
     "Agent boundary control": "Agent境界制御",
-    "agent governance category suffix": " categories",
+    "agent governance category suffix": " カテゴリ",
     "Agent ID *": "エージェントID *",
-    "Agent key configured": "Agent key configured",
-    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-    "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
+    "Agent key configured": "Agentキー設定済み",
+    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agentトークンのスコープ、モデルアクセス、監査の可視性、保持期間、管理者制御。",
+    "Agent tokens, traces, and workload cost": "Agentトークン、トレース、ワークロードコスト",
     "Agent workflow": "Agentワークフロー",
     "AgentOps": "Agent 運用",
-    "AgentOps boundary": "AgentOps boundary",
+    "AgentOps boundary": "AgentOps境界",
     "AgentOps control": "AgentOps 制御",
-    "AgentOps control boundary": "AgentOps control boundary",
+    "AgentOps control boundary": "AgentOps制御境界",
     "AgentOps control plane": "AgentOps制御プレーン",
     "AgentOps governance": "AgentOps ガバナンス",
-    "AgentOps governance dimensions": "AgentOps governance dimensions",
+    "AgentOps governance dimensions": "AgentOpsガバナンス項目",
     "AgentOps governance surfaces": "AgentOpsガバナンス面",
     "AgentOps operations console": "AgentOps運用コンソール",
     "AgentOps permission boundaries": "AgentOps 権限境界",
@@ -296,22 +302,22 @@
     "AGPL v3.0 License": "AGPL v3.0ライセンス",
     "AI API gateway, billing, audit, and Agent workload status": "AI APIゲートウェイ、課金、監査、Agentワークロード状態",
     "AI Application Infrastructure Foundation": "AI アプリケーションのインフラ基盤",
-    "AI asset governance": "AI asset governance",
-    "AI gateway · AgentOps": "AI gateway · AgentOps",
+    "AI asset governance": "AIアセットガバナンス",
+    "AI gateway · AgentOps": "AIゲートウェイ・AgentOps",
     "AI gateway and AgentOps control plane": "AIゲートウェイとAgentOps制御プレーン",
-    "AI governance operations plane": "AI governance operations plane",
-    "AI model and Agent governance": "AI model and Agent governance",
-    "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
-    "AI model asset governance": "AI model asset governance",
-    "AI model governance · AgentOps": "AI model governance · AgentOps",
-    "AI model governance · AgentOps · Application infrastructure": "AI model governance · AgentOps · Application infrastructure",
-    "AI model governance and AgentOps console": "AI model governance and AgentOps console",
+    "AI governance operations plane": "AIガバナンス運用プレーン",
+    "AI model and Agent governance": "AIモデルとAgentのガバナンス",
+    "AI model and Agent governance infrastructure": "AIモデルとAgentのガバナンス基盤",
+    "AI model asset governance": "AIモデルアセットガバナンス",
+    "AI model governance · AgentOps": "AIモデルガバナンス・AgentOps",
+    "AI model governance · AgentOps · Application infrastructure": "AIモデルガバナンス・AgentOps・アプリケーション基盤",
+    "AI model governance and AgentOps console": "AIモデルガバナンスとAgentOpsのコンソール",
     "AI model routing, billing, and AgentOps control plane": "AIモデルルーティング、課金、AgentOpsの制御プレーン",
     "AI model testing environment": "AIモデルテスト環境",
     "AI models": "AIモデル",
-    "AI Models · Agents governance": "AI Models · Agents governance",
-    "AI Models and Agents governance console": "AI Models and Agents governance console",
-    "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
+    "AI Models · Agents governance": "AIモデル・Agentガバナンス",
+    "AI Models and Agents governance console": "AIモデルとAgentのガバナンスコンソール",
+    "AI Models and Agents governance infrastructure": "AIモデルとAgentのガバナンス基盤",
     "AI models supported": "AIモデル対応",
     "AI products now sit on top of many model platforms, Agent workflows, user systems, billing rules, and security expectations. MAX API turns those moving parts into one operational layer instead of repeated glue code.": "現在の AI プロダクトは、多数のモデルプラットフォーム、Agent ワークフロー、ユーザーシステム、課金ルール、セキュリティ要件の上に成り立っています。MAX API は、それらの可変要素を重複した接続コードではなく、1 つの運用レイヤーにまとめます。",
     "AI Proxy": "AIプロキシ",
@@ -320,7 +326,7 @@
     "AILS": "AILS",
     "AK/SK mode: use AccessKey|SecretAccessKey|Region": "AK/SKモード: AccessKey | SecretAccessKey | Regionを使用",
     "Ali": "Ali",
-    "Alibaba Cloud Bailian": "Alibaba Cloud Bailian",
+    "Alibaba Cloud Bailian": "Alibaba Cloud Bailian（百錬）",
     "Alipay": "Alipay",
     "All": "すべて",
     "All Billing": "すべての課金",
@@ -591,7 +597,7 @@
     "AWS": "AWS",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude 互換テンプレート",
     "AWS Key Format": "AWSキーフォーマット",
-    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
+    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS、Azure、Vertex、Ollama、Codex、Dify、RAGFlow、Kling、Seedance、国内プラットフォーム、OpenAI互換API。",
     "Azure": "Azure",
     "AZURE_OPENAI_ENDPOINT *": "AZURE_OPENAI_ENDPOINT *",
     "Back": "戻る",
@@ -659,6 +665,7 @@
     "Billing": "課金",
     "Billing & Payment": "請求と支払い",
     "Billing and cost audit": "課金とコスト監査",
+    "Billing and group ratios are calculated from the real group that handles the request.": "課金とグループ倍率は、リクエストを処理した実際のグループに基づいて計算されます。",
     "Billing currency": "請求通貨",
     "Billing Details": "課金詳細",
     "Billing governance": "課金ガバナンス",
@@ -667,7 +674,6 @@
     "Billing Mode": "課金モード",
     "Billing Process": "課金プロセス",
     "Billing Source": "課金ソース",
-    "Billing and group ratios are calculated from the real group that handles the request.": "課金とグループ倍率は、リクエストを処理した実際のグループに基づいて計算されます。",
     "billing-aware model rules": "課金対応モデルルール",
     "billing-aware models": "課金対応モデル",
     "Bind": "バインド",
@@ -700,7 +706,8 @@
     "Bound Only": "バインド済みのみ",
     "Bound product:": "紐付け済み商品:",
     "Bound store:": "紐付け済みストア:",
-    "Boundary control": "Boundary control",
+    "Boundary control": "境界制御",
+    "Breadcrumb": "パンくずリスト",
     "Bring channels back online after successful checks": "チェックが成功した後、チャネルをオンラインに戻します",
     "Browse and compare": "参照と比較",
     "Browse available models and pricing": "利用可能なモデルと料金を確認",
@@ -710,16 +717,17 @@
     "Budget Tokens Ratio": "予算トークン比率",
     "Budgets": "予算",
     "Build on your API gateway in minutes": "数分で API ゲートウェイ上に構築できます",
-    "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-    "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
+    "Build the governance layer between apps, Agents, and models": "アプリ、Agent、モデルの間にガバナンスレイヤーを構築",
+    "Build the governance layer for AI models and Agents": "AIモデルとAgentのガバナンスレイヤーを構築",
     "Build with the MAX API Next community": "MAX API Next コミュニティと構築する",
     "Built by the MAX API Next community": "MAX API Next コミュニティが構築",
-    "Built for AI model and Agent governance": "Built for AI model and Agent governance",
+    "Built for AI model and Agent governance": "AIモデルとAgentのガバナンス向けに設計",
     "Built for developers,": "開発者のために構築、",
-    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
+    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "国内モデルプラットフォーム、海外プロバイダー、Agentワークロードを横断してAIアプリケーションを運用するチーム向けに、モデルアクセス、ルーティング、課金、可観測性、管理者スコープの監査を単一の展開可能なガバナンスレイヤーへ統合します。",
     "Built-in": "組み込み",
     "Built-in Device": "内蔵デバイス",
     "Built-in: phone fingerprint/face, or Windows Hello; External: USB security key": "内蔵: 電話の指紋/顔認証、またはWindows Hello。外部: USBセキュリティキー",
+    "Bulk actions for {{count}} selected {{entity}}": "選択した{{count}}件の{{entity}}に対する一括操作",
     "by": "によって",
     "By category": "カテゴリ別",
     "By clicking sign in, you agree to our": "ログインすると、以下に同意したものとみなされます",
@@ -769,7 +777,7 @@
     "Capture a reusable bundle of models, tags, or endpoints.": "モデル、タグ、またはエンドポイントの再利用可能なバンドルを保存。",
     "Card view": "カード表示",
     "cards": "カード",
-    "catalog + mapping": "catalog + mapping",
+    "catalog + mapping": "カタログ＋マッピング",
     "Category": "カテゴリ",
     "Category Name": "分類名称",
     "Category name is required": "カテゴリ名は必須です",
@@ -810,7 +818,7 @@
     "Channels": "チャネル",
     "Channels and protocol templates": "チャネルとプロトコルテンプレート",
     "Channels deleted successfully": "チャンネルが正常に削除されました",
-    "Channels, mappings, and model scope": "Channels, mappings, and model scope",
+    "Channels, mappings, and model scope": "チャネル、マッピング、モデルスコープ",
     "Character chat, storytelling, persona": "キャラクター会話・ストーリーテリング・ペルソナ",
     "Chart Preferences": "チャートの環境設定",
     "Chart Settings": "チャート設定",
@@ -1089,8 +1097,8 @@
     "Continue with OIDC": "OIDC で続行",
     "Continue with Telegram": "Telegram で続行",
     "Continue with WeChat": "WeChat で続行",
-    "Continuous model governance": "Continuous model governance",
-    "Continuously updated": "Continuously updated",
+    "Continuous model governance": "継続的なモデルガバナンス",
+    "Continuously updated": "継続更新",
     "Contract review, compliance, summarisation": "契約レビュー・コンプライアンス・要約",
     "Control plane": "コントロールプレーン",
     "Control which models are exposed and which groups may use them.": "公開するモデルと、それらを利用できるグループを制御します。",
@@ -1154,25 +1162,25 @@
     "Core pricing": "基本料金",
     "Cost": "コスト",
     "Cost and quota engine": "コストとクォータのエンジン",
-    "Cost and quota governance": "Cost and quota governance",
+    "Cost and quota governance": "コストとクォータのガバナンス",
     "Cost audit": "コスト監査",
-    "Cost control": "Cost control",
-    "Cost governance": "Cost governance",
+    "Cost control": "コスト制御",
+    "Cost governance": "コストガバナンス",
     "Cost in USD per request, regardless of tokens used.": "使用されたトークンに関係なく、リクエストあたりのUSDでのコスト。",
     "Cost intelligence": "コストインテリジェンス",
     "Cost logic has outgrown token multipliers": "コストロジックは token 倍率を超えている",
-    "Cost operations": "Cost operations",
-    "Cost rule engine": "Cost rule engine",
+    "Cost operations": "コスト運用",
+    "Cost rule engine": "コストルールエンジン",
     "Cost Tracking": "コスト追跡",
     "Count must be between {{min}} and {{max}}": "カウントは{{min}}から{{max}}の間である必要があります",
-    "Coverage": "Coverage",
+    "Coverage": "対応範囲",
     "Coze": "Coze",
     "CPU Threshold (%)": "CPU 閾値 (%)",
     "Create": "新規作成",
     "Create a copy of:": "コピーを作成:",
     "Create a key for your app or service": "アプリまたはサービス用のキーを作成",
     "Create a new user group to configure ratio overrides for.": "レートの上書きを設定するための新しいユーザーグループを作成します。",
-    "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
+    "Create a scoped key for your app, Agent, or workflow": "アプリ、Agent、ワークフロー用のスコープ付きキーを作成",
     "Create account": "アカウントを作成",
     "Create an account": "アカウントを作成",
     "Create an API key to unlock the real request": "実際のリクエストを使うには API キーを作成してください",
@@ -1198,7 +1206,7 @@
     "Create request parameter override rules with a visual editor or raw JSON.": "ビジュアルエディタまたは生のJSONでリクエストパラメータオーバーライドルールを作成します。",
     "Create request parameter override rules without editing raw JSON.": "生の JSON を編集せずにリクエストパラメータ上書きルールを作成します。",
     "Create reusable bundles of models, tags, endpoints, and user groups to speed up configuration elsewhere in the console.": "モデル、タグ、エンドポイント、およびユーザーグループの再利用可能なバンドルを作成し、コンソールの他の場所での設定を高速化します。",
-    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
+    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "ユーザー、アプリ、Agent、ワークフロー用のスコープ付きアクセストークンを作成し、モデル制限、クォータ、グループ、リクエスト制限、監査ポリシーを設定します。",
     "Create succeeded": "作成に成功しました",
     "Create user and Agent tokens, assign groups, restrict models, set quotas, and define request limits.": "ユーザーとAgentのトークンを作成し、グループを割り当て、モデルを制限し、クォータとリクエスト制限を定義します。",
     "Create Vendor": "ベンダーを作成",
@@ -1287,6 +1295,7 @@
     "Day of month": "月内の日",
     "days": "日",
     "Days to Retain": "保持日数",
+    "Decrement": "減らす",
     "Deducted by subscription": "サブスクリプションで控除",
     "DeepSeek": "DeepSeek",
     "default": "デフォルト",
@@ -1344,6 +1353,7 @@
     "Delete Models?": "モデルを削除しますか？",
     "Delete Provider": "プロバイダーを削除",
     "Delete Request Header": "リクエストヘッダーを削除",
+    "Delete row": "行を削除",
     "Delete selected API keys": "選択したAPIキーを削除",
     "Delete selected channels": "選択したチャネルを削除",
     "Delete selected models": "選択したモデルを削除",
@@ -1377,7 +1387,7 @@
     "Description is required": "説明は必須です",
     "Designed and Developed by": "設計・開発",
     "designed for scale": "スケールのために設計",
-    "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
+    "Designed for the continuous operation of AI models and Agents": "AIモデルとAgentの継続運用向けに設計",
     "Destination path or URL.": "移動先のパスまたは URL。",
     "Destroyed": "破棄済み",
     "Detailed request logs for investigations.": "調査のための詳細なリクエストログ。",
@@ -1545,6 +1555,7 @@
     "Edit chat preset": "チャットプリセットを編集",
     "Edit discount tier": "割引ティアを編集",
     "Edit FAQ": "FAQ を編集",
+    "Edit group": "グループを編集",
     "Edit group rate limit": "グループレート制限を編集",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "JSONオブジェクトを直接編集します。シンプルなパラメータオーバーライドに適しています。",
     "Edit JSON text directly. Format will be validated on save.": "JSONテキストを直接編集します。保存時にフォーマットが検証されます。",
@@ -1582,6 +1593,7 @@
     "Enable": "有効にする",
     "Enable 2FA": "2FA を有効にする",
     "Enable All": "すべて有効にする",
+    "Enable and price audio input before configuring audio output.": "音声出力を設定する前に、音声入力を有効にして価格を設定してください。",
     "Enable check-in feature": "チェックイン機能を有効にする",
     "Enable Data Dashboard": "データダッシュボードを有効にする",
     "Enable demo mode with limited functionality": "機能が制限されたデモモードを有効にする",
@@ -1694,7 +1706,6 @@
     "Enter tag name (optional)": "タグ名を入力 (オプション)",
     "Enter the 6-digit code from your authenticator app": "認証アプリからの6桁のコードを入力",
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "認証アプリからの6桁のワンタイムパスワードまたは8文字のバックアップコードを入力してください。",
-    "Enter your account password to confirm this sensitive action.": "この機密操作を確認するため、アカウントのパスワードを入力してください。",
     "Enter the complete URL, supports": "完全なURLを入力、サポート",
     "Enter the Coze agent ID": "CozeエージェントIDを入力",
     "Enter the full URL of your Gotify server": "Gotifyサーバーの完全なURLを入力",
@@ -1709,6 +1720,7 @@
     "Enter username": "ユーザー名を入力",
     "Enter verification code": "確認コードを入力",
     "Enter webhook secret": "Webhook シークレットを入力",
+    "Enter your account password to confirm this sensitive action.": "この機密操作を確認するため、アカウントのパスワードを入力してください。",
     "Enter your authenticator code or a backup code": "認証コードまたはバックアップコードを入力",
     "Enter your email": "メールアドレスを入力",
     "Enter your redemption code": "引き換えコードを入力",
@@ -1774,11 +1786,11 @@
     "expression + rate-card": "式 + レートカード",
     "Expression based": "式ベース",
     "Expression billing": "式による課金",
-    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
+    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "式の係数は100万トークン当たりのUSD価格です。コンテキスト長の階層にはlenを、適用された階層のラベルにはtier(name, value)を使用します。",
     "Expression editor": "式エディター",
     "Expression error": "式のエラー",
     "Expression pricing": "式による料金",
-    "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
+    "Expression pricing for token models and rate-cards for async video tasks.": "トークンモデル向けの式ベース料金と、非同期動画タスク向けのレートカード。",
     "Expressions and task rate-cards": "式とタスクレートカード",
     "Extend": "延長",
     "Extend deployment": "デプロイメントを延長",
@@ -1888,7 +1900,7 @@
     "Failed to save announcements": "お知らせの保存に失敗しました",
     "Failed to save API info": "API情報の保存に失敗しました",
     "Failed to save FAQ": "FAQの保存に失敗しました",
-    "Failed to save tiered billing config": "Failed to save tiered billing config",
+    "Failed to save tiered billing config": "階層課金設定を保存できませんでした",
     "Failed to save Uptime Kuma groups": "Uptime Kumaグループの保存に失敗しました",
     "Failed to search API keys": "APIキーの検索に失敗しました",
     "Failed to search redemption codes": "引き換えコードの検索に失敗しました",
@@ -2053,8 +2065,8 @@
     "Free: {{free}} / Total: {{total}}": "空き容量: {{free}} / 合計: {{total}}",
     "Friendly name to identify this channel": "このチャネルを識別するための表示名",
     "From Address": "差出人アドレス",
-    "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-    "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
+    "From AI model access to Agent lifecycle governance": "AIモデルアクセスからAgentライフサイクルガバナンスへ",
+    "From AI model access to AI Agent governance": "AIモデルアクセスからAI Agentガバナンスへ",
     "From IO.NET deployment": "IO.NET展開から",
     "From model invocation to continuous governance": "モデル呼び出しから継続的ガバナンスへ",
     "From model redirect, not yet added to models list": "モデルリダイレクトから、まだモデルリストに追加されていません",
@@ -2114,6 +2126,7 @@
     "Go to io.net API Keys": "io.net API キーへ移動",
     "Go to last page": "最後のページへ移動",
     "Go to next page": "次のページへ移動",
+    "Go to page {{page}}": "{{page}}ページへ移動",
     "Go to previous page": "前のページへ移動",
     "Go to settings": "設定へ",
     "Go to Settings": "設定へ移動",
@@ -2122,10 +2135,10 @@
     "Gotify Application Token": "Gotify アプリケーショントークン",
     "Gotify Documentation": "Gotify ドキュメント",
     "Gotify Server URL": "Gotify サーバー URL",
-    "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-    "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-    "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
+    "Govern AI Models, Agents, cost audit, and boundary controls": "AIモデル、Agent、コスト監査、境界制御をガバナンス",
+    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "単一のサービスレイヤーでAIモデル、Agent、コスト、監査境界をガバナンスします。",
+    "Govern upstream providers, model mappings, and routing.": "上流プロバイダー、モデルマッピング、ルーティングをガバナンスします。",
+    "Govern users, Agents, and tokens": "ユーザー、Agent、トークンをガバナンス",
     "Governance": "ガバナンス",
     "governance domains": "ガバナンス領域",
     "Governance fabric online": "ガバナンスファブリック稼働中",
@@ -2312,6 +2325,7 @@
     "Incoming path must not include query": "受信パスに query を含めることはできません",
     "Incoming path must start with /": "受信パスは / で始める必要があります",
     "Incomplete": "未完了",
+    "Increment": "増やす",
     "Index": "インデックス",
     "Ingress": "入口",
     "Initial quota given to new users": "新規ユーザーに付与される初期クォータ",
@@ -2329,7 +2343,7 @@
     "Input/output content logging can store sensitive user data. Keep it disabled unless your compliance policy allows it.": "入出力内容の記録には機密性の高いユーザーデータが保存される可能性があります。コンプライアンスポリシーで許可されていない限り無効のままにしてください。",
     "Inset": "インセット",
     "Inspect requests, errors, and billing details": "リクエスト、エラー、請求詳細を確認",
-    "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
+    "Inspect requests, errors, billing, and audit details": "リクエスト、エラー、課金、監査の詳細を確認",
     "Inspect user prompts": "ユーザープロンプトの検査",
     "Instance": "インスタンス",
     "Instance deleted": "インスタンスを削除しました",
@@ -2340,11 +2354,11 @@
     "Inter-group overrides": "グループ間上書き",
     "Inter-group ratio overrides": "グループ間比率上書き",
     "Interface Language": "インターフェース言語",
-    "Internal model console": "Internal model console",
+    "Internal model console": "社内モデルコンソール",
     "Internal Notes": "内部メモ",
     "Internal notes (not shown to users)": ":内部メモ（ユーザーには表示されません）",
     "Internal Server Error!": "内部サーバーエラー！",
-    "Intuitive cost audit": "Intuitive cost audit",
+    "Intuitive cost audit": "直感的なコスト監査",
     "Invalid auto route config": "自動ルート設定が無効です",
     "Invalid auto route key": "無効な自動ルートキーです",
     "invalid auto route key: {{key}}": "自動ルートキーが無効です: {{key}}",
@@ -2388,8 +2402,8 @@
     "IP Whitelist (supports CIDR)": "IP ホワイトリスト（CIDR対応）",
     "is less than the configured maximum cache size": "設定された最大キャッシュサイズより小さい",
     "is the default price; ": "はデフォルト価格です; ",
-    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-    "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
+    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Agentとワークフロー向けにスコープ付きAPIキーを発行し、モデルアクセス、クォータ、コスト帰属、リクエストトレース、監査の可視性をガバナンスします。",
+    "Issue scoped keys for apps, Agents, and workflows": "アプリ、Agent、ワークフロー向けのスコープ付きキーを発行",
     "Issue scoped tokens for Agents and workflows with model limits, quotas, traceability, and audit visibility.": "モデル制限、クォータ、追跡性、監査可視性を備えたスコープ付きトークンをAgentsとワークフローに発行します。",
     "It seems like the page you're looking for": "お探しのページは",
     "Items": "項目",
@@ -2420,12 +2434,12 @@
     "Keep channel health, cost audit, task state, logs, admin visibility, and private deployment boundaries explicit over time.": "チャネル状態、コスト監査、タスク状態、ログ、管理者可視性、プライベートデプロイ境界を継続的に明確に保ちます。",
     "Keep enabled if you need to proxy requests for different upstream accounts.": "異なる上流アカウントのリクエストをプロキシする必要がある場合は有効にしたままにしてください。",
     "Keep enough balance before production traffic": "本番トラフィック前に十分な残高を確保",
-    "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
-    "Keep governance ready": "Keep governance ready",
+    "Keep enough quota before production or Agent traffic": "本番またはAgentトラフィックの前に十分なクォータを確保",
+    "Keep governance ready": "ガバナンスを運用可能に維持",
     "Keep keys, users, organizations, groups, model scope, request logs, admin access, retention choices, and operational policy inside an infrastructure layer your team controls.": "キー、ユーザー、組織、グループ、モデル範囲、リクエストログ、管理者アクセス、保持設定、運用ポリシーを、チームが制御するインフラ層に保ちます。",
     "Keep original value": "元の値を保持",
     "Keep original value (skip if target exists)": "元の値を保持（ターゲットが存在する場合はスキップ）",
-    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
+    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "機密性の高いリクエストとレスポンスのログは、管理者専用制御、明示的な保持方針、デプロイ側のコンプライアンス境界の内側に限定します。",
     "Keep sensitive request logging, response visibility, retention choices, and admin review inside clear boundaries.": "機密リクエストログ、レスポンス可視性、保持設定、管理者レビューを明確な境界内に保ちます。",
     "Keep the platform ready": "プラットフォームを準備状態に保つ",
     "Keep this above 1 minute to avoid heavy database load": "データベースへの負荷を避けるため、これを1分以上に保ってください",
@@ -2517,7 +2531,7 @@
     "LLM Leaderboard": "LLM リーダーボード",
     "LLM prompt helper": "LLMプロンプトヘルパー",
     "Load Balancing": "ロードバランシング",
-    "Load example": "Load example",
+    "Load example": "サンプルを読み込む",
     "Load template...": "テンプレートをロード...",
     "Loader": "ローダー",
     "Loading": "読み込み中",
@@ -2562,7 +2576,7 @@
     "m": "m",
     "Maintenance": "メンテナンス",
     "Make it easier for teammates to pick the right group.": "チームメイトが適切なグループを選択しやすくする。",
-    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
+    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "モデル料金、トークン使用量、非同期タスクコスト、返金、Agentコスト帰属を可視化し、監査可能にします。",
     "Manage": "管理",
     "Manage account bindings for this user": "このユーザーのアカウントバインドを管理",
     "Manage Bindings": "バインド管理",
@@ -2575,7 +2589,7 @@
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "サーバーログファイルを管理します。ログファイルは時間とともに蓄積されるため、定期的なクリーンアップでディスク容量を解放することを推奨します。",
     "Manage subscription plans and pricing.": "サブスクリプションプランと価格設定を管理します。",
     "Manage Subscriptions": "サブスクリプションの管理",
-    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
+    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "階層課金ルールを1つのJSONドキュメントで管理します。保存時に課金モードと課金式をアトミックに更新します。",
     "Manage Vendors": "ベンダーの管理",
     "Manage your LinuxDO OAuth app": "LinuxDO OAuth アプリを管理",
     "Manage your security settings and account access": "セキュリティ設定とアカウントアクセスを管理する",
@@ -2608,7 +2622,7 @@
     "MAX API does not replace model vendors or Agent orchestration frameworks. It gives production AI systems a stable infrastructure layer for access, policy, cost, observability, and operational control.": "MAX API はモデルベンダーや Agent オーケストレーションフレームワークを置き換えるものではありません。本番 AI システムに、アクセス、ポリシー、コスト、可観測性、運用制御のための安定したインフラ層を提供します。",
     "MAX API governance layer": "MAX API ガバナンス層",
     "MAX API is not only a proxy. It is the layer where model access, Agent boundaries, routing resilience, settlement, configuration quality, async tasks, logs, and private deployment rules are made explicit.": "MAX API は単なるプロキシではありません。モデルアクセス、Agent 境界、ルーティング耐性、精算、設定品質、非同期タスク、ログ、プライベートデプロイルールを明示する層です。",
-    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
+    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX APIはAIモデルとAgentをガバナンスするサービスレイヤーであり、モデルプラットフォーム、料金ルール、Agentワークロードの変化に適応し続けます。",
     "MAX API Project Repository:": "MAX APIプロジェクトリポジトリ:",
     "Max Disk Cache Size (MB)": "ディスクキャッシュ最大容量 (MB)",
     "Max Entries": "最大エントリ数",
@@ -2680,13 +2694,13 @@
     "Model access": "モデルアクセス",
     "Model Access": "モデルアクセス",
     "Model access fabric": "モデルアクセスファブリック",
-    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
+    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "モデルアクセス、Agentトークン、課金ルール、監査スコープ、上流の正常性",
     "Model Analytics": "モデル分析",
     "model and platform ecosystems": "モデルとプラットフォームのエコシステム",
     "model billing support": "モデル課金対応",
     "Model Call Analytics": "モデル呼び出し分析",
-    "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
+    "Model catalogs, mappings, API changes, pricing, and task protocols.": "モデルカタログ、マッピング、API変更、料金、タスクプロトコル。",
+    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "モデルカタログ、プロバイダーチャネル、マッピング、権限、料金、タスクプロトコル。",
     "Model context usage": "モデルのコンテキスト使用量",
     "Model deleted": "モデルが削除されました",
     "Model deleted successfully": "モデルが正常に削除されました",
@@ -2697,7 +2711,7 @@
     "Model disabled successfully": "モデルが正常に無効化されました",
     "Model enabled successfully": "モデルが正常に有効化されました",
     "Model fixed pricing": "モデルの固定価格設定",
-    "Model governance": "Model governance",
+    "Model governance": "モデルガバナンス",
     "Model Group": "モデルグループ",
     "model invocation -> continuous governance": "モデル呼び出し -> 継続的ガバナンス",
     "Model Limits": "モデル制限",
@@ -2722,16 +2736,16 @@
     "Model Price Not Configured": "モデル価格が未設定",
     "Model prices": "モデル価格",
     "Model prices reset successfully": "モデル価格が正常にリセットされました",
-    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
+    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "上流料金の変化に合わせて、モデル料金、課金式、階層JSON、タスクレートカードを維持します。",
     "Model Pricing": "モデル料金",
-    "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
+    "model pricing entries, expressions, and rate-card rules": "モデル料金エントリ、式、レートカードルール",
     "Model pull failed: {{msg}}": "モデルのプルに失敗しました： __ PH_0 __",
     "Model ratio": "モデル倍率",
     "Model ratios": "モデル比率",
     "Model ratios reset successfully": "モデル比率が正常にリセットされました",
     "Model Regex": "モデル正規表現",
     "Model Regex (one per line)": "モデル正規表現（1行に1つ）",
-    "Model route active": "Model route active",
+    "Model route active": "モデルルート有効",
     "Model selected": "選択済みモデル",
     "Model Square": "モデル広場",
     "Model Tags": "モデルタグ",
@@ -2777,8 +2791,9 @@
     "Moonshot": "Moonshot",
     "More": "もっと見る",
     "More Apps": "さらに",
-    "More compatible APIs": "More compatible APIs",
+    "More compatible APIs": "その他の互換API",
     "more mapping": "さらにマッピング",
+    "More pages": "その他のページ",
     "More templates...": "ほかのテンプレート…",
     "More than 999 days left": "999日以上",
     "More...": "その他...",
@@ -2867,6 +2882,7 @@
     "Next branch": "次のブランチ",
     "Next page": "次のページ",
     "Next reset": "次のリセット",
+    "Next slide": "次のスライド",
     "No": "いいえ",
     "No About Content Set": "概要コンテンツが設定されていません",
     "No Active": "アクティブなし",
@@ -3030,7 +3046,7 @@
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "0 以外の招待報酬には、支払いゲートウェイ設定でのコンプライアンス確認が必要です。",
     "None": "なし",
     "noreply@example.com": "noreply@example.com",
-    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
+    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "OpenAI Compatible、Responses、Claude Messages、Gemini、Realtime、および設定可能な非標準動画タスクプロトコルを正規化します。",
     "Normalize OpenAI-compatible chat, Responses, Claude Messages, Gemini, realtime, and async media tasks.": "OpenAI互換チャット、Responses、Claude Messages、Gemini、リアルタイム、非同期メディアタスクを正規化します。",
     "Normalize submit paths, query paths, task IDs, progress fields, status mapping, error extraction, proxied results, and task-specific pricing for video and other long-running AI jobs.": "動画などの長時間 AI ジョブについて、送信パス、照会パス、タスク ID、進捗フィールド、状態マッピング、エラー抽出、プロキシ結果、タスク別価格を正規化します。",
     "Normalized:": "正規化：",
@@ -3067,7 +3083,7 @@
     "Object Prune Rules": "オブジェクト削除ルール",
     "Observability": "可観測性",
     "Observe billing and audit": "課金と監査を観測",
-    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
+    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "モデル使用量、Agentコスト、レイテンシ、エラー、リトライ、非同期タスク状態、管理者スコープの監査境界を可視化します。",
     "Obtain the API key, merchant ID, and RSA key pair from the Waffo dashboard, and configure the callback URL.": "Waffoダッシュボードから APIキー、マーチャントID、RSAキーペアを取得し、コールバックURLを設定してください。",
     "Obtain the merchant, store, product and signing keys from your Waffo dashboard. Webhook URL: <ServerAddress>/api/waffo-pancake/webhook": "Waffo ダッシュボードでマーチャント、ストア、プロダクト、署名用キーを取得してください。Webhook URL: <ServerAddress>/api/waffo-pancake/webhook",
     "Ocean Breeze": "オーシャンブリーズ",
@@ -3100,8 +3116,8 @@
     "One API": "1つのAPI",
     "One domain per line": "1行に1つのドメイン",
     "One domain per line (only used when domain restriction is enabled)": "1行に1つのドメイン (ドメイン制限が有効な場合のみ使用されます)",
-    "One endpoint, any model": "One endpoint, any model",
-    "One governance layer, many model protocols": "One governance layer, many model protocols",
+    "One endpoint, any model": "1つのエンドポイントであらゆるモデルへ",
+    "One governance layer, many model protocols": "1つのガバナンスレイヤーで複数のモデルプロトコルに対応",
     "One IP or CIDR range per line": "1行に1つのIPまたはCIDR範囲",
     "One IP per line (empty for no restriction)": "1行に1つのIP (制限なしの場合は空欄)",
     "one keyword per line": "1行に1つのキーワード",
@@ -3163,8 +3179,8 @@
     "OpenRouter": "OpenRouter",
     "opens in an external client. Trigger it from the sidebar or API key actions to launch the configured application.": "外部クライアントで開きます。サイドバーまたはAPIキーアクションからトリガーして、設定されたアプリケーションを起動します。",
     "Operate AI and Agent workloads": "AIとAgentワークロードを運用",
-    "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
-    "Operating lifecycle": "Operating lifecycle",
+    "Operate AI model access, Agent workloads, billing, and audit": "AIモデルアクセス、Agentワークロード、課金、監査を運用",
+    "Operating lifecycle": "運用ライフサイクル",
     "Operation": "操作",
     "operation and charging behavior": "運用および課金行為",
     "Operation failed": "操作に失敗しました",
@@ -3227,6 +3243,7 @@
     "Overwritten": "上書き済み",
     "Page": "ページ",
     "Page {{current}} of {{total}}": "{{total}} ページ中 {{current}} ページ目",
+    "Pagination": "ページネーション",
     "PaLM": "PaLM",
     "Pan": "パン",
     "Pancake": "Pancake",
@@ -3376,7 +3393,6 @@
     "Please confirm that you understand the consequences": "結果を理解したことを確認してください",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "システム設定で io.net モデルデプロイサービスを有効にし、API キーを設定してください。",
     "Please enable Two-factor Authentication or Passkey before proceeding": "続行する前に、二要素認証またはパスキーを有効にしてください",
-    "Please enter your password": "パスワードを入力してください",
     "Please enter a name": "名前を入力してください",
     "Please enter a new password": "新しいパスワードを入力してください",
     "Please enter a redemption code": "引き換えコードを入力してください",
@@ -3398,6 +3414,7 @@
     "Please enter your current password": "現在のパスワードを入力してください",
     "Please enter your email": "メールアドレスを入力してください",
     "Please enter your email first": "まずメールアドレスを入力してください",
+    "Please enter your password": "パスワードを入力してください",
     "Please enter your verification code": "認証コードを入力してください",
     "Please enter your verification code or backup code": "認証コードまたはバックアップコードを入力してください",
     "Please fix JSON errors before saving": "保存する前に JSON エラーを直してください",
@@ -3481,6 +3498,7 @@
     "Previous": "前へ",
     "Previous branch": "前のブランチ",
     "Previous page": "前のページ",
+    "Previous slide": "前のスライド",
     "Price": "価格",
     "Price ($/1K calls)": "価格（$/1K 回）",
     "Price (local currency / USD)": "価格 (現地通貨 / USD)",
@@ -3508,7 +3526,7 @@
     "Pricing groups": "料金グループ",
     "Pricing mode": "価格モード",
     "Pricing Ratios": "価格比率",
-    "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
+    "pricing rule base and rate-card governance": "料金ルール基盤とレートカードガバナンス",
     "Pricing Type": "価格タイプ",
     "Primary Model": "プライマリモデル",
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "リクエストコンテキストから抽出したキーに基づいて、前回成功したチャネルを優先的に再利用します（スティッキールーティング）",
@@ -3548,7 +3566,7 @@
     "Protect login and registration with Cloudflare Turnstile": "Cloudflare Turnstile でログインと登録を保護",
     "Protocol": "プロトコル",
     "Protocol adaptation": "プロトコル適応",
-    "Protocol layer": "Protocol layer",
+    "Protocol layer": "プロトコルレイヤー",
     "Provide a JSON object where each key maps to an endpoint definition.": "各キーがエンドポイント定義にマップされる JSON オブジェクトを提供してください。",
     "Provide a valid URL starting with http:// or https://": "http:// または https:// で始まる有効な URL を入力してください",
     "Provide Markdown, HTML, or an external URL for the privacy policy": "プライバシーポリシーにMarkdown、HTML、または外部URLを提供する",
@@ -3557,13 +3575,13 @@
     "Provide per-model header overrides as JSON. Useful for enabling beta features such as expanded context windows.": "モデルごとのヘッダーオーバーライドをJSONとして提供します。拡張コンテキストウィンドウなどのベータ機能を有効にするのに役立ちます。",
     "Provider": "プロバイダ",
     "Provider & data privacy": "プロバイダーとデータ保護",
-    "Provider & platform adaptation": "Provider & platform adaptation",
+    "Provider & platform adaptation": "プロバイダー・プラットフォーム対応",
     "Provider and protocol drift is constant": "プロバイダーとプロトコルは常に変化する",
     "Provider created successfully": "プロバイダーの作成に成功しました",
     "Provider deleted successfully": "プロバイダーの削除に成功しました",
     "provider ecosystems": "プロバイダーエコシステム",
     "Provider Name": "プロバイダー名",
-    "Provider protocol governance": "Provider protocol governance",
+    "Provider protocol governance": "プロバイダープロトコルガバナンス",
     "Provider type (OpenAI, Anthropic, etc.)": "プロバイダタイプ (OpenAI, Anthropic など)",
     "Provider updated successfully": "プロバイダーが正常に更新されました",
     "Provider-specific endpoint, account, and compatibility settings.": "プロバイダー固有のエンドポイント、アカウント、互換性設定です。",
@@ -3599,18 +3617,18 @@
     "Quick insert common payment methods": "一般的な支払い方法をすばやく挿入",
     "Quick Range": "クイック範囲",
     "Quick Setup from Preset": "プリセットからクイックセットアップ",
-    "Quickstart": "Quickstart",
+    "Quickstart": "クイックスタート",
     "Quota": "クォータ",
     "Quota ({{currency}})": "クォータ ({{currency}})",
-    "quota + refund": "quota + refund",
+    "quota + refund": "クォータ＋返金",
     "Quota adjusted successfully": "クォータの調整に成功しました",
-    "Quota must be a safe integer within the supported range": "クォータはサポート範囲内の安全な整数である必要があります",
     "Quota consumed before charging users": "ユーザーに請求する前に消費されるクォータ",
     "Quota Distribution": "クォータの分配",
     "Quota given to invited users": "招待されたユーザーに付与されるクォータ",
     "Quota given to users who invite others": "他のユーザーを招待したユーザーに付与されるクォータ",
     "Quota limits": "クォータ制限",
     "Quota must be a positive number": "クォータは正の数である必要があります",
+    "Quota must be a safe integer within the supported range": "クォータはサポート範囲内の安全な整数である必要があります",
     "Quota must be zero or greater": "クォータは負の値にできません",
     "Quota Per Unit": "ユニットあたりのクォータ",
     "Quota reminder (tokens)": "クォータリマインダー (トークン)",
@@ -3646,8 +3664,8 @@
     "Raw Quota": "元のクォータ",
     "Re-enable on success": "成功時に再有効化",
     "Re-login": "再ログイン",
-    "Readable cost governance": "Readable cost governance",
-    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
+    "Readable cost governance": "明瞭なコストガバナンス",
+    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "読みやすいモデル料金、クォータフロー、タスクレートカード、返金、使用量帰属。",
     "Ready": "準備完了",
     "Ready to initialize": "初期化準備完了",
     "Ready to simplify": "シンプルにする準備は",
@@ -3752,6 +3770,7 @@
     "Remove rule group": "ルールグループを削除",
     "Remove string prefix": "文字列のプレフィックスを除去",
     "Remove string suffix": "文字列のサフィックスを除去",
+    "Remove tag": "タグを削除",
     "Remove the target field": "ターゲットフィールドを削除",
     "Remove tier": "ティアを削除",
     "Removed": "削除済み",
@@ -3823,7 +3842,7 @@
     "Requires Record quota usage to be enabled in Operations > Log Maintenance.": "「運用 > ログのメンテナンス」で「クォータ使用量を記録」を有効にする必要があります。",
     "Rerank": "再ランク付け",
     "Reroll": "やり直し",
-    "Research assistant": "Research assistant",
+    "Research assistant": "リサーチアシスタント",
     "Research groups and university teams building AI systems": "AI システムを構築する研究グループと大学チーム",
     "Research-driven AI infrastructure project": "研究駆動型AIインフラプロジェクト",
     "Research, analysis, scientific reasoning": "リサーチ・分析・科学的推論",
@@ -3892,7 +3911,7 @@
     "Reveal key": "キーを表示",
     "Revenue": "収益",
     "Review & initialize": "確認して初期化",
-    "Review model prices and task rate-cards": "Review model prices and task rate-cards",
+    "Review model prices and task rate-cards": "モデル料金とタスクレートカードを確認",
     "Review model rates before scaling traffic": "トラフィック拡大前にモデル料金を確認",
     "Review quota settlement, model prices, async task states, latency, errors, request logs, and admin-only audit data.": "クォータ精算、モデル価格、非同期タスク状態、レイテンシ、エラー、リクエストログ、管理者専用監査データを確認します。",
     "Review your payment details": "支払い詳細を確認",
@@ -3908,7 +3927,7 @@
     "Route active": "ルート有効",
     "Route applications through one access layer for OpenAI-compatible APIs, Responses, Claude Messages, Gemini, Azure, Bedrock, Vertex, Ollama, embeddings, rerank, images, audio, realtime, and model discovery.": "OpenAI-compatible APIs、Responses、Claude Messages、Gemini、Azure、Bedrock、Vertex、Ollama、embeddings、rerank、画像、音声、リアルタイム、モデル発見を、1 つのアクセス層から利用できます。",
     "Route by group, weight, model, channel state, retries, pre-charge policy, and operational limits.": "グループ、重み、モデル、チャネル状態、再試行、事前課金ポリシー、運用制限でルーティングします。",
-    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
+    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "モデル、グループ、重み、チャネル状態、障害ポリシーに基づいてルーティングし、リトライ、事前消費、返金、制限、運用可視性を提供します。",
     "Route Description": "ルートの説明",
     "Route every request through policy": "すべてのリクエストをポリシー経由でルーティング",
     "Route group order": "ルート内グループ順序",
@@ -3921,10 +3940,10 @@
     "Routes": "ルート",
     "Routing": "ルーティング",
     "Routing & Overrides": "ルーティングと上書き",
-    "Routing and reliability governance": "Routing and reliability governance",
+    "Routing and reliability governance": "ルーティングと信頼性のガバナンス",
     "Routing fabric": "ルーティングファブリック",
     "Routing matrix": "ルーティング行列",
-    "Routing policy": "Routing policy",
+    "Routing policy": "ルーティングポリシー",
     "Routing resilience": "ルーティングの回復力",
     "Routing resilience and fallback": "ルーティング耐性とフォールバック",
     "Routing Strategy": "ルーティング戦略",
@@ -3996,7 +4015,7 @@
     "Save task rate cards": "タスクレートカードを保存",
     "Save these backup codes in a safe place. Each code can only be used once.": "これらのバックアップコードを安全な場所に保存してください。各コードは一度だけ使用できます。",
     "Save these codes in a safe place. Each code can only be used once.": "これらのコードを安全な場所に保存してください。各コードは一度だけ使用できます。",
-    "Save tiered billing": "Save tiered billing",
+    "Save tiered billing": "階層課金を保存",
     "Save token limits": "トークン制限を保存",
     "Save tool prices": "ツール価格を保存",
     "Save Waffo Pancake settings": "Waffo Pancake 設定を保存",
@@ -4012,11 +4031,12 @@
     "Scheduled full test": "定期フルテスト",
     "Scheduled full test probes non-manually-disabled channels; passive recovery only checks auto-disabled channels after real request failures.": "定期フルテストは手動で無効化されていないチャネルを検査します。パッシブ復旧は実リクエストの失敗後に自動無効化されたチャネルのみを確認します。",
     "scheduling controls": "スケジューリング制御",
-    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
+    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "スキーマ：モデル名は{ enabled, expr }に対応します。無効なエントリはJSONを保存前に表示したまま、モデルを階層課金から除外します。",
     "Science": "科学",
     "Scope": "スコープ",
     "scope + quota": "スコープ + クォータ",
     "Scopes": "スコープ",
+    "Scroll to bottom": "一番下までスクロール",
     "Search": "検索",
     "Search by name or URL...": "名前またはURLで検索...",
     "Search by order number...": "注文番号で検索...",
@@ -4054,8 +4074,9 @@
     "Security boundary": "セキュリティ境界",
     "Security Check": "セキュリティチェック",
     "Security verification": "セキュリティ確認",
-    "Seedance": "Seedance",
+    "Seedance": "Seedance（動画生成）",
     "Select": "選択",
+    "Select {{item}}": "{{item}}を選択",
     "Select a color": "色を選択",
     "Select a group": "グループを選択",
     "Select a group type": "グループタイプを選択",
@@ -4283,12 +4304,12 @@
     "Standard price": "標準価格",
     "Start": "開始",
     "Start a conversation to see messages here": "会話を開始すると、ここにメッセージが表示されます",
-    "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
+    "Start AI Models and Agents governance in minutes": "AIモデルとAgentのガバナンスを数分で開始",
     "Start collecting payments globally without registering a company. Built for indie developers, OPC sole proprietorships, and startups. Waffo Pancake acts as your Merchant of Record, taking on the compliance burden of global payment collection — consumption tax, invoicing, subscription management, refunds, and chargebacks. Solo developers can launch fast and stay focused on product instead of compliance. Onboard in minutes — one prompt to a full integration.": "法人を設立せずに世界中で決済を受け付けられます。個人開発者、OPC 個人事業主、スタートアップ向けに設計されています。Waffo Pancake は Merchant of Record として、消費税、請求書、サブスクリプション管理、返金、チャージバックなど、グローバル決済のコンプライアンス負担を引き受けます。個人開発者はコンプライアンスではなくプロダクトに集中しながら素早くローンチできます。数分でオンボーディングし、1 つのプロンプトから完全な統合まで進められます。",
     "Start for free with generous limits. No credit card required.": "豊富な無料枠で始められます。クレジットカードは不要です。",
-    "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
+    "Start governing model and Agent traffic in minutes": "モデルとAgentのトラフィックガバナンスを数分で開始",
     "Start Time": "開始時間",
-    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
+    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "セルフホスト型ゲートウェイから始め、AI利用の拡大に合わせてモデルルーティング、料金ルール、監査境界、Agentワークロードの可視性を継続的に改善します。",
     "Start with unified access, then add model governance, Agent boundaries, billing rules, and audit visibility as usage grows.": "統合アクセスから始め、利用量の増加に合わせてモデルガバナンス、Agent境界、課金ルール、監査可視性を追加します。",
     "Started": "開始日時",
     "STARTTLS": "STARTTLS",
@@ -4459,7 +4480,7 @@
     "Task query path, must include one of {task_id}, {operation_name}, or {upstream_task_id}": "タスク問い合わせパスには {task_id}、{operation_name}、または {upstream_task_id} のいずれかが必要です",
     "Task Rate Cards": "タスクレートカード",
     "Task rate-cards": "タスク rate-card",
-    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
+    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "タスク送信、ポーリング、ステータスマッピング、エラーパス、結果プロキシ、設定可能な上流パス。",
     "Task submit": "タスク送信",
     "Tasks": "タスク",
     "Tasks currently pending or running.": "現在保留中または実行中のタスクです。",
@@ -4597,9 +4618,9 @@
     "Tier name": "ティア名",
     "Tiered": "段階的",
     "Tiered (billing expression)": "段階的（課金式）",
-    "Tiered Billing": "Tiered Billing",
-    "Tiered billing configuration saved": "Tiered billing configuration saved",
-    "Tiered billing JSON": "Tiered billing JSON",
+    "Tiered Billing": "階層課金",
+    "Tiered billing configuration saved": "階層課金設定を保存しました",
+    "Tiered billing JSON": "階層課金JSON",
     "Tiered price table": "段階別価格表",
     "Tiered pricing": "階層料金",
     "tiers": "階層",
@@ -4626,17 +4647,19 @@
     "Today": "今日",
     "Toggle columns": "列の切り替え",
     "Toggle navigation menu": "ナビゲーションメニューの切り替え",
+    "Toggle password visibility": "パスワードの表示を切り替え",
     "Toggle plan": "プランの切り替え",
+    "Toggle Sidebar": "サイドバーを切り替え",
     "Toggle theme": "テーマの切り替え",
     "Token": "トークン",
-    "token + audit": "token + audit",
-    "token + model scope": "token + model scope",
+    "token + audit": "トークン＋監査",
+    "token + model scope": "トークン＋モデルスコープ",
     "Token Breakdown": "トークン内訳",
     "Token Endpoint": "トークンエンドポイント",
     "Token Endpoint (Optional)": "トークンエンドポイント (オプション)",
     "Token estimator": "トークン見積り",
     "Token group": "トークングループ",
-    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
+    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "トークン分離、モデルスコープ、クォータとコスト、ルーティング耐障害性、使用ログ、監査境界。",
     "Token Limits": "トークン制限",
     "Token management": "トークン管理",
     "Token Management": "トークン管理",
@@ -4655,7 +4678,7 @@
     "Token regenerated and copied to clipboard": "トークンが再生成され、クリップボードにコピーされました",
     "Token scope": "トークン範囲",
     "Token scope, quota, model access, routing policy, request trace, and admin audit boundaries.": "トークンスコープ、クォータ、モデルアクセス、ルーティングポリシー、リクエストトレース、管理者監査境界。",
-    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
+    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "トークンスコープ、モデルアクセス、コスト帰属、監査スコープ、ワークロード可視性。",
     "Token share by model author across the last 24 hours": "過去 24 時間におけるモデル提供者別のトークンシェア",
     "Token share by model author across the past few weeks": "過去数週間におけるモデル提供者別のトークンシェア",
     "Token share by model author across the past month": "過去 1 か月におけるモデル提供者別のトークンシェア",
@@ -4798,8 +4821,8 @@
     "Unified AI gateway": "統合AIゲートウェイ",
     "Unified AI model entrance": "統一 AI モデル入口",
     "Unified API Gateway for": "統合APIゲートウェイ -",
-    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
+    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "単一のセルフホスト型サービスレイヤーで、AIモデルとAgentワークロードのアクセス、ルーティング、課金、可観測性、監査を統合します。",
+    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "認証済みプロバイダー全体で、モデルカタログ、チャネルマッピング、グループアクセス、料金ルール、マルチモーダルタスク機能を統合します。",
     "Unify OpenAI-compatible APIs, Responses, Claude, Gemini, Azure, Bedrock, Vertex, Ollama, domestic platforms, and multimodal endpoints behind one governed entrance.": "OpenAI-compatible APIs、Responses、Claude、Gemini、Azure、Bedrock、Vertex、Ollama、国内プラットフォーム、マルチモーダルエンドポイントを 1 つのガバナンスされた入口に統合します。",
     "Unify provider channels, model aliases, group permissions, upstream protocols, and health-aware routing.": "プロバイダーチャネル、モデルエイリアス、グループ権限、上流プロトコル、ヘルス対応ルーティングを統合します。",
     "Unique identifier for this group.": "このグループの一意の識別子。",
@@ -4832,7 +4855,7 @@
     "Update configuration": "設定を更新",
     "Update failed": "更新に失敗しました",
     "Update Model": "モデルを更新",
-    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
+    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "上流の変化に合わせて、モデル設定、料金式、レートカード、プロトコルテンプレートを更新します。",
     "Update model configuration and click save when you're done.": "モデル設定を更新し、完了したら保存をクリックしてください。",
     "Update plan info": "プラン情報を更新",
     "Update Provider": "プロバイダーを更新",
@@ -4871,11 +4894,11 @@
     "Upstream path is required": "上流パスは必須です",
     "Upstream path must be a full URL or a path starting with /": "上流パスは完全な URL、または / で始まるパスである必要があります",
     "Upstream platforms": "上流プラットフォーム",
-    "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
+    "upstream platforms and compatible model ecosystems": "上流プラットフォームと互換モデルエコシステム",
     "Upstream price sync": "アップストリーム価格同期",
     "Upstream prices fetched successfully": "上流価格を正常に取得しました",
     "upstream provider ecosystems": "上流プロバイダーエコシステム",
-    "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
+    "upstream providers and compatible model platforms": "上流プロバイダーと互換モデルプラットフォーム",
     "Upstream ratios fetched successfully": "アップストリーム比率が正常に取得されました",
     "Upstream Request ID": "上流リクエストID",
     "Upstream Response": "アップストリームレスポンス",
@@ -4917,7 +4940,7 @@
     "Use our unified OpenAI-compatible endpoint in your applications": "アプリケーションでOpenAI互換の統一エンドポイントを使用",
     "Use Passkey to sign in without entering your password.": "パスワードを入力せずにサインインするには、パスキーを使用してください。",
