Unify benchmark file download logic

[robert3005]

Stop repeating same download logic all over codebase

There's still slight variation of this logic in statpopgen vcf download

Signed-off-by: Robert Kruszewski github@robertk.io

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	f4e605c		2	Explore Profiling Data

Previous Runs (1)

Status	Commit	Job	Attempt	Link
🟢 Done	f4e605c		1	Explore Profiling Data

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Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.006x ➖

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datafusion / vortex-file-compressed (1.006x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	129626799	125709632	1.03
polarsignals_q01/datafusion:vortex-file-compressed	368873610	367637826	1.00
polarsignals_q02/datafusion:vortex-file-compressed	25511347	25920114	0.98
polarsignals_q03/datafusion:vortex-file-compressed	374910550	373005065	1.01
polarsignals_q04/datafusion:vortex-file-compressed	11538924	12201519	0.95
polarsignals_q05/datafusion:vortex-file-compressed	16947515	16344125	1.04
polarsignals_q06/datafusion:vortex-file-compressed	19322915	19335653	1.00
polarsignals_q07/datafusion:vortex-file-compressed	14550748	14782670	0.98
polarsignals_q08/datafusion:vortex-file-compressed	463259355	460896550	1.01
polarsignals_q09/datafusion:vortex-file-compressed	11559624	10808760	1.07

[github-actions]

File Sizes: PolarSignals Profiling

No file size changes detected.

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.7%
Vortex (geomean): 0.948x ➖
Parquet (geomean): 0.955x ➖
Shifts: Parquet (control) -4.5% · Median polish -3.2%

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datafusion / vortex-file-compressed (0.922x ➖, 3↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	5267160	7087506	0.74
fineweb_q01/datafusion:vortex-file-compressed	28989779	26677454	1.09
fineweb_q02/datafusion:vortex-file-compressed	31010286	31386265	0.99
fineweb_q03/datafusion:vortex-file-compressed	101353033	107312014	0.94
fineweb_q04/datafusion:vortex-file-compressed	252981324	253971189	1.00
fineweb_q05/datafusion:vortex-file-compressed	226566181	234862910	0.96
fineweb_q06/datafusion:vortex-file-compressed 🚀	64156999	73175148	0.88
fineweb_q07/datafusion:vortex-file-compressed	73167391	78097237	0.94
fineweb_q08/datafusion:vortex-file-compressed 🚀	25946799	32102212	0.81

datafusion / vortex-compact (0.934x ➖, 2↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5316473	5622918	0.95
fineweb_q01/datafusion:vortex-compact	162473656	172623283	0.94
fineweb_q02/datafusion:vortex-compact	163747308	168917210	0.97
fineweb_q03/datafusion:vortex-compact	1446798158	1606464836	0.90
fineweb_q04/datafusion:vortex-compact 🚀	1557765864	1778890207	0.88
fineweb_q05/datafusion:vortex-compact 🚀	1233064387	1399008194	0.88
fineweb_q06/datafusion:vortex-compact	700388471	700073498	1.00
fineweb_q07/datafusion:vortex-compact	733523044	736799117	1.00
fineweb_q08/datafusion:vortex-compact	22181223	24407579	0.91

datafusion / parquet (0.944x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6398954	7060147	0.91
fineweb_q01/datafusion:parquet	279206772	309696925	0.90
fineweb_q02/datafusion:parquet	278003904	308852714	0.90
fineweb_q03/datafusion:parquet	292291204	294142346	0.99
fineweb_q04/datafusion:parquet	296242248	311230237	0.95
fineweb_q05/datafusion:parquet	292802156	303362819	0.97
fineweb_q06/datafusion:parquet	283098003	305800506	0.93
fineweb_q07/datafusion:parquet	282107574	286309963	0.99
fineweb_q08/datafusion:parquet	278069242	285119634	0.98

duckdb / vortex-file-compressed (1.001x ➖, 0↑ 1↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3226383	3496769	0.92
fineweb_q01/duckdb:vortex-file-compressed	28099917	27895507	1.01
fineweb_q02/duckdb:vortex-file-compressed	28500241	29084814	0.98
fineweb_q03/duckdb:vortex-file-compressed 🚨	166190126	135261275	1.23
fineweb_q04/duckdb:vortex-file-compressed	231096366	232075127	1.00
fineweb_q05/duckdb:vortex-file-compressed	222868301	217108528	1.03
fineweb_q06/duckdb:vortex-file-compressed	66843560	67067936	1.00
fineweb_q07/duckdb:vortex-file-compressed	68996424	71387983	0.97
fineweb_q08/duckdb:vortex-file-compressed	25314183	27704348	0.91

duckdb / vortex-compact (0.938x ➖, 1↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3833921	4196864	0.91
fineweb_q01/duckdb:vortex-compact	107154322	106730619	1.00
fineweb_q02/duckdb:vortex-compact	113650769	126194910	0.90
fineweb_q03/duckdb:vortex-compact	850535795	898164150	0.95
fineweb_q04/duckdb:vortex-compact	902743932	963867372	0.94
fineweb_q05/duckdb:vortex-compact	813142909	847097697	0.96
fineweb_q06/duckdb:vortex-compact	466969660	489414594	0.95
fineweb_q07/duckdb:vortex-compact	472740470	499452867	0.95
fineweb_q08/duckdb:vortex-compact 🚀	20924554	23671828	0.88

duckdb / parquet (0.966x ➖, 1↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	28789420	30902245	0.93
fineweb_q01/duckdb:parquet	85543103	83459929	1.02
fineweb_q02/duckdb:parquet	82662092	84458627	0.98
fineweb_q03/duckdb:parquet	308139534	310600173	0.99
fineweb_q04/duckdb:parquet	439135751	439282473	1.00
fineweb_q05/duckdb:parquet	407095280	411513969	0.99
fineweb_q06/duckdb:parquet	197925211	198141678	1.00
fineweb_q07/duckdb:parquet	207253327	210011426	0.99
fineweb_q08/duckdb:parquet 🚀	27903974	34517242	0.81

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-5.4%	-8.1%	+2.9%	+42.0%	➖ noise
0	datafusion:vortex-file-compressed	-25.7%	-8.1%	-19.1%	+51.1%	➖ noise
0	duckdb:vortex-compact	-8.6%	-8.1%	-0.6%	+35.3%	➖ noise
0	duckdb:vortex-file-compressed	-7.7%	-8.1%	+0.4%	+47.6%	➖ noise
1	datafusion:vortex-compact	-5.9%	-3.9%	-2.1%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+8.7%	-3.9%	+13.0%	+19.4%	➖ noise
1	duckdb:vortex-compact	+0.4%	-3.9%	+4.4%	+13.4%	➖ noise
1	duckdb:vortex-file-compressed	+0.7%	-3.9%	+4.8%	+36.0%	➖ noise
2	datafusion:vortex-compact	-3.1%	-6.1%	+3.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.2%	-6.1%	+5.3%	+14.6%	➖ noise
2	duckdb:vortex-compact	-9.9%	-6.1%	-4.0%	+15.6%	➖ noise
2	duckdb:vortex-file-compressed	-2.0%	-6.1%	+4.4%	+22.4%	➖ noise
3	datafusion:vortex-compact	-9.9%	-0.7%	-9.3%	+10.0%	✅ faster
3	datafusion:vortex-file-compressed	-5.6%	-0.7%	-4.9%	+19.2%	➖ noise
3	duckdb:vortex-compact	-5.3%	-0.7%	-4.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+22.9%	-0.7%	+23.7%	+20.7%	🚨 regression
4	datafusion:vortex-compact	-12.4%	-2.5%	-10.2%	+10.0%	✅ faster
4	datafusion:vortex-file-compressed	-0.4%	-2.5%	+2.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	-6.3%	-2.5%	-4.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.4%	-2.5%	+2.1%	+10.0%	➖ noise
5	datafusion:vortex-compact	-11.9%	-2.3%	-9.8%	+10.0%	✅ faster
5	datafusion:vortex-file-compressed	-3.5%	-2.3%	-1.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.0%	-2.3%	-1.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.7%	-2.3%	+5.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	+0.0%	-3.8%	+4.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-12.3%	-3.8%	-8.8%	+13.4%	➖ noise
6	duckdb:vortex-compact	-4.6%	-3.8%	-0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.3%	-3.8%	+3.6%	+14.0%	➖ noise
7	datafusion:vortex-compact	-0.4%	-1.4%	+1.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.3%	-1.4%	-5.0%	+11.0%	➖ noise
7	duckdb:vortex-compact	-5.3%	-1.4%	-4.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.4%	-1.4%	-2.0%	+23.7%	➖ noise
8	datafusion:vortex-compact	-9.1%	-11.2%	+2.3%	+29.9%	➖ noise
8	datafusion:vortex-file-compressed	-19.2%	-11.2%	-9.0%	+24.6%	➖ noise
8	duckdb:vortex-compact	-11.6%	-11.2%	-0.4%	+20.6%	➖ noise
8	duckdb:vortex-file-compressed	-8.6%	-11.2%	+2.9%	+14.2%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.0%
Vortex (geomean): 0.883x ✅
Parquet (geomean): 0.902x ➖
Shifts: Parquet (control) -9.8% · Median polish -10.6%

---

datafusion / vortex-file-compressed (0.868x ✅, 17↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	49087052	56226627	0.87
tpch_q02/datafusion:vortex-file-compressed	33138656	36446048	0.91
tpch_q03/datafusion:vortex-file-compressed 🚀	26942590	32337602	0.83
tpch_q04/datafusion:vortex-file-compressed 🚀	18974277	22127013	0.86
tpch_q05/datafusion:vortex-file-compressed 🚀	52923252	63224974	0.84
tpch_q06/datafusion:vortex-file-compressed 🚀	10295944	11637847	0.88
tpch_q07/datafusion:vortex-file-compressed 🚀	63471934	74509936	0.85
tpch_q08/datafusion:vortex-file-compressed 🚀	46124368	52818348	0.87
tpch_q09/datafusion:vortex-file-compressed 🚀	55478330	63820272	0.87
tpch_q10/datafusion:vortex-file-compressed 🚀	44935857	51138776	0.88
tpch_q11/datafusion:vortex-file-compressed	17701625	19363066	0.91
tpch_q12/datafusion:vortex-file-compressed 🚀	24185133	28493600	0.85
tpch_q13/datafusion:vortex-file-compressed 🚀	27310804	31387931	0.87
tpch_q14/datafusion:vortex-file-compressed 🚀	15780187	18535610	0.85
tpch_q15/datafusion:vortex-file-compressed 🚀	24255335	28875302	0.84
tpch_q16/datafusion:vortex-file-compressed	24442428	26888639	0.91
tpch_q17/datafusion:vortex-file-compressed 🚀	62308714	78019881	0.80
tpch_q18/datafusion:vortex-file-compressed 🚀	78480919	94541303	0.83
tpch_q19/datafusion:vortex-file-compressed	24527616	26015156	0.94
tpch_q20/datafusion:vortex-file-compressed	33471326	37174535	0.90
tpch_q21/datafusion:vortex-file-compressed 🚀	75124040	88412327	0.85
tpch_q22/datafusion:vortex-file-compressed 🚀	16151946	18181421	0.89

datafusion / vortex-compact (0.874x ✅, 20↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	56357629	64482123	0.87
tpch_q02/datafusion:vortex-compact	36883689	40672151	0.91
tpch_q03/datafusion:vortex-compact 🚀	31006218	34704665	0.89
tpch_q04/datafusion:vortex-compact 🚀	23412946	26179972	0.89
tpch_q05/datafusion:vortex-compact 🚀	55951195	66503895	0.84
tpch_q06/datafusion:vortex-compact 🚀	13305876	15219093	0.87
tpch_q07/datafusion:vortex-compact 🚀	69489109	81121714	0.86
tpch_q08/datafusion:vortex-compact 🚀	50520167	57220813	0.88
tpch_q09/datafusion:vortex-compact 🚀	61055520	69590792	0.88
tpch_q10/datafusion:vortex-compact 🚀	53247801	60916199	0.87
tpch_q11/datafusion:vortex-compact 🚀	19196474	21721947	0.88
tpch_q12/datafusion:vortex-compact 🚀	32865962	37689117	0.87
tpch_q13/datafusion:vortex-compact 🚀	36141966	40698758	0.89
tpch_q14/datafusion:vortex-compact 🚀	20453798	22976609	0.89
tpch_q15/datafusion:vortex-compact 🚀	33655716	38513311	0.87
tpch_q16/datafusion:vortex-compact 🚀	29196295	33321412	0.88
tpch_q17/datafusion:vortex-compact 🚀	68141056	80469570	0.85
tpch_q18/datafusion:vortex-compact 🚀	83443774	100492288	0.83
tpch_q19/datafusion:vortex-compact	34368321	37721623	0.91
tpch_q20/datafusion:vortex-compact 🚀	37902305	43188295	0.88
tpch_q21/datafusion:vortex-compact 🚀	86954920	104574829	0.83
tpch_q22/datafusion:vortex-compact 🚀	16751965	19258485	0.87

datafusion / parquet (0.868x ✅, 13↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	92957665	118453338	0.78
tpch_q02/datafusion:parquet	69960463	72382183	0.97
tpch_q03/datafusion:parquet	80100469	80601052	0.99
tpch_q04/datafusion:parquet	47776682	49169037	0.97
tpch_q05/datafusion:parquet	103120211	106246482	0.97
tpch_q06/datafusion:parquet 🚀	40144258	46257945	0.87
tpch_q07/datafusion:parquet 🚀	109922273	155599130	0.71
tpch_q08/datafusion:parquet 🚀	103202766	129887716	0.79
tpch_q09/datafusion:parquet 🚀	134107535	174514001	0.77
tpch_q10/datafusion:parquet 🚀	122123195	163448562	0.75
tpch_q11/datafusion:parquet 🚀	46971924	63216744	0.74
tpch_q12/datafusion:parquet 🚀	96497924	111049544	0.87
tpch_q13/datafusion:parquet 🚀	204300360	278918598	0.73
tpch_q14/datafusion:parquet	50746298	54361870	0.93
tpch_q15/datafusion:parquet	68081593	73185660	0.93
tpch_q16/datafusion:parquet 🚀	50044317	56428047	0.89
tpch_q17/datafusion:parquet 🚀	132796967	151272835	0.88
tpch_q18/datafusion:parquet 🚀	165042284	185114944	0.89
tpch_q19/datafusion:parquet	90817254	92694542	0.98
tpch_q20/datafusion:parquet	77355883	83117491	0.93
tpch_q21/datafusion:parquet 🚀	143690037	159708076	0.90
tpch_q22/datafusion:parquet	34703408	36733094	0.94

datafusion / arrow (0.949x ➖, 2↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	55276174	59391548	0.93
tpch_q02/datafusion:arrow	21352521	22601866	0.94
tpch_q03/datafusion:arrow	32286808	35275959	0.92
tpch_q04/datafusion:arrow	26835118	29397286	0.91
tpch_q05/datafusion:arrow	74988204	78856557	0.95
tpch_q06/datafusion:arrow	20604598	20493232	1.01
tpch_q07/datafusion:arrow	111529034	112474253	0.99
tpch_q08/datafusion:arrow	43443235	46343339	0.94
tpch_q09/datafusion:arrow	69521183	73928761	0.94
tpch_q10/datafusion:arrow 🚀	50329372	57289785	0.88
tpch_q11/datafusion:arrow	11483881	11775640	0.98
tpch_q12/datafusion:arrow	54076371	56797109	0.95
tpch_q13/datafusion:arrow	48874819	49488598	0.99
tpch_q14/datafusion:arrow 🚀	22281204	24763464	0.90
tpch_q15/datafusion:arrow	45974918	48230463	0.95
tpch_q16/datafusion:arrow	21031247	21484777	0.98
tpch_q17/datafusion:arrow	69244647	73214221	0.95
tpch_q18/datafusion:arrow	141814299	148573076	0.95
tpch_q19/datafusion:arrow	38801560	39051049	0.99
tpch_q20/datafusion:arrow	38230724	39771620	0.96
tpch_q21/datafusion:arrow	147405119	159944834	0.92
tpch_q22/datafusion:arrow	19762804	20512296	0.96

duckdb / vortex-file-compressed (0.869x ✅, 20↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚀	33183473	39954094	0.83
tpch_q02/duckdb:vortex-file-compressed 🚀	27326977	30429317	0.90
tpch_q03/duckdb:vortex-file-compressed 🚀	28860042	32672982	0.88
tpch_q04/duckdb:vortex-file-compressed	30743997	33985807	0.90
tpch_q05/duckdb:vortex-file-compressed 🚀	33023915	39512703	0.84
tpch_q06/duckdb:vortex-file-compressed 🚀	10845117	12196339	0.89
tpch_q07/duckdb:vortex-file-compressed 🚀	37398292	43901713	0.85
tpch_q08/duckdb:vortex-file-compressed 🚀	40646996	46486025	0.87
tpch_q09/duckdb:vortex-file-compressed 🚀	82289944	93952905	0.88
tpch_q10/duckdb:vortex-file-compressed 🚀	37051454	41533386	0.89
tpch_q11/duckdb:vortex-file-compressed 🚀	16294914	18468900	0.88
tpch_q12/duckdb:vortex-file-compressed 🚀	23444644	26206318	0.89
tpch_q13/duckdb:vortex-file-compressed 🚀	37624700	42350537	0.89
tpch_q14/duckdb:vortex-file-compressed 🚀	22373479	25999943	0.86
tpch_q15/duckdb:vortex-file-compressed 🚀	15926978	17825484	0.89
tpch_q16/duckdb:vortex-file-compressed 🚀	29309606	35660004	0.82
tpch_q17/duckdb:vortex-file-compressed	25294958	27775971	0.91
tpch_q18/duckdb:vortex-file-compressed 🚀	51444313	59308203	0.87
tpch_q19/duckdb:vortex-file-compressed 🚀	31392282	38512065	0.82
tpch_q20/duckdb:vortex-file-compressed 🚀	34389636	38799547	0.89
tpch_q21/duckdb:vortex-file-compressed 🚀	109124978	133345837	0.82
tpch_q22/duckdb:vortex-file-compressed 🚀	18392042	21549965	0.85

duckdb / vortex-compact (0.923x ➖, 11↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	39687119	42243004	0.94
tpch_q02/duckdb:vortex-compact	37933604	41020095	0.92
tpch_q03/duckdb:vortex-compact 🚀	32205632	36719366	0.88
tpch_q04/duckdb:vortex-compact 🚀	34137343	39348574	0.87
tpch_q05/duckdb:vortex-compact 🚀	37410475	41611781	0.90
tpch_q06/duckdb:vortex-compact 🚀	14630320	16260499	0.90
tpch_q07/duckdb:vortex-compact 🚀	42671810	47725004	0.89
tpch_q08/duckdb:vortex-compact	45568924	50148750	0.91
tpch_q09/duckdb:vortex-compact 🚀	88729323	104057989	0.85
tpch_q10/duckdb:vortex-compact 🚀	40694438	45643112	0.89
tpch_q11/duckdb:vortex-compact 🚀	19888674	22586353	0.88
tpch_q12/duckdb:vortex-compact 🚀	35614531	39828985	0.89
tpch_q13/duckdb:vortex-compact 🚀	46940102	52486977	0.89
tpch_q14/duckdb:vortex-compact	29465305	32711696	0.90
tpch_q15/duckdb:vortex-compact 🚀	19027969	22224962	0.86
tpch_q16/duckdb:vortex-compact	36494327	37332520	0.98
tpch_q17/duckdb:vortex-compact	31638052	30845051	1.03
tpch_q18/duckdb:vortex-compact	50943058	51640602	0.99
tpch_q19/duckdb:vortex-compact	36968282	37879479	0.98
tpch_q20/duckdb:vortex-compact	43252604	43626345	0.99
tpch_q21/duckdb:vortex-compact	111825135	111161084	1.01
tpch_q22/duckdb:vortex-compact	20909294	20845427	1.00

duckdb / parquet (0.939x ➖, 6↑ 2↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	75470961	77549064	0.97
tpch_q02/duckdb:parquet	39055382	42146698	0.93
tpch_q03/duckdb:parquet 🚨	81527738	73857508	1.10
tpch_q04/duckdb:parquet	46688780	50291271	0.93
tpch_q05/duckdb:parquet	66159929	73399969	0.90
tpch_q06/duckdb:parquet	19764556	21820513	0.91
tpch_q07/duckdb:parquet	67917749	72624288	0.94
tpch_q08/duckdb:parquet	95884460	87667292	1.09
tpch_q09/duckdb:parquet	140841773	146217439	0.96
tpch_q10/duckdb:parquet	115266973	125405460	0.92
tpch_q11/duckdb:parquet 🚀	21998081	25911163	0.85
tpch_q12/duckdb:parquet 🚀	45305125	51006513	0.89
tpch_q13/duckdb:parquet 🚀	248722048	285527809	0.87
tpch_q14/duckdb:parquet	48641585	52432268	0.93
tpch_q15/duckdb:parquet 🚨	29434056	25819302	1.14
tpch_q16/duckdb:parquet	56426697	62149616	0.91
tpch_q17/duckdb:parquet	54627135	55954255	0.98
tpch_q18/duckdb:parquet	110265919	118717779	0.93
tpch_q19/duckdb:parquet 🚀	64664197	72727405	0.89
tpch_q20/duckdb:parquet 🚀	64084117	73875368	0.87
tpch_q21/duckdb:parquet	165019707	179373214	0.92
tpch_q22/duckdb:parquet 🚀	51554993	57694747	0.89

