Improve limit pushdown with filter

[AdamGS]

trying to improve limit

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	13ccccf		3	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	13ccccf		2	Explore Profiling Data
🟢 Done	13ccccf		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟡 In Progress	13ccccf		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.037x ➖

---

datafusion / vortex-file-compressed (1.037x ➖, 0↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	116829016	115747042	1.01
polarsignals_q01/datafusion:vortex-file-compressed	364411159	354042299	1.03
polarsignals_q02/datafusion:vortex-file-compressed	22604159	22519108	1.00
polarsignals_q03/datafusion:vortex-file-compressed	371713366	357593001	1.04
polarsignals_q04/datafusion:vortex-file-compressed	13021474	11849891	1.10
polarsignals_q05/datafusion:vortex-file-compressed 🚨	18146737	16190058	1.12
polarsignals_q06/datafusion:vortex-file-compressed	20570188	20625334	1.00
polarsignals_q07/datafusion:vortex-file-compressed	13503184	13094842	1.03
polarsignals_q08/datafusion:vortex-file-compressed 🚨	479957663	431111069	1.11
polarsignals_q09/datafusion:vortex-file-compressed	11300422	11989524	0.94

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +4.4%
Vortex (geomean): 1.056x ➖
Parquet (geomean): 1.012x ➖
Shifts: Parquet (control) +1.2% · Median polish +5.4%

---

datafusion / vortex-file-compressed (1.049x ➖, 0↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	54720960	51785952	1.06
tpch_q02/datafusion:vortex-file-compressed	52580150	52580956	1.00
tpch_q03/datafusion:vortex-file-compressed	28636718	27375854	1.05
tpch_q04/datafusion:vortex-file-compressed	19591894	18784012	1.04
tpch_q05/datafusion:vortex-file-compressed	78882507	74764466	1.06
tpch_q06/datafusion:vortex-file-compressed	10937866	10078616	1.09
tpch_q07/datafusion:vortex-file-compressed	96164297	89189817	1.08
tpch_q08/datafusion:vortex-file-compressed	68064517	63831258	1.07
tpch_q09/datafusion:vortex-file-compressed	88472687	86438540	1.02
tpch_q10/datafusion:vortex-file-compressed	77781229	75057769	1.04
tpch_q11/datafusion:vortex-file-compressed	20028419	20031931	1.00
tpch_q12/datafusion:vortex-file-compressed	34811409	34318980	1.01
tpch_q13/datafusion:vortex-file-compressed	28053844	26899781	1.04
tpch_q14/datafusion:vortex-file-compressed	29641733	27444271	1.08
tpch_q15/datafusion:vortex-file-compressed	27364171	25650970	1.07
tpch_q16/datafusion:vortex-file-compressed	35004365	35129996	1.00
tpch_q17/datafusion:vortex-file-compressed	75492406	78130480	0.97
tpch_q18/datafusion:vortex-file-compressed	104988195	98697225	1.06
tpch_q19/datafusion:vortex-file-compressed 🚨	39380372	34391574	1.15
tpch_q20/datafusion:vortex-file-compressed	53190051	50809234	1.05
tpch_q21/datafusion:vortex-file-compressed	97332000	91645665	1.06
tpch_q22/datafusion:vortex-file-compressed 🚨	16177681	14470014	1.12

datafusion / vortex-compact (1.065x ➖, 0↑ 3↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	63967608	61153769	1.05
tpch_q02/datafusion:vortex-compact	57294713	54220744	1.06
tpch_q03/datafusion:vortex-compact	33655040	32881016	1.02
tpch_q04/datafusion:vortex-compact 🚨	25673710	23175733	1.11
tpch_q05/datafusion:vortex-compact	84936857	81475382	1.04
tpch_q06/datafusion:vortex-compact	14566627	13636207	1.07
tpch_q07/datafusion:vortex-compact	101253802	96693935	1.05
tpch_q08/datafusion:vortex-compact	74879363	73254485	1.02
tpch_q09/datafusion:vortex-compact	97795583	92396348	1.06
tpch_q10/datafusion:vortex-compact	82793081	77767022	1.06
tpch_q11/datafusion:vortex-compact	21543937	20097900	1.07
tpch_q12/datafusion:vortex-compact	45916882	42414015	1.08
tpch_q13/datafusion:vortex-compact 🚨	39931795	36223404	1.10
tpch_q14/datafusion:vortex-compact	35084586	32581204	1.08
tpch_q15/datafusion:vortex-compact	34665842	33850207	1.02
tpch_q16/datafusion:vortex-compact	42129743	38422420	1.10
tpch_q17/datafusion:vortex-compact	85516774	77782458	1.10
tpch_q18/datafusion:vortex-compact	113565275	107831468	1.05
tpch_q19/datafusion:vortex-compact 🚨	50771972	43969192	1.15
tpch_q20/datafusion:vortex-compact	56269289	56092303	1.00
tpch_q21/datafusion:vortex-compact	110836313	104049964	1.07
tpch_q22/datafusion:vortex-compact	16642251	15529307	1.07

datafusion / parquet (1.020x ➖, 3↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	111766032	146174312	0.76
tpch_q02/datafusion:parquet	86386547	81633154	1.06
tpch_q03/datafusion:parquet	91324231	84418306	1.08
tpch_q04/datafusion:parquet	56571097	53996836	1.05
tpch_q05/datafusion:parquet	168032311	165062008	1.02
tpch_q06/datafusion:parquet 🚨	43446622	35830531	1.21
tpch_q07/datafusion:parquet	182051283	176470236	1.03
tpch_q08/datafusion:parquet	169699634	163367286	1.04
tpch_q09/datafusion:parquet	208888521	208734706	1.00
tpch_q10/datafusion:parquet	196513100	187200531	1.05
tpch_q11/datafusion:parquet	63205754	59750941	1.06
tpch_q12/datafusion:parquet 🚀	109383593	125383984	0.87
tpch_q13/datafusion:parquet	216997521	198184277	1.09
tpch_q14/datafusion:parquet	80576039	82581958	0.98
tpch_q15/datafusion:parquet 🚨	78445532	69741699	1.12
tpch_q16/datafusion:parquet	57741473	54965588	1.05
tpch_q17/datafusion:parquet	190804495	177389303	1.08
tpch_q18/datafusion:parquet	238540168	229214274	1.04
tpch_q19/datafusion:parquet 🚀	84198215	103216247	0.82
tpch_q20/datafusion:parquet	122591862	120839680	1.01
tpch_q21/datafusion:parquet	192710551	178965464	1.08
tpch_q22/datafusion:parquet	42225733	40275181	1.05

datafusion / arrow (1.079x ➖, 0↑ 5↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	67771087	64998313	1.04
tpch_q02/datafusion:arrow	23434391	22505855	1.04
tpch_q03/datafusion:arrow	39523489	36309786	1.09
tpch_q04/datafusion:arrow	32309259	30264999	1.07
tpch_q05/datafusion:arrow	98298079	92812934	1.06
tpch_q06/datafusion:arrow	23363874	21833309	1.07
tpch_q07/datafusion:arrow 🚨	197947532	171449417	1.15
tpch_q08/datafusion:arrow	52742632	49813941	1.06
tpch_q09/datafusion:arrow	84297092	78002073	1.08
tpch_q10/datafusion:arrow	63795382	59424407	1.07
tpch_q11/datafusion:arrow 🚨	13357235	12036058	1.11
tpch_q12/datafusion:arrow	62695744	60087672	1.04
tpch_q13/datafusion:arrow	53044779	50297836	1.05
tpch_q14/datafusion:arrow	28419619	26025161	1.09
tpch_q15/datafusion:arrow	54935852	50554483	1.09
tpch_q16/datafusion:arrow	25330129	23690581	1.07
tpch_q17/datafusion:arrow	86360676	81623241	1.06
tpch_q18/datafusion:arrow	176291575	169145190	1.04
tpch_q19/datafusion:arrow 🚨	47896919	41731076	1.15
tpch_q20/datafusion:arrow	43725085	41178095	1.06
tpch_q21/datafusion:arrow 🚨	273343458	240122942	1.14
tpch_q22/datafusion:arrow 🚨	23836718	21394286	1.11

duckdb / vortex-file-compressed (1.067x ➖, 0↑ 4↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	34027691	33014093	1.03
tpch_q02/duckdb:vortex-file-compressed	29160579	27587282	1.06
tpch_q03/duckdb:vortex-file-compressed	31021190	29151171	1.06
tpch_q04/duckdb:vortex-file-compressed 🚨	31572124	28037880	1.13
tpch_q05/duckdb:vortex-file-compressed	35565191	32503315	1.09
tpch_q06/duckdb:vortex-file-compressed	11193822	10749348	1.04
tpch_q07/duckdb:vortex-file-compressed	39508277	35946379	1.10
tpch_q08/duckdb:vortex-file-compressed	43087202	39559900	1.09
tpch_q09/duckdb:vortex-file-compressed	85587690	79166313	1.08
tpch_q10/duckdb:vortex-file-compressed	38806612	38850688	1.00
tpch_q11/duckdb:vortex-file-compressed	16559638	16953127	0.98
tpch_q12/duckdb:vortex-file-compressed	26684259	24850731	1.07
tpch_q13/duckdb:vortex-file-compressed	39354090	37608477	1.05
tpch_q14/duckdb:vortex-file-compressed 🚨	24685190	21474105	1.15
tpch_q15/duckdb:vortex-file-compressed	16636528	16112591	1.03
tpch_q16/duckdb:vortex-file-compressed	30980171	30178925	1.03
tpch_q17/duckdb:vortex-file-compressed	26281662	24225597	1.08
tpch_q18/duckdb:vortex-file-compressed 🚨	52620495	47231120	1.11
tpch_q19/duckdb:vortex-file-compressed	34269922	32059119	1.07
tpch_q20/duckdb:vortex-file-compressed	36597823	34061002	1.07
tpch_q21/duckdb:vortex-file-compressed 🚨	110684707	100406805	1.10
tpch_q22/duckdb:vortex-file-compressed	19183756	17999678	1.07

duckdb / vortex-compact (1.042x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	40612909	39413125	1.03
tpch_q02/duckdb:vortex-compact	38522687	37930363	1.02
tpch_q03/duckdb:vortex-compact	33757278	32022048	1.05
tpch_q04/duckdb:vortex-compact	36448406	34430856	1.06
tpch_q05/duckdb:vortex-compact	39971335	38896080	1.03
tpch_q06/duckdb:vortex-compact	14663560	14794065	0.99
tpch_q07/duckdb:vortex-compact	43920187	42203364	1.04
tpch_q08/duckdb:vortex-compact	47937149	45540181	1.05
tpch_q09/duckdb:vortex-compact	96719121	89390122	1.08
tpch_q10/duckdb:vortex-compact	43313802	41100015	1.05
tpch_q11/duckdb:vortex-compact	21022477	19818034	1.06
tpch_q12/duckdb:vortex-compact	37476983	38087770	0.98
tpch_q13/duckdb:vortex-compact	49584322	47944200	1.03
tpch_q14/duckdb:vortex-compact	31666406	29784376	1.06
tpch_q15/duckdb:vortex-compact	20086408	19817858	1.01
tpch_q16/duckdb:vortex-compact	39187016	35746849	1.10
tpch_q17/duckdb:vortex-compact	31923512	32273570	0.99
tpch_q18/duckdb:vortex-compact	53440496	50317643	1.06
tpch_q19/duckdb:vortex-compact	39460501	38459454	1.03
tpch_q20/duckdb:vortex-compact	47914576	45105497	1.06
tpch_q21/duckdb:vortex-compact	117588532	111643611	1.05
tpch_q22/duckdb:vortex-compact	22018568	20381047	1.08

duckdb / parquet (1.004x ➖, 3↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	76745732	107488074	0.71
tpch_q02/duckdb:parquet	40329337	38831943	1.04
tpch_q03/duckdb:parquet	71323300	69907513	1.02
tpch_q04/duckdb:parquet	57074809	55316903	1.03
tpch_q05/duckdb:parquet	68470935	66280705	1.03
tpch_q06/duckdb:parquet	20857424	21020412	0.99
tpch_q07/duckdb:parquet 🚀	69852623	81246770	0.86
tpch_q08/duckdb:parquet	82249898	81913521	1.00
tpch_q09/duckdb:parquet	161900213	156415657	1.04
tpch_q10/duckdb:parquet	129594658	126025188	1.03
tpch_q11/duckdb:parquet	23262583	21657177	1.07
tpch_q12/duckdb:parquet	46038529	47129077	0.98
tpch_q13/duckdb:parquet	280396117	260167912	1.08
tpch_q14/duckdb:parquet	50110919	49053497	1.02
tpch_q15/duckdb:parquet	24800180	24246139	1.02
tpch_q16/duckdb:parquet	57342411	55092180	1.04
tpch_q17/duckdb:parquet	56561840	60981670	0.93
tpch_q18/duckdb:parquet	122407041	119897989	1.02
tpch_q19/duckdb:parquet 🚨	89151137	69752039	1.28
tpch_q20/duckdb:parquet 🚀	64596327	74413073	0.87
tpch_q21/duckdb:parquet 🚨	178527294	157301853	1.13
tpch_q22/duckdb:parquet	52684019	51492186	1.02

duckdb / duckdb (1.040x ➖, 0↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16763977	15895204	1.05
tpch_q02/duckdb:duckdb	13127022	12132094	1.08
tpch_q03/duckdb:duckdb	19904991	19087428	1.04
tpch_q04/duckdb:duckdb	20911539	19865031	1.05
tpch_q05/duckdb:duckdb	19793531	19470842	1.02
tpch_q06/duckdb:duckdb	5545210	5502283	1.01
tpch_q07/duckdb:duckdb	22592115	22680559	1.00
tpch_q08/duckdb:duckdb 🚨	23057272	20951704	1.10
tpch_q09/duckdb:duckdb	54813994	55922396	0.98
tpch_q10/duckdb:duckdb	48258277	45874229	1.05
tpch_q11/duckdb:duckdb	6055903	5786655	1.05
tpch_q12/duckdb:duckdb	14531697	13664838	1.06
tpch_q13/duckdb:duckdb	39207988	37459697	1.05
tpch_q14/duckdb:duckdb	18697178	18088133	1.03
tpch_q15/duckdb:duckdb	12066256	11593993	1.04
tpch_q16/duckdb:duckdb	23536414	24350311	0.97
tpch_q17/duckdb:duckdb	14462607	13585446	1.06
tpch_q18/duckdb:duckdb	39297817	39326192	1.00
tpch_q19/duckdb:duckdb 🚨	30409968	26364553	1.15
tpch_q20/duckdb:duckdb	22731922	22947373	0.99
tpch_q21/duckdb:duckdb	60094399	55216959	1.09
tpch_q22/duckdb:duckdb	25009574	24342343	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+4.3%	-26.1%	+41.1%	+26.3%	🚨 regression
1	datafusion:vortex-compact	+4.6%	-26.1%	+41.6%	+28.0%	🚨 regression
1	datafusion:vortex-file-compressed	+5.7%	-26.1%	+43.0%	+26.6%	🚨 regression
1	duckdb:duckdb	+5.5%	-26.1%	+42.7%	+25.8%	🚨 regression
1	duckdb:vortex-compact	+3.0%	-26.1%	+39.5%	+25.2%	🚨 regression
1	duckdb:vortex-file-compressed	+3.1%	-26.1%	+39.5%	+26.3%	🚨 regression
2	datafusion:arrow	+4.1%	+4.8%	-0.7%	+24.4%	➖ noise
2	datafusion:vortex-compact	+5.7%	+4.8%	+0.8%	+24.4%	➖ noise
2	datafusion:vortex-file-compressed	-0.0%	+4.8%	-4.6%	+24.4%	➖ noise
2	duckdb:duckdb	+8.2%	+4.8%	+3.2%	+24.4%	➖ noise
2	duckdb:vortex-compact	+1.6%	+4.8%	-3.1%	+24.4%	➖ noise
2	duckdb:vortex-file-compressed	+5.7%	+4.8%	+0.8%	+24.4%	➖ noise
3	datafusion:arrow	+8.9%	+5.1%	+3.6%	+24.4%	➖ noise
3	datafusion:vortex-compact	+2.4%	+5.1%	-2.6%	+24.4%	➖ noise
3	datafusion:vortex-file-compressed	+4.6%	+5.1%	-0.4%	+24.4%	➖ noise
3	duckdb:duckdb	+4.3%	+5.1%	-0.7%	+24.4%	➖ noise
3	duckdb:vortex-compact	+5.4%	+5.1%	+0.3%	+24.4%	➖ noise
3	duckdb:vortex-file-compressed	+6.4%	+5.1%	+1.3%	+24.4%	➖ noise
4	datafusion:arrow	+6.8%	+4.0%	+2.7%	+24.4%	➖ noise
4	datafusion:vortex-compact	+10.8%	+4.0%	+6.5%	+24.4%	➖ noise
4	datafusion:vortex-file-compressed	+4.3%	+4.0%	+0.3%	+24.4%	➖ noise
4	duckdb:duckdb	+5.3%	+4.0%	+1.2%	+24.4%	➖ noise
4	duckdb:vortex-compact	+5.9%	+4.0%	+1.8%	+24.4%	➖ noise
4	duckdb:vortex-file-compressed	+12.6%	+4.0%	+8.3%	+24.4%	➖ noise
5	datafusion:arrow	+5.9%	+2.5%	+3.3%	+24.4%	➖ noise
5	datafusion:vortex-compact	+4.2%	+2.5%	+1.7%	+24.4%	➖ noise
5	datafusion:vortex-file-compressed	+5.5%	+2.5%	+2.9%	+24.4%	➖ noise
5	duckdb:duckdb	+1.7%	+2.5%	-0.9%	+24.4%	➖ noise
5	duckdb:vortex-compact	+2.8%	+2.5%	+0.2%	+24.4%	➖ noise
5	duckdb:vortex-file-compressed	+9.4%	+2.5%	+6.7%	+24.4%	➖ noise
6	datafusion:arrow	+7.0%	+9.7%	-2.4%	+24.4%	➖ noise
6	datafusion:vortex-compact	+6.8%	+9.7%	-2.6%	+24.4%	➖ noise
6	datafusion:vortex-file-compressed	+8.5%	+9.7%	-1.1%	+24.4%	➖ noise
6	duckdb:duckdb	+0.8%	+9.7%	-8.1%	+24.4%	➖ noise
6	duckdb:vortex-compact	-0.9%	+9.7%	-9.6%	+24.4%	➖ noise
6	duckdb:vortex-file-compressed	+4.1%	+9.7%	-5.1%	+24.4%	➖ noise
7	datafusion:arrow	+15.5%	-5.8%	+22.6%	+24.4%	➖ noise
7	datafusion:vortex-compact	+4.7%	-5.8%	+11.2%	+24.4%	➖ noise
7	datafusion:vortex-file-compressed	+7.8%	-5.8%	+14.5%	+24.4%	➖ noise
7	duckdb:duckdb	-0.4%	-5.8%	+5.8%	+24.4%	➖ noise
7	duckdb:vortex-compact	+4.1%	-5.8%	+10.5%	+24.4%	➖ noise
7	duckdb:vortex-file-compressed	+9.9%	-5.8%	+16.7%	+24.4%	➖ noise
8	datafusion:arrow	+5.9%	+2.1%	+3.7%	+24.4%	➖ noise
8	datafusion:vortex-compact	+2.2%	+2.1%	+0.1%	+24.4%	➖ noise
8	datafusion:vortex-file-compressed	+6.6%	+2.1%	+4.4%	+24.4%	➖ noise
8	duckdb:duckdb	+10.0%	+2.1%	+7.8%	+24.4%	➖ noise
8	duckdb:vortex-compact	+5.3%	+2.1%	+3.1%	+24.4%	➖ noise
8	duckdb:vortex-file-compressed	+8.9%	+2.1%	+6.6%	+24.4%	➖ noise
9	datafusion:arrow	+8.1%	+1.8%	+6.2%	+24.4%	➖ noise
9	datafusion:vortex-compact	+5.8%	+1.8%	+4.0%	+24.4%	➖ noise
9	datafusion:vortex-file-compressed	+2.4%	+1.8%	+0.6%	+24.4%	➖ noise
9	duckdb:duckdb	-2.0%	+1.8%	-3.7%	+24.4%	➖ noise
9	duckdb:vortex-compact	+8.2%	+1.8%	+6.3%	+24.4%	➖ noise
9	duckdb:vortex-file-compressed	+8.1%	+1.8%	+6.2%	+24.4%	➖ noise
10	datafusion:arrow	+7.4%	+3.9%	+3.3%	+24.4%	➖ noise
10	datafusion:vortex-compact	+6.5%	+3.9%	+2.5%	+24.4%	➖ noise
10	datafusion:vortex-file-compressed	+3.6%	+3.9%	-0.3%	+24.4%	➖ noise
10	duckdb:duckdb	+5.2%	+3.9%	+1.3%	+24.4%	➖ noise
10	duckdb:vortex-compact	+5.4%	+3.9%	+1.4%	+24.4%	➖ noise
10	duckdb:vortex-file-compressed	-0.1%	+3.9%	-3.9%	+24.4%	➖ noise
11	datafusion:arrow	+11.0%	+6.6%	+4.1%	+24.4%	➖ noise
11	datafusion:vortex-compact	+7.2%	+6.6%	+0.6%	+24.4%	➖ noise
11	datafusion:vortex-file-compressed	-0.0%	+6.6%	-6.2%	+24.4%	➖ noise
11	duckdb:duckdb	+4.7%	+6.6%	-1.8%	+24.4%	➖ noise
11	duckdb:vortex-compact	+6.1%	+6.6%	-0.5%	+24.4%	➖ noise
11	duckdb:vortex-file-compressed	-2.3%	+6.6%	-8.4%	+24.4%	➖ noise
12	datafusion:arrow	+4.3%	-7.7%	+13.0%	+24.4%	➖ noise
12	datafusion:vortex-compact	+8.3%	-7.7%	+17.3%	+24.4%	➖ noise
12	datafusion:vortex-file-compressed	+1.4%	-7.7%	+9.9%	+24.4%	➖ noise
12	duckdb:duckdb	+6.3%	-7.7%	+15.2%	+24.4%	➖ noise
12	duckdb:vortex-compact	-1.6%	-7.7%	+6.6%	+24.4%	➖ noise
12	duckdb:vortex-file-compressed	+7.4%	-7.7%	+16.3%	+24.4%	➖ noise
13	datafusion:arrow	+5.5%	+8.6%	-2.9%	+24.4%	➖ noise
13	datafusion:vortex-compact	+10.2%	+8.6%	+1.5%	+24.4%	➖ noise
13	datafusion:vortex-file-compressed	+4.3%	+8.6%	-4.0%	+24.4%	➖ noise
13	duckdb:duckdb	+4.7%	+8.6%	-3.6%	+24.4%	➖ noise
13	duckdb:vortex-compact	+3.4%	+8.6%	-4.8%	+24.4%	➖ noise
13	duckdb:vortex-file-compressed	+4.6%	+8.6%	-3.7%	+24.4%	➖ noise
14	datafusion:arrow	+9.2%	-0.2%	+9.4%	+24.4%	➖ noise
14	datafusion:vortex-compact	+7.7%	-0.2%	+7.9%	+24.4%	➖ noise
14	datafusion:vortex-file-compressed	+8.0%	-0.2%	+8.2%	+24.4%	➖ noise
14	duckdb:duckdb	+3.4%	-0.2%	+3.5%	+24.4%	➖ noise
14	duckdb:vortex-compact	+6.3%	-0.2%	+6.5%	+24.4%	➖ noise
14	duckdb:vortex-file-compressed	+15.0%	-0.2%	+15.1%	+24.4%	➖ noise
15	datafusion:arrow	+8.7%	+7.3%	+1.3%	+24.4%	➖ noise
15	datafusion:vortex-compact	+2.4%	+7.3%	-4.5%	+24.4%	➖ noise
15	datafusion:vortex-file-compressed	+6.7%	+7.3%	-0.5%	+24.4%	➖ noise
15	duckdb:duckdb	+4.1%	+7.3%	-3.0%	+24.4%	➖ noise
15	duckdb:vortex-compact	+1.4%	+7.3%	-5.5%	+24.4%	➖ noise
15	duckdb:vortex-file-compressed	+3.3%	+7.3%	-3.7%	+24.4%	➖ noise
16	datafusion:arrow	+6.9%	+4.6%	+2.3%	+24.4%	➖ noise
16	datafusion:vortex-compact	+9.6%	+4.6%	+4.9%	+24.4%	➖ noise
16	datafusion:vortex-file-compressed	-0.4%	+4.6%	-4.7%	+24.4%	➖ noise
16	duckdb:duckdb	-3.3%	+4.6%	-7.6%	+24.4%	➖ noise
16	duckdb:vortex-compact	+9.6%	+4.6%	+4.8%	+24.4%	➖ noise
16	duckdb:vortex-file-compressed	+2.7%	+4.6%	-1.8%	+24.4%	➖ noise
17	datafusion:arrow	+5.8%	-0.1%	+5.9%	+24.4%	➖ noise
17	datafusion:vortex-compact	+9.9%	-0.1%	+10.1%	+24.4%	➖ noise
17	datafusion:vortex-file-compressed	-3.4%	-0.1%	-3.3%	+24.4%	➖ noise
17	duckdb:duckdb	+6.5%	-0.1%	+6.6%	+24.4%	➖ noise
17	duckdb:vortex-compact	-1.1%	-0.1%	-1.0%	+24.4%	➖ noise
17	duckdb:vortex-file-compressed	+8.5%	-0.1%	+8.6%	+24.4%	➖ noise
18	datafusion:arrow	+4.2%	+3.1%	+1.1%	+24.4%	➖ noise
18	datafusion:vortex-compact	+5.3%	+3.1%	+2.2%	+24.4%	➖ noise
18	datafusion:vortex-file-compressed	+6.4%	+3.1%	+3.2%	+24.4%	➖ noise
18	duckdb:duckdb	-0.1%	+3.1%	-3.1%	+24.4%	➖ noise
18	duckdb:vortex-compact	+6.2%	+3.1%	+3.0%	+24.4%	➖ noise
18	duckdb:vortex-file-compressed	+11.4%	+3.1%	+8.1%	+24.4%	➖ noise
19	datafusion:arrow	+14.8%	+2.1%	+12.4%	+24.4%	➖ noise
19	datafusion:vortex-compact	+15.5%	+2.1%	+13.1%	+25.4%	➖ noise
19	datafusion:vortex-file-compressed	+14.5%	+2.1%	+12.1%	+24.4%	➖ noise
19	duckdb:duckdb	+15.3%	+2.1%	+13.0%	+24.4%	➖ noise
19	duckdb:vortex-compact	+2.6%	+2.1%	+0.5%	+24.4%	➖ noise
19	duckdb:vortex-file-compressed	+6.9%	+2.1%	+4.7%	+24.4%	➖ noise
20	datafusion:arrow	+6.2%	-6.2%	+13.2%	+24.4%	➖ noise
20	datafusion:vortex-compact	+0.3%	-6.2%	+6.9%	+24.4%	➖ noise
20	datafusion:vortex-file-compressed	+4.7%	-6.2%	+11.6%	+24.4%	➖ noise
20	duckdb:duckdb	-0.9%	-6.2%	+5.6%	+24.4%	➖ noise
20	duckdb:vortex-compact	+6.2%	-6.2%	+13.2%	+24.4%	➖ noise
20	duckdb:vortex-file-compressed	+7.4%	-6.2%	+14.5%	+24.4%	➖ noise
21	datafusion:arrow	+13.8%	+10.5%	+3.0%	+24.4%	➖ noise
21	datafusion:vortex-compact	+6.5%	+10.5%	-3.6%	+24.4%	➖ noise
21	datafusion:vortex-file-compressed	+6.2%	+10.5%	-3.9%	+24.4%	➖ noise
21	duckdb:duckdb	+8.8%	+10.5%	-1.6%	+24.4%	➖ noise
21	duckdb:vortex-compact	+5.3%	+10.5%	-4.7%	+24.4%	➖ noise
21	duckdb:vortex-file-compressed	+10.2%	+10.5%	-0.3%	+24.4%	➖ noise
22	datafusion:arrow	+11.4%	+3.6%	+7.6%	+24.4%	➖ noise
22	datafusion:vortex-compact	+7.2%	+3.6%	+3.5%	+24.4%	➖ noise
22	datafusion:vortex-file-compressed	+11.8%	+3.6%	+7.9%	+24.4%	➖ noise
22	duckdb:duckdb	+2.7%	+3.6%	-0.8%	+24.4%	➖ noise
22	duckdb:vortex-compact	+8.0%	+3.6%	+4.3%	+24.4%	➖ noise
22	duckdb:vortex-file-compressed	+6.6%	+3.6%	+2.9%	+24.4%	➖ noise

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.3%
Vortex (geomean): 0.926x ➖
Parquet (geomean): 0.924x ➖
Shifts: Parquet (control) -7.6% · Median polish -8.4%