     "Use presets or upstream discovery to populate the model list faster.": "プリセットまたは上流検出を使ってモデルリストをすばやく入力します。",
-    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
+    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "トークンモデルには料金式を、長時間実行するマルチモーダルタスクにはパラメーター化されたレートカードを使用します。",
     "Use route keys like auto, auto:fast, or auto:cheap. Groups must be real billing groups.": "auto、auto:fast、auto:cheap のようなルートキーを使用します。グループは実在する課金グループである必要があります。",
     "Use secure connection when sending emails": "メール送信時に安全な接続を使用する",
     "Use sidebar shortcut": "サイドバーのショートカットを使用",
@@ -4925,8 +4948,8 @@
     "Use the optional vendor field to partition video models by provider while keeping the model-key JSON structure.": "任意の vendor フィールドを使用して、モデルキー JSON 構造を保ったまま動画モデルをプロバイダー別に分割します。",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "料金グループ表で倍率と、トークン作成ドロップダウンに表示するかどうかを管理します。",
     "Use this callback URL pattern when registering a custom OAuth provider.": "カスタム OAuth プロバイダーを登録するときは、このコールバック URL パターンを使用してください。",
-    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
+    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "このコンソールで、上流チャネル、国内モデル対応、Agentトークン、コスト、管理者監査スコープを運用管理します。",
+    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "このコンソールで、上流チャネル、モデル対応、ユーザートークン、コスト、監査スコープを運用管理します。",
     "Use this token for API authentication": "API認証にはこのトークンを使用してください",
     "Use your Passkey": "パスキーを使用",
     "used": "使用済み",
@@ -5008,7 +5031,7 @@
     "Verification required to reveal the saved key.": "保存されたキーを表示するには、認証が必要です。",
     "Verify": "認証",
     "Verify and Sign In": "確認してサインイン",
-    "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
+    "Verify model routing and billing with Playground": "Playgroundでモデルルーティングと課金を検証",
     "Verify routing with Playground or your client": "Playground またはクライアントでルーティングを確認",
     "Verify Setup": "設定を確認",
     "Verify your database connection": "データベース接続を確認",
@@ -5022,8 +5045,8 @@
     "Video": "動画",
     "Video length in seconds": "動画の長さ（秒）",
     "Video Remix": "動画 Remix",
-    "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-    "video task channels and protocol templates": "video task channels and protocol templates",
+    "video task adapters, status mappings, and protocol paths": "動画タスクアダプター、ステータスマッピング、プロトコルパス",
+    "video task channels and protocol templates": "動画タスクチャネルとプロトコルテンプレート",
     "Video Task Protocol": "動画タスクプロトコル",
     "Vidu": "Vidu",
     "View": "表示",
diff --git a/web/default/src/i18n/locales/ru.json b/web/default/src/i18n/locales/ru.json
index ca8c9d7..38aa134 100644
--- a/web/default/src/i18n/locales/ru.json
+++ b/web/default/src/i18n/locales/ru.json
@@ -23,6 +23,7 @@
     "{\"original-model\": \"replacement-model\"}": "{\"original-model\": \"replacement-model\"}",
     "{{category}} Models": "Модели {{category}}",
     "{{completed}}/{{total}} completed": "{{completed}}/{{total}} выполнено",
+    "{{count}} {{entity}} selected. Bulk actions toolbar is available.": "Выбрано: {{count}} {{entity}}. Панель массовых действий доступна.",
     "{{count}} channel(s) deleted": "Удалено {{count}} каналов",
     "{{count}} channel(s) disabled": "Отключено {{count}} каналов",
     "{{count}} channel(s) enabled": "Включено {{count}} каналов",
@@ -38,10 +39,12 @@
     "{{count}} IP(s)": "{{count}} IP",
     "{{count}} log entries removed.": "Удалено {{count}} записей журнала.",
     "{{count}} minutes ago": "{{count}} минут назад",
+    "{{count}} model(s)": "{{count}} моделей",
     "{{count}} models": "моделей: {{count}}",
     "{{count}} months ago": "{{count}} месяцев назад",
     "{{count}} more": "еще {{count}}",
     "{{count}} override": "{{count}} переопределений",
+    "{{count}} selected": "Выбрано: {{count}}",
     "{{count}} selected targets available for bulk copy.": "Для массового копирования выбрано целей: {{count}}.",
     "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
     "{{count}} tiers": "{{count}} уровней",
@@ -49,6 +52,7 @@
     "{{count}} weeks ago": "{{count}} недель назад",
     "{{field}} updated to {{value}}": "{{field}} обновлено на {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} обновлено на {{value}} для тега: {{tag}}",
+    "{{item}} option preview": "Предпросмотр варианта {{item}}",
     "{{modality}} not supported": "{{modality}} не поддерживается",
     "{{modality}} supported": "{{modality}} поддерживается",
     "{{n}} model(s) selected": "Выбрано моделей: {{n}}",
@@ -60,6 +64,7 @@
     "{{routeContext}} groups must not be empty": "Группы {{routeContext}} не должны быть пустыми",
     "{{routeContext}} groups must not exceed 64 entries": "Группы {{routeContext}} не должны содержать более 64 элементов",
     "{{success}} succeeded, {{failed}} failed": "{{success}} успешно, {{failed}} с ошибкой",
+    "{{title}} usage: {{percent}}%": "Использование {{title}}: {{percent}}%",
     "{{value}}ms": "{{value}} мс",
     "{{value}}s": "{{value}} с",
     "@lobehub/icons key": "Ключ @lobehub/icons",
@@ -103,6 +108,7 @@
     "24 hours ago": "24 часа назад",
     "29 Days": "29 дней",
     "3. Enter your Gotify server URL and token above": "3. Введите URL вашего сервера Gotify и токен выше",
+    "30 day uptime {{percent}}%": "Доступность за 30 дней: {{percent}}%",
     "30 Days": "30 дней",
     "30 days ago": "30 дней назад",
     "30d change": "Изменение за 30 дней",
@@ -113,7 +119,7 @@
     "7 days ago": "7 дней назад",
     "80,443,8080": "80,443,8080",
     "A billing multiplier. Lower ratios mean lower API call costs.": "Множитель тарификации. Чем ниже коэффициент, тем ниже стоимость вызовов API.",
-    "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
+    "A focused home for Agent keys, model access, balance, routing, and service health.": "Единый раздел для ключей Agent, доступа к моделям, баланса, маршрутизации и состояния сервиса.",
     "A focused home for keys, balance, routing, and service health.": "Единый экран для ключей, баланса, маршрутов и состояния сервиса.",
     "A governance layer between demand and model supply": "Слой управления между спросом и поставкой моделей",
     "A live control layer for high-volume AI operations": "Рабочий слой контроля для высоконагруженных AI-операций",
@@ -173,7 +179,7 @@
     "Add Announcement": "Добавить объявление",
     "Add API": "Добавить API",
     "Add API Shortcut": "Добавить ярлык API",
-    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
+    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Добавьте авторизованные ключи поставщиков, каталоги и сопоставления моделей, пользовательские пути, протоколы задач и группы каналов.",
     "Add authorized upstream keys, compatible API bases, model mappings, custom task paths, and provider groups.": "Добавляйте авторизованные апстрим-ключи, совместимые API bases, сопоставления моделей, пользовательские пути задач и группы провайдеров.",
     "Add auto group": "Добавить автогруппу",
     "Add auto route": "Добавить автомаршрут",
@@ -265,22 +271,22 @@
     "After enabling, the plan will be shown to users. Continue?": "После включения план будет отображаться пользователям. Продолжить?",
     "After invalidating, this subscription will be immediately deactivated. Historical records are not affected. Continue?": "После аннулирования подписка будет немедленно деактивирована. Исторические записи не затронуты. Продолжить?",
     "After scanning, the binding will complete automatically": "После сканирования привязка завершится автоматически",
-    "Agent access": "Agent access",
+    "Agent access": "Доступ Agent",
     "Agent access control": "Контроль доступа Agents",
     "Agent boundary control": "Контроль границ Agent",
-    "agent governance category suffix": " categories",
+    "agent governance category suffix": " категорий",
     "Agent ID *": "Идентификатор агента *",
-    "Agent key configured": "Agent key configured",
-    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-    "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
+    "Agent key configured": "Ключ Agent настроен",
+    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Области действия токенов Agent, доступ к моделям, видимость аудита, хранение и административное управление.",
+    "Agent tokens, traces, and workload cost": "Токены Agent, трассировки и стоимость рабочих нагрузок",
     "Agent workflow": "Рабочий процесс Agent",
     "AgentOps": "Операции Agent",
-    "AgentOps boundary": "AgentOps boundary",
+    "AgentOps boundary": "Граница AgentOps",
     "AgentOps control": "Контроль AgentOps",
-    "AgentOps control boundary": "AgentOps control boundary",
+    "AgentOps control boundary": "Контрольная граница AgentOps",
     "AgentOps control plane": "Плоскость управления AgentOps",
     "AgentOps governance": "Управление AgentOps",
-    "AgentOps governance dimensions": "AgentOps governance dimensions",
+    "AgentOps governance dimensions": "Направления управления AgentOps",
     "AgentOps governance surfaces": "Поверхности управления AgentOps",
     "AgentOps operations console": "Консоль операций AgentOps",
     "AgentOps permission boundaries": "Границы разрешений AgentOps",
@@ -296,22 +302,22 @@
     "AGPL v3.0 License": "Лицензия AGPL v3.0",
     "AI API gateway, billing, audit, and Agent workload status": "Статус API-шлюза ИИ, биллинга, аудита и нагрузок Agent",
     "AI Application Infrastructure Foundation": "Инфраструктурная основа для ИИ-приложений",
-    "AI asset governance": "AI asset governance",
-    "AI gateway · AgentOps": "AI gateway · AgentOps",
+    "AI asset governance": "Управление ресурсами ИИ",
+    "AI gateway · AgentOps": "Шлюз ИИ · AgentOps",
     "AI gateway and AgentOps control plane": "ИИ-шлюз и плоскость управления AgentOps",
-    "AI governance operations plane": "AI governance operations plane",
-    "AI model and Agent governance": "AI model and Agent governance",
-    "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
-    "AI model asset governance": "AI model asset governance",
-    "AI model governance · AgentOps": "AI model governance · AgentOps",
-    "AI model governance · AgentOps · Application infrastructure": "AI model governance · AgentOps · Application infrastructure",
-    "AI model governance and AgentOps console": "AI model governance and AgentOps console",
+    "AI governance operations plane": "Операционный уровень управления ИИ",
+    "AI model and Agent governance": "Управление моделями ИИ и Agent",
+    "AI model and Agent governance infrastructure": "Инфраструктура управления моделями ИИ и Agent",
+    "AI model asset governance": "Управление ресурсами моделей ИИ",
+    "AI model governance · AgentOps": "Управление моделями ИИ · AgentOps",
+    "AI model governance · AgentOps · Application infrastructure": "Управление моделями ИИ · AgentOps · Инфраструктура приложений",
+    "AI model governance and AgentOps console": "Консоль управления моделями ИИ и AgentOps",
     "AI model routing, billing, and AgentOps control plane": "Плоскость управления маршрутизацией AI-моделей, биллингом и AgentOps",
     "AI model testing environment": "Среда тестирования ИИ моделей",
     "AI models": "Модели ИИ",
-    "AI Models · Agents governance": "AI Models · Agents governance",
-    "AI Models and Agents governance console": "AI Models and Agents governance console",
-    "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
+    "AI Models · Agents governance": "Управление моделями ИИ · Agent",
+    "AI Models and Agents governance console": "Консоль управления моделями ИИ и Agent",
+    "AI Models and Agents governance infrastructure": "Инфраструктура управления моделями ИИ и Agent",
     "AI models supported": "Поддерживаемые модели ИИ",
     "AI products now sit on top of many model platforms, Agent workflows, user systems, billing rules, and security expectations. MAX API turns those moving parts into one operational layer instead of repeated glue code.": "AI-продукты теперь опираются на множество модельных платформ, Agent-цепочки, пользовательские системы, правила биллинга и требования безопасности. MAX API превращает эти движущиеся части в один операционный слой вместо повторяющегося связующего кода.",
     "AI Proxy": "AI Proxy",
@@ -320,7 +326,7 @@
     "AILS": "AILS",
     "AK/SK mode: use AccessKey|SecretAccessKey|Region": "Режим AK/SK: используйте AccessKey|SecretAccessKey|Region",
     "Ali": "Ali",
-    "Alibaba Cloud Bailian": "Alibaba Cloud Bailian",
+    "Alibaba Cloud Bailian": "Alibaba Cloud Bailian (Байлянь)",
     "Alipay": "Alipay",
     "All": "Все",
     "All Billing": "Вся тарификация",
@@ -591,7 +597,7 @@
     "AWS": "AWS",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude совместимость",
     "AWS Key Format": "Формат ключа AWS",
-    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
+    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, локальные платформы и API, совместимые с OpenAI.",
     "Azure": "Azure",
     "AZURE_OPENAI_ENDPOINT *": "AZURE_OPENAI_ENDPOINT *",
     "Back": "Назад",
@@ -659,6 +665,7 @@
     "Billing": "Биллинг",
     "Billing & Payment": "Биллинг и платежи",
     "Billing and cost audit": "Биллинг и аудит затрат",
+    "Billing and group ratios are calculated from the real group that handles the request.": "Тарификация и коэффициенты групп рассчитываются по реальной группе, обработавшей запрос.",
     "Billing currency": "Валюта оплаты",
     "Billing Details": "Детали биллинга",
     "Billing governance": "Управление биллингом",
@@ -667,7 +674,6 @@
     "Billing Mode": "Режим биллинга",
     "Billing Process": "Процесс тарификации",
     "Billing Source": "Источник биллинга",
-    "Billing and group ratios are calculated from the real group that handles the request.": "Тарификация и коэффициенты групп рассчитываются по реальной группе, обработавшей запрос.",
     "billing-aware model rules": "правила моделей с учетом биллинга",
     "billing-aware models": "модели с учетом биллинга",
     "Bind": "Привязать",
@@ -700,7 +706,8 @@
     "Bound Only": "Только привязанные",
     "Bound product:": "Привязанный продукт:",
     "Bound store:": "Привязанный магазин:",
-    "Boundary control": "Boundary control",
+    "Boundary control": "Контроль границ",
+    "Breadcrumb": "Навигационная цепочка",
     "Bring channels back online after successful checks": "Вернуть каналы в онлайн после успешных проверок",
     "Browse and compare": "Просмотр и сравнение",
     "Browse available models and pricing": "Просмотрите доступные модели и цены",
@@ -710,16 +717,17 @@
     "Budget Tokens Ratio": "Соотношение бюджетных токенов",
     "Budgets": "Бюджеты",
     "Build on your API gateway in minutes": "Начните работу с API-шлюзом за несколько минут",
-    "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-    "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
+    "Build the governance layer between apps, Agents, and models": "Создайте уровень управления между приложениями, Agent и моделями",
+    "Build the governance layer for AI models and Agents": "Создайте уровень управления моделями ИИ и Agent",
     "Build with the MAX API Next community": "Создавайте вместе с сообществом MAX API Next",
     "Built by the MAX API Next community": "Создано сообществом MAX API Next",
-    "Built for AI model and Agent governance": "Built for AI model and Agent governance",
+    "Built for AI model and Agent governance": "Создано для управления моделями ИИ и Agent",
     "Built for developers,": "Создано для разработчиков,",
-    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
+    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Для команд, эксплуатирующих приложения ИИ на локальных модельных платформах, у международных поставщиков и в рабочих нагрузках Agent: единый доступ к моделям, маршрутизация, биллинг, наблюдаемость и аудит в области администратора в одном развертываемом уровне управления.",
     "Built-in": "Встроенный",
     "Built-in Device": "Встроенное устройство",
     "Built-in: phone fingerprint/face, or Windows Hello; External: USB security key": "Встроенное: отпечаток пальца/лицо телефона или Windows Hello; Внешнее: USB-ключ безопасности",
+    "Bulk actions for {{count}} selected {{entity}}": "Массовые действия для выбранных элементов ({{count}} {{entity}})",
     "by": "от",
     "By category": "По категориям",
     "By clicking sign in, you agree to our": "Нажимая «Войти», вы принимаете",
@@ -769,7 +777,7 @@
     "Capture a reusable bundle of models, tags, or endpoints.": "Создайте повторно используемый набор моделей, тегов или конечных точек.",
     "Card view": "Карточки",
     "cards": "карточки",
-    "catalog + mapping": "catalog + mapping",
+    "catalog + mapping": "каталог + сопоставление",
     "Category": "Категория",
     "Category Name": "Название категории",
     "Category name is required": "Название категории обязательно",
@@ -810,7 +818,7 @@
     "Channels": "Каналы",
     "Channels and protocol templates": "Каналы и шаблоны протоколов",
     "Channels deleted successfully": "Каналы успешно удалены",
-    "Channels, mappings, and model scope": "Channels, mappings, and model scope",
+    "Channels, mappings, and model scope": "Каналы, сопоставления и область моделей",
     "Character chat, storytelling, persona": "Диалог с персонажем, сторителлинг, персона",
     "Chart Preferences": "Настройки графиков",
     "Chart Settings": "Настройки диаграммы",
@@ -1089,8 +1097,8 @@
     "Continue with OIDC": "Продолжить с OIDC",
     "Continue with Telegram": "Продолжить с Telegram",
     "Continue with WeChat": "Продолжить с WeChat",
-    "Continuous model governance": "Continuous model governance",
-    "Continuously updated": "Continuously updated",
+    "Continuous model governance": "Непрерывное управление моделями",
+    "Continuously updated": "Постоянно обновляется",
     "Contract review, compliance, summarisation": "Анализ контрактов, комплаенс, резюме",
     "Control plane": "Плоскость управления",
     "Control which models are exposed and which groups may use them.": "Управляйте тем, какие модели доступны и какие группы могут их использовать.",
@@ -1154,25 +1162,25 @@
     "Core pricing": "Основные цены",
     "Cost": "Стоимость",
     "Cost and quota engine": "Движок затрат и квот",
-    "Cost and quota governance": "Cost and quota governance",
+    "Cost and quota governance": "Управление стоимостью и квотами",
     "Cost audit": "Аудит затрат",
-    "Cost control": "Cost control",
-    "Cost governance": "Cost governance",
+    "Cost control": "Контроль стоимости",
+    "Cost governance": "Управление стоимостью",
     "Cost in USD per request, regardless of tokens used.": "Стоимость в долларах США за запрос, независимо от использованных токенов.",
     "Cost intelligence": "Интеллект затрат",
     "Cost logic has outgrown token multipliers": "Логика затрат вышла за рамки token-множителей",
-    "Cost operations": "Cost operations",
-    "Cost rule engine": "Cost rule engine",
+    "Cost operations": "Операции со стоимостью",
+    "Cost rule engine": "Механизм правил стоимости",
     "Cost Tracking": "Отслеживание затрат",
     "Count must be between {{min}} and {{max}}": "Количество должно быть от {{min}} до {{max}}",
-    "Coverage": "Coverage",
+    "Coverage": "Охват",
     "Coze": "Coze",
     "CPU Threshold (%)": "Порог CPU (%)",
     "Create": "Создать",
     "Create a copy of:": "Создать копию:",
     "Create a key for your app or service": "Создайте ключ для приложения или сервиса",
     "Create a new user group to configure ratio overrides for.": "Создайте новую группу пользователей для настройки переопределений соотношений.",
-    "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
+    "Create a scoped key for your app, Agent, or workflow": "Создайте ключ с ограниченной областью для приложения, Agent или рабочего процесса",
     "Create account": "Создать аккаунт",
     "Create an account": "Создать аккаунт",
     "Create an API key to unlock the real request": "Создайте API-ключ, чтобы открыть реальный запрос",
@@ -1198,7 +1206,7 @@
     "Create request parameter override rules with a visual editor or raw JSON.": "Создавайте правила переопределения параметров запроса с помощью визуального редактора или необработанного JSON.",
     "Create request parameter override rules without editing raw JSON.": "Создавайте правила переопределения параметров запроса без редактирования raw JSON.",
     "Create reusable bundles of models, tags, endpoints, and user groups to speed up configuration elsewhere in the console.": "Создавайте многократно используемые пакеты моделей, тегов, конечных точек и групп пользователей для ускорения настройки в других частях консоли.",
-    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
+    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Создавайте токены доступа с ограниченной областью для пользователей, приложений, Agent и рабочих процессов, затем задавайте ограничения моделей, квоты, группы, лимиты запросов и политику аудита.",
     "Create succeeded": "Успешно создано",
     "Create user and Agent tokens, assign groups, restrict models, set quotas, and define request limits.": "Создавайте пользовательские и Agent-токены, назначайте группы, ограничивайте модели, задавайте квоты и лимиты запросов.",
     "Create Vendor": "Создать поставщика",
@@ -1287,6 +1295,7 @@
     "Day of month": "День месяца",
     "days": "дней",
     "Days to Retain": "Дней хранения",
+    "Decrement": "Уменьшить",
     "Deducted by subscription": "Списано по подписке",
     "DeepSeek": "DeepSeek",
     "default": "по умолчанию",
@@ -1344,6 +1353,7 @@
     "Delete Models?": "Удалить модели?",
     "Delete Provider": "Удалить провайдер",
     "Delete Request Header": "Удалить заголовок запроса",
+    "Delete row": "Удалить строку",
     "Delete selected API keys": "Удалить выбранные ключи API",
     "Delete selected channels": "Удалить выбранные каналы",
     "Delete selected models": "Удалить выбранные модели",
@@ -1377,7 +1387,7 @@
     "Description is required": "Описание обязательно",
     "Designed and Developed by": "Разработано и создано",
     "designed for scale": "спроектировано для масштабирования",
-    "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
+    "Designed for the continuous operation of AI models and Agents": "Для непрерывной эксплуатации моделей ИИ и Agent",
     "Destination path or URL.": "Путь назначения или URL.",
     "Destroyed": "Уничтожено",
     "Detailed request logs for investigations.": "Подробные журналы запросов для расследований.",
@@ -1545,6 +1555,7 @@
     "Edit chat preset": "Редактировать пресет чата",
     "Edit discount tier": "Редактировать уровень скидки",
     "Edit FAQ": "Редактировать FAQ",
+    "Edit group": "Изменить группу",
     "Edit group rate limit": "Редактировать лимит скорости группы",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Редактируйте JSON-объект напрямую. Подходит для простых переопределений параметров.",
     "Edit JSON text directly. Format will be validated on save.": "Редактируйте JSON-текст напрямую. Формат будет проверен при сохранении.",
@@ -1582,6 +1593,7 @@
     "Enable": "Включить",
     "Enable 2FA": "Включить 2FA",
     "Enable All": "Включить все",
+    "Enable and price audio input before configuring audio output.": "Перед настройкой аудиовыхода включите и укажите цену аудиовхода.",
     "Enable check-in feature": "Включить функцию прибытия",
     "Enable Data Dashboard": "Включить панель данных",
     "Enable demo mode with limited functionality": "Включить демонстрационный режим с ограниченной функциональностью",
@@ -1694,7 +1706,6 @@
     "Enter tag name (optional)": "Введите имя тега (необязательно)",
     "Enter the 6-digit code from your authenticator app": "Введите 6-значный код из вашего приложения-аутентификатора",
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Введите 6-значный одноразовый пароль на основе времени или 8-значный резервный код из вашего приложения-аутентификатора.",
-    "Enter your account password to confirm this sensitive action.": "Введите пароль учетной записи, чтобы подтвердить это конфиденциальное действие.",
     "Enter the complete URL, supports": "Введите полный URL, поддерживает",
     "Enter the Coze agent ID": "Введите ID агента Coze",
     "Enter the full URL of your Gotify server": "Введите полный URL вашего сервера Gotify",
@@ -1709,6 +1720,7 @@
     "Enter username": "Введите имя пользователя",
     "Enter verification code": "Введите проверочный код",
     "Enter webhook secret": "Введите секрет webhook",
+    "Enter your account password to confirm this sensitive action.": "Введите пароль учетной записи, чтобы подтвердить это конфиденциальное действие.",
     "Enter your authenticator code or a backup code": "Введите код аутентификатора или резервный код",
     "Enter your email": "Введите ваш адрес электронной почты",
     "Enter your redemption code": "Введите код активации",
@@ -1774,11 +1786,11 @@
     "expression + rate-card": "выражение + тарифная карта",
     "Expression based": "На основе выражения",
     "Expression billing": "Тарификация по выражению",
-    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
+    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Коэффициенты выражения задают цену в USD за 1 млн токенов. Используйте len для уровней длины контекста и tier(name, value) для обозначения выбранного уровня.",
     "Expression editor": "Редактор выражения",
     "Expression error": "Ошибка выражения",
     "Expression pricing": "Тарификация выражением",
-    "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
+    "Expression pricing for token models and rate-cards for async video tasks.": "Тарификация по выражениям для токен-моделей и тарифные карты для асинхронных видеозадач.",
     "Expressions and task rate-cards": "Выражения и тарифные карты задач",
     "Extend": "Продлить",
     "Extend deployment": "Продлить развертывание",
@@ -1888,7 +1900,7 @@
     "Failed to save announcements": "Не удалось сохранить объявления",
     "Failed to save API info": "Не удалось сохранить информацию API",
     "Failed to save FAQ": "Не удалось сохранить FAQ",
-    "Failed to save tiered billing config": "Failed to save tiered billing config",
+    "Failed to save tiered billing config": "Не удалось сохранить конфигурацию многоуровневого биллинга",
     "Failed to save Uptime Kuma groups": "Не удалось сохранить группы Uptime Kuma",
     "Failed to search API keys": "Не удалось найти API ключи",
     "Failed to search redemption codes": "Не удалось найти коды активации",
@@ -2053,8 +2065,8 @@
     "Free: {{free}} / Total: {{total}}": "Свободно: {{free}} / Всего: {{total}}",
     "Friendly name to identify this channel": "Дружественное имя для идентификации этого канала",
     "From Address": "Отправитель",
-    "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-    "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
+    "From AI model access to Agent lifecycle governance": "От доступа к моделям ИИ к управлению жизненным циклом Agent",
+    "From AI model access to AI Agent governance": "От доступа к моделям ИИ к управлению AI Agent",
     "From IO.NET deployment": "Из развертывания IO.NET",
     "From model invocation to continuous governance": "От вызова моделей к непрерывному управлению",
     "From model redirect, not yet added to models list": "Из перенаправления модели, еще не добавлено в список моделей",
@@ -2114,6 +2126,7 @@
     "Go to io.net API Keys": "Перейти к ключам API io.net",
     "Go to last page": "Перейти на последнюю страницу",
     "Go to next page": "Перейти на следующую страницу",
+    "Go to page {{page}}": "Перейти на страницу {{page}}",
     "Go to previous page": "Перейти на предыдущую страницу",
     "Go to settings": "Перейти к настройкам",
     "Go to Settings": "Перейти к настройкам",
@@ -2122,10 +2135,10 @@
     "Gotify Application Token": "Токен приложения Gotify",
     "Gotify Documentation": "Документация Gotify",
     "Gotify Server URL": "URL-адрес сервера Gotify",
-    "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-    "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-    "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
+    "Govern AI Models, Agents, cost audit, and boundary controls": "Управляйте моделями ИИ, Agent, аудитом стоимости и контролем границ",
+    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Управляйте моделями ИИ, Agent, стоимостью и границами аудита в одном сервисном уровне.",
+    "Govern upstream providers, model mappings, and routing.": "Управляйте вышестоящими поставщиками, сопоставлениями моделей и маршрутизацией.",
+    "Govern users, Agents, and tokens": "Управляйте пользователями, Agent и токенами",
     "Governance": "Управление",
     "governance domains": "домены управления",
     "Governance fabric online": "Сеть управления активна",
@@ -2312,6 +2325,7 @@
     "Incoming path must not include query": "Входящий путь не должен содержать query",
     "Incoming path must start with /": "Входящий путь должен начинаться с /",
     "Incomplete": "Не завершено",
+    "Increment": "Увеличить",
     "Index": "Индекс",
     "Ingress": "Вход",
     "Initial quota given to new users": "Начальная квота, предоставляемая новым пользователям",
@@ -2329,7 +2343,7 @@
     "Input/output content logging can store sensitive user data. Keep it disabled unless your compliance policy allows it.": "Журналирование входного/выходного содержимого может сохранять чувствительные пользовательские данные. Оставьте его отключенным, если это не разрешено вашей политикой соответствия.",
     "Inset": "Встроенная",
     "Inspect requests, errors, and billing details": "Проверяйте запросы, ошибки и детали оплаты",
-    "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
+    "Inspect requests, errors, billing, and audit details": "Проверяйте запросы, ошибки, биллинг и сведения аудита",
     "Inspect user prompts": "Просмотр запросов пользователя",
     "Instance": "Экземпляр",
     "Instance deleted": "Экземпляр удален",
@@ -2340,11 +2354,11 @@
     "Inter-group overrides": "Переопределения между группами",
     "Inter-group ratio overrides": "Переопределения соотношений между группами",
     "Interface Language": "Язык интерфейса",
-    "Internal model console": "Internal model console",
+    "Internal model console": "Внутренняя консоль моделей",
     "Internal Notes": "Внутренние заметки",
     "Internal notes (not shown to users)": "Внутренние заметки (не показываются пользователям)",
     "Internal Server Error!": "Внутренняя ошибка сервера!",
-    "Intuitive cost audit": "Intuitive cost audit",
+    "Intuitive cost audit": "Понятный аудит стоимости",
     "Invalid auto route config": "Недопустимая конфигурация автомаршрута",
     "Invalid auto route key": "Недопустимый ключ автомаршрута",
     "invalid auto route key: {{key}}": "Недопустимый ключ автомаршрута: {{key}}",
@@ -2388,8 +2402,8 @@
     "IP Whitelist (supports CIDR)": "Белый список IP (поддерживает CIDR)",
     "is less than the configured maximum cache size": "меньше настроенного максимального размера кэша",
     "is the default price; ": "— цена по умолчанию; ",
-    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-    "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
+    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Выпускайте API-ключи с ограниченной областью для Agent и рабочих процессов, затем управляйте доступом к моделям, квотами, распределением стоимости, трассировками запросов и видимостью аудита.",
+    "Issue scoped keys for apps, Agents, and workflows": "Выпускайте ключи с ограниченной областью для приложений, Agent и рабочих процессов",
     "Issue scoped tokens for Agents and workflows with model limits, quotas, traceability, and audit visibility.": "Выдавайте scoped-токены для Agents и workflows с лимитами моделей, квотами, трассируемостью и видимостью аудита.",
     "It seems like the page you're looking for": "Похоже, страница, которую вы ищете",
     "Items": "Элементы",
@@ -2420,12 +2434,12 @@
     "Keep channel health, cost audit, task state, logs, admin visibility, and private deployment boundaries explicit over time.": "Сохраняйте явными состояние каналов, аудит затрат, состояние задач, журналы, видимость для администраторов и границы приватного развертывания.",
     "Keep enabled if you need to proxy requests for different upstream accounts.": "Оставьте включённым, если нужно проксировать запросы для разных upstream-аккаунтов.",
     "Keep enough balance before production traffic": "Поддерживайте достаточный баланс перед рабочим трафиком",
-    "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
-    "Keep governance ready": "Keep governance ready",
+    "Keep enough quota before production or Agent traffic": "Поддерживайте достаточную квоту до запуска производственного трафика или трафика Agent",
+    "Keep governance ready": "Поддерживайте готовность управления",
     "Keep keys, users, organizations, groups, model scope, request logs, admin access, retention choices, and operational policy inside an infrastructure layer your team controls.": "Держите ключи, пользователей, организации, группы, область моделей, журналы запросов, доступ администраторов, настройки хранения и операционные политики в инфраструктурном слое под контролем вашей команды.",
     "Keep original value": "Сохранить исходное значение",
     "Keep original value (skip if target exists)": "Сохранить исходное значение (пропустить если цель существует)",
-    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
+    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Храните чувствительные журналы запросов и ответов за административными ограничениями, с явными решениями о сроках хранения и границами соответствия на стороне развертывания.",
     "Keep sensitive request logging, response visibility, retention choices, and admin review inside clear boundaries.": "Удерживайте чувствительные журналы запросов, видимость ответов, выбор хранения и админ-проверку в четких границах.",
     "Keep the platform ready": "Поддерживайте платформу в готовности",
     "Keep this above 1 minute to avoid heavy database load": "Держите это значение выше 1 минуты, чтобы избежать высокой нагрузки на базу данных",
@@ -2517,7 +2531,7 @@
     "LLM Leaderboard": "Рейтинг LLM",
     "LLM prompt helper": "Помощник с промптом для LLM",
     "Load Balancing": "Балансировка нагрузки",
-    "Load example": "Load example",
+    "Load example": "Загрузить пример",
     "Load template...": "Загрузить шаблон...",
     "Loader": "Загрузчик",
     "Loading": "Загрузка",
@@ -2562,7 +2576,7 @@
     "m": "m",
     "Maintenance": "Обслуживание",
     "Make it easier for teammates to pick the right group.": "Упростите выбор правильной группы для товарищей по команде.",
-    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
+    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Сделайте цены моделей, использование токенов, стоимость асинхронных задач, возвраты и распределение стоимости Agent видимыми и проверяемыми.",
     "Manage": "Управление",
     "Manage account bindings for this user": "Управление привязками аккаунта пользователя",
     "Manage Bindings": "Управление привязками",
@@ -2575,7 +2589,7 @@
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "Управление файлами журналов сервера. Файлы журналов накапливаются со временем; рекомендуется регулярная очистка.",
     "Manage subscription plans and pricing.": "Управление планами подписок и ценообразованием.",
     "Manage Subscriptions": "Управление подписками",
-    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
+    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Управляйте правилами многоуровневого биллинга в одном JSON-документе. Сохранение атомарно обновляет режим биллинга и выражение расчета.",
     "Manage Vendors": "Управление поставщиками",
     "Manage your LinuxDO OAuth app": "Управление приложением OAuth LinuxDO",
     "Manage your security settings and account access": "Управление настройками безопасности и доступом к аккаунту",
@@ -2608,7 +2622,7 @@
     "MAX API does not replace model vendors or Agent orchestration frameworks. It gives production AI systems a stable infrastructure layer for access, policy, cost, observability, and operational control.": "MAX API не заменяет поставщиков моделей или фреймворки оркестрации Agents. Он дает production AI-системам стабильный инфраструктурный слой для доступа, политик, затрат, наблюдаемости и операционного контроля.",
     "MAX API governance layer": "Слой управления MAX API",
     "MAX API is not only a proxy. It is the layer where model access, Agent boundaries, routing resilience, settlement, configuration quality, async tasks, logs, and private deployment rules are made explicit.": "MAX API - это не только прокси. Это слой, где доступ к моделям, границы Agent, устойчивость маршрутизации, расчет, качество конфигурации, асинхронные задачи, журналы и правила приватного развертывания становятся явными.",
-    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
+    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API — сервисный уровень для управления моделями ИИ и Agent, который адаптируется к изменениям модельных платформ, правил ценообразования и рабочих нагрузок Agent.",
     "MAX API Project Repository:": "Репозиторий проекта MAX API:",
     "Max Disk Cache Size (MB)": "Макс. размер дискового кэша (МБ)",
     "Max Entries": "Макс. записей",
@@ -2680,13 +2694,13 @@
     "Model access": "Доступ к моделям",
     "Model Access": "Доступ к моделям",
     "Model access fabric": "Сеть доступа к моделям",
-    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
+    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Доступ к моделям, токены Agent, правила биллинга, область аудита и состояние вышестоящих сервисов",
     "Model Analytics": "Аналитика моделей",
     "model and platform ecosystems": "экосистемы моделей и платформ",
     "model billing support": "поддержка биллинга моделей",
     "Model Call Analytics": "Аналитика вызовов моделей",
-    "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
+    "Model catalogs, mappings, API changes, pricing, and task protocols.": "Каталоги и сопоставления моделей, изменения API, цены и протоколы задач.",
+    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Каталоги моделей, каналы поставщиков, сопоставления, разрешения, цены и протоколы задач.",
     "Model context usage": "Использование контекста модели",
     "Model deleted": "Модель удалена",
     "Model deleted successfully": "Модель успешно удалена",
@@ -2697,7 +2711,7 @@
     "Model disabled successfully": "Модель успешно отключена",
     "Model enabled successfully": "Модель успешно включена",
     "Model fixed pricing": "Фиксированная цена модели",
-    "Model governance": "Model governance",
+    "Model governance": "Управление моделями",
     "Model Group": "Группа моделей",
     "model invocation -> continuous governance": "вызов модели -> непрерывное управление",
     "Model Limits": "Лимиты модели",
@@ -2722,16 +2736,16 @@
     "Model Price Not Configured": "Цена модели не настроена",
     "Model prices": "Цены моделей",
     "Model prices reset successfully": "Цены моделей успешно сброшены",
-    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
+    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Цены моделей, выражения биллинга, многоуровневый JSON и тарифные карты задач обновляются по мере изменения вышестоящих цен.",
     "Model Pricing": "Тарификация моделей",
-    "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
+    "model pricing entries, expressions, and rate-card rules": "записи цен моделей, выражения и правила тарифных карт",
     "Model pull failed: {{msg}}": "Ошибка тяги модели: {{msg}}",
     "Model ratio": "Коэффициент модели",
     "Model ratios": "Коэффициенты модели",
     "Model ratios reset successfully": "Соотношения моделей успешно сброшены",
     "Model Regex": "Регулярное выражение модели",
     "Model Regex (one per line)": "Регулярное выражение модели (по одному на строку)",
-    "Model route active": "Model route active",
+    "Model route active": "Маршрут модели активен",
     "Model selected": "Модель выбрана",
     "Model Square": "Витрина моделей",
     "Model Tags": "Теги моделей",
@@ -2777,8 +2791,9 @@
     "Moonshot": "Moonshot",
     "More": "Ещё",
     "More Apps": "Еще",
-    "More compatible APIs": "More compatible APIs",
+    "More compatible APIs": "Другие совместимые API",
     "more mapping": "больше сопоставлений",
+    "More pages": "Другие страницы",
     "More templates...": "Другие шаблоны…",
     "More than 999 days left": "Более 999 дней",
     "More...": "Подробнее...",
@@ -2867,6 +2882,7 @@
     "Next branch": "Следующая ветка",
     "Next page": "Следующая страница",
     "Next reset": "Следующий сброс",
+    "Next slide": "Следующий слайд",
     "No": "Нет",
     "No About Content Set": "Содержимое раздела \"О нас\" не установлено",
     "No Active": "Нет активных",
@@ -3030,7 +3046,7 @@
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "Ненулевые награды за приглашения требуют подтверждения соответствия в настройках платежного шлюза.",
     "None": "Нет",
     "noreply@example.com": "noreply@example.com",
-    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
+    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Нормализуйте OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime и настраиваемые нестандартные протоколы видеозадач.",
     "Normalize OpenAI-compatible chat, Responses, Claude Messages, Gemini, realtime, and async media tasks.": "Нормализуйте OpenAI-совместимый chat, Responses, Claude Messages, Gemini, realtime и асинхронные медиа-задачи.",
     "Normalize submit paths, query paths, task IDs, progress fields, status mapping, error extraction, proxied results, and task-specific pricing for video and other long-running AI jobs.": "Нормализуйте пути отправки и запроса, ID задач, поля прогресса, сопоставление статусов, извлечение ошибок, проксированные результаты и цены задач для видео и других длительных AI-заданий.",
     "Normalized:": "Нормализовано:",
@@ -3067,7 +3083,7 @@
     "Object Prune Rules": "Правила очистки объектов",
     "Observability": "Наблюдаемость",
     "Observe billing and audit": "Наблюдение за биллингом и аудитом",
-    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
+    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Наблюдайте за использованием моделей, стоимостью Agent, задержками, ошибками, повторами, состоянием асинхронных задач и границами аудита в области администратора.",
     "Obtain the API key, merchant ID, and RSA key pair from the Waffo dashboard, and configure the callback URL.": "Получите API-ключ, ID мерчанта и пару RSA-ключей в панели управления Waffo и настройте URL обратного вызова.",
     "Obtain the merchant, store, product and signing keys from your Waffo dashboard. Webhook URL: <ServerAddress>/api/waffo-pancake/webhook": "Получите в панели Waffo ID мерчанта, магазина, товара и ключи подписи. Webhook: <ServerAddress>/api/waffo-pancake/webhook",
     "Ocean Breeze": "Океанский бриз",
@@ -3100,8 +3116,8 @@
     "One API": "Один API",
     "One domain per line": "Один домен на строку",
     "One domain per line (only used when domain restriction is enabled)": "Один домен на строку (используется только при включении ограничения домена)",
-    "One endpoint, any model": "One endpoint, any model",
-    "One governance layer, many model protocols": "One governance layer, many model protocols",
+    "One endpoint, any model": "Одна конечная точка для любой модели",
+    "One governance layer, many model protocols": "Один уровень управления для множества протоколов моделей",
     "One IP or CIDR range per line": "Один IP или диапазон CIDR на строку",
     "One IP per line (empty for no restriction)": "Один IP на строку (пусто для отсутствия ограничений)",
     "one keyword per line": "одно ключевое слово на строку",
@@ -3163,8 +3179,8 @@
     "OpenRouter": "OpenRouter",
     "opens in an external client. Trigger it from the sidebar or API key actions to launch the configured application.": "открывается во внешнем клиенте. Запустите его из боковой панели или действий с ключом API, чтобы запустить настроенное приложение.",
     "Operate AI and Agent workloads": "Эксплуатируйте нагрузки ИИ и Agent",
-    "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
-    "Operating lifecycle": "Operating lifecycle",
+    "Operate AI model access, Agent workloads, billing, and audit": "Эксплуатация доступа к моделям ИИ, рабочих нагрузок Agent, биллинга и аудита",
+    "Operating lifecycle": "Жизненный цикл эксплуатации",
     "Operation": "Операция",
     "operation and charging behavior": "эксплуатацию и взимание платы",
     "Operation failed": "Операция не удалась",
@@ -3227,6 +3243,7 @@
     "Overwritten": "Перезаписано",
     "Page": "Страница",
     "Page {{current}} of {{total}}": "Страница {{current}} из {{total}}",
+    "Pagination": "Постраничная навигация",
     "PaLM": "PaLM",
     "Pan": "Панорама",
     "Pancake": "Pancake",
@@ -3376,7 +3393,6 @@
     "Please confirm that you understand the consequences": "Пожалуйста, подтвердите, что понимаете последствия",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Пожалуйста, включите сервис развертывания моделей io.net и настройте API-ключ в системных настройках.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Пожалуйста, включите двухфакторную аутентификацию или Passkey перед продолжением",
-    "Please enter your password": "Введите пароль",
     "Please enter a name": "Пожалуйста, введите имя",
     "Please enter a new password": "Пожалуйста, введите новый пароль",
     "Please enter a redemption code": "Пожалуйста, введите код активации",
@@ -3398,6 +3414,7 @@
     "Please enter your current password": "Пожалуйста, введите текущий пароль",