duckdb / duckdb (0.990x ➖, 1↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15738476	16076330	0.98
tpch_q02/duckdb:duckdb	13371035	12871474	1.04
tpch_q03/duckdb:duckdb	18765759	19770926	0.95
tpch_q04/duckdb:duckdb	18930945	19233472	0.98
tpch_q05/duckdb:duckdb	19615664	19833310	0.99
tpch_q06/duckdb:duckdb	5148050	5354805	0.96
tpch_q07/duckdb:duckdb	22052908	22352217	0.99
tpch_q08/duckdb:duckdb	20688662	20875190	0.99
tpch_q09/duckdb:duckdb	53738859	54200518	0.99
tpch_q10/duckdb:duckdb	44693599	42650037	1.05
tpch_q11/duckdb:duckdb	5765051	5765779	1.00
tpch_q12/duckdb:duckdb	13612476	13569453	1.00
tpch_q13/duckdb:duckdb	37624538	38751614	0.97
tpch_q14/duckdb:duckdb 🚀	16123633	17942257	0.90
tpch_q15/duckdb:duckdb	12015460	11665177	1.03
tpch_q16/duckdb:duckdb	24103667	23727991	1.02
tpch_q17/duckdb:duckdb	13684779	13752642	1.00
tpch_q18/duckdb:duckdb	38876830	37910927	1.03
tpch_q19/duckdb:duckdb	25967910	28116340	0.92
tpch_q20/duckdb:duckdb	23456503	22480385	1.04
tpch_q21/duckdb:duckdb	56282390	56832036	0.99
tpch_q22/duckdb:duckdb	23901535	24205814	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-6.9%	-12.6%	+6.5%	+19.9%	➖ noise
1	datafusion:vortex-compact	-12.6%	-12.6%	+0.0%	+19.9%	➖ noise
1	datafusion:vortex-file-compressed	-12.7%	-12.6%	-0.1%	+19.9%	➖ noise
1	duckdb:duckdb	-2.1%	-12.6%	+12.0%	+19.9%	➖ noise
1	duckdb:vortex-compact	-6.1%	-12.6%	+7.5%	+19.9%	➖ noise
1	duckdb:vortex-file-compressed	-16.9%	-12.6%	-5.0%	+19.9%	➖ noise
2	datafusion:arrow	-5.5%	-5.4%	-0.2%	+19.9%	➖ noise
2	datafusion:vortex-compact	-9.3%	-5.4%	-4.2%	+19.9%	➖ noise
2	datafusion:vortex-file-compressed	-9.1%	-5.4%	-3.9%	+19.9%	➖ noise
2	duckdb:duckdb	+3.9%	-5.4%	+9.8%	+19.9%	➖ noise
2	duckdb:vortex-compact	-7.5%	-5.4%	-2.3%	+19.9%	➖ noise
2	duckdb:vortex-file-compressed	-10.2%	-5.4%	-5.1%	+19.9%	➖ noise
3	datafusion:arrow	-8.5%	+4.7%	-12.6%	+19.9%	➖ noise
3	datafusion:vortex-compact	-10.7%	+4.7%	-14.7%	+19.9%	➖ noise
3	datafusion:vortex-file-compressed	-16.7%	+4.7%	-20.5%	+19.9%	✅ faster
3	duckdb:duckdb	-5.1%	+4.7%	-9.4%	+19.9%	➖ noise
3	duckdb:vortex-compact	-12.3%	+4.7%	-16.3%	+19.9%	➖ noise
3	duckdb:vortex-file-compressed	-11.7%	+4.7%	-15.7%	+19.9%	➖ noise
4	datafusion:arrow	-8.7%	-5.0%	-3.9%	+19.9%	➖ noise
4	datafusion:vortex-compact	-10.6%	-5.0%	-5.8%	+19.9%	➖ noise
4	datafusion:vortex-file-compressed	-14.2%	-5.0%	-9.7%	+19.9%	➖ noise
4	duckdb:duckdb	-1.6%	-5.0%	+3.6%	+19.9%	➖ noise
4	duckdb:vortex-compact	-13.2%	-5.0%	-8.7%	+19.9%	➖ noise
4	duckdb:vortex-file-compressed	-9.5%	-5.0%	-4.8%	+19.9%	➖ noise
5	datafusion:arrow	-4.9%	-6.5%	+1.7%	+19.9%	➖ noise
5	datafusion:vortex-compact	-15.9%	-6.5%	-10.1%	+19.9%	➖ noise
5	datafusion:vortex-file-compressed	-16.3%	-6.5%	-10.5%	+19.9%	➖ noise
5	duckdb:duckdb	-1.1%	-6.5%	+5.7%	+19.9%	➖ noise
5	duckdb:vortex-compact	-10.1%	-6.5%	-3.9%	+19.9%	➖ noise
5	duckdb:vortex-file-compressed	-16.4%	-6.5%	-10.6%	+19.9%	➖ noise
6	datafusion:arrow	+0.5%	-11.3%	+13.4%	+19.9%	➖ noise
6	datafusion:vortex-compact	-12.6%	-11.3%	-1.4%	+19.9%	➖ noise
6	datafusion:vortex-file-compressed	-11.5%	-11.3%	-0.2%	+19.9%	➖ noise
6	duckdb:duckdb	-3.9%	-11.3%	+8.4%	+19.9%	➖ noise
6	duckdb:vortex-compact	-10.0%	-11.3%	+1.5%	+19.9%	➖ noise
6	duckdb:vortex-file-compressed	-11.1%	-11.3%	+0.3%	+19.9%	➖ noise
7	datafusion:arrow	-0.8%	-18.7%	+22.0%	+19.9%	🚨 regression
7	datafusion:vortex-compact	-14.3%	-18.7%	+5.4%	+19.9%	➖ noise
7	datafusion:vortex-file-compressed	-14.8%	-18.7%	+4.8%	+19.9%	➖ noise
7	duckdb:duckdb	-1.3%	-18.7%	+21.4%	+19.9%	🚨 regression
7	duckdb:vortex-compact	-10.6%	-18.7%	+10.0%	+19.9%	➖ noise
7	duckdb:vortex-file-compressed	-14.8%	-18.7%	+4.8%	+19.9%	➖ noise
8	datafusion:arrow	-6.3%	-6.8%	+0.6%	+19.9%	➖ noise
8	datafusion:vortex-compact	-11.7%	-6.8%	-5.3%	+19.9%	➖ noise
8	datafusion:vortex-file-compressed	-12.7%	-6.8%	-6.3%	+19.9%	➖ noise
8	duckdb:duckdb	-0.9%	-6.8%	+6.3%	+19.9%	➖ noise
8	duckdb:vortex-compact	-9.1%	-6.8%	-2.5%	+19.9%	➖ noise
8	duckdb:vortex-file-compressed	-12.6%	-6.8%	-6.2%	+19.9%	➖ noise
9	datafusion:arrow	-6.0%	-14.0%	+9.3%	+19.9%	➖ noise
9	datafusion:vortex-compact	-12.3%	-14.0%	+2.0%	+19.9%	➖ noise
9	datafusion:vortex-file-compressed	-13.1%	-14.0%	+1.0%	+19.9%	➖ noise
9	duckdb:duckdb	-0.9%	-14.0%	+15.2%	+19.9%	➖ noise
9	duckdb:vortex-compact	-14.7%	-14.0%	-0.9%	+19.9%	➖ noise
9	duckdb:vortex-file-compressed	-12.4%	-14.0%	+1.8%	+19.9%	➖ noise
10	datafusion:arrow	-12.1%	-17.1%	+6.0%	+19.9%	➖ noise
10	datafusion:vortex-compact	-12.6%	-17.1%	+5.5%	+19.9%	➖ noise
10	datafusion:vortex-file-compressed	-12.1%	-17.1%	+6.0%	+19.9%	➖ noise
10	duckdb:duckdb	+4.8%	-17.1%	+26.5%	+19.9%	🚨 regression
10	duckdb:vortex-compact	-10.8%	-17.1%	+7.6%	+19.9%	➖ noise
10	duckdb:vortex-file-compressed	-10.8%	-17.1%	+7.6%	+19.9%	➖ noise
11	datafusion:arrow	-2.5%	-20.6%	+22.8%	+19.9%	🚨 regression
11	datafusion:vortex-compact	-11.6%	-20.6%	+11.3%	+19.9%	➖ noise
11	datafusion:vortex-file-compressed	-8.6%	-20.6%	+15.1%	+19.9%	➖ noise
11	duckdb:duckdb	-0.0%	-20.6%	+25.9%	+19.9%	🚨 regression
11	duckdb:vortex-compact	-11.9%	-20.6%	+10.9%	+19.9%	➖ noise
11	duckdb:vortex-file-compressed	-11.8%	-20.6%	+11.1%	+19.9%	➖ noise
12	datafusion:arrow	-4.8%	-12.1%	+8.4%	+19.9%	➖ noise
12	datafusion:vortex-compact	-12.8%	-12.1%	-0.7%	+19.9%	➖ noise
12	datafusion:vortex-file-compressed	-15.1%	-12.1%	-3.4%	+19.9%	➖ noise
12	duckdb:duckdb	+0.3%	-12.1%	+14.2%	+19.9%	➖ noise
12	duckdb:vortex-compact	-10.6%	-12.1%	+1.8%	+19.9%	➖ noise
12	duckdb:vortex-file-compressed	-10.5%	-12.1%	+1.8%	+19.9%	➖ noise
13	datafusion:arrow	-1.2%	-20.1%	+23.6%	+19.9%	🚨 regression
13	datafusion:vortex-compact	-11.2%	-20.1%	+11.2%	+19.9%	➖ noise
13	datafusion:vortex-file-compressed	-13.0%	-20.1%	+8.9%	+19.9%	➖ noise
13	duckdb:duckdb	-2.9%	-20.1%	+21.5%	+19.9%	🚨 regression
13	duckdb:vortex-compact	-10.6%	-20.1%	+12.0%	+19.9%	➖ noise
13	duckdb:vortex-file-compressed	-11.2%	-20.1%	+11.2%	+19.9%	➖ noise
14	datafusion:arrow	-10.0%	-6.9%	-3.3%	+19.9%	➖ noise
14	datafusion:vortex-compact	-11.0%	-6.9%	-4.3%	+19.9%	➖ noise
14	datafusion:vortex-file-compressed	-14.9%	-6.9%	-8.5%	+19.9%	➖ noise
14	duckdb:duckdb	-10.1%	-6.9%	-3.4%	+19.9%	➖ noise
14	duckdb:vortex-compact	-9.9%	-6.9%	-3.2%	+19.9%	➖ noise
14	duckdb:vortex-file-compressed	-13.9%	-6.9%	-7.5%	+19.9%	➖ noise
15	datafusion:arrow	-4.7%	+3.0%	-7.4%	+19.9%	➖ noise
15	datafusion:vortex-compact	-12.6%	+3.0%	-15.1%	+19.9%	➖ noise
15	datafusion:vortex-file-compressed	-16.0%	+3.0%	-18.4%	+19.9%	✅ faster
15	duckdb:duckdb	+3.0%	+3.0%	+0.0%	+19.9%	➖ noise
15	duckdb:vortex-compact	-14.4%	+3.0%	-16.9%	+19.9%	✅ faster
15	duckdb:vortex-file-compressed	-10.7%	+3.0%	-13.2%	+19.9%	➖ noise
16	datafusion:arrow	-2.1%	-10.3%	+9.1%	+19.9%	➖ noise
16	datafusion:vortex-compact	-12.4%	-10.3%	-2.4%	+19.9%	➖ noise
16	datafusion:vortex-file-compressed	-9.1%	-10.3%	+1.3%	+19.9%	➖ noise
16	duckdb:duckdb	+1.6%	-10.3%	+13.2%	+19.9%	➖ noise
16	duckdb:vortex-compact	-2.2%	-10.3%	+8.9%	+19.9%	➖ noise
16	duckdb:vortex-file-compressed	-17.8%	-10.3%	-8.4%	+19.9%	➖ noise
17	datafusion:arrow	-5.4%	-7.4%	+2.2%	+19.9%	➖ noise
17	datafusion:vortex-compact	-15.3%	-7.4%	-8.5%	+19.9%	➖ noise
17	datafusion:vortex-file-compressed	-20.1%	-7.4%	-13.7%	+19.9%	➖ noise
17	duckdb:duckdb	-0.5%	-7.4%	+7.5%	+19.9%	➖ noise
17	duckdb:vortex-compact	+2.6%	-7.4%	+10.8%	+19.9%	➖ noise
17	duckdb:vortex-file-compressed	-8.9%	-7.4%	-1.6%	+19.9%	➖ noise
18	datafusion:arrow	-4.5%	-9.0%	+4.9%	+19.9%	➖ noise
18	datafusion:vortex-compact	-17.0%	-9.0%	-8.8%	+19.9%	➖ noise
18	datafusion:vortex-file-compressed	-17.0%	-9.0%	-8.8%	+19.9%	➖ noise
18	duckdb:duckdb	+2.5%	-9.0%	+12.7%	+19.9%	➖ noise
18	duckdb:vortex-compact	-1.4%	-9.0%	+8.4%	+19.9%	➖ noise
18	duckdb:vortex-file-compressed	-13.3%	-9.0%	-4.7%	+19.9%	➖ noise
19	datafusion:arrow	-0.6%	-6.7%	+6.5%	+19.9%	➖ noise
19	datafusion:vortex-compact	-8.9%	-6.7%	-2.4%	+19.9%	➖ noise
19	datafusion:vortex-file-compressed	-5.7%	-6.7%	+1.0%	+19.9%	➖ noise
19	duckdb:duckdb	-7.6%	-6.7%	-1.0%	+19.9%	➖ noise
19	duckdb:vortex-compact	-2.4%	-6.7%	+4.6%	+19.9%	➖ noise
19	duckdb:vortex-file-compressed	-18.5%	-6.7%	-12.7%	+19.9%	➖ noise
20	datafusion:arrow	-3.9%	-10.1%	+7.0%	+19.9%	➖ noise
20	datafusion:vortex-compact	-12.2%	-10.1%	-2.3%	+19.9%	➖ noise
20	datafusion:vortex-file-compressed	-10.0%	-10.1%	+0.2%	+19.9%	➖ noise
20	duckdb:duckdb	+4.3%	-10.1%	+16.1%	+19.9%	➖ noise
20	duckdb:vortex-compact	-0.9%	-10.1%	+10.3%	+19.9%	➖ noise
20	duckdb:vortex-file-compressed	-11.4%	-10.1%	-1.4%	+19.9%	➖ noise
21	datafusion:arrow	-7.8%	-9.0%	+1.3%	+19.9%	➖ noise
21	datafusion:vortex-compact	-16.8%	-9.0%	-8.6%	+19.9%	➖ noise
21	datafusion:vortex-file-compressed	-15.0%	-9.0%	-6.6%	+19.9%	➖ noise
21	duckdb:duckdb	-1.0%	-9.0%	+8.9%	+19.9%	➖ noise
21	duckdb:vortex-compact	+0.6%	-9.0%	+10.6%	+19.9%	➖ noise
21	duckdb:vortex-file-compressed	-18.2%	-9.0%	-10.0%	+19.9%	➖ noise
22	datafusion:arrow	-3.7%	-8.1%	+4.9%	+19.9%	➖ noise
22	datafusion:vortex-compact	-13.0%	-8.1%	-5.3%	+19.9%	➖ noise
22	datafusion:vortex-file-compressed	-11.2%	-8.1%	-3.3%	+19.9%	➖ noise
22	duckdb:duckdb	-1.3%	-8.1%	+7.5%	+19.9%	➖ noise
22	duckdb:vortex-compact	+0.3%	-8.1%	+9.2%	+19.9%	➖ noise
22	duckdb:vortex-file-compressed	-14.7%	-8.1%	-7.1%	+19.9%	➖ noise

[github-actions]

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.3%
Vortex (geomean): 1.014x ➖
Parquet (geomean): 1.010x ➖
Shifts: Parquet (control) +1.0% · Median polish +1.2%

---

datafusion / vortex-file-compressed (1.013x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	28773396	28411246	1.01
tpcds_q02/datafusion:vortex-file-compressed	53942861	53061875	1.02
tpcds_q03/datafusion:vortex-file-compressed	20314033	19804404	1.03
tpcds_q04/datafusion:vortex-file-compressed	294979216	287773456	1.03
tpcds_q05/datafusion:vortex-file-compressed	53554885	55463688	0.97
tpcds_q06/datafusion:vortex-file-compressed	51412925	50015726	1.03
tpcds_q07/datafusion:vortex-file-compressed	52538167	49774549	1.06
tpcds_q08/datafusion:vortex-file-compressed	35879735	35648234	1.01
tpcds_q09/datafusion:vortex-file-compressed	60032772	60040084	1.00
tpcds_q10/datafusion:vortex-file-compressed	44141082	44355279	1.00
tpcds_q11/datafusion:vortex-file-compressed	164980928	168583618	0.98
tpcds_q12/datafusion:vortex-file-compressed	22914659	22583715	1.01
tpcds_q13/datafusion:vortex-file-compressed	54999038	55607846	0.99
tpcds_q14/datafusion:vortex-file-compressed	198753124	194301236	1.02
tpcds_q15/datafusion:vortex-file-compressed	38155900	35201800	1.08
tpcds_q16/datafusion:vortex-file-compressed	29389143	29755771	0.99
tpcds_q17/datafusion:vortex-file-compressed	67072832	66941789	1.00
tpcds_q18/datafusion:vortex-file-compressed	80680874	77815691	1.04
tpcds_q19/datafusion:vortex-file-compressed	29025325	28986249	1.00
tpcds_q20/datafusion:vortex-file-compressed	26304015	26653810	0.99
tpcds_q21/datafusion:vortex-file-compressed	136228460	135607796	1.00
tpcds_q22/datafusion:vortex-file-compressed	57584725	56937645	1.01
tpcds_q23/datafusion:vortex-file-compressed	146382772	145088628	1.01
tpcds_q24/datafusion:vortex-file-compressed	113223484	110540548	1.02
tpcds_q25/datafusion:vortex-file-compressed	66869810	65961845	1.01
tpcds_q26/datafusion:vortex-file-compressed	36415302	37266655	0.98
tpcds_q27/datafusion:vortex-file-compressed	120091504	120515687	1.00
tpcds_q28/datafusion:vortex-file-compressed	52773213	52209248	1.01
tpcds_q29/datafusion:vortex-file-compressed	66385146	64960909	1.02
tpcds_q30/datafusion:vortex-file-compressed	31679944	32172500	0.98
tpcds_q31/datafusion:vortex-file-compressed	95728485	94216760	1.02
tpcds_q32/datafusion:vortex-file-compressed	21888777	20716127	1.06
tpcds_q33/datafusion:vortex-file-compressed	38930987	37868288	1.03
tpcds_q34/datafusion:vortex-file-compressed	30615770	30498118	1.00
tpcds_q35/datafusion:vortex-file-compressed	54557653	54878132	0.99
tpcds_q36/datafusion:vortex-file-compressed	75931876	75273281	1.01
tpcds_q37/datafusion:vortex-file-compressed	36052372	34261565	1.05
tpcds_q38/datafusion:vortex-file-compressed	52854590	53267816	0.99
tpcds_q39/datafusion:vortex-file-compressed	151739056	143894976	1.05
tpcds_q40/datafusion:vortex-file-compressed	53025456	53426323	0.99
tpcds_q41/datafusion:vortex-file-compressed	18724352	17470219	1.07
tpcds_q42/datafusion:vortex-file-compressed	18181046	18419775	0.99
tpcds_q43/datafusion:vortex-file-compressed	32470556	31055368	1.05
tpcds_q44/datafusion:vortex-file-compressed	40675194	40909245	0.99
tpcds_q45/datafusion:vortex-file-compressed	35366912	34142028	1.04
tpcds_q46/datafusion:vortex-file-compressed	47304208	46990589	1.01
tpcds_q47/datafusion:vortex-file-compressed	202292215	200113510	1.01
tpcds_q48/datafusion:vortex-file-compressed	43437318	42947859	1.01
tpcds_q49/datafusion:vortex-file-compressed	70028935	69440331	1.01
tpcds_q50/datafusion:vortex-file-compressed	45016680	44325455	1.02
tpcds_q51/datafusion:vortex-file-compressed	90609674	89115245	1.02
tpcds_q52/datafusion:vortex-file-compressed	17945035	19171343	0.94
tpcds_q53/datafusion:vortex-file-compressed	24573185	24849405	0.99
tpcds_q54/datafusion:vortex-file-compressed	44608147	43384252	1.03
tpcds_q55/datafusion:vortex-file-compressed	18727584	17530126	1.07
tpcds_q56/datafusion:vortex-file-compressed	39784434	38786283	1.03
tpcds_q57/datafusion:vortex-file-compressed	132465372	129075871	1.03
tpcds_q58/datafusion:vortex-file-compressed	70354464	68822326	1.02
tpcds_q59/datafusion:vortex-file-compressed	72631481	74445150	0.98
tpcds_q60/datafusion:vortex-file-compressed	40323394	40250720	1.00
tpcds_q61/datafusion:vortex-file-compressed	49541024	49001656	1.01
tpcds_q62/datafusion:vortex-file-compressed	31865282	32154887	0.99
tpcds_q63/datafusion:vortex-file-compressed	25202987	25380436	0.99
tpcds_q64/datafusion:vortex-file-compressed	467118689	465367244	1.00
tpcds_q65/datafusion:vortex-file-compressed	48580079	48228691	1.01
tpcds_q66/datafusion:vortex-file-compressed	91061867	93075340	0.98
tpcds_q67/datafusion:vortex-file-compressed	115300884	117740033	0.98
tpcds_q68/datafusion:vortex-file-compressed	44791793	45346048	0.99
tpcds_q69/datafusion:vortex-file-compressed	41747954	40901266	1.02
tpcds_q70/datafusion:vortex-file-compressed	114361488	111807451	1.02
tpcds_q71/datafusion:vortex-file-compressed	30295809	29566808	1.02
tpcds_q72/datafusion:vortex-file-compressed	2616607201	2571722747	1.02
tpcds_q73/datafusion:vortex-file-compressed	33087394	32608720	1.01
tpcds_q74/datafusion:vortex-file-compressed	116945568	114573030	1.02
tpcds_q75/datafusion:vortex-file-compressed	121709597	117485772	1.04
tpcds_q76/datafusion:vortex-file-compressed	33370016	32753660	1.02
tpcds_q77/datafusion:vortex-file-compressed	52478690	50802473	1.03
tpcds_q78/datafusion:vortex-file-compressed	124521696	123759558	1.01
tpcds_q79/datafusion:vortex-file-compressed	38203636	37438568	1.02
tpcds_q80/datafusion:vortex-file-compressed	114245842	112562412	1.01
tpcds_q81/datafusion:vortex-file-compressed	35683191	36319683	0.98
tpcds_q82/datafusion:vortex-file-compressed	36633394	35872084	1.02
tpcds_q83/datafusion:vortex-file-compressed	51652011	51289611	1.01
tpcds_q84/datafusion:vortex-file-compressed	16123849	15515418	1.04
tpcds_q85/datafusion:vortex-file-compressed	101864916	101200931	1.01
tpcds_q86/datafusion:vortex-file-compressed	19443233	18224891	1.07
tpcds_q87/datafusion:vortex-file-compressed	52509770	50113243	1.05
tpcds_q88/datafusion:vortex-file-compressed	69473523	68711466	1.01
tpcds_q89/datafusion:vortex-file-compressed	36255874	35807693	1.01
tpcds_q90/datafusion:vortex-file-compressed	18186317	18159509	1.00
tpcds_q91/datafusion:vortex-file-compressed	25813429	26213564	0.98
tpcds_q92/datafusion:vortex-file-compressed	19548318	18472067	1.06
tpcds_q93/datafusion:vortex-file-compressed	33388983	33293995	1.00
tpcds_q94/datafusion:vortex-file-compressed	24381799	24893881	0.98
tpcds_q95/datafusion:vortex-file-compressed	61794017	60746287	1.02
tpcds_q96/datafusion:vortex-file-compressed	15319766	15506636	0.99
tpcds_q97/datafusion:vortex-file-compressed	30280506	29506245	1.03
tpcds_q98/datafusion:vortex-file-compressed	33680474	32693920	1.03
tpcds_q99/datafusion:vortex-file-compressed	47139283	45461334	1.04

datafusion / vortex-compact (1.007x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	35230360	34247669	1.03
tpcds_q02/datafusion:vortex-compact	60900750	59873472	1.02
tpcds_q03/datafusion:vortex-compact	26733204	25829360	1.03
tpcds_q04/datafusion:vortex-compact	333010987	326703305	1.02
tpcds_q05/datafusion:vortex-compact	65038118	66629709	0.98
tpcds_q06/datafusion:vortex-compact	56992975	57549626	0.99
tpcds_q07/datafusion:vortex-compact	64886281	65839831	0.99
tpcds_q08/datafusion:vortex-compact	44653770	44207839	1.01
tpcds_q09/datafusion:vortex-compact	72140876	72883172	0.99
tpcds_q10/datafusion:vortex-compact	65859819	65985260	1.00
tpcds_q11/datafusion:vortex-compact	191458873	191882642	1.00
tpcds_q12/datafusion:vortex-compact	27303505	28374417	0.96
tpcds_q13/datafusion:vortex-compact	131157804	126042459	1.04
tpcds_q14/datafusion:vortex-compact	256415012	258646546	0.99
tpcds_q15/datafusion:vortex-compact	39381645	38913950	1.01
tpcds_q16/datafusion:vortex-compact	39084479	38251494	1.02
tpcds_q17/datafusion:vortex-compact	92218420	91488823	1.01
tpcds_q18/datafusion:vortex-compact	90460500	90025992	1.00
tpcds_q19/datafusion:vortex-compact	44719322	43900203	1.02
tpcds_q20/datafusion:vortex-compact	30520885	31117320	0.98
tpcds_q21/datafusion:vortex-compact	143600454	139858290	1.03
tpcds_q22/datafusion:vortex-compact	64744393	65477361	0.99
tpcds_q23/datafusion:vortex-compact	188078632	182763723	1.03
tpcds_q24/datafusion:vortex-compact	144130971	141507245	1.02
tpcds_q25/datafusion:vortex-compact	95212022	95202494	1.00
tpcds_q26/datafusion:vortex-compact	46070537	46418641	0.99
tpcds_q27/datafusion:vortex-compact	156335052	155156013	1.01
tpcds_q28/datafusion:vortex-compact	88135490	86960166	1.01
tpcds_q29/datafusion:vortex-compact	93455861	93404075	1.00
tpcds_q30/datafusion:vortex-compact	35394505	34576947	1.02
tpcds_q31/datafusion:vortex-compact	135820960	132504718	1.03
tpcds_q32/datafusion:vortex-compact	28579471	26542126	1.08
tpcds_q33/datafusion:vortex-compact	54615879	54276976	1.01
tpcds_q34/datafusion:vortex-compact	50625069	50840359	1.00
tpcds_q35/datafusion:vortex-compact	70966281	70528666	1.01
tpcds_q36/datafusion:vortex-compact	102633647	99752128	1.03
tpcds_q37/datafusion:vortex-compact	47969689	47340829	1.01
tpcds_q38/datafusion:vortex-compact	71031457	69554018	1.02
tpcds_q39/datafusion:vortex-compact	149988097	145329508	1.03
tpcds_q40/datafusion:vortex-compact	59645923	59624297	1.00
tpcds_q41/datafusion:vortex-compact	21355996	20905300	1.02
tpcds_q42/datafusion:vortex-compact	24614333	24873071	0.99
tpcds_q43/datafusion:vortex-compact	38261621	37525195	1.02
tpcds_q44/datafusion:vortex-compact	76890741	76097977	1.01
tpcds_q45/datafusion:vortex-compact	38913105	39055363	1.00
tpcds_q46/datafusion:vortex-compact	69598326	71760722	0.97
tpcds_q47/datafusion:vortex-compact	229592210	231114590	0.99
tpcds_q48/datafusion:vortex-compact	91597756	90809311	1.01
tpcds_q49/datafusion:vortex-compact	93792368	91716578	1.02
tpcds_q50/datafusion:vortex-compact	65505798	64238794	1.02
tpcds_q51/datafusion:vortex-compact	104267374	99659500	1.05
tpcds_q52/datafusion:vortex-compact	24780022	24751754	1.00
tpcds_q53/datafusion:vortex-compact	37854626	36063257	1.05
tpcds_q54/datafusion:vortex-compact	60994045	60673742	1.01
tpcds_q55/datafusion:vortex-compact	25106972	24141562	1.04
tpcds_q56/datafusion:vortex-compact	56413588	55868013	1.01
tpcds_q57/datafusion:vortex-compact	139129743	136960840	1.02
tpcds_q58/datafusion:vortex-compact	82685533	78711702	1.05
tpcds_q59/datafusion:vortex-compact	85097596	85995817	0.99
tpcds_q60/datafusion:vortex-compact	56163174	55432381	1.01
tpcds_q61/datafusion:vortex-compact	73917812	73216703	1.01
tpcds_q62/datafusion:vortex-compact	34976946	32955452	1.06
tpcds_q63/datafusion:vortex-compact	36285565	36220754	1.00
tpcds_q64/datafusion:vortex-compact	549008075	542864013	1.01
tpcds_q65/datafusion:vortex-compact	68395609	69632956	0.98
tpcds_q66/datafusion:vortex-compact	99607191	101148699	0.98
tpcds_q67/datafusion:vortex-compact	130916232	127442685	1.03
tpcds_q68/datafusion:vortex-compact	71288004	71844784	0.99
tpcds_q69/datafusion:vortex-compact	63860407	62719144	1.02
tpcds_q70/datafusion:vortex-compact	125367707	121612147	1.03
tpcds_q71/datafusion:vortex-compact	47395495	47761113	0.99
tpcds_q72/datafusion:vortex-compact	2634689693	2579131303	1.02
tpcds_q73/datafusion:vortex-compact	52083169	50903345	1.02
tpcds_q74/datafusion:vortex-compact	138152712	138326600	1.00
tpcds_q75/datafusion:vortex-compact	162369411	162378849	1.00
tpcds_q76/datafusion:vortex-compact	50503786	51433523	0.98
tpcds_q77/datafusion:vortex-compact	67892417	68062962	1.00
tpcds_q78/datafusion:vortex-compact	149992526	150760844	0.99
tpcds_q79/datafusion:vortex-compact	59524196	60962579	0.98
tpcds_q80/datafusion:vortex-compact	134832318	130833265	1.03
tpcds_q81/datafusion:vortex-compact	40394210	43176768	0.94
tpcds_q82/datafusion:vortex-compact	49162662	49811219	0.99
tpcds_q83/datafusion:vortex-compact	58882150	58050971	1.01
tpcds_q84/datafusion:vortex-compact	18806006	18154318	1.04
tpcds_q85/datafusion:vortex-compact	127000399	128792920	0.99
tpcds_q86/datafusion:vortex-compact	22532150	22477153	1.00
tpcds_q87/datafusion:vortex-compact	69290573	70043020	0.99
tpcds_q88/datafusion:vortex-compact	142911815	139481209	1.02
tpcds_q89/datafusion:vortex-compact	46002281	46944668	0.98
tpcds_q90/datafusion:vortex-compact	24316245	24692523	0.98
tpcds_q91/datafusion:vortex-compact	40925086	41344816	0.99
tpcds_q92/datafusion:vortex-compact	25440351	26745118	0.95
tpcds_q93/datafusion:vortex-compact	45470685	46047683	0.99
tpcds_q94/datafusion:vortex-compact	31012600	30766178	1.01
tpcds_q95/datafusion:vortex-compact	73849122	72292697	1.02
tpcds_q96/datafusion:vortex-compact	26932096	27012932	1.00
tpcds_q97/datafusion:vortex-compact	42511680	42460564	1.00
tpcds_q98/datafusion:vortex-compact	39511149	38861284	1.02
tpcds_q99/datafusion:vortex-compact	49833123	49835434	1.00