---

datafusion / vortex-file-compressed (0.953x ➖, 2↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	4399096	5866318	0.75
fineweb_q01/datafusion:vortex-file-compressed	26510765	28090384	0.94
fineweb_q02/datafusion:vortex-file-compressed	31302722	29738261	1.05
fineweb_q03/datafusion:vortex-file-compressed	83477652	80363924	1.04
fineweb_q04/datafusion:vortex-file-compressed 🚀	249445347	290335290	0.86
fineweb_q05/datafusion:vortex-file-compressed	228573518	234983883	0.97
fineweb_q06/datafusion:vortex-file-compressed	65352187	64433945	1.01
fineweb_q07/datafusion:vortex-file-compressed	68693485	71586202	0.96
fineweb_q08/datafusion:vortex-file-compressed	24577418	23872162	1.03

datafusion / vortex-compact (0.935x ➖, 2↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	4645704	4706680	0.99
fineweb_q01/datafusion:vortex-compact	161180167	170316222	0.95
fineweb_q02/datafusion:vortex-compact	164512725	176758576	0.93
fineweb_q03/datafusion:vortex-compact 🚀	1442757888	1660859759	0.87
fineweb_q04/datafusion:vortex-compact	1549877153	1716689930	0.90
fineweb_q05/datafusion:vortex-compact 🚀	1227661633	1401331195	0.88
fineweb_q06/datafusion:vortex-compact	686201048	752361158	0.91
fineweb_q07/datafusion:vortex-compact	733549491	799889874	0.92
fineweb_q08/datafusion:vortex-compact	24332092	22208355	1.10

datafusion / parquet (0.919x ➖, 3↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6117119	6099054	1.00
fineweb_q01/datafusion:parquet 🚀	268154818	300231635	0.89
fineweb_q02/datafusion:parquet 🚀	267288617	301051324	0.89
fineweb_q03/datafusion:parquet	269443551	291344175	0.92
fineweb_q04/datafusion:parquet	284860468	309103631	0.92
fineweb_q05/datafusion:parquet	284827021	306902557	0.93
fineweb_q06/datafusion:parquet 🚀	275629217	315593421	0.87
fineweb_q07/datafusion:parquet	269130428	293878183	0.92
fineweb_q08/datafusion:parquet	271048243	290479483	0.93

duckdb / vortex-file-compressed (0.912x ➖, 4↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚀	3219491	3670640	0.88
fineweb_q01/duckdb:vortex-file-compressed 🚀	27792064	34412588	0.81
fineweb_q02/duckdb:vortex-file-compressed	28450275	29165686	0.98
fineweb_q03/duckdb:vortex-file-compressed 🚀	130888714	156809955	0.83
fineweb_q04/duckdb:vortex-file-compressed	226073255	247505293	0.91
fineweb_q05/duckdb:vortex-file-compressed	220808634	224493942	0.98
fineweb_q06/duckdb:vortex-file-compressed	69260980	66114510	1.05
fineweb_q07/duckdb:vortex-file-compressed 🚀	64219937	75362237	0.85
fineweb_q08/duckdb:vortex-file-compressed	24388757	25809584	0.94

duckdb / vortex-compact (0.905x ➖, 6↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚀	3850968	4427991	0.87
fineweb_q01/duckdb:vortex-compact	108378050	105612837	1.03
fineweb_q02/duckdb:vortex-compact	116446427	123833619	0.94
fineweb_q03/duckdb:vortex-compact 🚀	850554964	964774472	0.88
fineweb_q04/duckdb:vortex-compact 🚀	908684672	1022641012	0.89
fineweb_q05/duckdb:vortex-compact	812780507	900577950	0.90
fineweb_q06/duckdb:vortex-compact 🚀	457336214	518876884	0.88
fineweb_q07/duckdb:vortex-compact 🚀	477011686	535912729	0.89
fineweb_q08/duckdb:vortex-compact 🚀	23187628	26477569	0.88

duckdb / parquet (0.928x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	35904610	38056166	0.94
fineweb_q01/duckdb:parquet	92039088	99121194	0.93
fineweb_q02/duckdb:parquet	95318354	101437837	0.94
fineweb_q03/duckdb:parquet	307175140	335582430	0.92
fineweb_q04/duckdb:parquet	437528291	470968285	0.93
fineweb_q05/duckdb:parquet	408699954	440780140	0.93
fineweb_q06/duckdb:parquet	197180663	211783550	0.93
fineweb_q07/duckdb:parquet	209318598	223838469	0.94
fineweb_q08/duckdb:parquet	56575706	62831139	0.90

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-1.3%	-2.7%	+1.5%	+43.1%	➖ noise
0	datafusion:vortex-file-compressed	-25.0%	-2.7%	-22.9%	+78.9%	➖ noise
0	duckdb:vortex-compact	-13.0%	-2.7%	-10.6%	+41.9%	➖ noise
0	duckdb:vortex-file-compressed	-12.3%	-2.7%	-9.8%	+51.4%	➖ noise
1	datafusion:vortex-compact	-5.4%	-8.9%	+3.9%	+12.5%	➖ noise
1	datafusion:vortex-file-compressed	-5.6%	-8.9%	+3.6%	+19.2%	➖ noise
1	duckdb:vortex-compact	+2.6%	-8.9%	+12.7%	+17.0%	➖ noise
1	duckdb:vortex-file-compressed	-19.2%	-8.9%	-11.3%	+41.2%	➖ noise
2	datafusion:vortex-compact	-6.9%	-8.7%	+1.9%	+10.2%	➖ noise
2	datafusion:vortex-file-compressed	+5.3%	-8.7%	+15.2%	+18.8%	➖ noise
2	duckdb:vortex-compact	-6.0%	-8.7%	+3.0%	+14.5%	➖ noise
2	duckdb:vortex-file-compressed	-2.5%	-8.7%	+6.8%	+14.4%	➖ noise
3	datafusion:vortex-compact	-13.1%	-8.0%	-5.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+3.9%	-8.0%	+12.9%	+34.3%	➖ noise
3	duckdb:vortex-compact	-11.8%	-8.0%	-4.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-16.5%	-8.0%	-9.3%	+19.4%	➖ noise
4	datafusion:vortex-compact	-9.7%	-7.5%	-2.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-14.1%	-7.5%	-7.1%	+10.2%	➖ noise
4	duckdb:vortex-compact	-11.1%	-7.5%	-4.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-8.7%	-7.5%	-1.3%	+10.0%	➖ noise
5	datafusion:vortex-compact	-12.4%	-7.2%	-5.6%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.7%	-7.2%	+4.9%	+10.0%	➖ noise
5	duckdb:vortex-compact	-9.7%	-7.2%	-2.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.6%	-7.2%	+6.0%	+10.0%	➖ noise
6	datafusion:vortex-compact	-8.8%	-9.8%	+1.1%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.4%	-9.8%	+12.5%	+10.5%	🚨 regression
6	duckdb:vortex-compact	-11.9%	-9.8%	-2.3%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.8%	-9.8%	+16.2%	+10.0%	🚨 regression
7	datafusion:vortex-compact	-8.3%	-7.5%	-0.9%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-4.0%	-7.5%	+3.7%	+10.0%	➖ noise
7	duckdb:vortex-compact	-11.0%	-7.5%	-3.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-14.8%	-7.5%	-7.9%	+10.0%	➖ noise
8	datafusion:vortex-compact	+9.6%	-8.3%	+19.5%	+22.4%	➖ noise
8	datafusion:vortex-file-compressed	+3.0%	-8.3%	+12.3%	+14.5%	➖ noise
8	duckdb:vortex-compact	-12.4%	-8.3%	-4.5%	+26.3%	➖ noise
8	duckdb:vortex-file-compressed	-5.5%	-8.3%	+3.1%	+19.6%	➖ noise

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.9%
Vortex (geomean): 0.934x ➖
Parquet (geomean): 0.952x ➖
Shifts: Parquet (control) -4.8% · Median polish -3.7%

---

datafusion / vortex-file-compressed (0.937x ➖, 22↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚀	27676848	42130225	0.66
tpcds_q02/datafusion:vortex-file-compressed	75988396	78189710	0.97
tpcds_q03/datafusion:vortex-file-compressed	27017857	29342661	0.92
tpcds_q04/datafusion:vortex-file-compressed 🚀	381947703	433621066	0.88
tpcds_q05/datafusion:vortex-file-compressed	69612018	73682340	0.94
tpcds_q06/datafusion:vortex-file-compressed	73832922	77468369	0.95
tpcds_q07/datafusion:vortex-file-compressed 🚀	73088697	91491619	0.80
tpcds_q08/datafusion:vortex-file-compressed 🚀	40691681	56481567	0.72
tpcds_q09/datafusion:vortex-file-compressed	46835153	47850898	0.98
tpcds_q10/datafusion:vortex-file-compressed	49269512	49570969	0.99
tpcds_q11/datafusion:vortex-file-compressed	233923293	251617395	0.93
tpcds_q12/datafusion:vortex-file-compressed	36481689	37042040	0.98
tpcds_q13/datafusion:vortex-file-compressed	75727395	77961626	0.97
tpcds_q14/datafusion:vortex-file-compressed	215727770	228701332	0.94
tpcds_q15/datafusion:vortex-file-compressed	49325487	51751535	0.95
tpcds_q16/datafusion:vortex-file-compressed	28787607	29024900	0.99
tpcds_q17/datafusion:vortex-file-compressed	111408888	114361630	0.97
tpcds_q18/datafusion:vortex-file-compressed 🚀	98093743	123056571	0.80
tpcds_q19/datafusion:vortex-file-compressed	47351099	46333299	1.02
tpcds_q20/datafusion:vortex-file-compressed	41100368	41553704	0.99
tpcds_q21/datafusion:vortex-file-compressed 🚀	172730209	202641994	0.85
tpcds_q22/datafusion:vortex-file-compressed	68957134	70248331	0.98
tpcds_q23/datafusion:vortex-file-compressed	183873170	193908559	0.95
tpcds_q24/datafusion:vortex-file-compressed	176468662	191481391	0.92
tpcds_q25/datafusion:vortex-file-compressed	112006682	112508447	1.00
tpcds_q26/datafusion:vortex-file-compressed 🚀	61380412	74395091	0.83
tpcds_q27/datafusion:vortex-file-compressed	170119643	181023195	0.94
tpcds_q28/datafusion:vortex-file-compressed	50748078	50203322	1.01
tpcds_q29/datafusion:vortex-file-compressed 🚀	108973574	139047107	0.78
tpcds_q30/datafusion:vortex-file-compressed 🚀	29946721	33443566	0.90
tpcds_q31/datafusion:vortex-file-compressed	177528636	184348892	0.96
tpcds_q32/datafusion:vortex-file-compressed	23575413	24663360	0.96
tpcds_q33/datafusion:vortex-file-compressed 🚀	35724269	40022772	0.89
tpcds_q34/datafusion:vortex-file-compressed 🚀	36236114	54334910	0.67
tpcds_q35/datafusion:vortex-file-compressed 🚀	59871840	80555025	0.74
tpcds_q36/datafusion:vortex-file-compressed	104867271	112687305	0.93
tpcds_q37/datafusion:vortex-file-compressed	38604082	38282244	1.01
tpcds_q38/datafusion:vortex-file-compressed	87733873	90187168	0.97
tpcds_q39/datafusion:vortex-file-compressed 🚀	194576291	231848793	0.84
tpcds_q40/datafusion:vortex-file-compressed	58913424	56828616	1.04
tpcds_q41/datafusion:vortex-file-compressed	13999601	14057911	1.00
tpcds_q42/datafusion:vortex-file-compressed	30139545	29925996	1.01
tpcds_q43/datafusion:vortex-file-compressed	47399341	51911579	0.91
tpcds_q44/datafusion:vortex-file-compressed 🚀	39229085	58442363	0.67
tpcds_q45/datafusion:vortex-file-compressed 🚀	48860463	62496578	0.78
tpcds_q46/datafusion:vortex-file-compressed	65068576	69020397	0.94
tpcds_q47/datafusion:vortex-file-compressed	274673863	277674498	0.99
tpcds_q48/datafusion:vortex-file-compressed 🚀	66107424	81506249	0.81
tpcds_q49/datafusion:vortex-file-compressed	67061874	67521955	0.99
tpcds_q50/datafusion:vortex-file-compressed	75394166	73298514	1.03
tpcds_q51/datafusion:vortex-file-compressed	96841476	91516945	1.06
tpcds_q52/datafusion:vortex-file-compressed	29733074	31509323	0.94
tpcds_q53/datafusion:vortex-file-compressed	29963953	29199582	1.03
tpcds_q54/datafusion:vortex-file-compressed	47962264	46310188	1.04
tpcds_q55/datafusion:vortex-file-compressed	30143561	31743460	0.95
tpcds_q56/datafusion:vortex-file-compressed	47467893	47710635	0.99
tpcds_q57/datafusion:vortex-file-compressed	183043057	190368555	0.96
tpcds_q58/datafusion:vortex-file-compressed	109022564	111596895	0.98
tpcds_q59/datafusion:vortex-file-compressed	93263693	94979193	0.98
tpcds_q60/datafusion:vortex-file-compressed	45164472	46806267	0.96
tpcds_q61/datafusion:vortex-file-compressed	56317246	59468939	0.95
tpcds_q62/datafusion:vortex-file-compressed	44848882	47017745	0.95
tpcds_q63/datafusion:vortex-file-compressed 🚀	30075686	34541938	0.87
tpcds_q64/datafusion:vortex-file-compressed	694718412	716739677	0.97
tpcds_q65/datafusion:vortex-file-compressed	50349529	48928393	1.03
tpcds_q66/datafusion:vortex-file-compressed	102842346	105173118	0.98
tpcds_q67/datafusion:vortex-file-compressed	144334822	151187686	0.95
tpcds_q68/datafusion:vortex-file-compressed	62392602	64710511	0.96
tpcds_q69/datafusion:vortex-file-compressed	45981029	44166136	1.04
tpcds_q70/datafusion:vortex-file-compressed	132924848	126029921	1.05
tpcds_q71/datafusion:vortex-file-compressed	30352206	30292959	1.00
tpcds_q72/datafusion:vortex-file-compressed	3360998001	3687802951	0.91
tpcds_q73/datafusion:vortex-file-compressed	38156142	40700742	0.94
tpcds_q74/datafusion:vortex-file-compressed	171284961	170987882	1.00
tpcds_q75/datafusion:vortex-file-compressed	133224178	137581085	0.97
tpcds_q76/datafusion:vortex-file-compressed	64217070	62046846	1.03
tpcds_q77/datafusion:vortex-file-compressed	54603442	57549647	0.95
tpcds_q78/datafusion:vortex-file-compressed	175794583	186782505	0.94
tpcds_q79/datafusion:vortex-file-compressed 🚀	40532029	45390744	0.89
tpcds_q80/datafusion:vortex-file-compressed	117677358	125594688	0.94
tpcds_q81/datafusion:vortex-file-compressed 🚀	35547531	39911578	0.89
tpcds_q82/datafusion:vortex-file-compressed	41274181	41059593	1.01
tpcds_q83/datafusion:vortex-file-compressed	65081785	68141333	0.96
tpcds_q84/datafusion:vortex-file-compressed	15437212	16646549	0.93
tpcds_q85/datafusion:vortex-file-compressed	135556963	137182518	0.99
tpcds_q86/datafusion:vortex-file-compressed	31263747	31576967	0.99
tpcds_q87/datafusion:vortex-file-compressed	87133517	90783715	0.96
tpcds_q88/datafusion:vortex-file-compressed 🚀	75523683	86227032	0.88
tpcds_q89/datafusion:vortex-file-compressed	60714565	58065075	1.05
tpcds_q90/datafusion:vortex-file-compressed 🚀	16166633	18175723	0.89
tpcds_q91/datafusion:vortex-file-compressed 🚀	24824233	28988957	0.86
tpcds_q92/datafusion:vortex-file-compressed	18959867	19336482	0.98
tpcds_q93/datafusion:vortex-file-compressed	37881265	36177411	1.05
tpcds_q94/datafusion:vortex-file-compressed	26509625	26121552	1.01
tpcds_q95/datafusion:vortex-file-compressed	86405886	89358885	0.97
tpcds_q96/datafusion:vortex-file-compressed	14620239	15696310	0.93
tpcds_q97/datafusion:vortex-file-compressed	31482372	34586544	0.91
tpcds_q98/datafusion:vortex-file-compressed	50511343	49196807	1.03
tpcds_q99/datafusion:vortex-file-compressed	63213002	62197105	1.02

datafusion / vortex-compact (0.936x ➖, 26↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	35850519	36658991	0.98
tpcds_q02/datafusion:vortex-compact	81666229	81066897	1.01
tpcds_q03/datafusion:vortex-compact 🚀	32777327	37519511	0.87
tpcds_q04/datafusion:vortex-compact	431974582	478655467	0.90
tpcds_q05/datafusion:vortex-compact 🚀	83062655	97796894	0.85
tpcds_q06/datafusion:vortex-compact	82841706	87442288	0.95
tpcds_q07/datafusion:vortex-compact 🚀	94393922	108772128	0.87
tpcds_q08/datafusion:vortex-compact	48163657	52553204	0.92
tpcds_q09/datafusion:vortex-compact 🚀	96605730	114216108	0.85
tpcds_q10/datafusion:vortex-compact	69187743	68975684	1.00
tpcds_q11/datafusion:vortex-compact 🚀	263654970	299492180	0.88
tpcds_q12/datafusion:vortex-compact 🚀	38793130	47518168	0.82
tpcds_q13/datafusion:vortex-compact	141018566	152875630	0.92
tpcds_q14/datafusion:vortex-compact 🚀	264814322	303123296	0.87
tpcds_q15/datafusion:vortex-compact 🚀	52982232	66825505	0.79
tpcds_q16/datafusion:vortex-compact	41926229	43538113	0.96
tpcds_q17/datafusion:vortex-compact	126448727	131621756	0.96
tpcds_q18/datafusion:vortex-compact 🚀	116673619	134798841	0.87
tpcds_q19/datafusion:vortex-compact 🚀	60979068	69914930	0.87
tpcds_q20/datafusion:vortex-compact	47786342	50621255	0.94
tpcds_q21/datafusion:vortex-compact 🚀	179591813	200253208	0.90
tpcds_q22/datafusion:vortex-compact 🚀	81061270	94656204	0.86
tpcds_q23/datafusion:vortex-compact	231605929	253207220	0.91
tpcds_q24/datafusion:vortex-compact 🚀	209366120	237699299	0.88
tpcds_q25/datafusion:vortex-compact 🚀	127715037	154519772	0.83
tpcds_q26/datafusion:vortex-compact	74538729	78838758	0.95
tpcds_q27/datafusion:vortex-compact	206725822	218175789	0.95
tpcds_q28/datafusion:vortex-compact	100927274	103394207	0.98
tpcds_q29/datafusion:vortex-compact	134220306	127786647	1.05
tpcds_q30/datafusion:vortex-compact	35581034	35583150	1.00
tpcds_q31/datafusion:vortex-compact	207980322	215797509	0.96
tpcds_q32/datafusion:vortex-compact 🚀	28718243	33865705	0.85
tpcds_q33/datafusion:vortex-compact	49984330	54026962	0.93
tpcds_q34/datafusion:vortex-compact	56001213	58632546	0.96
tpcds_q35/datafusion:vortex-compact	74541183	76750101	0.97
tpcds_q36/datafusion:vortex-compact	126507096	135707028	0.93
tpcds_q37/datafusion:vortex-compact	51295454	51244035	1.00
tpcds_q38/datafusion:vortex-compact	99667326	107891695	0.92
tpcds_q39/datafusion:vortex-compact	221851253	224622300	0.99
tpcds_q40/datafusion:vortex-compact	61326185	62227314	0.99
tpcds_q41/datafusion:vortex-compact	15142271	14809427	1.02
tpcds_q42/datafusion:vortex-compact	37004373	36580752	1.01
tpcds_q43/datafusion:vortex-compact	52776109	56453944	0.93
tpcds_q44/datafusion:vortex-compact	70579624	76594207	0.92
tpcds_q45/datafusion:vortex-compact	52293718	52611338	0.99
tpcds_q46/datafusion:vortex-compact	89531924	90098541	0.99
tpcds_q47/datafusion:vortex-compact	310961727	307564829	1.01
tpcds_q48/datafusion:vortex-compact	108805612	108532451	1.00
tpcds_q49/datafusion:vortex-compact 🚀	98797185	122546493	0.81
tpcds_q50/datafusion:vortex-compact	94433496	98517591	0.96
tpcds_q51/datafusion:vortex-compact	100304840	110179312	0.91
tpcds_q52/datafusion:vortex-compact	37260754	38553741	0.97
tpcds_q53/datafusion:vortex-compact	39365348	40018614	0.98
tpcds_q54/datafusion:vortex-compact 🚀	64748535	78195749	0.83
tpcds_q55/datafusion:vortex-compact	35524127	35684474	1.00
tpcds_q56/datafusion:vortex-compact	59341465	65020558	0.91
tpcds_q57/datafusion:vortex-compact	197775528	200683723	0.99
tpcds_q58/datafusion:vortex-compact 🚀	118319808	144208524	0.82
tpcds_q59/datafusion:vortex-compact 🚀	107206180	124426624	0.86
tpcds_q60/datafusion:vortex-compact	58325692	60632396	0.96
tpcds_q61/datafusion:vortex-compact	81619312	82720405	0.99
tpcds_q62/datafusion:vortex-compact 🚀	44588398	49888155	0.89
tpcds_q63/datafusion:vortex-compact 🚀	39451395	49528398	0.80
tpcds_q64/datafusion:vortex-compact	801551203	887906120	0.90
tpcds_q65/datafusion:vortex-compact	67608389	74501254	0.91
tpcds_q66/datafusion:vortex-compact	108729368	110680009	0.98
tpcds_q67/datafusion:vortex-compact	155351967	151879342	1.02
tpcds_q68/datafusion:vortex-compact	91882501	88646866	1.04
tpcds_q69/datafusion:vortex-compact	64285490	68205953	0.94
tpcds_q70/datafusion:vortex-compact	140057488	139909890	1.00
tpcds_q71/datafusion:vortex-compact 🚀	43317937	52350014	0.83
tpcds_q72/datafusion:vortex-compact 🚀	3373986453	3852898645	0.88
tpcds_q73/datafusion:vortex-compact	58444533	57373743	1.02
tpcds_q74/datafusion:vortex-compact	182621352	198292693	0.92
tpcds_q75/datafusion:vortex-compact	179457303	193522817	0.93
tpcds_q76/datafusion:vortex-compact	77766947	77529820	1.00
tpcds_q77/datafusion:vortex-compact	66245824	68926506	0.96
tpcds_q78/datafusion:vortex-compact	204662349	211782531	0.97
tpcds_q79/datafusion:vortex-compact	66350098	69610410	0.95
tpcds_q80/datafusion:vortex-compact	135528940	138151795	0.98
tpcds_q81/datafusion:vortex-compact	43448971	44650814	0.97
tpcds_q82/datafusion:vortex-compact	51998785	55092423	0.94
tpcds_q83/datafusion:vortex-compact	66894588	68908748	0.97
tpcds_q84/datafusion:vortex-compact	18116951	17899259	1.01
tpcds_q85/datafusion:vortex-compact	159320799	159174918	1.00
tpcds_q86/datafusion:vortex-compact 🚀	31412039	35940526	0.87
tpcds_q87/datafusion:vortex-compact	104023264	106316391	0.98
tpcds_q88/datafusion:vortex-compact	132349584	134161656	0.99
tpcds_q89/datafusion:vortex-compact	62954643	66850994	0.94
tpcds_q90/datafusion:vortex-compact	21790998	22125234	0.98
tpcds_q91/datafusion:vortex-compact	41731697	41086905	1.02
tpcds_q92/datafusion:vortex-compact	22031536	21039412	1.05
tpcds_q93/datafusion:vortex-compact	53191731	51164873	1.04
tpcds_q94/datafusion:vortex-compact	33115785	33681221	0.98
tpcds_q95/datafusion:vortex-compact	98283435	106082088	0.93
tpcds_q96/datafusion:vortex-compact 🚀	24862815	32643372	0.76
tpcds_q97/datafusion:vortex-compact 🚀	43229614	52535003	0.82
tpcds_q98/datafusion:vortex-compact	56871305	57667218	0.99
tpcds_q99/datafusion:vortex-compact	62390932	65797285	0.95

datafusion / parquet (0.972x ➖, 11↑ 1↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	36399220	35391187	1.03
tpcds_q02/datafusion:parquet	50551111	52381613	0.97
tpcds_q03/datafusion:parquet	17890911	16847054	1.06
tpcds_q04/datafusion:parquet	359978827	367644559	0.98
tpcds_q05/datafusion:parquet	89843035	91120353	0.99
tpcds_q06/datafusion:parquet	94874574	94936476	1.00
tpcds_q07/datafusion:parquet	139417253	133687310	1.04
tpcds_q08/datafusion:parquet	39889871	37282113	1.07
tpcds_q09/datafusion:parquet	55302631	55336892	1.00
tpcds_q10/datafusion:parquet	101620887	103629872	0.98
tpcds_q11/datafusion:parquet	224181183	235285519	0.95
tpcds_q12/datafusion:parquet	28394049	30196478	0.94
tpcds_q13/datafusion:parquet	135871060	143564949	0.95
tpcds_q14/datafusion:parquet	213212556	212169617	1.00
tpcds_q15/datafusion:parquet	55634622	56161951	0.99
tpcds_q16/datafusion:parquet	33674536	34707144	0.97
tpcds_q17/datafusion:parquet	180641802	173425963	1.04
tpcds_q18/datafusion:parquet	180245411	176406751	1.02
tpcds_q19/datafusion:parquet	36436656	36017952	1.01
tpcds_q20/datafusion:parquet	24327342	24372504	1.00
tpcds_q21/datafusion:parquet	26968921	28385919	0.95
tpcds_q22/datafusion:parquet 🚀	153363472	170477584	0.90
tpcds_q23/datafusion:parquet	180184453	182825410	0.99
tpcds_q24/datafusion:parquet	216993545	216377145	1.00
tpcds_q25/datafusion:parquet	176386745	174288692	1.01
tpcds_q26/datafusion:parquet	113243587	113685513	1.00
tpcds_q27/datafusion:parquet	249256254	258363523	0.96
tpcds_q28/datafusion:parquet	52649739	52559219	1.00
tpcds_q29/datafusion:parquet	185561731	180899595	1.03
tpcds_q30/datafusion:parquet	44075767	44194933	1.00
tpcds_q31/datafusion:parquet	106910845	107883887	0.99
tpcds_q32/datafusion:parquet	30318615	30265878	1.00
tpcds_q33/datafusion:parquet	36866471	36537068	1.01
tpcds_q34/datafusion:parquet	35421198	37106259	0.95
tpcds_q35/datafusion:parquet	94966506	96820475	0.98
tpcds_q36/datafusion:parquet	82300414	82228845	1.00
tpcds_q37/datafusion:parquet	26603476	25773217	1.03
tpcds_q38/datafusion:parquet	61648956	62745837	0.98
tpcds_q39/datafusion:parquet	101391425	98826146	1.03
tpcds_q40/datafusion:parquet	35765440	35839647	1.00
tpcds_q41/datafusion:parquet	12432817	12923718	0.96
tpcds_q42/datafusion:parquet	15189137	15958988	0.95
tpcds_q43/datafusion:parquet	26333297	26921866	0.98
tpcds_q44/datafusion:parquet	40672777	40927873	0.99
tpcds_q45/datafusion:parquet	67559652	69007783	0.98
tpcds_q46/datafusion:parquet	52619008	51650107	1.02
tpcds_q47/datafusion:parquet	183409632	184933215	0.99
tpcds_q48/datafusion:parquet	131785893	128123841	1.03
tpcds_q49/datafusion:parquet 🚀	73425676	82341509	0.89
tpcds_q50/datafusion:parquet	107723584	109517655	0.98
tpcds_q51/datafusion:parquet	104404688	103254537	1.01
tpcds_q52/datafusion:parquet	16329130	15266786	1.07
tpcds_q53/datafusion:parquet	30605265	31098662	0.98
tpcds_q54/datafusion:parquet	49388997	53169688	0.93
tpcds_q55/datafusion:parquet	16224094	17753753	0.91
tpcds_q56/datafusion:parquet	35449753	38646054	0.92
tpcds_q57/datafusion:parquet	133153626	144610192	0.92
tpcds_q58/datafusion:parquet	73581439	72665397	1.01
tpcds_q59/datafusion:parquet	74067146	74978075	0.99
tpcds_q60/datafusion:parquet	36587644	40411740	0.91
tpcds_q61/datafusion:parquet	66294514	67299298	0.99
tpcds_q62/datafusion:parquet 🚨	46922473	41140774	1.14
tpcds_q63/datafusion:parquet	32646955	30851525	1.06
tpcds_q64/datafusion:parquet	996185448	1017595196	0.98
tpcds_q65/datafusion:parquet	48818647	50889746	0.96
tpcds_q66/datafusion:parquet 🚀	88910633	99075180	0.90
tpcds_q67/datafusion:parquet 🚀	175027938	197841975	0.88
tpcds_q68/datafusion:parquet	52084254	53024726	0.98
tpcds_q69/datafusion:parquet	97798212	97959916	1.00
tpcds_q70/datafusion:parquet	110845858	119282285	0.93
tpcds_q71/datafusion:parquet	29393833	29524189	1.00
tpcds_q72/datafusion:parquet	862783995	924129064	0.93
tpcds_q73/datafusion:parquet	36070886	34957270	1.03
tpcds_q74/datafusion:parquet 🚀	127360242	144615639	0.88
tpcds_q75/datafusion:parquet	138749415	133597470	1.04
tpcds_q76/datafusion:parquet	90392276	88930927	1.02
tpcds_q77/datafusion:parquet 🚀	57235936	70451256	0.81
tpcds_q78/datafusion:parquet	183525155	193371587	0.95
tpcds_q79/datafusion:parquet 🚀	41690456	50538892	0.82
tpcds_q80/datafusion:parquet	112666606	112431087	1.00
tpcds_q81/datafusion:parquet	43643108	44460460	0.98
tpcds_q82/datafusion:parquet	29181143	31664040	0.92
tpcds_q83/datafusion:parquet 🚀	56052986	71801586	0.78
tpcds_q84/datafusion:parquet	48474155	47905072	1.01
tpcds_q85/datafusion:parquet	245717764	269048313	0.91
tpcds_q86/datafusion:parquet	20882498	22213883	0.94
tpcds_q87/datafusion:parquet	63549567	64268248	0.99
tpcds_q88/datafusion:parquet	79035242	81512942	0.97
tpcds_q89/datafusion:parquet	35242296	37865138	0.93
tpcds_q90/datafusion:parquet 🚀	18423824	20577010	0.90
tpcds_q91/datafusion:parquet	81057539	77252070	1.05
tpcds_q92/datafusion:parquet	25003224	26724381	0.94
tpcds_q93/datafusion:parquet	39210741	39641023	0.99
tpcds_q94/datafusion:parquet	28562073	30011779	0.95
tpcds_q95/datafusion:parquet	134273857	135033955	0.99
tpcds_q96/datafusion:parquet 🚀	14385157	16264238	0.88
tpcds_q97/datafusion:parquet	37745525	38537667	0.98
tpcds_q98/datafusion:parquet	35262639	38686038	0.91
tpcds_q99/datafusion:parquet 🚀	50110704	62155296	0.81