     "Please enter your email": "Введите адрес электронной почты",
     "Please enter your email first": "Пожалуйста, сначала введите ваш email",
+    "Please enter your password": "Введите пароль",
     "Please enter your verification code": "Пожалуйста, введите код подтверждения",
     "Please enter your verification code or backup code": "Пожалуйста, введите код подтверждения или резервный код",
     "Please fix JSON errors before saving": "Исправьте ошибки JSON перед сохранением",
@@ -3481,6 +3498,7 @@
     "Previous": "Предыдущий шаг",
     "Previous branch": "Предыдущая ветка",
     "Previous page": "Предыдущая страница",
+    "Previous slide": "Предыдущий слайд",
     "Price": "Цена",
     "Price ($/1K calls)": "Цена ($/1K вызовов)",
     "Price (local currency / USD)": "Цена (местная валюта / USD)",
@@ -3508,7 +3526,7 @@
     "Pricing groups": "Группы тарификации",
     "Pricing mode": "Режим ценообразования",
     "Pricing Ratios": "Коэффициенты ценообразования",
-    "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
+    "pricing rule base and rate-card governance": "база правил ценообразования и управление тарифными картами",
     "Pricing Type": "Тип ценообразования",
     "Primary Model": "Основная модель",
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "Приоритет повторного использования последнего успешного канала на основе ключей из контекста запроса (липкая маршрутизация)",
@@ -3548,7 +3566,7 @@
     "Protect login and registration with Cloudflare Turnstile": "Защитить вход и регистрацию с помощью Cloudflare Turnstile",
     "Protocol": "Протокол",
     "Protocol adaptation": "Адаптация протоколов",
-    "Protocol layer": "Protocol layer",
+    "Protocol layer": "Уровень протоколов",
     "Provide a JSON object where each key maps to an endpoint definition.": "Предоставьте JSON-объект, в котором каждый ключ соответствует определению конечной точки.",
     "Provide a valid URL starting with http:// or https://": "Укажите действительный URL, начинающийся с http:// или https://",
     "Provide Markdown, HTML, or an external URL for the privacy policy": "Укажите Markdown, HTML или внешний URL для политики конфиденциальности",
@@ -3557,13 +3575,13 @@
     "Provide per-model header overrides as JSON. Useful for enabling beta features such as expanded context windows.": "Предоставьте переопределения заголовков для каждой модели в формате JSON. Полезно для включения бета-функций, таких как расширенные окна контекста.",
     "Provider": "Провайдер",
     "Provider & data privacy": "Поставщик и конфиденциальность",
-    "Provider & platform adaptation": "Provider & platform adaptation",
+    "Provider & platform adaptation": "Адаптация поставщиков и платформ",
     "Provider and protocol drift is constant": "Поставщики и протоколы постоянно меняются",
     "Provider created successfully": "Поставщик успешно создан",
     "Provider deleted successfully": "Поставщик успешно удален",
     "provider ecosystems": "экосистемы провайдеров",
     "Provider Name": "Имя поставщика",
-    "Provider protocol governance": "Provider protocol governance",
+    "Provider protocol governance": "Управление протоколами поставщиков",
     "Provider type (OpenAI, Anthropic, etc.)": "Тип провайдера (OpenAI, Anthropic и т.д.)",
     "Provider updated successfully": "Поставщик успешно обновлен",
     "Provider-specific endpoint, account, and compatibility settings.": "Настройки endpoint, аккаунта и совместимости для конкретного провайдера.",
@@ -3599,18 +3617,18 @@
     "Quick insert common payment methods": "Быстрая вставка распространенных способов оплаты",
     "Quick Range": "Быстрый диапазон",
     "Quick Setup from Preset": "Быстрая настройка из предустановки",
-    "Quickstart": "Quickstart",
+    "Quickstart": "Быстрый старт",
     "Quota": "Квота",
     "Quota ({{currency}})": "Квота ({{currency}})",
-    "quota + refund": "quota + refund",
+    "quota + refund": "квота + возврат",
     "Quota adjusted successfully": "Квота успешно изменена",
-    "Quota must be a safe integer within the supported range": "Квота должна быть безопасным целым числом в поддерживаемом диапазоне",
     "Quota consumed before charging users": "Квота, потребляемая до взимания платы с пользователей",
     "Quota Distribution": "Распределение квоты",
     "Quota given to invited users": "Квота, предоставляемая приглашенным пользователям",
     "Quota given to users who invite others": "Квота, предоставляемая пользователям, которые приглашают других",
     "Quota limits": "Лимиты квот",
     "Quota must be a positive number": "Квота должна быть положительным числом",
+    "Quota must be a safe integer within the supported range": "Квота должна быть безопасным целым числом в поддерживаемом диапазоне",
     "Quota must be zero or greater": "Квота не может быть отрицательной",
     "Quota Per Unit": "Квота на единицу",
     "Quota reminder (tokens)": "Напоминание о квоте (токены)",
@@ -3646,8 +3664,8 @@
     "Raw Quota": "Исходная квота",
     "Re-enable on success": "Повторно включить при успехе",
     "Re-login": "Повторный вход",
-    "Readable cost governance": "Readable cost governance",
-    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
+    "Readable cost governance": "Понятное управление стоимостью",
+    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Понятные цены моделей, движение квот, тарифные карты задач, возвраты и распределение использования.",
     "Ready": "Готово",
     "Ready to initialize": "Готов к инициализации",
     "Ready to simplify": "Готовы упростить",
@@ -3752,6 +3770,7 @@
     "Remove rule group": "Удалить группу правил",
     "Remove string prefix": "Удалить префикс строки",
     "Remove string suffix": "Удалить суффикс строки",
+    "Remove tag": "Удалить тег",
     "Remove the target field": "Удалить целевое поле",
     "Remove tier": "Удалить уровень",
     "Removed": "Удалено",
@@ -3823,7 +3842,7 @@
     "Requires Record quota usage to be enabled in Operations > Log Maintenance.": "Требуется включить «Записывать использование квоты» в разделе Операции > Журнал обслуживания.",
     "Rerank": "Переранжировать",
     "Reroll": "Повторить",
-    "Research assistant": "Research assistant",
+    "Research assistant": "Исследовательский ассистент",
     "Research groups and university teams building AI systems": "Исследовательские группы и университетские команды, создающие AI-системы",
     "Research-driven AI infrastructure project": "Исследовательский проект инфраструктуры ИИ",
     "Research, analysis, scientific reasoning": "Исследования, анализ, научные рассуждения",
@@ -3892,7 +3911,7 @@
     "Reveal key": "Показать ключ",
     "Revenue": "Доход",
     "Review & initialize": "Проверить и инициализировать",
-    "Review model prices and task rate-cards": "Review model prices and task rate-cards",
+    "Review model prices and task rate-cards": "Проверяйте цены моделей и тарифные карты задач",
     "Review model rates before scaling traffic": "Проверьте тарифы моделей перед масштабированием трафика",
     "Review quota settlement, model prices, async task states, latency, errors, request logs, and admin-only audit data.": "Проверяйте расчет квот, цены моделей, состояния асинхронных задач, задержку, ошибки, журналы запросов и данные аудита только для администраторов.",
     "Review your payment details": "Проверьте свои платежные данные",
@@ -3908,7 +3927,7 @@
     "Route active": "Маршрут активен",
     "Route applications through one access layer for OpenAI-compatible APIs, Responses, Claude Messages, Gemini, Azure, Bedrock, Vertex, Ollama, embeddings, rerank, images, audio, realtime, and model discovery.": "Направляйте приложения через единый слой доступа для OpenAI-compatible APIs, Responses, Claude Messages, Gemini, Azure, Bedrock, Vertex, Ollama, embeddings, rerank, images, audio, realtime и model discovery.",
     "Route by group, weight, model, channel state, retries, pre-charge policy, and operational limits.": "Маршрутизируйте по группе, весу, модели, состоянию канала, повторам, политике предсписания и операционным лимитам.",
-    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
+    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Маршрутизируйте по модели, группе, весу, состоянию канала и политике отказов с повторами, предварительным списанием, возвратами, ограничениями и операционной видимостью.",
     "Route Description": "Описание маршрута",
     "Route every request through policy": "Маршрутизация каждого запроса через политику",
     "Route group order": "Порядок групп маршрута",
@@ -3921,10 +3940,10 @@
     "Routes": "Маршруты",
     "Routing": "Маршрутизация",
     "Routing & Overrides": "Маршрутизация и переопределения",
-    "Routing and reliability governance": "Routing and reliability governance",
+    "Routing and reliability governance": "Управление маршрутизацией и надежностью",
     "Routing fabric": "Маршрутизирующая сеть",
     "Routing matrix": "Матрица маршрутизации",
-    "Routing policy": "Routing policy",
+    "Routing policy": "Политика маршрутизации",
     "Routing resilience": "Устойчивость маршрутизации",
     "Routing resilience and fallback": "Устойчивость маршрутизации и fallback",
     "Routing Strategy": "Стратегия маршрутизации",
@@ -3996,7 +4015,7 @@
     "Save task rate cards": "Сохранить тарифные карты задач",
     "Save these backup codes in a safe place. Each code can only be used once.": "Сохраните эти резервные коды в безопасном месте. Каждый код может быть использован только один раз.",
     "Save these codes in a safe place. Each code can only be used once.": "Сохраните эти коды в безопасном месте. Каждый код может быть использован только один раз.",
-    "Save tiered billing": "Save tiered billing",
+    "Save tiered billing": "Сохранить многоуровневый биллинг",
     "Save token limits": "Сохранить лимиты токенов",
     "Save tool prices": "Сохранить цены инструментов",
     "Save Waffo Pancake settings": "Сохранить настройки Waffo Pancake",
@@ -4012,11 +4031,12 @@
     "Scheduled full test": "Полная проверка по расписанию",
     "Scheduled full test probes non-manually-disabled channels; passive recovery only checks auto-disabled channels after real request failures.": "Полная проверка по расписанию проверяет каналы, не отключенные вручную; пассивное восстановление проверяет только автоматически отключенные каналы после сбоев реальных запросов.",
     "scheduling controls": "механизмов управления маршрутизацией",
-    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
+    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Схема: имени модели соответствует { enabled, expr }. Отключенные записи исключают модель из многоуровневого биллинга, сохраняя JSON видимым до сохранения.",
     "Science": "Наука",
     "Scope": "Область",
     "scope + quota": "область + квота",
     "Scopes": "Области доступа",
+    "Scroll to bottom": "Прокрутить вниз",
     "Search": "Поиск",
     "Search by name or URL...": "Поиск по имени или URL...",
     "Search by order number...": "Поиск по номеру заказа...",
@@ -4054,8 +4074,9 @@
     "Security boundary": "Граница безопасности",
     "Security Check": "Проверка безопасности",
     "Security verification": "Подтверждение безопасности",
-    "Seedance": "Seedance",
+    "Seedance": "Seedance (генерация видео)",
     "Select": "Выбрать",
+    "Select {{item}}": "Выбрать {{item}}",
     "Select a color": "Выбрать цвет",
     "Select a group": "Выбрать группу",
     "Select a group type": "Выбрать тип группы",
@@ -4283,12 +4304,12 @@
     "Standard price": "Стандартная цена",
     "Start": "Начало",
     "Start a conversation to see messages here": "Начните разговор, чтобы увидеть сообщения здесь",
-    "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
+    "Start AI Models and Agents governance in minutes": "Запустите управление моделями ИИ и Agent за несколько минут",
     "Start collecting payments globally without registering a company. Built for indie developers, OPC sole proprietorships, and startups. Waffo Pancake acts as your Merchant of Record, taking on the compliance burden of global payment collection — consumption tax, invoicing, subscription management, refunds, and chargebacks. Solo developers can launch fast and stay focused on product instead of compliance. Onboard in minutes — one prompt to a full integration.": "Начните принимать платежи по всему миру без регистрации компании. Подходит для независимых разработчиков, индивидуальных предпринимателей OPC и стартапов. Waffo Pancake выступает как Merchant of Record и берет на себя комплаенс глобального приема платежей: потребительские налоги, выставление счетов, управление подписками, возвраты и чарджбеки. Одиночные разработчики могут быстро запуститься и сосредоточиться на продукте, а не на комплаенсе. Подключение за минуты — от одного запроса до полной интеграции.",
     "Start for free with generous limits. No credit card required.": "Начните бесплатно с щедрыми лимитами. Кредитная карта не требуется.",
-    "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
+    "Start governing model and Agent traffic in minutes": "Начните управлять трафиком моделей и Agent за несколько минут",
     "Start Time": "Время начала",
-    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
+    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Начните с самостоятельно размещенного шлюза, затем улучшайте маршрутизацию моделей, правила ценообразования, границы аудита и видимость рабочих нагрузок Agent по мере роста использования ИИ.",
     "Start with unified access, then add model governance, Agent boundaries, billing rules, and audit visibility as usage grows.": "Начните с единого доступа, затем по мере роста добавляйте управление моделями, границы Agent, правила биллинга и видимость аудита.",
     "Started": "Запущен",
     "STARTTLS": "STARTTLS",
@@ -4459,7 +4480,7 @@
     "Task query path, must include one of {task_id}, {operation_name}, or {upstream_task_id}": "Путь запроса задачи должен содержать {task_id}, {operation_name} или {upstream_task_id}",
     "Task Rate Cards": "Тарифные карты задач",
     "Task rate-cards": "Rate-cards задач",
-    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
+    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Отправка задач, опрос состояния, сопоставление статусов, обработка ошибок, проксирование результатов и настраиваемые вышестоящие пути.",
     "Task submit": "Отправка задачи",
     "Tasks": "Задачи",
     "Tasks currently pending or running.": "Задачи, которые ожидают или выполняются сейчас.",
@@ -4597,9 +4618,9 @@
     "Tier name": "Название уровня",
     "Tiered": "Ступенчато",
     "Tiered (billing expression)": "Ступенчато (платёжное выражение)",
-    "Tiered Billing": "Tiered Billing",
-    "Tiered billing configuration saved": "Tiered billing configuration saved",
-    "Tiered billing JSON": "Tiered billing JSON",
+    "Tiered Billing": "Многоуровневый биллинг",
+    "Tiered billing configuration saved": "Конфигурация многоуровневого биллинга сохранена",
+    "Tiered billing JSON": "JSON многоуровневого биллинга",
     "Tiered price table": "Тариф по уровням",
     "Tiered pricing": "Многоуровневая тарификация",
     "tiers": "уровни",
@@ -4626,17 +4647,19 @@
     "Today": "Сегодня",
     "Toggle columns": "Переключить столбцы",
     "Toggle navigation menu": "Переключить меню навигации",
+    "Toggle password visibility": "Показать или скрыть пароль",
     "Toggle plan": "Переключить план",
+    "Toggle Sidebar": "Показать или скрыть боковую панель",
     "Toggle theme": "Переключить тему",
     "Token": "Токен",
-    "token + audit": "token + audit",
-    "token + model scope": "token + model scope",
+    "token + audit": "токен + аудит",
+    "token + model scope": "токен + область моделей",
     "Token Breakdown": "Детализация токенов",
     "Token Endpoint": "Конечная точка токена",
     "Token Endpoint (Optional)": "Конечная точка токена (необязательно)",
     "Token estimator": "Оценка токенов",
     "Token group": "Группа токена",
-    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
+    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Изоляция токенов, область моделей, квоты и стоимость, устойчивость маршрутизации, журналы использования и границы аудита.",
     "Token Limits": "Лимиты токенов",
     "Token management": "Управление токенами",
     "Token Management": "Управление токенами",
@@ -4655,7 +4678,7 @@
     "Token regenerated and copied to clipboard": "Токен перегенерирован и скопирован в буфер обмена",
     "Token scope": "Область токена",
     "Token scope, quota, model access, routing policy, request trace, and admin audit boundaries.": "Область токена, квота, доступ к моделям, политика маршрутизации, трассировка запросов и границы админ-аудита.",
-    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
+    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Области токенов, доступ к моделям, распределение стоимости, область аудита и видимость рабочих нагрузок.",
     "Token share by model author across the last 24 hours": "Доля токенов по автору модели за последние 24 часа",
     "Token share by model author across the past few weeks": "Доля токенов по автору модели за последние недели",
     "Token share by model author across the past month": "Доля токенов по автору модели за последний месяц",
@@ -4798,8 +4821,8 @@
     "Unified AI gateway": "Единый AI-шлюз",
     "Unified AI model entrance": "Единый вход для AI-моделей",
     "Unified API Gateway for": "Единый API-шлюз для",
-    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
+    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Объедините доступ, маршрутизацию, биллинг, наблюдаемость и аудит моделей ИИ и рабочих нагрузок Agent в одном самостоятельно размещенном сервисном уровне.",
+    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Объедините каталоги моделей, сопоставления каналов, групповой доступ, правила ценообразования и возможности мультимодальных задач у авторизованных поставщиков.",
     "Unify OpenAI-compatible APIs, Responses, Claude, Gemini, Azure, Bedrock, Vertex, Ollama, domestic platforms, and multimodal endpoints behind one governed entrance.": "Объединяйте OpenAI-compatible APIs, Responses, Claude, Gemini, Azure, Bedrock, Vertex, Ollama, локальные платформы и мультимодальные endpoints за одним управляемым входом.",
     "Unify provider channels, model aliases, group permissions, upstream protocols, and health-aware routing.": "Объединяйте каналы провайдеров, псевдонимы моделей, групповые права, апстрим-протоколы и маршрутизацию с учетом состояния.",
     "Unique identifier for this group.": "Уникальный идентификатор для этой группы.",
@@ -4832,7 +4855,7 @@
     "Update configuration": "Обновить конфигурацию",
     "Update failed": "Обновление не удалось",
     "Update Model": "Обновить модель",
-    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
+    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Обновляйте конфигурации моделей, ценовые выражения, тарифные карты и шаблоны протоколов по мере изменения вышестоящих сервисов.",
     "Update model configuration and click save when you're done.": "Обновите конфигурацию модели и нажмите сохранить, когда закончите.",
     "Update plan info": "Обновить информацию о плане",
     "Update Provider": "Обновить поставщика",
@@ -4871,11 +4894,11 @@
     "Upstream path is required": "Путь upstream обязателен",
     "Upstream path must be a full URL or a path starting with /": "Путь upstream должен быть полным URL или путем, начинающимся с /",
     "Upstream platforms": "Upstream-платформы",
-    "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
+    "upstream platforms and compatible model ecosystems": "вышестоящие платформы и совместимые экосистемы моделей",
     "Upstream price sync": "Синхронизация цен upstream",
     "Upstream prices fetched successfully": "Цены провайдера успешно получены",
     "upstream provider ecosystems": "экосистемы вышестоящих провайдеров",
-    "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
+    "upstream providers and compatible model platforms": "вышестоящие поставщики и совместимые модельные платформы",
     "Upstream ratios fetched successfully": "Коэффициенты upstream успешно получены",
     "Upstream Request ID": "ID вышестоящего запроса",
     "Upstream Response": "Ответ Upstream",
@@ -4917,7 +4940,7 @@
     "Use our unified OpenAI-compatible endpoint in your applications": "Используйте наш единый OpenAI-совместимый эндпоинт в ваших приложениях",
     "Use Passkey to sign in without entering your password.": "Используйте ключ доступа для входа без ввода пароля.",
     "Use presets or upstream discovery to populate the model list faster.": "Используйте пресеты или обнаружение upstream, чтобы быстрее заполнить список моделей.",
-    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
+    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Используйте ценовые выражения для токен-моделей и параметризованные тарифные карты для длительных мультимодальных задач.",
     "Use route keys like auto, auto:fast, or auto:cheap. Groups must be real billing groups.": "Используйте ключи маршрутов вроде auto, auto:fast или auto:cheap. Группы должны быть реальными группами тарификации.",
     "Use secure connection when sending emails": "Использовать безопасное соединение при отправке электронных писем",
     "Use sidebar shortcut": "Использовать ярлык боковой панели",
@@ -4925,8 +4948,8 @@
     "Use the optional vendor field to partition video models by provider while keeping the model-key JSON structure.": "Используйте необязательное поле vendor, чтобы разделять видеомодели по провайдерам, сохраняя JSON-структуру по ключам моделей.",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "Используйте таблицу групп тарификации, чтобы управлять коэффициентом и отображением группы в списке создания токена.",
     "Use this callback URL pattern when registering a custom OAuth provider.": "Используйте этот шаблон URL обратного вызова при регистрации пользовательского поставщика OAuth.",
-    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
+    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Используйте эту консоль для операционного контроля вышестоящих каналов, локальных адаптаций моделей, токенов Agent, стоимости и области административного аудита.",
+    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Используйте эту консоль для операционного контроля вышестоящих каналов, адаптаций моделей, пользовательских токенов, стоимости и области аудита.",
     "Use this token for API authentication": "Используйте этот токен для аутентификации API",
     "Use your Passkey": "Используйте свой ключ доступа",
     "used": "использовано",
@@ -5008,7 +5031,7 @@
     "Verification required to reveal the saved key.": "Требуется подтверждение для отображения сохраненного ключа.",
     "Verify": "Проверить",
     "Verify and Sign In": "Подтвердить и войти",
-    "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
+    "Verify model routing and billing with Playground": "Проверьте маршрутизацию моделей и биллинг в Playground",
     "Verify routing with Playground or your client": "Проверьте маршрутизацию через Playground или ваш клиент",
     "Verify Setup": "Проверить настройку",
     "Verify your database connection": "Проверьте подключение к базе данных",
@@ -5022,8 +5045,8 @@
     "Video": "Видео",
     "Video length in seconds": "Длительность видео в секундах",
     "Video Remix": "Ремикс видео",
-    "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-    "video task channels and protocol templates": "video task channels and protocol templates",
+    "video task adapters, status mappings, and protocol paths": "адаптеры видеозадач, сопоставления статусов и пути протоколов",
+    "video task channels and protocol templates": "каналы видеозадач и шаблоны протоколов",
     "Video Task Protocol": "Протокол видеозадач",
     "Vidu": "Vidu",
     "View": "Просмотр",
diff --git a/web/default/src/i18n/locales/vi.json b/web/default/src/i18n/locales/vi.json
index 9eedd0b..238b69d 100644
--- a/web/default/src/i18n/locales/vi.json
+++ b/web/default/src/i18n/locales/vi.json
@@ -23,6 +23,7 @@
     "{\"original-model\": \"replacement-model\"}": "{\"original-model\": \"replacement-model\"}",
     "{{category}} Models": "Mô hình {{category}}",
     "{{completed}}/{{total}} completed": "Đã hoàn tất {{completed}}/{{total}}",
+    "{{count}} {{entity}} selected. Bulk actions toolbar is available.": "Đã chọn {{count}} {{entity}}. Thanh thao tác hàng loạt hiện khả dụng.",
     "{{count}} channel(s) deleted": "Đã xóa {{count}} kênh",
     "{{count}} channel(s) disabled": "Đã tắt {{count}} kênh",
     "{{count}} channel(s) enabled": "Đã bật {{count}} kênh",
@@ -38,10 +39,12 @@
     "{{count}} IP(s)": "{{count}} IP",
     "{{count}} log entries removed.": "Đã xóa {{count}} mục nhật ký.",
     "{{count}} minutes ago": "{{count}} phút trước",
+    "{{count}} model(s)": "{{count}} mô hình",
     "{{count}} models": "{{count}} mô hình",
     "{{count}} months ago": "{{count}} tháng trước",
     "{{count}} more": "thêm {{count}}",
     "{{count}} override": "{{count}} ghi đè",
+    "{{count}} selected": "Đã chọn {{count}}",
     "{{count}} selected targets available for bulk copy.": "Có {{count}} mục tiêu đã chọn để sao chép hàng loạt.",
     "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
     "{{count}} tiers": "{{count}} bậc",
@@ -49,6 +52,7 @@
     "{{count}} weeks ago": "{{count}} tuần trước",
     "{{field}} updated to {{value}}": "{{field}} đã cập nhật thành {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} đã cập nhật thành {{value}} cho nhãn: {{tag}}",
+    "{{item}} option preview": "Xem trước tùy chọn {{item}}",
     "{{modality}} not supported": "Không hỗ trợ {{modality}}",
     "{{modality}} supported": "Hỗ trợ {{modality}}",
     "{{n}} model(s) selected": "Đã chọn {{n}} model",
@@ -60,6 +64,7 @@
     "{{routeContext}} groups must not be empty": "Các nhóm {{routeContext}} không được để trống",
     "{{routeContext}} groups must not exceed 64 entries": "Các nhóm {{routeContext}} không được vượt quá 64 mục",
     "{{success}} succeeded, {{failed}} failed": "{{success}} thành công, {{failed}} thất bại",
+    "{{title}} usage: {{percent}}%": "Mức sử dụng {{title}}: {{percent}}%",
     "{{value}}ms": "{{value}} ms",
     "{{value}}s": "{{value}} s",
     "@lobehub/icons key": "@lobehub/icons khóa",
@@ -103,6 +108,7 @@
     "24 hours ago": "24 giờ trước",
     "29 Days": "29 ngày",
     "3. Enter your Gotify server URL and token above": "3. Nhập URL máy chủ Gotify và mã thông báo của bạn ở trên",
+    "30 day uptime {{percent}}%": "Thời gian hoạt động trong 30 ngày: {{percent}}%",
     "30 Days": "30 ngày",
     "30 days ago": "30 ngày trước",
     "30d change": "Thay đổi 30 ngày",
@@ -113,7 +119,7 @@
     "7 days ago": "7 ngày trước",
     "80,443,8080": "80,443,8080",
     "A billing multiplier. Lower ratios mean lower API call costs.": "Hệ số tính phí. Tỷ lệ càng thấp thì chi phí gọi API càng thấp.",
-    "A focused home for Agent keys, model access, balance, routing, and service health.": "A focused home for Agent keys, model access, balance, routing, and service health.",
+    "A focused home for Agent keys, model access, balance, routing, and service health.": "Không gian tập trung cho khóa Agent, quyền truy cập mô hình, số dư, định tuyến và tình trạng dịch vụ.",
     "A focused home for keys, balance, routing, and service health.": "Trang tổng quan tập trung cho khóa, số dư, định tuyến và trạng thái dịch vụ.",
     "A governance layer between demand and model supply": "Lớp quản trị giữa nhu cầu và nguồn cung mô hình",
     "A live control layer for high-volume AI operations": "Lớp điều khiển trực tiếp cho vận hành AI lưu lượng lớn",
@@ -173,7 +179,7 @@
     "Add Announcement": "Thêm Thông báo",
     "Add API": "Thêm API",
     "Add API Shortcut": "Thêm lối tắt API",
-    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.",
+    "Add authorized provider keys, model catalogs, model mappings, custom paths, task protocols, and channel groups.": "Thêm khóa nhà cung cấp được ủy quyền, danh mục mô hình, ánh xạ mô hình, đường dẫn tùy chỉnh, giao thức tác vụ và nhóm kênh.",
     "Add authorized upstream keys, compatible API bases, model mappings, custom task paths, and provider groups.": "Thêm khóa thượng nguồn được ủy quyền, API base tương thích, ánh xạ mô hình, đường dẫn tác vụ tùy chỉnh và nhóm nhà cung cấp.",
     "Add auto group": "Thêm nhóm tự động",
     "Add auto route": "Thêm tuyến tự động",
@@ -271,8 +277,8 @@
     "agent governance category suffix": " categories",
     "Agent ID *": "Mã đại lý *",
     "Agent key configured": "Agent key configured",
-    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Agent token scopes, model access, audit visibility, retention, and admin controls.",
-    "Agent tokens, traces, and workload cost": "Agent tokens, traces, and workload cost",
+    "Agent token scopes, model access, audit visibility, retention, and admin controls.": "Phạm vi token Agent, quyền truy cập mô hình, khả năng hiển thị kiểm toán, thời gian lưu giữ và kiểm soát quản trị.",
+    "Agent tokens, traces, and workload cost": "Token Agent, dấu vết và chi phí khối lượng công việc",
     "Agent workflow": "Quy trình Agent",
     "AgentOps": "Vận hành Agent",
     "AgentOps boundary": "AgentOps boundary",
@@ -300,18 +306,18 @@
     "AI gateway · AgentOps": "AI gateway · AgentOps",
     "AI gateway and AgentOps control plane": "Cổng AI và mặt phẳng điều khiển AgentOps",
     "AI governance operations plane": "AI governance operations plane",
-    "AI model and Agent governance": "AI model and Agent governance",
-    "AI model and Agent governance infrastructure": "AI model and Agent governance infrastructure",
+    "AI model and Agent governance": "Quản trị mô hình AI và Agent",
+    "AI model and Agent governance infrastructure": "Hạ tầng quản trị mô hình AI và Agent",
     "AI model asset governance": "AI model asset governance",
     "AI model governance · AgentOps": "AI model governance · AgentOps",
     "AI model governance · AgentOps · Application infrastructure": "AI model governance · AgentOps · Application infrastructure",
-    "AI model governance and AgentOps console": "AI model governance and AgentOps console",
+    "AI model governance and AgentOps console": "Bảng điều khiển quản trị mô hình AI và AgentOps",
     "AI model routing, billing, and AgentOps control plane": "Mặt phẳng điều khiển định tuyến mô hình AI, tính phí và AgentOps",
     "AI model testing environment": "Môi trường thử nghiệm mô hình AI",
     "AI models": "mô hình AI",
     "AI Models · Agents governance": "AI Models · Agents governance",
-    "AI Models and Agents governance console": "AI Models and Agents governance console",
-    "AI Models and Agents governance infrastructure": "AI Models and Agents governance infrastructure",
+    "AI Models and Agents governance console": "Bảng điều khiển quản trị mô hình AI và Agent",
+    "AI Models and Agents governance infrastructure": "Hạ tầng quản trị mô hình AI và Agent",
     "AI models supported": "Các mô hình AI được hỗ trợ",
     "AI products now sit on top of many model platforms, Agent workflows, user systems, billing rules, and security expectations. MAX API turns those moving parts into one operational layer instead of repeated glue code.": "Sản phẩm AI hiện chạy trên nhiều nền tảng mô hình, quy trình Agent, hệ thống người dùng, quy tắc tính phí và yêu cầu bảo mật. MAX API gom các phần biến động đó thành một lớp vận hành thay vì lặp lại mã kết nối.",
     "AI Proxy": "AI Proxy",
@@ -591,7 +597,7 @@
     "AWS": "AWS",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude tương thích",
     "AWS Key Format": "Định dạng khóa AWS",
-    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.",
+    "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, domestic platforms, and OpenAI-compatible APIs.": "AWS, Azure, Vertex, Ollama, Codex, Dify, RAGFlow, Kling, Seedance, các nền tảng trong nước và API tương thích OpenAI.",
     "Azure": "Azure",
     "AZURE_OPENAI_ENDPOINT *": "AZURE_OPENAI_ENDPOINT *",
     "Back": "Quay lại",
@@ -659,6 +665,7 @@
     "Billing": "Tính phí",
     "Billing & Payment": "Thanh toán & chi phí",
     "Billing and cost audit": "Tính phí và kiểm toán chi phí",
+    "Billing and group ratios are calculated from the real group that handles the request.": "Phí và tỷ lệ nhóm được tính theo nhóm thật xử lý yêu cầu.",
     "Billing currency": "Loại tiền thanh toán",
     "Billing Details": "Chi tiết thanh toán",
     "Billing governance": "Quản trị tính phí",
@@ -667,7 +674,6 @@
     "Billing Mode": "Chế độ thanh toán",
     "Billing Process": "Quá trình tính phí",
     "Billing Source": "Nguồn thanh toán",
-    "Billing and group ratios are calculated from the real group that handles the request.": "Phí và tỷ lệ nhóm được tính theo nhóm thật xử lý yêu cầu.",
     "billing-aware model rules": "quy tắc mô hình có nhận thức tính phí",
     "billing-aware models": "mô hình có nhận thức tính phí",
     "Bind": "Buộc",
@@ -701,6 +707,7 @@
     "Bound product:": "Sản phẩm đã liên kết:",
     "Bound store:": "Cửa hàng đã liên kết:",
     "Boundary control": "Boundary control",
+    "Breadcrumb": "Điều hướng phân cấp",
     "Bring channels back online after successful checks": "Khôi phục các kênh trực tuyến sau khi kiểm tra thành công",
     "Browse and compare": "Duyệt và so sánh",
     "Browse available models and pricing": "Duyệt mô hình khả dụng và giá",
@@ -710,16 +717,17 @@
     "Budget Tokens Ratio": "Tỷ lệ Mã thông báo Ngân sách",
     "Budgets": "Ngân sách",
     "Build on your API gateway in minutes": "Xây dựng trên cổng API của bạn trong vài phút",
-    "Build the governance layer between apps, Agents, and models": "Build the governance layer between apps, Agents, and models",
-    "Build the governance layer for AI models and Agents": "Build the governance layer for AI models and Agents",
+    "Build the governance layer between apps, Agents, and models": "Xây dựng lớp quản trị giữa ứng dụng, Agent và mô hình",
+    "Build the governance layer for AI models and Agents": "Xây dựng lớp quản trị cho mô hình AI và Agent",
     "Build with the MAX API Next community": "Xây dựng cùng cộng đồng MAX API Next",
     "Built by the MAX API Next community": "Được xây dựng bởi cộng đồng MAX API Next",
-    "Built for AI model and Agent governance": "Built for AI model and Agent governance",
+    "Built for AI model and Agent governance": "Được xây dựng cho quản trị mô hình AI và Agent",
     "Built for developers,": "Được xây dựng cho nhà phát triển,",
-    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.",
+    "Built for teams running AI applications across domestic model platforms, international providers, and Agent workloads: unified model access, routing, billing, observability, and admin-scoped audit in one deployable governance layer.": "Dành cho các nhóm vận hành ứng dụng AI trên nền tảng mô hình trong nước, nhà cung cấp quốc tế và khối lượng công việc Agent: hợp nhất truy cập mô hình, định tuyến, thanh toán, quan sát và kiểm toán theo phạm vi quản trị trong một lớp quản trị có thể triển khai.",
     "Built-in": "Tích hợp sẵn",
     "Built-in Device": "Thiết bị tích hợp",
     "Built-in: phone fingerprint/face, or Windows Hello; External: USB security key": "Tích hợp sẵn: vân tay/khuôn mặt điện thoại, hoặc Windows Hello; Bên ngoài: khóa bảo mật USB",
+    "Bulk actions for {{count}} selected {{entity}}": "Thao tác hàng loạt cho {{count}} {{entity}} đã chọn",
     "by": "by",
     "By category": "Theo danh mục",
     "By clicking sign in, you agree to our": "Khi nhấn đăng nhập, bạn đồng ý với",
@@ -810,7 +818,7 @@
     "Channels": "Kênh",
     "Channels and protocol templates": "Kênh và mẫu giao thức",
     "Channels deleted successfully": "Xóa kênh thành công",
-    "Channels, mappings, and model scope": "Channels, mappings, and model scope",
+    "Channels, mappings, and model scope": "Kênh, ánh xạ và phạm vi mô hình",
     "Character chat, storytelling, persona": "Trò chuyện nhân vật, kể chuyện, nhân cách hoá",
     "Chart Preferences": "Tùy chọn biểu đồ",
     "Chart Settings": "Cài đặt Biểu đồ",
@@ -1154,7 +1162,7 @@
     "Core pricing": "Giá cốt lõi",
     "Cost": "Chi phí",
     "Cost and quota engine": "Bộ máy chi phí và hạn mức",
-    "Cost and quota governance": "Cost and quota governance",
+    "Cost and quota governance": "Quản trị chi phí và hạn ngạch",
     "Cost audit": "Kiểm toán chi phí",
     "Cost control": "Cost control",
     "Cost governance": "Cost governance",
@@ -1172,7 +1180,7 @@
     "Create a copy of:": "Tạo bản sao của:",
     "Create a key for your app or service": "Tạo khóa cho ứng dụng hoặc dịch vụ của bạn",
     "Create a new user group to configure ratio overrides for.": "Tạo một nhóm người dùng mới để cấu hình ghi đè tỷ lệ.",
-    "Create a scoped key for your app, Agent, or workflow": "Create a scoped key for your app, Agent, or workflow",
+    "Create a scoped key for your app, Agent, or workflow": "Tạo khóa có giới hạn phạm vi cho ứng dụng, Agent hoặc quy trình làm việc",
     "Create account": "Tạo tài khoản",
     "Create an account": "Tạo tài khoản",
     "Create an API key to unlock the real request": "Tạo khóa API để mở yêu cầu thật",
@@ -1198,7 +1206,7 @@
     "Create request parameter override rules with a visual editor or raw JSON.": "Tạo quy tắc ghi đè tham số yêu cầu bằng trình soạn trực quan hoặc JSON thô.",
     "Create request parameter override rules without editing raw JSON.": "Tạo quy tắc ghi đè tham số yêu cầu mà không cần sửa JSON thô.",
     "Create reusable bundles of models, tags, endpoints, and user groups to speed up configuration elsewhere in the console.": "Tạo các gói có thể tái sử dụng gồm các mô hình, thẻ, điểm cuối và nhóm người dùng để tăng tốc cấu hình ở những nơi khác trong bảng điều khiển.",
-    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.",
+    "Create scoped access tokens for users, apps, Agents, and workflows, then set model limits, quotas, groups, request limits, and audit policy.": "Tạo token truy cập có giới hạn phạm vi cho người dùng, ứng dụng, Agent và quy trình làm việc, sau đó đặt giới hạn mô hình, hạn ngạch, nhóm, giới hạn yêu cầu và chính sách kiểm toán.",
     "Create succeeded": "Tạo thành công",
     "Create user and Agent tokens, assign groups, restrict models, set quotas, and define request limits.": "Tạo token người dùng và Agent, gán nhóm, giới hạn mô hình, đặt hạn mức và định nghĩa giới hạn yêu cầu.",
     "Create Vendor": "Tạo Nhà cung cấp",
@@ -1287,6 +1295,7 @@
     "Day of month": "Ngày trong tháng",
     "days": "ngày",
     "Days to Retain": "Số ngày giữ lại",
+    "Decrement": "Giảm",
     "Deducted by subscription": "Khấu trừ bởi gói đăng ký",
     "DeepSeek": "DeepSeek",
     "default": "mặc định",
@@ -1344,6 +1353,7 @@
     "Delete Models?": "Xóa mô hình?",
     "Delete Provider": "Xóa nhà cung cấp",
     "Delete Request Header": "Xóa header yêu cầu",
+    "Delete row": "Xóa hàng",
     "Delete selected API keys": "Xóa các khóa API đã chọn",
     "Delete selected channels": "Xóa các kênh đã chọn",
     "Delete selected models": "Xóa các mô hình đã chọn",
@@ -1377,7 +1387,7 @@
     "Description is required": "Mô tả là bắt buộc",
     "Designed and Developed by": "Thiết kế và Phát triển bởi",
     "designed for scale": "thiết kế cho quy mô lớn",
-    "Designed for the continuous operation of AI models and Agents": "Designed for the continuous operation of AI models and Agents",
+    "Designed for the continuous operation of AI models and Agents": "Được thiết kế để vận hành liên tục mô hình AI và Agent",
     "Destination path or URL.": "Đường dẫn hoặc URL đích.",
     "Destroyed": "Đã hủy",
     "Detailed request logs for investigations.": "Nhật ký yêu cầu chi tiết cho các cuộc điều tra.",
@@ -1545,6 +1555,7 @@
     "Edit chat preset": "Chỉnh sửa cài đặt trước trò chuyện",
     "Edit discount tier": "Chỉnh sửa bậc giảm giá",
     "Edit FAQ": "Chỉnh sửa câu hỏi thường gặp",
+    "Edit group": "Chỉnh sửa nhóm",
     "Edit group rate limit": "Chỉnh sửa giới hạn tốc độ nhóm",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Chỉnh sửa đối tượng JSON trực tiếp. Phù hợp cho ghi đè tham số đơn giản.",
     "Edit JSON text directly. Format will be validated on save.": "Chỉnh sửa văn bản JSON trực tiếp. Định dạng sẽ được kiểm tra khi lưu.",
@@ -1582,6 +1593,7 @@
     "Enable": "Bật",
     "Enable 2FA": "Bật 2FA",
     "Enable All": "Bật tất cả",
+    "Enable and price audio input before configuring audio output.": "Bật và đặt giá đầu vào âm thanh trước khi cấu hình đầu ra âm thanh.",
     "Enable check-in feature": "Bật tính năng điểm danh",
     "Enable Data Dashboard": "Kích hoạt Trang tổng quan Dữ liệu",
     "Enable demo mode with limited functionality": "Bật chế độ demo với chức năng hạn chế",
@@ -1694,7 +1706,6 @@
     "Enter tag name (optional)": "Nhập tên thẻ (tùy chọn)",
     "Enter the 6-digit code from your authenticator app": "Nhập mã 6 chữ số từ ứng dụng xác thực của bạn",
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Nhập Mật khẩu dùng một lần dựa trên thời gian gồm 6 chữ số hoặc mã dự phòng gồm 8 ký tự từ ứng dụng xác thực của bạn.",
-    "Enter your account password to confirm this sensitive action.": "Nhập mật khẩu tài khoản để xác nhận thao tác nhạy cảm này.",
     "Enter the complete URL, supports": "Nhập địa chỉ URL hoàn chỉnh, hỗ trợ",
     "Enter the Coze agent ID": "Nhập ID tác nhân Coze",
     "Enter the full URL of your Gotify server": "Nhập URL đầy đủ của máy chủ Gotify của bạn",
@@ -1709,6 +1720,7 @@
     "Enter username": "Nhập tên người dùng",
     "Enter verification code": "Nhập mã xác minh",
     "Enter webhook secret": "Nhập bí mật webhook",
+    "Enter your account password to confirm this sensitive action.": "Nhập mật khẩu tài khoản để xác nhận thao tác nhạy cảm này.",
     "Enter your authenticator code or a backup code": "Nhập mã xác thực hoặc mã dự phòng của bạn",
     "Enter your email": "Nhập email của bạn",
     "Enter your redemption code": "Nhập mã đổi thưởng của bạn",
@@ -1774,11 +1786,11 @@
     "expression + rate-card": "biểu thức + bảng giá",
     "Expression based": "Dựa trên biểu thức",
     "Expression billing": "Tính phí biểu thức",
-    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.",
+    "Expression coefficients are USD prices per 1M tokens. Use len for context-length tiers and tier(name, value) to label the matched tier.": "Hệ số biểu thức là giá USD trên mỗi 1 triệu token. Dùng len cho các bậc độ dài ngữ cảnh và tier(name, value) để đặt tên cho bậc được áp dụng.",
     "Expression editor": "Trình sửa biểu thức",
     "Expression error": "Lỗi biểu thức",
     "Expression pricing": "Định giá bằng biểu thức",
-    "Expression pricing for token models and rate-cards for async video tasks.": "Expression pricing for token models and rate-cards for async video tasks.",
+    "Expression pricing for token models and rate-cards for async video tasks.": "Định giá bằng biểu thức cho mô hình token và bảng giá cho tác vụ video bất đồng bộ.",
     "Expressions and task rate-cards": "Biểu thức và bảng giá tác vụ",
     "Extend": "Gia hạn",
     "Extend deployment": "Gia hạn triển khai",
@@ -1888,7 +1900,7 @@
     "Failed to save announcements": "Không thể lưu thông báo",
     "Failed to save API info": "Không thể lưu thông tin API",
     "Failed to save FAQ": "Không thể lưu FAQ",
-    "Failed to save tiered billing config": "Failed to save tiered billing config",
+    "Failed to save tiered billing config": "Không thể lưu cấu hình thanh toán theo bậc",
     "Failed to save Uptime Kuma groups": "Không thể lưu nhóm Uptime Kuma",
     "Failed to search API keys": "Không thể tìm kiếm khóa API",
     "Failed to search redemption codes": "Không thể tìm kiếm mã đổi thưởng",
@@ -2053,8 +2065,8 @@
     "Free: {{free}} / Total: {{total}}": "Còn trống: {{free}} / Tổng: {{total}}",
     "Friendly name to identify this channel": "Tên thân thiện để nhận dạng kênh này",
     "From Address": "Địa chỉ Người gửi",
-    "From AI model access to Agent lifecycle governance": "From AI model access to Agent lifecycle governance",
-    "From AI model access to AI Agent governance": "From AI model access to AI Agent governance",
+    "From AI model access to Agent lifecycle governance": "Từ truy cập mô hình AI đến quản trị vòng đời Agent",
+    "From AI model access to AI Agent governance": "Từ truy cập mô hình AI đến quản trị AI Agent",
     "From IO.NET deployment": "Từ triển khai IO.NET",
     "From model invocation to continuous governance": "Từ gọi mô hình đến quản trị liên tục",
     "From model redirect, not yet added to models list": "Từ chuyển hướng mô hình, chưa được thêm vào danh sách mô hình",
@@ -2114,6 +2126,7 @@
     "Go to io.net API Keys": "Đi đến Khóa API io.net",
     "Go to last page": "Go to the last page",
     "Go to next page": "Đi đến trang tiếp theo",
+    "Go to page {{page}}": "Đi đến trang {{page}}",
     "Go to previous page": "Quay lại trang trước",
     "Go to settings": "Đi tới cài đặt",
     "Go to Settings": "Đi đến Cài đặt",
@@ -2122,10 +2135,10 @@
     "Gotify Application Token": "Mã thông báo ứng dụng Gotify",
     "Gotify Documentation": "Tài liệu Gotify",
     "Gotify Server URL": "URL máy chủ Gotify",
-    "Govern AI Models, Agents, cost audit, and boundary controls": "Govern AI Models, Agents, cost audit, and boundary controls",
-    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Govern AI models, Agents, costs, and audit boundaries in one service layer.",
-    "Govern upstream providers, model mappings, and routing.": "Govern upstream providers, model mappings, and routing.",