datafusion / parquet (1.013x ➖, 1↑ 1↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	36764569	35809265	1.03
tpcds_q02/datafusion:parquet	46802379	47432220	0.99
tpcds_q03/datafusion:parquet	14923408	15872449	0.94
tpcds_q04/datafusion:parquet	320924174	318699153	1.01
tpcds_q05/datafusion:parquet	53592648	53066668	1.01
tpcds_q06/datafusion:parquet	64436038	65369566	0.99
tpcds_q07/datafusion:parquet	88676470	88066175	1.01
tpcds_q08/datafusion:parquet	33177761	31511401	1.05
tpcds_q09/datafusion:parquet	56786456	54569839	1.04
tpcds_q10/datafusion:parquet	82058404	79245171	1.04
tpcds_q11/datafusion:parquet	182191647	175755452	1.04
tpcds_q12/datafusion:parquet	22526895	21833875	1.03
tpcds_q13/datafusion:parquet	85361203	85576292	1.00
tpcds_q14/datafusion:parquet	196404454	193989375	1.01
tpcds_q15/datafusion:parquet	25860729	27907605	0.93
tpcds_q16/datafusion:parquet	28399367	29476054	0.96
tpcds_q17/datafusion:parquet	69131203	69556273	0.99
tpcds_q18/datafusion:parquet	133238335	131372639	1.01
tpcds_q19/datafusion:parquet	28249551	27882876	1.01
tpcds_q20/datafusion:parquet	21572069	20446360	1.06
tpcds_q21/datafusion:parquet	23023702	21782772	1.06
tpcds_q22/datafusion:parquet 🚀	133411272	160121107	0.83
tpcds_q23/datafusion:parquet	164460831	163147962	1.01
tpcds_q24/datafusion:parquet	105527880	108734039	0.97
tpcds_q25/datafusion:parquet	72416535	71202765	1.02
tpcds_q26/datafusion:parquet	75664243	74312894	1.02
tpcds_q27/datafusion:parquet	168530183	161060753	1.05
tpcds_q28/datafusion:parquet	49341780	48360967	1.02
tpcds_q29/datafusion:parquet	73347580	72253895	1.02
tpcds_q30/datafusion:parquet	43831281	43988836	1.00
tpcds_q31/datafusion:parquet	77926931	75576238	1.03
tpcds_q32/datafusion:parquet	22300123	22296908	1.00
tpcds_q33/datafusion:parquet	35705004	34274074	1.04
tpcds_q34/datafusion:parquet	26061677	25748485	1.01
tpcds_q35/datafusion:parquet	82156416	83145395	0.99
tpcds_q36/datafusion:parquet	65017136	63564773	1.02
tpcds_q37/datafusion:parquet	24477296	23032585	1.06
tpcds_q38/datafusion:parquet	52065592	48941133	1.06
tpcds_q39/datafusion:parquet	82616545	82941782	1.00
tpcds_q40/datafusion:parquet	27557428	28302475	0.97
tpcds_q41/datafusion:parquet	16343872	15622852	1.05
tpcds_q42/datafusion:parquet	14293112	13365454	1.07
tpcds_q43/datafusion:parquet	18749317	18328766	1.02
tpcds_q44/datafusion:parquet	41234742	42519108	0.97
tpcds_q45/datafusion:parquet	32896529	32953870	1.00
tpcds_q46/datafusion:parquet	39119111	39343414	0.99
tpcds_q47/datafusion:parquet	133923812	134697383	0.99
tpcds_q48/datafusion:parquet	78226564	80997958	0.97
tpcds_q49/datafusion:parquet	64680553	63127825	1.02
tpcds_q50/datafusion:parquet	47264852	48904983	0.97
tpcds_q51/datafusion:parquet	91988564	88230863	1.04
tpcds_q52/datafusion:parquet	14751735	13906817	1.06
tpcds_q53/datafusion:parquet	21930470	22188774	0.99
tpcds_q54/datafusion:parquet	43082183	42553965	1.01
tpcds_q55/datafusion:parquet	13829388	13865229	1.00
tpcds_q56/datafusion:parquet	35034592	35307495	0.99
tpcds_q57/datafusion:parquet	114805126	105842944	1.08
tpcds_q58/datafusion:parquet	59409731	56382363	1.05
tpcds_q59/datafusion:parquet	59620827	58501333	1.02
tpcds_q60/datafusion:parquet	35014967	35173791	1.00
tpcds_q61/datafusion:parquet	50060173	50365056	0.99
tpcds_q62/datafusion:parquet 🚨	28109318	25004203	1.12
tpcds_q63/datafusion:parquet	22483177	21868813	1.03
tpcds_q64/datafusion:parquet	550180743	544284042	1.01
tpcds_q65/datafusion:parquet	44225772	46613316	0.95
tpcds_q66/datafusion:parquet	75917005	76589061	0.99
tpcds_q67/datafusion:parquet	160655000	150163876	1.07
tpcds_q68/datafusion:parquet	41378241	40113558	1.03
tpcds_q69/datafusion:parquet	78927025	75904899	1.04
tpcds_q70/datafusion:parquet	98837959	98790171	1.00
tpcds_q71/datafusion:parquet	26558903	27120571	0.98
tpcds_q72/datafusion:parquet	641690956	631754022	1.02
tpcds_q73/datafusion:parquet	27167461	26832346	1.01
tpcds_q74/datafusion:parquet	105193655	103048614	1.02
tpcds_q75/datafusion:parquet	116841628	117667617	0.99
tpcds_q76/datafusion:parquet	37051197	34291751	1.08
tpcds_q77/datafusion:parquet	48906236	50306331	0.97
tpcds_q78/datafusion:parquet	118441289	122615894	0.97
tpcds_q79/datafusion:parquet	30340201	30118484	1.01
tpcds_q80/datafusion:parquet	92314469	90547760	1.02
tpcds_q81/datafusion:parquet	42691973	40293907	1.06
tpcds_q82/datafusion:parquet	24492415	24118640	1.02
tpcds_q83/datafusion:parquet	48106012	47553013	1.01
tpcds_q84/datafusion:parquet	48993506	49012352	1.00
tpcds_q85/datafusion:parquet	173832599	168285959	1.03
tpcds_q86/datafusion:parquet	18385262	17491504	1.05
tpcds_q87/datafusion:parquet	50516455	49555828	1.02
tpcds_q88/datafusion:parquet	69965515	69556521	1.01
tpcds_q89/datafusion:parquet	24626346	24616006	1.00
tpcds_q90/datafusion:parquet	19105766	17937206	1.07
tpcds_q91/datafusion:parquet	71178906	67871821	1.05
tpcds_q92/datafusion:parquet	21481559	21605048	0.99
tpcds_q93/datafusion:parquet	35516985	34638325	1.03
tpcds_q94/datafusion:parquet	25535532	24047459	1.06
tpcds_q95/datafusion:parquet	68349268	66539274	1.03
tpcds_q96/datafusion:parquet	15207912	14161753	1.07
tpcds_q97/datafusion:parquet	32245274	34202866	0.94
tpcds_q98/datafusion:parquet	26359389	25813664	1.02
tpcds_q99/datafusion:parquet	28919044	28401232	1.02

duckdb / vortex-file-compressed (1.023x ➖, 0↑ 4↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21895281	23296034	0.94
tpcds_q02/duckdb:vortex-file-compressed	37095103	39603478	0.94
tpcds_q03/duckdb:vortex-file-compressed	33010344	31740886	1.04
tpcds_q04/duckdb:vortex-file-compressed	100679110	96481443	1.04
tpcds_q05/duckdb:vortex-file-compressed	34572716	33779779	1.02
tpcds_q06/duckdb:vortex-file-compressed	35029661	34544321	1.01
tpcds_q07/duckdb:vortex-file-compressed	23590664	23601379	1.00
tpcds_q08/duckdb:vortex-file-compressed	26046584	26248499	0.99
tpcds_q09/duckdb:vortex-file-compressed	39589311	39566251	1.00
tpcds_q10/duckdb:vortex-file-compressed	37826506	35741023	1.06
tpcds_q11/duckdb:vortex-file-compressed	57929807	57062674	1.02
tpcds_q12/duckdb:vortex-file-compressed	15030662	13905048	1.08
tpcds_q13/duckdb:vortex-file-compressed	32029361	31745102	1.01
tpcds_q14/duckdb:vortex-file-compressed	111509033	113852209	0.98
tpcds_q15/duckdb:vortex-file-compressed	40442351	39846958	1.01
tpcds_q16/duckdb:vortex-file-compressed	29752225	28708987	1.04
tpcds_q17/duckdb:vortex-file-compressed	35423130	35243054	1.01
tpcds_q18/duckdb:vortex-file-compressed	44494636	44196433	1.01
tpcds_q19/duckdb:vortex-file-compressed	32635824	31592458	1.03
tpcds_q20/duckdb:vortex-file-compressed	16518323	15748786	1.05
tpcds_q21/duckdb:vortex-file-compressed	20165354	20639565	0.98
tpcds_q22/duckdb:vortex-file-compressed	106986028	101717681	1.05
tpcds_q23/duckdb:vortex-file-compressed	105397065	107252850	0.98
tpcds_q24/duckdb:vortex-file-compressed	53279330	53318958	1.00
tpcds_q25/duckdb:vortex-file-compressed	34593621	34633618	1.00
tpcds_q26/duckdb:vortex-file-compressed	37421991	38764411	0.97
tpcds_q27/duckdb:vortex-file-compressed	52102901	53065483	0.98
tpcds_q28/duckdb:vortex-file-compressed	39896163	38637245	1.03
tpcds_q29/duckdb:vortex-file-compressed	34717935	33620282	1.03
tpcds_q30/duckdb:vortex-file-compressed	26459304	25054000	1.06
tpcds_q31/duckdb:vortex-file-compressed	32388216	31313831	1.03
tpcds_q32/duckdb:vortex-file-compressed	17678373	17110468	1.03
tpcds_q33/duckdb:vortex-file-compressed	24292935	24220517	1.00
tpcds_q34/duckdb:vortex-file-compressed	18650915	18723761	1.00
tpcds_q35/duckdb:vortex-file-compressed	61126864	64307816	0.95
tpcds_q36/duckdb:vortex-file-compressed	27185391	27122715	1.00
tpcds_q37/duckdb:vortex-file-compressed 🚨	25275574	21368746	1.18
tpcds_q38/duckdb:vortex-file-compressed	37669295	36307403	1.04
tpcds_q39/duckdb:vortex-file-compressed	44117924	48494235	0.91
tpcds_q40/duckdb:vortex-file-compressed	24181782	22805212	1.06
tpcds_q41/duckdb:vortex-file-compressed	14114969	13742526	1.03
tpcds_q42/duckdb:vortex-file-compressed	11983042	11248571	1.07
tpcds_q43/duckdb:vortex-file-compressed	30451525	29522377	1.03
tpcds_q44/duckdb:vortex-file-compressed	21809062	21984372	0.99
tpcds_q45/duckdb:vortex-file-compressed	29371460	28447317	1.03
tpcds_q46/duckdb:vortex-file-compressed	46793981	45467593	1.03
tpcds_q47/duckdb:vortex-file-compressed	50786499	49299017	1.03
tpcds_q48/duckdb:vortex-file-compressed	30440650	28610657	1.06
tpcds_q49/duckdb:vortex-file-compressed	31907492	30120946	1.06
tpcds_q50/duckdb:vortex-file-compressed	36157057	34438872	1.05
tpcds_q51/duckdb:vortex-file-compressed	98286553	97923953	1.00
tpcds_q52/duckdb:vortex-file-compressed	12063031	12167439	0.99
tpcds_q53/duckdb:vortex-file-compressed	19446240	19458328	1.00
tpcds_q54/duckdb:vortex-file-compressed	30119473	29421544	1.02
tpcds_q55/duckdb:vortex-file-compressed	12400436	12095147	1.03
tpcds_q56/duckdb:vortex-file-compressed	24016440	22909505	1.05
tpcds_q57/duckdb:vortex-file-compressed	43884508	43023054	1.02
tpcds_q58/duckdb:vortex-file-compressed	31072814	31821172	0.98
tpcds_q59/duckdb:vortex-file-compressed	76707197	76296835	1.01
tpcds_q60/duckdb:vortex-file-compressed	24207522	24379780	0.99
tpcds_q61/duckdb:vortex-file-compressed	37357470	36684405	1.02
tpcds_q62/duckdb:vortex-file-compressed 🚨	19273634	16168531	1.19
tpcds_q63/duckdb:vortex-file-compressed	20618685	19817515	1.04
tpcds_q64/duckdb:vortex-file-compressed	82269517	81873028	1.00
tpcds_q65/duckdb:vortex-file-compressed	22808499	22266315	1.02
tpcds_q66/duckdb:vortex-file-compressed	34220865	33174846	1.03
tpcds_q67/duckdb:vortex-file-compressed	146177406	142576563	1.03
tpcds_q68/duckdb:vortex-file-compressed	40239250	40291891	1.00
tpcds_q69/duckdb:vortex-file-compressed	37968623	36886752	1.03
tpcds_q70/duckdb:vortex-file-compressed	28579702	26946294	1.06
tpcds_q71/duckdb:vortex-file-compressed	21227245	19493438	1.09
tpcds_q72/duckdb:vortex-file-compressed	175070547	173438631	1.01
tpcds_q73/duckdb:vortex-file-compressed	19280451	18286582	1.05
tpcds_q74/duckdb:vortex-file-compressed	64338879	63663195	1.01
tpcds_q75/duckdb:vortex-file-compressed	58149881	58326777	1.00
tpcds_q76/duckdb:vortex-file-compressed	21838573	22197953	0.98
tpcds_q77/duckdb:vortex-file-compressed	26351396	26557818	0.99
tpcds_q78/duckdb:vortex-file-compressed	77484647	78829400	0.98
tpcds_q79/duckdb:vortex-file-compressed	35164217	34781718	1.01
tpcds_q80/duckdb:vortex-file-compressed	53206027	51122440	1.04
tpcds_q81/duckdb:vortex-file-compressed	28433265	27957063	1.02
tpcds_q82/duckdb:vortex-file-compressed	21762154	21811259	1.00
tpcds_q83/duckdb:vortex-file-compressed	29977513	29385717	1.02
tpcds_q84/duckdb:vortex-file-compressed	18089791	17278134	1.05
tpcds_q85/duckdb:vortex-file-compressed	46016467	45043374	1.02
tpcds_q86/duckdb:vortex-file-compressed	17236431	16679906	1.03
tpcds_q87/duckdb:vortex-file-compressed	42595565	40045201	1.06
tpcds_q88/duckdb:vortex-file-compressed	35750231	34392306	1.04
tpcds_q89/duckdb:vortex-file-compressed	20060296	19335991	1.04
tpcds_q90/duckdb:vortex-file-compressed	14001846	13371496	1.05
tpcds_q91/duckdb:vortex-file-compressed	32587942	30858021	1.06
tpcds_q92/duckdb:vortex-file-compressed	14824548	14020595	1.06
tpcds_q93/duckdb:vortex-file-compressed 🚨	29776873	26493850	1.12
tpcds_q94/duckdb:vortex-file-compressed	21044335	22375584	0.94
tpcds_q95/duckdb:vortex-file-compressed 🚨	154124375	137379124	1.12
tpcds_q96/duckdb:vortex-file-compressed	10604657	10607411	1.00
tpcds_q97/duckdb:vortex-file-compressed	37453539	36178384	1.04
tpcds_q98/duckdb:vortex-file-compressed	17982156	17406885	1.03
tpcds_q99/duckdb:vortex-file-compressed	31732096	29961086	1.06

duckdb / vortex-compact (1.011x ➖, 2↑ 1↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	25592676	24647914	1.04
tpcds_q02/duckdb:vortex-compact	54167511	56185910	0.96
tpcds_q03/duckdb:vortex-compact	58667263	59923034	0.98
tpcds_q04/duckdb:vortex-compact	114012009	107667815	1.06
tpcds_q05/duckdb:vortex-compact	39768115	37574513	1.06
tpcds_q06/duckdb:vortex-compact	38868456	38989072	1.00
tpcds_q07/duckdb:vortex-compact	37053143	35846756	1.03
tpcds_q08/duckdb:vortex-compact	35168654	34685717	1.01
tpcds_q09/duckdb:vortex-compact	57417818	58344131	0.98
tpcds_q10/duckdb:vortex-compact	47369599	47903743	0.99
tpcds_q11/duckdb:vortex-compact	62337089	65775405	0.95
tpcds_q12/duckdb:vortex-compact	19360603	21038865	0.92
tpcds_q13/duckdb:vortex-compact	48950545	47110739	1.04
tpcds_q14/duckdb:vortex-compact	124653317	122786088	1.02
tpcds_q15/duckdb:vortex-compact	45735414	44825902	1.02
tpcds_q16/duckdb:vortex-compact	34789088	33070905	1.05
tpcds_q17/duckdb:vortex-compact	47669867	48276062	0.99
tpcds_q18/duckdb:vortex-compact	56790101	57430231	0.99
tpcds_q19/duckdb:vortex-compact	40260254	39534576	1.02
tpcds_q20/duckdb:vortex-compact	21028209	20506131	1.03
tpcds_q21/duckdb:vortex-compact	28014757	26736192	1.05
tpcds_q22/duckdb:vortex-compact	113378791	112065957	1.01
tpcds_q23/duckdb:vortex-compact	105446872	102705034	1.03
tpcds_q24/duckdb:vortex-compact	68339903	67095623	1.02
tpcds_q25/duckdb:vortex-compact	49441558	47597069	1.04
tpcds_q26/duckdb:vortex-compact 🚀	47185850	54086177	0.87
tpcds_q27/duckdb:vortex-compact	67263825	65330203	1.03
tpcds_q28/duckdb:vortex-compact	86713516	85478179	1.01
tpcds_q29/duckdb:vortex-compact	48270294	49322142	0.98
tpcds_q30/duckdb:vortex-compact	29520381	30100905	0.98
tpcds_q31/duckdb:vortex-compact	35489615	35506850	1.00
tpcds_q32/duckdb:vortex-compact	24240829	23550694	1.03
tpcds_q33/duckdb:vortex-compact	30720228	31127316	0.99
tpcds_q34/duckdb:vortex-compact	26039766	25129297	1.04
tpcds_q35/duckdb:vortex-compact	72740838	67350385	1.08
tpcds_q36/duckdb:vortex-compact	36209881	35359767	1.02
tpcds_q37/duckdb:vortex-compact	30327809	32304032	0.94
tpcds_q38/duckdb:vortex-compact	41584492	42650143	0.98
tpcds_q39/duckdb:vortex-compact	52962115	52826177	1.00
tpcds_q40/duckdb:vortex-compact	27942817	28815330	0.97
tpcds_q41/duckdb:vortex-compact 🚨	18516236	16484355	1.12
tpcds_q42/duckdb:vortex-compact	16642904	16141244	1.03
tpcds_q43/duckdb:vortex-compact	39070269	38558935	1.01
tpcds_q44/duckdb:vortex-compact	32266999	31926030	1.01
tpcds_q45/duckdb:vortex-compact	32135534	31379146	1.02
tpcds_q46/duckdb:vortex-compact	58471635	56709739	1.03
tpcds_q47/duckdb:vortex-compact	58458003	56039330	1.04
tpcds_q48/duckdb:vortex-compact	41404652	40731681	1.02
tpcds_q49/duckdb:vortex-compact	44295230	43294725	1.02
tpcds_q50/duckdb:vortex-compact	48054405	47977893	1.00
tpcds_q51/duckdb:vortex-compact	105241400	103498838	1.02
tpcds_q52/duckdb:vortex-compact	17286127	17500162	0.99
tpcds_q53/duckdb:vortex-compact	28068819	27708496	1.01
tpcds_q54/duckdb:vortex-compact	35299357	36577111	0.97
tpcds_q55/duckdb:vortex-compact	17412590	16869799	1.03
tpcds_q56/duckdb:vortex-compact	30070383	31698897	0.95
tpcds_q57/duckdb:vortex-compact	48698961	46871346	1.04
tpcds_q58/duckdb:vortex-compact	45577995	46033185	0.99
tpcds_q59/duckdb:vortex-compact	100292405	97276201	1.03
tpcds_q60/duckdb:vortex-compact	31346186	31428575	1.00
tpcds_q61/duckdb:vortex-compact	51894645	52417781	0.99
tpcds_q62/duckdb:vortex-compact	20576854	20125806	1.02
tpcds_q63/duckdb:vortex-compact	28472325	28222889	1.01
tpcds_q64/duckdb:vortex-compact	100082144	102374102	0.98
tpcds_q65/duckdb:vortex-compact	30410094	29970529	1.01
tpcds_q66/duckdb:vortex-compact	40427813	38024242	1.06
tpcds_q67/duckdb:vortex-compact	154705207	150740987	1.03
tpcds_q68/duckdb:vortex-compact	52549975	50853810	1.03
tpcds_q69/duckdb:vortex-compact	48779058	48278518	1.01
tpcds_q70/duckdb:vortex-compact	36280766	35148319	1.03
tpcds_q71/duckdb:vortex-compact	27578285	26822582	1.03
tpcds_q72/duckdb:vortex-compact	195157795	192618495	1.01
tpcds_q73/duckdb:vortex-compact	25643070	25655098	1.00
tpcds_q74/duckdb:vortex-compact	68637031	67213793	1.02
tpcds_q75/duckdb:vortex-compact	69322086	67564396	1.03
tpcds_q76/duckdb:vortex-compact	41239722	39466192	1.04
tpcds_q77/duckdb:vortex-compact	36731852	37491852	0.98
tpcds_q78/duckdb:vortex-compact	85926920	84206739	1.02
tpcds_q79/duckdb:vortex-compact	58234122	57030227	1.02
tpcds_q80/duckdb:vortex-compact	66048858	67768333	0.97
tpcds_q81/duckdb:vortex-compact	33855908	33424815	1.01
tpcds_q82/duckdb:vortex-compact	31342862	33375678	0.94
tpcds_q83/duckdb:vortex-compact	47831589	44643368	1.07
tpcds_q84/duckdb:vortex-compact	22371399	22102996	1.01
tpcds_q85/duckdb:vortex-compact	58800177	58865005	1.00
tpcds_q86/duckdb:vortex-compact 🚀	20283611	22539676	0.90
tpcds_q87/duckdb:vortex-compact	44012092	41988139	1.05
tpcds_q88/duckdb:vortex-compact	41350939	39980944	1.03
tpcds_q89/duckdb:vortex-compact	27524500	26751104	1.03
tpcds_q90/duckdb:vortex-compact	16337243	15670010	1.04
tpcds_q91/duckdb:vortex-compact	51976326	52804206	0.98
tpcds_q92/duckdb:vortex-compact	20564207	19934615	1.03
tpcds_q93/duckdb:vortex-compact	33164871	31824237	1.04
tpcds_q94/duckdb:vortex-compact	25785389	25238862	1.02
tpcds_q95/duckdb:vortex-compact	147862682	137189769	1.08
tpcds_q96/duckdb:vortex-compact	13323478	13236174	1.01
tpcds_q97/duckdb:vortex-compact	44104761	41058443	1.07
tpcds_q98/duckdb:vortex-compact	24801063	24470203	1.01
tpcds_q99/duckdb:vortex-compact	33381277	32588584	1.02