duckdb / vortex-file-compressed (0.920x ➖, 35↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	27344778	26203258	1.04
tpcds_q02/duckdb:vortex-file-compressed	85247819	88421446	0.96
tpcds_q03/duckdb:vortex-file-compressed	23128162	25658042	0.90
tpcds_q04/duckdb:vortex-file-compressed	111370251	111617651	1.00
tpcds_q05/duckdb:vortex-file-compressed	103357602	111347371	0.93
tpcds_q06/duckdb:vortex-file-compressed	35464773	37745744	0.94
tpcds_q07/duckdb:vortex-file-compressed 🚀	24000395	29031345	0.83
tpcds_q08/duckdb:vortex-file-compressed	24136792	25079026	0.96
tpcds_q09/duckdb:vortex-file-compressed	40470210	42693123	0.95
tpcds_q10/duckdb:vortex-file-compressed	38007120	37979882	1.00
tpcds_q11/duckdb:vortex-file-compressed	63072859	64436102	0.98
tpcds_q12/duckdb:vortex-file-compressed	15159609	14047093	1.08
tpcds_q13/duckdb:vortex-file-compressed	32962656	33976368	0.97
tpcds_q14/duckdb:vortex-file-compressed	204034762	199976685	1.02
tpcds_q15/duckdb:vortex-file-compressed	41707319	42804455	0.97
tpcds_q16/duckdb:vortex-file-compressed	31118361	32824156	0.95
tpcds_q17/duckdb:vortex-file-compressed	38229362	41477844	0.92
tpcds_q18/duckdb:vortex-file-compressed	45117063	49254652	0.92
tpcds_q19/duckdb:vortex-file-compressed 🚀	32081844	36310093	0.88
tpcds_q20/duckdb:vortex-file-compressed 🚀	16026639	18023636	0.89
tpcds_q21/duckdb:vortex-file-compressed	21285163	20708900	1.03
tpcds_q22/duckdb:vortex-file-compressed	111266621	114272824	0.97
tpcds_q23/duckdb:vortex-file-compressed	139025051	131193285	1.06
tpcds_q24/duckdb:vortex-file-compressed	56240533	57431577	0.98
tpcds_q25/duckdb:vortex-file-compressed	38377236	41762747	0.92
tpcds_q26/duckdb:vortex-file-compressed	41255967	41189708	1.00
tpcds_q27/duckdb:vortex-file-compressed	88443872	90509639	0.98
tpcds_q28/duckdb:vortex-file-compressed	38556465	39651912	0.97
tpcds_q29/duckdb:vortex-file-compressed	37874879	37666320	1.01
tpcds_q30/duckdb:vortex-file-compressed	28449702	30431479	0.93
tpcds_q31/duckdb:vortex-file-compressed	26807286	27757434	0.97
tpcds_q32/duckdb:vortex-file-compressed 🚨	17730781	16021505	1.11
tpcds_q33/duckdb:vortex-file-compressed	67817525	66439867	1.02
tpcds_q34/duckdb:vortex-file-compressed	18486603	20517617	0.90
tpcds_q35/duckdb:vortex-file-compressed	63273549	68754939	0.92
tpcds_q36/duckdb:vortex-file-compressed	28095564	27130965	1.04
tpcds_q37/duckdb:vortex-file-compressed	23375051	25724798	0.91
tpcds_q38/duckdb:vortex-file-compressed	38538167	36529032	1.06
tpcds_q39/duckdb:vortex-file-compressed	45947346	47264736	0.97
tpcds_q40/duckdb:vortex-file-compressed	25086445	25561946	0.98
tpcds_q41/duckdb:vortex-file-compressed	13739051	12810703	1.07
tpcds_q42/duckdb:vortex-file-compressed	12246552	11639377	1.05
tpcds_q43/duckdb:vortex-file-compressed	20757200	20320136	1.02
tpcds_q44/duckdb:vortex-file-compressed	23719311	25680772	0.92
tpcds_q45/duckdb:vortex-file-compressed 🚀	26416827	29734733	0.89
tpcds_q46/duckdb:vortex-file-compressed 🚀	46057965	54455400	0.85
tpcds_q47/duckdb:vortex-file-compressed 🚀	49680595	63788503	0.78
tpcds_q48/duckdb:vortex-file-compressed	30058299	31565752	0.95
tpcds_q49/duckdb:vortex-file-compressed 🚀	30567807	34939811	0.87
tpcds_q50/duckdb:vortex-file-compressed 🚀	32437001	36118382	0.90
tpcds_q51/duckdb:vortex-file-compressed	105075426	116359626	0.90
tpcds_q52/duckdb:vortex-file-compressed	13109187	12146082	1.08
tpcds_q53/duckdb:vortex-file-compressed 🚀	17214153	19190903	0.90
tpcds_q54/duckdb:vortex-file-compressed 🚀	51701497	62912261	0.82
tpcds_q55/duckdb:vortex-file-compressed 🚀	11716892	16711092	0.70
tpcds_q56/duckdb:vortex-file-compressed 🚀	68183150	82680590	0.82
tpcds_q57/duckdb:vortex-file-compressed 🚀	44238420	55338861	0.80
tpcds_q58/duckdb:vortex-file-compressed 🚀	32429423	37755383	0.86
tpcds_q59/duckdb:vortex-file-compressed 🚀	56162324	64631301	0.87
tpcds_q60/duckdb:vortex-file-compressed 🚀	67319309	77455676	0.87
tpcds_q61/duckdb:vortex-file-compressed 🚀	37868771	45772588	0.83
tpcds_q62/duckdb:vortex-file-compressed	22386220	23480652	0.95
tpcds_q63/duckdb:vortex-file-compressed 🚀	17318746	22255444	0.78
tpcds_q64/duckdb:vortex-file-compressed 🚀	79227485	98089291	0.81
tpcds_q65/duckdb:vortex-file-compressed 🚀	23146411	31745032	0.73
tpcds_q66/duckdb:vortex-file-compressed 🚀	59569590	76949499	0.77
tpcds_q67/duckdb:vortex-file-compressed 🚀	146611515	170552314	0.86
tpcds_q68/duckdb:vortex-file-compressed 🚀	38966837	52940409	0.74
tpcds_q69/duckdb:vortex-file-compressed 🚀	38949705	47571723	0.82
tpcds_q70/duckdb:vortex-file-compressed	25035048	26065938	0.96
tpcds_q71/duckdb:vortex-file-compressed 🚀	22109601	27083541	0.82
tpcds_q72/duckdb:vortex-file-compressed 🚀	177757658	202027535	0.88
tpcds_q73/duckdb:vortex-file-compressed 🚀	19151466	25536242	0.75
tpcds_q74/duckdb:vortex-file-compressed 🚀	51114734	67627087	0.76
tpcds_q75/duckdb:vortex-file-compressed 🚀	57666584	80111100	0.72
tpcds_q76/duckdb:vortex-file-compressed	58102894	62934479	0.92
tpcds_q77/duckdb:vortex-file-compressed 🚀	64469019	90620887	0.71
tpcds_q78/duckdb:vortex-file-compressed	81117664	81419439	1.00
tpcds_q79/duckdb:vortex-file-compressed 🚀	32651047	36485838	0.89
tpcds_q80/duckdb:vortex-file-compressed	89989854	92021700	0.98
tpcds_q81/duckdb:vortex-file-compressed	31976036	34044935	0.94
tpcds_q82/duckdb:vortex-file-compressed 🚀	22410810	25378014	0.88
tpcds_q83/duckdb:vortex-file-compressed	29930748	27792005	1.08
tpcds_q84/duckdb:vortex-file-compressed	17400703	17159268	1.01
tpcds_q85/duckdb:vortex-file-compressed	46404627	47550287	0.98
tpcds_q86/duckdb:vortex-file-compressed	17672867	19019916	0.93
tpcds_q87/duckdb:vortex-file-compressed	38695054	39605029	0.98
tpcds_q88/duckdb:vortex-file-compressed	40686989	43817965	0.93
tpcds_q89/duckdb:vortex-file-compressed	18403496	18828956	0.98
tpcds_q90/duckdb:vortex-file-compressed	14953928	15214539	0.98
tpcds_q91/duckdb:vortex-file-compressed	27852043	27413186	1.02
tpcds_q92/duckdb:vortex-file-compressed 🚨	15679461	14093750	1.11
tpcds_q93/duckdb:vortex-file-compressed	29424236	30383475	0.97
tpcds_q94/duckdb:vortex-file-compressed 🚀	21696522	25098802	0.86
tpcds_q95/duckdb:vortex-file-compressed	156014527	155363416	1.00
tpcds_q96/duckdb:vortex-file-compressed 🚀	16234393	19356937	0.84
tpcds_q97/duckdb:vortex-file-compressed	37845921	39558962	0.96
tpcds_q98/duckdb:vortex-file-compressed	18201483	19527695	0.93
tpcds_q99/duckdb:vortex-file-compressed 🚀	32238441	39209430	0.82

duckdb / vortex-compact (0.943x ➖, 20↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	34855435	34480856	1.01
tpcds_q02/duckdb:vortex-compact	126054144	133584067	0.94
tpcds_q03/duckdb:vortex-compact	50906217	52255239	0.97
tpcds_q04/duckdb:vortex-compact	129659321	128761649	1.01
tpcds_q05/duckdb:vortex-compact	173406290	174789163	0.99
tpcds_q06/duckdb:vortex-compact	41499022	41609562	1.00
tpcds_q07/duckdb:vortex-compact	39330867	41154929	0.96
tpcds_q08/duckdb:vortex-compact	29414127	31765517	0.93
tpcds_q09/duckdb:vortex-compact	110047981	121602394	0.90
tpcds_q10/duckdb:vortex-compact 🚀	48843335	60558520	0.81
tpcds_q11/duckdb:vortex-compact	77343948	81951353	0.94
tpcds_q12/duckdb:vortex-compact	18966791	19504612	0.97
tpcds_q13/duckdb:vortex-compact	54959539	56058358	0.98
tpcds_q14/duckdb:vortex-compact	291950542	319562691	0.91
tpcds_q15/duckdb:vortex-compact	46196043	49797673	0.93
tpcds_q16/duckdb:vortex-compact 🚀	36022493	51939081	0.69
tpcds_q17/duckdb:vortex-compact 🚀	50967227	58113857	0.88
tpcds_q18/duckdb:vortex-compact	67631156	71390600	0.95
tpcds_q19/duckdb:vortex-compact	41050012	41876643	0.98
tpcds_q20/duckdb:vortex-compact	20029962	21565031	0.93
tpcds_q21/duckdb:vortex-compact	28169761	28682285	0.98
tpcds_q22/duckdb:vortex-compact	120855742	131922243	0.92
tpcds_q23/duckdb:vortex-compact	170099864	178128313	0.95
tpcds_q24/duckdb:vortex-compact	77105179	85123741	0.91
tpcds_q25/duckdb:vortex-compact 🚀	51453320	67939080	0.76
tpcds_q26/duckdb:vortex-compact	49410306	54866989	0.90
tpcds_q27/duckdb:vortex-compact	145052019	148266663	0.98
tpcds_q28/duckdb:vortex-compact	108592624	110191438	0.99
tpcds_q29/duckdb:vortex-compact	53054789	53729338	0.99
tpcds_q30/duckdb:vortex-compact	32917095	36192581	0.91
tpcds_q31/duckdb:vortex-compact 🚀	27939687	31119984	0.90
tpcds_q32/duckdb:vortex-compact	22644921	24360377	0.93
tpcds_q33/duckdb:vortex-compact	146009507	143472352	1.02
tpcds_q34/duckdb:vortex-compact 🚀	30077063	33765609	0.89
tpcds_q35/duckdb:vortex-compact 🚀	70877057	79613908	0.89
tpcds_q36/duckdb:vortex-compact	35463979	38406614	0.92
tpcds_q37/duckdb:vortex-compact	29729853	32461483	0.92
tpcds_q38/duckdb:vortex-compact 🚀	40413322	45988914	0.88
tpcds_q39/duckdb:vortex-compact	52563440	54530671	0.96
tpcds_q40/duckdb:vortex-compact 🚀	31479512	37775455	0.83
tpcds_q41/duckdb:vortex-compact	16947183	17509609	0.97
tpcds_q42/duckdb:vortex-compact	15744838	15869680	0.99
tpcds_q43/duckdb:vortex-compact 🚀	24866278	28877914	0.86
tpcds_q44/duckdb:vortex-compact 🚀	35381732	40145190	0.88
tpcds_q45/duckdb:vortex-compact	34743651	32929324	1.06
tpcds_q46/duckdb:vortex-compact	62268791	61286105	1.02
tpcds_q47/duckdb:vortex-compact	55771482	54713799	1.02
tpcds_q48/duckdb:vortex-compact	46250562	46339530	1.00
tpcds_q49/duckdb:vortex-compact	48650324	47719167	1.02
tpcds_q50/duckdb:vortex-compact	55470442	54797522	1.01
tpcds_q51/duckdb:vortex-compact	104657892	106649880	0.98
tpcds_q52/duckdb:vortex-compact	15334212	14863239	1.03
tpcds_q53/duckdb:vortex-compact	22837381	23178187	0.99
tpcds_q54/duckdb:vortex-compact	85218283	87206187	0.98
tpcds_q55/duckdb:vortex-compact	16135532	17025990	0.95
tpcds_q56/duckdb:vortex-compact	141323650	147280040	0.96
tpcds_q57/duckdb:vortex-compact	48621822	47868603	1.02
tpcds_q58/duckdb:vortex-compact	40470055	39889377	1.01
tpcds_q59/duckdb:vortex-compact	67977636	67322489	1.01
tpcds_q60/duckdb:vortex-compact	147025134	152747085	0.96
tpcds_q61/duckdb:vortex-compact	54050191	56675634	0.95
tpcds_q62/duckdb:vortex-compact 🚀	21507585	29507796	0.73
tpcds_q63/duckdb:vortex-compact	22454593	24662702	0.91
tpcds_q64/duckdb:vortex-compact	108009598	108346841	1.00
tpcds_q65/duckdb:vortex-compact	28152145	29586425	0.95
tpcds_q66/duckdb:vortex-compact	97162392	105440674	0.92
tpcds_q67/duckdb:vortex-compact	151046562	158874711	0.95
tpcds_q68/duckdb:vortex-compact	56560384	58297855	0.97
tpcds_q69/duckdb:vortex-compact	49045979	49635389	0.99
tpcds_q70/duckdb:vortex-compact	29404863	29462157	1.00
tpcds_q71/duckdb:vortex-compact	27413133	27455031	1.00
tpcds_q72/duckdb:vortex-compact	200766092	201589554	1.00
tpcds_q73/duckdb:vortex-compact	28755366	28626044	1.00
tpcds_q74/duckdb:vortex-compact	57490049	58447717	0.98
tpcds_q75/duckdb:vortex-compact	71415782	77695869	0.92
tpcds_q76/duckdb:vortex-compact 🚀	128231741	142815839	0.90
tpcds_q77/duckdb:vortex-compact 🚀	138522077	156592925	0.88
tpcds_q78/duckdb:vortex-compact 🚀	89006126	114895923	0.77
tpcds_q79/duckdb:vortex-compact 🚀	61644188	70929267	0.87
tpcds_q80/duckdb:vortex-compact	166828359	179358287	0.93
tpcds_q81/duckdb:vortex-compact 🚀	38819320	44400372	0.87
tpcds_q82/duckdb:vortex-compact	31707090	34102363	0.93
tpcds_q83/duckdb:vortex-compact	44831277	46437656	0.97
tpcds_q84/duckdb:vortex-compact	21115474	22532719	0.94
tpcds_q85/duckdb:vortex-compact	61079085	63835356	0.96
tpcds_q86/duckdb:vortex-compact 🚨	24096449	21540897	1.12
tpcds_q87/duckdb:vortex-compact	44549036	44908109	0.99
tpcds_q88/duckdb:vortex-compact	45663417	45214557	1.01
tpcds_q89/duckdb:vortex-compact	23667323	23347174	1.01
tpcds_q90/duckdb:vortex-compact	16099130	16175007	1.00
tpcds_q91/duckdb:vortex-compact	46702579	47378369	0.99
tpcds_q92/duckdb:vortex-compact 🚀	20156229	22751605	0.89
tpcds_q93/duckdb:vortex-compact	37462649	39402207	0.95
tpcds_q94/duckdb:vortex-compact	27448781	29027327	0.95
tpcds_q95/duckdb:vortex-compact	164891955	165771199	0.99
tpcds_q96/duckdb:vortex-compact 🚨	23791637	20028661	1.19
tpcds_q97/duckdb:vortex-compact	43895099	45657209	0.96
tpcds_q98/duckdb:vortex-compact 🚀	23031967	32630755	0.71
tpcds_q99/duckdb:vortex-compact 🚀	35946114	42452097	0.85

duckdb / parquet (0.932x ➖, 22↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚀	45167521	59134889	0.76
tpcds_q02/duckdb:parquet	61058693	61493057	0.99
tpcds_q03/duckdb:parquet	11867137	12261748	0.97
tpcds_q04/duckdb:parquet	127483347	133129647	0.96
tpcds_q05/duckdb:parquet	72560647	76570925	0.95
tpcds_q06/duckdb:parquet	28598329	29893736	0.96
tpcds_q07/duckdb:parquet 🚀	22997402	28553197	0.81
tpcds_q08/duckdb:parquet 🚀	28148706	37214559	0.76
tpcds_q09/duckdb:parquet	39898961	39865067	1.00
tpcds_q10/duckdb:parquet	34969432	36175993	0.97
tpcds_q11/duckdb:parquet 🚀	87993378	108521328	0.81
tpcds_q12/duckdb:parquet 🚀	14380660	20037241	0.72
tpcds_q13/duckdb:parquet	33846120	33071918	1.02
tpcds_q14/duckdb:parquet	161926438	158087759	1.02
tpcds_q15/duckdb:parquet 🚀	30928195	37194198	0.83
tpcds_q16/duckdb:parquet 🚀	22292977	29016175	0.77
tpcds_q17/duckdb:parquet	38349002	38791147	0.99
tpcds_q18/duckdb:parquet	46619978	46353329	1.01
tpcds_q19/duckdb:parquet	30843071	30041530	1.03
tpcds_q20/duckdb:parquet 🚀	15659228	21494837	0.73
tpcds_q21/duckdb:parquet 🚀	11161191	13471706	0.83
tpcds_q22/duckdb:parquet	68502488	70719757	0.97
tpcds_q23/duckdb:parquet	114958311	121408876	0.95
tpcds_q24/duckdb:parquet	44589781	46041078	0.97
tpcds_q25/duckdb:parquet	32251935	32637012	0.99
tpcds_q26/duckdb:parquet	38351146	40166538	0.95
tpcds_q27/duckdb:parquet	88494177	89934242	0.98
tpcds_q28/duckdb:parquet	37183278	37516189	0.99
tpcds_q29/duckdb:parquet	36899789	40861501	0.90
tpcds_q30/duckdb:parquet 🚀	39687952	49154567	0.81
tpcds_q31/duckdb:parquet	22692222	24027343	0.94
tpcds_q32/duckdb:parquet	11883124	12592010	0.94
tpcds_q33/duckdb:parquet	73795202	71756597	1.03
tpcds_q34/duckdb:parquet 🚀	21993380	27546835	0.80
tpcds_q35/duckdb:parquet 🚀	60612506	76302643	0.79
tpcds_q36/duckdb:parquet	20276535	22034646	0.92
tpcds_q37/duckdb:parquet	13367572	13355594	1.00
tpcds_q38/duckdb:parquet	33649044	35636599	0.94
tpcds_q39/duckdb:parquet 🚀	32995064	43040749	0.77
tpcds_q40/duckdb:parquet 🚀	18359220	25850542	0.71
tpcds_q41/duckdb:parquet 🚀	7465944	11005357	0.68
tpcds_q42/duckdb:parquet	10343366	10390677	1.00
tpcds_q43/duckdb:parquet	15344871	16991368	0.90
tpcds_q44/duckdb:parquet	21017899	22325448	0.94
tpcds_q45/duckdb:parquet	27025072	28148871	0.96
tpcds_q46/duckdb:parquet 🚀	46250899	57168978	0.81
tpcds_q47/duckdb:parquet 🚀	45712371	64452111	0.71
tpcds_q48/duckdb:parquet	31696182	31689769	1.00
tpcds_q49/duckdb:parquet 🚀	23783765	26879974	0.88
tpcds_q50/duckdb:parquet	25040973	25473349	0.98
tpcds_q51/duckdb:parquet 🚀	94335596	124557270	0.76
tpcds_q52/duckdb:parquet	11052866	11223212	0.98
tpcds_q53/duckdb:parquet	16411386	15782586	1.04
tpcds_q54/duckdb:parquet	40933063	43727535	0.94
tpcds_q55/duckdb:parquet	10896592	11075715	0.98
tpcds_q56/duckdb:parquet	69094124	71121528	0.97
tpcds_q57/duckdb:parquet 🚀	35395399	47747994	0.74
tpcds_q58/duckdb:parquet	21800796	21339351	1.02
tpcds_q59/duckdb:parquet	36632335	36365367	1.01
tpcds_q60/duckdb:parquet	75349614	74117613	1.02
tpcds_q61/duckdb:parquet 🚀	30843163	35783619	0.86
tpcds_q62/duckdb:parquet	12849030	12974202	0.99
tpcds_q63/duckdb:parquet	15789327	15958602	0.99
tpcds_q64/duckdb:parquet	74031071	75716583	0.98
tpcds_q65/duckdb:parquet 🚀	20766191	23730829	0.88
tpcds_q66/duckdb:parquet	56574163	56571447	1.00
tpcds_q67/duckdb:parquet	140019903	146052298	0.96
tpcds_q68/duckdb:parquet	38219158	38805672	0.98
tpcds_q69/duckdb:parquet	38559603	39421671	0.98
tpcds_q70/duckdb:parquet	20530335	21012335	0.98
tpcds_q71/duckdb:parquet	19162074	17938195	1.07
tpcds_q72/duckdb:parquet	166046737	166456924	1.00
tpcds_q73/duckdb:parquet	18532938	17982724	1.03
tpcds_q74/duckdb:parquet	50744755	50642837	1.00
tpcds_q75/duckdb:parquet	54405013	52917065	1.03
tpcds_q76/duckdb:parquet	70935308	71706478	0.99
tpcds_q77/duckdb:parquet	64143010	63817746	1.01
tpcds_q78/duckdb:parquet	76662155	80296244	0.95
tpcds_q79/duckdb:parquet	27977854	28427909	0.98
tpcds_q80/duckdb:parquet	86311865	84647659	1.02
tpcds_q81/duckdb:parquet	47527881	46744629	1.02
tpcds_q82/duckdb:parquet	16300199	17213151	0.95
tpcds_q83/duckdb:parquet	16917354	16949754	1.00
tpcds_q84/duckdb:parquet	19456615	20528043	0.95
tpcds_q85/duckdb:parquet	40242925	40680197	0.99
tpcds_q86/duckdb:parquet	12447157	13101912	0.95
tpcds_q87/duckdb:parquet	38702375	38263829	1.01
tpcds_q88/duckdb:parquet	29670684	29696466	1.00
tpcds_q89/duckdb:parquet	17462088	18119416	0.96
tpcds_q90/duckdb:parquet	7628572	7616660	1.00
tpcds_q91/duckdb:parquet	22650753	23520748	0.96
tpcds_q92/duckdb:parquet	12234656	12608541	0.97
tpcds_q93/duckdb:parquet	30473180	29655635	1.03
tpcds_q94/duckdb:parquet	16737323	18430165	0.91
tpcds_q95/duckdb:parquet	134707665	135954870	0.99
tpcds_q96/duckdb:parquet	9433240	10372163	0.91
tpcds_q97/duckdb:parquet	35399558	35856518	0.99
tpcds_q98/duckdb:parquet	18588855	18640581	1.00
tpcds_q99/duckdb:parquet	20043261	20321813	0.99