-    "Govern users, Agents, and tokens": "Govern users, Agents, and tokens",
+    "Govern AI Models, Agents, cost audit, and boundary controls": "Quản trị mô hình AI, Agent, kiểm toán chi phí và kiểm soát ranh giới",
+    "Govern AI models, Agents, costs, and audit boundaries in one service layer.": "Quản trị mô hình AI, Agent, chi phí và ranh giới kiểm toán trong một lớp dịch vụ.",
+    "Govern upstream providers, model mappings, and routing.": "Quản trị nhà cung cấp thượng nguồn, ánh xạ mô hình và định tuyến.",
+    "Govern users, Agents, and tokens": "Quản trị người dùng, Agent và token",
     "Governance": "Quản trị",
     "governance domains": "miền quản trị",
     "Governance fabric online": "Mạng quản trị đang hoạt động",
@@ -2312,6 +2325,7 @@
     "Incoming path must not include query": "Path đầu vào không được chứa query",
     "Incoming path must start with /": "Path đầu vào phải bắt đầu bằng /",
     "Incomplete": "Chưa hoàn tất",
+    "Increment": "Tăng",
     "Index": "Chỉ mục",
     "Ingress": "Đầu vào",
     "Initial quota given to new users": "Hạn mức ban đầu cấp cho người dùng mới",
@@ -2329,7 +2343,7 @@
     "Input/output content logging can store sensitive user data. Keep it disabled unless your compliance policy allows it.": "Ghi nội dung đầu vào/đầu ra có thể lưu dữ liệu người dùng nhạy cảm. Hãy tắt tính năng này trừ khi chính sách tuân thủ của bạn cho phép.",
     "Inset": "Khung trong",
     "Inspect requests, errors, and billing details": "Kiểm tra yêu cầu, lỗi và chi tiết thanh toán",
-    "Inspect requests, errors, billing, and audit details": "Inspect requests, errors, billing, and audit details",
+    "Inspect requests, errors, billing, and audit details": "Kiểm tra yêu cầu, lỗi, thanh toán và chi tiết kiểm toán",
     "Inspect user prompts": "Kiểm tra lời nhắc của người dùng",
     "Instance": "Phiên bản",
     "Instance deleted": "Đã xóa phiên bản",
@@ -2388,8 +2402,8 @@
     "IP Whitelist (supports CIDR)": "Danh sách trắng IP (hỗ trợ CIDR)",
     "is less than the configured maximum cache size": "nhỏ hơn kích thước bộ nhớ đệm tối đa đã cấu hình",
     "is the default price; ": "là giá mặc định; ",
-    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.",
-    "Issue scoped keys for apps, Agents, and workflows": "Issue scoped keys for apps, Agents, and workflows",
+    "Issue scoped API keys for Agents and workflows, then govern model access, quotas, cost attribution, request traces, and audit visibility.": "Phát hành khóa API có giới hạn phạm vi cho Agent và quy trình làm việc, sau đó quản trị truy cập mô hình, hạn ngạch, phân bổ chi phí, dấu vết yêu cầu và khả năng hiển thị kiểm toán.",
+    "Issue scoped keys for apps, Agents, and workflows": "Phát hành khóa có giới hạn phạm vi cho ứng dụng, Agent và quy trình làm việc",
     "Issue scoped tokens for Agents and workflows with model limits, quotas, traceability, and audit visibility.": "Cấp token có phạm vi cho Agents và workflow với giới hạn mô hình, hạn mức, khả năng truy vết và hiển thị kiểm toán.",
     "It seems like the page you're looking for": "Có vẻ như trang bạn đang tìm kiếm",
     "Items": "Mục",
@@ -2420,12 +2434,12 @@
     "Keep channel health, cost audit, task state, logs, admin visibility, and private deployment boundaries explicit over time.": "Duy trì rõ ràng tình trạng kênh, kiểm toán chi phí, trạng thái tác vụ, nhật ký, khả năng quan sát của quản trị viên và ranh giới triển khai riêng.",
     "Keep enabled if you need to proxy requests for different upstream accounts.": "Giữ bật nếu bạn cần proxy yêu cầu cho các tài khoản upstream khác nhau.",
     "Keep enough balance before production traffic": "Giữ đủ số dư trước khi chạy lưu lượng production",
-    "Keep enough quota before production or Agent traffic": "Keep enough quota before production or Agent traffic",
+    "Keep enough quota before production or Agent traffic": "Duy trì đủ hạn ngạch trước khi có lưu lượng sản xuất hoặc Agent",
     "Keep governance ready": "Keep governance ready",
     "Keep keys, users, organizations, groups, model scope, request logs, admin access, retention choices, and operational policy inside an infrastructure layer your team controls.": "Giữ khóa, người dùng, tổ chức, nhóm, phạm vi mô hình, nhật ký yêu cầu, quyền quản trị, lựa chọn lưu giữ và chính sách vận hành trong lớp hạ tầng do đội của bạn kiểm soát.",
     "Keep original value": "Giữ giá trị gốc",
     "Keep original value (skip if target exists)": "Giữ giá trị gốc (bỏ qua nếu đích đã tồn tại)",
-    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.",
+    "Keep sensitive request and response logging behind admin-only controls, explicit retention decisions, and deployment-side compliance boundaries.": "Chỉ cho phép ghi nhật ký yêu cầu và phản hồi nhạy cảm dưới quyền quản trị, với quyết định lưu giữ rõ ràng và ranh giới tuân thủ phía triển khai.",
     "Keep sensitive request logging, response visibility, retention choices, and admin review inside clear boundaries.": "Giữ nhật ký yêu cầu nhạy cảm, hiển thị phản hồi, lựa chọn lưu giữ và rà soát quản trị trong ranh giới rõ ràng.",
     "Keep the platform ready": "Giữ nền tảng luôn sẵn sàng",
     "Keep this above 1 minute to avoid heavy database load": "Giữ cái này trên 1 phút để tránh tải nặng cơ sở dữ liệu",
@@ -2562,7 +2576,7 @@
     "m": "m",
     "Maintenance": "Bảo trì",
     "Make it easier for teammates to pick the right group.": "Giúp đồng đội dễ dàng chọn đúng nhóm hơn.",
-    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.",
+    "Make model pricing, token usage, async task costs, refunds, and Agent cost attribution visible and auditable.": "Hiển thị và kiểm toán được giá mô hình, mức sử dụng token, chi phí tác vụ bất đồng bộ, hoàn tiền và phân bổ chi phí Agent.",
     "Manage": "Quản lý",
     "Manage account bindings for this user": "Quản lý liên kết tài khoản cho người dùng này",
     "Manage Bindings": "Quản lý liên kết",
@@ -2575,7 +2589,7 @@
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "Quản lý tệp nhật ký máy chủ. Tệp nhật ký tích lũy theo thời gian; nên dọn dẹp định kỳ để giải phóng dung lượng đĩa.",
     "Manage subscription plans and pricing.": "Quản lý gói đăng ký và giá cả.",
     "Manage Subscriptions": "Quản lý đăng ký",
-    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.",
+    "Manage tiered billing rules in one JSON document. Saving updates billing mode and billing expression atomically.": "Quản lý quy tắc thanh toán theo bậc trong một tài liệu JSON. Khi lưu, chế độ thanh toán và biểu thức thanh toán được cập nhật nguyên tử.",
     "Manage Vendors": "Quản lý Nhà cung cấp",
     "Manage your LinuxDO OAuth app": "Quản lý ứng dụng OAuth LinuxDO",
     "Manage your security settings and account access": "Quản lý cài đặt bảo mật và quyền truy cập tài khoản của bạn",
@@ -2608,7 +2622,7 @@
     "MAX API does not replace model vendors or Agent orchestration frameworks. It gives production AI systems a stable infrastructure layer for access, policy, cost, observability, and operational control.": "MAX API không thay thế nhà cung cấp mô hình hay framework điều phối Agent. Nó cung cấp cho hệ thống AI production một lớp hạ tầng ổn định cho truy cập, chính sách, chi phí, khả năng quan sát và kiểm soát vận hành.",
     "MAX API governance layer": "Lớp quản trị MAX API",
     "MAX API is not only a proxy. It is the layer where model access, Agent boundaries, routing resilience, settlement, configuration quality, async tasks, logs, and private deployment rules are made explicit.": "MAX API không chỉ là proxy. Đây là lớp làm rõ truy cập mô hình, ranh giới Agent, khả năng định tuyến bền vững, quyết toán, chất lượng cấu hình, tác vụ bất đồng bộ, nhật ký và quy tắc triển khai riêng.",
-    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.",
+    "MAX API is the service layer for governing AI models and Agents, staying adaptable as model platforms, pricing rules, and Agent workloads keep changing.": "MAX API là lớp dịch vụ quản trị mô hình AI và Agent, luôn thích ứng khi nền tảng mô hình, quy tắc định giá và khối lượng công việc Agent thay đổi.",
     "MAX API Project Repository:": "Kho lưu trữ Dự án API Mới:",
     "Max Disk Cache Size (MB)": "Dung lượng tối đa bộ nhớ đệm đĩa (MB)",
     "Max Entries": "Số mục tối đa",
@@ -2680,13 +2694,13 @@
     "Model access": "Truy cập mô hình",
     "Model Access": "Truy cập mô hình",
     "Model access fabric": "Mạng truy cập mô hình",
-    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Model access, Agent tokens, billing rules, audit scope, and upstream health",
+    "Model access, Agent tokens, billing rules, audit scope, and upstream health": "Truy cập mô hình, token Agent, quy tắc thanh toán, phạm vi kiểm toán và tình trạng thượng nguồn",
     "Model Analytics": "Phân tích mô hình",
     "model and platform ecosystems": "hệ sinh thái mô hình và nền tảng",
     "model billing support": "hỗ trợ tính phí mô hình",
     "Model Call Analytics": "Phân tích lượt gọi mô hình",
-    "Model catalogs, mappings, API changes, pricing, and task protocols.": "Model catalogs, mappings, API changes, pricing, and task protocols.",
-    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.",
+    "Model catalogs, mappings, API changes, pricing, and task protocols.": "Danh mục mô hình, ánh xạ, thay đổi API, định giá và giao thức tác vụ.",
+    "Model catalogs, provider channels, mappings, permissions, pricing, and task protocols.": "Danh mục mô hình, kênh nhà cung cấp, ánh xạ, quyền hạn, định giá và giao thức tác vụ.",
     "Model context usage": "Sử dụng ngữ cảnh mô hình",
     "Model deleted": "Đã xóa mô hình",
     "Model deleted successfully": "Model đã được xóa thành công",
@@ -2722,9 +2736,9 @@
     "Model Price Not Configured": "Giá mô hình chưa được cấu hình",
     "Model prices": "Giá mô hình",
     "Model prices reset successfully": "Đã đặt lại giá mô hình thành công",
-    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.",
+    "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "Giá mô hình, biểu thức thanh toán, JSON theo bậc và bảng giá tác vụ được duy trì khi giá thượng nguồn thay đổi.",
     "Model Pricing": "Định giá mô hình",
-    "model pricing entries, expressions, and rate-card rules": "model pricing entries, expressions, and rate-card rules",
+    "model pricing entries, expressions, and rate-card rules": "mục định giá mô hình, biểu thức và quy tắc bảng giá",
     "Model pull failed: {{msg}}": "Tải mô hình thất bại: {{msg}}",
     "Model ratio": "Tỷ lệ mô hình",
     "Model ratios": "Tỷ lệ mô hình",
@@ -2779,6 +2793,7 @@
     "More Apps": "Thêm",
     "More compatible APIs": "More compatible APIs",
     "more mapping": "thêm lập bản đồ",
+    "More pages": "Thêm trang",
     "More templates...": "Thêm mẫu...",
     "More than 999 days left": "Hơn 999 ngày",
     "More...": "Thêm...",
@@ -2867,6 +2882,7 @@
     "Next branch": "Nhánh tiếp theo",
     "Next page": "Trang tiếp theo",
     "Next reset": "Lần đặt lại tiếp theo",
+    "Next slide": "Trang chiếu tiếp theo",
     "No": "Không",
     "No About Content Set": "Chưa đặt nội dung Giới thiệu",
     "No Active": "Không hoạt động",
@@ -3030,7 +3046,7 @@
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "Phần thưởng mời khác 0 yêu cầu xác nhận tuân thủ trong cài đặt Cổng thanh toán.",
     "None": "Không có",
     "noreply@example.com": "noreply@example.com",
-    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.",
+    "Normalize OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime, and configurable non-standard video task protocols.": "Chuẩn hóa OpenAI Compatible, Responses, Claude Messages, Gemini, Realtime và các giao thức tác vụ video phi chuẩn có thể cấu hình.",
     "Normalize OpenAI-compatible chat, Responses, Claude Messages, Gemini, realtime, and async media tasks.": "Chuẩn hóa chat tương thích OpenAI, Responses, Claude Messages, Gemini, realtime và tác vụ media bất đồng bộ.",
     "Normalize submit paths, query paths, task IDs, progress fields, status mapping, error extraction, proxied results, and task-specific pricing for video and other long-running AI jobs.": "Chuẩn hóa đường dẫn gửi, đường dẫn truy vấn, ID tác vụ, trường tiến độ, ánh xạ trạng thái, trích xuất lỗi, kết quả qua proxy và giá theo tác vụ cho video và các job AI dài hạn khác.",
     "Normalized:": "Chuẩn hóa:",
@@ -3067,7 +3083,7 @@
     "Object Prune Rules": "Quy tắc dọn dẹp đối tượng",
     "Observability": "Khả năng quan sát",
     "Observe billing and audit": "Quan sát tính phí và kiểm toán",
-    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.",
+    "Observe model usage, Agent cost, latency, errors, retries, async task state, and admin-scoped audit boundaries.": "Quan sát mức sử dụng mô hình, chi phí Agent, độ trễ, lỗi, lần thử lại, trạng thái tác vụ bất đồng bộ và ranh giới kiểm toán theo phạm vi quản trị.",
     "Obtain the API key, merchant ID, and RSA key pair from the Waffo dashboard, and configure the callback URL.": "Lấy API key, mã thương gia và cặp khóa RSA từ bảng điều khiển Waffo, đồng thời cấu hình URL callback.",
     "Obtain the merchant, store, product and signing keys from your Waffo dashboard. Webhook URL: <ServerAddress>/api/waffo-pancake/webhook": "Lấy merchant, store, product và khóa ký từ bảng điều khiển Waffo. Webhook: <ServerAddress>/api/waffo-pancake/webhook",
     "Ocean Breeze": "Gió biển",
@@ -3163,7 +3179,7 @@
     "OpenRouter": "OpenRouter",
     "opens in an external client. Trigger it from the sidebar or API key actions to launch the configured application.": "mở trong một ứng dụng bên ngoài. Kích hoạt nó từ thanh bên hoặc các hành động khóa API để khởi chạy ứng dụng đã cấu hình.",
     "Operate AI and Agent workloads": "Vận hành tải AI và Agent",
-    "Operate AI model access, Agent workloads, billing, and audit": "Operate AI model access, Agent workloads, billing, and audit",
+    "Operate AI model access, Agent workloads, billing, and audit": "Vận hành truy cập mô hình AI, khối lượng công việc Agent, thanh toán và kiểm toán",
     "Operating lifecycle": "Operating lifecycle",
     "Operation": "Thao tác",
     "operation and charging behavior": "hành vi vận hành và thu phí",
@@ -3227,6 +3243,7 @@
     "Overwritten": "Đã ghi đè",
     "Page": "Trang",
     "Page {{current}} of {{total}}": "Trang {{current}} / {{total}}",
+    "Pagination": "Phân trang",
     "PaLM": "PaLM",
     "Pan": "Pan",
     "Pancake": "Pancake",
@@ -3376,7 +3393,6 @@
     "Please confirm that you understand the consequences": "Vui lòng xác nhận rằng bạn hiểu hậu quả",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Vui lòng bật dịch vụ triển khai mô hình io.net và cấu hình khóa API trong Cài đặt hệ thống.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Vui lòng bật Xác thực hai yếu tố hoặc Passkey trước khi tiếp tục",
-    "Please enter your password": "Vui lòng nhập mật khẩu",
     "Please enter a name": "Vui lòng nhập tên",
     "Please enter a new password": "Vui lòng nhập mật khẩu mới",
     "Please enter a redemption code": "Vui lòng nhập mã đổi thưởng",
@@ -3398,6 +3414,7 @@
     "Please enter your current password": "Vui lòng nhập mật khẩu hiện tại của bạn",
     "Please enter your email": "Vui lòng nhập email của bạn",
     "Please enter your email first": "Vui lòng nhập email trước",
+    "Please enter your password": "Vui lòng nhập mật khẩu",
     "Please enter your verification code": "Vui lòng nhập mã xác thực của bạn",
     "Please enter your verification code or backup code": "Vui lòng nhập mã xác thực hoặc mã dự phòng của bạn",
     "Please fix JSON errors before saving": "Vui lòng sửa lỗi JSON trước khi lưu",
@@ -3481,6 +3498,7 @@
     "Previous": "Trước",
     "Previous branch": "Nhánh trước",
     "Previous page": "Trang trước",
+    "Previous slide": "Trang chiếu trước",
     "Price": "Giá",
     "Price ($/1K calls)": "Giá ($/1K lượt gọi)",
     "Price (local currency / USD)": "Giá (tiền tệ địa phương / USD)",
@@ -3508,7 +3526,7 @@
     "Pricing groups": "Nhóm định giá",
     "Pricing mode": "Chế độ định giá",
     "Pricing Ratios": "Tỷ lệ định giá",
-    "pricing rule base and rate-card governance": "pricing rule base and rate-card governance",
+    "pricing rule base and rate-card governance": "nền tảng quy tắc định giá và quản trị bảng giá",
     "Pricing Type": "Price type",
     "Primary Model": "Mô hình chính",
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "Ưu tiên sử dụng lại kênh thành công gần nhất dựa trên các khóa trích xuất từ ngữ cảnh yêu cầu (định tuyến dính)",
@@ -3604,13 +3622,13 @@
     "Quota ({{currency}})": "Hạn mức ({{currency}})",
     "quota + refund": "quota + refund",
     "Quota adjusted successfully": "Điều chỉnh hạn mức thành công",
-    "Quota must be a safe integer within the supported range": "Hạn mức phải là số nguyên an toàn trong phạm vi được hỗ trợ",
     "Quota consumed before charging users": "Hạn mức tiêu thụ trước khi tính phí người dùng",
     "Quota Distribution": "Phân bổ hạn ngạch",
     "Quota given to invited users": "Hạn mức được cấp cho người dùng được mời",
     "Quota given to users who invite others": "Limit for users inviting others",
     "Quota limits": "Giới hạn quota",
     "Quota must be a positive number": "Hạn mức phải là một số dương",
+    "Quota must be a safe integer within the supported range": "Hạn mức phải là số nguyên an toàn trong phạm vi được hỗ trợ",
     "Quota must be zero or greater": "Hạn mức không được âm",
     "Quota Per Unit": "Định mức mỗi đơn vị",
     "Quota reminder (tokens)": "Nhắc nhở hạn mức (token)",
@@ -3647,7 +3665,7 @@
     "Re-enable on success": "Kích hoạt lại khi thành công",
     "Re-login": "Đăng nhập lại",
     "Readable cost governance": "Readable cost governance",
-    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.",
+    "Readable model pricing, quota flow, task rate-cards, refunds, and usage attribution.": "Giá mô hình, luồng hạn ngạch, bảng giá tác vụ, hoàn tiền và phân bổ sử dụng rõ ràng.",
     "Ready": "Sẵn sàng",
     "Ready to initialize": "Sẵn sàng khởi tạo",
     "Ready to simplify": "Sẵn sàng đơn giản hóa",
@@ -3752,6 +3770,7 @@
     "Remove rule group": "Gỡ nhóm quy tắc",
     "Remove string prefix": "Xóa tiền tố chuỗi",
     "Remove string suffix": "Xóa hậu tố chuỗi",
+    "Remove tag": "Xóa thẻ",
     "Remove the target field": "Xóa trường đích",
     "Remove tier": "Gỡ bậc",
     "Removed": "Đã xóa",
@@ -3892,7 +3911,7 @@
     "Reveal key": "Display key",
     "Revenue": "Doanh thu",
     "Review & initialize": "Xem lại và khởi tạo",
-    "Review model prices and task rate-cards": "Review model prices and task rate-cards",
+    "Review model prices and task rate-cards": "Xem lại giá mô hình và bảng giá tác vụ",
     "Review model rates before scaling traffic": "Xem giá mô hình trước khi mở rộng lưu lượng",
     "Review quota settlement, model prices, async task states, latency, errors, request logs, and admin-only audit data.": "Xem quyết toán hạn mức, giá mô hình, trạng thái tác vụ bất đồng bộ, độ trễ, lỗi, nhật ký yêu cầu và dữ liệu kiểm toán chỉ dành cho quản trị viên.",
     "Review your payment details": "Xem lại chi tiết thanh toán của bạn",
@@ -3908,7 +3927,7 @@
     "Route active": "Tuyến đang hoạt động",
     "Route applications through one access layer for OpenAI-compatible APIs, Responses, Claude Messages, Gemini, Azure, Bedrock, Vertex, Ollama, embeddings, rerank, images, audio, realtime, and model discovery.": "Đưa ứng dụng qua một lớp truy cập cho OpenAI-compatible APIs, Responses, Claude Messages, Gemini, Azure, Bedrock, Vertex, Ollama, embeddings, rerank, hình ảnh, âm thanh, realtime và khám phá mô hình.",
     "Route by group, weight, model, channel state, retries, pre-charge policy, and operational limits.": "Định tuyến theo nhóm, trọng số, mô hình, trạng thái kênh, thử lại, chính sách trừ trước và giới hạn vận hành.",
-    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.",
+    "Route by model, group, weight, channel state, and failure policy with retries, pre-charge, refunds, limits, and operational visibility.": "Định tuyến theo mô hình, nhóm, trọng số, trạng thái kênh và chính sách lỗi, kèm thử lại, tạm tính phí, hoàn tiền, giới hạn và khả năng quan sát vận hành.",
     "Route Description": "Mô tả lộ trình",
     "Route every request through policy": "Định tuyến mọi yêu cầu qua chính sách",
     "Route group order": "Thứ tự nhóm trong tuyến",
@@ -3921,7 +3940,7 @@
     "Routes": "Route",
     "Routing": "Định tuyến",
     "Routing & Overrides": "Định tuyến & ghi đè",
-    "Routing and reliability governance": "Routing and reliability governance",
+    "Routing and reliability governance": "Quản trị định tuyến và độ tin cậy",
     "Routing fabric": "Mạng định tuyến",
     "Routing matrix": "Ma trận định tuyến",
     "Routing policy": "Routing policy",
@@ -4012,11 +4031,12 @@
     "Scheduled full test": "Kiểm tra toàn bộ theo lịch",
     "Scheduled full test probes non-manually-disabled channels; passive recovery only checks auto-disabled channels after real request failures.": "Kiểm tra toàn bộ theo lịch sẽ dò các kênh không bị vô hiệu hóa thủ công; khôi phục thụ động chỉ kiểm tra các kênh bị tự động vô hiệu hóa sau lỗi từ yêu cầu thực tế.",
     "scheduling controls": "điều khiển điều phối",
-    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.",
+    "Schema: model name maps to { enabled, expr }. Disabled entries remove the model from tiered billing while keeping the JSON visible before save.": "Lược đồ: tên mô hình ánh xạ tới { enabled, expr }. Mục bị tắt sẽ loại mô hình khỏi thanh toán theo bậc nhưng vẫn giữ JSON hiển thị trước khi lưu.",
     "Science": "Khoa học",
     "Scope": "Phạm vi",
     "scope + quota": "phạm vi + hạn mức",
     "Scopes": "Phạm vi",
+    "Scroll to bottom": "Cuộn xuống cuối",
     "Search": "Tìm kiếm",
     "Search by name or URL...": "Tìm kiếm theo tên hoặc URL...",
     "Search by order number...": "Tìm kiếm theo số đơn hàng...",
@@ -4056,6 +4076,7 @@
     "Security verification": "Xác minh bảo mật",
     "Seedance": "Seedance",
     "Select": "Chọn",
+    "Select {{item}}": "Chọn {{item}}",
     "Select a color": "Chọn một màu",
     "Select a group": "Chọn một nhóm",
     "Select a group type": "Chọn loại nhóm",
@@ -4283,12 +4304,12 @@
     "Standard price": "Giá tiêu chuẩn",
     "Start": "Bắt đầu",
     "Start a conversation to see messages here": "Bắt đầu một cuộc trò chuyện để xem tin nhắn tại đây",
-    "Start AI Models and Agents governance in minutes": "Start AI Models and Agents governance in minutes",
+    "Start AI Models and Agents governance in minutes": "Bắt đầu quản trị mô hình AI và Agent trong vài phút",
     "Start collecting payments globally without registering a company. Built for indie developers, OPC sole proprietorships, and startups. Waffo Pancake acts as your Merchant of Record, taking on the compliance burden of global payment collection — consumption tax, invoicing, subscription management, refunds, and chargebacks. Solo developers can launch fast and stay focused on product instead of compliance. Onboard in minutes — one prompt to a full integration.": "Bắt đầu thu thanh toán toàn cầu mà không cần đăng ký công ty. Dành cho lập trình viên độc lập, chủ sở hữu OPC và startup. Waffo Pancake đóng vai trò Merchant of Record, chịu trách nhiệm tuân thủ cho việc thu thanh toán toàn cầu — thuế tiêu dùng, hóa đơn, quản lý đăng ký, hoàn tiền và tranh chấp thanh toán. Lập trình viên cá nhân có thể ra mắt nhanh và tập trung vào sản phẩm thay vì tuân thủ. Onboard trong vài phút — từ một prompt đến tích hợp hoàn chỉnh.",
     "Start for free with generous limits. No credit card required.": "Bắt đầu miễn phí với giới hạn hào phóng. Không cần thẻ tín dụng.",
-    "Start governing model and Agent traffic in minutes": "Start governing model and Agent traffic in minutes",
+    "Start governing model and Agent traffic in minutes": "Bắt đầu quản trị lưu lượng mô hình và Agent trong vài phút",
     "Start Time": "Thời gian bắt đầu",
-    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.",
+    "Start with a self-hosted gateway, then keep improving model routing, pricing rules, audit boundaries, and Agent workload visibility as AI usage grows.": "Bắt đầu với cổng tự lưu trữ, sau đó liên tục cải thiện định tuyến mô hình, quy tắc định giá, ranh giới kiểm toán và khả năng hiển thị khối lượng công việc Agent khi mức sử dụng AI tăng lên.",
     "Start with unified access, then add model governance, Agent boundaries, billing rules, and audit visibility as usage grows.": "Bắt đầu với truy cập hợp nhất, sau đó thêm quản trị mô hình, ranh giới Agent, quy tắc tính phí và hiển thị kiểm toán khi mức dùng tăng.",
     "Started": "Đã khởi động",
     "STARTTLS": "STARTTLS",
@@ -4459,7 +4480,7 @@
     "Task query path, must include one of {task_id}, {operation_name}, or {upstream_task_id}": "Đường dẫn truy vấn tác vụ phải chứa một trong {task_id}, {operation_name} hoặc {upstream_task_id}",
     "Task Rate Cards": "Bảng giá tác vụ",
     "Task rate-cards": "Rate-card tác vụ",
-    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.",
+    "Task submission, polling, status mapping, error paths, result proxying, and configurable upstream paths.": "Gửi tác vụ, thăm dò, ánh xạ trạng thái, luồng lỗi, proxy kết quả và đường dẫn thượng nguồn có thể cấu hình.",
     "Task submit": "Gửi tác vụ",
     "Tasks": "Tác vụ",
     "Tasks currently pending or running.": "Các tác vụ hiện đang chờ hoặc đang chạy.",
@@ -4626,7 +4647,9 @@
     "Today": "Hôm nay",
     "Toggle columns": "Chuyển đổi cột",
     "Toggle navigation menu": "Chuyển đổi menu điều hướng",
+    "Toggle password visibility": "Hiện hoặc ẩn mật khẩu",
     "Toggle plan": "Chuyển đổi kế hoạch",
+    "Toggle Sidebar": "Hiện hoặc ẩn thanh bên",
     "Toggle theme": "Chuyển đổi giao diện",
     "Token": "Mã thông báo",
     "token + audit": "token + audit",
@@ -4636,7 +4659,7 @@
     "Token Endpoint (Optional)": "Điểm cuối Token (Tùy chọn)",
     "Token estimator": "Ước tính token",
     "Token group": "Nhóm token",
-    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.",
+    "Token isolation, model scope, quota and cost, routing resilience, usage logs, and audit boundaries.": "Cô lập token, phạm vi mô hình, hạn ngạch và chi phí, khả năng phục hồi định tuyến, nhật ký sử dụng và ranh giới kiểm toán.",
     "Token Limits": "Giới hạn token",
     "Token management": "Quản lý token",
     "Token Management": "Quản lý token",
@@ -4655,7 +4678,7 @@
     "Token regenerated and copied to clipboard": "Token đã được tạo lại và sao chép vào bộ nhớ tạm",
     "Token scope": "Phạm vi token",
     "Token scope, quota, model access, routing policy, request trace, and admin audit boundaries.": "Phạm vi token, hạn mức, truy cập mô hình, chính sách định tuyến, dấu vết yêu cầu và ranh giới kiểm toán quản trị.",
-    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Token scopes, model access, cost attribution, audit scope, and workload visibility.",
+    "Token scopes, model access, cost attribution, audit scope, and workload visibility.": "Phạm vi token, truy cập mô hình, phân bổ chi phí, phạm vi kiểm toán và khả năng hiển thị khối lượng công việc.",
     "Token share by model author across the last 24 hours": "Tỷ lệ token theo nhà phát triển trong 24 giờ qua",
     "Token share by model author across the past few weeks": "Tỷ lệ token theo nhà phát triển trong vài tuần qua",
     "Token share by model author across the past month": "Tỷ lệ token theo nhà phát triển trong tháng qua",
@@ -4798,8 +4821,8 @@
     "Unified AI gateway": "Cổng AI hợp nhất",
     "Unified AI model entrance": "Cửa vào mô hình AI thống nhất",
     "Unified API Gateway for": "Cổng API thống nhất cho",
-    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.",
-    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.",
+    "Unify access, routing, billing, observability, and audit for AI models and Agent workloads in a single self-hosted service layer.": "Hợp nhất truy cập, định tuyến, thanh toán, quan sát và kiểm toán cho mô hình AI cùng khối lượng công việc Agent trong một lớp dịch vụ tự lưu trữ.",
+    "Unify model catalogs, channel mappings, group access, pricing rules, and multimodal task capabilities across authorized providers.": "Hợp nhất danh mục mô hình, ánh xạ kênh, truy cập nhóm, quy tắc định giá và khả năng tác vụ đa phương thức giữa các nhà cung cấp được ủy quyền.",
     "Unify OpenAI-compatible APIs, Responses, Claude, Gemini, Azure, Bedrock, Vertex, Ollama, domestic platforms, and multimodal endpoints behind one governed entrance.": "Hợp nhất OpenAI-compatible APIs, Responses, Claude, Gemini, Azure, Bedrock, Vertex, Ollama, nền tảng trong nước và endpoint đa phương thức sau một cửa vào được quản trị.",
     "Unify provider channels, model aliases, group permissions, upstream protocols, and health-aware routing.": "Hợp nhất kênh nhà cung cấp, bí danh mô hình, quyền nhóm, giao thức thượng nguồn và định tuyến theo sức khỏe.",
     "Unique identifier for this group.": "Mã định danh duy nhất cho nhóm này.",
@@ -4832,7 +4855,7 @@
     "Update configuration": "Cập nhật cấu hình",
     "Update failed": "Cập nhật thất bại",
     "Update Model": "Cập nhật mô hình",
-    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.",
+    "Update model configs, pricing expressions, rate-cards, and protocol templates as upstreams evolve.": "Cập nhật cấu hình mô hình, biểu thức định giá, bảng giá và mẫu giao thức khi thượng nguồn thay đổi.",
     "Update model configuration and click save when you're done.": "Cập nhật cấu hình mô hình và nhấp lưu khi bạn hoàn tất.",
     "Update plan info": "Cập nhật thông tin gói",
     "Update Provider": "Cập nhật Nhà cung cấp",
@@ -4871,11 +4894,11 @@
     "Upstream path is required": "Cần nhập đường dẫn upstream",
     "Upstream path must be a full URL or a path starting with /": "Đường dẫn upstream phải là URL đầy đủ hoặc đường dẫn bắt đầu bằng /",
     "Upstream platforms": "Nền tảng thượng nguồn",
-    "upstream platforms and compatible model ecosystems": "upstream platforms and compatible model ecosystems",
+    "upstream platforms and compatible model ecosystems": "nền tảng thượng nguồn và hệ sinh thái mô hình tương thích",
     "Upstream price sync": "Đồng bộ giá thượng nguồn",
     "Upstream prices fetched successfully": "Lấy giá upstream thành công",
     "upstream provider ecosystems": "hệ sinh thái nhà cung cấp thượng nguồn",
-    "upstream providers and compatible model platforms": "upstream providers and compatible model platforms",
+    "upstream providers and compatible model platforms": "nhà cung cấp thượng nguồn và nền tảng mô hình tương thích",
     "Upstream ratios fetched successfully": "Đã lấy tỷ lệ upstream thành công",
     "Upstream Request ID": "ID yêu cầu thượng nguồn",
     "Upstream Response": "Upstream feedback",
@@ -4917,7 +4940,7 @@
     "Use our unified OpenAI-compatible endpoint in your applications": "Sử dụng endpoint thống nhất tương thích OpenAI trong ứng dụng của bạn",
     "Use Passkey to sign in without entering your password.": "Sử dụng Khóa truy cập để đăng nhập mà không cần nhập mật khẩu của bạn.",
     "Use presets or upstream discovery to populate the model list faster.": "Dùng mẫu đặt sẵn hoặc phát hiện từ upstream để điền danh sách mô hình nhanh hơn.",
-    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.",
+    "Use pricing expressions for token models and parameterized rate-cards for long-running multimodal tasks.": "Dùng biểu thức định giá cho mô hình token và bảng giá tham số hóa cho tác vụ đa phương thức chạy dài.",
     "Use route keys like auto, auto:fast, or auto:cheap. Groups must be real billing groups.": "Dùng khóa tuyến như auto, auto:fast hoặc auto:cheap. Nhóm phải là nhóm tính phí thật.",
     "Use secure connection when sending emails": "Sử dụng kết nối an toàn khi gửi email",
     "Use sidebar shortcut": "Sử dụng phím tắt thanh bên",
@@ -4925,8 +4948,8 @@
     "Use the optional vendor field to partition video models by provider while keeping the model-key JSON structure.": "Dùng trường vendor tùy chọn để chia mô hình video theo nhà cung cấp trong khi vẫn giữ cấu trúc JSON theo khóa mô hình.",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "Dùng bảng nhóm định giá để quản lý tỷ lệ và việc nhóm có xuất hiện trong danh sách tạo token hay không.",
     "Use this callback URL pattern when registering a custom OAuth provider.": "Sử dụng mẫu URL callback này khi đăng ký nhà cung cấp OAuth tùy chỉnh.",
-    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.",
-    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.",
+    "Use this console to keep upstream channels, domestic model adaptations, Agent tokens, costs, and admin audit scope under operational control.": "Dùng bảng điều khiển này để kiểm soát vận hành các kênh thượng nguồn, bản thích ứng mô hình trong nước, token Agent, chi phí và phạm vi kiểm toán quản trị.",
+    "Use this console to keep upstream channels, model adaptations, user tokens, costs, and audit scope under operational control.": "Dùng bảng điều khiển này để kiểm soát vận hành các kênh thượng nguồn, bản thích ứng mô hình, token người dùng, chi phí và phạm vi kiểm toán.",
     "Use this token for API authentication": "Sử dụng token này để xác thực API",
     "Use your Passkey": "Sử dụng Passkey của bạn",
     "used": "đã sử dụng, cũ",
@@ -5008,7 +5031,7 @@
     "Verification required to reveal the saved key.": "Yêu cầu xác minh để tiết lộ khóa đã lưu.",
     "Verify": "Kiểm tra",
     "Verify and Sign In": "Xác minh và Đăng nhập",
-    "Verify model routing and billing with Playground": "Verify model routing and billing with Playground",
+    "Verify model routing and billing with Playground": "Xác minh định tuyến mô hình và thanh toán bằng Playground",
     "Verify routing with Playground or your client": "Xác minh định tuyến bằng Playground hoặc client của bạn",
     "Verify Setup": "Xác minh thiết lập",
     "Verify your database connection": "Xác minh kết nối cơ sở dữ liệu của bạn",
@@ -5022,8 +5045,8 @@
     "Video": "Video",
     "Video length in seconds": "Độ dài video (giây)",
     "Video Remix": "Remix video",
-    "video task adapters, status mappings, and protocol paths": "video task adapters, status mappings, and protocol paths",
-    "video task channels and protocol templates": "video task channels and protocol templates",
+    "video task adapters, status mappings, and protocol paths": "bộ điều hợp tác vụ video, ánh xạ trạng thái và đường dẫn giao thức",
+    "video task channels and protocol templates": "kênh tác vụ video và mẫu giao thức",
     "Video Task Protocol": "Giao thức tác vụ video",
     "Vidu": "Vidu",
     "View": "Xem",
diff --git a/web/default/src/i18n/locales/zh.json b/web/default/src/i18n/locales/zh.json
index 0ae9c1c..779bb69 100644
--- a/web/default/src/i18n/locales/zh.json
+++ b/web/default/src/i18n/locales/zh.json
@@ -23,6 +23,7 @@
     "{\"original-model\": \"replacement-model\"}": "{\"original-model\": \"replacement-model\"}",
     "{{category}} Models": "{{category}} 模型",
     "{{completed}}/{{total}} completed": "已完成 {{completed}}/{{total}}",
+    "{{count}} {{entity}} selected. Bulk actions toolbar is available.": "已选择 {{count}} 个{{entity}}。批量操作工具栏现已可用。",
     "{{count}} channel(s) deleted": "已删除 {{count}} 个渠道",
     "{{count}} channel(s) disabled": "已禁用 {{count}} 个渠道",
     "{{count}} channel(s) enabled": "已启用 {{count}} 个渠道",
@@ -38,10 +39,12 @@
     "{{count}} IP(s)": "{{count}} 个 IP",
     "{{count}} log entries removed.": "已删除 {{count}} 条日志。",
     "{{count}} minutes ago": "{{count}} 分钟前",
+    "{{count}} model(s)": "{{count}} 个模型",
     "{{count}} models": "{{count}} 个模型",
     "{{count}} months ago": "{{count}} 个月前",
     "{{count}} more": "还有 {{count}} 个",
     "{{count}} override": "{{count}} 个覆盖",
+    "{{count}} selected": "已选择 {{count}} 项",
     "{{count}} selected targets available for bulk copy.": "已选择 {{count}} 个目标，可用于批量复制。",
     "{{count}} tiered billing models enabled": "已启用 {{count}} 个分阶段计费模型",
     "{{count}} tiers": "{{count}} 档",
@@ -49,6 +52,7 @@
     "{{count}} weeks ago": "{{count}} 周前",
     "{{field}} updated to {{value}}": "{{field}} 已更新为 {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "标签「{{tag}}」的 {{field}} 已更新为 {{value}}",
+    "{{item}} option preview": "{{item}} 选项预览",
     "{{modality}} not supported": "不支持 {{modality}}",
     "{{modality}} supported": "支持 {{modality}}",
     "{{n}} model(s) selected": "已选 {{n}} 个模型",
@@ -60,6 +64,7 @@
     "{{routeContext}} groups must not be empty": "{{routeContext}} 分组不能为空",
     "{{routeContext}} groups must not exceed 64 entries": "{{routeContext}} 分组不能超过 64 项",
     "{{success}} succeeded, {{failed}} failed": "{{success}} 个成功，{{failed}} 个失败",
+    "{{title}} usage: {{percent}}%": "{{title}} 使用率：{{percent}}%",
     "{{value}}ms": "{{value}} 毫秒",
     "{{value}}s": "{{value}} 秒",
     "@lobehub/icons key": "@lobehub/icons 键",
@@ -103,6 +108,7 @@
     "24 hours ago": "24 小时前",
     "29 Days": "29 天",
     "3. Enter your Gotify server URL and token above": "3. 在上方输入您的 Gotify 服务器 URL 和令牌",
+    "30 day uptime {{percent}}%": "30 天可用率 {{percent}}%",
     "30 Days": "30 天",
     "30 days ago": "30 天前",
     "30d change": "30 天变化",
@@ -659,6 +665,7 @@
     "Billing": "计费",
     "Billing & Payment": "计费与支付",
     "Billing and cost audit": "计费与成本审计",
+    "Billing and group ratios are calculated from the real group that handles the request.": "计费和分组倍率按实际处理请求的真实分组计算。",
     "Billing currency": "计费货币",
     "Billing Details": "计费详情",
     "Billing governance": "计费治理",
@@ -667,7 +674,6 @@
     "Billing Mode": "计费模式",
     "Billing Process": "计费过程",
     "Billing Source": "计费来源",
-    "Billing and group ratios are calculated from the real group that handles the request.": "计费和分组倍率按实际处理请求的真实分组计算。",
     "billing-aware model rules": "支持计费的模型规则",
     "billing-aware models": "支持计费的模型",
     "Bind": "绑定",
@@ -701,6 +707,7 @@
     "Bound product:": "已绑定产品：",
     "Bound store:": "已绑定店铺：",
     "Boundary control": "边界管控",
+    "Breadcrumb": "面包屑导航",
     "Bring channels back online after successful checks": "检查成功后使渠道恢复在线",
     "Browse and compare": "浏览和比较",
     "Browse available models and pricing": "浏览可用模型和价格",
@@ -720,6 +727,7 @@
     "Built-in": "内置",
     "Built-in Device": "内置设备",
     "Built-in: phone fingerprint/face, or Windows Hello; External: USB security key": "内置：手机指纹/面部，或 Windows Hello；外部：USB 安全密钥",
+    "Bulk actions for {{count}} selected {{entity}}": "针对已选择的 {{count}} 个{{entity}}的批量操作",
     "by": "由",
     "By category": "按行业",
     "By clicking sign in, you agree to our": "点击登录即表示您同意我们的",
@@ -1287,6 +1295,7 @@
     "Day of month": "日期（日）",
     "days": "天",
     "Days to Retain": "保留天数",
+    "Decrement": "减少",
     "Deducted by subscription": "由订阅抵扣",
     "DeepSeek": "DeepSeek",
     "default": "默认",
@@ -1344,6 +1353,7 @@
     "Delete Models?": "删除模型？",
     "Delete Provider": "删除提供商",
     "Delete Request Header": "删除请求头",
+    "Delete row": "删除行",
     "Delete selected API keys": "删除选定的 API 密钥",
     "Delete selected channels": "删除所选渠道",
     "Delete selected models": "删除选定的模型",
@@ -1545,6 +1555,7 @@
     "Edit chat preset": "编辑聊天预设",
     "Edit discount tier": "编辑折扣档位",
     "Edit FAQ": "编辑常见问题",
+    "Edit group": "编辑分组",
     "Edit group rate limit": "编辑组速率限制",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "直接编辑 JSON 对象。适合简单覆盖参数的场景。",
     "Edit JSON text directly. Format will be validated on save.": "直接编辑 JSON 文本，保存时会校验格式。",
@@ -1582,6 +1593,7 @@
     "Enable": "启用",
     "Enable 2FA": "启用 2FA",
     "Enable All": "启用全部",
+    "Enable and price audio input before configuring audio output.": "请先启用音频输入并设置价格，然后再配置音频输出。",
     "Enable check-in feature": "启用签到功能",
     "Enable Data Dashboard": "启用数据仪表板",
     "Enable demo mode with limited functionality": "启用功能受限的演示模式",
@@ -1694,7 +1706,6 @@
     "Enter tag name (optional)": "输入标签名称（可选）",
     "Enter the 6-digit code from your authenticator app": "输入来自身份验证器应用的 6 位代码",
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "输入来自身份验证器应用的 6 位基于时间的单次密码或 8 位备份代码。",
-    "Enter your account password to confirm this sensitive action.": "输入账户密码以确认此敏感操作。",
     "Enter the complete URL, supports": "输入完整的 URL，支持",
     "Enter the Coze agent ID": "输入 Coze 代理 ID",
     "Enter the full URL of your Gotify server": "输入您的 Gotify 服务器的完整 URL",
@@ -1709,6 +1720,7 @@
     "Enter username": "输入用户名",
     "Enter verification code": "输入验证码",
     "Enter webhook secret": "输入 webhook 密钥",
+    "Enter your account password to confirm this sensitive action.": "输入账户密码以确认此敏感操作。",
     "Enter your authenticator code or a backup code": "输入您的身份验证器代码或备份代码",
     "Enter your email": "输入您的电子邮件",
     "Enter your redemption code": "输入您的兑换码",
@@ -2114,6 +2126,7 @@
     "Go to io.net API Keys": "前往 io.net API 密钥",
     "Go to last page": "前往末页",
     "Go to next page": "前往下一页",
+    "Go to page {{page}}": "前往第 {{page}} 页",
     "Go to previous page": "前往上一页",
     "Go to settings": "前往设置",
     "Go to Settings": "前往设置",
@@ -2312,6 +2325,7 @@
     "Incoming path must not include query": "入口路径不能包含 query",
     "Incoming path must start with /": "入口路径必须以 / 开头",
     "Incomplete": "未完成",
+    "Increment": "增加",
     "Index": "索引",
     "Ingress": "入口",
     "Initial quota given to new users": "授予新用户的初始配额",
@@ -2779,6 +2793,7 @@
     "More Apps": "更多",
     "More compatible APIs": "更多兼容 API",
     "more mapping": "更多映射",
+    "More pages": "更多页面",
     "More templates...": "更多模板...",
     "More than 999 days left": "剩余超过 999 天",
     "More...": "更多...",
@@ -2867,6 +2882,7 @@
     "Next branch": "下一个分支",
     "Next page": "下一页",
     "Next reset": "下一次重置",
+    "Next slide": "下一张幻灯片",
     "No": "否",
     "No About Content Set": "未设置关于内容",
     "No Active": "无生效",
@@ -3227,6 +3243,7 @@
     "Overwritten": "已覆盖",
     "Page": "页面",
     "Page {{current}} of {{total}}": "第 {{current}} 页，共 {{total}} 页",
+    "Pagination": "分页导航",
     "PaLM": "PaLM",
     "Pan": "平移",
     "Pancake": "煎饼",
@@ -3376,7 +3393,6 @@
     "Please confirm that you understand the consequences": "请确认您了解后果",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "请先在系统设置中启用 io.net 模型部署服务，并配置 API Key。",
     "Please enable Two-factor Authentication or Passkey before proceeding": "请先启用双因素认证或通行密钥",
-    "Please enter your password": "请输入密码",
     "Please enter a name": "请输入名称",
     "Please enter a new password": "请输入新密码",
     "Please enter a redemption code": "请输入兑换码",
@@ -3398,6 +3414,7 @@
     "Please enter your current password": "请输入当前密码",
     "Please enter your email": "请输入您的电子邮件",
     "Please enter your email first": "请先输入您的邮箱",
+    "Please enter your password": "请输入密码",
     "Please enter your verification code": "请输入您的验证码",
     "Please enter your verification code or backup code": "请输入您的验证码或备用码",
     "Please fix JSON errors before saving": "请先修复 JSON 错误再保存",
@@ -3481,6 +3498,7 @@
     "Previous": "上一步",
     "Previous branch": "上一分支",
     "Previous page": "上一页",
+    "Previous slide": "上一张幻灯片",
     "Price": "价格",
     "Price ($/1K calls)": "价格（$/1K 次）",
     "Price (local currency / USD)": "价格（本地货币/美元）",
@@ -3604,13 +3622,13 @@
     "Quota ({{currency}})": "额度 ({{currency}})",
     "quota + refund": "额度 + 退款",
     "Quota adjusted successfully": "调整额度成功",
-    "Quota must be a safe integer within the supported range": "额度必须是支持范围内的安全整数",
     "Quota consumed before charging users": "向用户收费前消耗的配额",
     "Quota Distribution": "消耗分布",
     "Quota given to invited users": "授予被邀请用户的配额",
     "Quota given to users who invite others": "授予邀请其他用户的配额",
     "Quota limits": "额度限制",
     "Quota must be a positive number": "配额必须是正数",
+    "Quota must be a safe integer within the supported range": "额度必须是支持范围内的安全整数",
     "Quota must be zero or greater": "额度不能为负数",
     "Quota Per Unit": "每单位配额",
     "Quota reminder (tokens)": "配额提醒（token）",
@@ -3752,6 +3770,7 @@
     "Remove rule group": "移除规则组",
     "Remove string prefix": "去掉字符串前缀",
     "Remove string suffix": "去掉字符串后缀",
+    "Remove tag": "移除标签",
     "Remove the target field": "删除目标字段",
     "Remove tier": "移除档位",
     "Removed": "已移除",
@@ -4017,6 +4036,7 @@
     "Scope": "作用域",
     "scope + quota": "范围 + 额度",
     "Scopes": "作用域",
+    "Scroll to bottom": "滚动到底部",
     "Search": "搜索",
     "Search by name or URL...": "按名称或 URL 搜索...",
     "Search by order number...": "按订单号搜索...",
@@ -4056,6 +4076,7 @@
     "Security verification": "安全验证",
     "Seedance": "Seedance / 豆包视频",
     "Select": "选择",
+    "Select {{item}}": "选择 {{item}}",
     "Select a color": "选择颜色",
     "Select a group": "选择一个分组",
     "Select a group type": "选择分组类型",
@@ -4626,7 +4647,9 @@
     "Today": "今天",
     "Toggle columns": "切换列",
     "Toggle navigation menu": "切换导航菜单",
+    "Toggle password visibility": "切换密码可见性",
     "Toggle plan": "切换计划",
+    "Toggle Sidebar": "切换侧边栏",
     "Toggle theme": "切换主题",
     "Token": "令牌",
     "token + audit": "令牌 + 审计",
diff --git a/web/default/src/main.tsx b/web/default/src/main.tsx
index 40d61c5..29aa5d4 100644
--- a/web/default/src/main.tsx
+++ b/web/default/src/main.tsx
@@ -88,10 +88,6 @@ const queryClient = new QueryClient({
           const redirect = `${router.history.location.href}`
           router.navigate({ to: '/sign-in', search: { redirect } })
         }
-        if (error.response?.status === 500) {
-          toast.error(i18next.t('Internal Server Error!'))
-          router.navigate({ to: '/500' })
-        }
       }
     },
   }),
diff --git a/web/default/src/styles/index.css b/web/default/src/styles/index.css
index 0bf239b..3b9cfab 100644
--- a/web/default/src/styles/index.css
+++ b/web/default/src/styles/index.css
@@ -500,7 +500,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
     'tnum' 1,
     'lnum' 1;
   font-variant-numeric: tabular-nums lining-nums;
-  letter-spacing: -0.02em;
+  letter-spacing: 0;
 }
 