duckdb / parquet (1.007x ➖, 0↑ 2↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	27314496	29768835	0.92
tpcds_q02/duckdb:parquet	23724209	24335562	0.97
tpcds_q03/duckdb:parquet	11512566	11206582	1.03
tpcds_q04/duckdb:parquet	165172629	170099946	0.97
tpcds_q05/duckdb:parquet	29011489	29806958	0.97
tpcds_q06/duckdb:parquet	28386193	27772365	1.02
tpcds_q07/duckdb:parquet	20946133	21033216	1.00
tpcds_q08/duckdb:parquet	27867220	26641038	1.05
tpcds_q09/duckdb:parquet	39071161	39501523	0.99
tpcds_q10/duckdb:parquet	33136308	32813054	1.01
tpcds_q11/duckdb:parquet	85327108	89814461	0.95
tpcds_q12/duckdb:parquet	14396783	14367598	1.00
tpcds_q13/duckdb:parquet	32255516	33809226	0.95
tpcds_q14/duckdb:parquet	99080694	102241964	0.97
tpcds_q15/duckdb:parquet	30675581	29247164	1.05
tpcds_q16/duckdb:parquet	21057761	21577794	0.98
tpcds_q17/duckdb:parquet	38639034	36509927	1.06
tpcds_q18/duckdb:parquet	45857847	45752173	1.00
tpcds_q19/duckdb:parquet	27622973	29820818	0.93
tpcds_q20/duckdb:parquet	15167872	15686299	0.97
tpcds_q21/duckdb:parquet	10868141	10213226	1.06
tpcds_q22/duckdb:parquet	70648233	66068044	1.07
tpcds_q23/duckdb:parquet	79864809	79783229	1.00
tpcds_q24/duckdb:parquet	44972246	44054055	1.02
tpcds_q25/duckdb:parquet	32637814	32937560	0.99
tpcds_q26/duckdb:parquet	35092516	33616419	1.04
tpcds_q27/duckdb:parquet	49878442	47914622	1.04
tpcds_q28/duckdb:parquet	37715492	37308981	1.01
tpcds_q29/duckdb:parquet 🚨	36908685	33066157	1.12
tpcds_q30/duckdb:parquet	34640828	35424140	0.98
tpcds_q31/duckdb:parquet	23709120	23354709	1.02
tpcds_q32/duckdb:parquet	11099786	11040656	1.01
tpcds_q33/duckdb:parquet	20335731	21677814	0.94
tpcds_q34/duckdb:parquet	20194752	19809486	1.02
tpcds_q35/duckdb:parquet	55271060	55004381	1.00
tpcds_q36/duckdb:parquet	20122926	19665721	1.02
tpcds_q37/duckdb:parquet	12327180	11732137	1.05
tpcds_q38/duckdb:parquet	32539776	33359448	0.98
tpcds_q39/duckdb:parquet	28769375	30133737	0.95
tpcds_q40/duckdb:parquet	17204761	17160251	1.00
tpcds_q41/duckdb:parquet	7755475	7622378	1.02
tpcds_q42/duckdb:parquet	9352986	9424636	0.99
tpcds_q43/duckdb:parquet	15325672	15453102	0.99
tpcds_q44/duckdb:parquet	21910201	22458015	0.98
tpcds_q45/duckdb:parquet	26005436	25829366	1.01
tpcds_q46/duckdb:parquet	44168546	45134934	0.98
tpcds_q47/duckdb:parquet	45985902	44061611	1.04
tpcds_q48/duckdb:parquet	29557897	29296596	1.01
tpcds_q49/duckdb:parquet	25362162	24286041	1.04
tpcds_q50/duckdb:parquet	23970209	23173090	1.03
tpcds_q51/duckdb:parquet	95148678	96510794	0.99
tpcds_q52/duckdb:parquet	10027677	10494318	0.96
tpcds_q53/duckdb:parquet	15143981	15077404	1.00
tpcds_q54/duckdb:parquet	25050558	25526642	0.98
tpcds_q55/duckdb:parquet	10083174	9539168	1.06
tpcds_q56/duckdb:parquet	20222553	20321063	1.00
tpcds_q57/duckdb:parquet	34974167	34966008	1.00
tpcds_q58/duckdb:parquet	21801992	21191052	1.03
tpcds_q59/duckdb:parquet	35269990	35197417	1.00
tpcds_q60/duckdb:parquet	22077287	21384824	1.03
tpcds_q61/duckdb:parquet	30181984	30650483	0.98
tpcds_q62/duckdb:parquet	11941497	11617779	1.03
tpcds_q63/duckdb:parquet	14592246	14207736	1.03
tpcds_q64/duckdb:parquet	72889193	73480924	0.99
tpcds_q65/duckdb:parquet	19701453	20891565	0.94
tpcds_q66/duckdb:parquet	29122549	27429565	1.06
tpcds_q67/duckdb:parquet	132138987	132917757	0.99
tpcds_q68/duckdb:parquet	36691752	36514695	1.00
tpcds_q69/duckdb:parquet	35844233	35770952	1.00
tpcds_q70/duckdb:parquet	19531394	19463669	1.00
tpcds_q71/duckdb:parquet	19505369	18986038	1.03
tpcds_q72/duckdb:parquet	164127951	165167145	0.99
tpcds_q73/duckdb:parquet	17223106	17917813	0.96
tpcds_q74/duckdb:parquet	129306412	128134177	1.01
tpcds_q75/duckdb:parquet	53135445	51447285	1.03
tpcds_q76/duckdb:parquet	19047800	19145439	0.99
tpcds_q77/duckdb:parquet	21486480	22027386	0.98
tpcds_q78/duckdb:parquet	73752154	72323346	1.02
tpcds_q79/duckdb:parquet	27579115	27223901	1.01
tpcds_q80/duckdb:parquet	41142931	39533124	1.04
tpcds_q81/duckdb:parquet	31496521	30955620	1.02
tpcds_q82/duckdb:parquet	13525197	12946882	1.04
tpcds_q83/duckdb:parquet	16779574	17334068	0.97
tpcds_q84/duckdb:parquet	18866798	17958544	1.05
tpcds_q85/duckdb:parquet	38389474	37816980	1.02
tpcds_q86/duckdb:parquet	12165457	12292238	0.99
tpcds_q87/duckdb:parquet	35244288	37930810	0.93
tpcds_q88/duckdb:parquet	48761759	48351404	1.01
tpcds_q89/duckdb:parquet	16253248	16410729	0.99
tpcds_q90/duckdb:parquet	7400129	7208925	1.03
tpcds_q91/duckdb:parquet	22553948	22750700	0.99
tpcds_q92/duckdb:parquet	11852867	11126202	1.07
tpcds_q93/duckdb:parquet	29086614	27426385	1.06
tpcds_q94/duckdb:parquet	16853428	15443522	1.09
tpcds_q95/duckdb:parquet 🚨	145022430	130842277	1.11
tpcds_q96/duckdb:parquet	8722182	8860416	0.98
tpcds_q97/duckdb:parquet	35738312	34311264	1.04
tpcds_q98/duckdb:parquet	17548526	17433728	1.01
tpcds_q99/duckdb:parquet	20458226	19193519	1.07