duckdb / duckdb (0.932x ➖, 22↑ 1↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20361704	19278697	1.06
tpcds_q02/duckdb:duckdb 🚀	16920361	19595047	0.86
tpcds_q03/duckdb:duckdb 🚀	8311190	12084145	0.69
tpcds_q04/duckdb:duckdb	162923174	165715624	0.98
tpcds_q05/duckdb:duckdb 🚀	18754658	23591232	0.79
tpcds_q06/duckdb:duckdb	22467406	21927996	1.02
tpcds_q07/duckdb:duckdb	39093638	38617414	1.01
tpcds_q08/duckdb:duckdb	120974490	123915706	0.98
tpcds_q09/duckdb:duckdb	19517885	19580991	1.00
tpcds_q10/duckdb:duckdb	22655952	23900089	0.95
tpcds_q11/duckdb:duckdb	141751266	145713715	0.97
tpcds_q12/duckdb:duckdb	10690247	11394415	0.94
tpcds_q13/duckdb:duckdb	23689324	24000418	0.99
tpcds_q14/duckdb:duckdb	94713436	94871472	1.00
tpcds_q15/duckdb:duckdb 🚀	24291238	33858947	0.72
tpcds_q16/duckdb:duckdb	17288584	18652582	0.93
tpcds_q17/duckdb:duckdb	22532925	21174331	1.06
tpcds_q18/duckdb:duckdb	45441416	44468452	1.02
tpcds_q19/duckdb:duckdb	16320858	16400633	1.00
tpcds_q20/duckdb:duckdb 🚀	11231303	12717715	0.88
tpcds_q21/duckdb:duckdb 🚀	6499057	10560432	0.62
tpcds_q22/duckdb:duckdb	61015787	66974225	0.91
tpcds_q23/duckdb:duckdb	81121266	81812184	0.99
tpcds_q24/duckdb:duckdb 🚀	23573550	30719270	0.77
tpcds_q25/duckdb:duckdb 🚀	16668906	23215291	0.72
tpcds_q26/duckdb:duckdb	24028552	26551755	0.90
tpcds_q27/duckdb:duckdb	40265753	41362721	0.97
tpcds_q28/duckdb:duckdb	21249398	22016099	0.97
tpcds_q29/duckdb:duckdb 🚀	20326171	26789295	0.76
tpcds_q30/duckdb:duckdb 🚀	28173923	37572308	0.75
tpcds_q31/duckdb:duckdb	18950355	20282748	0.93
tpcds_q32/duckdb:duckdb	7442326	7755216	0.96
tpcds_q33/duckdb:duckdb	13028070	12678963	1.03
tpcds_q34/duckdb:duckdb	14969703	16080939	0.93
tpcds_q35/duckdb:duckdb 🚀	32687927	42785489	0.76
tpcds_q36/duckdb:duckdb	67650435	73947072	0.91
tpcds_q37/duckdb:duckdb	7598652	7753557	0.98
tpcds_q38/duckdb:duckdb	31321199	29755746	1.05
tpcds_q39/duckdb:duckdb 🚀	25706882	32448638	0.79
tpcds_q40/duckdb:duckdb 🚀	14758166	19425231	0.76
tpcds_q41/duckdb:duckdb 🚀	8141848	11400255	0.71
tpcds_q42/duckdb:duckdb	6122708	6224600	0.98
tpcds_q43/duckdb:duckdb	11164614	11383204	0.98
tpcds_q44/duckdb:duckdb	13651401	13869191	0.98
tpcds_q45/duckdb:duckdb	17416941	17411992	1.00
tpcds_q46/duckdb:duckdb	35143971	36391561	0.97
tpcds_q47/duckdb:duckdb	40704373	39622122	1.03
tpcds_q48/duckdb:duckdb	21384578	21417892	1.00
tpcds_q49/duckdb:duckdb	16451899	17594246	0.94
tpcds_q50/duckdb:duckdb 🚀	14013920	17891682	0.78
tpcds_q51/duckdb:duckdb	90259315	96119503	0.94
tpcds_q52/duckdb:duckdb	7324886	7396323	0.99
tpcds_q53/duckdb:duckdb	11771410	11899357	0.99
tpcds_q54/duckdb:duckdb 🚀	15863285	18129624	0.87
tpcds_q55/duckdb:duckdb 🚀	6767433	7843926	0.86
tpcds_q56/duckdb:duckdb	13604623	13990147	0.97
tpcds_q57/duckdb:duckdb	31123998	32859682	0.95
tpcds_q58/duckdb:duckdb	11699047	12933792	0.90
tpcds_q59/duckdb:duckdb	35131018	36022970	0.98
tpcds_q60/duckdb:duckdb 🚀	13798855	17592927	0.78
tpcds_q61/duckdb:duckdb	13812843	14680803	0.94
tpcds_q62/duckdb:duckdb	9259035	10230142	0.91
tpcds_q63/duckdb:duckdb	11343652	11546881	0.98
tpcds_q64/duckdb:duckdb	53188407	55617635	0.96
tpcds_q65/duckdb:duckdb 🚀	31813053	40168322	0.79
tpcds_q66/duckdb:duckdb	24169701	25222435	0.96
tpcds_q67/duckdb:duckdb	127250562	129569251	0.98
tpcds_q68/duckdb:duckdb	24810356	24919791	1.00
tpcds_q69/duckdb:duckdb	23401040	23814419	0.98
tpcds_q70/duckdb:duckdb	13799275	14617581	0.94
tpcds_q71/duckdb:duckdb	12692533	13836104	0.92
tpcds_q72/duckdb:duckdb	43129157	43524687	0.99
tpcds_q73/duckdb:duckdb	10757713	11548639	0.93
tpcds_q74/duckdb:duckdb	97736501	99075884	0.99
tpcds_q75/duckdb:duckdb	42621037	40857637	1.04
tpcds_q76/duckdb:duckdb 🚀	11048664	12318599	0.90
tpcds_q77/duckdb:duckdb	12134316	11753185	1.03
tpcds_q78/duckdb:duckdb	62864446	61423628	1.02
tpcds_q79/duckdb:duckdb	17581775	17605600	1.00
tpcds_q80/duckdb:duckdb	28586955	29016470	0.99
tpcds_q81/duckdb:duckdb	37714792	37719866	1.00
tpcds_q82/duckdb:duckdb	8408222	9173874	0.92
tpcds_q83/duckdb:duckdb	9039062	9591489	0.94
tpcds_q84/duckdb:duckdb	13334375	14175780	0.94
tpcds_q85/duckdb:duckdb	22830151	23766644	0.96
tpcds_q86/duckdb:duckdb	11470967	10912822	1.05
tpcds_q87/duckdb:duckdb	33842615	33262825	1.02
tpcds_q88/duckdb:duckdb	23949158	24783168	0.97
tpcds_q89/duckdb:duckdb	13551673	12826218	1.06
tpcds_q90/duckdb:duckdb	5671848	5400782	1.05
tpcds_q91/duckdb:duckdb	12989530	13473626	0.96
tpcds_q92/duckdb:duckdb	9124132	9033344	1.01
tpcds_q93/duckdb:duckdb 🚀	20773627	24018241	0.86
tpcds_q94/duckdb:duckdb	12576927	13719886	0.92
tpcds_q95/duckdb:duckdb 🚨	130081984	108999877	1.19
tpcds_q96/duckdb:duckdb	4330779	4665637	0.93
tpcds_q97/duckdb:duckdb	29272518	32054080	0.91
tpcds_q98/duckdb:duckdb 🚀	12964503	14787192	0.88
tpcds_q99/duckdb:duckdb	16558621	16070232	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-2.2%	-11.4%	+10.3%	+16.2%	➖ noise
1	datafusion:vortex-file-compressed	-34.3%	-11.4%	-25.9%	+16.2%	✅ faster
1	duckdb:duckdb	+5.6%	-11.4%	+19.2%	+22.9%	➖ noise
1	duckdb:vortex-compact	+1.1%	-11.4%	+14.1%	+16.2%	➖ noise
1	duckdb:vortex-file-compressed	+4.4%	-11.4%	+17.7%	+16.2%	🚨 regression
2	datafusion:vortex-compact	+0.7%	-2.1%	+2.9%	+16.2%	➖ noise
2	datafusion:vortex-file-compressed	-2.8%	-2.1%	-0.7%	+16.3%	➖ noise
2	duckdb:duckdb	-13.6%	-2.1%	-11.8%	+19.6%	➖ noise
2	duckdb:vortex-compact	-5.6%	-2.1%	-3.6%	+16.2%	➖ noise
2	duckdb:vortex-file-compressed	-3.6%	-2.1%	-1.5%	+16.2%	➖ noise
3	datafusion:vortex-compact	-12.6%	+1.4%	-13.8%	+17.0%	➖ noise
3	datafusion:vortex-file-compressed	-7.9%	+1.4%	-9.2%	+16.2%	➖ noise
3	duckdb:duckdb	-31.2%	+1.4%	-32.2%	+19.0%	✅ faster
3	duckdb:vortex-compact	-2.6%	+1.4%	-3.9%	+17.1%	➖ noise
3	duckdb:vortex-file-compressed	-9.9%	+1.4%	-11.1%	+16.2%	➖ noise
4	datafusion:vortex-compact	-9.8%	-3.2%	-6.8%	+16.2%	➖ noise
4	datafusion:vortex-file-compressed	-11.9%	-3.2%	-9.0%	+25.6%	➖ noise
4	duckdb:duckdb	-1.7%	-3.2%	+1.5%	+16.6%	➖ noise
4	duckdb:vortex-compact	+0.7%	-3.2%	+4.0%	+16.2%	➖ noise
4	duckdb:vortex-file-compressed	-0.2%	-3.2%	+3.0%	+16.2%	➖ noise
5	datafusion:vortex-compact	-15.1%	-3.3%	-12.1%	+16.2%	➖ noise
5	datafusion:vortex-file-compressed	-5.5%	-3.3%	-2.3%	+16.2%	➖ noise
5	duckdb:duckdb	-20.5%	-3.3%	-17.8%	+23.4%	➖ noise
5	duckdb:vortex-compact	-0.8%	-3.3%	+2.6%	+16.2%	➖ noise
5	duckdb:vortex-file-compressed	-7.2%	-3.3%	-4.0%	+16.2%	➖ noise
6	datafusion:vortex-compact	-5.3%	-2.2%	-3.1%	+16.9%	➖ noise
6	datafusion:vortex-file-compressed	-4.7%	-2.2%	-2.5%	+16.2%	➖ noise
6	duckdb:duckdb	+2.5%	-2.2%	+4.8%	+16.2%	➖ noise
6	duckdb:vortex-compact	-0.3%	-2.2%	+2.0%	+16.2%	➖ noise
6	duckdb:vortex-file-compressed	-6.0%	-2.2%	-3.9%	+16.2%	➖ noise
7	datafusion:vortex-compact	-13.2%	-8.4%	-5.3%	+16.2%	➖ noise
7	datafusion:vortex-file-compressed	-20.1%	-8.4%	-12.8%	+22.7%	➖ noise
7	duckdb:duckdb	+1.2%	-8.4%	+10.5%	+19.8%	➖ noise
7	duckdb:vortex-compact	-4.4%	-8.4%	+4.3%	+16.2%	➖ noise
7	duckdb:vortex-file-compressed	-17.3%	-8.4%	-9.8%	+16.2%	➖ noise
8	datafusion:vortex-compact	-8.4%	-10.0%	+1.9%	+16.2%	➖ noise
8	datafusion:vortex-file-compressed	-28.0%	-10.0%	-19.9%	+16.2%	✅ faster
8	duckdb:duckdb	-2.4%	-10.0%	+8.5%	+16.2%	➖ noise
8	duckdb:vortex-compact	-7.4%	-10.0%	+2.9%	+16.2%	➖ noise
8	duckdb:vortex-file-compressed	-3.8%	-10.0%	+7.0%	+16.2%	➖ noise
9	datafusion:vortex-compact	-15.4%	+0.0%	-15.4%	+16.2%	✅ faster
9	datafusion:vortex-file-compressed	-2.1%	+0.0%	-2.1%	+28.8%	➖ noise
9	duckdb:duckdb	-0.3%	+0.0%	-0.3%	+16.2%	➖ noise
9	duckdb:vortex-compact	-9.5%	+0.0%	-9.5%	+16.2%	➖ noise
9	duckdb:vortex-file-compressed	-5.2%	+0.0%	-5.2%	+16.2%	➖ noise
10	datafusion:vortex-compact	+0.3%	-2.6%	+3.0%	+16.2%	➖ noise
10	datafusion:vortex-file-compressed	-0.6%	-2.6%	+2.1%	+16.2%	➖ noise
10	duckdb:duckdb	-5.2%	-2.6%	-2.6%	+16.2%	➖ noise
10	duckdb:vortex-compact	-19.3%	-2.6%	-17.2%	+16.2%	✅ faster
10	duckdb:vortex-file-compressed	+0.1%	-2.6%	+2.8%	+16.2%	➖ noise
11	datafusion:vortex-compact	-12.0%	-12.1%	+0.2%	+16.2%	➖ noise
11	datafusion:vortex-file-compressed	-7.0%	-12.1%	+5.8%	+21.4%	➖ noise
11	duckdb:duckdb	-2.7%	-12.1%	+10.7%	+16.2%	➖ noise
11	duckdb:vortex-compact	-5.6%	-12.1%	+7.4%	+16.2%	➖ noise
11	duckdb:vortex-file-compressed	-2.1%	-12.1%	+11.4%	+16.2%	➖ noise
12	datafusion:vortex-compact	-18.4%	-17.9%	-0.6%	+17.3%	➖ noise
12	datafusion:vortex-file-compressed	-1.5%	-17.9%	+19.9%	+16.2%	🚨 regression
12	duckdb:duckdb	-6.2%	-17.9%	+14.2%	+16.2%	➖ noise
12	duckdb:vortex-compact	-2.8%	-17.9%	+18.4%	+17.3%	🚨 regression
12	duckdb:vortex-file-compressed	+7.9%	-17.9%	+31.4%	+17.7%	🚨 regression
13	datafusion:vortex-compact	-7.8%	-1.6%	-6.3%	+16.2%	➖ noise
13	datafusion:vortex-file-compressed	-2.9%	-1.6%	-1.3%	+16.2%	➖ noise
13	duckdb:duckdb	-1.3%	-1.6%	+0.3%	+16.2%	➖ noise
13	duckdb:vortex-compact	-2.0%	-1.6%	-0.4%	+16.2%	➖ noise
13	duckdb:vortex-file-compressed	-3.0%	-1.6%	-1.4%	+16.2%	➖ noise
14	datafusion:vortex-compact	-12.6%	+1.5%	-13.9%	+16.2%	➖ noise
14	datafusion:vortex-file-compressed	-5.7%	+1.5%	-7.0%	+16.2%	➖ noise
14	duckdb:duckdb	-0.2%	+1.5%	-1.6%	+16.2%	➖ noise
14	duckdb:vortex-compact	-8.6%	+1.5%	-10.0%	+16.2%	➖ noise
14	duckdb:vortex-file-compressed	+2.0%	+1.5%	+0.6%	+16.2%	➖ noise
15	datafusion:vortex-compact	-20.7%	-9.2%	-12.6%	+16.2%	➖ noise
15	datafusion:vortex-file-compressed	-4.7%	-9.2%	+5.0%	+16.2%	➖ noise
15	duckdb:duckdb	-28.3%	-9.2%	-21.0%	+19.1%	✅ faster
15	duckdb:vortex-compact	-7.2%	-9.2%	+2.2%	+17.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.6%	-9.2%	+7.4%	+16.4%	➖ noise
16	datafusion:vortex-compact	-3.7%	-13.7%	+11.5%	+16.2%	➖ noise
16	datafusion:vortex-file-compressed	-0.8%	-13.7%	+14.9%	+16.2%	➖ noise
16	duckdb:duckdb	-7.3%	-13.7%	+7.4%	+24.5%	➖ noise
16	duckdb:vortex-compact	-30.6%	-13.7%	-19.7%	+19.2%	✅ faster
16	duckdb:vortex-file-compressed	-5.2%	-13.7%	+9.8%	+16.2%	➖ noise
17	datafusion:vortex-compact	-3.9%	+1.5%	-5.3%	+16.2%	➖ noise
17	datafusion:vortex-file-compressed	-2.6%	+1.5%	-4.0%	+16.2%	➖ noise
17	duckdb:duckdb	+6.4%	+1.5%	+4.9%	+16.2%	➖ noise
17	duckdb:vortex-compact	-12.3%	+1.5%	-13.6%	+17.4%	➖ noise
17	duckdb:vortex-file-compressed	-7.8%	+1.5%	-9.2%	+16.2%	➖ noise
18	datafusion:vortex-compact	-13.4%	+1.4%	-14.6%	+16.2%	✅ faster
18	datafusion:vortex-file-compressed	-20.3%	+1.4%	-21.4%	+16.2%	✅ faster
18	duckdb:duckdb	+2.2%	+1.4%	+0.8%	+16.2%	➖ noise
18	duckdb:vortex-compact	-5.3%	+1.4%	-6.5%	+16.2%	➖ noise
18	duckdb:vortex-file-compressed	-8.4%	+1.4%	-9.6%	+16.2%	➖ noise
19	datafusion:vortex-compact	-12.8%	+1.9%	-14.4%	+16.2%	✅ faster
19	datafusion:vortex-file-compressed	+2.2%	+1.9%	+0.3%	+16.2%	➖ noise
19	duckdb:duckdb	-0.5%	+1.9%	-2.4%	+16.2%	➖ noise
19	duckdb:vortex-compact	-2.0%	+1.9%	-3.8%	+16.2%	➖ noise
19	duckdb:vortex-file-compressed	-11.6%	+1.9%	-13.3%	+16.2%	➖ noise
20	datafusion:vortex-compact	-5.6%	-14.7%	+10.7%	+16.2%	➖ noise
20	datafusion:vortex-file-compressed	-1.1%	-14.7%	+16.0%	+16.2%	➖ noise
20	duckdb:duckdb	-11.7%	-14.7%	+3.6%	+16.2%	➖ noise
20	duckdb:vortex-compact	-7.1%	-14.7%	+8.9%	+16.2%	➖ noise
20	duckdb:vortex-file-compressed	-11.1%	-14.7%	+4.3%	+16.2%	➖ noise
21	datafusion:vortex-compact	-10.3%	-11.3%	+1.1%	+16.2%	➖ noise
21	datafusion:vortex-file-compressed	-14.8%	-11.3%	-3.9%	+19.4%	➖ noise
21	duckdb:duckdb	-38.5%	-11.3%	-30.6%	+18.4%	✅ faster
21	duckdb:vortex-compact	-1.8%	-11.3%	+10.7%	+16.2%	➖ noise
21	duckdb:vortex-file-compressed	+2.8%	-11.3%	+15.8%	+16.7%	➖ noise
22	datafusion:vortex-compact	-14.4%	-6.7%	-8.3%	+16.2%	➖ noise
22	datafusion:vortex-file-compressed	-1.8%	-6.7%	+5.2%	+16.2%	➖ noise
22	duckdb:duckdb	-8.9%	-6.7%	-2.4%	+38.3%	➖ noise
22	duckdb:vortex-compact	-8.4%	-6.7%	-1.9%	+26.7%	➖ noise
22	duckdb:vortex-file-compressed	-2.6%	-6.7%	+4.3%	+16.2%	➖ noise
23	datafusion:vortex-compact	-8.5%	-3.4%	-5.3%	+16.2%	➖ noise
23	datafusion:vortex-file-compressed	-5.2%	-3.4%	-1.8%	+18.0%	➖ noise
23	duckdb:duckdb	-0.8%	-3.4%	+2.6%	+16.2%	➖ noise
23	duckdb:vortex-compact	-4.5%	-3.4%	-1.1%	+16.2%	➖ noise
23	duckdb:vortex-file-compressed	+6.0%	-3.4%	+9.7%	+16.2%	➖ noise
24	datafusion:vortex-compact	-11.9%	-1.4%	-10.6%	+16.2%	➖ noise
24	datafusion:vortex-file-compressed	-7.8%	-1.4%	-6.5%	+16.2%	➖ noise
24	duckdb:duckdb	-23.3%	-1.4%	-22.1%	+16.2%	✅ faster
24	duckdb:vortex-compact	-9.4%	-1.4%	-8.1%	+20.0%	➖ noise
24	duckdb:vortex-file-compressed	-2.1%	-1.4%	-0.6%	+16.2%	➖ noise
25	datafusion:vortex-compact	-17.3%	+0.0%	-17.4%	+16.2%	✅ faster
25	datafusion:vortex-file-compressed	-0.4%	+0.0%	-0.5%	+16.2%	➖ noise
25	duckdb:duckdb	-28.2%	+0.0%	-28.2%	+16.2%	✅ faster
25	duckdb:vortex-compact	-24.3%	+0.0%	-24.3%	+16.2%	✅ faster
25	duckdb:vortex-file-compressed	-8.1%	+0.0%	-8.1%	+16.2%	➖ noise
26	datafusion:vortex-compact	-5.5%	-2.5%	-3.1%	+19.8%	➖ noise
26	datafusion:vortex-file-compressed	-17.5%	-2.5%	-15.4%	+16.2%	✅ faster
26	duckdb:duckdb	-9.5%	-2.5%	-7.2%	+19.8%	➖ noise
26	duckdb:vortex-compact	-9.9%	-2.5%	-7.7%	+16.2%	➖ noise
26	duckdb:vortex-file-compressed	+0.2%	-2.5%	+2.7%	+16.2%	➖ noise
27	datafusion:vortex-compact	-5.2%	-2.6%	-2.8%	+16.2%	➖ noise
27	datafusion:vortex-file-compressed	-6.0%	-2.6%	-3.5%	+16.2%	➖ noise
27	duckdb:duckdb	-2.7%	-2.6%	-0.1%	+21.0%	➖ noise
27	duckdb:vortex-compact	-2.2%	-2.6%	+0.4%	+16.2%	➖ noise
27	duckdb:vortex-file-compressed	-2.3%	-2.6%	+0.3%	+16.2%	➖ noise
28	datafusion:vortex-compact	-2.4%	-0.4%	-2.0%	+16.2%	➖ noise
28	datafusion:vortex-file-compressed	+1.1%	-0.4%	+1.4%	+16.2%	➖ noise
28	duckdb:duckdb	-3.5%	-0.4%	-3.1%	+16.2%	➖ noise
28	duckdb:vortex-compact	-1.5%	-0.4%	-1.1%	+16.2%	➖ noise
28	duckdb:vortex-file-compressed	-2.8%	-0.4%	-2.4%	+16.2%	➖ noise
29	datafusion:vortex-compact	+5.0%	-3.8%	+9.1%	+16.2%	➖ noise
29	datafusion:vortex-file-compressed	-21.6%	-3.8%	-18.6%	+16.2%	✅ faster
29	duckdb:duckdb	-24.1%	-3.8%	-21.2%	+16.2%	✅ faster
29	duckdb:vortex-compact	-1.3%	-3.8%	+2.6%	+16.2%	➖ noise
29	duckdb:vortex-file-compressed	+0.6%	-3.8%	+4.5%	+16.8%	➖ noise
30	datafusion:vortex-compact	-0.0%	-10.3%	+11.4%	+16.2%	➖ noise
30	datafusion:vortex-file-compressed	-10.5%	-10.3%	-0.2%	+18.8%	➖ noise
30	duckdb:duckdb	-25.0%	-10.3%	-16.4%	+16.2%	✅ faster
30	duckdb:vortex-compact	-9.1%	-10.3%	+1.4%	+16.3%	➖ noise
30	duckdb:vortex-file-compressed	-6.5%	-10.3%	+4.2%	+16.2%	➖ noise
31	datafusion:vortex-compact	-3.6%	-3.3%	-0.4%	+16.2%	➖ noise
31	datafusion:vortex-file-compressed	-3.7%	-3.3%	-0.5%	+16.2%	➖ noise
31	duckdb:duckdb	-6.6%	-3.3%	-3.4%	+16.2%	➖ noise
31	duckdb:vortex-compact	-10.2%	-3.3%	-7.2%	+16.2%	➖ noise
31	duckdb:vortex-file-compressed	-3.4%	-3.3%	-0.2%	+16.2%	➖ noise
32	datafusion:vortex-compact	-15.2%	-2.8%	-12.8%	+16.2%	➖ noise
32	datafusion:vortex-file-compressed	-4.4%	-2.8%	-1.7%	+16.2%	➖ noise
32	duckdb:duckdb	-4.0%	-2.8%	-1.3%	+23.9%	➖ noise
32	duckdb:vortex-compact	-7.0%	-2.8%	-4.4%	+18.9%	➖ noise
32	duckdb:vortex-file-compressed	+10.7%	-2.8%	+13.8%	+17.1%	➖ noise
33	datafusion:vortex-compact	-7.5%	+1.9%	-9.2%	+16.2%	➖ noise
33	datafusion:vortex-file-compressed	-10.7%	+1.9%	-12.4%	+16.2%	➖ noise
33	duckdb:duckdb	+2.8%	+1.9%	+0.9%	+16.2%	➖ noise
33	duckdb:vortex-compact	+1.8%	+1.9%	-0.1%	+17.6%	➖ noise
33	duckdb:vortex-file-compressed	+2.1%	+1.9%	+0.2%	+16.2%	➖ noise
34	datafusion:vortex-compact	-4.5%	-12.7%	+9.4%	+16.2%	➖ noise
34	datafusion:vortex-file-compressed	-33.3%	-12.7%	-23.6%	+16.2%	✅ faster
34	duckdb:duckdb	-6.9%	-12.7%	+6.6%	+16.2%	➖ noise
34	duckdb:vortex-compact	-10.9%	-12.7%	+2.0%	+16.2%	➖ noise
34	duckdb:vortex-file-compressed	-9.9%	-12.7%	+3.2%	+16.2%	➖ noise
35	datafusion:vortex-compact	-2.9%	-11.7%	+10.0%	+16.2%	➖ noise
35	datafusion:vortex-file-compressed	-25.7%	-11.7%	-15.8%	+16.2%	✅ faster
35	duckdb:duckdb	-23.6%	-11.7%	-13.4%	+16.3%	➖ noise
35	duckdb:vortex-compact	-11.0%	-11.7%	+0.9%	+19.4%	➖ noise
35	duckdb:vortex-file-compressed	-8.0%	-11.7%	+4.3%	+16.4%	➖ noise
36	datafusion:vortex-compact	-6.8%	-4.0%	-2.9%	+16.2%	➖ noise
36	datafusion:vortex-file-compressed	-6.9%	-4.0%	-3.0%	+16.2%	➖ noise
36	duckdb:duckdb	-8.5%	-4.0%	-4.7%	+16.2%	➖ noise
36	duckdb:vortex-compact	-7.7%	-4.0%	-3.8%	+16.2%	➖ noise
36	duckdb:vortex-file-compressed	+3.6%	-4.0%	+7.9%	+16.2%	➖ noise
37	datafusion:vortex-compact	+0.1%	+1.6%	-1.5%	+16.2%	➖ noise
37	datafusion:vortex-file-compressed	+0.8%	+1.6%	-0.8%	+16.2%	➖ noise
37	duckdb:duckdb	-2.0%	+1.6%	-3.6%	+27.1%	➖ noise
37	duckdb:vortex-compact	-8.4%	+1.6%	-9.9%	+19.6%	➖ noise
37	duckdb:vortex-file-compressed	-9.1%	+1.6%	-10.6%	+28.4%	➖ noise
38	datafusion:vortex-compact	-7.6%	-3.7%	-4.1%	+16.2%	➖ noise
38	datafusion:vortex-file-compressed	-2.7%	-3.7%	+1.0%	+16.2%	➖ noise
38	duckdb:duckdb	+5.3%	-3.7%	+9.3%	+16.2%	➖ noise
38	duckdb:vortex-compact	-12.1%	-3.7%	-8.8%	+19.1%	➖ noise
38	duckdb:vortex-file-compressed	+5.5%	-3.7%	+9.5%	+16.2%	➖ noise
39	datafusion:vortex-compact	-1.2%	-11.3%	+11.4%	+19.3%	➖ noise
39	datafusion:vortex-file-compressed	-16.1%	-11.3%	-5.4%	+29.7%	➖ noise
39	duckdb:duckdb	-20.8%	-11.3%	-10.7%	+24.4%	➖ noise
39	duckdb:vortex-compact	-3.6%	-11.3%	+8.7%	+16.2%	➖ noise
39	duckdb:vortex-file-compressed	-2.8%	-11.3%	+9.6%	+16.2%	➖ noise
40	datafusion:vortex-compact	-1.4%	-15.8%	+17.1%	+16.2%	🚨 regression
40	datafusion:vortex-file-compressed	+3.7%	-15.8%	+23.1%	+16.2%	🚨 regression
40	duckdb:duckdb	-24.0%	-15.8%	-9.8%	+21.8%	➖ noise
40	duckdb:vortex-compact	-16.7%	-15.8%	-1.0%	+16.2%	➖ noise
40	duckdb:vortex-file-compressed	-1.9%	-15.8%	+16.6%	+16.2%	🚨 regression
41	datafusion:vortex-compact	+2.2%	-19.2%	+26.6%	+16.2%	🚨 regression
41	datafusion:vortex-file-compressed	-0.4%	-19.2%	+23.3%	+16.2%	🚨 regression
41	duckdb:duckdb	-28.6%	-19.2%	-11.6%	+18.2%	➖ noise
41	duckdb:vortex-compact	-3.2%	-19.2%	+19.8%	+16.2%	🚨 regression
41	duckdb:vortex-file-compressed	+7.2%	-19.2%	+32.8%	+16.2%	🚨 regression
42	datafusion:vortex-compact	+1.2%	-2.7%	+3.9%	+16.2%	➖ noise
42	datafusion:vortex-file-compressed	+0.7%	-2.7%	+3.5%	+16.2%	➖ noise
42	duckdb:duckdb	-1.6%	-2.7%	+1.1%	+18.3%	➖ noise
42	duckdb:vortex-compact	-0.8%	-2.7%	+1.9%	+16.2%	➖ noise
42	duckdb:vortex-file-compressed	+5.2%	-2.7%	+8.1%	+16.8%	➖ noise
43	datafusion:vortex-compact	-6.5%	-6.0%	-0.5%	+16.2%	➖ noise
43	datafusion:vortex-file-compressed	-8.7%	-6.0%	-2.9%	+16.2%	➖ noise
43	duckdb:duckdb	-1.9%	-6.0%	+4.4%	+16.2%	➖ noise
43	duckdb:vortex-compact	-13.9%	-6.0%	-8.4%	+16.2%	➖ noise
43	duckdb:vortex-file-compressed	+2.2%	-6.0%	+8.7%	+16.2%	➖ noise
44	datafusion:vortex-compact	-7.9%	-3.3%	-4.7%	+16.2%	➖ noise
44	datafusion:vortex-file-compressed	-32.9%	-3.3%	-30.6%	+16.2%	✅ faster
44	duckdb:duckdb	-1.6%	-3.3%	+1.8%	+16.2%	➖ noise
44	duckdb:vortex-compact	-11.9%	-3.3%	-8.9%	+16.2%	➖ noise
44	duckdb:vortex-file-compressed	-7.6%	-3.3%	-4.5%	+16.2%	➖ noise
45	datafusion:vortex-compact	-0.6%	-3.1%	+2.5%	+16.2%	➖ noise
45	datafusion:vortex-file-compressed	-21.8%	-3.1%	-19.4%	+16.2%	✅ faster
45	duckdb:duckdb	+0.0%	-3.1%	+3.2%	+16.9%	➖ noise
45	duckdb:vortex-compact	+5.5%	-3.1%	+8.8%	+16.2%	➖ noise
45	duckdb:vortex-file-compressed	-11.2%	-3.1%	-8.4%	+16.2%	➖ noise
46	datafusion:vortex-compact	-0.6%	-9.2%	+9.5%	+16.2%	➖ noise
46	datafusion:vortex-file-compressed	-5.7%	-9.2%	+3.8%	+19.3%	➖ noise
46	duckdb:duckdb	-3.4%	-9.2%	+6.4%	+16.2%	➖ noise
46	duckdb:vortex-compact	+1.6%	-9.2%	+11.9%	+16.2%	➖ noise
46	duckdb:vortex-file-compressed	-15.4%	-9.2%	-6.8%	+22.5%	➖ noise
47	datafusion:vortex-compact	+1.1%	-16.1%	+20.6%	+18.3%	🚨 regression
47	datafusion:vortex-file-compressed	-1.1%	-16.1%	+17.9%	+29.3%	➖ noise
47	duckdb:duckdb	+2.7%	-16.1%	+22.5%	+16.2%	🚨 regression
47	duckdb:vortex-compact	+1.9%	-16.1%	+21.5%	+16.2%	🚨 regression
47	duckdb:vortex-file-compressed	-22.1%	-16.1%	-7.1%	+16.2%	➖ noise
48	datafusion:vortex-compact	+0.3%	+1.4%	-1.2%	+16.2%	➖ noise
48	datafusion:vortex-file-compressed	-18.9%	+1.4%	-20.0%	+16.2%	✅ faster
48	duckdb:duckdb	-0.2%	+1.4%	-1.6%	+16.2%	➖ noise
48	duckdb:vortex-compact	-0.2%	+1.4%	-1.6%	+16.2%	➖ noise
48	duckdb:vortex-file-compressed	-4.8%	+1.4%	-6.1%	+16.5%	➖ noise
49	datafusion:vortex-compact	-19.4%	-11.2%	-9.2%	+16.2%	➖ noise
49	datafusion:vortex-file-compressed	-0.7%	-11.2%	+11.8%	+16.2%	➖ noise
49	duckdb:duckdb	-6.5%	-11.2%	+5.3%	+18.4%	➖ noise
49	duckdb:vortex-compact	+2.0%	-11.2%	+14.8%	+22.9%	➖ noise
49	duckdb:vortex-file-compressed	-12.5%	-11.2%	-1.5%	+25.0%	➖ noise
50	datafusion:vortex-compact	-4.1%	-1.7%	-2.5%	+16.2%	➖ noise
50	datafusion:vortex-file-compressed	+2.9%	-1.7%	+4.6%	+16.2%	➖ noise
50	duckdb:duckdb	-21.7%	-1.7%	-20.3%	+16.2%	✅ faster
50	duckdb:vortex-compact	+1.2%	-1.7%	+2.9%	+16.2%	➖ noise
50	duckdb:vortex-file-compressed	-10.2%	-1.7%	-8.7%	+23.8%	➖ noise
51	datafusion:vortex-compact	-9.0%	-12.5%	+4.0%	+18.4%	➖ noise
51	datafusion:vortex-file-compressed	+5.8%	-12.5%	+20.9%	+17.3%	🚨 regression
51	duckdb:duckdb	-6.1%	-12.5%	+7.3%	+24.4%	➖ noise
51	duckdb:vortex-compact	-1.9%	-12.5%	+12.1%	+19.2%	➖ noise
51	duckdb:vortex-file-compressed	-9.7%	-12.5%	+3.2%	+27.2%	➖ noise
52	datafusion:vortex-compact	-3.4%	+2.6%	-5.8%	+16.2%	➖ noise
52	datafusion:vortex-file-compressed	-5.6%	+2.6%	-8.1%	+16.2%	➖ noise
52	duckdb:duckdb	-1.0%	+2.6%	-3.5%	+24.1%	➖ noise
52	duckdb:vortex-compact	+3.2%	+2.6%	+0.5%	+16.4%	➖ noise
52	duckdb:vortex-file-compressed	+7.9%	+2.6%	+5.2%	+16.9%	➖ noise
53	datafusion:vortex-compact	-1.6%	+1.2%	-2.8%	+16.2%	➖ noise
53	datafusion:vortex-file-compressed	+2.6%	+1.2%	+1.4%	+16.2%	➖ noise
53	duckdb:duckdb	-1.1%	+1.2%	-2.2%	+16.2%	➖ noise
53	duckdb:vortex-compact	-1.5%	+1.2%	-2.6%	+16.2%	➖ noise
53	duckdb:vortex-file-compressed	-10.3%	+1.2%	-11.3%	+16.2%	➖ noise
54	datafusion:vortex-compact	-17.2%	-6.8%	-11.2%	+16.2%	➖ noise
54	datafusion:vortex-file-compressed	+3.6%	-6.8%	+11.1%	+16.2%	➖ noise
54	duckdb:duckdb	-12.5%	-6.8%	-6.2%	+16.2%	➖ noise
54	duckdb:vortex-compact	-2.3%	-6.8%	+4.8%	+16.2%	➖ noise
54	duckdb:vortex-file-compressed	-17.8%	-6.8%	-11.9%	+23.5%	➖ noise
55	datafusion:vortex-compact	-0.4%	-5.2%	+5.0%	+16.4%	➖ noise
55	datafusion:vortex-file-compressed	-5.0%	-5.2%	+0.1%	+16.2%	➖ noise
55	duckdb:duckdb	-13.7%	-5.2%	-9.0%	+22.2%	➖ noise
55	duckdb:vortex-compact	-5.2%	-5.2%	-0.1%	+18.5%	➖ noise
55	duckdb:vortex-file-compressed	-29.9%	-5.2%	-26.1%	+25.2%	✅ faster
56	datafusion:vortex-compact	-8.7%	-5.6%	-3.3%	+16.2%	➖ noise
56	datafusion:vortex-file-compressed	-0.5%	-5.6%	+5.4%	+16.2%	➖ noise
56	duckdb:duckdb	-2.8%	-5.6%	+3.0%	+16.2%	➖ noise
56	duckdb:vortex-compact	-4.0%	-5.6%	+1.6%	+16.2%	➖ noise
56	duckdb:vortex-file-compressed	-17.5%	-5.6%	-12.6%	+23.6%	➖ noise
57	datafusion:vortex-compact	-1.4%	-17.4%	+19.3%	+16.2%	🚨 regression
57	datafusion:vortex-file-compressed	-3.8%	-17.4%	+16.4%	+16.2%	🚨 regression
57	duckdb:duckdb	-5.3%	-17.4%	+14.6%	+19.6%	➖ noise
57	duckdb:vortex-compact	+1.6%	-17.4%	+22.9%	+18.1%	🚨 regression
57	duckdb:vortex-file-compressed	-20.1%	-17.4%	-3.2%	+22.4%	➖ noise
58	datafusion:vortex-compact	-18.0%	+1.7%	-19.3%	+16.2%	✅ faster
58	datafusion:vortex-file-compressed	-2.3%	+1.7%	-3.9%	+16.2%	➖ noise
58	duckdb:duckdb	-9.5%	+1.7%	-11.1%	+18.1%	➖ noise
58	duckdb:vortex-compact	+1.5%	+1.7%	-0.3%	+16.2%	➖ noise
58	duckdb:vortex-file-compressed	-14.1%	+1.7%	-15.6%	+24.9%	➖ noise
59	datafusion:vortex-compact	-13.8%	-0.2%	-13.6%	+16.2%	➖ noise
59	datafusion:vortex-file-compressed	-1.8%	-0.2%	-1.6%	+16.2%	➖ noise
59	duckdb:duckdb	-2.5%	-0.2%	-2.2%	+16.5%	➖ noise
59	duckdb:vortex-compact	+1.0%	-0.2%	+1.2%	+16.2%	➖ noise
59	duckdb:vortex-file-compressed	-13.1%	-0.2%	-12.9%	+16.2%	➖ noise
60	datafusion:vortex-compact	-3.8%	-4.1%	+0.3%	+16.2%	➖ noise
60	datafusion:vortex-file-compressed	-3.5%	-4.1%	+0.6%	+16.2%	➖ noise
60	duckdb:duckdb	-21.6%	-4.1%	-18.2%	+16.2%	✅ faster
60	duckdb:vortex-compact	-3.7%	-4.1%	+0.3%	+16.2%	➖ noise
60	duckdb:vortex-file-compressed	-13.1%	-4.1%	-9.4%	+23.3%	➖ noise
61	datafusion:vortex-compact	-1.3%	-7.9%	+7.1%	+16.2%	➖ noise
61	datafusion:vortex-file-compressed	-5.3%	-7.9%	+2.8%	+16.2%	➖ noise
61	duckdb:duckdb	-5.9%	-7.9%	+2.1%	+16.2%	➖ noise
61	duckdb:vortex-compact	-4.6%	-7.9%	+3.5%	+16.2%	➖ noise
61	duckdb:vortex-file-compressed	-17.3%	-7.9%	-10.2%	+17.2%	➖ noise
62	datafusion:vortex-compact	-10.6%	+6.3%	-15.9%	+16.2%	✅ faster
62	datafusion:vortex-file-compressed	-4.6%	+6.3%	-10.2%	+16.2%	➖ noise
62	duckdb:duckdb	-9.5%	+6.3%	-14.8%	+16.2%	✅ faster
62	duckdb:vortex-compact	-27.1%	+6.3%	-31.4%	+23.8%	✅ faster
62	duckdb:vortex-file-compressed	-4.7%	+6.3%	-10.3%	+20.2%	➖ noise
63	datafusion:vortex-compact	-20.3%	+2.3%	-22.2%	+16.2%	✅ faster
63	datafusion:vortex-file-compressed	-12.9%	+2.3%	-14.9%	+20.0%	➖ noise
63	duckdb:duckdb	-1.8%	+2.3%	-4.0%	+16.2%	➖ noise
63	duckdb:vortex-compact	-9.0%	+2.3%	-11.0%	+16.2%	➖ noise
63	duckdb:vortex-file-compressed	-22.2%	+2.3%	-23.9%	+17.6%	✅ faster
64	datafusion:vortex-compact	-9.7%	-2.2%	-7.7%	+16.2%	➖ noise
64	datafusion:vortex-file-compressed	-3.1%	-2.2%	-0.9%	+16.2%	➖ noise
64	duckdb:duckdb	-4.4%	-2.2%	-2.3%	+16.2%	➖ noise
64	duckdb:vortex-compact	-0.3%	-2.2%	+1.9%	+16.2%	➖ noise
64	duckdb:vortex-file-compressed	-19.2%	-2.2%	-17.4%	+16.2%	✅ faster
65	datafusion:vortex-compact	-9.3%	-8.4%	-1.0%	+16.2%	➖ noise
65	datafusion:vortex-file-compressed	+2.9%	-8.4%	+12.3%	+16.2%	➖ noise
65	duckdb:duckdb	-20.8%	-8.4%	-13.6%	+25.3%	➖ noise
65	duckdb:vortex-compact	-4.8%	-8.4%	+3.9%	+16.2%	➖ noise
65	duckdb:vortex-file-compressed	-27.1%	-8.4%	-20.4%	+16.2%	✅ faster
66	datafusion:vortex-compact	-1.8%	-5.3%	+3.7%	+16.2%	➖ noise
66	datafusion:vortex-file-compressed	-2.2%	-5.3%	+3.2%	+16.2%	➖ noise
66	duckdb:duckdb	-4.2%	-5.3%	+1.2%	+16.2%	➖ noise
66	duckdb:vortex-compact	-7.9%	-5.3%	-2.7%	+16.2%	➖ noise
66	duckdb:vortex-file-compressed	-22.6%	-5.3%	-18.3%	+16.2%	✅ faster
67	datafusion:vortex-compact	+2.3%	-7.9%	+11.1%	+16.2%	➖ noise
67	datafusion:vortex-file-compressed	-4.5%	-7.9%	+3.7%	+16.2%	➖ noise
67	duckdb:duckdb	-1.8%	-7.9%	+6.6%	+16.2%	➖ noise
67	duckdb:vortex-compact	-4.9%	-7.9%	+3.2%	+16.2%	➖ noise
67	duckdb:vortex-file-compressed	-14.0%	-7.9%	-6.7%	+16.2%	➖ noise
68	datafusion:vortex-compact	+3.7%	-1.6%	+5.4%	+16.2%	➖ noise
68	datafusion:vortex-file-compressed	-3.6%	-1.6%	-2.0%	+16.2%	➖ noise
68	duckdb:duckdb	-0.4%	-1.6%	+1.2%	+16.2%	➖ noise
68	duckdb:vortex-compact	-3.0%	-1.6%	-1.4%	+16.2%	➖ noise
68	duckdb:vortex-file-compressed	-26.4%	-1.6%	-25.2%	+18.2%	✅ faster
69	datafusion:vortex-compact	-5.7%	-1.2%	-4.6%	+16.2%	➖ noise
69	datafusion:vortex-file-compressed	+4.1%	-1.2%	+5.4%	+16.2%	➖ noise
69	duckdb:duckdb	-1.7%	-1.2%	-0.6%	+16.2%	➖ noise
69	duckdb:vortex-compact	-1.2%	-1.2%	-0.0%	+16.2%	➖ noise
69	duckdb:vortex-file-compressed	-18.1%	-1.2%	-17.1%	+16.2%	✅ faster
70	datafusion:vortex-compact	+0.1%	-4.7%	+5.1%	+16.2%	➖ noise
70	datafusion:vortex-file-compressed	+5.5%	-4.7%	+10.7%	+16.2%	➖ noise
70	duckdb:duckdb	-5.6%	-4.7%	-0.9%	+16.2%	➖ noise
70	duckdb:vortex-compact	-0.2%	-4.7%	+4.7%	+16.2%	➖ noise
70	duckdb:vortex-file-compressed	-4.0%	-4.7%	+0.8%	+16.2%	➖ noise
71	datafusion:vortex-compact	-17.3%	+3.1%	-19.8%	+16.2%	✅ faster
71	datafusion:vortex-file-compressed	+0.2%	+3.1%	-2.8%	+16.2%	➖ noise
71	duckdb:duckdb	-8.3%	+3.1%	-11.0%	+23.4%	➖ noise
71	duckdb:vortex-compact	-0.2%	+3.1%	-3.2%	+18.8%	➖ noise
71	duckdb:vortex-file-compressed	-18.4%	+3.1%	-20.8%	+18.5%	✅ faster
72	datafusion:vortex-compact	-12.4%	-3.5%	-9.3%	+16.2%	➖ noise
72	datafusion:vortex-file-compressed	-8.9%	-3.5%	-5.6%	+16.2%	➖ noise
72	duckdb:duckdb	-0.9%	-3.5%	+2.7%	+16.2%	➖ noise
72	duckdb:vortex-compact	-0.4%	-3.5%	+3.2%	+16.2%	➖ noise
72	duckdb:vortex-file-compressed	-12.0%	-3.5%	-8.8%	+16.2%	➖ noise
73	datafusion:vortex-compact	+1.9%	+3.1%	-1.2%	+21.8%	➖ noise
73	datafusion:vortex-file-compressed	-6.3%	+3.1%	-9.1%	+19.6%	➖ noise
73	duckdb:duckdb	-6.8%	+3.1%	-9.7%	+16.2%	➖ noise
73	duckdb:vortex-compact	+0.5%	+3.1%	-2.6%	+16.2%	➖ noise
73	duckdb:vortex-file-compressed	-25.0%	+3.1%	-27.3%	+16.2%	✅ faster
74	datafusion:vortex-compact	-7.9%	-6.1%	-2.0%	+17.1%	➖ noise
74	datafusion:vortex-file-compressed	+0.2%	-6.1%	+6.6%	+16.2%	➖ noise
74	duckdb:duckdb	-1.4%	-6.1%	+5.0%	+16.2%	➖ noise
74	duckdb:vortex-compact	-1.6%	-6.1%	+4.7%	+16.2%	➖ noise
74	duckdb:vortex-file-compressed	-24.4%	-6.1%	-19.5%	+16.2%	✅ faster
75	datafusion:vortex-compact	-7.3%	+3.3%	-10.3%	+16.2%	➖ noise
75	datafusion:vortex-file-compressed	-3.2%	+3.3%	-6.3%	+16.2%	➖ noise
75	duckdb:duckdb	+4.3%	+3.3%	+1.0%	+17.8%	➖ noise
75	duckdb:vortex-compact	-8.1%	+3.3%	-11.0%	+16.2%	➖ noise
75	duckdb:vortex-file-compressed	-28.0%	+3.3%	-30.3%	+19.6%	✅ faster
76	datafusion:vortex-compact	+0.3%	+0.3%	+0.0%	+16.4%	➖ noise
76	datafusion:vortex-file-compressed	+3.5%	+0.3%	+3.2%	+16.2%	➖ noise
76	duckdb:duckdb	-10.3%	+0.3%	-10.6%	+22.7%	➖ noise
76	duckdb:vortex-compact	-10.2%	+0.3%	-10.5%	+17.0%	➖ noise
76	duckdb:vortex-file-compressed	-7.7%	+0.3%	-7.9%	+29.6%	➖ noise
77	datafusion:vortex-compact	-3.9%	-9.6%	+6.4%	+16.4%	➖ noise
77	datafusion:vortex-file-compressed	-5.1%	-9.6%	+5.0%	+16.2%	➖ noise
77	duckdb:duckdb	+3.2%	-9.6%	+14.3%	+17.4%	➖ noise
77	duckdb:vortex-compact	-11.5%	-9.6%	-2.1%	+16.2%	➖ noise
77	duckdb:vortex-file-compressed	-28.9%	-9.6%	-21.3%	+22.1%	✅ faster
78	datafusion:vortex-compact	-3.4%	-4.8%	+1.5%	+22.4%	➖ noise
78	datafusion:vortex-file-compressed	-5.9%	-4.8%	-1.1%	+16.2%	➖ noise
78	duckdb:duckdb	+2.3%	-4.8%	+7.5%	+16.2%	➖ noise
78	duckdb:vortex-compact	-22.5%	-4.8%	-18.6%	+21.9%	✅ faster
78	duckdb:vortex-file-compressed	-0.4%	-4.8%	+4.7%	+16.2%	➖ noise
79	datafusion:vortex-compact	-4.7%	-9.9%	+5.8%	+16.2%	➖ noise
79	datafusion:vortex-file-compressed	-10.7%	-9.9%	-0.9%	+16.2%	➖ noise
79	duckdb:duckdb	-0.1%	-9.9%	+10.8%	+16.2%	➖ noise
79	duckdb:vortex-compact	-13.1%	-9.9%	-3.5%	+16.2%	➖ noise
79	duckdb:vortex-file-compressed	-10.5%	-9.9%	-0.7%	+16.2%	➖ noise
80	datafusion:vortex-compact	-1.9%	+1.1%	-3.0%	+16.2%	➖ noise
80	datafusion:vortex-file-compressed	-6.3%	+1.1%	-7.3%	+16.2%	➖ noise
80	duckdb:duckdb	-1.5%	+1.1%	-2.5%	+16.2%	➖ noise
80	duckdb:vortex-compact	-7.0%	+1.1%	-8.0%	+17.3%	➖ noise
80	duckdb:vortex-file-compressed	-2.2%	+1.1%	-3.3%	+16.2%	➖ noise
81	datafusion:vortex-compact	-2.7%	-0.1%	-2.6%	+16.2%	➖ noise
81	datafusion:vortex-file-compressed	-10.9%	-0.1%	-10.8%	+16.2%	➖ noise
81	duckdb:duckdb	-0.0%	-0.1%	+0.1%	+16.2%	➖ noise
81	duckdb:vortex-compact	-12.6%	-0.1%	-12.5%	+19.5%	➖ noise
81	duckdb:vortex-file-compressed	-6.1%	-0.1%	-6.0%	+16.2%	➖ noise
82	datafusion:vortex-compact	-5.6%	-6.6%	+1.0%	+16.2%	➖ noise
82	datafusion:vortex-file-compressed	+0.5%	-6.6%	+7.6%	+16.2%	➖ noise
82	duckdb:duckdb	-8.3%	-6.6%	-1.9%	+16.2%	➖ noise
82	duckdb:vortex-compact	-7.0%	-6.6%	-0.5%	+16.3%	➖ noise
82	duckdb:vortex-file-compressed	-11.7%	-6.6%	-5.5%	+16.2%	➖ noise
83	datafusion:vortex-compact	-2.9%	-11.7%	+10.0%	+16.2%	➖ noise
83	datafusion:vortex-file-compressed	-4.5%	-11.7%	+8.2%	+16.2%	➖ noise
83	duckdb:duckdb	-5.8%	-11.7%	+6.8%	+16.2%	➖ noise
83	duckdb:vortex-compact	-3.5%	-11.7%	+9.4%	+16.2%	➖ noise
83	duckdb:vortex-file-compressed	+7.7%	-11.7%	+22.0%	+16.2%	🚨 regression
84	datafusion:vortex-compact	+1.2%	-2.1%	+3.4%	+16.2%	➖ noise
84	datafusion:vortex-file-compressed	-7.3%	-2.1%	-5.3%	+16.2%	➖ noise
84	duckdb:duckdb	-5.9%	-2.1%	-3.9%	+16.2%	➖ noise
84	duckdb:vortex-compact	-6.3%	-2.1%	-4.3%	+16.2%	➖ noise
84	duckdb:vortex-file-compressed	+1.4%	-2.1%	+3.5%	+16.2%	➖ noise
85	datafusion:vortex-compact	+0.1%	-4.9%	+5.3%	+16.2%	➖ noise
85	datafusion:vortex-file-compressed	-1.2%	-4.9%	+4.0%	+16.2%	➖ noise
85	duckdb:duckdb	-3.9%	-4.9%	+1.1%	+16.2%	➖ noise
85	duckdb:vortex-compact	-4.3%	-4.9%	+0.7%	+16.2%	➖ noise
85	duckdb:vortex-file-compressed	-2.4%	-4.9%	+2.7%	+16.2%	➖ noise
86	datafusion:vortex-compact	-12.6%	-5.5%	-7.5%	+16.2%	➖ noise
86	datafusion:vortex-file-compressed	-1.0%	-5.5%	+4.8%	+16.2%	➖ noise
86	duckdb:duckdb	+5.1%	-5.5%	+11.2%	+30.8%	➖ noise
86	duckdb:vortex-compact	+11.9%	-5.5%	+18.4%	+24.8%	➖ noise
86	duckdb:vortex-file-compressed	-7.1%	-5.5%	-1.7%	+16.2%	➖ noise
87	datafusion:vortex-compact	-2.2%	+0.0%	-2.2%	+16.2%	➖ noise
87	datafusion:vortex-file-compressed	-4.0%	+0.0%	-4.0%	+16.2%	➖ noise
87	duckdb:duckdb	+1.7%	+0.0%	+1.7%	+16.2%	➖ noise
87	duckdb:vortex-compact	-0.8%	+0.0%	-0.8%	+16.2%	➖ noise
87	duckdb:vortex-file-compressed	-2.3%	+0.0%	-2.3%	+16.2%	➖ noise
88	datafusion:vortex-compact	-1.4%	-1.6%	+0.2%	+16.2%	➖ noise
88	datafusion:vortex-file-compressed	-12.4%	-1.6%	-11.0%	+16.2%	➖ noise
88	duckdb:duckdb	-3.4%	-1.6%	-1.8%	+16.2%	➖ noise
88	duckdb:vortex-compact	+1.0%	-1.6%	+2.6%	+16.2%	➖ noise
88	duckdb:vortex-file-compressed	-7.1%	-1.6%	-5.7%	+16.2%	➖ noise
89	datafusion:vortex-compact	-5.8%	-5.3%	-0.6%	+16.2%	➖ noise
89	datafusion:vortex-file-compressed	+4.6%	-5.3%	+10.4%	+16.2%	➖ noise
89	duckdb:duckdb	+5.7%	-5.3%	+11.6%	+16.2%	➖ noise
89	duckdb:vortex-compact	+1.4%	-5.3%	+7.0%	+16.2%	➖ noise
89	duckdb:vortex-file-compressed	-2.3%	-5.3%	+3.2%	+16.2%	➖ noise
90	datafusion:vortex-compact	-1.5%	-5.3%	+4.0%	+16.2%	➖ noise
90	datafusion:vortex-file-compressed	-11.1%	-5.3%	-6.1%	+16.2%	➖ noise
90	duckdb:duckdb	+5.0%	-5.3%	+10.9%	+16.2%	➖ noise
90	duckdb:vortex-compact	-0.5%	-5.3%	+5.1%	+16.2%	➖ noise
90	duckdb:vortex-file-compressed	-1.7%	-5.3%	+3.8%	+16.2%	➖ noise
91	datafusion:vortex-compact	+1.6%	+0.5%	+1.0%	+16.2%	➖ noise
91	datafusion:vortex-file-compressed	-14.4%	+0.5%	-14.8%	+16.2%	✅ faster
91	duckdb:duckdb	-3.6%	+0.5%	-4.1%	+16.2%	➖ noise
91	duckdb:vortex-compact	-1.4%	+0.5%	-1.9%	+16.2%	➖ noise
91	duckdb:vortex-file-compressed	+1.6%	+0.5%	+1.1%	+16.2%	➖ noise
92	datafusion:vortex-compact	+4.7%	-4.7%	+9.9%	+16.2%	➖ noise
92	datafusion:vortex-file-compressed	-1.9%	-4.7%	+2.9%	+16.2%	➖ noise
92	duckdb:duckdb	+1.0%	-4.7%	+6.0%	+16.2%	➖ noise
92	duckdb:vortex-compact	-11.4%	-4.7%	-7.0%	+18.3%	➖ noise
92	duckdb:vortex-file-compressed	+11.3%	-4.7%	+16.8%	+16.6%	🚨 regression
93	datafusion:vortex-compact	+4.0%	+0.8%	+3.1%	+16.2%	➖ noise
93	datafusion:vortex-file-compressed	+4.7%	+0.8%	+3.9%	+16.2%	➖ noise
93	duckdb:duckdb	-13.5%	+0.8%	-14.2%	+16.2%	✅ faster
93	duckdb:vortex-compact	-4.9%	+0.8%	-5.7%	+16.6%	➖ noise
93	duckdb:vortex-file-compressed	-3.2%	+0.8%	-3.9%	+16.2%	➖ noise
94	datafusion:vortex-compact	-1.7%	-7.0%	+5.8%	+16.2%	➖ noise
94	datafusion:vortex-file-compressed	+1.5%	-7.0%	+9.2%	+16.2%	➖ noise
94	duckdb:duckdb	-8.3%	-7.0%	-1.4%	+16.2%	➖ noise
94	duckdb:vortex-compact	-5.4%	-7.0%	+1.7%	+21.0%	➖ noise
94	duckdb:vortex-file-compressed	-13.6%	-7.0%	-7.0%	+16.2%	➖ noise
95	datafusion:vortex-compact	-7.4%	-0.7%	-6.7%	+20.3%	➖ noise
95	datafusion:vortex-file-compressed	-3.3%	-0.7%	-2.6%	+16.2%	➖ noise
95	duckdb:duckdb	+19.3%	-0.7%	+20.2%	+19.9%	🚨 regression
95	duckdb:vortex-compact	-0.5%	-0.7%	+0.2%	+22.3%	➖ noise
95	duckdb:vortex-file-compressed	+0.4%	-0.7%	+1.2%	+16.8%	➖ noise
96	datafusion:vortex-compact	-23.8%	-10.3%	-15.1%	+16.2%	✅ faster
96	datafusion:vortex-file-compressed	-6.9%	-10.3%	+3.9%	+16.2%	➖ noise
96	duckdb:duckdb	-7.2%	-10.3%	+3.5%	+16.7%	➖ noise
96	duckdb:vortex-compact	+18.8%	-10.3%	+32.4%	+24.3%	🚨 regression
96	duckdb:vortex-file-compressed	-16.1%	-10.3%	-6.5%	+18.7%	➖ noise
97	datafusion:vortex-compact	-17.7%	-1.7%	-16.3%	+22.3%	➖ noise
97	datafusion:vortex-file-compressed	-9.0%	-1.7%	-7.4%	+16.2%	➖ noise
97	duckdb:duckdb	-8.7%	-1.7%	-7.1%	+16.2%	➖ noise
97	duckdb:vortex-compact	-3.9%	-1.7%	-2.2%	+16.2%	➖ noise
97	duckdb:vortex-file-compressed	-4.3%	-1.7%	-2.7%	+16.2%	➖ noise
98	datafusion:vortex-compact	-1.4%	-4.7%	+3.4%	+16.2%	➖ noise
98	datafusion:vortex-file-compressed	+2.7%	-4.7%	+7.7%	+16.2%	➖ noise
98	duckdb:duckdb	-12.3%	-4.7%	-8.0%	+16.2%	➖ noise
98	duckdb:vortex-compact	-29.4%	-4.7%	-26.0%	+16.2%	✅ faster
98	duckdb:vortex-file-compressed	-6.8%	-4.7%	-2.2%	+16.2%	➖ noise
99	datafusion:vortex-compact	-5.2%	-10.8%	+6.3%	+21.4%	➖ noise
99	datafusion:vortex-file-compressed	+1.6%	-10.8%	+14.0%	+16.2%	➖ noise
99	duckdb:duckdb	+3.0%	-10.8%	+15.6%	+28.5%	➖ noise
99	duckdb:vortex-compact	-15.3%	-10.8%	-5.0%	+23.4%	➖ noise
99	duckdb:vortex-file-compressed	-17.8%	-10.8%	-7.8%	+26.6%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.9%
Vortex (geomean): 0.959x ➖
Parquet (geomean): 0.975x ➖
Shifts: Parquet (control) -2.5% · Median polish -2.2%