 /* Micro-interactions — Vercel-style subtle hover/active feedback */
@@ -798,7 +798,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
   color: rgb(125 211 252);
   font-size: 0.72rem;
   font-weight: 800;
-  letter-spacing: 0.18em;
+  letter-spacing: 0;
   text-transform: uppercase;
 }
 
@@ -953,6 +953,8 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 
 .home-visual-shell {
   position: relative;
+  width: 100%;
+  min-width: 0;
   overflow: hidden;
   min-height: 42rem;
   border-radius: 1.75rem;
@@ -1534,7 +1536,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
   color: rgb(148 163 184 / 0.58);
   font-size: 0.78rem;
   font-weight: 900;
-  letter-spacing: 0.14em;
+  letter-spacing: 0;
 }
 
 .home-metric-value {
@@ -1592,7 +1594,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
   color: rgb(125 211 252);
   font-size: 0.72rem;
   font-weight: 800;
-  letter-spacing: 0.08em;
+  letter-spacing: 0;
   text-transform: uppercase;
 }
 
@@ -1626,7 +1628,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
   color: rgb(125 211 252);
   font-size: 0.72rem;
   font-weight: 800;
-  letter-spacing: 0.16em;
+  letter-spacing: 0;
   text-transform: uppercase;
 }
 
@@ -1694,7 +1696,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
   color: rgb(125 211 252);
   font-size: 0.72rem;
   font-weight: 800;
-  letter-spacing: 0.12em;
+  letter-spacing: 0;
   text-transform: uppercase;
 }
 
@@ -1733,7 +1735,7 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
   color: rgb(125 211 252);
   font-size: 0.72rem;
   font-weight: 800;
-  letter-spacing: 0.16em;
+  letter-spacing: 0;
   text-transform: uppercase;
 }
 
@@ -1943,6 +1945,11 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 }
 
 @media (max-width: 1023px) {
+  .home-hero-layout {
+    grid-template-columns: minmax(0, 1fr);
+    width: 100%;
+  }
+
   .home-hero-title span {
     font-size: 3.6rem;
   }
diff --git a/web/default/src/styles/theme-presets.css b/web/default/src/styles/theme-presets.css
index 38beab5..d745442 100644
--- a/web/default/src/styles/theme-presets.css
+++ b/web/default/src/styles/theme-presets.css
@@ -657,16 +657,15 @@ For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API
 [data-theme-font='serif'] [data-slot='drawer-title'],
 [data-theme-font='serif'] [data-slot='card-title'] {
   font-weight: 500;
-  letter-spacing: -0.012em;
+  letter-spacing: 0;
 }
 
-/* Larger displays earn tighter tracking, matching Copernicus/Tiempos
- * editorial display setting (~ -0.02em at 30px+). */
+/* Keep display headings at the same neutral letter spacing as compact UI. */
 [data-theme-font='serif'] h1,
 [data-theme-font='serif'] .text-3xl,
 [data-theme-font='serif'] .text-4xl,
 [data-theme-font='serif'] .text-5xl {
-  letter-spacing: -0.02em;
+  letter-spacing: 0;
 }
 
 /* ── Border radius ────────────────────────────────────────────────────── */
diff --git a/web/default/src/tanstack-table.d.ts b/web/default/src/tanstack-table.d.ts
index ae4fe20..073768e 100644
--- a/web/default/src/tanstack-table.d.ts
+++ b/web/default/src/tanstack-table.d.ts
@@ -29,5 +29,9 @@ declare module '@tanstack/react-table' {
     sortable?: boolean
     // Custom CSS classes to apply to the column cells
     className?: string
+    // Mobile list placement hints
+    mobileTitle?: boolean
+    mobileBadge?: boolean
+    mobileHidden?: boolean
   }
 }

From 423d45d018c66bd96b04ea705eabb60bb10b54ed Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Tue, 14 Jul 2026 00:29:16 +0800
Subject: [PATCH 2/8] v1.0.5-preview.1

---
 .../overview/overview-query-utils.test.ts     | 26 ++++++++++++-------
 1 file changed, 17 insertions(+), 9 deletions(-)

diff --git a/web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts b/web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts
index 5c859e7..441deea 100644
--- a/web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts
+++ b/web/default/src/features/dashboard/components/overview/overview-query-utils.test.ts
@@ -16,25 +16,33 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
-import { describe, expect, test } from 'bun:test'
+import assert from 'node:assert/strict'
+import { describe, test } from 'node:test'
 import { getDashboardQueryData } from './overview-query-utils'
 
 describe('getDashboardQueryData', () => {
   test('returns successful response data', () => {
-    expect(
-      getDashboardQueryData({ success: true, data: ['model-a', 'model-b'] })
-    ).toEqual(['model-a', 'model-b'])
+    assert.deepEqual(
+      getDashboardQueryData({ success: true, data: ['model-a', 'model-b'] }),
+      ['model-a', 'model-b']
+    )
   })
 
   test('throws the backend message for a business failure', () => {
-    expect(() =>
-      getDashboardQueryData({ success: false, message: 'models unavailable' })
-    ).toThrow('models unavailable')
+    assert.throws(
+      () =>
+        getDashboardQueryData({
+          success: false,
+          message: 'models unavailable',
+        }),
+      /models unavailable/
+    )
   })
 
   test('uses the generic message when the backend omits one', () => {
-    expect(() => getDashboardQueryData({ success: false })).toThrow(
-      'Request failed'
+    assert.throws(
+      () => getDashboardQueryData({ success: false }),
+      /Request failed/
     )
   })
 })

From 40cbba49cba14ca75d4ab35436f893a8017ca42b Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Tue, 14 Jul 2026 01:58:28 +0800
Subject: [PATCH 3/8] v1.0.5-preview.1

---
 .../components/data-table/data-table-page.tsx |   6 +-
 .../layout/components/public-header.tsx       |  12 +
 web/default/src/components/ui/command.tsx     |   2 +-
 .../src/components/ui/context-menu.tsx        |   2 +-
 .../src/components/ui/dropdown-menu.tsx       |   2 +-
 web/default/src/components/ui/menubar.tsx     |   2 +-
 web/default/src/features/channels/api.ts      |  20 +-
 .../dialogs/ollama-models-dialog.tsx          |  67 ++-
 ...-override-specialized-editor-utils.test.ts |  50 ++
 ...param-override-specialized-editor-utils.ts |  65 +++
 .../param-override-specialized-editors.tsx    | 457 +++++++++++-------
 .../overview/overview-dashboard.tsx           | 241 +++++----
 .../models/tiered-pricing-editor.tsx          |   2 +-
 .../models/tiered-pricing-utils.test.ts       |  52 ++
 .../models/tiered-pricing-utils.ts            |  14 +-
 web/default/src/i18n/locales/en.json          |   3 +
 web/default/src/i18n/locales/fr.json          |   5 +-
 web/default/src/i18n/locales/ja.json          |   7 +-
 web/default/src/i18n/locales/ru.json          |   5 +-
 web/default/src/i18n/locales/vi.json          |   5 +-
 web/default/src/i18n/locales/zh.json          |   3 +
 21 files changed, 696 insertions(+), 326 deletions(-)
 create mode 100644 web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.test.ts
 create mode 100644 web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.ts
 create mode 100644 web/default/src/features/system-settings/models/tiered-pricing-utils.test.ts

diff --git a/web/default/src/components/data-table/data-table-page.tsx b/web/default/src/components/data-table/data-table-page.tsx
index b790d15..075f16a 100644
--- a/web/default/src/components/data-table/data-table-page.tsx
+++ b/web/default/src/components/data-table/data-table-page.tsx
@@ -253,11 +253,9 @@ export function DataTablePage<TData>(props: DataTablePageProps<TData>) {
 
 function useNarrowTableContainer() {
   const containerRef = React.useRef<HTMLDivElement>(null)
-  const [isNarrow, setIsNarrow] = React.useState(
-    () => typeof window !== 'undefined' && window.innerWidth <= 640
-  )
+  const [isNarrow, setIsNarrow] = React.useState(false)
 
-  React.useEffect(() => {
+  React.useLayoutEffect(() => {
     const container = containerRef.current
     if (!container) return
 
diff --git a/web/default/src/components/layout/components/public-header.tsx b/web/default/src/components/layout/components/public-header.tsx
index da36b01..5f758fd 100644
--- a/web/default/src/components/layout/components/public-header.tsx
+++ b/web/default/src/components/layout/components/public-header.tsx
@@ -46,6 +46,7 @@ import { PublicHeaderToolsMenu } from './header-tools-menu'
 
 const AUTH_PROMPT_SECONDS = 5
 const MAX_API_GITHUB_URL = 'https://github.com/MAX-API-Next/MAX-API'
+const DESKTOP_NAVIGATION_MEDIA_QUERY = '(min-width: 1024px)'
 
 type AuthPromptTarget = {
   title: string
@@ -120,6 +121,17 @@ export function PublicHeader(props: PublicHeaderProps) {
     }
   }, [mobileOpen])
 
+  useEffect(() => {
+    const mediaQuery = window.matchMedia(DESKTOP_NAVIGATION_MEDIA_QUERY)
+    const closeMobileMenuOnDesktop = (event: MediaQueryListEvent) => {
+      if (event.matches) setMobileOpen(false)
+    }
+
+    mediaQuery.addEventListener('change', closeMobileMenuOnDesktop)
+    return () =>
+      mediaQuery.removeEventListener('change', closeMobileMenuOnDesktop)
+  }, [])
+
   useEffect(() => {
     if (!authPromptTarget) return
 
diff --git a/web/default/src/components/ui/command.tsx b/web/default/src/components/ui/command.tsx
index d802199..ddbd76e 100644
--- a/web/default/src/components/ui/command.tsx
+++ b/web/default/src/components/ui/command.tsx
@@ -198,7 +198,7 @@ function CommandShortcut({
     <span
       data-slot='command-shortcut'
       className={cn(
-        'text-muted-foreground group-data-selected/command-item:text-foreground text-xsst ml-auto',
+        'text-muted-foreground group-data-selected/command-item:text-foreground ml-auto text-xs',
         className
       )}
       {...props}
diff --git a/web/default/src/components/ui/context-menu.tsx b/web/default/src/components/ui/context-menu.tsx
index 9ddfa85..c0cb61d 100644
--- a/web/default/src/components/ui/context-menu.tsx
+++ b/web/default/src/components/ui/context-menu.tsx
@@ -267,7 +267,7 @@ function ContextMenuShortcut({
     <span
       data-slot='context-menu-shortcut'
       className={cn(
-        'text-muted-foreground group-focus/context-menu-item:text-accent-foreground text-xsst ml-auto',
+        'text-muted-foreground group-focus/context-menu-item:text-accent-foreground ml-auto text-xs',
         className
       )}
       {...props}
diff --git a/web/default/src/components/ui/dropdown-menu.tsx b/web/default/src/components/ui/dropdown-menu.tsx
index a17ea17..a6b91c5 100644
--- a/web/default/src/components/ui/dropdown-menu.tsx
+++ b/web/default/src/components/ui/dropdown-menu.tsx
@@ -280,7 +280,7 @@ function DropdownMenuShortcut({
     <span
       data-slot='dropdown-menu-shortcut'
       className={cn(
-        'text-muted-foreground group-focus/dropdown-menu-item:text-accent-foreground text-xsst ml-auto',
+        'text-muted-foreground group-focus/dropdown-menu-item:text-accent-foreground ml-auto text-xs',
         className
       )}
       {...props}
diff --git a/web/default/src/components/ui/menubar.tsx b/web/default/src/components/ui/menubar.tsx
index c422291..e97c880 100644
--- a/web/default/src/components/ui/menubar.tsx
+++ b/web/default/src/components/ui/menubar.tsx
@@ -232,7 +232,7 @@ function MenubarShortcut({
     <DropdownMenuShortcut
       data-slot='menubar-shortcut'
       className={cn(
-        'text-muted-foreground group-focus/menubar-item:text-accent-foreground text-xsst ml-auto',
+        'text-muted-foreground group-focus/menubar-item:text-accent-foreground ml-auto text-xs',
         className
       )}
       {...props}
diff --git a/web/default/src/features/channels/api.ts b/web/default/src/features/channels/api.ts
index 0615464..7ea7872 100644
--- a/web/default/src/features/channels/api.ts
+++ b/web/default/src/features/channels/api.ts
@@ -214,11 +214,12 @@ export async function updateChannelBalance(
  * Fetch available models from upstream provider
  */
 export async function fetchUpstreamModels(
-  id: number
+  id: number,
+  signal?: AbortSignal
 ): Promise<FetchModelsResponse> {
   const res = await api.get(
     `/api/channel/fetch_models/${id}`,
-    channelActionConfig()
+    channelActionConfig({ signal })
   )
   return res.data
 }
@@ -500,15 +501,18 @@ export async function getTagModels(
 /**
  * Fetch models from a custom endpoint (for testing before creating channel)
  */
-export async function fetchModels(data: {
-  base_url: string
-  type: number
-  key: string
-}): Promise<FetchModelsResponse> {
+export async function fetchModels(
+  data: {
+    base_url: string
+    type: number
+    key: string
+  },
+  signal?: AbortSignal
+): Promise<FetchModelsResponse> {
   const res = await api.post(
     '/api/channel/fetch_models',
     data,
-    channelActionConfig()
+    channelActionConfig({ signal })
   )
   return res.data
 }
diff --git a/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx b/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx
index 8b0e085..3be0b1e 100644
--- a/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx
+++ b/web/default/src/features/channels/components/dialogs/ollama-models-dialog.tsx
@@ -87,6 +87,8 @@ export function OllamaModelsDialog({
   const [isPulling, setIsPulling] = useState(false)
   const [pullProgress, setPullProgress] = useState<PullProgress | null>(null)
   const pullAbortRef = useRef<AbortController | null>(null)
+  const modelFetchAbortRef = useRef<AbortController | null>(null)
+  const modelFetchRunRef = useRef(0)
 
   const [deleteOpen, setDeleteOpen] = useState(false)
   const [deleteTarget, setDeleteTarget] = useState<string | null>(null)
@@ -103,7 +105,18 @@ export function OllamaModelsDialog({
     [currentRow?.models]
   )
 
+  const cancelModelFetch = useCallback(() => {
+    modelFetchRunRef.current += 1
+    modelFetchAbortRef.current?.abort()
+    modelFetchAbortRef.current = null
+  }, [])
+
   const resetDialogState = useCallback(() => {
+    cancelModelFetch()
+    setIsFetching(false)
+    setDeleteOpen(false)
+    setDeleteTarget(null)
+    setIsDeleting(false)
     setModels([])
     setSelected([])
     setSearch('')
@@ -112,10 +125,18 @@ export function OllamaModelsDialog({
     setPullProgress(null)
     pullAbortRef.current?.abort()
     pullAbortRef.current = null
-  }, [])
+  }, [cancelModelFetch])
 
   const fetchOllamaModels = useCallback(async () => {
     if (!channelId) return
+
+    cancelModelFetch()
+    const controller = new AbortController()
+    const fetchRun = modelFetchRunRef.current
+    modelFetchAbortRef.current = controller
+    const isActiveRun = () =>
+      modelFetchRunRef.current === fetchRun && !controller.signal.aborted
+
     setIsFetching(true)
     try {
       let normalized: OllamaModel[] = []
@@ -125,24 +146,33 @@ export function OllamaModelsDialog({
       const baseUrl = resolveOllamaBaseUrl(currentRow ?? null)
       if (isOllamaChannel && baseUrl) {
         try {
-          const payloadLive = await fetchModelsFromEndpoint({
-            base_url: baseUrl,
-            type: CHANNEL_TYPE_OLLAMA,
-            key: typeof currentRow?.key === 'string' ? currentRow.key : '',
-          })
+          const payloadLive = await fetchModelsFromEndpoint(
+            {
+              base_url: baseUrl,
+              type: CHANNEL_TYPE_OLLAMA,
+              key: typeof currentRow?.key === 'string' ? currentRow.key : '',
+            },
+            controller.signal
+          )
+          if (!isActiveRun()) return
           if (payloadLive?.success) {
             normalized = normalizeOllamaModels(payloadLive.data)
           } else if (payloadLive?.message) {
             lastErr = String(payloadLive.message)
           }
         } catch (err: unknown) {
+          if (!isActiveRun()) return
           lastErr = err instanceof Error ? err.message : ''
         }
       }
 
       // 2) Fallback to server-side fetch by channelId
       if (!normalized.length) {
-        const payload = await fetchUpstreamModels(Number(channelId))
+        const payload = await fetchUpstreamModels(
+          Number(channelId),
+          controller.signal
+        )
+        if (!isActiveRun()) return
         if (payload?.success) {
           normalized = normalizeOllamaModels(payload.data)
           lastErr = ''
@@ -151,6 +181,7 @@ export function OllamaModelsDialog({
         }
       }
 
+      if (!isActiveRun()) return
       if (!normalized.length && lastErr) {
         toast.error(lastErr || t('Failed to fetch models'))
       }
@@ -166,13 +197,17 @@ export function OllamaModelsDialog({
           : normalized.map((m) => m.id)
       })
     } catch (err: unknown) {
+      if (!isActiveRun()) return
       const msg = err instanceof Error ? err.message : undefined
       toast.error(msg || t('Failed to fetch models'))
       setModels([])
     } finally {
-      setIsFetching(false)
+      if (modelFetchRunRef.current === fetchRun) {
+        modelFetchAbortRef.current = null
+        setIsFetching(false)
+      }
     }
-  }, [channelId, currentRow, isOllamaChannel, t])
+  }, [cancelModelFetch, channelId, currentRow, isOllamaChannel, t])
 
   useEffect(() => {
     if (!open) {
@@ -184,9 +219,19 @@ export function OllamaModelsDialog({
       const frame = requestAnimationFrame(() => {
         void fetchOllamaModels()
       })
-      return () => cancelAnimationFrame(frame)
+      return () => {
+        cancelAnimationFrame(frame)
+        cancelModelFetch()
+      }
     }
-  }, [channelId, fetchOllamaModels, isOllamaChannel, open, resetDialogState])
+  }, [
+    cancelModelFetch,
+    channelId,
+    fetchOllamaModels,
+    isOllamaChannel,
+    open,
+    resetDialogState,
+  ])
 
   const toggleSelected = (modelId: string, checked: boolean) => {
     setSelected((prev) => {
diff --git a/web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.test.ts b/web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.test.ts
new file mode 100644
index 0000000..0cee8d3
--- /dev/null
+++ b/web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.test.ts
@@ -0,0 +1,50 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import assert from 'node:assert/strict'
+import { describe, test } from 'node:test'
+import {
+  editSyncTargetKey,
+  selectSyncTargetType,
+} from './param-override-specialized-editor-utils'
+
+describe('sync target editor state', () => {
+  test('keeps the selected type while the target key is empty', () => {
+    assert.deepEqual(
+      selectSyncTargetType({ type: 'json', key: '' }, 'header'),
+      {
+        spec: '',
+        typeOverride: 'header',
+      }
+    )
+  })
+
+  test('serializes a key using the locally selected type', () => {
+    assert.deepEqual(editSyncTargetKey('header', 'session_id'), {
+      spec: 'header:session_id',
+      typeOverride: null,
+    })
+  })
+
+  test('preserves the current type when the key is cleared', () => {
+    assert.deepEqual(editSyncTargetKey('header', ''), {
+      spec: '',
+      typeOverride: 'header',
+    })
+  })
+})
diff --git a/web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.ts b/web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.ts
new file mode 100644
index 0000000..2ff6e9a
--- /dev/null
+++ b/web/default/src/features/channels/components/dialogs/param-override-specialized-editor-utils.ts
@@ -0,0 +1,65 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+export type SyncTargetType = 'header' | 'json'
+
+type SyncTarget = {
+  type: string
+  key: string
+}
+
+type SyncTargetEdit = {
+  spec: string
+  typeOverride: SyncTargetType | null
+}
+
+export function normalizeSyncTargetType(type: string): SyncTargetType {
+  return type === 'header' ? 'header' : 'json'
+}
+
+export function buildSyncTargetSpec(type: string, key: string): string {
+  const normalizedType = normalizeSyncTargetType(type)
+  const normalizedKey = String(key ?? '').trim()
+  if (!normalizedKey) return ''
+  return `${normalizedType}:${normalizedKey}`
+}
+
+export function selectSyncTargetType(
+  target: SyncTarget,
+  type: string
+): SyncTargetEdit {
+  const nextType = normalizeSyncTargetType(type)
+  if (!target.key.trim()) {
+    return { spec: '', typeOverride: nextType }
+  }
+  return {
+    spec: buildSyncTargetSpec(nextType, target.key),
+    typeOverride: null,
+  }
+}
+
+export function editSyncTargetKey(
+  currentType: string,
+  key: string
+): SyncTargetEdit {
+  const normalizedType = normalizeSyncTargetType(currentType)
+  return {
+    spec: buildSyncTargetSpec(normalizedType, key),
+    typeOverride: key.trim() ? null : normalizedType,
+  }
+}
diff --git a/web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx b/web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx
index 9a7d222..a5cd969 100644
--- a/web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx
+++ b/web/default/src/features/channels/components/dialogs/param-override-specialized-editors.tsx
@@ -16,11 +16,13 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
+import { useId, useState } from 'react'
 import { Plus, Trash2 } from 'lucide-react'
 import { useTranslation } from 'react-i18next'
 import { Badge } from '@/components/ui/badge'
 import { Button } from '@/components/ui/button'
 import { Input } from '@/components/ui/input'
+import { Label } from '@/components/ui/label'
 import {
   Select,
   SelectContent,
@@ -31,6 +33,12 @@ import {
 } from '@/components/ui/select'
 import { Switch } from '@/components/ui/switch'
 import { Textarea } from '@/components/ui/textarea'
+import {
+  editSyncTargetKey,
+  normalizeSyncTargetType,
+  selectSyncTargetType,
+  type SyncTargetType,
+} from './param-override-specialized-editor-utils'
 
 const CONDITION_MODE_OPTIONS = [
   { label: 'Exact Match', value: 'full' },
@@ -48,13 +56,6 @@ const SYNC_TARGET_TYPE_OPTIONS = [
   { label: 'Request Header Field', value: 'header' },
 ]
 
-const buildSyncTargetSpec = (type: string, key: string): string => {
-  const normalizedType = type === 'header' ? 'header' : 'json'
-  const normalizedKey = String(key ?? '').trim()
-  if (!normalizedKey) return ''
-  return `${normalizedType}:${normalizedKey}`
-}
-
 export type ReturnErrorDraft = {
   message: string
   statusCode: number
@@ -99,6 +100,7 @@ export function ReturnErrorEditor(
 ) {
   const { t } = useTranslation()
   const draft = returnErrorEditorProps.draft
+  const fieldIdPrefix = useId()
 
   return (
     <div className='rounded-lg border p-3'>
@@ -140,10 +142,14 @@ export function ReturnErrorEditor(
       </div>
 