duckdb / duckdb (1.012x ➖, 1↑ 1↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19681517	20120631	0.98
tpcds_q02/duckdb:duckdb	17998208	18440067	0.98
tpcds_q03/duckdb:duckdb	8485030	8098530	1.05
tpcds_q04/duckdb:duckdb	175445981	172532922	1.02
tpcds_q05/duckdb:duckdb	18721162	19355497	0.97
tpcds_q06/duckdb:duckdb 🚨	24963706	22127841	1.13
tpcds_q07/duckdb:duckdb	37949015	39199854	0.97
tpcds_q08/duckdb:duckdb	123657975	119875466	1.03
tpcds_q09/duckdb:duckdb	19620186	19449418	1.01
tpcds_q10/duckdb:duckdb	23134946	23154977	1.00
tpcds_q11/duckdb:duckdb	90695748	90216505	1.01
tpcds_q12/duckdb:duckdb	11251286	10982233	1.02
tpcds_q13/duckdb:duckdb	23795757	23683429	1.00
tpcds_q14/duckdb:duckdb	89971028	90788073	0.99
tpcds_q15/duckdb:duckdb	24188158	24010245	1.01
tpcds_q16/duckdb:duckdb	18768790	17952218	1.05
tpcds_q17/duckdb:duckdb	21904239	21135929	1.04
tpcds_q18/duckdb:duckdb	44452954	43027787	1.03
tpcds_q19/duckdb:duckdb	16538807	17240587	0.96
tpcds_q20/duckdb:duckdb	12211879	12161187	1.00
tpcds_q21/duckdb:duckdb	6778780	6961395	0.97
tpcds_q22/duckdb:duckdb	62187348	61986102	1.00
tpcds_q23/duckdb:duckdb	73627060	72664277	1.01
tpcds_q24/duckdb:duckdb	23263779	22634928	1.03
tpcds_q25/duckdb:duckdb	16715170	16740051	1.00
tpcds_q26/duckdb:duckdb	26815193	25358931	1.06
tpcds_q27/duckdb:duckdb	39954066	38786317	1.03
tpcds_q28/duckdb:duckdb	21525995	21159671	1.02
tpcds_q29/duckdb:duckdb	19783826	19950391	0.99
tpcds_q30/duckdb:duckdb	28355236	27441554	1.03
tpcds_q31/duckdb:duckdb	46157526	45333854	1.02
tpcds_q32/duckdb:duckdb	7568062	7503906	1.01
tpcds_q33/duckdb:duckdb	12406535	12219613	1.02
tpcds_q34/duckdb:duckdb	15029283	14986229	1.00
tpcds_q35/duckdb:duckdb	33152075	30409078	1.09
tpcds_q36/duckdb:duckdb	66062618	69495779	0.95
tpcds_q37/duckdb:duckdb	7234395	7313799	0.99
tpcds_q38/duckdb:duckdb	30810965	33574419	0.92
tpcds_q39/duckdb:duckdb	24387604	25408035	0.96
tpcds_q40/duckdb:duckdb	13143561	13012977	1.01
tpcds_q41/duckdb:duckdb	7880637	7851618	1.00
tpcds_q42/duckdb:duckdb	6350911	6290779	1.01
tpcds_q43/duckdb:duckdb	11020537	11205375	0.98
tpcds_q44/duckdb:duckdb	13577081	12602818	1.08
tpcds_q45/duckdb:duckdb	16088656	17307485	0.93
tpcds_q46/duckdb:duckdb	36066793	35644563	1.01
tpcds_q47/duckdb:duckdb	40349454	41077785	0.98
tpcds_q48/duckdb:duckdb	21672684	21118198	1.03
tpcds_q49/duckdb:duckdb	16357018	16757610	0.98
tpcds_q50/duckdb:duckdb	14461507	13687031	1.06
tpcds_q51/duckdb:duckdb	91792265	92704920	0.99
tpcds_q52/duckdb:duckdb	7511385	7095528	1.06
tpcds_q53/duckdb:duckdb	12768086	12749781	1.00
tpcds_q54/duckdb:duckdb	16819033	16905511	0.99
tpcds_q55/duckdb:duckdb	7038802	6736480	1.04
tpcds_q56/duckdb:duckdb	13565659	12618646	1.08
tpcds_q57/duckdb:duckdb	32394738	31442263	1.03
tpcds_q58/duckdb:duckdb	12633120	12380989	1.02
tpcds_q59/duckdb:duckdb	34844911	35105344	0.99
tpcds_q60/duckdb:duckdb	14727763	13885833	1.06
tpcds_q61/duckdb:duckdb	13898424	13861490	1.00
tpcds_q62/duckdb:duckdb	9246371	9094589	1.02
tpcds_q63/duckdb:duckdb	11798555	11836262	1.00
tpcds_q64/duckdb:duckdb	51426163	51458880	1.00
tpcds_q65/duckdb:duckdb	34610605	32211346	1.07
tpcds_q66/duckdb:duckdb	25416415	24338803	1.04
tpcds_q67/duckdb:duckdb	127803421	127203243	1.00
tpcds_q68/duckdb:duckdb	24760124	24922352	0.99
tpcds_q69/duckdb:duckdb	24102744	24028295	1.00
tpcds_q70/duckdb:duckdb	13880015	13604267	1.02
tpcds_q71/duckdb:duckdb	11670520	11518062	1.01
tpcds_q72/duckdb:duckdb	42641062	42093408	1.01
tpcds_q73/duckdb:duckdb	10865116	10159887	1.07
tpcds_q74/duckdb:duckdb	147571267	144745995	1.02
tpcds_q75/duckdb:duckdb	43274347	42881364	1.01
tpcds_q76/duckdb:duckdb	12274233	11382244	1.08
tpcds_q77/duckdb:duckdb	12060005	11259951	1.07
tpcds_q78/duckdb:duckdb	63842332	62789187	1.02
tpcds_q79/duckdb:duckdb	18324565	17985811	1.02
tpcds_q80/duckdb:duckdb	27369562	26980209	1.01
tpcds_q81/duckdb:duckdb	35843429	36355497	0.99
tpcds_q82/duckdb:duckdb	8526253	8203385	1.04
tpcds_q83/duckdb:duckdb	9218818	9113889	1.01
tpcds_q84/duckdb:duckdb	13266922	13466725	0.99
tpcds_q85/duckdb:duckdb	24024631	23386475	1.03
tpcds_q86/duckdb:duckdb	10446394	10412310	1.00
tpcds_q87/duckdb:duckdb	34594867	32234476	1.07
tpcds_q88/duckdb:duckdb	25072660	24595578	1.02
tpcds_q89/duckdb:duckdb	14403679	14197898	1.01
tpcds_q90/duckdb:duckdb	5498540	5358663	1.03
tpcds_q91/duckdb:duckdb	12354441	13004672	0.95
tpcds_q92/duckdb:duckdb	9182663	8671801	1.06
tpcds_q93/duckdb:duckdb	21941650	21524319	1.02
tpcds_q94/duckdb:duckdb	12495833	12748845	0.98
tpcds_q95/duckdb:duckdb 🚀	109287155	127135537	0.86
tpcds_q96/duckdb:duckdb	4595841	4477293	1.03
tpcds_q97/duckdb:duckdb	29983791	30411819	0.99
tpcds_q98/duckdb:duckdb	13257358	13288275	1.00
tpcds_q99/duckdb:duckdb	15978696	16019895	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.9%	-2.9%	+6.0%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+1.3%	-2.9%	+4.3%	+12.5%	➖ noise
1	duckdb:duckdb	-2.2%	-2.9%	+0.8%	+11.4%	➖ noise
1	duckdb:vortex-compact	+3.8%	-2.9%	+7.0%	+11.6%	➖ noise
1	duckdb:vortex-file-compressed	-6.0%	-2.9%	-3.2%	+10.0%	➖ noise
2	datafusion:vortex-compact	+1.7%	-1.9%	+3.7%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+1.7%	-1.9%	+3.7%	+10.0%	➖ noise
2	duckdb:duckdb	-2.4%	-1.9%	-0.5%	+10.0%	➖ noise
2	duckdb:vortex-compact	-3.6%	-1.9%	-1.7%	+25.4%	➖ noise
2	duckdb:vortex-file-compressed	-6.3%	-1.9%	-4.5%	+34.1%	➖ noise
3	datafusion:vortex-compact	+3.5%	-1.7%	+5.3%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+2.6%	-1.7%	+4.4%	+10.0%	➖ noise
3	duckdb:duckdb	+4.8%	-1.7%	+6.6%	+17.7%	➖ noise
3	duckdb:vortex-compact	-2.1%	-1.7%	-0.4%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+4.0%	-1.7%	+5.8%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.9%	-1.1%	+3.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.5%	-1.1%	+3.7%	+10.0%	➖ noise
4	duckdb:duckdb	+1.7%	-1.1%	+2.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	+5.9%	-1.1%	+7.1%	+12.7%	➖ noise
4	duckdb:vortex-file-compressed	+4.4%	-1.1%	+5.5%	+12.0%	➖ noise
5	datafusion:vortex-compact	-2.4%	-0.9%	-1.5%	+10.2%	➖ noise
5	datafusion:vortex-file-compressed	-3.4%	-0.9%	-2.6%	+12.0%	➖ noise
5	duckdb:duckdb	-3.3%	-0.9%	-2.4%	+15.0%	➖ noise
5	duckdb:vortex-compact	+5.8%	-0.9%	+6.8%	+11.2%	➖ noise
5	duckdb:vortex-file-compressed	+2.3%	-0.9%	+3.2%	+11.6%	➖ noise
6	datafusion:vortex-compact	-1.0%	+0.4%	-1.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+2.8%	+0.4%	+2.4%	+10.0%	➖ noise
6	duckdb:duckdb	+12.8%	+0.4%	+12.4%	+15.2%	➖ noise
6	duckdb:vortex-compact	-0.3%	+0.4%	-0.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.4%	+0.4%	+1.0%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.4%	+0.1%	-1.6%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+5.6%	+0.1%	+5.4%	+10.0%	➖ noise
7	duckdb:duckdb	-3.2%	+0.1%	-3.3%	+16.8%	➖ noise
7	duckdb:vortex-compact	+3.4%	+0.1%	+3.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.0%	+0.1%	-0.2%	+10.5%	➖ noise
8	datafusion:vortex-compact	+1.0%	+4.9%	-3.8%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.6%	+4.9%	-4.1%	+10.0%	➖ noise
8	duckdb:duckdb	+3.2%	+4.9%	-1.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	+1.4%	+4.9%	-3.4%	+11.3%	➖ noise
8	duckdb:vortex-file-compressed	-0.8%	+4.9%	-5.4%	+10.5%	➖ noise
9	datafusion:vortex-compact	-1.0%	+1.5%	-2.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.0%	+1.5%	-1.4%	+10.0%	➖ noise
9	duckdb:duckdb	+0.9%	+1.5%	-0.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.6%	+1.5%	-3.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.1%	+1.5%	-1.4%	+10.0%	➖ noise
10	datafusion:vortex-compact	-0.2%	+2.3%	-2.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.5%	+2.3%	-2.7%	+10.0%	➖ noise
10	duckdb:duckdb	-0.1%	+2.3%	-2.3%	+11.0%	➖ noise
10	duckdb:vortex-compact	-1.1%	+2.3%	-3.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+5.8%	+2.3%	+3.5%	+11.0%	➖ noise
11	datafusion:vortex-compact	-0.2%	-0.8%	+0.5%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-2.1%	-0.8%	-1.4%	+10.0%	➖ noise
11	duckdb:duckdb	+0.5%	-0.8%	+1.3%	+10.6%	➖ noise
11	duckdb:vortex-compact	-5.2%	-0.8%	-4.5%	+15.9%	➖ noise
11	duckdb:vortex-file-compressed	+1.5%	-0.8%	+2.3%	+13.8%	➖ noise
12	datafusion:vortex-compact	-3.8%	+1.7%	-5.4%	+11.3%	➖ noise
12	datafusion:vortex-file-compressed	+1.5%	+1.7%	-0.2%	+14.6%	➖ noise
12	duckdb:duckdb	+2.4%	+1.7%	+0.8%	+12.0%	➖ noise
12	duckdb:vortex-compact	-8.0%	+1.7%	-9.5%	+14.7%	➖ noise
12	duckdb:vortex-file-compressed	+8.1%	+1.7%	+6.3%	+10.5%	➖ noise
13	datafusion:vortex-compact	+4.1%	-2.4%	+6.7%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.1%	-2.4%	+1.4%	+10.0%	➖ noise
13	duckdb:duckdb	+0.5%	-2.4%	+3.0%	+10.0%	➖ noise
13	duckdb:vortex-compact	+3.9%	-2.4%	+6.5%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.9%	-2.4%	+3.4%	+13.5%	➖ noise
14	datafusion:vortex-compact	-0.9%	-0.9%	+0.1%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+2.3%	-0.9%	+3.3%	+10.0%	➖ noise
14	duckdb:duckdb	-0.9%	-0.9%	+0.0%	+10.0%	➖ noise
14	duckdb:vortex-compact	+1.5%	-0.9%	+2.5%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-2.1%	-0.9%	-1.1%	+10.0%	➖ noise
15	datafusion:vortex-compact	+1.2%	-1.4%	+2.7%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+8.4%	-1.4%	+9.9%	+16.2%	➖ noise
15	duckdb:duckdb	+0.7%	-1.4%	+2.2%	+12.9%	➖ noise
15	duckdb:vortex-compact	+2.0%	-1.4%	+3.5%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+1.5%	-1.4%	+3.0%	+10.0%	➖ noise
16	datafusion:vortex-compact	+2.2%	-3.0%	+5.4%	+11.1%	➖ noise
16	datafusion:vortex-file-compressed	-1.2%	-3.0%	+1.9%	+10.8%	➖ noise
16	duckdb:duckdb	+4.5%	-3.0%	+7.8%	+19.9%	➖ noise
16	duckdb:vortex-compact	+5.2%	-3.0%	+8.5%	+13.8%	➖ noise
16	duckdb:vortex-file-compressed	+3.6%	-3.0%	+6.9%	+10.6%	➖ noise
17	datafusion:vortex-compact	+0.8%	+2.6%	-1.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.2%	+2.6%	-2.3%	+10.0%	➖ noise
17	duckdb:duckdb	+3.6%	+2.6%	+1.0%	+10.0%	➖ noise
17	duckdb:vortex-compact	-1.3%	+2.6%	-3.7%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.5%	+2.6%	-2.0%	+10.0%	➖ noise
18	datafusion:vortex-compact	+0.5%	+0.8%	-0.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+3.7%	+0.8%	+2.8%	+10.0%	➖ noise
18	duckdb:duckdb	+3.3%	+0.8%	+2.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	-1.1%	+0.8%	-1.9%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.7%	+0.8%	-0.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	+1.9%	-3.1%	+5.2%	+11.4%	➖ noise
19	datafusion:vortex-file-compressed	+0.1%	-3.1%	+3.4%	+12.2%	➖ noise
19	duckdb:duckdb	-4.1%	-3.1%	-1.0%	+14.4%	➖ noise
19	duckdb:vortex-compact	+1.8%	-3.1%	+5.1%	+11.6%	➖ noise
19	duckdb:vortex-file-compressed	+3.3%	-3.1%	+6.6%	+14.0%	➖ noise
20	datafusion:vortex-compact	-1.9%	+1.0%	-2.9%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.3%	+1.0%	-2.3%	+10.0%	➖ noise
20	duckdb:duckdb	+0.4%	+1.0%	-0.6%	+13.0%	➖ noise
20	duckdb:vortex-compact	+2.5%	+1.0%	+1.5%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+4.9%	+1.0%	+3.8%	+10.0%	➖ noise
21	datafusion:vortex-compact	+2.7%	+6.1%	-3.2%	+13.1%	➖ noise
21	datafusion:vortex-file-compressed	+0.5%	+6.1%	-5.3%	+12.3%	➖ noise
21	duckdb:duckdb	-2.6%	+6.1%	-8.2%	+18.3%	➖ noise
21	duckdb:vortex-compact	+4.8%	+6.1%	-1.2%	+17.0%	➖ noise
21	duckdb:vortex-file-compressed	-2.3%	+6.1%	-7.9%	+16.9%	➖ noise
22	datafusion:vortex-compact	-1.1%	-5.6%	+4.8%	+12.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.1%	-5.6%	+7.1%	+12.0%	➖ noise
22	duckdb:duckdb	+0.3%	-5.6%	+6.3%	+11.3%	➖ noise
22	duckdb:vortex-compact	+1.2%	-5.6%	+7.2%	+10.7%	➖ noise
22	duckdb:vortex-file-compressed	+5.2%	-5.6%	+11.4%	+11.1%	🚨 regression
23	datafusion:vortex-compact	+2.9%	+0.5%	+2.4%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+0.9%	+0.5%	+0.4%	+10.0%	➖ noise
23	duckdb:duckdb	+1.3%	+0.5%	+0.9%	+13.4%	➖ noise
23	duckdb:vortex-compact	+2.7%	+0.5%	+2.2%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-1.7%	+0.5%	-2.2%	+10.0%	➖ noise
24	datafusion:vortex-compact	+1.9%	-0.5%	+2.3%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+2.4%	-0.5%	+2.9%	+10.0%	➖ noise
24	duckdb:duckdb	+2.8%	-0.5%	+3.3%	+26.8%	➖ noise
24	duckdb:vortex-compact	+1.9%	-0.5%	+2.3%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-0.1%	-0.5%	+0.4%	+14.0%	➖ noise
25	datafusion:vortex-compact	+0.0%	+0.4%	-0.4%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+1.4%	+0.4%	+1.0%	+10.0%	➖ noise
25	duckdb:duckdb	-0.1%	+0.4%	-0.5%	+10.0%	➖ noise
25	duckdb:vortex-compact	+3.9%	+0.4%	+3.5%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-0.1%	+0.4%	-0.5%	+10.0%	➖ noise
26	datafusion:vortex-compact	-0.7%	+3.1%	-3.7%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-2.3%	+3.1%	-5.2%	+13.2%	➖ noise
26	duckdb:duckdb	+5.7%	+3.1%	+2.6%	+15.2%	➖ noise
26	duckdb:vortex-compact	-12.8%	+3.1%	-15.4%	+15.2%	✅ faster
26	duckdb:vortex-file-compressed	-3.5%	+3.1%	-6.4%	+16.5%	➖ noise
27	datafusion:vortex-compact	+0.8%	+4.4%	-3.5%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	-0.4%	+4.4%	-4.5%	+10.0%	➖ noise
27	duckdb:duckdb	+3.0%	+4.4%	-1.3%	+19.2%	➖ noise
27	duckdb:vortex-compact	+3.0%	+4.4%	-1.3%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-1.8%	+4.4%	-5.9%	+12.5%	➖ noise
28	datafusion:vortex-compact	+1.4%	+1.6%	-0.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+1.1%	+1.6%	-0.5%	+10.0%	➖ noise
28	duckdb:duckdb	+1.7%	+1.6%	+0.2%	+17.9%	➖ noise
28	duckdb:vortex-compact	+1.4%	+1.6%	-0.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+3.3%	+1.6%	+1.7%	+10.0%	➖ noise
29	datafusion:vortex-compact	+0.1%	+6.4%	-6.0%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+2.2%	+6.4%	-4.0%	+10.0%	➖ noise
29	duckdb:duckdb	-0.8%	+6.4%	-6.8%	+10.7%	➖ noise
29	duckdb:vortex-compact	-2.1%	+6.4%	-8.1%	+10.6%	➖ noise
29	duckdb:vortex-file-compressed	+3.3%	+6.4%	-3.0%	+10.7%	➖ noise
30	datafusion:vortex-compact	+2.4%	-1.3%	+3.7%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	-1.5%	-1.3%	-0.2%	+10.0%	➖ noise
30	duckdb:duckdb	+3.3%	-1.3%	+4.7%	+13.2%	➖ noise
30	duckdb:vortex-compact	-1.9%	-1.3%	-0.6%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+5.6%	-1.3%	+7.0%	+15.0%	➖ noise
31	datafusion:vortex-compact	+2.5%	+2.3%	+0.2%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.6%	+2.3%	-0.7%	+10.0%	➖ noise
31	duckdb:duckdb	+1.8%	+2.3%	-0.5%	+11.2%	➖ noise
31	duckdb:vortex-compact	-0.0%	+2.3%	-2.3%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+3.4%	+2.3%	+1.1%	+10.0%	➖ noise
32	datafusion:vortex-compact	+7.7%	+0.3%	+7.4%	+10.4%	➖ noise
32	datafusion:vortex-file-compressed	+5.7%	+0.3%	+5.4%	+10.6%	➖ noise
32	duckdb:duckdb	+0.9%	+0.3%	+0.6%	+11.6%	➖ noise
32	duckdb:vortex-compact	+2.9%	+0.3%	+2.6%	+11.6%	➖ noise
32	duckdb:vortex-file-compressed	+3.3%	+0.3%	+3.0%	+11.2%	➖ noise
33	datafusion:vortex-compact	+0.6%	-1.1%	+1.8%	+10.7%	➖ noise
33	datafusion:vortex-file-compressed	+2.8%	-1.1%	+4.0%	+10.8%	➖ noise
33	duckdb:duckdb	+1.5%	-1.1%	+2.7%	+10.1%	➖ noise
33	duckdb:vortex-compact	-1.3%	-1.1%	-0.2%	+10.9%	➖ noise
33	duckdb:vortex-file-compressed	+0.3%	-1.1%	+1.5%	+11.3%	➖ noise
34	datafusion:vortex-compact	-0.4%	+1.6%	-2.0%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.4%	+1.6%	-1.2%	+10.0%	➖ noise
34	duckdb:duckdb	+0.3%	+1.6%	-1.3%	+10.4%	➖ noise
34	duckdb:vortex-compact	+3.6%	+1.6%	+2.0%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-0.4%	+1.6%	-1.9%	+10.0%	➖ noise
35	datafusion:vortex-compact	+0.6%	-0.4%	+1.0%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-0.6%	-0.4%	-0.2%	+10.0%	➖ noise
35	duckdb:duckdb	+9.0%	-0.4%	+9.4%	+14.5%	➖ noise
35	duckdb:vortex-compact	+8.0%	-0.4%	+8.4%	+11.8%	➖ noise
35	duckdb:vortex-file-compressed	-4.9%	-0.4%	-4.6%	+14.0%	➖ noise
36	datafusion:vortex-compact	+2.9%	+2.3%	+0.6%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+0.9%	+2.3%	-1.4%	+10.0%	➖ noise
36	duckdb:duckdb	-4.9%	+2.3%	-7.1%	+11.3%	➖ noise
36	duckdb:vortex-compact	+2.4%	+2.3%	+0.1%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+0.2%	+2.3%	-2.0%	+10.0%	➖ noise
37	datafusion:vortex-compact	+1.3%	+5.7%	-4.1%	+11.4%	➖ noise
37	datafusion:vortex-file-compressed	+5.2%	+5.7%	-0.4%	+10.0%	➖ noise
37	duckdb:duckdb	-1.1%	+5.7%	-6.4%	+17.0%	➖ noise
37	duckdb:vortex-compact	-6.1%	+5.7%	-11.2%	+10.0%	✅ faster
37	duckdb:vortex-file-compressed	+18.3%	+5.7%	+11.9%	+16.6%	➖ noise
38	datafusion:vortex-compact	+2.1%	+1.9%	+0.3%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-0.8%	+1.9%	-2.6%	+10.0%	➖ noise
38	duckdb:duckdb	-8.2%	+1.9%	-9.9%	+12.4%	➖ noise
38	duckdb:vortex-compact	-2.5%	+1.9%	-4.3%	+20.1%	➖ noise
38	duckdb:vortex-file-compressed	+3.8%	+1.9%	+1.8%	+16.5%	➖ noise
39	datafusion:vortex-compact	+3.2%	-2.5%	+5.8%	+11.4%	➖ noise
39	datafusion:vortex-file-compressed	+5.5%	-2.5%	+8.1%	+15.0%	➖ noise
39	duckdb:duckdb	-4.0%	-2.5%	-1.6%	+25.1%	➖ noise
39	duckdb:vortex-compact	+0.3%	-2.5%	+2.8%	+15.7%	➖ noise
39	duckdb:vortex-file-compressed	-9.0%	-2.5%	-6.7%	+20.5%	➖ noise
40	datafusion:vortex-compact	+0.0%	-1.2%	+1.2%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-0.8%	-1.2%	+0.5%	+10.0%	➖ noise
40	duckdb:duckdb	+1.0%	-1.2%	+2.2%	+16.2%	➖ noise
40	duckdb:vortex-compact	-3.0%	-1.2%	-1.9%	+13.5%	➖ noise
40	duckdb:vortex-file-compressed	+6.0%	-1.2%	+7.3%	+14.7%	➖ noise
41	datafusion:vortex-compact	+2.2%	+3.2%	-1.0%	+12.4%	➖ noise
41	datafusion:vortex-file-compressed	+7.2%	+3.2%	+3.9%	+17.1%	➖ noise
41	duckdb:duckdb	+0.4%	+3.2%	-2.7%	+11.4%	➖ noise
41	duckdb:vortex-compact	+12.3%	+3.2%	+8.9%	+11.9%	➖ noise
41	duckdb:vortex-file-compressed	+2.7%	+3.2%	-0.4%	+11.1%	➖ noise
42	datafusion:vortex-compact	-1.0%	+3.0%	-3.9%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	-1.3%	+3.0%	-4.2%	+11.3%	➖ noise
42	duckdb:duckdb	+1.0%	+3.0%	-2.0%	+11.3%	➖ noise
42	duckdb:vortex-compact	+3.1%	+3.0%	+0.1%	+11.7%	➖ noise
42	duckdb:vortex-file-compressed	+6.5%	+3.0%	+3.4%	+13.4%	➖ noise
43	datafusion:vortex-compact	+2.0%	+0.7%	+1.2%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+4.6%	+0.7%	+3.8%	+10.0%	➖ noise
43	duckdb:duckdb	-1.6%	+0.7%	-2.4%	+10.0%	➖ noise
43	duckdb:vortex-compact	+1.3%	+0.7%	+0.6%	+24.8%	➖ noise
43	duckdb:vortex-file-compressed	+3.1%	+0.7%	+2.4%	+10.0%	➖ noise
44	datafusion:vortex-compact	+1.0%	-2.7%	+3.9%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	-0.6%	-2.7%	+2.2%	+10.0%	➖ noise
44	duckdb:duckdb	+7.7%	-2.7%	+10.8%	+11.5%	➖ noise
44	duckdb:vortex-compact	+1.1%	-2.7%	+3.9%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-0.8%	-2.7%	+2.0%	+10.1%	➖ noise
45	datafusion:vortex-compact	-0.4%	+0.3%	-0.6%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+3.6%	+0.3%	+3.3%	+11.7%	➖ noise
45	duckdb:duckdb	-7.0%	+0.3%	-7.3%	+14.9%	➖ noise
45	duckdb:vortex-compact	+2.4%	+0.3%	+2.2%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	+3.2%	+0.3%	+3.0%	+16.7%	➖ noise
46	datafusion:vortex-compact	-3.0%	-1.4%	-1.7%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+0.7%	-1.4%	+2.1%	+10.1%	➖ noise
46	duckdb:duckdb	+1.2%	-1.4%	+2.6%	+10.0%	➖ noise
46	duckdb:vortex-compact	+3.1%	-1.4%	+4.5%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+2.9%	-1.4%	+4.3%	+10.0%	➖ noise
47	datafusion:vortex-compact	-0.7%	+1.9%	-2.5%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+1.1%	+1.9%	-0.8%	+10.0%	➖ noise
47	duckdb:duckdb	-1.8%	+1.9%	-3.6%	+10.0%	➖ noise
47	duckdb:vortex-compact	+4.3%	+1.9%	+2.4%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+3.0%	+1.9%	+1.1%	+10.0%	➖ noise
48	datafusion:vortex-compact	+0.9%	-1.3%	+2.2%	+11.0%	➖ noise
48	datafusion:vortex-file-compressed	+1.1%	-1.3%	+2.5%	+10.0%	➖ noise
48	duckdb:duckdb	+2.6%	-1.3%	+4.0%	+13.0%	➖ noise
48	duckdb:vortex-compact	+1.7%	-1.3%	+3.0%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+6.4%	-1.3%	+7.8%	+10.0%	➖ noise
49	datafusion:vortex-compact	+2.3%	+3.4%	-1.1%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+0.8%	+3.4%	-2.5%	+10.0%	➖ noise
49	duckdb:duckdb	-2.4%	+3.4%	-5.6%	+10.8%	➖ noise
49	duckdb:vortex-compact	+2.3%	+3.4%	-1.1%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	+5.9%	+3.4%	+2.4%	+14.4%	➖ noise
50	datafusion:vortex-compact	+2.0%	-0.0%	+2.0%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+1.6%	-0.0%	+1.6%	+10.0%	➖ noise
50	duckdb:duckdb	+5.7%	-0.0%	+5.7%	+10.6%	➖ noise
50	duckdb:vortex-compact	+0.2%	-0.0%	+0.2%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+5.0%	-0.0%	+5.0%	+11.9%	➖ noise
51	datafusion:vortex-compact	+4.6%	+1.4%	+3.2%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+1.7%	+1.4%	+0.3%	+10.0%	➖ noise
51	duckdb:duckdb	-1.0%	+1.4%	-2.3%	+27.7%	➖ noise
51	duckdb:vortex-compact	+1.7%	+1.4%	+0.3%	+15.5%	➖ noise
51	duckdb:vortex-file-compressed	+0.4%	+1.4%	-1.0%	+10.0%	➖ noise
52	datafusion:vortex-compact	+0.1%	+0.7%	-0.6%	+13.2%	➖ noise
52	datafusion:vortex-file-compressed	-6.4%	+0.7%	-7.0%	+11.2%	➖ noise
52	duckdb:duckdb	+5.9%	+0.7%	+5.1%	+12.1%	➖ noise
52	duckdb:vortex-compact	-1.2%	+0.7%	-1.9%	+11.3%	➖ noise
52	duckdb:vortex-file-compressed	-0.9%	+0.7%	-1.5%	+12.9%	➖ noise
53	datafusion:vortex-compact	+5.0%	-0.4%	+5.4%	+18.8%	➖ noise
53	datafusion:vortex-file-compressed	-1.1%	-0.4%	-0.7%	+18.7%	➖ noise
53	duckdb:duckdb	+0.1%	-0.4%	+0.5%	+19.0%	➖ noise
53	duckdb:vortex-compact	+1.3%	-0.4%	+1.7%	+18.8%	➖ noise
53	duckdb:vortex-file-compressed	-0.1%	-0.4%	+0.3%	+16.9%	➖ noise
54	datafusion:vortex-compact	+0.5%	-0.3%	+0.9%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+2.8%	-0.3%	+3.2%	+10.0%	➖ noise
54	duckdb:duckdb	-0.5%	-0.3%	-0.2%	+10.7%	➖ noise
54	duckdb:vortex-compact	-3.5%	-0.3%	-3.2%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+2.4%	-0.3%	+2.7%	+10.0%	➖ noise
55	datafusion:vortex-compact	+4.0%	+2.7%	+1.3%	+10.5%	➖ noise
55	datafusion:vortex-file-compressed	+6.8%	+2.7%	+4.0%	+10.0%	➖ noise
55	duckdb:duckdb	+4.5%	+2.7%	+1.8%	+11.8%	➖ noise
55	duckdb:vortex-compact	+3.2%	+2.7%	+0.5%	+11.2%	➖ noise
55	duckdb:vortex-file-compressed	+2.5%	+2.7%	-0.2%	+14.0%	➖ noise
56	datafusion:vortex-compact	+1.0%	-0.6%	+1.6%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+2.6%	-0.6%	+3.2%	+13.2%	➖ noise
56	duckdb:duckdb	+7.5%	-0.6%	+8.2%	+11.6%	➖ noise
56	duckdb:vortex-compact	-5.1%	-0.6%	-4.5%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	+4.8%	-0.6%	+5.5%	+10.4%	➖ noise
57	datafusion:vortex-compact	+1.6%	+4.2%	-2.5%	+11.2%	➖ noise
57	datafusion:vortex-file-compressed	+2.6%	+4.2%	-1.5%	+11.3%	➖ noise
57	duckdb:duckdb	+3.0%	+4.2%	-1.1%	+17.9%	➖ noise
57	duckdb:vortex-compact	+3.9%	+4.2%	-0.3%	+11.3%	➖ noise
57	duckdb:vortex-file-compressed	+2.0%	+4.2%	-2.1%	+16.6%	➖ noise
58	datafusion:vortex-compact	+5.0%	+4.1%	+0.9%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+2.2%	+4.1%	-1.8%	+10.0%	➖ noise
58	duckdb:duckdb	+2.0%	+4.1%	-2.0%	+10.0%	➖ noise
58	duckdb:vortex-compact	-1.0%	+4.1%	-4.9%	+21.1%	➖ noise
58	duckdb:vortex-file-compressed	-2.4%	+4.1%	-6.2%	+15.0%	➖ noise
59	datafusion:vortex-compact	-1.0%	+1.1%	-2.1%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-2.4%	+1.1%	-3.5%	+10.0%	➖ noise
59	duckdb:duckdb	-0.7%	+1.1%	-1.8%	+10.0%	➖ noise
59	duckdb:vortex-compact	+3.1%	+1.1%	+2.0%	+10.9%	➖ noise
59	duckdb:vortex-file-compressed	+0.5%	+1.1%	-0.5%	+10.0%	➖ noise
60	datafusion:vortex-compact	+1.3%	+1.4%	-0.1%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+0.2%	+1.4%	-1.2%	+10.0%	➖ noise
60	duckdb:duckdb	+6.1%	+1.4%	+4.6%	+12.7%	➖ noise
60	duckdb:vortex-compact	-0.3%	+1.4%	-1.6%	+11.1%	➖ noise
60	duckdb:vortex-file-compressed	-0.7%	+1.4%	-2.1%	+12.2%	➖ noise
61	datafusion:vortex-compact	+1.0%	-1.1%	+2.0%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+1.1%	-1.1%	+2.2%	+10.0%	➖ noise
61	duckdb:duckdb	+0.3%	-1.1%	+1.3%	+10.0%	➖ noise
61	duckdb:vortex-compact	-1.0%	-1.1%	+0.1%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	+1.8%	-1.1%	+2.9%	+10.0%	➖ noise
62	datafusion:vortex-compact	+6.1%	+7.5%	-1.3%	+11.0%	➖ noise
62	datafusion:vortex-file-compressed	-0.9%	+7.5%	-7.8%	+11.0%	➖ noise
62	duckdb:duckdb	+1.7%	+7.5%	-5.4%	+10.4%	➖ noise
62	duckdb:vortex-compact	+2.2%	+7.5%	-4.9%	+13.1%	➖ noise
62	duckdb:vortex-file-compressed	+19.2%	+7.5%	+10.9%	+22.0%	➖ noise
63	datafusion:vortex-compact	+0.2%	+2.8%	-2.5%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	-0.7%	+2.8%	-3.4%	+10.0%	➖ noise
63	duckdb:duckdb	-0.3%	+2.8%	-3.0%	+10.0%	➖ noise
63	duckdb:vortex-compact	+0.9%	+2.8%	-1.8%	+10.3%	➖ noise
63	duckdb:vortex-file-compressed	+4.0%	+2.8%	+1.3%	+10.0%	➖ noise
64	datafusion:vortex-compact	+1.1%	+0.1%	+1.0%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+0.4%	+0.1%	+0.2%	+10.0%	➖ noise
64	duckdb:duckdb	-0.1%	+0.1%	-0.2%	+10.0%	➖ noise
64	duckdb:vortex-compact	-2.2%	+0.1%	-2.4%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+0.5%	+0.1%	+0.3%	+10.0%	➖ noise
65	datafusion:vortex-compact	-1.8%	-5.4%	+3.8%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+0.7%	-5.4%	+6.5%	+11.2%	➖ noise
65	duckdb:duckdb	+7.4%	-5.4%	+13.6%	+14.3%	➖ noise
65	duckdb:vortex-compact	+1.5%	-5.4%	+7.3%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+2.4%	-5.4%	+8.3%	+10.8%	➖ noise
66	datafusion:vortex-compact	-1.5%	+2.6%	-4.0%	+10.0%	➖ noise
66	datafusion:vortex-file-compressed	-2.2%	+2.6%	-4.6%	+10.0%	➖ noise
66	duckdb:duckdb	+4.4%	+2.6%	+1.8%	+12.7%	➖ noise
66	duckdb:vortex-compact	+6.3%	+2.6%	+3.6%	+14.9%	➖ noise
66	duckdb:vortex-file-compressed	+3.2%	+2.6%	+0.6%	+10.0%	➖ noise
67	datafusion:vortex-compact	+2.7%	+3.1%	-0.4%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-2.1%	+3.1%	-5.0%	+11.2%	➖ noise
67	duckdb:duckdb	+0.5%	+3.1%	-2.6%	+10.0%	➖ noise
67	duckdb:vortex-compact	+2.6%	+3.1%	-0.5%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+2.5%	+3.1%	-0.6%	+10.0%	➖ noise
68	datafusion:vortex-compact	-0.8%	+1.8%	-2.5%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-1.2%	+1.8%	-3.0%	+10.0%	➖ noise
68	duckdb:duckdb	-0.7%	+1.8%	-2.4%	+10.0%	➖ noise
68	duckdb:vortex-compact	+3.3%	+1.8%	+1.5%	+12.9%	➖ noise
68	duckdb:vortex-file-compressed	-0.1%	+1.8%	-1.9%	+10.0%	➖ noise
69	datafusion:vortex-compact	+1.8%	+2.1%	-0.3%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+2.1%	+2.1%	-0.0%	+10.0%	➖ noise
69	duckdb:duckdb	+0.3%	+2.1%	-1.7%	+10.0%	➖ noise
69	duckdb:vortex-compact	+1.0%	+2.1%	-1.0%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+2.9%	+2.1%	+0.8%	+10.0%	➖ noise
70	datafusion:vortex-compact	+3.1%	+0.2%	+2.9%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+2.3%	+0.2%	+2.1%	+10.2%	➖ noise
70	duckdb:duckdb	+2.0%	+0.2%	+1.8%	+14.5%	➖ noise
70	duckdb:vortex-compact	+3.2%	+0.2%	+3.0%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+6.1%	+0.2%	+5.9%	+12.9%	➖ noise
71	datafusion:vortex-compact	-0.8%	+0.3%	-1.1%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+2.5%	+0.3%	+2.2%	+13.5%	➖ noise
71	duckdb:duckdb	+1.3%	+0.3%	+1.0%	+15.3%	➖ noise
71	duckdb:vortex-compact	+2.8%	+0.3%	+2.5%	+13.4%	➖ noise
71	duckdb:vortex-file-compressed	+8.9%	+0.3%	+8.6%	+16.9%	➖ noise
72	datafusion:vortex-compact	+2.2%	+0.5%	+1.7%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+1.7%	+0.5%	+1.3%	+10.0%	➖ noise
72	duckdb:duckdb	+1.3%	+0.5%	+0.8%	+12.5%	➖ noise
72	duckdb:vortex-compact	+1.3%	+0.5%	+0.8%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+0.9%	+0.5%	+0.5%	+10.0%	➖ noise
73	datafusion:vortex-compact	+2.3%	-1.3%	+3.7%	+15.5%	➖ noise
73	datafusion:vortex-file-compressed	+1.5%	-1.3%	+2.9%	+22.8%	➖ noise
73	duckdb:duckdb	+6.9%	-1.3%	+8.4%	+10.2%	➖ noise
73	duckdb:vortex-compact	-0.0%	-1.3%	+1.3%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+5.4%	-1.3%	+6.9%	+11.7%	➖ noise
74	datafusion:vortex-compact	-0.1%	+1.5%	-1.6%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+2.1%	+1.5%	+0.6%	+10.0%	➖ noise
74	duckdb:duckdb	+2.0%	+1.5%	+0.4%	+10.0%	➖ noise
74	duckdb:vortex-compact	+2.1%	+1.5%	+0.6%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	+1.1%	+1.5%	-0.4%	+24.1%	➖ noise
75	datafusion:vortex-compact	-0.0%	+1.3%	-1.3%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+3.6%	+1.3%	+2.3%	+10.0%	➖ noise
75	duckdb:duckdb	+0.9%	+1.3%	-0.3%	+10.0%	➖ noise
75	duckdb:vortex-compact	+2.6%	+1.3%	+1.3%	+10.2%	➖ noise
75	duckdb:vortex-file-compressed	-0.3%	+1.3%	-1.6%	+10.0%	➖ noise
76	datafusion:vortex-compact	-1.8%	+3.7%	-5.3%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	+1.9%	+3.7%	-1.7%	+10.2%	➖ noise
76	duckdb:duckdb	+7.8%	+3.7%	+4.0%	+15.3%	➖ noise
76	duckdb:vortex-compact	+4.5%	+3.7%	+0.8%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-1.6%	+3.7%	-5.1%	+13.6%	➖ noise
77	datafusion:vortex-compact	-0.3%	-2.6%	+2.4%	+12.2%	➖ noise
77	datafusion:vortex-file-compressed	+3.3%	-2.6%	+6.1%	+12.5%	➖ noise
77	duckdb:duckdb	+7.1%	-2.6%	+10.0%	+17.6%	➖ noise
77	duckdb:vortex-compact	-2.0%	-2.6%	+0.6%	+10.4%	➖ noise
77	duckdb:vortex-file-compressed	-0.8%	-2.6%	+1.9%	+14.1%	➖ noise
78	datafusion:vortex-compact	-0.5%	-0.8%	+0.2%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+0.6%	-0.8%	+1.4%	+10.0%	➖ noise
78	duckdb:duckdb	+1.7%	-0.8%	+2.4%	+15.4%	➖ noise
78	duckdb:vortex-compact	+2.0%	-0.8%	+2.8%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-1.7%	-0.8%	-1.0%	+10.0%	➖ noise
79	datafusion:vortex-compact	-2.4%	+1.0%	-3.3%	+10.9%	➖ noise
79	datafusion:vortex-file-compressed	+2.0%	+1.0%	+1.0%	+10.0%	➖ noise
79	duckdb:duckdb	+1.9%	+1.0%	+0.9%	+10.3%	➖ noise
79	duckdb:vortex-compact	+2.1%	+1.0%	+1.1%	+10.6%	➖ noise
79	duckdb:vortex-file-compressed	+1.1%	+1.0%	+0.1%	+17.0%	➖ noise
80	datafusion:vortex-compact	+3.1%	+3.0%	+0.0%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+1.5%	+3.0%	-1.5%	+10.0%	➖ noise
80	duckdb:duckdb	+1.4%	+3.0%	-1.5%	+12.6%	➖ noise
80	duckdb:vortex-compact	-2.5%	+3.0%	-5.4%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+4.1%	+3.0%	+1.0%	+10.0%	➖ noise
81	datafusion:vortex-compact	-6.4%	+3.8%	-9.9%	+12.1%	➖ noise
81	datafusion:vortex-file-compressed	-1.8%	+3.8%	-5.4%	+12.4%	➖ noise
81	duckdb:duckdb	-1.4%	+3.8%	-5.0%	+12.3%	➖ noise
81	duckdb:vortex-compact	+1.3%	+3.8%	-2.4%	+11.9%	➖ noise
81	duckdb:vortex-file-compressed	+1.7%	+3.8%	-2.0%	+15.1%	➖ noise
82	datafusion:vortex-compact	-1.3%	+3.0%	-4.2%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+2.1%	+3.0%	-0.9%	+10.8%	➖ noise
82	duckdb:duckdb	+3.9%	+3.0%	+0.9%	+13.0%	➖ noise
82	duckdb:vortex-compact	-6.1%	+3.0%	-8.8%	+11.8%	➖ noise
82	duckdb:vortex-file-compressed	-0.2%	+3.0%	-3.1%	+18.0%	➖ noise
83	datafusion:vortex-compact	+1.4%	-1.0%	+2.5%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+0.7%	-1.0%	+1.8%	+10.0%	➖ noise
83	duckdb:duckdb	+1.2%	-1.0%	+2.2%	+10.8%	➖ noise
83	duckdb:vortex-compact	+7.1%	-1.0%	+8.3%	+11.0%	➖ noise
83	duckdb:vortex-file-compressed	+2.0%	-1.0%	+3.1%	+13.6%	➖ noise
84	datafusion:vortex-compact	+3.6%	+2.5%	+1.1%	+14.0%	➖ noise
84	datafusion:vortex-file-compressed	+3.9%	+2.5%	+1.4%	+10.0%	➖ noise
84	duckdb:duckdb	-1.5%	+2.5%	-3.9%	+11.5%	➖ noise
84	duckdb:vortex-compact	+1.2%	+2.5%	-1.2%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+4.7%	+2.5%	+2.2%	+10.0%	➖ noise
85	datafusion:vortex-compact	-1.4%	+2.4%	-3.7%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+0.7%	+2.4%	-1.7%	+10.0%	➖ noise
85	duckdb:duckdb	+2.7%	+2.4%	+0.3%	+15.8%	➖ noise
85	duckdb:vortex-compact	-0.1%	+2.4%	-2.5%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+2.2%	+2.4%	-0.2%	+10.0%	➖ noise
86	datafusion:vortex-compact	+0.2%	+2.0%	-1.7%	+11.2%	➖ noise
86	datafusion:vortex-file-compressed	+6.7%	+2.0%	+4.6%	+11.3%	➖ noise
86	duckdb:duckdb	+0.3%	+2.0%	-1.6%	+12.6%	➖ noise
86	duckdb:vortex-compact	-10.0%	+2.0%	-11.8%	+20.7%	➖ noise
86	duckdb:vortex-file-compressed	+3.3%	+2.0%	+1.3%	+18.5%	➖ noise
87	datafusion:vortex-compact	-1.1%	-2.7%	+1.6%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+4.8%	-2.7%	+7.7%	+10.0%	➖ noise
87	duckdb:duckdb	+7.3%	-2.7%	+10.3%	+10.0%	🚨 regression
87	duckdb:vortex-compact	+4.8%	-2.7%	+7.7%	+11.2%	➖ noise
87	duckdb:vortex-file-compressed	+6.4%	-2.7%	+9.3%	+13.4%	➖ noise
88	datafusion:vortex-compact	+2.5%	+0.7%	+1.7%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+1.1%	+0.7%	+0.4%	+10.0%	➖ noise
88	duckdb:duckdb	+1.9%	+0.7%	+1.2%	+10.0%	➖ noise
88	duckdb:vortex-compact	+3.4%	+0.7%	+2.7%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+3.9%	+0.7%	+3.2%	+10.0%	➖ noise
89	datafusion:vortex-compact	-2.0%	-0.5%	-1.6%	+10.9%	➖ noise
89	datafusion:vortex-file-compressed	+1.3%	-0.5%	+1.7%	+11.0%	➖ noise
89	duckdb:duckdb	+1.4%	-0.5%	+1.9%	+12.1%	➖ noise
89	duckdb:vortex-compact	+2.9%	-0.5%	+3.4%	+10.8%	➖ noise
89	duckdb:vortex-file-compressed	+3.7%	-0.5%	+4.2%	+10.7%	➖ noise
90	datafusion:vortex-compact	-1.5%	+4.6%	-5.8%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	+0.1%	+4.6%	-4.2%	+10.0%	➖ noise
90	duckdb:duckdb	+2.6%	+4.6%	-1.9%	+10.0%	➖ noise
90	duckdb:vortex-compact	+4.3%	+4.6%	-0.3%	+10.9%	➖ noise
90	duckdb:vortex-file-compressed	+4.7%	+4.6%	+0.1%	+11.0%	➖ noise
91	datafusion:vortex-compact	-1.0%	+2.0%	-2.9%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	-1.5%	+2.0%	-3.4%	+10.0%	➖ noise
91	duckdb:duckdb	-5.0%	+2.0%	-6.8%	+16.2%	➖ noise
91	duckdb:vortex-compact	-1.6%	+2.0%	-3.5%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+5.6%	+2.0%	+3.6%	+10.5%	➖ noise
92	datafusion:vortex-compact	-4.9%	+2.9%	-7.6%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	+5.8%	+2.9%	+2.8%	+10.0%	➖ noise
92	duckdb:duckdb	+5.9%	+2.9%	+2.9%	+11.9%	➖ noise
92	duckdb:vortex-compact	+3.2%	+2.9%	+0.2%	+17.0%	➖ noise
92	duckdb:vortex-file-compressed	+5.7%	+2.9%	+2.7%	+14.2%	➖ noise
93	datafusion:vortex-compact	-1.3%	+4.3%	-5.3%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+0.3%	+4.3%	-3.8%	+10.0%	➖ noise
93	duckdb:duckdb	+1.9%	+4.3%	-2.2%	+12.6%	➖ noise
93	duckdb:vortex-compact	+4.2%	+4.3%	-0.1%	+16.2%	➖ noise
93	duckdb:vortex-file-compressed	+12.4%	+4.3%	+7.8%	+13.5%	➖ noise
94	datafusion:vortex-compact	+0.8%	+7.6%	-6.4%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	-2.1%	+7.6%	-9.0%	+14.2%	➖ noise
94	duckdb:duckdb	-2.0%	+7.6%	-8.9%	+11.1%	➖ noise
94	duckdb:vortex-compact	+2.2%	+7.6%	-5.1%	+12.7%	➖ noise
94	duckdb:vortex-file-compressed	-5.9%	+7.6%	-12.6%	+10.0%	✅ faster
95	datafusion:vortex-compact	+2.2%	+6.7%	-4.3%	+12.6%	➖ noise
95	datafusion:vortex-file-compressed	+1.7%	+6.7%	-4.7%	+12.6%	➖ noise
95	duckdb:duckdb	-14.0%	+6.7%	-19.4%	+21.6%	✅ faster
95	duckdb:vortex-compact	+7.8%	+6.7%	+1.0%	+16.4%	➖ noise
95	duckdb:vortex-file-compressed	+12.2%	+6.7%	+5.1%	+22.8%	➖ noise
96	datafusion:vortex-compact	-0.3%	+2.8%	-3.0%	+11.4%	➖ noise
96	datafusion:vortex-file-compressed	-1.2%	+2.8%	-3.9%	+14.2%	➖ noise
96	duckdb:duckdb	+2.6%	+2.8%	-0.2%	+15.3%	➖ noise
96	duckdb:vortex-compact	+0.7%	+2.8%	-2.1%	+11.5%	➖ noise
96	duckdb:vortex-file-compressed	-0.0%	+2.8%	-2.8%	+15.2%	➖ noise
97	datafusion:vortex-compact	+0.1%	-0.9%	+1.0%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+2.6%	-0.9%	+3.6%	+12.0%	➖ noise
97	duckdb:duckdb	-1.4%	-0.9%	-0.5%	+16.2%	➖ noise
97	duckdb:vortex-compact	+7.4%	-0.9%	+8.4%	+17.4%	➖ noise
97	duckdb:vortex-file-compressed	+3.5%	-0.9%	+4.5%	+11.8%	➖ noise
98	datafusion:vortex-compact	+1.7%	+1.4%	+0.3%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+3.0%	+1.4%	+1.6%	+10.0%	➖ noise
98	duckdb:duckdb	-0.2%	+1.4%	-1.6%	+14.4%	➖ noise
98	duckdb:vortex-compact	+1.4%	+1.4%	-0.0%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	+3.3%	+1.4%	+1.9%	+13.5%	➖ noise
99	datafusion:vortex-compact	-0.0%	+4.2%	-4.0%	+16.7%	➖ noise
99	datafusion:vortex-file-compressed	+3.7%	+4.2%	-0.5%	+16.1%	➖ noise
99	duckdb:duckdb	-0.3%	+4.2%	-4.3%	+14.9%	➖ noise
99	duckdb:vortex-compact	+2.4%	+4.2%	-1.7%	+37.4%	➖ noise
99	duckdb:vortex-file-compressed	+5.9%	+4.2%	+1.7%	+20.1%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.4%
Vortex (geomean): 0.993x ➖
Parquet (geomean): 0.961x ➖
Shifts: Parquet (control) -3.9% · Median polish -2.3%