---

datafusion / vortex-file-compressed (0.959x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	427980609	441384229	0.97
tpch_q02/datafusion:vortex-file-compressed	158910127	171449640	0.93
tpch_q03/datafusion:vortex-file-compressed	247829962	262958375	0.94
tpch_q04/datafusion:vortex-file-compressed	104607069	114068880	0.92
tpch_q05/datafusion:vortex-file-compressed	459363809	488573033	0.94
tpch_q06/datafusion:vortex-file-compressed	41308084	43049577	0.96
tpch_q07/datafusion:vortex-file-compressed	641651532	712894200	0.90
tpch_q08/datafusion:vortex-file-compressed	467593226	497044890	0.94
tpch_q09/datafusion:vortex-file-compressed	808713707	848707007	0.95
tpch_q10/datafusion:vortex-file-compressed	291910956	294807495	0.99
tpch_q11/datafusion:vortex-file-compressed	117665422	119971017	0.98
tpch_q12/datafusion:vortex-file-compressed	126912202	128749063	0.99
tpch_q13/datafusion:vortex-file-compressed	223977814	233356777	0.96
tpch_q14/datafusion:vortex-file-compressed	73655512	75055053	0.98
tpch_q15/datafusion:vortex-file-compressed	110020585	112753276	0.98
tpch_q16/datafusion:vortex-file-compressed	92858933	97032223	0.96
tpch_q17/datafusion:vortex-file-compressed	743248515	820947703	0.91
tpch_q18/datafusion:vortex-file-compressed	961919374	1004373278	0.96
tpch_q19/datafusion:vortex-file-compressed	131365911	134987355	0.97
tpch_q20/datafusion:vortex-file-compressed	205339677	205305660	1.00
tpch_q21/datafusion:vortex-file-compressed	759658664	774267561	0.98
tpch_q22/datafusion:vortex-file-compressed	60419859	60404827	1.00

datafusion / vortex-compact (0.978x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	457475124	477303751	0.96
tpch_q02/datafusion:vortex-compact	164070922	169746507	0.97
tpch_q03/datafusion:vortex-compact	264984814	272263423	0.97
tpch_q04/datafusion:vortex-compact	125602326	129818864	0.97
tpch_q05/datafusion:vortex-compact	473116965	484954753	0.98
tpch_q06/datafusion:vortex-compact	62838320	64773790	0.97
tpch_q07/datafusion:vortex-compact	672154637	695965285	0.97
tpch_q08/datafusion:vortex-compact	479775590	494154323	0.97
tpch_q09/datafusion:vortex-compact	823141572	846404846	0.97
tpch_q10/datafusion:vortex-compact	325035731	327573892	0.99
tpch_q11/datafusion:vortex-compact	123095383	122698025	1.00
tpch_q12/datafusion:vortex-compact	181102908	183402958	0.99
tpch_q13/datafusion:vortex-compact	274125266	275876100	0.99
tpch_q14/datafusion:vortex-compact	89561268	89949321	1.00
tpch_q15/datafusion:vortex-compact	163435537	166677357	0.98
tpch_q16/datafusion:vortex-compact	99247490	98909386	1.00
tpch_q17/datafusion:vortex-compact	743731510	750883374	0.99
tpch_q18/datafusion:vortex-compact	981475042	1011309443	0.97
tpch_q19/datafusion:vortex-compact	230796190	233181042	0.99
tpch_q20/datafusion:vortex-compact	226483253	241852382	0.94
tpch_q21/datafusion:vortex-compact	803311078	837021757	0.96
tpch_q22/datafusion:vortex-compact	71385784	71468473	1.00

datafusion / parquet (0.977x ➖, 1↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	466610824	459440130	1.02
tpch_q02/datafusion:parquet	258266458	253552207	1.02
tpch_q03/datafusion:parquet	391997997	399196372	0.98
tpch_q04/datafusion:parquet	148136239	150931766	0.98
tpch_q05/datafusion:parquet	578332074	583989798	0.99
tpch_q06/datafusion:parquet	126671948	123155651	1.03
tpch_q07/datafusion:parquet	796871755	798004998	1.00
tpch_q08/datafusion:parquet	637603809	645104417	0.99
tpch_q09/datafusion:parquet	968322621	974770677	0.99
tpch_q10/datafusion:parquet	603439415	620154785	0.97
tpch_q11/datafusion:parquet	188475735	197276931	0.96
tpch_q12/datafusion:parquet	243564046	241185042	1.01
tpch_q13/datafusion:parquet	340575482	357757214	0.95
tpch_q14/datafusion:parquet	202632514	202474465	1.00
tpch_q15/datafusion:parquet	278897356	273661155	1.02
tpch_q16/datafusion:parquet	174496606	187020596	0.93
tpch_q17/datafusion:parquet	835415049	876398378	0.95
tpch_q18/datafusion:parquet	1025722507	1083924339	0.95
tpch_q19/datafusion:parquet	338546333	334250398	1.01
tpch_q20/datafusion:parquet	377910632	412091279	0.92
tpch_q21/datafusion:parquet 🚀	889800006	997590453	0.89
tpch_q22/datafusion:parquet	223519503	234603781	0.95

datafusion / arrow (0.909x ➖, 10↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	719280440	782837798	0.92
tpch_q02/datafusion:arrow	198315329	202361401	0.98
tpch_q03/datafusion:arrow 🚀	539794151	626579900	0.86
tpch_q04/datafusion:arrow	390673124	415219502	0.94
tpch_q05/datafusion:arrow	1047937118	1111071793	0.94
tpch_q06/datafusion:arrow 🚀	315734494	356536220	0.89
tpch_q07/datafusion:arrow	1345395945	1470685480	0.91
tpch_q08/datafusion:arrow 🚀	1256874000	1409766667	0.89
tpch_q09/datafusion:arrow	1535369733	1644876656	0.93
tpch_q10/datafusion:arrow	666598272	734201414	0.91
tpch_q11/datafusion:arrow	176498182	188060080	0.94
tpch_q12/datafusion:arrow 🚀	723207110	808669251	0.89
tpch_q13/datafusion:arrow	526035034	542783932	0.97
tpch_q14/datafusion:arrow	353349464	378874307	0.93
tpch_q15/datafusion:arrow 🚀	744711989	832120984	0.89
tpch_q16/datafusion:arrow	125308822	122272752	1.02
tpch_q17/datafusion:arrow 🚀	1553849637	1823732366	0.85
tpch_q18/datafusion:arrow 🚀	2086307393	2431053555	0.86
tpch_q19/datafusion:arrow 🚀	578623512	674008900	0.86
tpch_q20/datafusion:arrow 🚀	542884858	688867014	0.79
tpch_q21/datafusion:arrow 🚀	3819060386	4435010487	0.86
tpch_q22/datafusion:arrow	173987397	179346010	0.97

duckdb / vortex-file-compressed (0.970x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	176648173	178310205	0.99
tpch_q02/duckdb:vortex-file-compressed	53388692	57050198	0.94
tpch_q03/duckdb:vortex-file-compressed	128215477	132351830	0.97
tpch_q04/duckdb:vortex-file-compressed	149075421	156037035	0.96
tpch_q05/duckdb:vortex-file-compressed	132414668	136437713	0.97
tpch_q06/duckdb:vortex-file-compressed	48857384	50965381	0.96
tpch_q07/duckdb:vortex-file-compressed	143143481	149096974	0.96
tpch_q08/duckdb:vortex-file-compressed	177474754	180640539	0.98
tpch_q09/duckdb:vortex-file-compressed	337069887	339767422	0.99
tpch_q10/duckdb:vortex-file-compressed	154217731	152509947	1.01
tpch_q11/duckdb:vortex-file-compressed	36068264	38446241	0.94
tpch_q12/duckdb:vortex-file-compressed	98482596	96640086	1.02
tpch_q13/duckdb:vortex-file-compressed	246650916	247539322	1.00
tpch_q14/duckdb:vortex-file-compressed	68993843	72190686	0.96
tpch_q15/duckdb:vortex-file-compressed	97570644	100692242	0.97
tpch_q16/duckdb:vortex-file-compressed	79794252	81814356	0.98
tpch_q17/duckdb:vortex-file-compressed	102707645	108304866	0.95
tpch_q18/duckdb:vortex-file-compressed	299110886	287869808	1.04
tpch_q19/duckdb:vortex-file-compressed	92369479	100645400	0.92
tpch_q20/duckdb:vortex-file-compressed	164001995	173965772	0.94
tpch_q21/duckdb:vortex-file-compressed	558084273	603580937	0.92
tpch_q22/duckdb:vortex-file-compressed	77744546	77056844	1.01