       <div className='space-y-1.5'>
-        <label className='text-xs font-medium'>
+        <Label
+          htmlFor={`${fieldIdPrefix}-message`}
+          className='text-xs font-medium'
+        >
           {t('Error Message (required)')}
-        </label>
+        </Label>
         <Textarea
+          id={`${fieldIdPrefix}-message`}
           value={draft.message}
           onChange={(e) =>
             returnErrorEditorProps.updateDraft(
@@ -167,8 +173,14 @@ export function ReturnErrorEditor(
         <>
           <div className='mt-3 grid gap-3 sm:grid-cols-3'>
             <div className='space-y-1'>
-              <label className='text-xs font-medium'>{t('Status Code')}</label>
+              <Label
+                htmlFor={`${fieldIdPrefix}-status-code`}
+                className='text-xs font-medium'
+              >
+                {t('Status Code')}
+              </Label>
               <Input
+                id={`${fieldIdPrefix}-status-code`}
                 value={String(draft.statusCode ?? '')}
                 onChange={(e) =>
                   returnErrorEditorProps.updateDraft(
@@ -181,10 +193,14 @@ export function ReturnErrorEditor(
               />
             </div>
             <div className='space-y-1'>
-              <label className='text-xs font-medium'>
+              <Label
+                htmlFor={`${fieldIdPrefix}-error-code`}
+                className='text-xs font-medium'
+              >
                 {t('Error Code (optional)')}
-              </label>
+              </Label>
               <Input
+                id={`${fieldIdPrefix}-error-code`}
                 value={draft.code}
                 onChange={(e) =>
                   returnErrorEditorProps.updateDraft(
@@ -197,10 +213,14 @@ export function ReturnErrorEditor(
               />
             </div>
             <div className='space-y-1'>
-              <label className='text-xs font-medium'>
+              <Label
+                htmlFor={`${fieldIdPrefix}-error-type`}
+                className='text-xs font-medium'
+              >
                 {t('Error Type (optional)')}
-              </label>
+              </Label>
               <Input
+                id={`${fieldIdPrefix}-error-type`}
                 value={draft.type}
                 onChange={(e) =>
                   returnErrorEditorProps.updateDraft(
@@ -321,6 +341,7 @@ export function PruneObjectsEditor(
 ) {
   const { t } = useTranslation()
   const draft = pruneObjectsEditorProps.draft
+  const fieldIdPrefix = useId()
 
   return (
     <div className='rounded-lg border p-3'>
@@ -360,8 +381,14 @@ export function PruneObjectsEditor(
       </div>
 
       <div className='space-y-1.5'>
-        <label className='text-xs font-medium'>{t('Type (common)')}</label>
+        <Label
+          htmlFor={`${fieldIdPrefix}-type`}
+          className='text-xs font-medium'
+        >
+          {t('Type (common)')}
+        </Label>
         <Input
+          id={`${fieldIdPrefix}-type`}
           value={draft.typeText}
           onChange={(e) =>
             pruneObjectsEditorProps.updateDraft(
@@ -382,7 +409,12 @@ export function PruneObjectsEditor(
         <>
           <div className='mt-3 grid gap-3 sm:grid-cols-2'>
             <div className='space-y-1'>
-              <label className='text-xs font-medium'>{t('Logic')}</label>
+              <Label
+                htmlFor={`${fieldIdPrefix}-logic`}
+                className='text-xs font-medium'
+              >
+                {t('Logic')}
+              </Label>
               <Select
                 items={[
                   { value: 'AND', label: t('All Must Match (AND)') },
@@ -396,7 +428,10 @@ export function PruneObjectsEditor(
                   )
                 }
               >
-                <SelectTrigger className='h-8 text-xs'>
+                <SelectTrigger
+                  id={`${fieldIdPrefix}-logic`}
+                  className='h-8 text-xs'
+                >
                   <SelectValue />
                 </SelectTrigger>
                 <SelectContent alignItemWithTrigger={false}>
@@ -410,9 +445,9 @@ export function PruneObjectsEditor(
               </Select>
             </div>
             <div className='space-y-1'>
-              <label className='text-xs font-medium'>
+              <span className='text-xs font-medium'>
                 {t('Recursion Strategy')}
-              </label>
+              </span>
               <div className='flex gap-1'>
                 <Button
                   type='button'
@@ -474,132 +509,158 @@ export function PruneObjectsEditor(
               </p>
             ) : (
               <div className='space-y-2'>
-                {draft.rules.map((rule, ruleIndex) => (
-                  <div
-                    key={rule.id}
-                    className='bg-background rounded-md border p-2'
-                  >
-                    <div className='mb-1 flex items-center justify-between'>
-                      <Badge variant='outline' className='text-[10px]'>
-                        R{ruleIndex + 1}
-                      </Badge>
-                      <Button
-                        type='button'
-                        variant='ghost'
-                        size='sm'
-                        className='text-destructive hover:text-destructive h-6 text-[10px]'
-                        onClick={() =>
-                          pruneObjectsEditorProps.removeRule(
-                            pruneObjectsEditorProps.operationId,
-                            rule.id
-                          )
-                        }
-                      >
-                        <Trash2 className='mr-1 h-3 w-3' />
-                        {t('Delete')}
-                      </Button>
-                    </div>
-                    <div className='grid gap-2 sm:grid-cols-3'>
-                      <div className='space-y-0.5'>
-                        <label className='text-[10px] font-medium'>
-                          {t('Field Path')}
-                        </label>
-                        <Input
-                          value={rule.path}
-                          onChange={(e) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { path: e.target.value }
-                            )
-                          }
-                          placeholder='type'
-                          className='h-7 text-xs'
-                        />
-                      </div>
-                      <div className='space-y-0.5'>
-                        <label className='text-[10px] font-medium'>
-                          {t('Match Mode')}
-                        </label>
-                        <Select
-                          items={[
-                            ...CONDITION_MODE_OPTIONS.map((o) => ({
-                              value: o.value,
-                              label: t(o.label),
-                            })),
-                          ]}
-                          value={rule.mode}
-                          onValueChange={(v) =>
-                            v !== null &&
-                            pruneObjectsEditorProps.updateRule(
+                {draft.rules.map((rule, ruleIndex) => {
+                  const ruleFieldIdPrefix = `${fieldIdPrefix}-rule-${rule.id}`
+
+                  return (
+                    <div
+                      key={rule.id}
+                      className='bg-background rounded-md border p-2'
+                    >
+                      <div className='mb-1 flex items-center justify-between'>
+                        <Badge variant='outline' className='text-[10px]'>
+                          R{ruleIndex + 1}
+                        </Badge>
+                        <Button
+                          type='button'
+                          variant='ghost'
+                          size='sm'
+                          className='text-destructive hover:text-destructive h-6 text-[10px]'
+                          onClick={() =>
+                            pruneObjectsEditorProps.removeRule(
                               pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { mode: v }
+                              rule.id
                             )
                           }
                         >
-                          <SelectTrigger className='h-7 text-xs'>
-                            <SelectValue />
-                          </SelectTrigger>
-                          <SelectContent alignItemWithTrigger={false}>
-                            <SelectGroup>
-                              {CONDITION_MODE_OPTIONS.map((o) => (
-                                <SelectItem key={o.value} value={o.value}>
-                                  {t(o.label)}
-                                </SelectItem>
-                              ))}
-                            </SelectGroup>
-                          </SelectContent>
-                        </Select>
+                          <Trash2 className='mr-1 h-3 w-3' />
+                          {t('Delete')}
+                        </Button>
                       </div>
-                      <div className='space-y-0.5'>
-                        <label className='text-[10px] font-medium'>
-                          {t('Match Value (optional)')}
-                        </label>
-                        <Input
-                          value={rule.value_text}
-                          onChange={(e) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { value_text: e.target.value }
-                            )
-                          }
-                          placeholder='redacted_thinking'
-                          className='h-7 text-xs'
-                        />
+                      <div className='grid gap-2 sm:grid-cols-3'>
+                        <div className='space-y-0.5'>
+                          <Label
+                            htmlFor={`${ruleFieldIdPrefix}-path`}
+                            className='text-[10px] font-medium'
+                          >
+                            {t('Field Path')}
+                          </Label>
+                          <Input
+                            id={`${ruleFieldIdPrefix}-path`}
+                            value={rule.path}
+                            onChange={(e) =>
+                              pruneObjectsEditorProps.updateRule(
+                                pruneObjectsEditorProps.operationId,
+                                rule.id,
+                                { path: e.target.value }
+                              )
+                            }
+                            placeholder='type'
+                            className='h-7 text-xs'
+                          />
+                        </div>
+                        <div className='space-y-0.5'>
+                          <Label
+                            htmlFor={`${ruleFieldIdPrefix}-mode`}
+                            className='text-[10px] font-medium'
+                          >
+                            {t('Match Mode')}
+                          </Label>
+                          <Select
+                            items={[
+                              ...CONDITION_MODE_OPTIONS.map((o) => ({
+                                value: o.value,
+                                label: t(o.label),
+                              })),
+                            ]}
+                            value={rule.mode}
+                            onValueChange={(v) =>
+                              v !== null &&
+                              pruneObjectsEditorProps.updateRule(
+                                pruneObjectsEditorProps.operationId,
+                                rule.id,
+                                { mode: v }
+                              )
+                            }
+                          >
+                            <SelectTrigger
+                              id={`${ruleFieldIdPrefix}-mode`}
+                              className='h-7 text-xs'
+                            >
+                              <SelectValue />
+                            </SelectTrigger>
+                            <SelectContent alignItemWithTrigger={false}>
+                              <SelectGroup>
+                                {CONDITION_MODE_OPTIONS.map((o) => (
+                                  <SelectItem key={o.value} value={o.value}>
+                                    {t(o.label)}
+                                  </SelectItem>
+                                ))}
+                              </SelectGroup>
+                            </SelectContent>
+                          </Select>
+                        </div>
+                        <div className='space-y-0.5'>
+                          <Label
+                            htmlFor={`${ruleFieldIdPrefix}-value`}
+                            className='text-[10px] font-medium'
+                          >
+                            {t('Match Value (optional)')}
+                          </Label>
+                          <Input
+                            id={`${ruleFieldIdPrefix}-value`}
+                            value={rule.value_text}
+                            onChange={(e) =>
+                              pruneObjectsEditorProps.updateRule(
+                                pruneObjectsEditorProps.operationId,
+                                rule.id,
+                                { value_text: e.target.value }
+                              )
+                            }
+                            placeholder='redacted_thinking'
+                            className='h-7 text-xs'
+                          />
+                        </div>
+                      </div>
+                      <div className='mt-1.5 flex flex-wrap gap-3'>
+                        <Label
+                          htmlFor={`${ruleFieldIdPrefix}-invert`}
+                          className='flex items-center gap-1.5 text-[10px]'
+                        >
+                          <Switch
+                            id={`${ruleFieldIdPrefix}-invert`}
+                            checked={rule.invert}
+                            onCheckedChange={(checked) =>
+                              pruneObjectsEditorProps.updateRule(
+                                pruneObjectsEditorProps.operationId,
+                                rule.id,
+                                { invert: checked }
+                              )
+                            }
+                          />
+                          {t('Invert match')}
+                        </Label>
+                        <Label
+                          htmlFor={`${ruleFieldIdPrefix}-pass-missing`}
+                          className='flex items-center gap-1.5 text-[10px]'
+                        >
+                          <Switch
+                            id={`${ruleFieldIdPrefix}-pass-missing`}
+                            checked={rule.pass_missing_key}
+                            onCheckedChange={(checked) =>
+                              pruneObjectsEditorProps.updateRule(
+                                pruneObjectsEditorProps.operationId,
+                                rule.id,
+                                { pass_missing_key: checked }
+                              )
+                            }
+                          />
+                          {t('Pass when key is missing')}
+                        </Label>
                       </div>
                     </div>
-                    <div className='mt-1.5 flex flex-wrap gap-3'>
-                      <label className='flex items-center gap-1.5 text-[10px]'>
-                        <Switch
-                          checked={rule.invert}
-                          onCheckedChange={(checked) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { invert: checked }
-                            )
-                          }
-                        />
-                        {t('Invert match')}
-                      </label>
-                      <label className='flex items-center gap-1.5 text-[10px]'>
-                        <Switch
-                          checked={rule.pass_missing_key}
-                          onCheckedChange={(checked) =>
-                            pruneObjectsEditorProps.updateRule(
-                              pruneObjectsEditorProps.operationId,
-                              rule.id,
-                              { pass_missing_key: checked }
-                            )
-                          }
-                        />
-                        {t('Pass when key is missing')}
-                      </label>
-                    </div>
-                  </div>
-                ))}
+                  )
+                })}
               </div>
             )}
           </div>
@@ -625,14 +686,32 @@ type SyncFieldsEditorProps = {
 
 export function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
   const { t } = useTranslation()
+  const fieldIdPrefix = useId()
+  const [sourceTypeOverride, setSourceTypeOverride] =
+    useState<SyncTargetType | null>(null)
+  const [targetTypeOverride, setTargetTypeOverride] =
+    useState<SyncTargetType | null>(null)
+  const sourceType = syncFieldsEditorProps.syncFromTarget.key
+    ? normalizeSyncTargetType(syncFieldsEditorProps.syncFromTarget.type)
+    : (sourceTypeOverride ??
+      normalizeSyncTargetType(syncFieldsEditorProps.syncFromTarget.type))
+  const targetType = syncFieldsEditorProps.syncToTarget.key
+    ? normalizeSyncTargetType(syncFieldsEditorProps.syncToTarget.type)
+    : (targetTypeOverride ??
+      normalizeSyncTargetType(syncFieldsEditorProps.syncToTarget.type))
+
   return (
     <div className='space-y-3'>
-      <label className='text-xs font-medium'>{t('Sync Endpoints')}</label>
+      <p className='text-xs font-medium'>{t('Sync Endpoints')}</p>
       <div className='grid gap-3 sm:grid-cols-2'>
         <div className='space-y-1.5'>
-          <label className='text-[10px] font-medium'>
+          <Label
+            id={`${fieldIdPrefix}-source-label`}
+            htmlFor={`${fieldIdPrefix}-source-key`}
+            className='text-[10px] font-medium'
+          >
             {t('Source Endpoint')}
-          </label>
+          </Label>
           <div className='flex gap-2'>
             <Select
               items={[
@@ -641,21 +720,26 @@ export function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
                   label: t(o.label),
                 })),
               ]}
-              value={syncFieldsEditorProps.syncFromTarget.type || 'json'}
-              onValueChange={(v) =>
-                v !== null &&
+              value={sourceType}
+              onValueChange={(value) => {
+                if (value === null) return
+                const edit = selectSyncTargetType(
+                  syncFieldsEditorProps.syncFromTarget,
+                  value
+                )
+                setSourceTypeOverride(edit.typeOverride)
+                if (!edit.spec) return
                 syncFieldsEditorProps.updateOperation(
                   syncFieldsEditorProps.operationId,
-                  {
-                    from: buildSyncTargetSpec(
-                      v,
-                      syncFieldsEditorProps.syncFromTarget.key
-                    ),
-                  }
+                  { from: edit.spec }
                 )
-              }
+              }}
             >
-              <SelectTrigger className='h-8 w-[110px] text-xs'>
+              <SelectTrigger
+                id={`${fieldIdPrefix}-source-type`}
+                aria-labelledby={`${fieldIdPrefix}-source-label`}
+                className='h-8 w-[110px] text-xs'
+              >
                 <SelectValue />
               </SelectTrigger>
               <SelectContent alignItemWithTrigger={false}>
@@ -669,27 +753,29 @@ export function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
               </SelectContent>
             </Select>
             <Input
+              id={`${fieldIdPrefix}-source-key`}
               value={syncFieldsEditorProps.syncFromTarget.key}
-              onChange={(e) =>
+              onChange={(e) => {
+                const edit = editSyncTargetKey(sourceType, e.target.value)
+                setSourceTypeOverride(edit.typeOverride)
                 syncFieldsEditorProps.updateOperation(
                   syncFieldsEditorProps.operationId,
-                  {
-                    from: buildSyncTargetSpec(
-                      syncFieldsEditorProps.syncFromTarget.type,
-                      e.target.value
-                    ),
-                  }
+                  { from: edit.spec }
                 )
-              }
+              }}
               placeholder='session_id'
               className='h-8 text-xs'
             />
           </div>
         </div>
         <div className='space-y-1.5'>
-          <label className='text-[10px] font-medium'>
+          <Label
+            id={`${fieldIdPrefix}-target-label`}
+            htmlFor={`${fieldIdPrefix}-target-key`}
+            className='text-[10px] font-medium'
+          >
             {t('Target Endpoint')}
-          </label>
+          </Label>
           <div className='flex gap-2'>
             <Select
               items={[
@@ -698,21 +784,26 @@ export function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
                   label: t(o.label),
                 })),
               ]}
-              value={syncFieldsEditorProps.syncToTarget.type || 'json'}
-              onValueChange={(v) =>
-                v !== null &&
+              value={targetType}
+              onValueChange={(value) => {
+                if (value === null) return
+                const edit = selectSyncTargetType(
+                  syncFieldsEditorProps.syncToTarget,
+                  value
+                )
+                setTargetTypeOverride(edit.typeOverride)
+                if (!edit.spec) return
                 syncFieldsEditorProps.updateOperation(
                   syncFieldsEditorProps.operationId,
-                  {
-                    to: buildSyncTargetSpec(
-                      v,
-                      syncFieldsEditorProps.syncToTarget.key
-                    ),
-                  }
+                  { to: edit.spec }
                 )
-              }
+              }}
             >
-              <SelectTrigger className='h-8 w-[110px] text-xs'>
+              <SelectTrigger
+                id={`${fieldIdPrefix}-target-type`}
+                aria-labelledby={`${fieldIdPrefix}-target-label`}
+                className='h-8 w-[110px] text-xs'
+              >
                 <SelectValue />
               </SelectTrigger>
               <SelectContent alignItemWithTrigger={false}>
@@ -726,18 +817,16 @@ export function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
               </SelectContent>
             </Select>
             <Input
+              id={`${fieldIdPrefix}-target-key`}
               value={syncFieldsEditorProps.syncToTarget.key}
-              onChange={(e) =>
+              onChange={(e) => {
+                const edit = editSyncTargetKey(targetType, e.target.value)
+                setTargetTypeOverride(edit.typeOverride)
                 syncFieldsEditorProps.updateOperation(
                   syncFieldsEditorProps.operationId,
-                  {
-                    to: buildSyncTargetSpec(
-                      syncFieldsEditorProps.syncToTarget.type,
-                      e.target.value
-                    ),
-                  }
+                  { to: edit.spec }
                 )
-              }
+              }}
               placeholder='prompt_cache_key'
               className='h-8 text-xs'
             />
@@ -763,12 +852,14 @@ export function SyncFieldsEditor(syncFieldsEditorProps: SyncFieldsEditorProps) {
             variant='outline'
             size='sm'
             className='h-6 text-[10px]'
-            onClick={() =>
+            onClick={() => {
+              setSourceTypeOverride(null)
+              setTargetTypeOverride(null)
               syncFieldsEditorProps.updateOperation(
                 syncFieldsEditorProps.operationId,
                 { from: preset.from, to: preset.to }
               )
-            }
+            }}
           >
             {preset.label}
           </Button>
diff --git a/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx b/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx
index 647d77d..0df546f 100644
--- a/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx
+++ b/web/default/src/features/dashboard/components/overview/overview-dashboard.tsx
@@ -16,7 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
-import { useMemo, useState } from 'react'
+import { useMemo, useState, type ReactNode } from 'react'
 import { useQuery } from '@tanstack/react-query'
 import { Link } from '@tanstack/react-router'
 import {
@@ -123,11 +123,28 @@ interface HeroSignal {
   icon: LucideIcon
 }
 
+type LoadableState = 'error' | 'loading' | 'ready'
+
 interface OperationsStatusItem {
   label: string
   value: string
   icon: LucideIcon
-  state?: 'error' | 'loading' | 'ready'
+  state?: LoadableState
+}
+
+function getLoadableState(isError: boolean, isLoading: boolean): LoadableState {
+  if (isError) return 'error'
+  if (isLoading) return 'loading'
+  return 'ready'
+}
+
+function getLoadableValue<T>(
+  state: LoadableState,
+  values: Record<LoadableState, T>
+): T {
+  if (state === 'error') return values.error
+  if (state === 'loading') return values.loading
+  return values.ready
 }
 
 function OperationsStatusSummary(props: {
@@ -291,11 +308,15 @@ function StartStepItem(props: {
 }) {
   const { t } = useTranslation()
   const Icon = props.step.icon
-  const StatusIcon = props.step.unavailable
-    ? AlertCircle
-    : props.step.completed
-      ? Check
-      : Circle
+  let StatusIcon = Circle
+  let statusLabel = t('Incomplete')
+  if (props.step.unavailable) {
+    StatusIcon = AlertCircle
+    statusLabel = t('Error')
+  } else if (props.step.completed) {
+    StatusIcon = Check
+    statusLabel = t('Completed')
+  }
 
   return (
     <li className='relative flex gap-3 pb-2.5 last:pb-0'>
@@ -320,13 +341,7 @@ function StartStepItem(props: {
           )}
           aria-hidden='true'
         />
-        <span className='sr-only'>
-          {props.step.unavailable
-            ? t('Error')
-            : props.step.completed
-              ? t('Completed')
-              : t('Incomplete')}
-        </span>
+        <span className='sr-only'>{statusLabel}</span>
       </span>
 
       <Link
@@ -402,6 +417,46 @@ function RequestPreview(props: {
     }
   }
 
+  let requestStatus = t('Create an API key to unlock the real request')
+  let requestAction: ReactNode = (
+    <Button size='sm' variant='outline' render={<Link to='/keys' />}>
+      {t('Create API Key')}
+    </Button>
+  )
+  if (props.example.unavailable) {
+    requestStatus = t('Request failed')
+    requestAction = (
+      <Button
+        variant='outline'
+        size='sm'
+        className='h-7 px-2 text-xs'
+        disabled={props.isRetrying}
+        onClick={props.onRetry}
+      >
+        <RefreshCw
+          data-icon='inline-start'
+          className={cn(props.isRetrying && 'animate-spin')}
+        />
+        {t('Retry')}
+      </Button>
+    )
+  } else if (props.example.ready) {
+    requestStatus = props.example.keyName
+    requestAction = (
+      <Button
+        variant='outline'
+        size='sm'
+        className='h-7 gap-1.5 px-2 text-xs'
+        disabled={isCopying}
+        onClick={handleCopyRequest}
+        aria-label={t('Copy ready-to-run curl')}
+      >
+        <Copy data-icon='inline-start' />
+        {isCopying ? t('Loading') : t('Copy')}
+      </Button>
+    )
+  }
+
   return (
     <motion.div
       initial={shouldReduceMotion ? false : { opacity: 0, y: 10, scale: 0.98 }}
@@ -428,45 +483,11 @@ function RequestPreview(props: {
               {t('First API request')}
             </div>
             <div className='text-muted-foreground truncate text-xs'>
-              {props.example.unavailable
-                ? t('Request failed')
-                : props.example.ready
-                  ? props.example.keyName
-                  : t('Create an API key to unlock the real request')}
+              {requestStatus}
             </div>
           </div>
         </div>
-        {props.example.unavailable ? (
-          <Button
-            variant='outline'
-            size='sm'
-            className='h-7 px-2 text-xs'
-            disabled={props.isRetrying}
-            onClick={props.onRetry}
-          >
-            <RefreshCw
-              data-icon='inline-start'
-              className={cn(props.isRetrying && 'animate-spin')}
-            />
-            {t('Retry')}
-          </Button>
-        ) : props.example.ready ? (
-          <Button
-            variant='outline'
-            size='sm'
-            className='h-7 gap-1.5 px-2 text-xs'
-            disabled={isCopying}
-            onClick={handleCopyRequest}
-            aria-label={t('Copy ready-to-run curl')}
-          >
-            <Copy data-icon='inline-start' />
-            {isCopying ? t('Loading') : t('Copy')}
-          </Button>
-        ) : (
-          <Button size='sm' variant='outline' render={<Link to='/keys' />}>
-            {t('Create API Key')}
-          </Button>
-        )}
+        {requestAction}
       </div>
 
       <div className='bg-foreground/[0.035] my-3 rounded-xl p-3 font-mono text-xs'>
@@ -686,8 +707,25 @@ export function OverviewDashboard() {
     [isAdmin, quickActions]
   )
 
-  const heroSignals = useMemo<HeroSignal[]>(
-    () => [
+  const heroSignals = useMemo<HeroSignal[]>(() => {
+    let apiKeyStatus = t('Needs API key')
+    if (apiKeysQuery.isError) {
+      apiKeyStatus = t('Error')
+    } else if (preferredKey) {
+      apiKeyStatus = t('Secured')
+    }
+
+    const modelState = getLoadableState(
+      modelsQuery.isError,
+      modelsQuery.isLoading
+    )
+    const modelStatus = getLoadableValue(modelState, {
+      error: t('Error'),
+      loading: t('Loading'),
+      ready: modelsQuery.data?.[0] ?? t('No models found.'),
+    })
+
+    return [
       {
         label: t('Model route active'),
         value: apiInfoItems.length > 0 ? t('Online') : t('Current domain'),
@@ -695,33 +733,24 @@ export function OverviewDashboard() {
       },
       {
         label: t('Agent key configured'),
-        value: apiKeysQuery.isError
-          ? t('Error')
-          : preferredKey
-            ? t('Secured')
-            : t('Needs API key'),
+        value: apiKeyStatus,
         icon: ShieldCheck,
       },
       {
         label: t('Model selected'),
-        value: modelsQuery.isError
-          ? t('Error')
-          : modelsQuery.isLoading
-            ? t('Loading')
-            : (modelsQuery.data?.[0] ?? t('No models found.')),
+        value: modelStatus,
         icon: Timer,
       },
-    ],
-    [
-      apiInfoItems.length,
-      apiKeysQuery.isError,
-      modelsQuery.data,
-      modelsQuery.isError,
-      modelsQuery.isLoading,
-      preferredKey,
-      t,
     ]
-  )
+  }, [
+    apiInfoItems.length,
+    apiKeysQuery.isError,
+    modelsQuery.data,
+    modelsQuery.isError,
+    modelsQuery.isLoading,
+    preferredKey,
+    t,
+  ])
 
   const requestExample = useMemo<RequestExample>(() => {
     const endpoint = normalizeEndpoint(apiInfoItems[0]?.url)
@@ -758,8 +787,17 @@ export function OverviewDashboard() {
   const showLeftContentPanels =
     isAdmin || showApiInfoPanel || showAnnouncementsPanel || showFAQPanel
   const showContentPanels = showLeftContentPanels || showUptimePanel
-  const operationsStatusItems = useMemo<OperationsStatusItem[]>(
-    () => [
+  const operationsStatusItems = useMemo<OperationsStatusItem[]>(() => {
+    const modelsState = getLoadableState(
+      modelsQuery.isError,
+      modelsQuery.isLoading
+    )
+    const apiKeysState = getLoadableState(
+      apiKeysQuery.isError,
+      apiKeysQuery.isLoading
+    )
+
+    return [
       {
         label: t('API Requests'),
         value: formatNumber(requestCount),
@@ -772,45 +810,36 @@ export function OverviewDashboard() {
       },
       {
         label: t('Available Models'),
-        value: modelsQuery.isError
-          ? t('Error')
-          : modelsQuery.isLoading
-            ? t('Loading...')
-            : formatNumber(modelsQuery.data?.length ?? 0),
+        value: getLoadableValue(modelsState, {
+          error: t('Error'),
+          loading: t('Loading...'),
+          ready: formatNumber(modelsQuery.data?.length ?? 0),
+        }),
         icon: RadioTower,
-        state: modelsQuery.isError
-          ? 'error'
-          : modelsQuery.isLoading
-            ? 'loading'
-            : 'ready',
+        state: modelsState,
       },
       {
         label: t('API Keys'),
-        value: apiKeysQuery.isError
-          ? t('Error')
-          : apiKeysQuery.isLoading
-            ? t('Loading...')
-            : formatNumber(apiKeysQuery.data?.total ?? 0),
+        value: getLoadableValue(apiKeysState, {
+          error: t('Error'),
+          loading: t('Loading...'),
+          ready: formatNumber(apiKeysQuery.data?.total ?? 0),
+        }),
         icon: KeyRound,
-        state: apiKeysQuery.isError
-          ? 'error'
-          : apiKeysQuery.isLoading
-            ? 'loading'
-            : 'ready',
+        state: apiKeysState,
       },
-    ],
-    [
-      apiKeysQuery.data?.total,
-      apiKeysQuery.isError,
-      apiKeysQuery.isLoading,
-      modelsQuery.data?.length,
-      modelsQuery.isError,
-      modelsQuery.isLoading,
-      remainQuota,
-      requestCount,
-      t,
     ]
-  )
+  }, [
+    apiKeysQuery.data?.total,
+    apiKeysQuery.isError,
+    apiKeysQuery.isLoading,
+    modelsQuery.data?.length,
+    modelsQuery.isError,
+    modelsQuery.isLoading,
+    remainQuota,
+    requestCount,
+    t,
+  ])
 
   const handleSetupGuideToggle = () => {
     const nextExpanded = !setupGuideExpanded
diff --git a/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx b/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx
index ad8f905..e227b62 100644
--- a/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx
+++ b/web/default/src/features/system-settings/models/tiered-pricing-editor.tsx
@@ -184,7 +184,7 @@ function ConditionRow({ condition, onChange, onRemove }: ConditionRowProps) {
         className='w-32'
       />
       <span className='text-muted-foreground text-xs'>
-        {formatTokenHint(condition.value)}
+        {formatTokenHint(condition.value, t)}
       </span>
       <Button
         variant='ghost'
diff --git a/web/default/src/features/system-settings/models/tiered-pricing-utils.test.ts b/web/default/src/features/system-settings/models/tiered-pricing-utils.test.ts
new file mode 100644
index 0000000..54dcbe5
--- /dev/null
+++ b/web/default/src/features/system-settings/models/tiered-pricing-utils.test.ts
@@ -0,0 +1,52 @@
+/*
+Copyright (C) 2023-2026 MAX-API-Next
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
+*/
+import type { TFunction } from 'i18next'
+import assert from 'node:assert/strict'
+import { describe, test } from 'node:test'
+import { formatTokenHint } from './tiered-pricing-utils'
+
+const translations: Record<string, string> = {
+  '= {{count}} tokens': '= {{count}} localized tokens',
+  '= {{count}}K tokens': '= {{count}} localized thousands',
+  '= {{count}}M tokens': '= {{count}} localized millions',
+}
+
+const translate = ((key: string, options?: { count?: unknown }) =>
+  translations[key]?.replace('{{count}}', String(options?.count)) ??
+  key) as TFunction
+
+describe('formatTokenHint', () => {
+  test('keeps empty, invalid, and zero values stable', () => {
+    assert.equal(formatTokenHint('', translate), '')
+    assert.equal(formatTokenHint('invalid', translate), '')
+    assert.equal(formatTokenHint(0, translate), '= 0')
+  })
+
+  test('localizes plain, thousand, and million token units', () => {
+    assert.equal(formatTokenHint(999, translate), '= 999 localized tokens')
+    assert.equal(
+      formatTokenHint(1_250, translate),
+      '= 1.25 localized thousands'
+    )
+    assert.equal(
+      formatTokenHint(2_500_000, translate),
+      '= 2.5 localized millions'
+    )
+  })
+})
diff --git a/web/default/src/features/system-settings/models/tiered-pricing-utils.ts b/web/default/src/features/system-settings/models/tiered-pricing-utils.ts
index 74484ad..e8951b6 100644
--- a/web/default/src/features/system-settings/models/tiered-pricing-utils.ts
+++ b/web/default/src/features/system-settings/models/tiered-pricing-utils.ts
@@ -16,6 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact https://github.com/MAX-API-Next/MAX-API/issues
 */
+import type { TFunction } from 'i18next'
 
 export function unitCostToPrice(unitCost: number | string): number {
   return Number(unitCost) || 0
@@ -26,17 +27,22 @@ export function priceToUnitCost(price: number | string): number {
 }
 
 export function formatTokenHint(
-  value: number | string | null | undefined
+  value: number | string | null | undefined,
+  t: TFunction
 ): string {
   if (value == null || value === '' || Number.isNaN(Number(value))) return ''
 
   const tokenCount = Number(value)
   if (tokenCount === 0) return '= 0'
   if (tokenCount >= 1_000_000) {
-    return `= ${(tokenCount / 1_000_000).toLocaleString()}M tokens`
+    return t('= {{count}}M tokens', {
+      count: (tokenCount / 1_000_000).toLocaleString(),
+    })
   }
   if (tokenCount >= 1_000) {
-    return `= ${(tokenCount / 1_000).toLocaleString()}K tokens`
+    return t('= {{count}}K tokens', {
+      count: (tokenCount / 1_000).toLocaleString(),
+    })
   }
-  return `= ${tokenCount.toLocaleString()} tokens`
+  return t('= {{count}} tokens', { count: tokenCount.toLocaleString() })
 }
diff --git a/web/default/src/i18n/locales/en.json b/web/default/src/i18n/locales/en.json
index c779c1a..c93433e 100644
--- a/web/default/src/i18n/locales/en.json
+++ b/web/default/src/i18n/locales/en.json
@@ -12,6 +12,9 @@
     ". Please fix the JSON before saving.": ". Please fix the JSON before saving.",
     ". This action cannot be undone.": ". This action cannot be undone.",
     "...": "...",
+    "= {{count}} tokens": "= {{count}} tokens",
+    "= {{count}}K tokens": "= {{count}}K tokens",
+    "= {{count}}M tokens": "= {{count}}M tokens",
     "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"": "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"",
     "({{total}} total, {{omit}} omitted)": "({{total}} total, {{omit}} omitted)",
     "(Leave empty to dissolve tag)": "(Leave empty to dissolve tag)",
diff --git a/web/default/src/i18n/locales/fr.json b/web/default/src/i18n/locales/fr.json
index f3fd59e..3e77977 100644
--- a/web/default/src/i18n/locales/fr.json
+++ b/web/default/src/i18n/locales/fr.json
@@ -12,6 +12,9 @@
     ". Please fix the JSON before saving.": ". Veuillez corriger le JSON avant d'enregistrer.",
     ". This action cannot be undone.": ". Cette action ne peut pas être annulée.",
     "...": "...",
+    "= {{count}} tokens": "= {{count}} jetons",
+    "= {{count}}K tokens": "= {{count}} milliers de jetons",
+    "= {{count}}M tokens": "= {{count}} millions de jetons",
     "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"": "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"",
     "({{total}} total, {{omit}} omitted)": "({{total}} au total, {{omit}} omis)",
     "(Leave empty to dissolve tag)": "(Laisser vide pour dissoudre le tag)",
@@ -46,7 +49,7 @@
     "{{count}} override": "{{count}} remplacement",
     "{{count}} selected": "{{count}} sélectionné(s)",
     "{{count}} selected targets available for bulk copy.": "{{count}} cibles sélectionnées disponibles pour la copie en lot.",
-    "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
+    "{{count}} tiered billing models enabled": "Facturation par paliers activée pour {{count}} modèles",
     "{{count}} tiers": "{{count}} paliers",
     "{{count}} vendors": "{{count}} fournisseurs",
     "{{count}} weeks ago": "il y a {{count}} semaines",
diff --git a/web/default/src/i18n/locales/ja.json b/web/default/src/i18n/locales/ja.json
index c01a3f2..c4450f1 100644
--- a/web/default/src/i18n/locales/ja.json
+++ b/web/default/src/i18n/locales/ja.json
@@ -12,6 +12,9 @@
     ". Please fix the JSON before saving.": "。保存する前にJSONを修正してください。",
     ". This action cannot be undone.": "。この操作は元に戻せません。",
     "...": "...",
+    "= {{count}} tokens": "= {{count}} トークン",
+    "= {{count}}K tokens": "= {{count}}K トークン",
+    "= {{count}}M tokens": "= {{count}}M トークン",
     "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"": "\"default \":\" us - central 1 \", \"claude -3 -5 - sonnet -20240620 \":\" europe - west 1 \"",
     "({{total}} total, {{omit}} omitted)": "（合計 {{total}} 件、{{omit}} 件を省略）",
     "(Leave empty to dissolve tag)": "(タグを解除するには空欄のままにしてください)",
@@ -46,7 +49,7 @@
     "{{count}} override": "{{count}} 個のオーバーライド",
     "{{count}} selected": "{{count}}件選択",
     "{{count}} selected targets available for bulk copy.": "一括コピーに使用できる対象が {{count}} 個選択されています。",
-    "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
+    "{{count}} tiered billing models enabled": "段階制課金が有効なモデル：{{count}}件",
     "{{count}} tiers": "{{count}} 段階",
     "{{count}} vendors": "{{count}} ベンダー",
     "{{count}} weeks ago": "{{count}} 週間前",
@@ -2739,7 +2742,7 @@
     "Model prices, billing expressions, tiered JSON, and task rate-cards are maintained as upstream prices evolve.": "上流料金の変化に合わせて、モデル料金、課金式、階層JSON、タスクレートカードを維持します。",
     "Model Pricing": "モデル料金",
     "model pricing entries, expressions, and rate-card rules": "モデル料金エントリ、式、レートカードルール",
-    "Model pull failed: {{msg}}": "モデルのプルに失敗しました： __ PH_0 __",
+    "Model pull failed: {{msg}}": "モデルのプルに失敗しました：{{msg}}",
     "Model ratio": "モデル倍率",
     "Model ratios": "モデル比率",
     "Model ratios reset successfully": "モデル比率が正常にリセットされました",
diff --git a/web/default/src/i18n/locales/ru.json b/web/default/src/i18n/locales/ru.json
index 38aa134..4240291 100644
--- a/web/default/src/i18n/locales/ru.json
+++ b/web/default/src/i18n/locales/ru.json
@@ -12,6 +12,9 @@
     ". Please fix the JSON before saving.": ". Пожалуйста, исправьте JSON перед сохранением.",
     ". This action cannot be undone.": ". Это действие невозможно отменить.",
     "...": "...",
+    "= {{count}} tokens": "= {{count}} токенов",
+    "= {{count}}K tokens": "= {{count}} тыс. токенов",
+    "= {{count}}M tokens": "= {{count}} млн токенов",
     "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"": "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"",
     "({{total}} total, {{omit}} omitted)": "({{total}} всего, {{omit}} скрыто)",
     "(Leave empty to dissolve tag)": "(Оставьте пустым, чтобы удалить тег)",
@@ -46,7 +49,7 @@
     "{{count}} override": "{{count}} переопределений",
     "{{count}} selected": "Выбрано: {{count}}",
     "{{count}} selected targets available for bulk copy.": "Для массового копирования выбрано целей: {{count}}.",
-    "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
+    "{{count}} tiered billing models enabled": "Моделей с включённой многоуровневой тарификацией: {{count}}",
     "{{count}} tiers": "{{count}} уровней",
     "{{count}} vendors": "поставщиков: {{count}}",
     "{{count}} weeks ago": "{{count}} недель назад",
diff --git a/web/default/src/i18n/locales/vi.json b/web/default/src/i18n/locales/vi.json
index 238b69d..63c6937 100644
--- a/web/default/src/i18n/locales/vi.json
+++ b/web/default/src/i18n/locales/vi.json
@@ -12,6 +12,9 @@
     ". Please fix the JSON before saving.": ". Vui lòng sửa JSON trước khi lưu.",
     ". This action cannot be undone.": ". Hành động này không thể hoàn tác.",
     "...": "...",
+    "= {{count}} tokens": "= {{count}} token",
+    "= {{count}}K tokens": "= {{count}} nghìn token",
+    "= {{count}}M tokens": "= {{count}} triệu token",
     "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"": "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"",
     "({{total}} total, {{omit}} omitted)": "({{total}} tổng cộng, đã lược bỏ {{omit}})",
     "(Leave empty to dissolve tag)": "Để trống để xóa thẻ.",
@@ -46,7 +49,7 @@
     "{{count}} override": "{{count}} ghi đè",
     "{{count}} selected": "Đã chọn {{count}}",
     "{{count}} selected targets available for bulk copy.": "Có {{count}} mục tiêu đã chọn để sao chép hàng loạt.",
-    "{{count}} tiered billing models enabled": "{{count}} tiered billing models enabled",
+    "{{count}} tiered billing models enabled": "Đã bật tính phí theo bậc cho {{count}} mô hình",
     "{{count}} tiers": "{{count}} bậc",
     "{{count}} vendors": "{{count}} nhà cung cấp",
     "{{count}} weeks ago": "{{count}} tuần trước",
diff --git a/web/default/src/i18n/locales/zh.json b/web/default/src/i18n/locales/zh.json
index 779bb69..85db650 100644
--- a/web/default/src/i18n/locales/zh.json
+++ b/web/default/src/i18n/locales/zh.json
@@ -12,6 +12,9 @@
     ". Please fix the JSON before saving.": "。请在保存前修复 JSON。",
     ". This action cannot be undone.": "。此操作无法撤销。",
     "...": "...",
+    "= {{count}} tokens": "= {{count}} 个 token",
+    "= {{count}}K tokens": "= {{count}}K 个 token",
+    "= {{count}}M tokens": "= {{count}}M 个 token",
     "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"": "\"default\": \"us-central1\", \"claude-3-5-sonnet-20240620\": \"europe-west1\"",
     "({{total}} total, {{omit}} omitted)": "（共 {{total}} 个，省略 {{omit}} 个）",
     "(Leave empty to dissolve tag)": "（留空以删除标签）",

From 660394424475542d4641de65f79e4e6c2b99c564 Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Tue, 14 Jul 2026 09:15:19 +0800
Subject: [PATCH 4/8] v1.0.5-preview.1

---
 README.en.md                         | 2 +-
 README.fr.md                         | 2 +-
 README.ja.md                         | 2 +-
 README.md                            | 2 +-
 README.zh_CN.md                      | 2 +-
 README.zh_TW.md                      | 2 +-
 web/default/src/i18n/locales/vi.json | 8 ++++----
 7 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/README.en.md b/README.en.md
index 68a19b5..f87a521 100644
--- a/README.en.md
+++ b/README.en.md
@@ -732,7 +732,7 @@ Reference frontend embed code (React / Tailwind CSS; keep either item as needed)
 
 By meeting either attribution requirement above and keeping the link clearly visible, you automatically receive a temporary commercial license for this project, with no separate application or approval required. This is not a perpetual license and remains valid only while the display requirement continues to be met. Its validity period and any later changes are governed by the latest notice published in this README or by the official community.
 
-This project is developed from [One API](https://github.com/songquanpeng/one-api) and [New API](https://github.com/QuantumNous/new-api). Commercial use must also comply with the One API MIT License and the New API AGPLv3 License, subject to each upstream project's current `LICENSE` file. The temporary commercial license provided by this project does not replace or waive any upstream open-source license obligations.
+This project is developed from [One API](https://github.com/songquanpeng/one-api) and [New API](https://github.com/QuantumNous/new-api). At this stage, MAX API builds on those foundations by strengthening its AI API gateway and governance capabilities, expanding features, and fixing bugs. Commercial use must also comply with the One API MIT License and the New API AGPLv3 License, subject to each upstream project's current `LICENSE` file. The temporary commercial license provided by this project does not replace or waive any upstream open-source license obligations.
 
 If the display requirement is no longer met, or the temporary license expires, is amended, or is terminated by notice, you must comply with AGPLv3 or obtain separate written authorization. For a long-term commercial license, contact: maxapi@max-api.ai.
 
diff --git a/README.fr.md b/README.fr.md
index df6d93b..d260147 100644
--- a/README.fr.md
+++ b/README.fr.md
@@ -649,7 +649,7 @@ Exemple de code d'intégration frontend (React / Tailwind CSS ; conservez l'un o
 
 En respectant l'une des exigences d'affichage ci-dessus et en maintenant le lien clairement visible, vous obtenez automatiquement une licence commerciale temporaire pour ce projet, sans demande ni approbation supplémentaire. Cette licence n'est pas permanente et reste valable uniquement tant que l'exigence d'affichage est respectée. Sa période de validité et toute modification ultérieure sont régies par le dernier avis publié dans ce README ou par la communauté officielle.
 