---

datafusion / vortex-file-compressed (1.039x ➖, 0↑ 1↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	36735908	40952795	0.90
fineweb_q01/datafusion:vortex-file-compressed	490777967	514769623	0.95
fineweb_q02/datafusion:vortex-file-compressed 🚨	568207134	427676185	1.33
fineweb_q03/datafusion:vortex-file-compressed	1434706928	1337710900	1.07
fineweb_q04/datafusion:vortex-file-compressed	1406067749	1376071347	1.02
fineweb_q05/datafusion:vortex-file-compressed	1376238430	1337656537	1.03
fineweb_q06/datafusion:vortex-file-compressed	1494284851	1417414399	1.05
fineweb_q07/datafusion:vortex-file-compressed	1321578214	1325069503	1.00
fineweb_q08/datafusion:vortex-file-compressed	538945239	515504743	1.05

datafusion / vortex-compact (0.998x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	35924151	33256953	1.08
fineweb_q01/datafusion:vortex-compact	579562365	581664766	1.00
fineweb_q02/datafusion:vortex-compact	597315629	580527845	1.03
fineweb_q03/datafusion:vortex-compact	1830228640	1826566234	1.00
fineweb_q04/datafusion:vortex-compact	2225490583	2268034794	0.98
fineweb_q05/datafusion:vortex-compact	1691441476	1679664952	1.01
fineweb_q06/datafusion:vortex-compact	1483866602	1657742910	0.90
fineweb_q07/datafusion:vortex-compact	1368789303	1335229264	1.03
fineweb_q08/datafusion:vortex-compact	413545894	422207080	0.98

datafusion / parquet (0.952x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1112892836	1130229780	0.98
fineweb_q01/datafusion:parquet	1717038130	1784680709	0.96
fineweb_q02/datafusion:parquet	1866601323	1856745960	1.01
fineweb_q03/datafusion:parquet	1775908840	2023475941	0.88
fineweb_q04/datafusion:parquet	1744095749	1973401602	0.88
fineweb_q05/datafusion:parquet	1730212049	1927005728	0.90
fineweb_q06/datafusion:parquet	1746574445	1818699905	0.96
fineweb_q07/datafusion:parquet	1837610843	1761860605	1.04
fineweb_q08/datafusion:parquet	1779219357	1842745460	0.97

duckdb / vortex-file-compressed (0.958x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	83525629	87775867	0.95
fineweb_q01/duckdb:vortex-file-compressed	540186681	560565739	0.96
fineweb_q02/duckdb:vortex-file-compressed	454887499	561582499	0.81
fineweb_q03/duckdb:vortex-file-compressed	1520544822	1490817248	1.02
fineweb_q04/duckdb:vortex-file-compressed	1513165089	1649242637	0.92
fineweb_q05/duckdb:vortex-file-compressed	1450269340	1577990111	0.92
fineweb_q06/duckdb:vortex-file-compressed	1683087502	1651691785	1.02
fineweb_q07/duckdb:vortex-file-compressed	1481917256	1486438804	1.00
fineweb_q08/duckdb:vortex-file-compressed	629327072	603567017	1.04

duckdb / vortex-compact (0.980x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	74177957	88226052	0.84
fineweb_q01/duckdb:vortex-compact	548127579	568139853	0.96
fineweb_q02/duckdb:vortex-compact	551483926	633948763	0.87
fineweb_q03/duckdb:vortex-compact	1660433912	1623546947	1.02
fineweb_q04/duckdb:vortex-compact	1754583634	1683191631	1.04
fineweb_q05/duckdb:vortex-compact	1390077950	1550825711	0.90
fineweb_q06/duckdb:vortex-compact	1443203701	1474770621	0.98
fineweb_q07/duckdb:vortex-compact	1409272517	1309772783	1.08
fineweb_q08/duckdb:vortex-compact	551584414	468926467	1.18

duckdb / parquet (0.970x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1095892572	1104859412	0.99
fineweb_q01/duckdb:parquet	1327521424	1406931395	0.94
fineweb_q02/duckdb:parquet	1312741660	1332673437	0.99
fineweb_q03/duckdb:parquet	3485916900	3575620424	0.97
fineweb_q04/duckdb:parquet	1881722507	1927195985	0.98
fineweb_q05/duckdb:parquet	1974862145	2018646836	0.98
fineweb_q06/duckdb:parquet	4301300412	4229002244	1.02
fineweb_q07/duckdb:parquet	2586861434	2842117371	0.91
fineweb_q08/duckdb:parquet	1070940388	1121728893	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+8.0%	-1.2%	+9.3%	+193.8%	➖ noise
0	datafusion:vortex-file-compressed	-10.3%	-1.2%	-9.2%	+142.3%	➖ noise
0	duckdb:vortex-compact	-15.9%	-1.2%	-14.9%	+66.9%	➖ noise
0	duckdb:vortex-file-compressed	-4.8%	-1.2%	-3.7%	+34.1%	➖ noise
1	datafusion:vortex-compact	-0.4%	-4.7%	+4.6%	+62.6%	➖ noise
1	datafusion:vortex-file-compressed	-4.7%	-4.7%	+0.1%	+86.8%	➖ noise
1	duckdb:vortex-compact	-3.5%	-4.7%	+1.3%	+59.2%	➖ noise
1	duckdb:vortex-file-compressed	-3.6%	-4.7%	+1.1%	+30.0%	➖ noise
2	datafusion:vortex-compact	+2.9%	-0.5%	+3.4%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+32.9%	-0.5%	+33.5%	+35.1%	➖ noise
2	duckdb:vortex-compact	-13.0%	-0.5%	-12.6%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-19.0%	-0.5%	-18.6%	+30.0%	➖ noise
3	datafusion:vortex-compact	+0.2%	-7.5%	+8.3%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+7.3%	-7.5%	+15.9%	+30.0%	➖ noise
3	duckdb:vortex-compact	+2.3%	-7.5%	+10.6%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+2.0%	-7.5%	+10.3%	+30.0%	➖ noise
4	datafusion:vortex-compact	-1.9%	-7.1%	+5.6%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.2%	-7.1%	+10.0%	+30.0%	➖ noise
4	duckdb:vortex-compact	+4.2%	-7.1%	+12.2%	+44.9%	➖ noise
4	duckdb:vortex-file-compressed	-8.3%	-7.1%	-1.2%	+30.0%	➖ noise
5	datafusion:vortex-compact	+0.7%	-6.3%	+7.4%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.9%	-6.3%	+9.8%	+30.0%	➖ noise
5	duckdb:vortex-compact	-10.4%	-6.3%	-4.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-8.1%	-6.3%	-1.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-10.5%	-1.2%	-9.4%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+5.4%	-1.2%	+6.7%	+30.0%	➖ noise
6	duckdb:vortex-compact	-2.1%	-1.2%	-1.0%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.9%	-1.2%	+3.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	+2.5%	-2.6%	+5.2%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.3%	-2.6%	+2.4%	+30.0%	➖ noise
7	duckdb:vortex-compact	+7.6%	-2.6%	+10.4%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.3%	-2.6%	+2.3%	+30.0%	➖ noise
8	datafusion:vortex-compact	-2.1%	-4.0%	+2.0%	+36.1%	➖ noise
8	datafusion:vortex-file-compressed	+4.5%	-4.0%	+8.9%	+30.0%	➖ noise
8	duckdb:vortex-compact	+17.6%	-4.0%	+22.5%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+4.3%	-4.0%	+8.6%	+30.0%	➖ noise

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 0.864x ✅
Parquet (geomean): 1.026x ➖

---

unknown / unknown (0.956x ➖, 6↑ 4↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2552395	2547458	1.00
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1260556	1265575	1.00
random-access/feature-vectors/correlated/parquet-tokio-local-disk	11420757240	11937733900	0.96
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11081120420	11458106320	0.97
random-access/feature-vectors/correlated/vortex-tokio-local-disk	9315425	9716651	0.96
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	7575394	7896579	0.96
random-access/feature-vectors/uniform/lance-tokio-local-disk	1527964	1545348	0.99
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2399768	2428912	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk	11110159340	11342102946	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	11095749664	11305278955	0.98
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13889376	15179488	0.92
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	14030075	15131176	0.93
random-access/lance-tokio-local-disk	739066	754740	0.98
random-access/lance-tokio-local-disk-footer	1336955	1374331	0.97
random-access/nested-lists/correlated/lance-tokio-local-disk	273471	273049	1.00
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	706403	694805	1.02
random-access/nested-lists/correlated/parquet-tokio-local-disk	138900297	140846005	0.99
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	140013480	139156495	1.01
random-access/nested-lists/correlated/vortex-tokio-local-disk	720151	744765	0.97
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	730770	750493	0.97
random-access/nested-lists/uniform/lance-tokio-local-disk	1241589	1255284	0.99
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1725135	1723424	1.00
random-access/nested-lists/uniform/parquet-tokio-local-disk	139425577	135408433	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	138360900	135409370	1.02
random-access/nested-lists/uniform/vortex-tokio-local-disk	2411494	2536493	0.95
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2608584	2739082	0.95
random-access/nested-structs/correlated/lance-tokio-local-disk	442326	441751	1.00
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	652172	653193	1.00
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	30124980	25034193	1.20
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	29996777	25114235	1.19
random-access/nested-structs/correlated/vortex-tokio-local-disk	951630	953075	1.00
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	935569	934059	1.00
random-access/nested-structs/uniform/lance-tokio-local-disk	3027090	3197247	0.95
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3267024	3452275	0.95
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚨	29944770	25149833	1.19
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚨	29992097	25117057	1.19
random-access/nested-structs/uniform/vortex-tokio-local-disk	1859677	1935931	0.96
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1877241	1926373	0.97
random-access/parquet-tokio-local-disk	180031109	189142307	0.95
random-access/parquet-tokio-local-disk-footer	181762136	186299629	0.98
random-access/taxi/correlated/lance-tokio-local-disk	968426	982382	0.99
random-access/taxi/correlated/lance-tokio-local-disk-footer	1648666	1654924	1.00
random-access/taxi/correlated/parquet-tokio-local-disk	268831788	278689235	0.96
random-access/taxi/correlated/parquet-tokio-local-disk-footer	271772030	277088145	0.98
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1771719	2914001	0.61
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1960024	2970496	0.66
random-access/taxi/uniform/lance-tokio-local-disk	9021654	9341444	0.97
random-access/taxi/uniform/lance-tokio-local-disk-footer	9699286	10036427	0.97
random-access/taxi/uniform/parquet-tokio-local-disk	285047243	293622519	0.97
random-access/taxi/uniform/parquet-tokio-local-disk-footer	286850163	291965426	0.98
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4771576	5868786	0.81
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4704598	5837003	0.81
random-access/vortex-tokio-local-disk 🚀	1317547	2020079	0.65
random-access/vortex-tokio-local-disk-footer 🚀	1330034	1963154	0.68

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.8%
Vortex (geomean): 0.887x ✅
Parquet (geomean): 0.939x ➖
Shifts: Parquet (control) -6.1% · Median polish -3.7%