duckdb / vortex-compact (0.929x ➖, 5↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	230125545	238221796	0.97
tpch_q02/duckdb:vortex-compact	58313202	61024336	0.96
tpch_q03/duckdb:vortex-compact	139616136	146443164	0.95
tpch_q04/duckdb:vortex-compact 🚀	173434556	200557607	0.86
tpch_q05/duckdb:vortex-compact	146445963	153767780	0.95
tpch_q06/duckdb:vortex-compact 🚀	84215125	95042331	0.89
tpch_q07/duckdb:vortex-compact	203595472	209150371	0.97
tpch_q08/duckdb:vortex-compact 🚀	188099663	213289485	0.88
tpch_q09/duckdb:vortex-compact	363582193	399909378	0.91
tpch_q10/duckdb:vortex-compact	183854904	193175309	0.95
tpch_q11/duckdb:vortex-compact	42518364	46272057	0.92
tpch_q12/duckdb:vortex-compact	209965645	213383408	0.98
tpch_q13/duckdb:vortex-compact	296608722	317991688	0.93
tpch_q14/duckdb:vortex-compact	103538308	108690986	0.95
tpch_q15/duckdb:vortex-compact	121429366	131509896	0.92
tpch_q16/duckdb:vortex-compact	85402000	89117991	0.96
tpch_q17/duckdb:vortex-compact 🚀	116652134	137002072	0.85
tpch_q18/duckdb:vortex-compact	296533681	324163739	0.91
tpch_q19/duckdb:vortex-compact	114384067	116386425	0.98
tpch_q20/duckdb:vortex-compact 🚀	208353005	235757250	0.88
tpch_q21/duckdb:vortex-compact	630608169	692309046	0.91
tpch_q22/duckdb:vortex-compact	89398884	93506902	0.96

duckdb / parquet (0.973x ➖, 2↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	260284991	262566216	0.99
tpch_q02/duckdb:parquet 🚀	92661722	108446693	0.85
tpch_q03/duckdb:parquet	214421866	212631756	1.01
tpch_q04/duckdb:parquet	134687258	139960846	0.96
tpch_q05/duckdb:parquet	214806384	222946731	0.96
tpch_q06/duckdb:parquet	65776828	68421904	0.96
tpch_q07/duckdb:parquet	179678629	185630609	0.97
tpch_q08/duckdb:parquet	260796433	265497692	0.98
tpch_q09/duckdb:parquet	463956314	472965069	0.98
tpch_q10/duckdb:parquet	608997646	622174577	0.98
tpch_q11/duckdb:parquet 🚀	42093167	47235252	0.89
tpch_q12/duckdb:parquet	123166132	128080602	0.96
tpch_q13/duckdb:parquet	460012226	457837271	1.00
tpch_q14/duckdb:parquet	173073781	173298172	1.00
tpch_q15/duckdb:parquet	102001360	100417124	1.02
tpch_q16/duckdb:parquet	161088605	163483887	0.99
tpch_q17/duckdb:parquet	181892438	177455923	1.03
tpch_q18/duckdb:parquet	356365493	363426100	0.98
tpch_q19/duckdb:parquet	281088804	292270517	0.96
tpch_q20/duckdb:parquet	226355022	230385563	0.98
tpch_q21/duckdb:parquet	564610229	584222733	0.97
tpch_q22/duckdb:parquet	294730011	294639799	1.00

duckdb / duckdb (0.995x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116265785	118628956	0.98
tpch_q02/duckdb:duckdb	46612276	47562846	0.98
tpch_q03/duckdb:duckdb	97077032	98796619	0.98
tpch_q04/duckdb:duckdb	132192679	133303135	0.99
tpch_q05/duckdb:duckdb	109238991	109959226	0.99
tpch_q06/duckdb:duckdb	36895167	39356099	0.94
tpch_q07/duckdb:duckdb	86785881	85869932	1.01
tpch_q08/duckdb:duckdb	110298392	110711339	1.00
tpch_q09/duckdb:duckdb	278326053	276218910	1.01
tpch_q10/duckdb:duckdb	203714403	205309705	0.99
tpch_q11/duckdb:duckdb	15885827	15529321	1.02
tpch_q12/duckdb:duckdb	84550555	84411578	1.00
tpch_q13/duckdb:duckdb	252983526	250126697	1.01
tpch_q14/duckdb:duckdb	70315872	72887839	0.96
tpch_q15/duckdb:duckdb	80051954	78497303	1.02
tpch_q16/duckdb:duckdb	72285957	73481733	0.98
tpch_q17/duckdb:duckdb	84953435	84881476	1.00
tpch_q18/duckdb:duckdb	214308192	212285924	1.01
tpch_q19/duckdb:duckdb	115099644	115117899	1.00
tpch_q20/duckdb:duckdb	110363232	110678645	1.00
tpch_q21/duckdb:duckdb	307714535	302016890	1.02
tpch_q22/duckdb:duckdb	64640656	65402747	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-8.1%	+0.3%	-8.4%	+10.4%	➖ noise
1	datafusion:vortex-compact	-4.2%	+0.3%	-4.5%	+11.3%	➖ noise
1	datafusion:vortex-file-compressed	-3.0%	+0.3%	-3.4%	+14.6%	➖ noise
1	duckdb:duckdb	-2.0%	+0.3%	-2.3%	+10.2%	➖ noise
1	duckdb:vortex-compact	-3.4%	+0.3%	-3.7%	+10.5%	➖ noise
1	duckdb:vortex-file-compressed	-0.9%	+0.3%	-1.3%	+10.9%	➖ noise
2	datafusion:arrow	-2.0%	-6.7%	+5.0%	+10.0%	➖ noise
2	datafusion:vortex-compact	-3.3%	-6.7%	+3.6%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-7.3%	-6.7%	-0.6%	+10.0%	➖ noise
2	duckdb:duckdb	-2.0%	-6.7%	+5.0%	+10.0%	➖ noise
2	duckdb:vortex-compact	-4.4%	-6.7%	+2.4%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-6.4%	-6.7%	+0.3%	+10.2%	➖ noise
3	datafusion:arrow	-13.9%	-0.5%	-13.4%	+10.0%	✅ faster
3	datafusion:vortex-compact	-2.7%	-0.5%	-2.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-5.8%	-0.5%	-5.3%	+10.0%	➖ noise
3	duckdb:duckdb	-1.7%	-0.5%	-1.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-4.7%	-0.5%	-4.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.1%	-0.5%	-2.6%	+10.0%	➖ noise
4	datafusion:arrow	-5.9%	-2.8%	-3.2%	+10.0%	➖ noise
4	datafusion:vortex-compact	-3.2%	-2.8%	-0.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-8.3%	-2.8%	-5.6%	+10.0%	➖ noise
4	duckdb:duckdb	-0.8%	-2.8%	+2.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	-13.5%	-2.8%	-11.0%	+10.0%	✅ faster
4	duckdb:vortex-file-compressed	-4.5%	-2.8%	-1.7%	+10.0%	➖ noise
5	datafusion:arrow	-5.7%	-2.3%	-3.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	-2.4%	-2.3%	-0.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-6.0%	-2.3%	-3.7%	+10.0%	➖ noise
5	duckdb:duckdb	-0.7%	-2.3%	+1.7%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.8%	-2.3%	-2.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.9%	-2.3%	-0.6%	+10.0%	➖ noise
6	datafusion:arrow	-11.4%	-0.6%	-10.9%	+10.0%	✅ faster
6	datafusion:vortex-compact	-3.0%	-0.6%	-2.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.0%	-0.6%	-3.5%	+10.0%	➖ noise
6	duckdb:duckdb	-6.3%	-0.6%	-5.7%	+18.8%	➖ noise
6	duckdb:vortex-compact	-11.4%	-0.6%	-10.9%	+11.5%	✅ faster
6	duckdb:vortex-file-compressed	-4.1%	-0.6%	-3.6%	+10.0%	➖ noise
7	datafusion:arrow	-8.5%	-1.7%	-7.0%	+10.0%	➖ noise
7	datafusion:vortex-compact	-3.4%	-1.7%	-1.8%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-10.0%	-1.7%	-8.4%	+10.0%	➖ noise
7	duckdb:duckdb	+1.1%	-1.7%	+2.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	-2.7%	-1.7%	-1.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.0%	-1.7%	-2.3%	+10.0%	➖ noise
8	datafusion:arrow	-10.8%	-1.5%	-9.5%	+10.0%	✅ faster
8	datafusion:vortex-compact	-2.9%	-1.5%	-1.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-5.9%	-1.5%	-4.5%	+10.0%	➖ noise
8	duckdb:duckdb	-0.4%	-1.5%	+1.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	-11.8%	-1.5%	-10.5%	+10.0%	✅ faster
8	duckdb:vortex-file-compressed	-1.8%	-1.5%	-0.3%	+10.0%	➖ noise
9	datafusion:arrow	-6.7%	-1.3%	-5.4%	+10.0%	➖ noise
9	datafusion:vortex-compact	-2.7%	-1.3%	-1.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-4.7%	-1.3%	-3.5%	+10.0%	➖ noise
9	duckdb:duckdb	+0.8%	-1.3%	+2.1%	+10.0%	➖ noise
9	duckdb:vortex-compact	-9.1%	-1.3%	-7.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.8%	-1.3%	+0.5%	+10.0%	➖ noise
10	datafusion:arrow	-9.2%	-2.4%	-7.0%	+10.0%	➖ noise
10	datafusion:vortex-compact	-0.8%	-2.4%	+1.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.0%	-2.4%	+1.5%	+10.0%	➖ noise
10	duckdb:duckdb	-0.8%	-2.4%	+1.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-4.8%	-2.4%	-2.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.1%	-2.4%	+3.6%	+10.0%	➖ noise
11	datafusion:arrow	-6.1%	-7.7%	+1.7%	+10.0%	➖ noise
11	datafusion:vortex-compact	+0.3%	-7.7%	+8.7%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.9%	-7.7%	+6.3%	+11.8%	➖ noise
11	duckdb:duckdb	+2.3%	-7.7%	+10.9%	+16.6%	➖ noise
11	duckdb:vortex-compact	-8.1%	-7.7%	-0.4%	+16.7%	➖ noise
11	duckdb:vortex-file-compressed	-6.2%	-7.7%	+1.7%	+14.3%	➖ noise
12	datafusion:arrow	-10.6%	-1.5%	-9.2%	+40.3%	➖ noise
12	datafusion:vortex-compact	-1.3%	-1.5%	+0.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.4%	-1.5%	+0.0%	+10.0%	➖ noise
12	duckdb:duckdb	+0.2%	-1.5%	+1.6%	+10.0%	➖ noise
12	duckdb:vortex-compact	-1.6%	-1.5%	-0.1%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.9%	-1.5%	+3.4%	+10.0%	➖ noise
13	datafusion:arrow	-3.1%	-2.2%	-0.9%	+10.0%	➖ noise
13	datafusion:vortex-compact	-0.6%	-2.2%	+1.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-4.0%	-2.2%	-1.9%	+10.0%	➖ noise
13	duckdb:duckdb	+1.1%	-2.2%	+3.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	-6.7%	-2.2%	-4.6%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.4%	-2.2%	+1.9%	+10.0%	➖ noise
14	datafusion:arrow	-6.7%	-0.0%	-6.7%	+10.0%	➖ noise
14	datafusion:vortex-compact	-0.4%	-0.0%	-0.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.9%	-0.0%	-1.8%	+10.0%	➖ noise
14	duckdb:duckdb	-3.5%	-0.0%	-3.5%	+10.0%	➖ noise
14	duckdb:vortex-compact	-4.7%	-0.0%	-4.7%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-4.4%	-0.0%	-4.4%	+11.5%	➖ noise
15	datafusion:arrow	-10.5%	+1.7%	-12.0%	+10.0%	✅ faster
15	datafusion:vortex-compact	-1.9%	+1.7%	-3.6%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-2.4%	+1.7%	-4.1%	+10.0%	➖ noise
15	duckdb:duckdb	+2.0%	+1.7%	+0.2%	+10.0%	➖ noise
15	duckdb:vortex-compact	-7.7%	+1.7%	-9.2%	+10.0%	✅ faster
15	duckdb:vortex-file-compressed	-3.1%	+1.7%	-4.8%	+10.0%	➖ noise
16	datafusion:arrow	+2.5%	-4.1%	+6.9%	+15.2%	➖ noise
16	datafusion:vortex-compact	+0.3%	-4.1%	+4.6%	+10.7%	➖ noise
16	datafusion:vortex-file-compressed	-4.3%	-4.1%	-0.2%	+10.0%	➖ noise
16	duckdb:duckdb	-1.6%	-4.1%	+2.6%	+10.0%	➖ noise
16	duckdb:vortex-compact	-4.2%	-4.1%	-0.1%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-2.5%	-4.1%	+1.7%	+10.0%	➖ noise
17	datafusion:arrow	-14.8%	-1.2%	-13.8%	+10.0%	✅ faster
17	datafusion:vortex-compact	-1.0%	-1.2%	+0.2%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-9.5%	-1.2%	-8.4%	+10.0%	➖ noise
17	duckdb:duckdb	+0.1%	-1.2%	+1.3%	+10.0%	➖ noise
17	duckdb:vortex-compact	-14.9%	-1.2%	-13.9%	+10.0%	✅ faster
17	duckdb:vortex-file-compressed	-5.2%	-1.2%	-4.1%	+10.0%	➖ noise
18	datafusion:arrow	-14.2%	-3.7%	-10.9%	+10.0%	✅ faster
18	datafusion:vortex-compact	-3.0%	-3.7%	+0.7%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-4.2%	-3.7%	-0.6%	+10.0%	➖ noise
18	duckdb:duckdb	+1.0%	-3.7%	+4.8%	+10.0%	➖ noise
18	duckdb:vortex-compact	-8.5%	-3.7%	-5.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+3.9%	-3.7%	+7.9%	+10.0%	➖ noise
19	datafusion:arrow	-14.2%	-1.3%	-13.0%	+10.0%	✅ faster
19	datafusion:vortex-compact	-1.0%	-1.3%	+0.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-2.7%	-1.3%	-1.4%	+10.0%	➖ noise
19	duckdb:duckdb	-0.0%	-1.3%	+1.3%	+10.0%	➖ noise
19	duckdb:vortex-compact	-1.7%	-1.3%	-0.4%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-8.2%	-1.3%	-7.0%	+10.0%	➖ noise
20	datafusion:arrow	-21.2%	-5.1%	-17.0%	+10.0%	✅ faster
20	datafusion:vortex-compact	-6.4%	-5.1%	-1.3%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+0.0%	-5.1%	+5.4%	+10.0%	➖ noise
20	duckdb:duckdb	-0.3%	-5.1%	+5.0%	+10.0%	➖ noise
20	duckdb:vortex-compact	-11.6%	-5.1%	-6.9%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-5.7%	-5.1%	-0.7%	+10.0%	➖ noise
21	datafusion:arrow	-13.9%	-7.2%	-7.3%	+10.0%	➖ noise
21	datafusion:vortex-compact	-4.0%	-7.2%	+3.4%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.9%	-7.2%	+5.7%	+10.0%	➖ noise
21	duckdb:duckdb	+1.9%	-7.2%	+9.7%	+10.0%	➖ noise
21	duckdb:vortex-compact	-8.9%	-7.2%	-1.9%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-7.5%	-7.2%	-0.4%	+10.0%	➖ noise
22	datafusion:arrow	-3.0%	-2.4%	-0.6%	+10.0%	➖ noise
22	datafusion:vortex-compact	-0.1%	-2.4%	+2.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+0.0%	-2.4%	+2.5%	+10.0%	➖ noise
22	duckdb:duckdb	-1.2%	-2.4%	+1.2%	+10.0%	➖ noise
22	duckdb:vortex-compact	-4.4%	-2.4%	-2.1%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+0.9%	-2.4%	+3.3%	+10.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.9%
Vortex (geomean): 1.025x ➖
Parquet (geomean): 0.987x ➖
Shifts: Parquet (control) -1.3% · Median polish +1.6%

---

duckdb / vortex-file-compressed (1.029x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11636127	10828287	1.07
statpopgen_q01/duckdb:vortex-file-compressed	28562141	27632287	1.03
statpopgen_q02/duckdb:vortex-file-compressed	1348606058	1290760933	1.04
statpopgen_q03/duckdb:vortex-file-compressed	3097632044	3099751620	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3070528952	3080489482	1.00
statpopgen_q05/duckdb:vortex-file-compressed	1402275379	1382648408	1.01
statpopgen_q06/duckdb:vortex-file-compressed	2081478556	2058366167	1.01
statpopgen_q07/duckdb:vortex-file-compressed	210107873	195973191	1.07
statpopgen_q08/duckdb:vortex-file-compressed	226595273	211908939	1.07
statpopgen_q09/duckdb:vortex-file-compressed	2868907231	2888470450	0.99
statpopgen_q10/duckdb:vortex-file-compressed	4676362898	4610166279	1.01

duckdb / vortex-compact (1.022x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11120421	10651348	1.04
statpopgen_q01/duckdb:vortex-compact	168609369	166729144	1.01
statpopgen_q02/duckdb:vortex-compact	1841321194	1817143643	1.01
statpopgen_q03/duckdb:vortex-compact	3562531153	3513250740	1.01
statpopgen_q04/duckdb:vortex-compact	3603083071	3505620703	1.03
statpopgen_q05/duckdb:vortex-compact	1880335663	1822932809	1.03
statpopgen_q06/duckdb:vortex-compact	2710819569	2667170284	1.02
statpopgen_q07/duckdb:vortex-compact	954403177	943653779	1.01
statpopgen_q08/duckdb:vortex-compact	1005595958	981634375	1.02
statpopgen_q09/duckdb:vortex-compact	3389544495	3316310862	1.02
statpopgen_q10/duckdb:vortex-compact	5472613875	5345149908	1.02

duckdb / parquet (0.987x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	320981548	332107379	0.97
statpopgen_q01/duckdb:parquet	410868255	420682279	0.98
statpopgen_q02/duckdb:parquet	1015166402	1088751415	0.93
statpopgen_q03/duckdb:parquet	1544947036	1629541811	0.95
statpopgen_q04/duckdb:parquet	1504028079	1603935420	0.94
statpopgen_q05/duckdb:parquet	1011826926	1003567780	1.01
statpopgen_q06/duckdb:parquet	1513768724	1474813031	1.03
statpopgen_q07/duckdb:parquet	1924441142	1852655895	1.04
statpopgen_q08/duckdb:parquet	1933614632	1870746526	1.03
statpopgen_q09/duckdb:parquet	1342969353	1371004599	0.98
statpopgen_q10/duckdb:parquet	2696135681	2663323828	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+4.4%	-3.4%	+8.0%	+10.7%	➖ noise
0	duckdb:vortex-file-compressed	+7.5%	-3.4%	+11.2%	+10.7%	🚨 regression
1	duckdb:vortex-compact	+1.1%	-2.3%	+3.5%	+42.0%	➖ noise
1	duckdb:vortex-file-compressed	+3.4%	-2.3%	+5.8%	+270.2%	➖ noise
2	duckdb:vortex-compact	+1.3%	-6.8%	+8.7%	+10.7%	➖ noise
2	duckdb:vortex-file-compressed	+4.5%	-6.8%	+12.1%	+10.7%	🚨 regression
3	duckdb:vortex-compact	+1.4%	-5.2%	+7.0%	+10.7%	➖ noise
3	duckdb:vortex-file-compressed	-0.1%	-5.2%	+5.4%	+10.7%	➖ noise
4	duckdb:vortex-compact	+2.8%	-6.2%	+9.6%	+10.7%	➖ noise
4	duckdb:vortex-file-compressed	-0.3%	-6.2%	+6.3%	+10.7%	➖ noise
5	duckdb:vortex-compact	+3.1%	+0.8%	+2.3%	+10.7%	➖ noise
5	duckdb:vortex-file-compressed	+1.4%	+0.8%	+0.6%	+10.7%	➖ noise
6	duckdb:vortex-compact	+1.6%	+2.6%	-1.0%	+10.7%	➖ noise
6	duckdb:vortex-file-compressed	+1.1%	+2.6%	-1.5%	+10.7%	➖ noise
7	duckdb:vortex-compact	+1.1%	+3.9%	-2.6%	+10.7%	➖ noise
7	duckdb:vortex-file-compressed	+7.2%	+3.9%	+3.2%	+10.7%	➖ noise
8	duckdb:vortex-compact	+2.4%	+3.4%	-0.9%	+10.7%	➖ noise
8	duckdb:vortex-file-compressed	+6.9%	+3.4%	+3.5%	+10.7%	➖ noise
9	duckdb:vortex-compact	+2.2%	-2.0%	+4.3%	+10.7%	➖ noise
9	duckdb:vortex-file-compressed	-0.7%	-2.0%	+1.4%	+10.7%	➖ noise
10	duckdb:vortex-compact	+2.4%	+1.2%	+1.1%	+10.7%	➖ noise
10	duckdb:vortex-file-compressed	+1.4%	+1.2%	+0.2%	+10.7%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Vortex (geomean): 0.994x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish -0.2%

---

datafusion / vortex-file-compressed (1.007x ➖, 2↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚀	1638745	1841716	0.89
clickbench_q01/datafusion:vortex-file-compressed 🚀	13031002	14526209	0.90
clickbench_q02/datafusion:vortex-file-compressed	31390164	31535086	1.00
clickbench_q03/datafusion:vortex-file-compressed	36946943	35662107	1.04
clickbench_q04/datafusion:vortex-file-compressed	317200074	312306067	1.02
clickbench_q05/datafusion:vortex-file-compressed	315750201	309717218	1.02
clickbench_q06/datafusion:vortex-file-compressed	1696790	1665341	1.02
clickbench_q07/datafusion:vortex-file-compressed	17996846	16922600	1.06
clickbench_q08/datafusion:vortex-file-compressed	385908518	384322616	1.00
clickbench_q09/datafusion:vortex-file-compressed	568694731	569701795	1.00
clickbench_q10/datafusion:vortex-file-compressed	74742077	71343250	1.05
clickbench_q11/datafusion:vortex-file-compressed	81406667	80276450	1.01
clickbench_q12/datafusion:vortex-file-compressed	277219557	272927508	1.02
clickbench_q13/datafusion:vortex-file-compressed	417856832	412634836	1.01
clickbench_q14/datafusion:vortex-file-compressed	255376919	258786603	0.99
clickbench_q15/datafusion:vortex-file-compressed	374941181	375956026	1.00
clickbench_q16/datafusion:vortex-file-compressed	721180625	720986064	1.00
clickbench_q17/datafusion:vortex-file-compressed	711348627	711005269	1.00
clickbench_q18/datafusion:vortex-file-compressed	1512777700	1450276193	1.04
clickbench_q19/datafusion:vortex-file-compressed	25571654	23573250	1.08
clickbench_q20/datafusion:vortex-file-compressed	350774468	349036422	1.00
clickbench_q21/datafusion:vortex-file-compressed	405149409	400909390	1.01
clickbench_q22/datafusion:vortex-file-compressed	539159026	520505230	1.04
clickbench_q23/datafusion:vortex-file-compressed 🚨	706081942	597806388	1.18
clickbench_q24/datafusion:vortex-file-compressed	44667348	47028459	0.95
clickbench_q25/datafusion:vortex-file-compressed	64694016	69775669	0.93
clickbench_q26/datafusion:vortex-file-compressed 🚨	53897676	45714108	1.18
clickbench_q27/datafusion:vortex-file-compressed	783583276	807810815	0.97
clickbench_q28/datafusion:vortex-file-compressed	6801655583	6690251866	1.02
clickbench_q29/datafusion:vortex-file-compressed	234437217	242279209	0.97
clickbench_q30/datafusion:vortex-file-compressed	238912168	234974076	1.02
clickbench_q31/datafusion:vortex-file-compressed	270344910	278759057	0.97
clickbench_q32/datafusion:vortex-file-compressed	1309964472	1325847845	0.99
clickbench_q33/datafusion:vortex-file-compressed	1401428883	1432127475	0.98
clickbench_q34/datafusion:vortex-file-compressed	1394936458	1435326742	0.97
clickbench_q35/datafusion:vortex-file-compressed	525785077	507774395	1.04
clickbench_q36/datafusion:vortex-file-compressed	78901587	79177789	1.00
clickbench_q37/datafusion:vortex-file-compressed	36959752	37144127	1.00
clickbench_q38/datafusion:vortex-file-compressed	24416457	24040731	1.02
clickbench_q39/datafusion:vortex-file-compressed	151022461	154026159	0.98
clickbench_q40/datafusion:vortex-file-compressed	19974365	19768962	1.01
clickbench_q41/datafusion:vortex-file-compressed	18520294	18688166	0.99
clickbench_q42/datafusion:vortex-file-compressed	22534100	21727989	1.04

datafusion / parquet (1.001x ➖, 1↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1545504	1531670	1.01
clickbench_q01/datafusion:parquet	21821459	21162770	1.03
clickbench_q02/datafusion:parquet	50292085	47658338	1.06
clickbench_q03/datafusion:parquet	40544535	42537418	0.95
clickbench_q04/datafusion:parquet	337792541	341008297	0.99
clickbench_q05/datafusion:parquet	381581391	375249420	1.02
clickbench_q06/datafusion:parquet	1542003	1545308	1.00
clickbench_q07/datafusion:parquet	26515163	26832860	0.99
clickbench_q08/datafusion:parquet	414338223	416039842	1.00
clickbench_q09/datafusion:parquet	645620035	653441194	0.99
clickbench_q10/datafusion:parquet	115234100	117106656	0.98
clickbench_q11/datafusion:parquet	141228286	143216677	0.99
clickbench_q12/datafusion:parquet	376892197	368872299	1.02
clickbench_q13/datafusion:parquet	518143609	513220847	1.01
clickbench_q14/datafusion:parquet	365666347	362655797	1.01
clickbench_q15/datafusion:parquet	387453258	398541378	0.97
clickbench_q16/datafusion:parquet	730173460	728977824	1.00
clickbench_q17/datafusion:parquet	734791281	721644150	1.02
clickbench_q18/datafusion:parquet	1497712842	1569026475	0.95
clickbench_q19/datafusion:parquet 🚀	33253802	37850659	0.88
clickbench_q20/datafusion:parquet	616736205	623027131	0.99
clickbench_q21/datafusion:parquet	692243439	675628508	1.02
clickbench_q22/datafusion:parquet	1004567386	996325782	1.01
clickbench_q23/datafusion:parquet	3735212753	3750820428	1.00
clickbench_q24/datafusion:parquet	96308087	92340727	1.04
clickbench_q25/datafusion:parquet	152591891	151583997	1.01
clickbench_q26/datafusion:parquet	95795335	94909900	1.01
clickbench_q27/datafusion:parquet	1067550361	1061186824	1.01
clickbench_q28/datafusion:parquet	6509129145	6455048847	1.01
clickbench_q29/datafusion:parquet	236735837	241101715	0.98
clickbench_q30/datafusion:parquet	371457112	379010555	0.98
clickbench_q31/datafusion:parquet	406314829	405308616	1.00
clickbench_q32/datafusion:parquet	1368601740	1320034356	1.04
clickbench_q33/datafusion:parquet	1547927306	1552785374	1.00
clickbench_q34/datafusion:parquet	1545961163	1529864853	1.01
clickbench_q35/datafusion:parquet	542454834	554709869	0.98
clickbench_q36/datafusion:parquet	141564364	141114625	1.00
clickbench_q37/datafusion:parquet	59120011	58814450	1.01
clickbench_q38/datafusion:parquet	97482679	89551453	1.09
clickbench_q39/datafusion:parquet	282249058	279196000	1.01
clickbench_q40/datafusion:parquet	35702986	36257134	0.98
clickbench_q41/datafusion:parquet	30512254	30122678	1.01
clickbench_q42/datafusion:parquet	32079353	31522266	1.02

duckdb / vortex-file-compressed (0.981x ➖, 2↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	5918179	5750590	1.03
clickbench_q01/duckdb:vortex-file-compressed	13371354	13390529	1.00
clickbench_q02/duckdb:vortex-file-compressed	21815110	23645650	0.92
clickbench_q03/duckdb:vortex-file-compressed	30214869	30603506	0.99
clickbench_q04/duckdb:vortex-file-compressed	183881862	174666277	1.05
clickbench_q05/duckdb:vortex-file-compressed	195081965	196310588	0.99
clickbench_q06/duckdb:vortex-file-compressed	18890987	18806573	1.00
clickbench_q07/duckdb:vortex-file-compressed	15899093	16173767	0.98
clickbench_q08/duckdb:vortex-file-compressed	262334793	264091995	0.99
clickbench_q09/duckdb:vortex-file-compressed	371351331	375036418	0.99
clickbench_q10/duckdb:vortex-file-compressed	71950069	72310163	1.00
clickbench_q11/duckdb:vortex-file-compressed	78663172	79675251	0.99
clickbench_q12/duckdb:vortex-file-compressed	216330883	213151579	1.01
clickbench_q13/duckdb:vortex-file-compressed	437865967	443840748	0.99
clickbench_q14/duckdb:vortex-file-compressed	243513889	240388977	1.01
clickbench_q15/duckdb:vortex-file-compressed	222089619	206960458	1.07
clickbench_q16/duckdb:vortex-file-compressed	696230365	706163741	0.99
clickbench_q17/duckdb:vortex-file-compressed	557450416	577329293	0.97
clickbench_q18/duckdb:vortex-file-compressed	1225917132	1213729971	1.01
clickbench_q19/duckdb:vortex-file-compressed	22310509	20480181	1.09
clickbench_q20/duckdb:vortex-file-compressed	399310828	393700220	1.01
clickbench_q21/duckdb:vortex-file-compressed	401765172	413217620	0.97
clickbench_q22/duckdb:vortex-file-compressed	676664434	663626437	1.02
clickbench_q23/duckdb:vortex-file-compressed	1322252911	1406888115	0.94
clickbench_q24/duckdb:vortex-file-compressed	38857470	43011364	0.90
clickbench_q25/duckdb:vortex-file-compressed	78138375	72889450	1.07
clickbench_q26/duckdb:vortex-file-compressed	40370165	44823458	0.90
clickbench_q27/duckdb:vortex-file-compressed	515810391	526694405	0.98
clickbench_q28/duckdb:vortex-file-compressed	2996247600	2995328124	1.00
clickbench_q29/duckdb:vortex-file-compressed	26054572	28498123	0.91
clickbench_q30/duckdb:vortex-file-compressed	170357436	172957656	0.98
clickbench_q31/duckdb:vortex-file-compressed	250012983	254999685	0.98
clickbench_q32/duckdb:vortex-file-compressed	1345367654	1320219399	1.02
clickbench_q33/duckdb:vortex-file-compressed	1604758085	1659827138	0.97
clickbench_q34/duckdb:vortex-file-compressed	1719200456	1692468453	1.02
clickbench_q35/duckdb:vortex-file-compressed	363695344	365027986	1.00
clickbench_q36/duckdb:vortex-file-compressed	30950352	32491349	0.95
clickbench_q37/duckdb:vortex-file-compressed	21591686	23062921	0.94
clickbench_q38/duckdb:vortex-file-compressed	23383185	25837501	0.91
clickbench_q39/duckdb:vortex-file-compressed	45206652	45669288	0.99
clickbench_q40/duckdb:vortex-file-compressed 🚀	22483102	26195538	0.86
clickbench_q41/duckdb:vortex-file-compressed	21575654	22995272	0.94
clickbench_q42/duckdb:vortex-file-compressed 🚀	23044548	26173270	0.88