-Ce projet est développé à partir de [One API](https://github.com/songquanpeng/one-api) et de [New API](https://github.com/QuantumNous/new-api). Toute utilisation commerciale doit également respecter la licence MIT de One API et la licence AGPLv3 de New API, conformément au fichier `LICENSE` actuellement publié par chaque projet en amont. La licence commerciale temporaire fournie par ce projet ne remplace ni ne supprime aucune obligation liée aux licences open source des projets en amont.
+Ce projet est développé à partir de [One API](https://github.com/songquanpeng/one-api) et de [New API](https://github.com/QuantumNous/new-api). À ce stade, MAX API s'appuie sur ces bases pour renforcer ses capacités de passerelle d'API d'IA et de gouvernance, enrichir ses fonctionnalités et corriger les anomalies. Toute utilisation commerciale doit également respecter la licence MIT de One API et la licence AGPLv3 de New API, conformément au fichier `LICENSE` actuellement publié par chaque projet en amont. La licence commerciale temporaire fournie par ce projet ne remplace ni ne supprime aucune obligation liée aux licences open source des projets en amont.
 
 Si l'exigence d'affichage n'est plus respectée, ou si la licence temporaire expire, est modifiée ou prend fin par avis, vous devez respecter l'AGPLv3 ou obtenir une autorisation écrite distincte. Pour une licence commerciale à long terme, contactez : maxapi@max-api.ai.
 
diff --git a/README.ja.md b/README.ja.md
index 812b172..a4c3898 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -670,7 +670,7 @@ SQLite、MySQL ≥ 5.7.8、PostgreSQL ≥ 9.6 に対応しています。ロー
 
 上記いずれかの表示要件を満たし、リンクを明確に表示し続けることで、申請や承認を別途行うことなく、本プロジェクトの一時的な商用ライセンスを自動的に取得できます。このライセンスは永久ライセンスではなく、表示要件を継続して満たしている期間に限り有効です。有効期間および今後の変更は、本 README または公式コミュニティで公開される最新のお知らせに従います。
 
-本プロジェクトは [One API](https://github.com/songquanpeng/one-api) および [New API](https://github.com/QuantumNous/new-api) をベースに開発されています。商用利用にあたっては、各上流プロジェクトが現在公開している `LICENSE` ファイルに従い、One API の MIT ライセンスおよび New API の AGPLv3 ライセンスも遵守する必要があります。本プロジェクトが提供する一時的な商用ライセンスは、上流プロジェクトのオープンソースライセンス上の義務を置き換えたり免除したりするものではありません。
+本プロジェクトは [One API](https://github.com/songquanpeng/one-api) および [New API](https://github.com/QuantumNous/new-api) をベースに開発されています。現段階の MAX API は、これらを基盤として AI API ゲートウェイおよびガバナンス機能の強化、機能拡張、バグ修正を継続しています。商用利用にあたっては、各上流プロジェクトが現在公開している `LICENSE` ファイルに従い、One API の MIT ライセンスおよび New API の AGPLv3 ライセンスも遵守する必要があります。本プロジェクトが提供する一時的な商用ライセンスは、上流プロジェクトのオープンソースライセンス上の義務を置き換えたり免除したりするものではありません。
 
 表示要件を満たさなくなった場合、または一時的なライセンスが期限切れ、告知により変更もしくは終了した場合は、AGPLv3 に従うか、別途書面による許諾を取得する必要があります。長期商用ライセンスについては、maxapi@max-api.ai までお問い合わせください。
 
diff --git a/README.md b/README.md
index de30ef0..b6f598c 100644
--- a/README.md
+++ b/README.md
@@ -739,7 +739,7 @@ MAX API 不替代 Dify、LangChain、MCP Server、工作流引擎或业务 Agent
 
 满足上述任一展示要求并保持链接清晰可见，即自动获得本项目的临时商用授权，无需另行申请或等待确认。该授权为非永久授权，仅在持续满足展示要求期间有效；有效期及后续调整以项目方在本 README 或官方社区发布的最新说明为准。
 
-本项目基于 [One API](https://github.com/songquanpeng/one-api) 和 [New API](https://github.com/QuantumNous/new-api) 开发。商业使用本项目时，还须分别遵守 One API 的 MIT 许可证与 New API 的 AGPLv3 许可证，具体以各上游项目的 `LICENSE` 文件为准；本项目提供的临时商用授权不替代、也不免除相关上游项目的开源许可义务。
+本项目基于 [One API](https://github.com/songquanpeng/one-api) 和 [New API](https://github.com/QuantumNous/new-api) 开发。现阶段，MAX API 主要在上述项目基础上持续增强 AI API 网关与治理能力、扩展功能并修复问题。商业使用本项目时，还须分别遵守 One API 的 MIT 许可证与 New API 的 AGPLv3 许可证，具体以各上游项目的 `LICENSE` 文件为准；本项目提供的临时商用授权不替代、也不免除相关上游项目的开源许可义务。
 
 如不再满足展示要求，或临时授权到期、被公告调整或终止，仍需按 AGPLv3 或项目方另行书面授权使用本项目。如需长期商用授权，请联系：maxapi@max-api.ai。
 
diff --git a/README.zh_CN.md b/README.zh_CN.md
index 19ca044..b1cd942 100644
--- a/README.zh_CN.md
+++ b/README.zh_CN.md
@@ -732,7 +732,7 @@ MAX API 不替代 Dify、LangChain、MCP Server、工作流引擎或业务 Agent
 
 满足上述任一展示要求并保持链接清晰可见，即自动获得本项目的临时商用授权，无需另行申请或等待确认。该授权为非永久授权，仅在持续满足展示要求期间有效；有效期及后续调整以项目方在本 README 或官方社区发布的最新说明为准。
 
-本项目基于 [One API](https://github.com/songquanpeng/one-api) 和 [New API](https://github.com/QuantumNous/new-api) 开发。商业使用本项目时，还须分别遵守 One API 的 MIT 许可证与 New API 的 AGPLv3 许可证，具体以各上游项目的 `LICENSE` 文件为准；本项目提供的临时商用授权不替代、也不免除相关上游项目的开源许可义务。
+本项目基于 [One API](https://github.com/songquanpeng/one-api) 和 [New API](https://github.com/QuantumNous/new-api) 开发。现阶段，MAX API 主要在上述项目基础上持续增强 AI API 网关与治理能力、扩展功能并修复问题。商业使用本项目时，还须分别遵守 One API 的 MIT 许可证与 New API 的 AGPLv3 许可证，具体以各上游项目的 `LICENSE` 文件为准；本项目提供的临时商用授权不替代、也不免除相关上游项目的开源许可义务。
 
 如不再满足展示要求，或临时授权到期、被公告调整或终止，仍需按 AGPLv3 或项目方另行书面授权使用本项目。如需长期商用授权，请联系：maxapi@max-api.ai。
 
diff --git a/README.zh_TW.md b/README.zh_TW.md
index 1367227..9eb5e22 100644
--- a/README.zh_TW.md
+++ b/README.zh_TW.md
@@ -732,7 +732,7 @@ MAX API 不替代 Dify、LangChain、MCP Server、工作流引擎或業務 Agent
 
 滿足上述任一展示要求並保持連結清晰可見，即自動獲得本專案的臨時商用授權，無需另行申請或等待確認。該授權為非永久授權，僅在持續滿足展示要求期間有效；有效期及後續調整以專案方在本 README 或官方社群發布的最新說明為準。
 
-本專案基於 [One API](https://github.com/songquanpeng/one-api) 和 [New API](https://github.com/QuantumNous/new-api) 開發。商業使用本專案時，還須分別遵守 One API 的 MIT 許可證與 New API 的 AGPLv3 許可證，具體以各上游專案的 `LICENSE` 檔案為準；本專案提供的臨時商用授權不替代、也不免除相關上游專案的開源許可義務。
+本專案基於 [One API](https://github.com/songquanpeng/one-api) 和 [New API](https://github.com/QuantumNous/new-api) 開發。現階段，MAX API 主要在上述專案基礎上持續強化 AI API 閘道與治理能力、擴充功能並修正問題。商業使用本專案時，還須分別遵守 One API 的 MIT 許可證與 New API 的 AGPLv3 許可證，具體以各上游專案的 `LICENSE` 檔案為準；本專案提供的臨時商用授權不替代、也不免除相關上游專案的開源許可義務。
 
 如不再滿足展示要求，或臨時授權到期、被公告調整或終止，仍需按 AGPLv3 或專案方另行書面授權使用本專案。如需長期商用授權，請聯絡：maxapi@max-api.ai。
 
diff --git a/web/default/src/i18n/locales/vi.json b/web/default/src/i18n/locales/vi.json
index 63c6937..f21c94b 100644
--- a/web/default/src/i18n/locales/vi.json
+++ b/web/default/src/i18n/locales/vi.json
@@ -4018,7 +4018,7 @@
     "Save task rate cards": "Lưu bảng giá tác vụ",
     "Save these backup codes in a safe place. Each code can only be used once.": "Lưu các mã dự phòng này ở nơi an toàn. Mỗi mã chỉ được sử dụng một lần.",
     "Save these codes in a safe place. Each code can only be used once.": "Hãy lưu các mã này ở nơi an toàn. Mỗi mã chỉ có thể được sử dụng một lần.",
-    "Save tiered billing": "Save tiered billing",
+    "Save tiered billing": "Lưu cấu hình thanh toán theo bậc",
     "Save token limits": "Lưu giới hạn token",
     "Save tool prices": "Lưu giá công cụ",
     "Save Waffo Pancake settings": "Lưu cài đặt Waffo Pancake",
@@ -4621,9 +4621,9 @@
     "Tier name": "Tên bậc",
     "Tiered": "Nhiều bậc",
     "Tiered (billing expression)": "Nhiều bậc (công thức tính phí)",
-    "Tiered Billing": "Tiered Billing",
-    "Tiered billing configuration saved": "Tiered billing configuration saved",
-    "Tiered billing JSON": "Tiered billing JSON",
+    "Tiered Billing": "Thanh toán theo bậc",
+    "Tiered billing configuration saved": "Đã lưu cấu hình thanh toán theo bậc",
+    "Tiered billing JSON": "JSON thanh toán theo bậc",
     "Tiered price table": "Bảng giá theo bậc",
     "Tiered pricing": "Định giá theo tầng",
     "tiers": "tầng",

From da3cbad9aa8f06efb6fc312e9a28ced6a028889e Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Tue, 14 Jul 2026 15:08:11 +0800
Subject: [PATCH 5/8] =?UTF-8?q?=E6=96=B0=E5=A2=9E=E5=BC=80=E6=BA=90?=
 =?UTF-8?q?=E6=8E=88=E6=9D=83=E5=8D=8F=E8=AE=AE?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 README.en.md    | 2 ++
 README.fr.md    | 2 ++
 README.ja.md    | 2 ++
 README.md       | 2 ++
 README.zh_CN.md | 2 ++
 README.zh_TW.md | 2 ++
 6 files changed, 12 insertions(+)

diff --git a/README.en.md b/README.en.md
index f87a521..cdbd97e 100644
--- a/README.en.md
+++ b/README.en.md
@@ -744,6 +744,8 @@ Issues, documentation improvements, provider adaptation experience, deployment p
 
 This project is licensed under the [GNU Affero General Public License v3.0 (AGPLv3)](./LICENSE).
 
+In addition to the default AGPLv3 license, self-use derivative projects that meet the “Derivative Use and Community Acknowledgement” conditions above automatically receive the non-perpetual temporary commercial license described there. This temporary license covers only additions and modifications that the MAX API project maintainers have the right to license; it does not include or replace licensing from upstream projects such as One API and New API.
+
 If you modify this project and provide it to users over a network, please understand and comply with AGPLv3 source availability obligations. For commercial cooperation, institutional cooperation, or other licensing questions, contact: maxapi@max-api.ai.
 
 ---
diff --git a/README.fr.md b/README.fr.md
index d260147..7051455 100644
--- a/README.fr.md
+++ b/README.fr.md
@@ -661,6 +661,8 @@ Contributions de code, documentation, expériences d'adaptation fournisseur et p
 
 Ce projet est sous [GNU Affero General Public License v3.0 (AGPLv3)](./LICENSE).
 
+Outre la licence AGPLv3 par défaut, les projets dérivés à usage propre qui respectent les conditions « Développements dérivés et remerciements à la communauté » ci-dessus reçoivent automatiquement la licence commerciale temporaire et non permanente qui y est décrite. Cette licence temporaire ne couvre que les ajouts et modifications que les responsables du projet MAX API sont en droit de concéder ; elle n'inclut ni ne remplace les licences des projets en amont tels que One API et New API.
+
 Si vous modifiez le projet et le fournissez aux utilisateurs via le réseau, comprenez et respectez les obligations AGPLv3 de disponibilité du code source. Pour coopération commerciale, institutionnelle ou autres questions de licence : maxapi@max-api.ai.
 
 ---
diff --git a/README.ja.md b/README.ja.md
index a4c3898..a283052 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -682,6 +682,8 @@ Issue、ドキュメント改善、プロバイダー適応経験、デプロイ
 
 本プロジェクトは [GNU Affero General Public License v3.0 (AGPLv3)](./LICENSE) で提供されます。
 
+標準の AGPLv3 ライセンスに加え、上記「二次開発とコミュニティへの謝辞」の条件を満たす自己利用の二次開発プロジェクトには、そこで説明されている非永久の一時的な商用ライセンスが自動的に付与されます。この一時的なライセンスが対象とするのは、MAX API プロジェクト運営者がライセンスする権利を有する追加・変更部分のみであり、One API や New API などの上流プロジェクトのライセンスを含む、または代替するものではありません。
+
 本プロジェクトを変更し、ネットワーク経由でユーザーにサービスとして提供する場合は、AGPLv3 のソース提供義務などを理解し遵守してください。商用協力、機関協力、その他ライセンスに関する問い合わせは maxapi@max-api.ai までご連絡ください。
 
 ---
diff --git a/README.md b/README.md
index b6f598c..f55879f 100644
--- a/README.md
+++ b/README.md
@@ -751,6 +751,8 @@ MAX API 不替代 Dify、LangChain、MCP Server、工作流引擎或业务 Agent
 
 本项目采用 [GNU Affero 通用公共许可证 v3.0 (AGPLv3)](./LICENSE) 授权。
 
+除默认的 AGPLv3 授权外，符合上文“二次开发与社区鸣谢”条件的自用二开项目，可按该说明自动获得非永久的临时商用授权。该临时授权仅覆盖 MAX API 项目方有权授权的新增与修改部分，并不包含或代替 One API、New API 等上游项目的许可授权。
+
 如果你修改并通过网络向用户提供本项目服务，请理解并遵守 AGPLv3 对应源码提供等义务。商业合作、机构合作或其他授权问题，请联系：maxapi@max-api.ai。
 
 
diff --git a/README.zh_CN.md b/README.zh_CN.md
index b1cd942..791e780 100644
--- a/README.zh_CN.md
+++ b/README.zh_CN.md
@@ -744,6 +744,8 @@ MAX API 不替代 Dify、LangChain、MCP Server、工作流引擎或业务 Agent
 
 本项目采用 [GNU Affero 通用公共许可证 v3.0 (AGPLv3)](./LICENSE) 授权。
 
+除默认的 AGPLv3 授权外，符合上文“二次开发与社区鸣谢”条件的自用二开项目，可按该说明自动获得非永久的临时商用授权。该临时授权仅覆盖 MAX API 项目方有权授权的新增与修改部分，并不包含或代替 One API、New API 等上游项目的许可授权。
+
 如果你修改并通过网络向用户提供本项目服务，请理解并遵守 AGPLv3 对应源码提供等义务。商业合作、机构合作或其他授权问题，请联系：maxapi@max-api.ai。
 
 ---
diff --git a/README.zh_TW.md b/README.zh_TW.md
index 9eb5e22..9d773f1 100644
--- a/README.zh_TW.md
+++ b/README.zh_TW.md
@@ -744,6 +744,8 @@ MAX API 不替代 Dify、LangChain、MCP Server、工作流引擎或業務 Agent
 
 本專案采用 [GNU Affero 通用公共許可證 v3.0 (AGPLv3)](./LICENSE) 授權。
 
+除預設的 AGPLv3 授權外，符合上文「二次開發與社群鳴謝」條件的自用二開專案，可按該說明自動獲得非永久的臨時商用授權。該臨時授權僅涵蓋 MAX API 專案方有權授權的新增與修改部分，並不包含或代替 One API、New API 等上游專案的許可授權。
+
 如果你修改并通過網絡向使用者提供本專案服務，請理解并遵守 AGPLv3 對應源碼提供等義務。商業合作、機構合作或其他授權問題，請聯系：maxapi@max-api.ai。
 
 ---

From 6ac9078dc18a439d0498f6ad5e931c30f664b0fe Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Thu, 16 Jul 2026 01:02:32 +0800
Subject: [PATCH 6/8] =?UTF-8?q?preview.4=E7=89=88=E6=9C=ACP0=E7=BA=A7?=
 =?UTF-8?q?=E9=94=99=E8=AF=AF=E4=BF=AE=E5=A4=8D?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../claude/message_delta_usage_patch_test.go  |  5 ++-
 relay/channel/claude/relay-claude.go          |  3 ++
 relay/channel/claude/relay_claude_test.go     | 38 +++++++++++++++++++
 3 files changed, 45 insertions(+), 1 deletion(-)

diff --git a/relay/channel/claude/message_delta_usage_patch_test.go b/relay/channel/claude/message_delta_usage_patch_test.go
index b0c2d52..c68a4b6 100644
--- a/relay/channel/claude/message_delta_usage_patch_test.go
+++ b/relay/channel/claude/message_delta_usage_patch_test.go
@@ -92,11 +92,13 @@ func TestBuildMessageDeltaPatchUsage(t *testing.T) {
 	t.Run("keep upstream non-zero values", func(t *testing.T) {
 		claudeResponse := &dto.ClaudeResponse{Usage: &dto.ClaudeUsage{
 			InputTokens:              9,
+			OutputTokens:             8,
 			CacheReadInputTokens:     7,
 			CacheCreationInputTokens: 6,
 		}}
 		claudeInfo := &ClaudeResponseInfo{Usage: &dto.Usage{
-			PromptTokens: 100,
+			PromptTokens:     100,
+			CompletionTokens: 99,
 			PromptTokensDetails: dto.InputTokenDetails{
 				CachedTokens:         30,
 				CachedCreationTokens: 50,
@@ -105,6 +107,7 @@ func TestBuildMessageDeltaPatchUsage(t *testing.T) {
 
 		usage := buildMessageDeltaPatchUsage(claudeResponse, claudeInfo)
 		require.EqualValues(t, 9, usage.InputTokens)
+		require.EqualValues(t, 8, usage.OutputTokens)
 		require.EqualValues(t, 7, usage.CacheReadInputTokens)
 		require.EqualValues(t, 6, usage.CacheCreationInputTokens)
 	})
diff --git a/relay/channel/claude/relay-claude.go b/relay/channel/claude/relay-claude.go
index aeb89f8..2350427 100644
--- a/relay/channel/claude/relay-claude.go
+++ b/relay/channel/claude/relay-claude.go
@@ -695,6 +695,9 @@ func buildMessageDeltaPatchUsage(claudeResponse *dto.ClaudeResponse, claudeInfo
 	if usage.InputTokens == 0 && claudeInfo.Usage.PromptTokens > 0 {
 		usage.InputTokens = claudeInfo.Usage.PromptTokens
 	}
+	if usage.OutputTokens == 0 && claudeInfo.Usage.CompletionTokens > 0 {
+		usage.OutputTokens = claudeInfo.Usage.CompletionTokens
+	}
 	if usage.CacheReadInputTokens == 0 && claudeInfo.Usage.PromptTokensDetails.CachedTokens > 0 {
 		usage.CacheReadInputTokens = claudeInfo.Usage.PromptTokensDetails.CachedTokens
 	}
diff --git a/relay/channel/claude/relay_claude_test.go b/relay/channel/claude/relay_claude_test.go
index c4a15c8..0d55105 100644
--- a/relay/channel/claude/relay_claude_test.go
+++ b/relay/channel/claude/relay_claude_test.go
@@ -2,11 +2,15 @@ package claude
 
 import (
 	"encoding/base64"
+	"net/http/httptest"
 	"strings"
 	"testing"
 
 	"github.com/MAX-API-Next/MAX-API/common"
 	"github.com/MAX-API-Next/MAX-API/dto"
+	relaycommon "github.com/MAX-API-Next/MAX-API/relay/common"
+	"github.com/MAX-API-Next/MAX-API/types"
+	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/require"
 )
 
@@ -151,6 +155,40 @@ func TestFormatClaudeResponseInfo_MessageDelta_OnlyOutputTokens(t *testing.T) {
 	}
 }
 
+func TestHandleStreamFinalResponsePreservesOutputTokensInBillingUsage(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+	info := &relaycommon.RelayInfo{
+		RelayFormat: types.RelayFormatClaude,
+		ChannelMeta: &relaycommon.ChannelMeta{
+			UpstreamModelName: "claude-sonnet-test",
+		},
+	}
+	claudeInfo := &ClaudeResponseInfo{
+		ResponseText: strings.Builder{},
+		Usage:        &dto.Usage{},
+	}
+
+	require.True(t, FormatClaudeResponseInfo(&dto.ClaudeResponse{
+		Type: "message_start",
+		Message: &dto.ClaudeMediaMessage{
+			Model: "claude-sonnet-test",
+			Usage: &dto.ClaudeUsage{InputTokens: 100},
+		},
+	}, nil, claudeInfo))
+	require.True(t, FormatClaudeResponseInfo(&dto.ClaudeResponse{
+		Type:  "message_delta",
+		Usage: &dto.ClaudeUsage{OutputTokens: 53},
+	}, nil, claudeInfo))
+
+	HandleStreamFinalResponse(ctx, info, claudeInfo)
+
+	require.Equal(t, 53, claudeInfo.Usage.CompletionTokens)
+	require.NotNil(t, claudeInfo.Usage.BillingUsage)
+	require.NotNil(t, claudeInfo.Usage.BillingUsage.ClaudeUsage)
+	require.Equal(t, 53, claudeInfo.Usage.BillingUsage.ClaudeUsage.OutputTokens)
+}
+
 func TestFormatClaudeResponseInfo_NilClaudeInfo(t *testing.T) {
 	claudeResponse := &dto.ClaudeResponse{Type: "message_start"}
 	ok := FormatClaudeResponseInfo(claudeResponse, nil, nil)

From ad35a379e26efc719ed304822bee6929f7d4cb9a Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Thu, 16 Jul 2026 01:51:15 +0800
Subject: [PATCH 7/8] =?UTF-8?q?preview.4=E7=89=88=E6=9C=ACP0=E7=BA=A7?=
 =?UTF-8?q?=E9=94=99=E8=AF=AF=E4=BF=AE=E5=A4=8D?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 dto/billing_usage.go                          |  55 ++++++-
 dto/billing_usage_test.go                     |  11 ++
 dto/openai_response.go                        |  29 +++-
 .../claude/message_delta_usage_patch_test.go  |  19 +++
 relay/channel/claude/relay-claude.go          |   1 +
 relay/channel/gemini/relay-gemini.go          |  41 +++--
 .../channel/gemini/relay_gemini_usage_test.go |  78 ++++++++++
 relay/channel/minimax/adaptor_test.go         |  51 ++++++
 relay/channel/minimax/tts.go                  |  15 +-
 relay/channel/openai/audio.go                 |  39 +++--
 relay/channel/openai/audio_usage_test.go      |  63 ++++++++
 relay/channel/openai/relay_responses.go       |  63 +++++---
 .../channel/openai/relay_responses_compact.go |  10 +-
 relay/channel/openai/responses_usage_test.go  | 147 ++++++++++++++++++
 relay/responses_handler.go                    |  11 +-
 relay/responses_handler_test.go               |  36 +++++
 service/billing_usage.go                      |   1 +
 service/openaicompat/responses_compat_test.go |   2 +-
 service/openaicompat/responses_to_chat.go     |   1 +
 service/quota.go                              |  10 +-
 service/tiered_settle.go                      |  14 ++
 service/tiered_settle_test.go                 |  30 ++++
 tools/jsonwrapcheck/allowlist.txt             |   1 -
 23 files changed, 649 insertions(+), 79 deletions(-)
 create mode 100644 relay/channel/openai/audio_usage_test.go
 create mode 100644 relay/channel/openai/responses_usage_test.go
 create mode 100644 relay/responses_handler_test.go

diff --git a/dto/billing_usage.go b/dto/billing_usage.go
index 6773d4d..b246e21 100644
--- a/dto/billing_usage.go
+++ b/dto/billing_usage.go
@@ -97,6 +97,13 @@ func HasOpenAIUsageTokens(usage *Usage) bool {
 		usage.CompletionTokenDetails.AudioTokens != 0 {
 		return true
 	}
+	if usage.OutputTokensDetails != nil &&
+		(usage.OutputTokensDetails.ReasoningTokens != 0 ||
+			usage.OutputTokensDetails.TextTokens != 0 ||
+			usage.OutputTokensDetails.ImageTokens != 0 ||
+			usage.OutputTokensDetails.AudioTokens != 0) {
+		return true
+	}
 	return usage.InputTokensDetails != nil
 }
 
@@ -108,15 +115,49 @@ func NewEstimatedGeminiChatBillingUsage(usage *Usage) *BillingUsage {
 	if usage == nil {
 		return nil
 	}
+	metadata := GeminiUsageMetadata{}
+	if usage.BillingUsage != nil && usage.BillingUsage.GeminiUsageMetadata != nil {
+		metadata = cloneGeminiUsageMetadata(*usage.BillingUsage.GeminiUsageMetadata)
+	}
+
+	if usage.PromptTokens > 0 {
+		promptTokens := usage.PromptTokens - metadata.ToolUsePromptTokenCount
+		if promptTokens < 0 {
+			promptTokens = 0
+		}
+		metadata.PromptTokenCount = promptTokens
+	}
+	if usage.CompletionTokenDetails.ReasoningTokens > 0 {
+		metadata.ThoughtsTokenCount = usage.CompletionTokenDetails.ReasoningTokens
+	}
+	candidateTokens := usage.CompletionTokens - metadata.ThoughtsTokenCount
+	if candidateTokens < 0 {
+		candidateTokens = 0
+	}
+	metadata.CandidatesTokenCount = candidateTokens
+	metadata.CandidatesTokensDetails = mergeGeminiCandidateTokenDetail(metadata.CandidatesTokensDetails, "TEXT", usage.CompletionTokenDetails.TextTokens)
+	metadata.CandidatesTokensDetails = mergeGeminiCandidateTokenDetail(metadata.CandidatesTokensDetails, "IMAGE", usage.CompletionTokenDetails.ImageTokens)
+	metadata.CandidatesTokensDetails = mergeGeminiCandidateTokenDetail(metadata.CandidatesTokensDetails, "AUDIO", usage.CompletionTokenDetails.AudioTokens)
+
 	totalTokens := usage.TotalTokens
 	if totalTokens == 0 {
 		totalTokens = usage.PromptTokens + usage.CompletionTokens
 	}
-	return newGeminiChatBillingUsage(&GeminiUsageMetadata{
-		PromptTokenCount:     usage.PromptTokens,
-		CandidatesTokenCount: usage.CompletionTokens,
-		TotalTokenCount:      totalTokens,
-	}, true)
+	metadata.TotalTokenCount = totalTokens
+	return newGeminiChatBillingUsage(&metadata, true)
+}
+
+func mergeGeminiCandidateTokenDetail(details []GeminiPromptTokensDetails, modality string, tokenCount int) []GeminiPromptTokensDetails {
+	if tokenCount <= 0 {
+		return details
+	}
+	for i := range details {
+		if details[i].Modality == modality {
+			details[i].TokenCount = tokenCount
+			return details
+		}
+	}
+	return append(details, GeminiPromptTokensDetails{Modality: modality, TokenCount: tokenCount})
 }
 
 func newGeminiChatBillingUsage(metadata *GeminiUsageMetadata, estimated bool) *BillingUsage {
@@ -156,6 +197,10 @@ func cloneOpenAIUsage(usage *Usage) *Usage {
 		inputTokensDetails := *usage.InputTokensDetails
 		clone.InputTokensDetails = &inputTokensDetails
 	}
+	if usage.OutputTokensDetails != nil {
+		outputTokensDetails := *usage.OutputTokensDetails
+		clone.OutputTokensDetails = &outputTokensDetails
+	}
 	return &clone
 }
 
diff --git a/dto/billing_usage_test.go b/dto/billing_usage_test.go
index 26b1b49..51ca23c 100644
--- a/dto/billing_usage_test.go
+++ b/dto/billing_usage_test.go
@@ -49,6 +49,17 @@ func TestNewOpenAIChatBillingUsageRequiresTokenContent(t *testing.T) {
 	assert.Equal(t, 1, billingUsage.OpenAIUsage.PromptTokens)
 }
 
+func TestNewOpenAIResponsesBillingUsageSupportsOutputTokenDetails(t *testing.T) {
+	source := &Usage{OutputTokensDetails: &OutputTokenDetails{AudioTokens: 9}}
+	billingUsage := NewOpenAIResponsesBillingUsage(source)
+
+	require.NotNil(t, billingUsage)
+	require.NotNil(t, billingUsage.OpenAIUsage)
+	require.NotNil(t, billingUsage.OpenAIUsage.OutputTokensDetails)
+	assert.Equal(t, 9, billingUsage.OpenAIUsage.OutputTokensDetails.AudioTokens)
+	assert.NotSame(t, source.OutputTokensDetails, billingUsage.OpenAIUsage.OutputTokensDetails)
+}
+
 func TestNewEstimatedGeminiChatBillingUsage(t *testing.T) {
 	billingUsage := NewEstimatedGeminiChatBillingUsage(&Usage{
 		PromptTokens:     11,
diff --git a/dto/openai_response.go b/dto/openai_response.go
index 6e536aa..720ac56 100644
--- a/dto/openai_response.go
+++ b/dto/openai_response.go
@@ -229,11 +229,12 @@ type Usage struct {
 	UsageSource          string        `json:"usage_source,omitempty"`
 	BillingUsage         *BillingUsage `json:"billing_usage,omitempty"`
 
-	PromptTokensDetails    InputTokenDetails  `json:"prompt_tokens_details"`
-	CompletionTokenDetails OutputTokenDetails `json:"completion_tokens_details"`
-	InputTokens            int                `json:"input_tokens"`
-	OutputTokens           int                `json:"output_tokens"`
-	InputTokensDetails     *InputTokenDetails `json:"input_tokens_details"`
+	PromptTokensDetails    InputTokenDetails   `json:"prompt_tokens_details"`
+	CompletionTokenDetails OutputTokenDetails  `json:"completion_tokens_details"`
+	OutputTokensDetails    *OutputTokenDetails `json:"output_tokens_details,omitempty"`
+	InputTokens            int                 `json:"input_tokens"`
+	OutputTokens           int                 `json:"output_tokens"`
+	InputTokensDetails     *InputTokenDetails  `json:"input_tokens_details"`
 
 	// claude cache 1h
 	ClaudeCacheCreation5mTokens int `json:"claude_cache_creation_5_m_tokens"`
@@ -304,6 +305,24 @@ type OutputTokenDetails struct {
 	ReasoningTokens int `json:"reasoning_tokens"`
 }
 
+func CopyOutputTokenDetails(dst *OutputTokenDetails, src *OutputTokenDetails, overwriteExisting bool) {
+	if dst == nil || src == nil {
+		return
+	}
+	if overwriteExisting || dst.TextTokens == 0 {
+		dst.TextTokens = src.TextTokens
+	}
+	if overwriteExisting || dst.AudioTokens == 0 {
+		dst.AudioTokens = src.AudioTokens
+	}
+	if overwriteExisting || dst.ImageTokens == 0 {
+		dst.ImageTokens = src.ImageTokens
+	}
+	if overwriteExisting || dst.ReasoningTokens == 0 {
+		dst.ReasoningTokens = src.ReasoningTokens
+	}
+}
+
 type OpenAIResponsesResponse struct {
 	ID                 string             `json:"id"`
 	Object             string             `json:"object"`
diff --git a/relay/channel/claude/message_delta_usage_patch_test.go b/relay/channel/claude/message_delta_usage_patch_test.go
index c68a4b6..144ee86 100644
--- a/relay/channel/claude/message_delta_usage_patch_test.go
+++ b/relay/channel/claude/message_delta_usage_patch_test.go
@@ -30,6 +30,15 @@ func TestPatchClaudeMessageDeltaUsageDataPreserveUnknownFields(t *testing.T) {
 	require.EqualValues(t, 50, gjson.Get(patchedData, "usage.cache_creation_input_tokens").Int())
 }
 
+func TestPatchClaudeMessageDeltaUsageDataAddsMissingOutputTokens(t *testing.T) {
+	originalData := `{"type":"message_delta","usage":{}}`
+	usage := &dto.ClaudeUsage{OutputTokens: 99}
+
+	patchedData := patchClaudeMessageDeltaUsageData(originalData, usage)
+
+	require.EqualValues(t, 99, gjson.Get(patchedData, "usage.output_tokens").Int())
+}
+
 func TestPatchClaudeMessageDeltaUsageDataZeroValueChecks(t *testing.T) {
 	originalData := `{"type":"message_delta","usage":{"output_tokens":53,"input_tokens":9,"cache_read_input_tokens":0}}`
 	usage := &dto.ClaudeUsage{
@@ -89,6 +98,16 @@ func TestBuildMessageDeltaPatchUsage(t *testing.T) {
 		require.EqualValues(t, 20, usage.CacheCreation.Ephemeral1hInputTokens)
 	})
 
+	t.Run("patch missing OutputTokens from CompletionTokens", func(t *testing.T) {
+		claudeResponse := &dto.ClaudeResponse{Usage: &dto.ClaudeUsage{}}
+		claudeInfo := &ClaudeResponseInfo{Usage: &dto.Usage{
+			CompletionTokens: 99,
+		}}
+
+		usage := buildMessageDeltaPatchUsage(claudeResponse, claudeInfo)
+		require.EqualValues(t, 99, usage.OutputTokens)
+	})
+
 	t.Run("keep upstream non-zero values", func(t *testing.T) {
 		claudeResponse := &dto.ClaudeResponse{Usage: &dto.ClaudeUsage{
 			InputTokens:              9,
diff --git a/relay/channel/claude/relay-claude.go b/relay/channel/claude/relay-claude.go
index 2350427..ceb0431 100644
--- a/relay/channel/claude/relay-claude.go
+++ b/relay/channel/claude/relay-claude.go
@@ -744,6 +744,7 @@ func patchClaudeMessageDeltaUsageData(data string, usage *dto.ClaudeUsage) strin
 	}
 
 	data = setMessageDeltaUsageInt(data, "usage.input_tokens", usage.InputTokens)
+	data = setMessageDeltaUsageInt(data, "usage.output_tokens", usage.OutputTokens)
 	data = setMessageDeltaUsageInt(data, "usage.cache_read_input_tokens", usage.CacheReadInputTokens)
 	data = setMessageDeltaUsageInt(data, "usage.cache_creation_input_tokens", usage.CacheCreationInputTokens)
 
diff --git a/relay/channel/gemini/relay-gemini.go b/relay/channel/gemini/relay-gemini.go
index 85d4b8f..5eddad7 100644
--- a/relay/channel/gemini/relay-gemini.go
+++ b/relay/channel/gemini/relay-gemini.go
@@ -1069,12 +1069,11 @@ func attachEstimatedGeminiBillingUsage(usage *dto.Usage) *dto.Usage {
 	return usage
 }
 
-// patchGeminiZeroCompletionUsage estimates completion tokens locally when
-// upstream usageMetadata was billable but reported zero completion tokens even
-// though output content was received. Without replacing BillingUsage, settlement
-// would still prefer the prompt-only metadata and bill zero completion.
+// patchGeminiZeroCompletionUsage estimates candidate tokens locally when
+// upstream usageMetadata reported no candidate usage even though visible output
+// was received. Reasoning tokens and the original detailed metadata are retained.
 func patchGeminiZeroCompletionUsage(c *gin.Context, info *relaycommon.RelayInfo, usage *dto.Usage, responseText string, imageCount int) {
-	if usage == nil || usage.CompletionTokens > 0 {
+	if usage == nil || geminiCandidateTokenCount(usage) > 0 {
 		return
 	}
 	if responseText == "" && imageCount == 0 {
@@ -1088,14 +1087,38 @@ func patchGeminiZeroCompletionUsage(c *gin.Context, info *relaycommon.RelayInfo,
 	if usage.PromptTokens == 0 {
 		usage.PromptTokens = estimated.PromptTokens
 	}
-	usage.CompletionTokens = estimated.CompletionTokens
-	if imageCount != 0 && usage.CompletionTokens == 0 {
-		usage.CompletionTokens = imageCount * 1400
-	}
+	estimatedCandidateTokens := estimated.CompletionTokens
+	if imageCount != 0 && estimatedCandidateTokens == 0 {
+		estimatedCandidateTokens = imageCount * 1400
+		usage.CompletionTokenDetails.ImageTokens = estimatedCandidateTokens
+	} else if responseText != "" && estimatedCandidateTokens > 0 &&
+		usage.CompletionTokenDetails.TextTokens == 0 &&
+		usage.CompletionTokenDetails.ImageTokens == 0 &&
+		usage.CompletionTokenDetails.AudioTokens == 0 {
+		usage.CompletionTokenDetails.TextTokens = estimatedCandidateTokens
+	}
+	usage.CompletionTokens = usage.CompletionTokenDetails.ReasoningTokens + estimatedCandidateTokens
 	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
 	usage.BillingUsage = dto.NewEstimatedGeminiChatBillingUsage(usage)
 }
 
+func geminiCandidateTokenCount(usage *dto.Usage) int {
+	if usage == nil {
+		return 0
+	}
+	if usage.BillingUsage != nil && usage.BillingUsage.GeminiUsageMetadata != nil {
+		if count := usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount; count > 0 {
+			return count
+		}
+		return 0
+	}
+	count := usage.CompletionTokens - usage.CompletionTokenDetails.ReasoningTokens
+	if count < 0 {
+		return 0
+	}
+	return count
+}
+
 func geminiResponseUsageText(response *dto.GeminiChatResponse) string {
 	if response == nil {
 		return ""
diff --git a/relay/channel/gemini/relay_gemini_usage_test.go b/relay/channel/gemini/relay_gemini_usage_test.go
index 91b2f3b..8134971 100644
--- a/relay/channel/gemini/relay_gemini_usage_test.go
+++ b/relay/channel/gemini/relay_gemini_usage_test.go
@@ -377,6 +377,84 @@ func TestGeminiTextGenerationHandlerUsesEstimatedPromptTokensWhenUsagePromptMiss
 	require.Equal(t, 110, usage.TotalTokens)
 }
 
+func TestPatchGeminiZeroCompletionUsagePreservesBillingDetails(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1beta/models/gemini-test:generateContent", nil)
+	info := &relaycommon.RelayInfo{
+		OriginModelName: "gemini-test",
+		ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: "gemini-test"},
+	}
+	metadata := dto.GeminiUsageMetadata{
+		PromptTokenCount:        100,
+		ToolUsePromptTokenCount: 5,
+		ThoughtsTokenCount:      10,
+		TotalTokenCount:         115,
+		CachedContentTokenCount: 20,
+		PromptTokensDetails: []dto.GeminiPromptTokensDetails{
+			{Modality: "TEXT", TokenCount: 70},
+			{Modality: "IMAGE", TokenCount: 10},
+			{Modality: "AUDIO", TokenCount: 20},
+		},
+		ToolUsePromptTokensDetails: []dto.GeminiPromptTokensDetails{
+			{Modality: "TEXT", TokenCount: 5},
+		},
+	}
+	usage := buildUsageFromGeminiMetadata(metadata, 0)
+	require.Equal(t, 10, usage.CompletionTokens)
+
+	patchGeminiZeroCompletionUsage(c, info, &usage, "", 2)
+
+	require.Equal(t, 2810, usage.CompletionTokens)
+	require.Equal(t, 10, usage.CompletionTokenDetails.ReasoningTokens)
+	require.Equal(t, 2800, usage.CompletionTokenDetails.ImageTokens)
+	require.NotNil(t, usage.BillingUsage)
+	require.True(t, usage.BillingUsage.Estimated)
+	require.NotNil(t, usage.BillingUsage.GeminiUsageMetadata)
+	patched := usage.BillingUsage.GeminiUsageMetadata
+	require.Equal(t, 20, patched.CachedContentTokenCount)
+	require.Equal(t, metadata.PromptTokensDetails, patched.PromptTokensDetails)
+	require.Equal(t, metadata.ToolUsePromptTokensDetails, patched.ToolUsePromptTokensDetails)
+	require.Equal(t, 10, patched.ThoughtsTokenCount)
+	require.Equal(t, 2800, patched.CandidatesTokenCount)
+	require.Contains(t, patched.CandidatesTokensDetails, dto.GeminiPromptTokensDetails{Modality: "IMAGE", TokenCount: 2800})
+}
+
+func TestPatchGeminiZeroCompletionUsageEstimatesTextAlongsideReasoning(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1beta/models/gemini-test:generateContent", nil)
+	info := &relaycommon.RelayInfo{
+		OriginModelName: "gemini-test",
+		ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: "gemini-test"},
+	}
+	metadata := dto.GeminiUsageMetadata{
+		PromptTokenCount:        100,
+		ThoughtsTokenCount:      10,
+		TotalTokenCount:         110,
+		CachedContentTokenCount: 20,
+		PromptTokensDetails: []dto.GeminiPromptTokensDetails{
+			{Modality: "TEXT", TokenCount: 100},
+		},
+	}
+	usage := buildUsageFromGeminiMetadata(metadata, 0)
+
+	patchGeminiZeroCompletionUsage(c, info, &usage, "visible response text", 0)
+
+	estimatedCandidates := usage.CompletionTokens - 10
+	require.Positive(t, estimatedCandidates)
+	require.Equal(t, estimatedCandidates, usage.CompletionTokenDetails.TextTokens)
+	require.Equal(t, 10, usage.CompletionTokenDetails.ReasoningTokens)
+	require.NotNil(t, usage.BillingUsage)
+	require.Equal(t, estimatedCandidates, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
+	require.Equal(t, 10, usage.BillingUsage.GeminiUsageMetadata.ThoughtsTokenCount)
+	require.Equal(t, 20, usage.BillingUsage.GeminiUsageMetadata.CachedContentTokenCount)
+	require.Contains(t, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokensDetails, dto.GeminiPromptTokensDetails{
+		Modality:   "TEXT",
+		TokenCount: estimatedCandidates,
+	})
+}
+
 func sseDataForEvent(t *testing.T, body string, eventType string) string {
 	t.Helper()
 	for _, event := range strings.Split(body, "\n\n") {
diff --git a/relay/channel/minimax/adaptor_test.go b/relay/channel/minimax/adaptor_test.go
index 10493e2..068fea7 100644
--- a/relay/channel/minimax/adaptor_test.go
+++ b/relay/channel/minimax/adaptor_test.go
@@ -120,6 +120,57 @@ func TestDoResponseForImageGeneration(t *testing.T) {
 	}
 }
 