---

datafusion / vortex-file-compressed (0.989x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	401191650	398752542	1.01
tpch_q02/datafusion:vortex-file-compressed	112536910	113256763	0.99
tpch_q03/datafusion:vortex-file-compressed	209110787	213056527	0.98
tpch_q04/datafusion:vortex-file-compressed	108118787	108178521	1.00
tpch_q05/datafusion:vortex-file-compressed	383716839	387684139	0.99
tpch_q06/datafusion:vortex-file-compressed	42046068	42578661	0.99
tpch_q07/datafusion:vortex-file-compressed	560392034	563289667	0.99
tpch_q08/datafusion:vortex-file-compressed	377308728	378846474	1.00
tpch_q09/datafusion:vortex-file-compressed	658878609	667878540	0.99
tpch_q10/datafusion:vortex-file-compressed	248293081	246607200	1.01
tpch_q11/datafusion:vortex-file-compressed	84634879	85693582	0.99
tpch_q12/datafusion:vortex-file-compressed	115754821	119115340	0.97
tpch_q13/datafusion:vortex-file-compressed	220635400	221552142	1.00
tpch_q14/datafusion:vortex-file-compressed	57060267	58076240	0.98
tpch_q15/datafusion:vortex-file-compressed	105767901	109782342	0.96
tpch_q16/datafusion:vortex-file-compressed	77386084	76384352	1.01
tpch_q17/datafusion:vortex-file-compressed	644651621	649835376	0.99
tpch_q18/datafusion:vortex-file-compressed	873793179	877533524	1.00
tpch_q19/datafusion:vortex-file-compressed	93373270	93024221	1.00
tpch_q20/datafusion:vortex-file-compressed	169086335	170454541	0.99
tpch_q21/datafusion:vortex-file-compressed	679910755	711187417	0.96
tpch_q22/datafusion:vortex-file-compressed	59494492	61034021	0.97

datafusion / vortex-compact (0.954x ➖, 3↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	436427515	442756458	0.99
tpch_q02/datafusion:vortex-compact	117456996	122510585	0.96
tpch_q03/datafusion:vortex-compact	214158849	217673117	0.98
tpch_q04/datafusion:vortex-compact	117684577	118428283	0.99
tpch_q05/datafusion:vortex-compact	388551412	397244238	0.98
tpch_q06/datafusion:vortex-compact	62677461	63094535	0.99
tpch_q07/datafusion:vortex-compact	580175330	592063353	0.98
tpch_q08/datafusion:vortex-compact	380940946	394995476	0.96
tpch_q09/datafusion:vortex-compact	670802407	688324810	0.97
tpch_q10/datafusion:vortex-compact	271967123	279437357	0.97
tpch_q11/datafusion:vortex-compact	88734217	92428613	0.96
tpch_q12/datafusion:vortex-compact	164644544	167728047	0.98
tpch_q13/datafusion:vortex-compact	272144048	275798730	0.99
tpch_q14/datafusion:vortex-compact	73473717	74579845	0.99
tpch_q15/datafusion:vortex-compact	163605387	164374917	1.00
tpch_q16/datafusion:vortex-compact	82276030	82243442	1.00
tpch_q17/datafusion:vortex-compact	643435801	648098058	0.99
tpch_q18/datafusion:vortex-compact	871030973	883325680	0.99
tpch_q19/datafusion:vortex-compact	135760740	144588926	0.94
tpch_q20/datafusion:vortex-compact 🚀	196167550	240922615	0.81
tpch_q21/datafusion:vortex-compact 🚀	697460179	887000720	0.79
tpch_q22/datafusion:vortex-compact 🚀	70928644	87120957	0.81

datafusion / parquet (1.003x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	440671280	410941994	1.07
tpch_q02/datafusion:parquet	183557384	183338341	1.00
tpch_q03/datafusion:parquet	295171686	295095082	1.00
tpch_q04/datafusion:parquet	135782621	136441275	1.00
tpch_q05/datafusion:parquet	450782466	452031080	1.00
tpch_q06/datafusion:parquet	124781458	117063800	1.07
tpch_q07/datafusion:parquet	623697190	626984134	0.99
tpch_q08/datafusion:parquet	493438141	494557788	1.00
tpch_q09/datafusion:parquet	774489757	774728606	1.00
tpch_q10/datafusion:parquet	501692537	510073297	0.98
tpch_q11/datafusion:parquet	128968467	129876795	0.99
tpch_q12/datafusion:parquet	213652350	203279382	1.05
tpch_q13/datafusion:parquet	340282779	337108870	1.01
tpch_q14/datafusion:parquet	159246347	158708420	1.00
tpch_q15/datafusion:parquet	244028259	245640674	0.99
tpch_q16/datafusion:parquet	134705146	137895131	0.98
tpch_q17/datafusion:parquet	686748261	694128129	0.99
tpch_q18/datafusion:parquet	872000886	880764658	0.99
tpch_q19/datafusion:parquet	266398532	273167675	0.98
tpch_q20/datafusion:parquet	303899813	306785715	0.99
tpch_q21/datafusion:parquet	736554020	735465674	1.00
tpch_q22/datafusion:parquet	212946438	214620372	0.99

datafusion / arrow (0.991x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	585973731	583936202	1.00
tpch_q02/datafusion:arrow	164094253	162449902	1.01
tpch_q03/datafusion:arrow	439276950	448733706	0.98
tpch_q04/datafusion:arrow	329526142	336698312	0.98
tpch_q05/datafusion:arrow	878350578	882188427	1.00
tpch_q06/datafusion:arrow	257411422	260835536	0.99
tpch_q07/datafusion:arrow	1080683124	1089847221	0.99
tpch_q08/datafusion:arrow	1075331988	1086406493	0.99
tpch_q09/datafusion:arrow	1279095971	1292381768	0.99
tpch_q10/datafusion:arrow	569051368	571895004	1.00
tpch_q11/datafusion:arrow	144204315	145514467	0.99
tpch_q12/datafusion:arrow	639369098	647852730	0.99
tpch_q13/datafusion:arrow	508056599	514540716	0.99
tpch_q14/datafusion:arrow	288688064	288861927	1.00
tpch_q15/datafusion:arrow	615745873	617940742	1.00
tpch_q16/datafusion:arrow	103841791	105682971	0.98
tpch_q17/datafusion:arrow	1270979459	1282642975	0.99
tpch_q18/datafusion:arrow	1752691721	1790029924	0.98
tpch_q19/datafusion:arrow	475110054	485647195	0.98
tpch_q20/datafusion:arrow	464001355	466781670	0.99
tpch_q21/datafusion:arrow	2754837974	2766295639	1.00
tpch_q22/datafusion:arrow	139203658	138946193	1.00

duckdb / vortex-file-compressed (0.790x ✅, 22↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚀	174619073	216187314	0.81
tpch_q02/duckdb:vortex-file-compressed 🚀	53458841	69766178	0.77
tpch_q03/duckdb:vortex-file-compressed 🚀	134116830	176147293	0.76
tpch_q04/duckdb:vortex-file-compressed 🚀	159782468	217250860	0.74
tpch_q05/duckdb:vortex-file-compressed 🚀	130624524	178939972	0.73
tpch_q06/duckdb:vortex-file-compressed 🚀	49333947	59406451	0.83
tpch_q07/duckdb:vortex-file-compressed 🚀	153672103	202794156	0.76
tpch_q08/duckdb:vortex-file-compressed 🚀	178342988	250668313	0.71
tpch_q09/duckdb:vortex-file-compressed 🚀	335754359	422164020	0.80
tpch_q10/duckdb:vortex-file-compressed 🚀	160394380	205000918	0.78
tpch_q11/duckdb:vortex-file-compressed 🚀	35300131	44036366	0.80
tpch_q12/duckdb:vortex-file-compressed 🚀	99524819	125235102	0.79
tpch_q13/duckdb:vortex-file-compressed 🚀	242170000	301554639	0.80
tpch_q14/duckdb:vortex-file-compressed 🚀	70464284	89013309	0.79
tpch_q15/duckdb:vortex-file-compressed 🚀	96110192	122851347	0.78
tpch_q16/duckdb:vortex-file-compressed 🚀	80133853	97217513	0.82
tpch_q17/duckdb:vortex-file-compressed 🚀	100229203	126453502	0.79
tpch_q18/duckdb:vortex-file-compressed 🚀	301232887	369391923	0.82
tpch_q19/duckdb:vortex-file-compressed 🚀	90597912	105344786	0.86
tpch_q20/duckdb:vortex-file-compressed 🚀	165778492	203394752	0.82
tpch_q21/duckdb:vortex-file-compressed 🚀	591488547	741244979	0.80
tpch_q22/duckdb:vortex-file-compressed 🚀	77028266	90734668	0.85

duckdb / vortex-compact (0.832x ✅, 22↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact 🚀	227860606	273200128	0.83
tpch_q02/duckdb:vortex-compact 🚀	57386536	70197129	0.82
tpch_q03/duckdb:vortex-compact 🚀	139368340	175100955	0.80
tpch_q04/duckdb:vortex-compact 🚀	175846498	214485617	0.82
tpch_q05/duckdb:vortex-compact 🚀	145635774	181478430	0.80
tpch_q06/duckdb:vortex-compact 🚀	83738130	101231579	0.83
tpch_q07/duckdb:vortex-compact 🚀	204620732	250453776	0.82
tpch_q08/duckdb:vortex-compact 🚀	189058118	239843981	0.79
tpch_q09/duckdb:vortex-compact 🚀	362904975	434119592	0.84
tpch_q10/duckdb:vortex-compact 🚀	184506609	222946704	0.83
tpch_q11/duckdb:vortex-compact 🚀	41393997	49434902	0.84
tpch_q12/duckdb:vortex-compact 🚀	201522569	240743768	0.84
tpch_q13/duckdb:vortex-compact 🚀	294906620	352738789	0.84
tpch_q14/duckdb:vortex-compact 🚀	101409766	125255473	0.81
tpch_q15/duckdb:vortex-compact 🚀	117183497	142473283	0.82
tpch_q16/duckdb:vortex-compact 🚀	86592000	97931825	0.88
tpch_q17/duckdb:vortex-compact 🚀	118281375	143345795	0.83
tpch_q18/duckdb:vortex-compact 🚀	296648600	345007452	0.86
tpch_q19/duckdb:vortex-compact 🚀	115556608	130268922	0.89
tpch_q20/duckdb:vortex-compact 🚀	206271863	250340057	0.82
tpch_q21/duckdb:vortex-compact 🚀	616773595	741455311	0.83
tpch_q22/duckdb:vortex-compact 🚀	89598073	100823488	0.89

duckdb / parquet (0.879x ✅, 18↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	255769025	289497611	0.88
tpch_q02/duckdb:parquet 🚀	98579050	109969767	0.90
tpch_q03/duckdb:parquet 🚀	203837536	231138035	0.88
tpch_q04/duckdb:parquet 🚀	129511819	146984187	0.88
tpch_q05/duckdb:parquet 🚀	212923584	242006062	0.88
tpch_q06/duckdb:parquet	66157588	72517411	0.91
tpch_q07/duckdb:parquet 🚀	177801063	206690817	0.86
tpch_q08/duckdb:parquet 🚀	251511074	300978821	0.84
tpch_q09/duckdb:parquet 🚀	502324698	579416489	0.87
tpch_q10/duckdb:parquet	609666535	668913967	0.91
tpch_q11/duckdb:parquet 🚀	56620558	67153345	0.84
tpch_q12/duckdb:parquet 🚀	124017718	139841710	0.89
tpch_q13/duckdb:parquet 🚀	443045800	507037484	0.87
tpch_q14/duckdb:parquet 🚀	171762162	195005635	0.88
tpch_q15/duckdb:parquet 🚀	95465691	110652138	0.86
tpch_q16/duckdb:parquet 🚀	159948673	180360397	0.89
tpch_q17/duckdb:parquet 🚀	175600912	195894849	0.90
tpch_q18/duckdb:parquet 🚀	352313409	405398026	0.87
tpch_q19/duckdb:parquet 🚀	286219296	321498221	0.89
tpch_q20/duckdb:parquet	230482917	253437569	0.91
tpch_q21/duckdb:parquet 🚀	551159314	679822664	0.81
tpch_q22/duckdb:parquet	290624155	316519673	0.92

duckdb / duckdb (0.941x ➖, 8↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117190830	123360154	0.95
tpch_q02/duckdb:duckdb	49183149	49155672	1.00
tpch_q03/duckdb:duckdb 🚀	96974088	108178648	0.90
tpch_q04/duckdb:duckdb 🚀	130995921	150689051	0.87
tpch_q05/duckdb:duckdb 🚀	109474391	128369130	0.85
tpch_q06/duckdb:duckdb 🚀	37413147	42860350	0.87
tpch_q07/duckdb:duckdb	86823964	90279143	0.96
tpch_q08/duckdb:duckdb	109905206	118077332	0.93
tpch_q09/duckdb:duckdb 🚀	277236102	309244738	0.90
tpch_q10/duckdb:duckdb 🚀	201608421	231341373	0.87
tpch_q11/duckdb:duckdb 🚀	15192893	17171086	0.88
tpch_q12/duckdb:duckdb 🚀	85235085	95705326	0.89
tpch_q13/duckdb:duckdb	220166971	237550435	0.93
tpch_q14/duckdb:duckdb	70557774	70735238	1.00
tpch_q15/duckdb:duckdb	77830673	79127734	0.98
tpch_q16/duckdb:duckdb	73248355	73743165	0.99
tpch_q17/duckdb:duckdb	84675510	85439160	0.99
tpch_q18/duckdb:duckdb	211662505	211494062	1.00
tpch_q19/duckdb:duckdb	116223682	117045356	0.99
tpch_q20/duckdb:duckdb	111802426	112592712	0.99
tpch_q21/duckdb:duckdb	294371690	287515524	1.02
tpch_q22/duckdb:duckdb	67266048	70607541	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+0.3%	-2.7%	+3.1%	+10.0%	➖ noise
1	datafusion:vortex-compact	-1.4%	-2.7%	+1.3%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+0.6%	-2.7%	+3.4%	+10.0%	➖ noise
1	duckdb:duckdb	-5.0%	-2.7%	-2.4%	+10.0%	➖ noise
1	duckdb:vortex-compact	-16.6%	-2.7%	-14.3%	+10.0%	✅ faster
1	duckdb:vortex-file-compressed	-19.2%	-2.7%	-17.0%	+10.0%	✅ faster
2	datafusion:arrow	+1.0%	-5.3%	+6.6%	+10.0%	➖ noise
2	datafusion:vortex-compact	-4.1%	-5.3%	+1.2%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.6%	-5.3%	+4.9%	+10.0%	➖ noise
2	duckdb:duckdb	+0.1%	-5.3%	+5.6%	+10.0%	➖ noise
2	duckdb:vortex-compact	-18.2%	-5.3%	-13.7%	+10.0%	✅ faster
2	duckdb:vortex-file-compressed	-23.4%	-5.3%	-19.1%	+10.0%	✅ faster
3	datafusion:arrow	-2.1%	-6.1%	+4.2%	+10.0%	➖ noise
3	datafusion:vortex-compact	-1.6%	-6.1%	+4.8%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.9%	-6.1%	+4.5%	+10.0%	➖ noise
3	duckdb:duckdb	-10.4%	-6.1%	-4.6%	+10.0%	➖ noise
3	duckdb:vortex-compact	-20.4%	-6.1%	-15.3%	+10.0%	✅ faster
3	duckdb:vortex-file-compressed	-23.9%	-6.1%	-18.9%	+10.0%	✅ faster
4	datafusion:arrow	-2.1%	-6.4%	+4.5%	+10.0%	➖ noise
4	datafusion:vortex-compact	-0.6%	-6.4%	+6.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.1%	-6.4%	+6.7%	+10.0%	➖ noise
4	duckdb:duckdb	-13.1%	-6.4%	-7.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-18.0%	-6.4%	-12.4%	+10.0%	✅ faster
4	duckdb:vortex-file-compressed	-26.5%	-6.4%	-21.5%	+10.0%	✅ faster
5	datafusion:arrow	-0.4%	-6.3%	+6.3%	+10.0%	➖ noise
5	datafusion:vortex-compact	-2.2%	-6.3%	+4.4%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.0%	-6.3%	+5.7%	+10.0%	➖ noise
5	duckdb:duckdb	-14.7%	-6.3%	-9.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	-19.8%	-6.3%	-14.3%	+10.0%	✅ faster
5	duckdb:vortex-file-compressed	-27.0%	-6.3%	-22.1%	+10.0%	✅ faster
6	datafusion:arrow	-1.3%	-1.4%	+0.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.7%	-1.4%	+0.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.3%	-1.4%	+0.1%	+10.0%	➖ noise
6	duckdb:duckdb	-12.7%	-1.4%	-11.5%	+12.9%	✅ faster
6	duckdb:vortex-compact	-17.3%	-1.4%	-16.1%	+10.0%	✅ faster
6	duckdb:vortex-file-compressed	-17.0%	-1.4%	-15.8%	+10.0%	✅ faster
7	datafusion:arrow	-0.8%	-7.5%	+7.2%	+10.0%	➖ noise
7	datafusion:vortex-compact	-2.0%	-7.5%	+5.9%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.5%	-7.5%	+7.5%	+10.0%	➖ noise
7	duckdb:duckdb	-3.8%	-7.5%	+4.0%	+10.0%	➖ noise
7	duckdb:vortex-compact	-18.3%	-7.5%	-11.7%	+10.0%	✅ faster
7	duckdb:vortex-file-compressed	-24.2%	-7.5%	-18.1%	+10.0%	✅ faster
8	datafusion:arrow	-1.0%	-8.7%	+8.4%	+10.0%	➖ noise
8	datafusion:vortex-compact	-3.6%	-8.7%	+5.6%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.4%	-8.7%	+9.1%	+10.0%	➖ noise
8	duckdb:duckdb	-6.9%	-8.7%	+1.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	-21.2%	-8.7%	-13.7%	+10.0%	✅ faster
8	duckdb:vortex-file-compressed	-28.9%	-8.7%	-22.1%	+10.0%	✅ faster
9	datafusion:arrow	-1.0%	-6.9%	+6.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	-2.5%	-6.9%	+4.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.3%	-6.9%	+6.0%	+10.0%	➖ noise
9	duckdb:duckdb	-10.4%	-6.9%	-3.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	-16.4%	-6.9%	-10.2%	+10.0%	✅ faster
9	duckdb:vortex-file-compressed	-20.5%	-6.9%	-14.6%	+10.0%	✅ faster
10	datafusion:arrow	-0.5%	-5.3%	+5.1%	+10.0%	➖ noise
10	datafusion:vortex-compact	-2.7%	-5.3%	+2.8%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+0.7%	-5.3%	+6.3%	+10.0%	➖ noise
10	duckdb:duckdb	-12.9%	-5.3%	-8.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	-17.2%	-5.3%	-12.6%	+10.0%	✅ faster
10	duckdb:vortex-file-compressed	-21.8%	-5.3%	-17.4%	+10.0%	✅ faster
11	datafusion:arrow	-0.9%	-8.5%	+8.3%	+10.0%	➖ noise
11	datafusion:vortex-compact	-4.0%	-8.5%	+4.9%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.2%	-8.5%	+7.9%	+10.0%	➖ noise
11	duckdb:duckdb	-11.5%	-8.5%	-3.3%	+13.1%	➖ noise
11	duckdb:vortex-compact	-16.3%	-8.5%	-8.5%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-19.8%	-8.5%	-12.4%	+10.0%	✅ faster
12	datafusion:arrow	-1.3%	-3.5%	+2.2%	+27.7%	➖ noise
12	datafusion:vortex-compact	-1.8%	-3.5%	+1.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-2.8%	-3.5%	+0.7%	+10.0%	➖ noise
12	duckdb:duckdb	-10.9%	-3.5%	-7.8%	+10.0%	➖ noise
12	duckdb:vortex-compact	-16.3%	-3.5%	-13.3%	+10.0%	✅ faster
12	duckdb:vortex-file-compressed	-20.5%	-3.5%	-17.7%	+10.0%	✅ faster
13	datafusion:arrow	-1.3%	-6.1%	+5.1%	+10.0%	➖ noise
13	datafusion:vortex-compact	-1.3%	-6.1%	+5.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-0.4%	-6.1%	+6.0%	+10.0%	➖ noise
13	duckdb:duckdb	-7.3%	-6.1%	-1.3%	+10.0%	➖ noise
13	duckdb:vortex-compact	-16.4%	-6.1%	-11.0%	+10.0%	✅ faster
13	duckdb:vortex-file-compressed	-19.7%	-6.1%	-14.5%	+10.0%	✅ faster
14	datafusion:arrow	-0.1%	-6.0%	+6.3%	+10.0%	➖ noise
14	datafusion:vortex-compact	-1.5%	-6.0%	+4.8%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.7%	-6.0%	+4.5%	+10.0%	➖ noise
14	duckdb:duckdb	-0.3%	-6.0%	+6.1%	+10.0%	➖ noise
14	duckdb:vortex-compact	-19.0%	-6.0%	-13.9%	+10.0%	✅ faster
14	duckdb:vortex-file-compressed	-20.8%	-6.0%	-15.8%	+10.0%	✅ faster
15	datafusion:arrow	-0.4%	-7.4%	+7.6%	+10.0%	➖ noise
15	datafusion:vortex-compact	-0.5%	-7.4%	+7.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-3.7%	-7.4%	+4.1%	+10.0%	➖ noise
15	duckdb:duckdb	-1.6%	-7.4%	+6.2%	+10.0%	➖ noise
15	duckdb:vortex-compact	-17.8%	-7.4%	-11.2%	+10.0%	✅ faster
15	duckdb:vortex-file-compressed	-21.8%	-7.4%	-15.5%	+10.0%	✅ faster
16	datafusion:arrow	-1.7%	-6.9%	+5.6%	+10.0%	➖ noise
16	datafusion:vortex-compact	+0.0%	-6.9%	+7.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+1.3%	-6.9%	+8.8%	+10.0%	➖ noise
16	duckdb:duckdb	-0.7%	-6.9%	+6.7%	+10.0%	➖ noise
16	duckdb:vortex-compact	-11.6%	-6.9%	-5.0%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-17.6%	-6.9%	-11.4%	+10.0%	✅ faster
17	datafusion:arrow	-0.9%	-5.8%	+5.2%	+10.0%	➖ noise
17	datafusion:vortex-compact	-0.7%	-5.8%	+5.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-0.8%	-5.8%	+5.3%	+10.0%	➖ noise
17	duckdb:duckdb	-0.9%	-5.8%	+5.2%	+10.0%	➖ noise
17	duckdb:vortex-compact	-17.5%	-5.8%	-12.4%	+10.0%	✅ faster
17	duckdb:vortex-file-compressed	-20.7%	-5.8%	-15.8%	+10.0%	✅ faster
18	datafusion:arrow	-2.1%	-7.2%	+5.6%	+10.0%	➖ noise
18	datafusion:vortex-compact	-1.4%	-7.2%	+6.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.4%	-7.2%	+7.3%	+10.0%	➖ noise
18	duckdb:duckdb	+0.1%	-7.2%	+7.9%	+10.0%	➖ noise
18	duckdb:vortex-compact	-14.0%	-7.2%	-7.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-18.5%	-7.2%	-12.1%	+10.0%	✅ faster
19	datafusion:arrow	-2.2%	-6.8%	+5.0%	+10.0%	➖ noise
19	datafusion:vortex-compact	-6.1%	-6.8%	+0.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+0.4%	-6.8%	+7.7%	+10.0%	➖ noise
19	duckdb:duckdb	-0.7%	-6.8%	+6.6%	+10.0%	➖ noise
19	duckdb:vortex-compact	-11.3%	-6.8%	-4.8%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-14.0%	-6.8%	-7.7%	+10.0%	➖ noise
20	datafusion:arrow	-0.6%	-5.1%	+4.7%	+10.0%	➖ noise
20	datafusion:vortex-compact	-18.6%	-5.1%	-14.2%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	-0.8%	-5.1%	+4.5%	+10.0%	➖ noise
20	duckdb:duckdb	-0.7%	-5.1%	+4.6%	+10.0%	➖ noise
20	duckdb:vortex-compact	-17.6%	-5.1%	-13.2%	+10.0%	✅ faster
20	duckdb:vortex-file-compressed	-18.5%	-5.1%	-14.1%	+10.0%	✅ faster
21	datafusion:arrow	-0.4%	-9.9%	+10.5%	+10.0%	🚨 regression
21	datafusion:vortex-compact	-21.4%	-9.9%	-12.7%	+10.0%	✅ faster
21	datafusion:vortex-file-compressed	-4.4%	-9.9%	+6.1%	+10.0%	➖ noise
21	duckdb:duckdb	+2.4%	-9.9%	+13.6%	+10.0%	🚨 regression
21	duckdb:vortex-compact	-16.8%	-9.9%	-7.7%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-20.2%	-9.9%	-11.4%	+10.0%	✅ faster
22	datafusion:arrow	+0.2%	-4.6%	+5.0%	+10.0%	➖ noise
22	datafusion:vortex-compact	-18.6%	-4.6%	-14.7%	+10.0%	✅ faster
22	datafusion:vortex-file-compressed	-2.5%	-4.6%	+2.1%	+10.0%	➖ noise
22	duckdb:duckdb	-4.7%	-4.6%	-0.2%	+10.0%	➖ noise
22	duckdb:vortex-compact	-11.1%	-4.6%	-6.9%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-15.1%	-4.6%	-11.1%	+10.0%	✅ faster

[github-actions]

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.2%
Vortex (geomean): 0.969x ➖
Parquet (geomean): 0.967x ➖
Shifts: Parquet (control) -3.3% · Median polish -2.1%

---

duckdb / vortex-file-compressed (0.962x ➖, 1↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	10745704	11242158	0.96
statpopgen_q01/duckdb:vortex-file-compressed 🚀	45440426	57110973	0.80
statpopgen_q02/duckdb:vortex-file-compressed	1315004915	1322959392	0.99
statpopgen_q03/duckdb:vortex-file-compressed	3066937170	3134881305	0.98
statpopgen_q04/duckdb:vortex-file-compressed	3103184824	3200076126	0.97
statpopgen_q05/duckdb:vortex-file-compressed	1397794260	1408403351	0.99
statpopgen_q06/duckdb:vortex-file-compressed	2068864173	2100702012	0.98
statpopgen_q07/duckdb:vortex-file-compressed	341670547	344962071	0.99
statpopgen_q08/duckdb:vortex-file-compressed	358414851	365843100	0.98
statpopgen_q09/duckdb:vortex-file-compressed	2875867977	2930261630	0.98
statpopgen_q10/duckdb:vortex-file-compressed	4565219839	4664183429	0.98

duckdb / vortex-compact (0.976x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10569292	11325175	0.93
statpopgen_q01/duckdb:vortex-compact	167591517	168593055	0.99
statpopgen_q02/duckdb:vortex-compact	1818668318	1828142158	0.99
statpopgen_q03/duckdb:vortex-compact	3431149202	3542407284	0.97
statpopgen_q04/duckdb:vortex-compact	3515877442	3569405377	0.99
statpopgen_q05/duckdb:vortex-compact	1803395600	1846376227	0.98
statpopgen_q06/duckdb:vortex-compact	2653531348	2705134368	0.98
statpopgen_q07/duckdb:vortex-compact	930858856	949001926	0.98
statpopgen_q08/duckdb:vortex-compact	966252304	989788781	0.98
statpopgen_q09/duckdb:vortex-compact	3291474604	3397313186	0.97
statpopgen_q10/duckdb:vortex-compact	5374139469	5486938848	0.98

duckdb / parquet (0.967x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	317561066	333385571	0.95
statpopgen_q01/duckdb:parquet	404967015	419339148	0.97
statpopgen_q02/duckdb:parquet	992480731	1040496239	0.95
statpopgen_q03/duckdb:parquet	1515168176	1515077141	1.00
statpopgen_q04/duckdb:parquet	1507613550	1540229205	0.98
statpopgen_q05/duckdb:parquet	995056187	1021678561	0.97
statpopgen_q06/duckdb:parquet	1492118770	1535550500	0.97
statpopgen_q07/duckdb:parquet	1277340557	1363128364	0.94
statpopgen_q08/duckdb:parquet	1284366923	1366680350	0.94
statpopgen_q09/duckdb:parquet	1365072004	1382879655	0.99
statpopgen_q10/duckdb:parquet	2641943383	2699969622	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-6.7%	-4.7%	-2.0%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-4.4%	-4.7%	+0.3%	+10.0%	➖ noise
1	duckdb:vortex-compact	-0.6%	-3.4%	+2.9%	+27.5%	➖ noise
1	duckdb:vortex-file-compressed	-20.4%	-3.4%	-17.6%	+253.4%	➖ noise
2	duckdb:vortex-compact	-0.5%	-4.6%	+4.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.6%	-4.6%	+4.2%	+10.0%	➖ noise
3	duckdb:vortex-compact	-3.1%	+0.0%	-3.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.2%	+0.0%	-2.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.5%	-2.1%	+0.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-3.0%	-2.1%	-0.9%	+10.0%	➖ noise
5	duckdb:vortex-compact	-2.3%	-2.6%	+0.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.8%	-2.6%	+1.9%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.9%	-2.8%	+0.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.5%	-2.8%	+1.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	-1.9%	-6.3%	+4.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.0%	-6.3%	+5.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	-2.4%	-6.0%	+3.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.0%	-6.0%	+4.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	-3.1%	-1.3%	-1.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.9%	-1.3%	-0.6%	+10.0%	➖ noise
10	duckdb:vortex-compact	-2.1%	-2.1%	+0.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.1%	-2.1%	+0.0%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

No file size changes detected.