duckdb / parquet (0.992x ➖, 1↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	217403621	213634416	1.02
clickbench_q01/duckdb:parquet	49719201	49651483	1.00
clickbench_q02/duckdb:parquet	65557148	65575643	1.00
clickbench_q03/duckdb:parquet	62800962	62951241	1.00
clickbench_q04/duckdb:parquet	204559089	204116995	1.00
clickbench_q05/duckdb:parquet	276331845	280134385	0.99
clickbench_q06/duckdb:parquet	59846092	58732751	1.02
clickbench_q07/duckdb:parquet	51027111	51437532	0.99
clickbench_q08/duckdb:parquet	267930281	269932762	0.99
clickbench_q09/duckdb:parquet	394704159	395143263	1.00
clickbench_q10/duckdb:parquet	94121732	98218468	0.96
clickbench_q11/duckdb:parquet	106361831	109202716	0.97
clickbench_q12/duckdb:parquet	297760125	294543094	1.01
clickbench_q13/duckdb:parquet	512367315	504583254	1.02
clickbench_q14/duckdb:parquet	329382080	326011016	1.01
clickbench_q15/duckdb:parquet	241103581	242746884	0.99
clickbench_q16/duckdb:parquet	609797304	604658158	1.01
clickbench_q17/duckdb:parquet	508410244	511858360	0.99
clickbench_q18/duckdb:parquet	1067233412	1050881863	1.02
clickbench_q19/duckdb:parquet	49393003	49523318	1.00
clickbench_q20/duckdb:parquet	427393660	432932908	0.99
clickbench_q21/duckdb:parquet	546450208	559475658	0.98
clickbench_q22/duckdb:parquet	930980579	935520998	1.00
clickbench_q23/duckdb:parquet	306438716	321666682	0.95
clickbench_q24/duckdb:parquet	76782591	77985500	0.98
clickbench_q25/duckdb:parquet	139786821	141048675	0.99
clickbench_q26/duckdb:parquet	52242685	51475302	1.01
clickbench_q27/duckdb:parquet	653557945	641682891	1.02
clickbench_q28/duckdb:parquet	4870520337	4820550428	1.01
clickbench_q29/duckdb:parquet	61893160	60888910	1.02
clickbench_q30/duckdb:parquet	306215683	305080914	1.00
clickbench_q31/duckdb:parquet	348941616	348566776	1.00
clickbench_q32/duckdb:parquet	1135576418	1225642231	0.93
clickbench_q33/duckdb:parquet 🚀	1193835693	1347130008	0.89
clickbench_q34/duckdb:parquet	1342331031	1323415431	1.01
clickbench_q35/duckdb:parquet	353069885	351491689	1.00
clickbench_q36/duckdb:parquet	64431325	63282812	1.02
clickbench_q37/duckdb:parquet	53668821	54473597	0.99
clickbench_q38/duckdb:parquet	57845799	59045824	0.98
clickbench_q39/duckdb:parquet	94722652	97714546	0.97
clickbench_q40/duckdb:parquet	54314448	54440789	1.00
clickbench_q41/duckdb:parquet	57242812	59433774	0.96
clickbench_q42/duckdb:parquet	49882033	49472250	1.01

duckdb / duckdb (0.999x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17895219	17409233	1.03
clickbench_q01/duckdb:duckdb	32347814	33136749	0.98
clickbench_q02/duckdb:duckdb	45378327	46193669	0.98
clickbench_q03/duckdb:duckdb	46486972	46294121	1.00
clickbench_q04/duckdb:duckdb	234461181	221304647	1.06
clickbench_q05/duckdb:duckdb	324100181	349470598	0.93
clickbench_q06/duckdb:duckdb	35582453	34987833	1.02
clickbench_q07/duckdb:duckdb	35320621	34998173	1.01
clickbench_q08/duckdb:duckdb	329569919	321829067	1.02
clickbench_q09/duckdb:duckdb	496943188	499249644	1.00
clickbench_q10/duckdb:duckdb	96091034	98447131	0.98
clickbench_q11/duckdb:duckdb	105923881	107013784	0.99
clickbench_q12/duckdb:duckdb	320074943	315043562	1.02
clickbench_q13/duckdb:duckdb	550561568	544950430	1.01
clickbench_q14/duckdb:duckdb	354942017	349928495	1.01
clickbench_q15/duckdb:duckdb	267994331	265068757	1.01
clickbench_q16/duckdb:duckdb	687099197	677036091	1.01
clickbench_q17/duckdb:duckdb	579920927	589301161	0.98
clickbench_q18/duckdb:duckdb	1288134097	1279991304	1.01
clickbench_q19/duckdb:duckdb	34836816	34789665	1.00
clickbench_q20/duckdb:duckdb	1012194660	1012118299	1.00
clickbench_q21/duckdb:duckdb	1087746513	1110845394	0.98
clickbench_q22/duckdb:duckdb	1101442191	1104009389	1.00
clickbench_q23/duckdb:duckdb	253395353	251951383	1.01
clickbench_q24/duckdb:duckdb	58572656	61212954	0.96
clickbench_q25/duckdb:duckdb	122773139	124118130	0.99
clickbench_q26/duckdb:duckdb	51897793	54974178	0.94
clickbench_q27/duckdb:duckdb	1117259894	1110014371	1.01
clickbench_q28/duckdb:duckdb	4644990171	4656719699	1.00
clickbench_q29/duckdb:duckdb	47918312	48167456	0.99
clickbench_q30/duckdb:duckdb	291827793	310815193	0.94
clickbench_q31/duckdb:duckdb	421974096	441862507	0.95
clickbench_q32/duckdb:duckdb	1417371805	1528960672	0.93
clickbench_q33/duckdb:duckdb	2020656824	1959075640	1.03
clickbench_q34/duckdb:duckdb	2162164059	2020896314	1.07
clickbench_q35/duckdb:duckdb	262670985	263687898	1.00
clickbench_q36/duckdb:duckdb	42029921	38776130	1.08
clickbench_q37/duckdb:duckdb	31133208	31035923	1.00
clickbench_q38/duckdb:duckdb	30825281	31085548	0.99
clickbench_q39/duckdb:duckdb	66287883	62784669	1.06
clickbench_q40/duckdb:duckdb	31154870	31287504	1.00
clickbench_q41/duckdb:duckdb	29796995	29727255	1.00
clickbench_q42/duckdb:duckdb	31199406	31307083	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-11.0%	+1.3%	-12.2%	+746.3%	➖ noise
0	duckdb:duckdb	+2.8%	+1.3%	+1.4%	+315.6%	➖ noise
0	duckdb:vortex-file-compressed	+2.9%	+1.3%	+1.6%	+373.4%	➖ noise
1	datafusion:vortex-file-compressed	-10.3%	+1.6%	-11.7%	+38.7%	➖ noise
1	duckdb:duckdb	-2.4%	+1.6%	-3.9%	+76.4%	➖ noise
1	duckdb:vortex-file-compressed	-0.1%	+1.6%	-1.7%	+16.2%	➖ noise
2	datafusion:vortex-file-compressed	-0.5%	+2.7%	-3.1%	+33.3%	➖ noise
2	duckdb:duckdb	-1.8%	+2.7%	-4.4%	+29.3%	➖ noise
2	duckdb:vortex-file-compressed	-7.7%	+2.7%	-10.2%	+14.0%	➖ noise
3	datafusion:vortex-file-compressed	+3.6%	-2.5%	+6.2%	+180.0%	➖ noise
3	duckdb:duckdb	+0.4%	-2.5%	+3.0%	+73.9%	➖ noise
3	duckdb:vortex-file-compressed	-1.3%	-2.5%	+1.2%	+31.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.6%	-0.4%	+1.9%	+10.0%	➖ noise
4	duckdb:duckdb	+5.9%	-0.4%	+6.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+5.3%	-0.4%	+5.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.9%	+0.2%	+1.8%	+10.0%	➖ noise
5	duckdb:duckdb	-7.3%	+0.2%	-7.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.6%	+0.2%	-0.8%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.9%	+0.8%	+1.0%	+44.6%	➖ noise
6	duckdb:duckdb	+1.7%	+0.8%	+0.9%	+29.3%	➖ noise
6	duckdb:vortex-file-compressed	+0.4%	+0.8%	-0.4%	+19.5%	➖ noise
7	datafusion:vortex-file-compressed	+6.3%	-1.0%	+7.4%	+11.1%	➖ noise
7	duckdb:duckdb	+0.9%	-1.0%	+1.9%	+11.9%	➖ noise
7	duckdb:vortex-file-compressed	-1.7%	-1.0%	-0.7%	+10.1%	➖ noise
8	datafusion:vortex-file-compressed	+0.4%	-0.6%	+1.0%	+10.0%	➖ noise
8	duckdb:duckdb	+2.4%	-0.6%	+3.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.7%	-0.6%	-0.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.2%	-0.7%	+0.5%	+10.0%	➖ noise
9	duckdb:duckdb	-0.5%	-0.7%	+0.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.0%	-0.7%	-0.3%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+4.8%	-2.9%	+7.9%	+10.4%	➖ noise
10	duckdb:duckdb	-2.4%	-2.9%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.5%	-2.9%	+2.5%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+1.4%	-2.0%	+3.5%	+10.0%	➖ noise
11	duckdb:duckdb	-1.0%	-2.0%	+1.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.3%	-2.0%	+0.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+1.6%	+1.6%	-0.1%	+10.0%	➖ noise
12	duckdb:duckdb	+1.6%	+1.6%	-0.0%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.5%	+1.6%	-0.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.3%	+1.3%	+0.0%	+10.0%	➖ noise
13	duckdb:duckdb	+1.0%	+1.3%	-0.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-1.3%	+1.3%	-2.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.3%	+0.9%	-2.2%	+10.0%	➖ noise
14	duckdb:duckdb	+1.4%	+0.9%	+0.5%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.3%	+0.9%	+0.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.3%	-1.7%	+1.5%	+10.0%	➖ noise
15	duckdb:duckdb	+1.1%	-1.7%	+2.9%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+7.3%	-1.7%	+9.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.0%	+0.5%	-0.5%	+10.0%	➖ noise
16	duckdb:duckdb	+1.5%	+0.5%	+1.0%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-1.4%	+0.5%	-1.9%	+13.3%	➖ noise
17	datafusion:vortex-file-compressed	+0.0%	+0.6%	-0.5%	+10.0%	➖ noise
17	duckdb:duckdb	-1.6%	+0.6%	-2.1%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-3.4%	+0.6%	-4.0%	+12.7%	➖ noise
18	datafusion:vortex-file-compressed	+4.3%	-1.5%	+5.9%	+10.0%	➖ noise
18	duckdb:duckdb	+0.6%	-1.5%	+2.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.0%	-1.5%	+2.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+8.5%	-6.4%	+15.9%	+23.4%	➖ noise
19	duckdb:duckdb	+0.1%	-6.4%	+7.0%	+21.6%	➖ noise
19	duckdb:vortex-file-compressed	+8.9%	-6.4%	+16.4%	+35.1%	➖ noise
20	datafusion:vortex-file-compressed	+0.5%	-1.1%	+1.7%	+187.6%	➖ noise
20	duckdb:duckdb	+0.0%	-1.1%	+1.2%	+28.9%	➖ noise
20	duckdb:vortex-file-compressed	+1.4%	-1.1%	+2.6%	+10.1%	➖ noise
21	datafusion:vortex-file-compressed	+1.1%	+0.0%	+1.0%	+10.0%	➖ noise
21	duckdb:duckdb	-2.1%	+0.0%	-2.1%	+11.6%	➖ noise
21	duckdb:vortex-file-compressed	-2.8%	+0.0%	-2.8%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+3.6%	+0.2%	+3.4%	+10.0%	➖ noise
22	duckdb:duckdb	-0.2%	+0.2%	-0.4%	+12.9%	➖ noise
22	duckdb:vortex-file-compressed	+2.0%	+0.2%	+1.8%	+22.1%	➖ noise
23	datafusion:vortex-file-compressed	+18.1%	-2.6%	+21.3%	+57.8%	➖ noise
23	duckdb:duckdb	+0.6%	-2.6%	+3.3%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-6.0%	-2.6%	-3.5%	+12.9%	➖ noise
24	datafusion:vortex-file-compressed	-5.0%	+1.3%	-6.3%	+14.6%	➖ noise
24	duckdb:duckdb	-4.3%	+1.3%	-5.6%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-9.7%	+1.3%	-10.8%	+42.7%	➖ noise
25	datafusion:vortex-file-compressed	-7.3%	-0.1%	-7.2%	+10.0%	➖ noise
25	duckdb:duckdb	-1.1%	-0.1%	-1.0%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+7.2%	-0.1%	+7.3%	+10.6%	➖ noise
26	datafusion:vortex-file-compressed	+17.9%	+1.2%	+16.5%	+16.2%	🚨 regression
26	duckdb:duckdb	-5.6%	+1.2%	-6.7%	+12.6%	➖ noise
26	duckdb:vortex-file-compressed	-9.9%	+1.2%	-11.0%	+14.2%	➖ noise
27	datafusion:vortex-file-compressed	-3.0%	+1.2%	-4.2%	+10.0%	➖ noise
27	duckdb:duckdb	+0.7%	+1.2%	-0.6%	+10.4%	➖ noise
27	duckdb:vortex-file-compressed	-2.1%	+1.2%	-3.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+1.7%	+0.9%	+0.7%	+10.0%	➖ noise
28	duckdb:duckdb	-0.3%	+0.9%	-1.2%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.0%	+0.9%	-0.9%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-3.2%	-0.1%	-3.1%	+10.0%	➖ noise
29	duckdb:duckdb	-0.5%	-0.1%	-0.4%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-8.6%	-0.1%	-8.5%	+10.8%	➖ noise
30	datafusion:vortex-file-compressed	+1.7%	-0.8%	+2.5%	+10.0%	➖ noise
30	duckdb:duckdb	-6.1%	-0.8%	-5.3%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-1.5%	-0.8%	-0.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-3.0%	+0.2%	-3.2%	+10.0%	➖ noise
31	duckdb:duckdb	-4.5%	+0.2%	-4.7%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-2.0%	+0.2%	-2.1%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-1.2%	-2.0%	+0.8%	+16.6%	➖ noise
32	duckdb:duckdb	-7.3%	-2.0%	-5.4%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+1.9%	-2.0%	+4.0%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-2.1%	-6.0%	+4.1%	+12.6%	➖ noise
33	duckdb:duckdb	+3.1%	-6.0%	+9.7%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-3.3%	-6.0%	+2.9%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-2.8%	+1.2%	-4.0%	+10.0%	➖ noise
34	duckdb:duckdb	+7.0%	+1.2%	+5.7%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+1.6%	+1.2%	+0.3%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+3.5%	-0.9%	+4.5%	+10.0%	➖ noise
35	duckdb:duckdb	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-0.3%	+1.1%	-1.4%	+10.0%	➖ noise
36	duckdb:duckdb	+8.4%	+1.1%	+7.3%	+13.7%	➖ noise
36	duckdb:vortex-file-compressed	-4.7%	+1.1%	-5.7%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-0.5%	-0.5%	-0.0%	+10.0%	➖ noise
37	duckdb:duckdb	+0.3%	-0.5%	+0.8%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-6.4%	-0.5%	-5.9%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+1.6%	+3.3%	-1.7%	+10.0%	➖ noise
38	duckdb:duckdb	-0.8%	+3.3%	-4.0%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-9.5%	+3.3%	-12.4%	+10.0%	✅ faster
39	datafusion:vortex-file-compressed	-2.0%	-1.0%	-1.0%	+10.0%	➖ noise
39	duckdb:duckdb	+5.6%	-1.0%	+6.7%	+21.8%	➖ noise
39	duckdb:vortex-file-compressed	-1.0%	-1.0%	-0.0%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+1.0%	-0.9%	+1.9%	+10.0%	➖ noise
40	duckdb:duckdb	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	-14.2%	-0.9%	-13.4%	+12.4%	✅ faster
41	datafusion:vortex-file-compressed	-0.9%	-1.2%	+0.3%	+10.0%	➖ noise
41	duckdb:duckdb	+0.2%	-1.2%	+1.5%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-6.2%	-1.2%	-5.0%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	+3.7%	+1.3%	+2.4%	+10.0%	➖ noise
42	duckdb:duckdb	-0.3%	+1.3%	-1.6%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-12.0%	+1.3%	-13.1%	+12.9%	✅ faster

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -5.5%
Vortex (geomean): 0.989x ➖
Parquet (geomean): 1.046x ➖
Shifts: Parquet (control) +4.6% · Median polish +2.1%

---

datafusion / vortex-file-compressed (0.901x ➖, 4↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	239124370	238391655	1.00
tpch_q02/datafusion:vortex-file-compressed	543861987	593077938	0.92
tpch_q03/datafusion:vortex-file-compressed	396756433	564904622	0.70
tpch_q04/datafusion:vortex-file-compressed	269122418	281469564	0.96
tpch_q05/datafusion:vortex-file-compressed	571971324	446840385	1.28
tpch_q06/datafusion:vortex-file-compressed	331667917	295347845	1.12
tpch_q07/datafusion:vortex-file-compressed	628121649	509874746	1.23
tpch_q08/datafusion:vortex-file-compressed	855261118	688339455	1.24
tpch_q09/datafusion:vortex-file-compressed	568897431	773482574	0.74
tpch_q10/datafusion:vortex-file-compressed 🚀	508225347	772218947	0.66
tpch_q11/datafusion:vortex-file-compressed 🚀	301112308	542871871	0.55
tpch_q12/datafusion:vortex-file-compressed	574516144	603465934	0.95
tpch_q13/datafusion:vortex-file-compressed	232120016	204085851	1.14
tpch_q14/datafusion:vortex-file-compressed 🚀	255310295	398291111	0.64
tpch_q15/datafusion:vortex-file-compressed 🚀	388539305	602169119	0.65
tpch_q16/datafusion:vortex-file-compressed	208778308	230018883	0.91
tpch_q17/datafusion:vortex-file-compressed	389496883	448133730	0.87
tpch_q18/datafusion:vortex-file-compressed	382557323	499749575	0.77
tpch_q19/datafusion:vortex-file-compressed	452127715	465624981	0.97
tpch_q20/datafusion:vortex-file-compressed	518024898	438260821	1.18
tpch_q21/datafusion:vortex-file-compressed	539744012	714799476	0.76
tpch_q22/datafusion:vortex-file-compressed	291978481	249013854	1.17

datafusion / vortex-compact (1.068x ➖, 0↑ 1↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	256449737	238952260	1.07
tpch_q02/datafusion:vortex-compact	445633441	422333772	1.06
tpch_q03/datafusion:vortex-compact	337322384	337278847	1.00
tpch_q04/datafusion:vortex-compact	312973712	251552570	1.24
tpch_q05/datafusion:vortex-compact	482645097	381405110	1.27
tpch_q06/datafusion:vortex-compact 🚨	390197145	298814919	1.31
tpch_q07/datafusion:vortex-compact	467814057	410323304	1.14
tpch_q08/datafusion:vortex-compact	504198470	523578690	0.96
tpch_q09/datafusion:vortex-compact	491410736	483385314	1.02
tpch_q10/datafusion:vortex-compact	460100051	508483452	0.90
tpch_q11/datafusion:vortex-compact	257785860	297088800	0.87
tpch_q12/datafusion:vortex-compact	516202832	431005266	1.20
tpch_q13/datafusion:vortex-compact	242346718	226495115	1.07
tpch_q14/datafusion:vortex-compact	317332110	367007044	0.86
tpch_q15/datafusion:vortex-compact	543015684	495281905	1.10
tpch_q16/datafusion:vortex-compact	229216359	198753578	1.15
tpch_q17/datafusion:vortex-compact	408766417	326904564	1.25
tpch_q18/datafusion:vortex-compact	396157833	333945133	1.19
tpch_q19/datafusion:vortex-compact	495121664	428989145	1.15
tpch_q20/datafusion:vortex-compact	506161665	471041741	1.07
tpch_q21/datafusion:vortex-compact	607299805	557567333	1.09
tpch_q22/datafusion:vortex-compact	144116769	193921410	0.74

datafusion / parquet (1.064x ➖, 0↑ 3↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	245025734	211152094	1.16
tpch_q02/datafusion:parquet 🚨	634824278	478412390	1.33
tpch_q03/datafusion:parquet	407472949	359788076	1.13
tpch_q04/datafusion:parquet	191962734	211121918	0.91
tpch_q05/datafusion:parquet	693262372	570321905	1.22
tpch_q06/datafusion:parquet	203362306	251349249	0.81
tpch_q07/datafusion:parquet	631265912	585748220	1.08
tpch_q08/datafusion:parquet	796198570	787603321	1.01
tpch_q09/datafusion:parquet	563587232	616030002	0.91
tpch_q10/datafusion:parquet	629981561	773221751	0.81
tpch_q11/datafusion:parquet 🚨	474527417	351367741	1.35
tpch_q12/datafusion:parquet	288135218	291137389	0.99
tpch_q13/datafusion:parquet	471077361	436310023	1.08
tpch_q14/datafusion:parquet	265786012	218077219	1.22
tpch_q15/datafusion:parquet 🚨	420025209	291041244	1.44
tpch_q16/datafusion:parquet	220742110	201966902	1.09
tpch_q17/datafusion:parquet	513618556	407173310	1.26
tpch_q18/datafusion:parquet	592806918	550846758	1.08
tpch_q19/datafusion:parquet	385685106	450039002	0.86
tpch_q20/datafusion:parquet	441414601	446968829	0.99
tpch_q21/datafusion:parquet	661058278	668051009	0.99
tpch_q22/datafusion:parquet	175363774	177939023	0.99

duckdb / vortex-file-compressed (0.992x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	316055991	320134815	0.99
tpch_q02/duckdb:vortex-file-compressed	1013127345	960034959	1.06
tpch_q03/duckdb:vortex-file-compressed	647496299	617157829	1.05
tpch_q04/duckdb:vortex-file-compressed	398650004	399713707	1.00
tpch_q05/duckdb:vortex-file-compressed	832006749	850293264	0.98
tpch_q06/duckdb:vortex-file-compressed	327999031	358996247	0.91
tpch_q07/duckdb:vortex-file-compressed	758076540	753695573	1.01
tpch_q08/duckdb:vortex-file-compressed	1091088882	911204882	1.20
tpch_q09/duckdb:vortex-file-compressed	928238097	921891096	1.01
tpch_q10/duckdb:vortex-file-compressed	726743057	827199521	0.88
tpch_q11/duckdb:vortex-file-compressed	523844366	509655594	1.03
tpch_q12/duckdb:vortex-file-compressed	515659801	504998030	1.02
tpch_q13/duckdb:vortex-file-compressed	447682499	444200287	1.01
tpch_q14/duckdb:vortex-file-compressed	418081246	540859770	0.77
tpch_q15/duckdb:vortex-file-compressed	284769998	308462979	0.92
tpch_q16/duckdb:vortex-file-compressed	363277948	350968928	1.04
tpch_q17/duckdb:vortex-file-compressed	607412945	693626732	0.88
tpch_q18/duckdb:vortex-file-compressed	563446509	550346631	1.02
tpch_q19/duckdb:vortex-file-compressed	495852833	409957933	1.21
tpch_q20/duckdb:vortex-file-compressed	780828271	817620289	0.96
tpch_q21/duckdb:vortex-file-compressed	1035268415	1040601513	0.99
tpch_q22/duckdb:vortex-file-compressed	381242163	377257695	1.01

duckdb / vortex-compact (1.000x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	301287121	328862290	0.92
tpch_q02/duckdb:vortex-compact	929786405	936615460	0.99
tpch_q03/duckdb:vortex-compact	541304966	560736608	0.97
tpch_q04/duckdb:vortex-compact	368867045	444585158	0.83
tpch_q05/duckdb:vortex-compact	927439827	912461450	1.02
tpch_q06/duckdb:vortex-compact	393507280	459203816	0.86
tpch_q07/duckdb:vortex-compact	731643157	802878218	0.91
tpch_q08/duckdb:vortex-compact	886337994	968743719	0.91
tpch_q09/duckdb:vortex-compact	913524437	868815152	1.05
tpch_q10/duckdb:vortex-compact	683365849	739525608	0.92
tpch_q11/duckdb:vortex-compact	480176238	506617915	0.95
tpch_q12/duckdb:vortex-compact	436879808	438183588	1.00
tpch_q13/duckdb:vortex-compact	443987008	434181903	1.02
tpch_q14/duckdb:vortex-compact	475124991	452644704	1.05
tpch_q15/duckdb:vortex-compact	323332463	260777292	1.24
tpch_q16/duckdb:vortex-compact	353590352	278701431	1.27
tpch_q17/duckdb:vortex-compact	649404905	629254961	1.03
tpch_q18/duckdb:vortex-compact	570695205	477203881	1.20
tpch_q19/duckdb:vortex-compact	470200728	444732236	1.06
tpch_q20/duckdb:vortex-compact	787472242	807415658	0.98
tpch_q21/duckdb:vortex-compact	1061801217	1084914849	0.98
tpch_q22/duckdb:vortex-compact	354949421	361441870	0.98

duckdb / parquet (1.027x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	634838688	488478702	1.30
tpch_q02/duckdb:parquet	1645772143	1315328158	1.25
tpch_q03/duckdb:parquet	1169815449	961099176	1.22
tpch_q04/duckdb:parquet	636651316	656830562	0.97
tpch_q05/duckdb:parquet	1734771017	1507667728	1.15
tpch_q06/duckdb:parquet	466452335	378001627	1.23
tpch_q07/duckdb:parquet	1395267485	1233377546	1.13
tpch_q08/duckdb:parquet	1794918717	1720483148	1.04
tpch_q09/duckdb:parquet	1461930017	1438288507	1.02
tpch_q10/duckdb:parquet	1386142963	1390681559	1.00
tpch_q11/duckdb:parquet	879192297	848139268	1.04
tpch_q12/duckdb:parquet	643729659	675186367	0.95
tpch_q13/duckdb:parquet	941975463	905537437	1.04
tpch_q14/duckdb:parquet	628436494	759937076	0.83
tpch_q15/duckdb:parquet	545475523	478646463	1.14
tpch_q16/duckdb:parquet	574649747	538099030	1.07
tpch_q17/duckdb:parquet	787199870	803937390	0.98
tpch_q18/duckdb:parquet	848273595	870302994	0.97
tpch_q19/duckdb:parquet	797927279	952441413	0.84
tpch_q20/duckdb:parquet	1017923652	1247569866	0.82
tpch_q21/duckdb:parquet	1256535402	1364086848	0.92
tpch_q22/duckdb:parquet	510972751	570485687	0.90