+func TestHandleTTSResponseUsesUpstreamCharacterUsage(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	recorder := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(recorder)
+	info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{}}
+	info.SetEstimatePromptTokens(7)
+	resp := &http.Response{
+		StatusCode: http.StatusOK,
+		Header:     make(http.Header),
+		Body:       ioNopCloser(`{"data":{"audio":"00"},"extra_info":{"usage_characters":42},"base_resp":{"status_code":0}}`),
+	}
+
+	usageAny, maxAPIError := handleTTSResponse(c, resp, info)
+
+	if maxAPIError != nil {
+		t.Fatalf("handleTTSResponse returned error: %v", maxAPIError)
+	}
+	usage, ok := usageAny.(*dto.Usage)
+	if !ok {
+		t.Fatalf("usage type = %T, want *dto.Usage", usageAny)
+	}
+	if usage.PromptTokens != 42 || usage.TotalTokens != 42 {
+		t.Fatalf("usage = %#v, want upstream character count as prompt and total", usage)
+	}
+	if usage.PromptTokensDetails.TextTokens != 42 {
+		t.Fatalf("text tokens = %d, want 42", usage.PromptTokensDetails.TextTokens)
+	}
+}
+
+func TestHandleTTSResponseFallsBackWhenCharacterUsageMissing(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{}}
+	info.SetEstimatePromptTokens(7)
+	resp := &http.Response{
+		StatusCode: http.StatusOK,
+		Header:     make(http.Header),
+		Body:       ioNopCloser(`{"data":{"audio":"00"},"extra_info":{"usage_characters":0},"base_resp":{"status_code":0}}`),
+	}
+
+	usageAny, maxAPIError := handleTTSResponse(c, resp, info)
+
+	if maxAPIError != nil {
+		t.Fatalf("handleTTSResponse returned error: %v", maxAPIError)
+	}
+	usage := usageAny.(*dto.Usage)
+	if usage.PromptTokens != 7 || usage.TotalTokens != 7 || usage.PromptTokensDetails.TextTokens != 7 {
+		t.Fatalf("usage = %#v, want local estimate fallback", usage)
+	}
+}
+
 type nopReadCloser struct {
 	*strings.Reader
 }
diff --git a/relay/channel/minimax/tts.go b/relay/channel/minimax/tts.go
index d7c8c89..a19713f 100644
--- a/relay/channel/minimax/tts.go
+++ b/relay/channel/minimax/tts.go
@@ -2,13 +2,13 @@ package minimax
 
 import (
 	"encoding/hex"
-	"encoding/json"
 	"errors"
 	"fmt"
 	"io"
 	"net/http"
 	"strings"
 
+	"github.com/MAX-API-Next/MAX-API/common"
 	"github.com/MAX-API-Next/MAX-API/dto"
 	relaycommon "github.com/MAX-API-Next/MAX-API/relay/common"
 	"github.com/MAX-API-Next/MAX-API/service"
@@ -118,7 +118,7 @@ func handleTTSResponse(c *gin.Context, resp *http.Response, info *relaycommon.Re
 
 	// Parse response
 	var minimaxResp MiniMaxTTSResponse
-	if unmarshalErr := json.Unmarshal(body, &minimaxResp); unmarshalErr != nil {
+	if unmarshalErr := common.Unmarshal(body, &minimaxResp); unmarshalErr != nil {
 		return nil, types.NewErrorWithStatusCode(
 			fmt.Errorf("failed to unmarshal minimax TTS response: %w", unmarshalErr),
 			types.ErrorCodeBadResponseBody,
@@ -163,10 +163,17 @@ func handleTTSResponse(c *gin.Context, resp *http.Response, info *relaycommon.Re
 		c.Data(http.StatusOK, contentType, audioData)
 	}
 
+	promptTokens := info.GetEstimatePromptTokens()
+	if minimaxResp.ExtraInfo.UsageCharacters > 0 {
+		promptTokens = int(minimaxResp.ExtraInfo.UsageCharacters)
+	}
 	usage = &dto.Usage{
-		PromptTokens:     info.GetEstimatePromptTokens(),
+		PromptTokens:     promptTokens,
 		CompletionTokens: 0,
-		TotalTokens:      int(minimaxResp.ExtraInfo.UsageCharacters),
+		TotalTokens:      promptTokens,
+		PromptTokensDetails: dto.InputTokenDetails{
+			TextTokens: promptTokens,
+		},
 	}
 
 	return usage, nil
diff --git a/relay/channel/openai/audio.go b/relay/channel/openai/audio.go
index 76bb136..f63977f 100644
--- a/relay/channel/openai/audio.go
+++ b/relay/channel/openai/audio.go
@@ -18,6 +18,23 @@ import (
 	"github.com/gin-gonic/gin"
 )
 
+func normalizeOpenAIAudioUsage(usage *dto.Usage) {
+	if usage == nil {
+		return
+	}
+	if usage.PromptTokens == 0 {
+		usage.PromptTokens = usage.InputTokens
+	}
+	if usage.CompletionTokens == 0 {
+		usage.CompletionTokens = usage.OutputTokens
+	}
+	if usage.TotalTokens == 0 {
+		usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+	}
+	dto.CopyInputTokenDetails(&usage.PromptTokensDetails, usage.InputTokensDetails, false)
+	dto.CopyOutputTokenDetails(&usage.CompletionTokenDetails, usage.OutputTokensDetails, false)
+}
+
 func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) *dto.Usage {
 	// the status code has been judged before, if there is a body reading failure,
 	// it should be regarded as a non-recoverable error, so it should not return err for external retry.
@@ -44,10 +61,9 @@ func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 				if err := common.Unmarshal([]byte(data), &simpleResponse); err != nil {
 					logger.LogError(c, err.Error())
 					sr.Error(err)
-				} else if simpleResponse.Usage.TotalTokens != 0 {
-					usage.PromptTokens = simpleResponse.Usage.InputTokens
-					usage.CompletionTokens = simpleResponse.OutputTokens
-					usage.TotalTokens = simpleResponse.TotalTokens
+				} else if dto.HasOpenAIUsageTokens(&simpleResponse.Usage) {
+					*usage = simpleResponse.Usage
+					normalizeOpenAIAudioUsage(usage)
 				}
 			}
 			if err := helper.StringData(c, data); err != nil {
@@ -127,17 +143,10 @@ func OpenaiSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 	var responseData struct {
 		Usage *dto.Usage `json:"usage"`
 	}
-	if err := common.Unmarshal(responseBody, &responseData); err == nil && responseData.Usage != nil {
-		if responseData.Usage.TotalTokens > 0 {
-			usage := responseData.Usage
-			if usage.PromptTokens == 0 {
-				usage.PromptTokens = usage.InputTokens
-			}
-			if usage.CompletionTokens == 0 {
-				usage.CompletionTokens = usage.OutputTokens
-			}
-			return nil, usage
-		}
+	if err := common.Unmarshal(responseBody, &responseData); err == nil && dto.HasOpenAIUsageTokens(responseData.Usage) {
+		usage := responseData.Usage
+		normalizeOpenAIAudioUsage(usage)
+		return nil, usage
 	}
 
 	usage := &dto.Usage{}
diff --git a/relay/channel/openai/audio_usage_test.go b/relay/channel/openai/audio_usage_test.go
new file mode 100644
index 0000000..b3795aa
--- /dev/null
+++ b/relay/channel/openai/audio_usage_test.go
@@ -0,0 +1,63 @@
+package openai
+
+import (
+	"io"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+
+	"github.com/MAX-API-Next/MAX-API/dto"
+	relaycommon "github.com/MAX-API-Next/MAX-API/relay/common"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/require"
+)
+
+func TestOpenaiTTSStreamPreservesAudioUsageDetails(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/audio/speech", nil)
+	info := &relaycommon.RelayInfo{
+		IsStream:    true,
+		DisablePing: true,
+		ChannelMeta: &relaycommon.ChannelMeta{},
+	}
+	resp := &http.Response{
+		StatusCode: http.StatusOK,
+		Header:     make(http.Header),
+		Body: io.NopCloser(strings.NewReader(
+			`data: {"usage":{"input_tokens":100,"output_tokens":25,"total_tokens":125,"input_tokens_details":{"text_tokens":80,"audio_tokens":20},"output_tokens_details":{"audio_tokens":25}}}` + "\n" +
+				"data: [DONE]\n",
+		)),
+	}
+
+	usage := OpenaiTTSHandler(c, resp, info)
+
+	require.Equal(t, 100, usage.PromptTokens)
+	require.Equal(t, 25, usage.CompletionTokens)
+	require.Equal(t, 20, usage.PromptTokensDetails.AudioTokens)
+	require.Equal(t, 80, usage.PromptTokensDetails.TextTokens)
+	require.Equal(t, 25, usage.CompletionTokenDetails.AudioTokens)
+}
+
+func TestOpenaiSTTPreservesInputTokenDetails(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/audio/transcriptions", nil)
+	info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{}}
+	resp := &http.Response{
+		StatusCode: http.StatusOK,
+		Header:     make(http.Header),
+		Body: io.NopCloser(strings.NewReader(
+			`{"text":"hello","usage":{"input_tokens":100,"output_tokens":5,"total_tokens":105,"input_tokens_details":{"text_tokens":10,"audio_tokens":90}}}`,
+		)),
+	}
+
+	maxAPIError, usage := OpenaiSTTHandler(c, resp, info, "json")
+
+	require.Nil(t, maxAPIError)
+	require.NotNil(t, usage)
+	require.Equal(t, 100, usage.PromptTokens)
+	require.Equal(t, 5, usage.CompletionTokens)
+	require.Equal(t, dto.InputTokenDetails{TextTokens: 10, AudioTokens: 90}, usage.PromptTokensDetails)
+}
diff --git a/relay/channel/openai/relay_responses.go b/relay/channel/openai/relay_responses.go
index ab5ea4f..8ec2ffa 100644
--- a/relay/channel/openai/relay_responses.go
+++ b/relay/channel/openai/relay_responses.go
@@ -19,6 +19,43 @@ import (
 
 const maxPendingResponsesStreamEvents = 32
 
+func applyResponsesUsage(dst *dto.Usage, src *dto.Usage) {
+	if dst == nil || src == nil {
+		return
+	}
+
+	promptTokens := src.InputTokens
+	if promptTokens == 0 {
+		promptTokens = src.PromptTokens
+	}
+	completionTokens := src.OutputTokens
+	if completionTokens == 0 {
+		completionTokens = src.CompletionTokens
+	}
+
+	dst.PromptTokens = promptTokens
+	dst.CompletionTokens = completionTokens
+	dst.TotalTokens = src.TotalTokens
+	if dst.TotalTokens == 0 {
+		dst.TotalTokens = promptTokens + completionTokens
+	}
+	dst.InputTokens = src.InputTokens
+	dst.OutputTokens = src.OutputTokens
+	dst.PromptCacheHitTokens = src.PromptCacheHitTokens
+	dst.PromptTokensDetails = src.PromptTokensDetails
+	dst.CompletionTokenDetails = src.CompletionTokenDetails
+	if src.OutputTokensDetails != nil {
+		outputDetails := *src.OutputTokensDetails
+		dst.OutputTokensDetails = &outputDetails
+		dto.CopyOutputTokenDetails(&dst.CompletionTokenDetails, &outputDetails, false)
+	}
+	if src.InputTokensDetails != nil {
+		inputDetails := *src.InputTokensDetails
+		dst.InputTokensDetails = &inputDetails
+		dto.CopyInputTokenDetails(&dst.PromptTokensDetails, &inputDetails, true)
+	}
+}
+
 func OaiResponsesHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.MaxAPIError) {
 	defer service.CloseResponseBodyGracefully(resp)
 
@@ -47,15 +84,7 @@ func OaiResponsesHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 
 	// compute usage
 	usage := dto.Usage{}
-	if responsesResponse.Usage != nil {
-		usage.PromptTokens = responsesResponse.Usage.InputTokens
-		usage.CompletionTokens = responsesResponse.Usage.OutputTokens
-		usage.TotalTokens = responsesResponse.Usage.TotalTokens
-		if responsesResponse.Usage.InputTokensDetails != nil {
-			usage.PromptTokensDetails.CachedTokens = responsesResponse.Usage.InputTokensDetails.CachedTokens
-			usage.PromptTokensDetails.CacheWriteTokens = responsesResponse.Usage.InputTokensDetails.CacheWriteTokens
-		}
-	}
+	applyResponsesUsage(&usage, responsesResponse.Usage)
 	emptyCompletion := isEmptyResponsesCompletion(&responsesResponse)
 	if emptyCompletion {
 		willRetry := shouldRetryEmptyCompletion(c, info)
@@ -135,21 +164,7 @@ func OaiResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp
 		switch streamResponse.Type {
 		case "response.completed":
 			if streamResponse.Response != nil {
-				if streamResponse.Response.Usage != nil {
-					if streamResponse.Response.Usage.InputTokens != 0 {
-						usage.PromptTokens = streamResponse.Response.Usage.InputTokens
-					}
-					if streamResponse.Response.Usage.OutputTokens != 0 {
-						usage.CompletionTokens = streamResponse.Response.Usage.OutputTokens
-					}
-					if streamResponse.Response.Usage.TotalTokens != 0 {
-						usage.TotalTokens = streamResponse.Response.Usage.TotalTokens
-					}
-					if streamResponse.Response.Usage.InputTokensDetails != nil {
-						usage.PromptTokensDetails.CachedTokens = streamResponse.Response.Usage.InputTokensDetails.CachedTokens
-						usage.PromptTokensDetails.CacheWriteTokens = streamResponse.Response.Usage.InputTokensDetails.CacheWriteTokens
-					}
-				}
+				applyResponsesUsage(usage, streamResponse.Response.Usage)
 				if streamResponse.Response.HasImageGenerationCall() {
 					c.Set("image_generation_call", true)
 					c.Set("image_generation_call_quality", streamResponse.Response.GetQuality())
diff --git a/relay/channel/openai/relay_responses_compact.go b/relay/channel/openai/relay_responses_compact.go
index b24a19c..1439a73 100644
--- a/relay/channel/openai/relay_responses_compact.go
+++ b/relay/channel/openai/relay_responses_compact.go
@@ -35,15 +35,7 @@ func OaiResponsesCompactionHandler(c *gin.Context, info *relaycommon.RelayInfo,
 	service.IOCopyBytesGracefully(c, resp, responseBody)
 
 	usage := dto.Usage{}
-	if compactResp.Usage != nil {
-		usage.PromptTokens = compactResp.Usage.InputTokens
-		usage.CompletionTokens = compactResp.Usage.OutputTokens
-		usage.TotalTokens = compactResp.Usage.TotalTokens
-		if compactResp.Usage.InputTokensDetails != nil {
-			usage.PromptTokensDetails.CachedTokens = compactResp.Usage.InputTokensDetails.CachedTokens
-			usage.PromptTokensDetails.CacheWriteTokens = compactResp.Usage.InputTokensDetails.CacheWriteTokens
-		}
-	}
+	applyResponsesUsage(&usage, compactResp.Usage)
 
 	return &usage, nil
 }
diff --git a/relay/channel/openai/responses_usage_test.go b/relay/channel/openai/responses_usage_test.go
new file mode 100644
index 0000000..3fe5fd1
--- /dev/null
+++ b/relay/channel/openai/responses_usage_test.go
@@ -0,0 +1,147 @@
+package openai
+
+import (
+	"bytes"
+	"io"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+
+	"github.com/MAX-API-Next/MAX-API/common"
+	"github.com/MAX-API-Next/MAX-API/dto"
+	relaycommon "github.com/MAX-API-Next/MAX-API/relay/common"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/require"
+)
+
+func detailedResponsesUsage() *dto.Usage {
+	return &dto.Usage{
+		InputTokens:  100,
+		OutputTokens: 50,
+		TotalTokens:  150,
+		InputTokensDetails: &dto.InputTokenDetails{
+			CachedTokens:         1,
+			CachedCreationTokens: 2,
+			CacheWriteTokens:     3,
+			TextTokens:           4,
+			ImageTokens:          5,
+			AudioTokens:          6,
+		},
+		OutputTokensDetails: &dto.OutputTokenDetails{
+			ReasoningTokens: 7,
+			TextTokens:      8,
+			ImageTokens:     9,
+			AudioTokens:     10,
+		},
+	}
+}
+
+func assertDetailedResponsesUsage(t *testing.T, usage *dto.Usage) {
+	t.Helper()
+	require.NotNil(t, usage)
+	require.Equal(t, 100, usage.PromptTokens)
+	require.Equal(t, 50, usage.CompletionTokens)
+	require.Equal(t, 150, usage.TotalTokens)
+	require.Equal(t, dto.InputTokenDetails{
+		CachedTokens:         1,
+		CachedCreationTokens: 2,
+		CacheWriteTokens:     3,
+		TextTokens:           4,
+		ImageTokens:          5,
+		AudioTokens:          6,
+	}, usage.PromptTokensDetails)
+	require.NotNil(t, usage.InputTokensDetails)
+	require.Equal(t, usage.PromptTokensDetails, *usage.InputTokensDetails)
+	require.Equal(t, dto.OutputTokenDetails{
+		ReasoningTokens: 7,
+		TextTokens:      8,
+		ImageTokens:     9,
+		AudioTokens:     10,
+	}, usage.CompletionTokenDetails)
+}
+
+func newResponsesUsageTestContext() (*gin.Context, *relaycommon.RelayInfo) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/responses", nil)
+	info := &relaycommon.RelayInfo{
+		DisablePing: true,
+		ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "gpt-test"},
+	}
+	return c, info
+}
+
+func TestOaiResponsesHandlerPreservesDetailedUsage(t *testing.T) {
+	c, info := newResponsesUsageTestContext()
+	payload := dto.OpenAIResponsesResponse{
+		Output: []dto.ResponsesOutput{{
+			Type: "message",
+			Role: "assistant",
+			Content: []dto.ResponsesOutputContent{{
+				Type: "output_text",
+				Text: "ok",
+			}},
+		}},
+		Usage: detailedResponsesUsage(),
+	}
+	body, err := common.Marshal(payload)
+	require.NoError(t, err)
+
+	usage, maxAPIError := OaiResponsesHandler(c, info, &http.Response{
+		StatusCode: http.StatusOK,
+		Header:     make(http.Header),
+		Body:       io.NopCloser(bytes.NewReader(body)),
+	})
+
+	require.Nil(t, maxAPIError)
+	assertDetailedResponsesUsage(t, usage)
+}
+
+func TestOaiResponsesStreamHandlerPreservesDetailedUsage(t *testing.T) {
+	c, info := newResponsesUsageTestContext()
+	completed := dto.ResponsesStreamResponse{
+		Type: "response.completed",
+		Response: &dto.OpenAIResponsesResponse{
+			Output: []dto.ResponsesOutput{{
+				Type: "message",
+				Role: "assistant",
+				Content: []dto.ResponsesOutputContent{{
+					Type: "output_text",
+					Text: "ok",
+				}},
+			}},
+			Usage: detailedResponsesUsage(),
+		},
+	}
+	completedData, err := common.Marshal(completed)
+	require.NoError(t, err)
+	body := append([]byte("data: "), completedData...)
+	body = append(body, []byte("\ndata: [DONE]\n")...)
+
+	usage, maxAPIError := OaiResponsesStreamHandler(c, info, &http.Response{
+		StatusCode: http.StatusOK,
+		Header:     make(http.Header),
+		Body:       io.NopCloser(bytes.NewReader(body)),
+	})
+
+	require.Nil(t, maxAPIError)
+	assertDetailedResponsesUsage(t, usage)
+}
+
+func TestOaiResponsesCompactionHandlerPreservesDetailedUsage(t *testing.T) {
+	c, info := newResponsesUsageTestContext()
+	payload := dto.OpenAIResponsesCompactionResponse{
+		Usage: detailedResponsesUsage(),
+	}
+	body, err := common.Marshal(payload)
+	require.NoError(t, err)
+
+	usage, maxAPIError := OaiResponsesCompactionHandler(c, info, &http.Response{
+		StatusCode: http.StatusOK,
+		Header:     make(http.Header),
+		Body:       io.NopCloser(bytes.NewReader(body)),
+	})
+
+	require.Nil(t, maxAPIError)
+	assertDetailedResponsesUsage(t, usage)
+}
diff --git a/relay/responses_handler.go b/relay/responses_handler.go
index 1e48a9b..5ce1ee0 100644
--- a/relay/responses_handler.go
+++ b/relay/responses_handler.go
@@ -157,10 +157,19 @@ func ResponsesHelper(c *gin.Context, info *relaycommon.RelayInfo) (maxAPIError *
 		return nil
 	}
 
-	if strings.HasPrefix(info.OriginModelName, "gpt-4o-audio") {
+	if shouldUseResponsesAudioBilling(info.OriginModelName, usageDto) {
 		service.PostAudioConsumeQuota(c, info, usageDto, "")
 	} else {
 		service.PostTextConsumeQuota(c, info, usageDto, nil)
 	}
 	return nil
 }
+
+func shouldUseResponsesAudioBilling(modelName string, usage *dto.Usage) bool {
+	if usage != nil && (usage.PromptTokensDetails.AudioTokens > 0 || usage.CompletionTokenDetails.AudioTokens > 0) {
+		return true
+	}
+	return strings.HasPrefix(modelName, "gpt-4o-audio") ||
+		strings.HasPrefix(modelName, "gpt-4o-mini-audio") ||
+		strings.HasPrefix(modelName, "gpt-audio")
+}
diff --git a/relay/responses_handler_test.go b/relay/responses_handler_test.go
new file mode 100644
index 0000000..4640aa8
--- /dev/null
+++ b/relay/responses_handler_test.go
@@ -0,0 +1,36 @@
+package relay
+
+import (
+	"testing"
+
+	"github.com/MAX-API-Next/MAX-API/dto"
+	"github.com/stretchr/testify/require"
+)
+
+func TestShouldUseResponsesAudioBilling(t *testing.T) {
+	tests := []struct {
+		name      string
+		modelName string
+		usage     *dto.Usage
+		want      bool
+	}{
+		{name: "legacy audio model", modelName: "gpt-4o-audio-preview", usage: &dto.Usage{}, want: true},
+		{name: "current audio model", modelName: "gpt-audio-1.5", usage: &dto.Usage{}, want: true},
+		{name: "mini audio model", modelName: "gpt-4o-mini-audio-preview", usage: &dto.Usage{}, want: true},
+		{
+			name:      "usage details identify mapped audio model",
+			modelName: "custom-model-alias",
+			usage: &dto.Usage{PromptTokensDetails: dto.InputTokenDetails{
+				AudioTokens: 10,
+			}},
+			want: true,
+		},
+		{name: "text model", modelName: "gpt-5.4", usage: &dto.Usage{}, want: false},
+	}
+
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			require.Equal(t, test.want, shouldUseResponsesAudioBilling(test.modelName, test.usage))
+		})
+	}
+}
diff --git a/service/billing_usage.go b/service/billing_usage.go
index f236120..0baf143 100644
--- a/service/billing_usage.go
+++ b/service/billing_usage.go
@@ -118,6 +118,7 @@ func usageFromOpenAIBillingUsage(billingUsage *dto.BillingUsage) *dto.Usage {
 		usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
 	}
 	fillPromptTokenDetailsFromInputDetails(&usage.PromptTokensDetails, usage.InputTokensDetails)
+	dto.CopyOutputTokenDetails(&usage.CompletionTokenDetails, usage.OutputTokensDetails, false)
 	usage.UsageSemantic = dto.BillingUsageSemanticOpenAI
 	usage.UsageSource = billingUsage.Source
 	usage.BillingUsage = dto.CloneBillingUsage(billingUsage)
diff --git a/service/openaicompat/responses_compat_test.go b/service/openaicompat/responses_compat_test.go
index b14a44c..c959793 100644
--- a/service/openaicompat/responses_compat_test.go
+++ b/service/openaicompat/responses_compat_test.go
@@ -294,7 +294,7 @@ func TestResponsesResponseToChatCompletionsResponsePreservesUsageDetails(t *test
 				AudioTokens:          4,
 				ImageTokens:          5,
 			},
-			CompletionTokenDetails: dto.OutputTokenDetails{
+			OutputTokensDetails: &dto.OutputTokenDetails{
 				ReasoningTokens: 6,
 				TextTokens:      7,
 				AudioTokens:     8,
diff --git a/service/openaicompat/responses_to_chat.go b/service/openaicompat/responses_to_chat.go
index 9f2986c..dd9d65d 100644
--- a/service/openaicompat/responses_to_chat.go
+++ b/service/openaicompat/responses_to_chat.go
@@ -137,6 +137,7 @@ func UsageFromResponsesUsage(src *dto.Usage) *dto.Usage {
 	}
 	dto.CopyInputTokenDetails(&usage.PromptTokensDetails, src.InputTokensDetails, true)
 	usage.CompletionTokenDetails = src.CompletionTokenDetails
+	dto.CopyOutputTokenDetails(&usage.CompletionTokenDetails, src.OutputTokensDetails, false)
 	usage.BillingUsage = dto.CloneBillingUsage(src.BillingUsage)
 	if usage.BillingUsage == nil {
 		usage.BillingUsage = dto.NewOpenAIResponsesBillingUsage(src)
diff --git a/service/quota.go b/service/quota.go
index bfc89c2..c32d330 100644
--- a/service/quota.go
+++ b/service/quota.go
@@ -158,12 +158,12 @@ func PreWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usag
 func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, modelName string,
 	usage *dto.RealtimeUsage, extraContent string) {
 
+	var tieredUsedVars map[string]bool
+	if snap := relayInfo.TieredBillingSnapshot; snap != nil {
+		tieredUsedVars = billingexpr.UsedVars(snap.ExprString)
+	}
 	var tieredResult *billingexpr.TieredResult
-	tieredOk, tieredQuota, tieredRes := TryTieredSettle(relayInfo, billingexpr.TokenParams{
-		P:   float64(usage.InputTokens),
-		C:   float64(usage.OutputTokens),
-		Len: float64(usage.InputTokens),
-	})
+	tieredOk, tieredQuota, tieredRes := TryTieredSettle(relayInfo, BuildRealtimeTieredTokenParams(usage, tieredUsedVars))
 	if tieredOk {
 		tieredResult = tieredRes
 	}
diff --git a/service/tiered_settle.go b/service/tiered_settle.go
index 6077952..e914dad 100644
--- a/service/tiered_settle.go
+++ b/service/tiered_settle.go
@@ -88,6 +88,20 @@ func BuildTieredTokenParams(usage *dto.Usage, isClaudeUsageSemantic bool, usedVa
 	}
 }
 
+func BuildRealtimeTieredTokenParams(usage *dto.RealtimeUsage, usedVars map[string]bool) billingexpr.TokenParams {
+	if usage == nil {
+		return billingexpr.TokenParams{}
+	}
+	normalized := &dto.Usage{
+		PromptTokens:           usage.InputTokens,
+		CompletionTokens:       usage.OutputTokens,
+		TotalTokens:            usage.TotalTokens,
+		PromptTokensDetails:    usage.InputTokenDetails,
+		CompletionTokenDetails: usage.OutputTokenDetails,
+	}
+	return BuildTieredTokenParams(normalized, false, usedVars)
+}
+
 // TryTieredSettle checks if the request uses tiered_expr billing and, if so,
 // computes the actual quota using the frozen BillingSnapshot. Returns:
 //   - ok=true, quota, result  when tiered billing applies
diff --git a/service/tiered_settle_test.go b/service/tiered_settle_test.go
index 7d47f62..83c4ba4 100644
--- a/service/tiered_settle_test.go
+++ b/service/tiered_settle_test.go
@@ -10,6 +10,7 @@ import (
 	"github.com/MAX-API-Next/MAX-API/pkg/billingexpr"
 	relaycommon "github.com/MAX-API-Next/MAX-API/relay/common"
 	"github.com/shopspring/decimal"
+	"github.com/stretchr/testify/require"
 )
 
 // Claude Sonnet-style tiered expression: standard vs long-context
@@ -560,6 +561,35 @@ func TestBuildTieredTokenParams_GPT_AudioOutputNoVar(t *testing.T) {
 	}
 }
 
+func TestBuildRealtimeTieredTokenParamsIncludesAudioAndCache(t *testing.T) {
+	usage := &dto.RealtimeUsage{
+		InputTokens:  100,
+		OutputTokens: 40,
+		InputTokenDetails: dto.InputTokenDetails{
+			CachedTokens: 20,
+			TextTokens:   50,
+			AudioTokens:  30,
+		},
+		OutputTokenDetails: dto.OutputTokenDetails{
+			TextTokens:  30,
+			AudioTokens: 10,
+		},
+	}
+	expr := `tier("base", p + c + cr + ai + ao)`
+	params := BuildRealtimeTieredTokenParams(usage, billingexpr.UsedVars(expr))
+
+	require.Equal(t, float64(50), params.P)
+	require.Equal(t, float64(30), params.C)
+	require.Equal(t, float64(100), params.Len)
+	require.Equal(t, float64(20), params.CR)
+	require.Equal(t, float64(30), params.AI)
+	require.Equal(t, float64(10), params.AO)
+
+	params = BuildRealtimeTieredTokenParams(usage, billingexpr.UsedVars(`tier("base", p + c)`))
+	require.Equal(t, float64(100), params.P)
+	require.Equal(t, float64(40), params.C)
+}
+
 func TestBuildTieredTokenParams_ParityWithRatio(t *testing.T) {
 	// GPT-5.4 prices: input=$2.5, output=$15, cacheRead=$0.25
 	// Ratio equivalents: modelRatio=1.25, completionRatio=6, cacheRatio=0.1
diff --git a/tools/jsonwrapcheck/allowlist.txt b/tools/jsonwrapcheck/allowlist.txt
index db17322..8dcbd1c 100644
--- a/tools/jsonwrapcheck/allowlist.txt
+++ b/tools/jsonwrapcheck/allowlist.txt
@@ -130,7 +130,6 @@ relay/channel/minimax/adaptor.go|*Adaptor.ConvertAudioRequest|Unmarshal|8b12a952
 relay/channel/minimax/adaptor.go|*Adaptor.ConvertAudioRequest|Marshal|72d25474abe9f1d6088ac2f4b0c0d941244b899f1e21acdbe100a5287861e319
 relay/channel/minimax/adaptor_test.go|TestConvertImageRequest|Marshal|f9f22be55e3cc256321948a6831e6d8f59f28dca147ab5d96d122bb05bb77b67
 relay/channel/minimax/adaptor_test.go|TestConvertImageRequest|Unmarshal|fbd89e33afec938e40c3b365fc286bb279c1440145c68098c54ab715bd85b119
-relay/channel/minimax/tts.go|handleTTSResponse|Unmarshal|a21e188e4e9abf7a1f053fc091b08e965a26ee545d76cb79622dcfc91d23a9eb
 relay/channel/mokaai/relay-mokaai.go|mokaEmbeddingHandler|Unmarshal|6c88b37cda6b69cb880852f57074d792626b82bd771acbab3a46754f80631684
 relay/channel/ollama/relay-ollama.go|openAIChatToOllamaChat|Unmarshal|cdc0ef0788af1c25be7a997463473148c1a5660910f5d793f0405b3ce78d3343
 relay/channel/ollama/relay-ollama.go|openAIChatToOllamaChat|Unmarshal|07a078b20e64cb7aab1e475cef9ea2651d4a2c279ae38cdec64dd0bf01ea3083

From bcf973f0914821812f42f6c3a1d331dd264a9d42 Mon Sep 17 00:00:00 2001
From: CSCITech <cscitech@cscitech.top>
Date: Thu, 16 Jul 2026 02:30:50 +0800
Subject: [PATCH 8/8] =?UTF-8?q?preview.4=E7=89=88=E6=9C=ACP0=E7=BA=A7?=
 =?UTF-8?q?=E9=94=99=E8=AF=AF=E4=BF=AE=E5=A4=8D?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 relay/channel/gemini/relay-gemini.go          |  52 +++++---
 .../channel/gemini/relay_gemini_usage_test.go | 124 ++++++++++++++++--
 2 files changed, 151 insertions(+), 25 deletions(-)

diff --git a/relay/channel/gemini/relay-gemini.go b/relay/channel/gemini/relay-gemini.go
index 5eddad7..0bde747 100644
--- a/relay/channel/gemini/relay-gemini.go
+++ b/relay/channel/gemini/relay-gemini.go
@@ -1069,14 +1069,28 @@ func attachEstimatedGeminiBillingUsage(usage *dto.Usage) *dto.Usage {
 	return usage
 }
 
-// patchGeminiZeroCompletionUsage estimates candidate tokens locally when
-// upstream usageMetadata reported no candidate usage even though visible output
-// was received. Reasoning tokens and the original detailed metadata are retained.
+func geminiCandidateDetailTokens(details dto.OutputTokenDetails) int {
+	total := 0
+	if details.TextTokens > 0 {
+		total += details.TextTokens
+	}
+	if details.ImageTokens > 0 {
+		total += details.ImageTokens
+	}
+	if details.AudioTokens > 0 {
+		total += details.AudioTokens
+	}
+	return total
+}
+
+// patchGeminiZeroCompletionUsage repairs a missing candidate count from visible
+// output and any modality details already reported by upstream. Reasoning tokens
+// and the original detailed metadata are retained.
 func patchGeminiZeroCompletionUsage(c *gin.Context, info *relaycommon.RelayInfo, usage *dto.Usage, responseText string, imageCount int) {
 	if usage == nil || geminiCandidateTokenCount(usage) > 0 {
 		return
 	}
-	if responseText == "" && imageCount == 0 {
+	if responseText == "" && imageCount == 0 && geminiCandidateDetailTokens(usage.CompletionTokenDetails) == 0 {
 		return
 	}
 	promptTokens := usage.PromptTokens
@@ -1087,17 +1101,17 @@ func patchGeminiZeroCompletionUsage(c *gin.Context, info *relaycommon.RelayInfo,
 	if usage.PromptTokens == 0 {
 		usage.PromptTokens = estimated.PromptTokens
 	}
-	estimatedCandidateTokens := estimated.CompletionTokens
-	if imageCount != 0 && estimatedCandidateTokens == 0 {
-		estimatedCandidateTokens = imageCount * 1400
-		usage.CompletionTokenDetails.ImageTokens = estimatedCandidateTokens
-	} else if responseText != "" && estimatedCandidateTokens > 0 &&
-		usage.CompletionTokenDetails.TextTokens == 0 &&
-		usage.CompletionTokenDetails.ImageTokens == 0 &&
-		usage.CompletionTokenDetails.AudioTokens == 0 {
-		usage.CompletionTokenDetails.TextTokens = estimatedCandidateTokens
-	}
-	usage.CompletionTokens = usage.CompletionTokenDetails.ReasoningTokens + estimatedCandidateTokens
+	if responseText != "" && estimated.CompletionTokens > 0 && usage.CompletionTokenDetails.TextTokens == 0 {
+		usage.CompletionTokenDetails.TextTokens = estimated.CompletionTokens
+	}
+	if imageCount > 0 && usage.CompletionTokenDetails.ImageTokens == 0 {
+		usage.CompletionTokenDetails.ImageTokens = imageCount * 1400
+	}
+	candidateTokens := geminiCandidateDetailTokens(usage.CompletionTokenDetails)
+	if candidateTokens == 0 {
+		candidateTokens = estimated.CompletionTokens
+	}
+	usage.CompletionTokens = usage.CompletionTokenDetails.ReasoningTokens + candidateTokens
 	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
 	usage.BillingUsage = dto.NewEstimatedGeminiChatBillingUsage(usage)
 }
@@ -1141,7 +1155,7 @@ func geminiResponseInlineImageCount(response *dto.GeminiChatResponse) int {
 	count := 0
 	for _, candidate := range response.Candidates {
 		for _, part := range candidate.Content.Parts {
-			if part.InlineData != nil && strings.HasPrefix(part.InlineData.MimeType, "image") {
+			if isGeminiInlineImage(part.InlineData) {
 				count++
 			}
 		}
@@ -1149,6 +1163,10 @@ func geminiResponseInlineImageCount(response *dto.GeminiChatResponse) int {
 	return count
 }
 
+func isGeminiInlineImage(data *dto.GeminiInlineData) bool {
+	return data != nil && strings.HasPrefix(data.MimeType, "image/")
+}
+
 func buildUsageFromGeminiResponse(c *gin.Context, info *relaycommon.RelayInfo, response *dto.GeminiChatResponse) dto.Usage {
 	if response == nil {
 		return dto.Usage{}
@@ -1475,7 +1493,7 @@ func geminiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 		// 统计图片数量
 		for _, candidate := range geminiResponse.Candidates {
 			for _, part := range candidate.Content.Parts {
-				if part.InlineData != nil && part.InlineData.MimeType != "" {
+				if isGeminiInlineImage(part.InlineData) {
 					imageCount++
 				}
 				if part.Text != "" {
diff --git a/relay/channel/gemini/relay_gemini_usage_test.go b/relay/channel/gemini/relay_gemini_usage_test.go
index 8134971..105f68e 100644
--- a/relay/channel/gemini/relay_gemini_usage_test.go
+++ b/relay/channel/gemini/relay_gemini_usage_test.go
@@ -377,7 +377,8 @@ func TestGeminiTextGenerationHandlerUsesEstimatedPromptTokensWhenUsagePromptMiss
 	require.Equal(t, 110, usage.TotalTokens)
 }
 
-func TestPatchGeminiZeroCompletionUsagePreservesBillingDetails(t *testing.T) {
+func newGeminiUsagePatchTestContext(t *testing.T) (*gin.Context, *relaycommon.RelayInfo) {
+	t.Helper()
 	gin.SetMode(gin.TestMode)
 	c, _ := gin.CreateTestContext(httptest.NewRecorder())
 	c.Request = httptest.NewRequest(http.MethodPost, "/v1beta/models/gemini-test:generateContent", nil)
@@ -385,6 +386,11 @@ func TestPatchGeminiZeroCompletionUsagePreservesBillingDetails(t *testing.T) {
 		OriginModelName: "gemini-test",
 		ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: "gemini-test"},
 	}
+	return c, info
+}
+
+func TestPatchGeminiZeroCompletionUsagePreservesBillingDetails(t *testing.T) {
+	c, info := newGeminiUsagePatchTestContext(t)
 	metadata := dto.GeminiUsageMetadata{
 		PromptTokenCount:        100,
 		ToolUsePromptTokenCount: 5,
@@ -421,13 +427,7 @@ func TestPatchGeminiZeroCompletionUsagePreservesBillingDetails(t *testing.T) {
 }
 
 func TestPatchGeminiZeroCompletionUsageEstimatesTextAlongsideReasoning(t *testing.T) {
-	gin.SetMode(gin.TestMode)
-	c, _ := gin.CreateTestContext(httptest.NewRecorder())
-	c.Request = httptest.NewRequest(http.MethodPost, "/v1beta/models/gemini-test:generateContent", nil)
-	info := &relaycommon.RelayInfo{
-		OriginModelName: "gemini-test",
-		ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: "gemini-test"},
-	}
+	c, info := newGeminiUsagePatchTestContext(t)
 	metadata := dto.GeminiUsageMetadata{
 		PromptTokenCount:        100,
 		ThoughtsTokenCount:      10,
@@ -455,6 +455,114 @@ func TestPatchGeminiZeroCompletionUsageEstimatesTextAlongsideReasoning(t *testin
 	})
 }
 
+func TestPatchGeminiZeroCompletionUsageCombinesTextAndImageEstimates(t *testing.T) {
+	c, info := newGeminiUsagePatchTestContext(t)
+	metadata := dto.GeminiUsageMetadata{
+		PromptTokenCount:        100,
+		ThoughtsTokenCount:      10,
+		TotalTokenCount:         110,
+		CachedContentTokenCount: 20,
+	}
+	usage := buildUsageFromGeminiMetadata(metadata, 0)
+
+	patchGeminiZeroCompletionUsage(c, info, &usage, "visible response text", 2)
+
+	textTokens := usage.CompletionTokenDetails.TextTokens
+	require.Positive(t, textTokens)
+	require.Equal(t, 2800, usage.CompletionTokenDetails.ImageTokens)
+	require.Equal(t, 10+textTokens+2800, usage.CompletionTokens)
+	require.NotNil(t, usage.BillingUsage)
+	require.Equal(t, textTokens+2800, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
+	require.Contains(t, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokensDetails, dto.GeminiPromptTokensDetails{
+		Modality:   "TEXT",
+		TokenCount: textTokens,
+	})
+	require.Contains(t, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokensDetails, dto.GeminiPromptTokensDetails{
+		Modality:   "IMAGE",
+		TokenCount: 2800,
+	})
+}
+
+func TestPatchGeminiZeroCompletionUsagePreservesExistingImageDetails(t *testing.T) {
+	c, info := newGeminiUsagePatchTestContext(t)
+	metadata := dto.GeminiUsageMetadata{
+		PromptTokenCount:   100,
+		ThoughtsTokenCount: 10,
+		TotalTokenCount:    110,
+		CandidatesTokensDetails: []dto.GeminiPromptTokensDetails{
+			{Modality: "IMAGE", TokenCount: 321},
+		},
+	}
+	usage := buildUsageFromGeminiMetadata(metadata, 0)
+
+	patchGeminiZeroCompletionUsage(c, info, &usage, "", 2)
+
+	require.Equal(t, 321, usage.CompletionTokenDetails.ImageTokens)
+	require.Equal(t, 331, usage.CompletionTokens)
+	require.NotNil(t, usage.BillingUsage)
+	require.True(t, usage.BillingUsage.Estimated)
+	require.Equal(t, 321, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
+}
+
+func TestPatchGeminiZeroCompletionUsageUsesExistingAudioDetails(t *testing.T) {
+	c, info := newGeminiUsagePatchTestContext(t)
+	metadata := dto.GeminiUsageMetadata{
+		PromptTokenCount:   100,
+		ThoughtsTokenCount: 10,
+		TotalTokenCount:    110,
+		CandidatesTokensDetails: []dto.GeminiPromptTokensDetails{
+			{Modality: "AUDIO", TokenCount: 55},
+		},
+	}
+	usage := buildUsageFromGeminiMetadata(metadata, 0)
+
+	patchGeminiZeroCompletionUsage(c, info, &usage, "", 0)
+
+	require.Equal(t, 55, usage.CompletionTokenDetails.AudioTokens)
+	require.Equal(t, 65, usage.CompletionTokens)
+	require.NotNil(t, usage.BillingUsage)
+	require.True(t, usage.BillingUsage.Estimated)
+	require.Equal(t, 55, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
+}
+
+func TestGeminiStreamHandlerDoesNotCountAudioInlineDataAsImage(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
+	info := &relaycommon.RelayInfo{
+		OriginModelName: "gemini-test",
+		ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: "gemini-test"},
+	}
+	chunk := dto.GeminiChatResponse{
+		Candidates: []dto.GeminiChatCandidate{{
+			Content: dto.GeminiChatContent{
+				Role: "model",
+				Parts: []dto.GeminiPart{{
+					InlineData: &dto.GeminiInlineData{MimeType: "audio/wav", Data: "AA=="},
+				}},
+			},
+		}},
+		UsageMetadata: dto.GeminiUsageMetadata{
+			PromptTokenCount: 100,
+			TotalTokenCount:  100,
+		},
+	}
+	chunkData, err := common.Marshal(chunk)
+	require.NoError(t, err)
+	resp := &http.Response{
+		Body: io.NopCloser(bytes.NewReader([]byte("data: " + string(chunkData) + "\n" + "data: [DONE]\n"))),
+	}
+
+	usage, maxAPIError := geminiStreamHandler(c, info, resp, func(_ string, _ *dto.GeminiChatResponse) bool {
+		return true
+	})
+
+	require.Nil(t, maxAPIError)
+	require.NotNil(t, usage)
+	require.Zero(t, usage.CompletionTokenDetails.ImageTokens)
+	require.NotEqual(t, 1400, usage.CompletionTokens)
+}
+
 func sseDataForEvent(t *testing.T, body string, eventType string) string {
 	t.Helper()
 	for _, event := range strings.Split(body, "\n\n") {