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+7.3%	+22.8%	-12.6%	+126.7%	➖ noise
1	datafusion:vortex-file-compressed	+0.3%	+22.8%	-18.3%	+103.3%	➖ noise
1	duckdb:vortex-compact	-8.4%	+22.8%	-25.4%	+47.8%	➖ noise
1	duckdb:vortex-file-compressed	-1.3%	+22.8%	-19.6%	+50.5%	➖ noise
2	datafusion:vortex-compact	+5.5%	+28.9%	-18.1%	+50.8%	➖ noise
2	datafusion:vortex-file-compressed	-8.3%	+28.9%	-28.8%	+36.1%	✅ faster
2	duckdb:vortex-compact	-0.7%	+28.9%	-23.0%	+36.1%	➖ noise
2	duckdb:vortex-file-compressed	+5.5%	+28.9%	-18.1%	+36.1%	➖ noise
3	datafusion:vortex-compact	+0.0%	+17.4%	-14.8%	+58.5%	➖ noise
3	datafusion:vortex-file-compressed	-29.8%	+17.4%	-40.2%	+62.7%	✅ faster
3	duckdb:vortex-compact	-3.5%	+17.4%	-17.8%	+36.1%	➖ noise
3	duckdb:vortex-file-compressed	+4.9%	+17.4%	-10.6%	+36.1%	➖ noise
4	datafusion:vortex-compact	+24.4%	-6.1%	+32.5%	+53.8%	➖ noise
4	datafusion:vortex-file-compressed	-4.4%	-6.1%	+1.8%	+36.1%	➖ noise
4	duckdb:vortex-compact	-17.0%	-6.1%	-11.6%	+36.1%	➖ noise
4	duckdb:vortex-file-compressed	-0.3%	-6.1%	+6.2%	+36.1%	➖ noise
5	datafusion:vortex-compact	+26.5%	+18.3%	+7.0%	+39.6%	➖ noise
5	datafusion:vortex-file-compressed	+28.0%	+18.3%	+8.2%	+37.8%	➖ noise
5	duckdb:vortex-compact	+1.6%	+18.3%	-14.1%	+36.1%	➖ noise
5	duckdb:vortex-file-compressed	-2.2%	+18.3%	-17.3%	+36.1%	➖ noise
6	datafusion:vortex-compact	+30.6%	-0.1%	+30.7%	+36.1%	➖ noise
6	datafusion:vortex-file-compressed	+12.3%	-0.1%	+12.4%	+36.1%	➖ noise
6	duckdb:vortex-compact	-14.3%	-0.1%	-14.2%	+36.1%	➖ noise
6	duckdb:vortex-file-compressed	-8.6%	-0.1%	-8.6%	+36.1%	➖ noise
7	datafusion:vortex-compact	+14.0%	+10.4%	+3.3%	+36.1%	➖ noise
7	datafusion:vortex-file-compressed	+23.2%	+10.4%	+11.6%	+36.1%	➖ noise
7	duckdb:vortex-compact	-8.9%	+10.4%	-17.5%	+36.1%	➖ noise
7	duckdb:vortex-file-compressed	+0.6%	+10.4%	-8.9%	+36.1%	➖ noise
8	datafusion:vortex-compact	-3.7%	+2.7%	-6.2%	+36.1%	➖ noise
8	datafusion:vortex-file-compressed	+24.2%	+2.7%	+21.0%	+36.1%	➖ noise
8	duckdb:vortex-compact	-8.5%	+2.7%	-10.9%	+36.1%	➖ noise
8	duckdb:vortex-file-compressed	+19.7%	+2.7%	+16.6%	+36.1%	➖ noise
9	datafusion:vortex-compact	+1.7%	-3.6%	+5.4%	+36.1%	➖ noise
9	datafusion:vortex-file-compressed	-26.4%	-3.6%	-23.7%	+36.1%	➖ noise
9	duckdb:vortex-compact	+5.1%	-3.6%	+9.0%	+36.1%	➖ noise
9	duckdb:vortex-file-compressed	+0.7%	-3.6%	+4.4%	+36.1%	➖ noise
10	datafusion:vortex-compact	-9.5%	-9.9%	+0.4%	+36.1%	➖ noise
10	datafusion:vortex-file-compressed	-34.2%	-9.9%	-27.0%	+36.1%	✅ faster
10	duckdb:vortex-compact	-7.6%	-9.9%	+2.5%	+36.1%	➖ noise
10	duckdb:vortex-file-compressed	-12.1%	-9.9%	-2.5%	+36.1%	➖ noise
11	datafusion:vortex-compact	-13.2%	+18.3%	-26.7%	+36.1%	✅ faster
11	datafusion:vortex-file-compressed	-44.5%	+18.3%	-53.1%	+36.1%	✅ faster
11	duckdb:vortex-compact	-5.2%	+18.3%	-19.9%	+36.1%	➖ noise
11	duckdb:vortex-file-compressed	+2.8%	+18.3%	-13.1%	+36.1%	➖ noise
12	datafusion:vortex-compact	+19.8%	-2.9%	+23.3%	+36.1%	➖ noise
12	datafusion:vortex-file-compressed	-4.8%	-2.9%	-2.0%	+41.9%	➖ noise
12	duckdb:vortex-compact	-0.3%	-2.9%	+2.6%	+36.1%	➖ noise
12	duckdb:vortex-file-compressed	+2.1%	-2.9%	+5.1%	+36.1%	➖ noise
13	datafusion:vortex-compact	+7.0%	+6.0%	+1.0%	+36.1%	➖ noise
13	datafusion:vortex-file-compressed	+13.7%	+6.0%	+7.3%	+51.3%	➖ noise
13	duckdb:vortex-compact	+2.3%	+6.0%	-3.5%	+36.1%	➖ noise
13	duckdb:vortex-file-compressed	+0.8%	+6.0%	-4.9%	+36.1%	➖ noise
14	datafusion:vortex-compact	-13.5%	+0.4%	-13.9%	+36.1%	➖ noise
14	datafusion:vortex-file-compressed	-35.9%	+0.4%	-36.1%	+77.7%	➖ noise
14	duckdb:vortex-compact	+5.0%	+0.4%	+4.6%	+36.1%	➖ noise
14	duckdb:vortex-file-compressed	-22.7%	+0.4%	-23.0%	+39.1%	➖ noise
15	datafusion:vortex-compact	+9.6%	+28.2%	-14.5%	+36.1%	➖ noise
15	datafusion:vortex-file-compressed	-35.5%	+28.2%	-49.7%	+53.0%	✅ faster
15	duckdb:vortex-compact	+24.0%	+28.2%	-3.3%	+36.1%	➖ noise
15	duckdb:vortex-file-compressed	-7.7%	+28.2%	-28.0%	+36.1%	✅ faster
16	datafusion:vortex-compact	+15.3%	+8.0%	+6.7%	+36.1%	➖ noise
16	datafusion:vortex-file-compressed	-9.2%	+8.0%	-16.0%	+36.1%	➖ noise
16	duckdb:vortex-compact	+26.9%	+8.0%	+17.4%	+36.1%	➖ noise
16	duckdb:vortex-file-compressed	+3.5%	+8.0%	-4.2%	+36.1%	➖ noise
17	datafusion:vortex-compact	+25.0%	+11.1%	+12.5%	+36.1%	➖ noise
17	datafusion:vortex-file-compressed	-13.1%	+11.1%	-21.8%	+40.9%	➖ noise
17	duckdb:vortex-compact	+3.2%	+11.1%	-7.1%	+36.1%	➖ noise
17	duckdb:vortex-file-compressed	-12.4%	+11.1%	-21.2%	+36.1%	➖ noise
18	datafusion:vortex-compact	+18.6%	+2.4%	+15.8%	+36.1%	➖ noise
18	datafusion:vortex-file-compressed	-23.5%	+2.4%	-25.3%	+84.4%	➖ noise
18	duckdb:vortex-compact	+19.6%	+2.4%	+16.8%	+36.1%	➖ noise
18	duckdb:vortex-file-compressed	+2.4%	+2.4%	-0.0%	+36.1%	➖ noise
19	datafusion:vortex-compact	+15.4%	-15.3%	+36.2%	+36.1%	🚨 regression
19	datafusion:vortex-file-compressed	-2.9%	-15.3%	+14.6%	+36.1%	➖ noise
19	duckdb:vortex-compact	+5.7%	-15.3%	+24.8%	+36.1%	➖ noise
19	duckdb:vortex-file-compressed	+21.0%	-15.3%	+42.7%	+42.8%	➖ noise
20	datafusion:vortex-compact	+7.5%	-10.2%	+19.7%	+36.1%	➖ noise
20	datafusion:vortex-file-compressed	+18.2%	-10.2%	+31.7%	+36.1%	➖ noise
20	duckdb:vortex-compact	-2.5%	-10.2%	+8.6%	+36.1%	➖ noise
20	duckdb:vortex-file-compressed	-4.5%	-10.2%	+6.4%	+36.1%	➖ noise
21	datafusion:vortex-compact	+8.9%	-4.5%	+14.1%	+36.1%	➖ noise
21	datafusion:vortex-file-compressed	-24.5%	-4.5%	-20.9%	+36.1%	➖ noise
21	duckdb:vortex-compact	-2.1%	-4.5%	+2.5%	+36.1%	➖ noise
21	duckdb:vortex-file-compressed	-0.5%	-4.5%	+4.2%	+36.1%	➖ noise
22	datafusion:vortex-compact	-25.7%	-6.0%	-20.9%	+36.1%	➖ noise
22	datafusion:vortex-file-compressed	+17.3%	-6.0%	+24.8%	+63.8%	➖ noise
22	duckdb:vortex-compact	-1.8%	-6.0%	+4.5%	+36.3%	➖ noise
22	duckdb:vortex-file-compressed	+1.1%	-6.0%	+7.6%	+36.1%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.1%
Vortex (geomean): 1.007x ➖
Parquet (geomean): 1.029x ➖
Shifts: Parquet (control) +2.9% · Median polish +0.1%

---

datafusion / vortex-file-compressed (1.166x ➖, 0↑ 2↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	35594784	33826178	1.05
fineweb_q01/datafusion:vortex-file-compressed 🚨	945469665	590974585	1.60
fineweb_q02/datafusion:vortex-file-compressed 🚨	872428975	530580784	1.64
fineweb_q03/datafusion:vortex-file-compressed	1400511816	1380552968	1.01
fineweb_q04/datafusion:vortex-file-compressed	1429675981	1391921572	1.03
fineweb_q05/datafusion:vortex-file-compressed	1409076685	1372546807	1.03
fineweb_q06/datafusion:vortex-file-compressed	1582834039	1481667774	1.07
fineweb_q07/datafusion:vortex-file-compressed	1453528518	1409625638	1.03
fineweb_q08/datafusion:vortex-file-compressed	704238731	575061921	1.22

datafusion / vortex-compact (1.005x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	34396705	36041576	0.95
fineweb_q01/datafusion:vortex-compact	740304799	744899585	0.99
fineweb_q02/datafusion:vortex-compact	859393389	704295489	1.22
fineweb_q03/datafusion:vortex-compact	1853154738	1992550100	0.93
fineweb_q04/datafusion:vortex-compact	2295082378	2413466637	0.95
fineweb_q05/datafusion:vortex-compact	1724155734	1733960409	0.99
fineweb_q06/datafusion:vortex-compact	1461130696	1515368524	0.96
fineweb_q07/datafusion:vortex-compact	1376621806	1297457660	1.06
fineweb_q08/datafusion:vortex-compact	417904392	416954465	1.00

datafusion / parquet (1.056x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1270263983	985755640	1.29
fineweb_q01/datafusion:parquet	2004584744	1851075277	1.08
fineweb_q02/datafusion:parquet	1894664451	1951846220	0.97
fineweb_q03/datafusion:parquet	1979297251	1983224510	1.00
fineweb_q04/datafusion:parquet	1917454540	1995535497	0.96
fineweb_q05/datafusion:parquet	1967485386	1850462294	1.06
fineweb_q06/datafusion:parquet	1945776259	1819109974	1.07
fineweb_q07/datafusion:parquet	2187424064	1938650592	1.13
fineweb_q08/datafusion:parquet	2084291165	2127387620	0.98

duckdb / vortex-file-compressed (0.924x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	109011707	121271912	0.90
fineweb_q01/duckdb:vortex-file-compressed	621289526	663431024	0.94
fineweb_q02/duckdb:vortex-file-compressed	522370473	532872737	0.98
fineweb_q03/duckdb:vortex-file-compressed	1584169901	1986408903	0.80
fineweb_q04/duckdb:vortex-file-compressed	1647407809	1745596671	0.94
fineweb_q05/duckdb:vortex-file-compressed	1598963939	1556038138	1.03
fineweb_q06/duckdb:vortex-file-compressed	1725583344	1746192986	0.99
fineweb_q07/duckdb:vortex-file-compressed	1499232381	1641570609	0.91
fineweb_q08/duckdb:vortex-file-compressed	738460417	863986685	0.85

duckdb / vortex-compact (0.950x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	133620722	126282928	1.06
fineweb_q01/duckdb:vortex-compact	581812832	606663349	0.96
fineweb_q02/duckdb:vortex-compact	586816149	587204090	1.00
fineweb_q03/duckdb:vortex-compact	1711536313	1922743993	0.89
fineweb_q04/duckdb:vortex-compact	1758607360	2052117837	0.86
fineweb_q05/duckdb:vortex-compact	1533830958	1816809122	0.84
fineweb_q06/duckdb:vortex-compact	1491916276	1532589467	0.97
fineweb_q07/duckdb:vortex-compact	1340461918	1310065381	1.02
fineweb_q08/duckdb:vortex-compact	512265938	526357962	0.97

duckdb / parquet (1.002x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1176305208	1056692084	1.11
fineweb_q01/duckdb:parquet	1798593361	1783446421	1.01
fineweb_q02/duckdb:parquet	1696413587	1663208077	1.02
fineweb_q03/duckdb:parquet	4407919668	4260105177	1.03
fineweb_q04/duckdb:parquet	1911408169	1949826332	0.98
fineweb_q05/duckdb:parquet	2845584989	2972673189	0.96
fineweb_q06/duckdb:parquet	3506692627	3425925858	1.02
fineweb_q07/duckdb:parquet	4087770801	4203179360	0.97
fineweb_q08/duckdb:parquet	1104819963	1196739871	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-4.6%	+19.8%	-20.3%	+94.9%	➖ noise
0	datafusion:vortex-file-compressed	+5.2%	+19.8%	-12.1%	+197.8%	➖ noise
0	duckdb:vortex-compact	+5.8%	+19.8%	-11.7%	+34.6%	➖ noise
0	duckdb:vortex-file-compressed	-10.1%	+19.8%	-24.9%	+43.4%	➖ noise
1	datafusion:vortex-compact	-0.6%	+4.5%	-4.9%	+32.8%	➖ noise
1	datafusion:vortex-file-compressed	+60.0%	+4.5%	+53.1%	+55.8%	➖ noise
1	duckdb:vortex-compact	-4.1%	+4.5%	-8.2%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-6.4%	+4.5%	-10.4%	+30.0%	➖ noise
2	datafusion:vortex-compact	+22.0%	-0.5%	+22.6%	+34.0%	➖ noise
2	datafusion:vortex-file-compressed	+64.4%	-0.5%	+65.3%	+31.7%	🚨 regression
2	duckdb:vortex-compact	-0.1%	-0.5%	+0.4%	+41.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.0%	-0.5%	-1.5%	+30.0%	➖ noise
3	datafusion:vortex-compact	-7.0%	+1.6%	-8.5%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+1.4%	+1.6%	-0.2%	+30.0%	➖ noise
3	duckdb:vortex-compact	-11.0%	+1.6%	-12.4%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-20.2%	+1.6%	-21.5%	+30.0%	➖ noise
4	datafusion:vortex-compact	-4.9%	-2.9%	-2.0%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.7%	-2.9%	+5.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	-14.3%	-2.9%	-11.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-5.6%	-2.9%	-2.8%	+30.0%	➖ noise
5	datafusion:vortex-compact	-0.6%	+0.9%	-1.4%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.7%	+0.9%	+1.8%	+30.0%	➖ noise
5	duckdb:vortex-compact	-15.6%	+0.9%	-16.3%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.8%	+0.9%	+1.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-3.6%	+4.6%	-7.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+6.8%	+4.6%	+2.1%	+30.0%	➖ noise
6	duckdb:vortex-compact	-2.7%	+4.6%	-7.0%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.2%	+4.6%	-5.6%	+30.0%	➖ noise
7	datafusion:vortex-compact	+6.1%	+4.8%	+1.3%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.1%	+4.8%	-1.6%	+30.0%	➖ noise
7	duckdb:vortex-compact	+2.3%	+4.8%	-2.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-8.7%	+4.8%	-12.8%	+30.2%	➖ noise
8	datafusion:vortex-compact	+0.2%	-4.9%	+5.4%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+22.5%	-4.9%	+28.8%	+30.0%	➖ noise
8	duckdb:vortex-compact	-2.7%	-4.9%	+2.3%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-14.5%	-4.9%	-10.1%	+30.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.5%
Vortex (geomean): 0.977x ➖
Parquet (geomean): 0.972x ➖
Shifts: Parquet (control) -2.8% · Median polish -2.3%

---

datafusion / vortex-file-compressed (0.983x ➖, 0↑ 1↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	773242702	901923024	0.86
tpch_q02/datafusion:vortex-file-compressed	1049163192	809779701	1.30
tpch_q03/datafusion:vortex-file-compressed	990494026	959319997	1.03
tpch_q04/datafusion:vortex-file-compressed	694797939	621177741	1.12
tpch_q05/datafusion:vortex-file-compressed	1085874800	1279601117	0.85
tpch_q06/datafusion:vortex-file-compressed	801119419	958597036	0.84
tpch_q07/datafusion:vortex-file-compressed	1344915255	1544247901	0.87
tpch_q08/datafusion:vortex-file-compressed	1257878599	1182446294	1.06
tpch_q09/datafusion:vortex-file-compressed	1489985931	1478788618	1.01
tpch_q10/datafusion:vortex-file-compressed	1090764721	1046062486	1.04
tpch_q11/datafusion:vortex-file-compressed	557632299	582064058	0.96
tpch_q12/datafusion:vortex-file-compressed	990163850	1039314374	0.95
tpch_q13/datafusion:vortex-file-compressed	443277189	469939422	0.94
tpch_q14/datafusion:vortex-file-compressed	615402787	604793825	1.02
tpch_q15/datafusion:vortex-file-compressed	1144732396	1200312869	0.95
tpch_q16/datafusion:vortex-file-compressed	307554999	404751106	0.76
tpch_q17/datafusion:vortex-file-compressed	1187450398	1282771521	0.93
tpch_q18/datafusion:vortex-file-compressed	1360113732	1494329211	0.91
tpch_q19/datafusion:vortex-file-compressed 🚨	1027827438	772388811	1.33
tpch_q20/datafusion:vortex-file-compressed	1198859717	1000674879	1.20
tpch_q21/datafusion:vortex-file-compressed	1747448021	1978993782	0.88
tpch_q22/datafusion:vortex-file-compressed	421410872	412071006	1.02

datafusion / vortex-compact (0.953x ➖, 0↑ 1↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	743464968	733765621	1.01
tpch_q02/datafusion:vortex-compact	839745889	783990896	1.07
tpch_q03/datafusion:vortex-compact	748946771	857694315	0.87
tpch_q04/datafusion:vortex-compact	561673002	615540364	0.91
tpch_q05/datafusion:vortex-compact	960207944	1004148986	0.96
tpch_q06/datafusion:vortex-compact	631825419	636602641	0.99
tpch_q07/datafusion:vortex-compact	1132431530	1152084761	0.98
tpch_q08/datafusion:vortex-compact	1157137947	1187801878	0.97
tpch_q09/datafusion:vortex-compact	1311124530	1503492152	0.87
tpch_q10/datafusion:vortex-compact	1021384881	1159882802	0.88
tpch_q11/datafusion:vortex-compact	432392502	507415442	0.85
tpch_q12/datafusion:vortex-compact	795013888	1088035857	0.73
tpch_q13/datafusion:vortex-compact	411793097	448431563	0.92
tpch_q14/datafusion:vortex-compact	605250175	657514981	0.92
tpch_q15/datafusion:vortex-compact	1018198600	1213259104	0.84
tpch_q16/datafusion:vortex-compact	387362985	415191694	0.93
tpch_q17/datafusion:vortex-compact	1172212538	1234874045	0.95
tpch_q18/datafusion:vortex-compact	1241955416	1195182064	1.04
tpch_q19/datafusion:vortex-compact	672574057	691682615	0.97
tpch_q20/datafusion:vortex-compact	933676041	916415181	1.02
tpch_q21/datafusion:vortex-compact	1434289709	1409157741	1.02
tpch_q22/datafusion:vortex-compact 🚨	495416956	352430787	1.41

datafusion / parquet (0.991x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	933944428	962201590	0.97
tpch_q02/datafusion:parquet	991079535	859887822	1.15
tpch_q03/datafusion:parquet	1018098260	1073751924	0.95
tpch_q04/datafusion:parquet	506712648	481386539	1.05
tpch_q05/datafusion:parquet	1248946262	1337739570	0.93
tpch_q06/datafusion:parquet	547155000	563310328	0.97
tpch_q07/datafusion:parquet	1446135875	1515231181	0.95
tpch_q08/datafusion:parquet	1848215103	1783074044	1.04
tpch_q09/datafusion:parquet	1890803204	1976919252	0.96
tpch_q10/datafusion:parquet	2076761009	2748433133	0.76
tpch_q11/datafusion:parquet	786788847	749764544	1.05
tpch_q12/datafusion:parquet	770131896	804784172	0.96
tpch_q13/datafusion:parquet	834497067	878966348	0.95
tpch_q14/datafusion:parquet	988590062	870746822	1.14
tpch_q15/datafusion:parquet	1294425101	1252582860	1.03
tpch_q16/datafusion:parquet	515435045	452141181	1.14
tpch_q17/datafusion:parquet	1494146018	1600770226	0.93
tpch_q18/datafusion:parquet	1819556156	1788553143	1.02
tpch_q19/datafusion:parquet	1117875418	1057670079	1.06
tpch_q20/datafusion:parquet	1323997531	1233844104	1.07
tpch_q21/datafusion:parquet	1896527982	2008243755	0.94
tpch_q22/datafusion:parquet	653174892	756007371	0.86

duckdb / vortex-file-compressed (1.017x ➖, 0↑ 1↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	619206598	636306348	0.97
tpch_q02/duckdb:vortex-file-compressed	1301803480	1247751864	1.04
tpch_q03/duckdb:vortex-file-compressed	974987225	910791233	1.07
tpch_q04/duckdb:vortex-file-compressed	635330113	676912992	0.94
tpch_q05/duckdb:vortex-file-compressed	1084858141	1180968142	0.92
tpch_q06/duckdb:vortex-file-compressed	808997438	831202908	0.97
tpch_q07/duckdb:vortex-file-compressed	1178902181	1148802464	1.03
tpch_q08/duckdb:vortex-file-compressed	1450842658	1561457886	0.93
tpch_q09/duckdb:vortex-file-compressed	1532724287	1414966763	1.08
tpch_q10/duckdb:vortex-file-compressed	1111349243	1108863545	1.00
tpch_q11/duckdb:vortex-file-compressed	714975815	802792751	0.89
tpch_q12/duckdb:vortex-file-compressed	876988927	712195773	1.23
tpch_q13/duckdb:vortex-file-compressed	896813986	952712651	0.94
tpch_q14/duckdb:vortex-file-compressed	871507818	839262958	1.04
tpch_q15/duckdb:vortex-file-compressed	582779275	528741055	1.10
tpch_q16/duckdb:vortex-file-compressed 🚨	574217108	430606126	1.33
tpch_q17/duckdb:vortex-file-compressed	991552961	971699084	1.02
tpch_q18/duckdb:vortex-file-compressed	912414283	895349012	1.02
tpch_q19/duckdb:vortex-file-compressed	777144050	789746170	0.98
tpch_q20/duckdb:vortex-file-compressed	1240186627	1210571720	1.02
tpch_q21/duckdb:vortex-file-compressed	1944614221	1961664578	0.99
tpch_q22/duckdb:vortex-file-compressed	656163114	696123766	0.94

duckdb / vortex-compact (0.957x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	629925157	585516783	1.08
tpch_q02/duckdb:vortex-compact	972798236	1316533125	0.74
tpch_q03/duckdb:vortex-compact	771500043	901612400	0.86
tpch_q04/duckdb:vortex-compact	542946941	527788264	1.03
tpch_q05/duckdb:vortex-compact	1059232843	1097880976	0.96
tpch_q06/duckdb:vortex-compact	787962253	861626407	0.91
tpch_q07/duckdb:vortex-compact	1108557459	1234320753	0.90
tpch_q08/duckdb:vortex-compact	1450828969	1274113601	1.14
tpch_q09/duckdb:vortex-compact	1377875404	1368876764	1.01
tpch_q10/duckdb:vortex-compact	1147010503	1076147515	1.07
tpch_q11/duckdb:vortex-compact	665225913	822472085	0.81
tpch_q12/duckdb:vortex-compact	714569548	642180609	1.11
tpch_q13/duckdb:vortex-compact	894300775	857309159	1.04
tpch_q14/duckdb:vortex-compact	804940682	821143082	0.98
tpch_q15/duckdb:vortex-compact	556243082	564069718	0.99
tpch_q16/duckdb:vortex-compact	404297962	441268584	0.92
tpch_q17/duckdb:vortex-compact	846172248	942663243	0.90
tpch_q18/duckdb:vortex-compact	713747747	785137659	0.91
tpch_q19/duckdb:vortex-compact	767841838	768707259	1.00
tpch_q20/duckdb:vortex-compact	1221989335	1188359988	1.03
tpch_q21/duckdb:vortex-compact	1651479125	1636760548	1.01
tpch_q22/duckdb:vortex-compact	607117931	766459772	0.79

duckdb / parquet (0.954x ➖, 0↑ 0↓)

name	PR 13ccccf (ns)	base cbc8ad1 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	892671637	1031044477	0.87
tpch_q02/duckdb:parquet	1555477862	1649916388	0.94
tpch_q03/duckdb:parquet	1589696166	1723910829	0.92
tpch_q04/duckdb:parquet	1046281712	1120537121	0.93
tpch_q05/duckdb:parquet	2274756642	2811540481	0.81
tpch_q06/duckdb:parquet	671090295	798619426	0.84
tpch_q07/duckdb:parquet	1747652879	1692565292	1.03
tpch_q08/duckdb:parquet	2446459613	2373739969	1.03
tpch_q09/duckdb:parquet	2309339633	2412369460	0.96
tpch_q10/duckdb:parquet	2948677913	3045665876	0.97
tpch_q11/duckdb:parquet	973754895	984489505	0.99
tpch_q12/duckdb:parquet	939528969	1164604598	0.81
tpch_q13/duckdb:parquet	1377761767	1184551863	1.16
tpch_q14/duckdb:parquet	1246142539	1308059826	0.95
tpch_q15/duckdb:parquet	915584985	921298771	0.99
tpch_q16/duckdb:parquet	801118523	875413597	0.92
tpch_q17/duckdb:parquet	1287091953	1356871432	0.95
tpch_q18/duckdb:parquet	1316993107	1346173522	0.98
tpch_q19/duckdb:parquet	1531409532	1641298892	0.93
tpch_q20/duckdb:parquet	1707218173	1742099396	0.98
tpch_q21/duckdb:parquet	1932135302	1700173146	1.14
tpch_q22/duckdb:parquet	954956110	982579704	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+1.3%	-8.3%	+10.5%	+38.5%	➖ noise
1	datafusion:vortex-file-compressed	-14.3%	-8.3%	-6.5%	+37.3%	➖ noise
1	duckdb:vortex-compact	+7.6%	-8.3%	+17.4%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-2.7%	-8.3%	+6.2%	+30.0%	➖ noise
2	datafusion:vortex-compact	+7.1%	+4.2%	+2.8%	+40.4%	➖ noise
2	datafusion:vortex-file-compressed	+29.6%	+4.2%	+24.3%	+41.5%	➖ noise
2	duckdb:vortex-compact	-26.1%	+4.2%	-29.1%	+30.0%	✅ faster
2	duckdb:vortex-file-compressed	+4.3%	+4.2%	+0.1%	+30.0%	➖ noise
3	datafusion:vortex-compact	-12.7%	-6.5%	-6.6%	+56.3%	➖ noise
3	datafusion:vortex-file-compressed	+3.2%	-6.5%	+10.4%	+58.4%	➖ noise
3	duckdb:vortex-compact	-14.4%	-6.5%	-8.5%	+33.5%	➖ noise
3	duckdb:vortex-file-compressed	+7.0%	-6.5%	+14.5%	+38.1%	➖ noise
4	datafusion:vortex-compact	-8.8%	-0.9%	-8.0%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+11.9%	-0.9%	+12.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	+2.9%	-0.9%	+3.8%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.1%	-0.9%	-5.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	-4.4%	-13.1%	+10.0%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-15.1%	-13.1%	-2.4%	+30.0%	➖ noise
5	duckdb:vortex-compact	-3.5%	-13.1%	+11.0%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-8.1%	-13.1%	+5.7%	+30.0%	➖ noise
6	datafusion:vortex-compact	-0.8%	-9.7%	+9.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-16.4%	-9.7%	-7.5%	+49.6%	➖ noise
6	duckdb:vortex-compact	-8.5%	-9.7%	+1.2%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-2.7%	-9.7%	+7.7%	+30.0%	➖ noise
7	datafusion:vortex-compact	-1.7%	-0.7%	-1.0%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-12.9%	-0.7%	-12.3%	+30.0%	➖ noise
7	duckdb:vortex-compact	-10.2%	-0.7%	-9.5%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.6%	-0.7%	+3.4%	+30.0%	➖ noise
8	datafusion:vortex-compact	-2.6%	+3.4%	-5.7%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+6.4%	+3.4%	+2.9%	+30.0%	➖ noise
8	duckdb:vortex-compact	+13.9%	+3.4%	+10.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-7.1%	+3.4%	-10.1%	+30.0%	➖ noise
9	datafusion:vortex-compact	-12.8%	-4.3%	-8.9%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.8%	-4.3%	+5.3%	+30.0%	➖ noise
9	duckdb:vortex-compact	+0.7%	-4.3%	+5.2%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+8.3%	-4.3%	+13.2%	+30.0%	➖ noise
10	datafusion:vortex-compact	-11.9%	-14.5%	+3.0%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	+4.3%	-14.5%	+21.9%	+30.0%	➖ noise
10	duckdb:vortex-compact	+6.6%	-14.5%	+24.6%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.2%	-14.5%	+17.2%	+30.0%	➖ noise
11	datafusion:vortex-compact	-14.8%	+1.9%	-16.4%	+34.2%	➖ noise
11	datafusion:vortex-file-compressed	-4.2%	+1.9%	-6.0%	+30.0%	➖ noise
11	duckdb:vortex-compact	-19.1%	+1.9%	-20.6%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-10.9%	+1.9%	-12.6%	+30.0%	➖ noise
12	datafusion:vortex-compact	-26.9%	-12.1%	-16.8%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-4.7%	-12.1%	+8.4%	+30.0%	➖ noise
12	duckdb:vortex-compact	+11.3%	-12.1%	+26.6%	+35.7%	➖ noise
12	duckdb:vortex-file-compressed	+23.1%	-12.1%	+40.1%	+30.0%	🚨 regression
13	datafusion:vortex-compact	-8.2%	+5.1%	-12.6%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	-5.7%	+5.1%	-10.2%	+30.0%	➖ noise
13	duckdb:vortex-compact	+4.3%	+5.1%	-0.7%	+31.9%	➖ noise
13	duckdb:vortex-file-compressed	-5.9%	+5.1%	-10.4%	+34.6%	➖ noise
14	datafusion:vortex-compact	-7.9%	+4.0%	-11.5%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.8%	+4.0%	-2.2%	+30.0%	➖ noise
14	duckdb:vortex-compact	-2.0%	+4.0%	-5.7%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+3.8%	+4.0%	-0.2%	+30.0%	➖ noise
15	datafusion:vortex-compact	-16.1%	+1.3%	-17.2%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-4.6%	+1.3%	-5.9%	+30.0%	➖ noise
15	duckdb:vortex-compact	-1.4%	+1.3%	-2.7%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+10.2%	+1.3%	+8.8%	+30.0%	➖ noise
16	datafusion:vortex-compact	-6.7%	+2.1%	-8.7%	+41.8%	➖ noise
16	datafusion:vortex-file-compressed	-24.0%	+2.1%	-25.6%	+30.0%	✅ faster
16	duckdb:vortex-compact	-8.4%	+2.1%	-10.3%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+33.4%	+2.1%	+30.6%	+34.4%	➖ noise
17	datafusion:vortex-compact	-5.1%	-5.9%	+0.9%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-7.4%	-5.9%	-1.6%	+30.0%	➖ noise
17	duckdb:vortex-compact	-10.2%	-5.9%	-4.6%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+2.0%	-5.9%	+8.4%	+30.0%	➖ noise
18	datafusion:vortex-compact	+3.9%	-0.2%	+4.2%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-9.0%	-0.2%	-8.8%	+30.0%	➖ noise
18	duckdb:vortex-compact	-9.1%	-0.2%	-8.9%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.9%	-0.2%	+2.1%	+30.0%	➖ noise
19	datafusion:vortex-compact	-2.8%	-0.7%	-2.1%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+33.1%	-0.7%	+34.0%	+38.3%	➖ noise
19	duckdb:vortex-compact	-0.1%	-0.7%	+0.6%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.6%	-0.7%	-0.9%	+30.0%	➖ noise
20	datafusion:vortex-compact	+1.9%	+2.5%	-0.6%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+19.8%	+2.5%	+16.8%	+35.5%	➖ noise
20	duckdb:vortex-compact	+2.8%	+2.5%	+0.3%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+2.4%	+2.5%	-0.1%	+30.0%	➖ noise
21	datafusion:vortex-compact	+1.8%	+3.6%	-1.7%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-11.7%	+3.6%	-14.8%	+30.0%	➖ noise
21	duckdb:vortex-compact	+0.9%	+3.6%	-2.6%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-0.9%	+3.6%	-4.3%	+30.0%	➖ noise
22	datafusion:vortex-compact	+40.6%	-8.4%	+53.4%	+30.1%	🚨 regression
22	datafusion:vortex-file-compressed	+2.3%	-8.4%	+11.6%	+30.0%	➖ noise
22	duckdb:vortex-compact	-20.8%	-8.4%	-13.6%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-5.7%	-8.4%	+2.9%	+30.0%	➖ noise

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