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.9%
Vortex (geomean): 0.897x ✅
Parquet (geomean): 0.936x ➖
Shifts: Parquet (control) -6.4% · Median polish -5.2%

---

datafusion / vortex-file-compressed (0.891x ✅, 19↑ 2↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1867799	1881822	0.99
clickbench_q01/datafusion:vortex-file-compressed 🚨	15798686	14106763	1.12
clickbench_q02/datafusion:vortex-file-compressed	34785519	37365593	0.93
clickbench_q03/datafusion:vortex-file-compressed 🚀	38323981	43778957	0.88
clickbench_q04/datafusion:vortex-file-compressed	304229895	309015135	0.98
clickbench_q05/datafusion:vortex-file-compressed	320691748	346878124	0.92
clickbench_q06/datafusion:vortex-file-compressed 🚀	1887526	3751923	0.50
clickbench_q07/datafusion:vortex-file-compressed 🚀	20048591	28182027	0.71
clickbench_q08/datafusion:vortex-file-compressed 🚀	387813607	473632942	0.82
clickbench_q09/datafusion:vortex-file-compressed 🚀	563666022	723140693	0.78
clickbench_q10/datafusion:vortex-file-compressed	75484258	74123246	1.02
clickbench_q11/datafusion:vortex-file-compressed	84655318	85651197	0.99
clickbench_q12/datafusion:vortex-file-compressed	270850557	288199066	0.94
clickbench_q13/datafusion:vortex-file-compressed	422572417	457372509	0.92
clickbench_q14/datafusion:vortex-file-compressed	264161342	281521551	0.94
clickbench_q15/datafusion:vortex-file-compressed	359638204	366106448	0.98
clickbench_q16/datafusion:vortex-file-compressed	699957711	744990673	0.94
clickbench_q17/datafusion:vortex-file-compressed 🚀	686959684	822492958	0.84
clickbench_q18/datafusion:vortex-file-compressed	1394877089	1494356091	0.93
clickbench_q19/datafusion:vortex-file-compressed 🚨	29443830	25936746	1.14
clickbench_q20/datafusion:vortex-file-compressed	359376493	394036288	0.91
clickbench_q21/datafusion:vortex-file-compressed	408383559	424965984	0.96
clickbench_q22/datafusion:vortex-file-compressed 🚀	497413287	646447537	0.77
clickbench_q23/datafusion:vortex-file-compressed 🚀	792108208	1014401310	0.78
clickbench_q24/datafusion:vortex-file-compressed 🚀	47306146	52710209	0.90
clickbench_q25/datafusion:vortex-file-compressed	76676524	76967957	1.00
clickbench_q26/datafusion:vortex-file-compressed 🚀	47177867	53632528	0.88
clickbench_q27/datafusion:vortex-file-compressed	791933205	822450176	0.96
clickbench_q28/datafusion:vortex-file-compressed	6757571851	7014940008	0.96
clickbench_q29/datafusion:vortex-file-compressed	242246819	259011179	0.94
clickbench_q30/datafusion:vortex-file-compressed 🚀	245533603	294057233	0.83
clickbench_q31/datafusion:vortex-file-compressed	276269368	303624718	0.91
clickbench_q32/datafusion:vortex-file-compressed	1406331332	1476616957	0.95
clickbench_q33/datafusion:vortex-file-compressed 🚀	1394412771	1571113891	0.89
clickbench_q34/datafusion:vortex-file-compressed	1403337897	1539908876	0.91
clickbench_q35/datafusion:vortex-file-compressed	516139822	566306437	0.91
clickbench_q36/datafusion:vortex-file-compressed 🚀	81653924	93320026	0.87
clickbench_q37/datafusion:vortex-file-compressed 🚀	39807613	47842480	0.83
clickbench_q38/datafusion:vortex-file-compressed 🚀	23166029	25770557	0.90
clickbench_q39/datafusion:vortex-file-compressed 🚀	143674059	165833629	0.87
clickbench_q40/datafusion:vortex-file-compressed 🚀	17986439	21540181	0.84
clickbench_q41/datafusion:vortex-file-compressed 🚀	16685611	21400672	0.78
clickbench_q42/datafusion:vortex-file-compressed 🚀	18696929	24218079	0.77

datafusion / parquet (0.950x ➖, 6↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	2163054	2145264	1.01
clickbench_q01/datafusion:parquet	21218047	20508890	1.03
clickbench_q02/datafusion:parquet	55061315	55211138	1.00
clickbench_q03/datafusion:parquet	46080225	47114130	0.98
clickbench_q04/datafusion:parquet	322107594	332387001	0.97
clickbench_q05/datafusion:parquet	367826823	378525838	0.97
clickbench_q06/datafusion:parquet	1716054	1809190	0.95
clickbench_q07/datafusion:parquet	25407235	25524648	1.00
clickbench_q08/datafusion:parquet	413676266	440719919	0.94
clickbench_q09/datafusion:parquet	644556354	691653885	0.93
clickbench_q10/datafusion:parquet	110419855	114815827	0.96
clickbench_q11/datafusion:parquet	134295713	139805084	0.96
clickbench_q12/datafusion:parquet	360597998	362962616	0.99
clickbench_q13/datafusion:parquet	506813568	558999080	0.91
clickbench_q14/datafusion:parquet	365708476	368552982	0.99
clickbench_q15/datafusion:parquet	374727642	391864439	0.96
clickbench_q16/datafusion:parquet	694145017	732864450	0.95
clickbench_q17/datafusion:parquet	688320473	735232585	0.94
clickbench_q18/datafusion:parquet	1439733133	1552055280	0.93
clickbench_q19/datafusion:parquet 🚀	35065423	39586844	0.89
clickbench_q20/datafusion:parquet	643263963	653713608	0.98
clickbench_q21/datafusion:parquet	670014825	712034285	0.94
clickbench_q22/datafusion:parquet	967721032	1002272513	0.97
clickbench_q23/datafusion:parquet	3662260541	3994087840	0.92
clickbench_q24/datafusion:parquet 🚀	86929552	97862689	0.89
clickbench_q25/datafusion:parquet 🚀	138513814	165886333	0.83
clickbench_q26/datafusion:parquet	87431848	95802162	0.91
clickbench_q27/datafusion:parquet 🚀	1055187038	1225985230	0.86
clickbench_q28/datafusion:parquet	6691920187	6884758016	0.97
clickbench_q29/datafusion:parquet	240765377	243184032	0.99
clickbench_q30/datafusion:parquet	374108069	396728937	0.94
clickbench_q31/datafusion:parquet	401727132	397740342	1.01
clickbench_q32/datafusion:parquet	1281988045	1388945261	0.92
clickbench_q33/datafusion:parquet 🚀	1577849768	1792049991	0.88
clickbench_q34/datafusion:parquet 🚀	1531713122	1753391256	0.87
clickbench_q35/datafusion:parquet	527681151	548486145	0.96
clickbench_q36/datafusion:parquet	149238812	148554830	1.00
clickbench_q37/datafusion:parquet	61925931	62348177	0.99
clickbench_q38/datafusion:parquet	88791309	91020405	0.98
clickbench_q39/datafusion:parquet	268050833	275119455	0.97
clickbench_q40/datafusion:parquet	33263266	35017517	0.95
clickbench_q41/datafusion:parquet	30167128	30246284	1.00
clickbench_q42/datafusion:parquet	31105413	34178054	0.91

duckdb / vortex-file-compressed (0.903x ➖, 19↑ 1↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚀	6130112	7498142	0.82
clickbench_q01/duckdb:vortex-file-compressed 🚀	14867107	17477204	0.85
clickbench_q02/duckdb:vortex-file-compressed	27152590	27265310	1.00
clickbench_q03/duckdb:vortex-file-compressed	30938750	30798984	1.00
clickbench_q04/duckdb:vortex-file-compressed 🚀	186952871	208574478	0.90
clickbench_q05/duckdb:vortex-file-compressed 🚀	178898178	221795941	0.81
clickbench_q06/duckdb:vortex-file-compressed 🚀	21339862	24421597	0.87
clickbench_q07/duckdb:vortex-file-compressed	17885506	18127387	0.99
clickbench_q08/duckdb:vortex-file-compressed 🚀	263311892	295599665	0.89
clickbench_q09/duckdb:vortex-file-compressed	352678942	383268762	0.92
clickbench_q10/duckdb:vortex-file-compressed 🚀	73244462	89881094	0.81
clickbench_q11/duckdb:vortex-file-compressed	83019010	85630448	0.97
clickbench_q12/duckdb:vortex-file-compressed 🚀	203619394	252990749	0.80
clickbench_q13/duckdb:vortex-file-compressed 🚀	406152084	569640478	0.71
clickbench_q14/duckdb:vortex-file-compressed 🚀	237702351	288373676	0.82
clickbench_q15/duckdb:vortex-file-compressed	244715779	258435713	0.95
clickbench_q16/duckdb:vortex-file-compressed 🚀	658370518	754305730	0.87
clickbench_q17/duckdb:vortex-file-compressed	507232135	559869889	0.91
clickbench_q18/duckdb:vortex-file-compressed	1202226198	1249398029	0.96
clickbench_q19/duckdb:vortex-file-compressed	24030608	23261714	1.03
clickbench_q20/duckdb:vortex-file-compressed	374976328	382412396	0.98
clickbench_q21/duckdb:vortex-file-compressed	404223248	408444715	0.99
clickbench_q22/duckdb:vortex-file-compressed 🚨	698530131	574027006	1.22
clickbench_q23/duckdb:vortex-file-compressed 🚀	928698512	1801098100	0.52
clickbench_q24/duckdb:vortex-file-compressed	54251028	54319554	1.00
clickbench_q25/duckdb:vortex-file-compressed	79592063	82030208	0.97
clickbench_q26/duckdb:vortex-file-compressed	49851813	50718714	0.98
clickbench_q27/duckdb:vortex-file-compressed	496414807	551283099	0.90
clickbench_q28/duckdb:vortex-file-compressed	2986677587	3037812762	0.98
clickbench_q29/duckdb:vortex-file-compressed	29536459	32580255	0.91
clickbench_q30/duckdb:vortex-file-compressed	200896099	206368881	0.97
clickbench_q31/duckdb:vortex-file-compressed	284767662	298490149	0.95
clickbench_q32/duckdb:vortex-file-compressed	1371015187	1447679746	0.95
clickbench_q33/duckdb:vortex-file-compressed	1448238675	1595074688	0.91
clickbench_q34/duckdb:vortex-file-compressed 🚀	1519326239	1756390076	0.87
clickbench_q35/duckdb:vortex-file-compressed	381503780	387087612	0.99
clickbench_q36/duckdb:vortex-file-compressed 🚀	29806994	33993202	0.88
clickbench_q37/duckdb:vortex-file-compressed 🚀	22795015	25774753	0.88
clickbench_q38/duckdb:vortex-file-compressed 🚀	24254674	27258567	0.89
clickbench_q39/duckdb:vortex-file-compressed	45437813	47705955	0.95
clickbench_q40/duckdb:vortex-file-compressed 🚀	24006999	27717770	0.87
clickbench_q41/duckdb:vortex-file-compressed 🚀	22520977	26916105	0.84
clickbench_q42/duckdb:vortex-file-compressed 🚀	22844498	27060584	0.84

duckdb / parquet (0.922x ➖, 14↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚀	23790374	31738813	0.75
clickbench_q01/duckdb:parquet	27081765	27520607	0.98
clickbench_q02/duckdb:parquet	47592185	48164490	0.99
clickbench_q03/duckdb:parquet	37895901	39591204	0.96
clickbench_q04/duckdb:parquet	200912412	216918466	0.93
clickbench_q05/duckdb:parquet	268187971	287387641	0.93
clickbench_q06/duckdb:parquet	45007166	46843255	0.96
clickbench_q07/duckdb:parquet 🚀	29066876	33086443	0.88
clickbench_q08/duckdb:parquet	263366588	288867426	0.91
clickbench_q09/duckdb:parquet 🚀	395530023	468695534	0.84
clickbench_q10/duckdb:parquet	79570965	84768539	0.94
clickbench_q11/duckdb:parquet	98536091	103018716	0.96
clickbench_q12/duckdb:parquet	291754469	304537825	0.96
clickbench_q13/duckdb:parquet	480739144	516341275	0.93
clickbench_q14/duckdb:parquet	317348935	331071529	0.96
clickbench_q15/duckdb:parquet	263214961	268949324	0.98
clickbench_q16/duckdb:parquet 🚀	652201085	768703253	0.85
clickbench_q17/duckdb:parquet 🚀	532300261	614149831	0.87
clickbench_q18/duckdb:parquet 🚀	1048849521	1165639704	0.90
clickbench_q19/duckdb:parquet	24676176	26704909	0.92
clickbench_q20/duckdb:parquet	417330285	445079878	0.94
clickbench_q21/duckdb:parquet	534951405	561380485	0.95
clickbench_q22/duckdb:parquet	920793668	956401840	0.96
clickbench_q23/duckdb:parquet	287696186	316876798	0.91
clickbench_q24/duckdb:parquet	70225781	70029370	1.00
clickbench_q25/duckdb:parquet	156030010	158323844	0.99
clickbench_q26/duckdb:parquet	47322418	50113400	0.94
clickbench_q27/duckdb:parquet	643952714	673880790	0.96
clickbench_q28/duckdb:parquet	4793255910	4859620274	0.99
clickbench_q29/duckdb:parquet	40491872	43439565	0.93
clickbench_q30/duckdb:parquet	298675448	329373617	0.91
clickbench_q31/duckdb:parquet 🚀	358503793	413155283	0.87
clickbench_q32/duckdb:parquet 🚀	1220578603	1392588893	0.88
clickbench_q33/duckdb:parquet 🚀	1291058409	1555922424	0.83
clickbench_q34/duckdb:parquet 🚀	1295145585	1448218028	0.89
clickbench_q35/duckdb:parquet	363582170	373118713	0.97
clickbench_q36/duckdb:parquet 🚀	43980890	51747611	0.85
clickbench_q37/duckdb:parquet	32630149	32877087	0.99
clickbench_q38/duckdb:parquet 🚀	30719475	37289352	0.82
clickbench_q39/duckdb:parquet 🚀	73877248	91080239	0.81
clickbench_q40/duckdb:parquet 🚀	16569498	19559016	0.85
clickbench_q41/duckdb:parquet	18275417	17292597	1.06
clickbench_q42/duckdb:parquet	21204351	20455051	1.04

duckdb / duckdb (0.991x ➖, 4↑ 2↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18905399	17363623	1.09
clickbench_q01/duckdb:duckdb	35063470	33071732	1.06
clickbench_q02/duckdb:duckdb	47752131	47134582	1.01
clickbench_q03/duckdb:duckdb	48600306	48490891	1.00
clickbench_q04/duckdb:duckdb	186860484	187608444	1.00
clickbench_q05/duckdb:duckdb	268621545	277273584	0.97
clickbench_q06/duckdb:duckdb 🚀	29692033	35160000	0.84
clickbench_q07/duckdb:duckdb	37402137	35063224	1.07
clickbench_q08/duckdb:duckdb	251397098	258697233	0.97
clickbench_q09/duckdb:duckdb	367487829	381954371	0.96
clickbench_q10/duckdb:duckdb	99591703	98951973	1.01
clickbench_q11/duckdb:duckdb	108233325	108913234	0.99
clickbench_q12/duckdb:duckdb	237682632	243289839	0.98
clickbench_q13/duckdb:duckdb	490715643	513621289	0.96
clickbench_q14/duckdb:duckdb	279002567	290923983	0.96
clickbench_q15/duckdb:duckdb	221047353	220831890	1.00
clickbench_q16/duckdb:duckdb	648562678	711532514	0.91
clickbench_q17/duckdb:duckdb	555285448	592797070	0.94
clickbench_q18/duckdb:duckdb	1228049819	1343340501	0.91
clickbench_q19/duckdb:duckdb 🚨	37261953	33785381	1.10
clickbench_q20/duckdb:duckdb 🚀	878701290	1013849603	0.87
clickbench_q21/duckdb:duckdb	1014339367	1079083896	0.94
clickbench_q22/duckdb:duckdb	1077871041	1133411013	0.95
clickbench_q23/duckdb:duckdb	260402328	256897764	1.01
clickbench_q24/duckdb:duckdb	63707001	60707230	1.05
clickbench_q25/duckdb:duckdb	140498117	142252485	0.99
clickbench_q26/duckdb:duckdb	63315024	59871699	1.06
clickbench_q27/duckdb:duckdb 🚀	938495011	1068878491	0.88
clickbench_q28/duckdb:duckdb	4620380254	4706484709	0.98
clickbench_q29/duckdb:duckdb	50861441	48809338	1.04
clickbench_q30/duckdb:duckdb	260110254	273083991	0.95
clickbench_q31/duckdb:duckdb 🚀	406972021	458733017	0.89
clickbench_q32/duckdb:duckdb	1522044000	1521180119	1.00
clickbench_q33/duckdb:duckdb	2085447766	2040289908	1.02
clickbench_q34/duckdb:duckdb	2275820181	2234160992	1.02
clickbench_q35/duckdb:duckdb	278044063	281553430	0.99
clickbench_q36/duckdb:duckdb	41650112	42586681	0.98
clickbench_q37/duckdb:duckdb	33767042	31552863	1.07
clickbench_q38/duckdb:duckdb	32854987	31151137	1.05
clickbench_q39/duckdb:duckdb	65357349	67527491	0.97
clickbench_q40/duckdb:duckdb	34434134	31834060	1.08
clickbench_q41/duckdb:duckdb 🚨	33417896	29925031	1.12
clickbench_q42/duckdb:duckdb	33888702	32449796	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-0.7%	-13.1%	+14.2%	+564.8%	➖ noise
0	duckdb:duckdb	+8.9%	-13.1%	+25.2%	+266.6%	➖ noise
0	duckdb:vortex-file-compressed	-18.2%	-13.1%	-6.0%	+303.3%	➖ noise
1	datafusion:vortex-file-compressed	+12.0%	+0.9%	+11.0%	+28.5%	➖ noise
1	duckdb:duckdb	+6.0%	+0.9%	+5.1%	+60.6%	➖ noise
1	duckdb:vortex-file-compressed	-14.9%	+0.9%	-15.7%	+18.0%	✅ faster
2	datafusion:vortex-file-compressed	-6.9%	-0.7%	-6.2%	+14.2%	➖ noise
2	duckdb:duckdb	+1.3%	-0.7%	+2.1%	+22.6%	➖ noise
2	duckdb:vortex-file-compressed	-0.4%	-0.7%	+0.3%	+11.2%	➖ noise
3	datafusion:vortex-file-compressed	-12.5%	-3.2%	-9.5%	+146.6%	➖ noise
3	duckdb:duckdb	+0.2%	-3.2%	+3.6%	+51.3%	➖ noise
3	duckdb:vortex-file-compressed	+0.5%	-3.2%	+3.8%	+11.2%	➖ noise
4	datafusion:vortex-file-compressed	-1.5%	-5.3%	+3.9%	+12.6%	➖ noise
4	duckdb:duckdb	-0.4%	-5.3%	+5.1%	+12.4%	➖ noise
4	duckdb:vortex-file-compressed	-10.4%	-5.3%	-5.4%	+20.3%	➖ noise
5	datafusion:vortex-file-compressed	-7.5%	-4.8%	-2.9%	+24.1%	➖ noise
5	duckdb:duckdb	-3.1%	-4.8%	+1.7%	+11.9%	➖ noise
5	duckdb:vortex-file-compressed	-19.3%	-4.8%	-15.3%	+22.7%	➖ noise
6	datafusion:vortex-file-compressed	-49.7%	-4.5%	-47.3%	+30.1%	✅ faster
6	duckdb:duckdb	-15.6%	-4.5%	-11.5%	+30.5%	➖ noise
6	duckdb:vortex-file-compressed	-12.6%	-4.5%	-8.5%	+23.6%	➖ noise
7	datafusion:vortex-file-compressed	-28.9%	-6.5%	-23.9%	+13.8%	✅ faster
7	duckdb:duckdb	+6.7%	-6.5%	+14.1%	+11.9%	🚨 regression
7	duckdb:vortex-file-compressed	-1.3%	-6.5%	+5.5%	+11.2%	➖ noise
8	datafusion:vortex-file-compressed	-18.1%	-7.5%	-11.5%	+14.5%	➖ noise
8	duckdb:duckdb	-2.8%	-7.5%	+5.0%	+11.2%	➖ noise
8	duckdb:vortex-file-compressed	-10.9%	-7.5%	-3.7%	+12.2%	➖ noise
9	datafusion:vortex-file-compressed	-22.1%	-11.3%	-12.1%	+12.7%	✅ faster
9	duckdb:duckdb	-3.8%	-11.3%	+8.5%	+11.2%	➖ noise
9	duckdb:vortex-file-compressed	-8.0%	-11.3%	+3.8%	+11.2%	➖ noise
10	datafusion:vortex-file-compressed	+1.8%	-5.0%	+7.2%	+11.2%	➖ noise
10	duckdb:duckdb	+0.6%	-5.0%	+5.9%	+11.2%	➖ noise
10	duckdb:vortex-file-compressed	-18.5%	-5.0%	-14.2%	+17.1%	➖ noise
11	datafusion:vortex-file-compressed	-1.2%	-4.1%	+3.1%	+11.2%	➖ noise
11	duckdb:duckdb	-0.6%	-4.1%	+3.7%	+11.2%	➖ noise
11	duckdb:vortex-file-compressed	-3.0%	-4.1%	+1.1%	+13.0%	➖ noise
12	datafusion:vortex-file-compressed	-6.0%	-2.4%	-3.7%	+11.2%	➖ noise
12	duckdb:duckdb	-2.3%	-2.4%	+0.1%	+11.2%	➖ noise
12	duckdb:vortex-file-compressed	-19.5%	-2.4%	-17.5%	+16.6%	✅ faster
13	datafusion:vortex-file-compressed	-7.6%	-8.1%	+0.6%	+11.2%	➖ noise
13	duckdb:duckdb	-4.5%	-8.1%	+4.0%	+11.2%	➖ noise
13	duckdb:vortex-file-compressed	-28.7%	-8.1%	-22.4%	+11.2%	✅ faster
14	datafusion:vortex-file-compressed	-6.2%	-2.5%	-3.8%	+11.2%	➖ noise
14	duckdb:duckdb	-4.1%	-2.5%	-1.7%	+11.2%	➖ noise
14	duckdb:vortex-file-compressed	-17.6%	-2.5%	-15.5%	+12.8%	✅ faster
15	datafusion:vortex-file-compressed	-1.8%	-3.3%	+1.5%	+12.1%	➖ noise
15	duckdb:duckdb	+0.1%	-3.3%	+3.5%	+11.2%	➖ noise
15	duckdb:vortex-file-compressed	-5.3%	-3.3%	-2.1%	+11.2%	➖ noise
16	datafusion:vortex-file-compressed	-6.0%	-10.4%	+4.8%	+11.2%	➖ noise
16	duckdb:duckdb	-8.8%	-10.4%	+1.7%	+11.2%	➖ noise
16	duckdb:vortex-file-compressed	-12.7%	-10.4%	-2.6%	+17.8%	➖ noise
17	datafusion:vortex-file-compressed	-16.5%	-9.9%	-7.3%	+11.2%	➖ noise
17	duckdb:duckdb	-6.3%	-9.9%	+4.0%	+11.2%	➖ noise
17	duckdb:vortex-file-compressed	-9.4%	-9.9%	+0.6%	+18.5%	➖ noise
18	datafusion:vortex-file-compressed	-6.7%	-8.6%	+2.2%	+11.2%	➖ noise
18	duckdb:duckdb	-8.6%	-8.6%	+0.1%	+11.2%	➖ noise
18	duckdb:vortex-file-compressed	-3.8%	-8.6%	+5.3%	+11.2%	➖ noise
19	datafusion:vortex-file-compressed	+13.5%	-9.5%	+25.5%	+44.6%	➖ noise
19	duckdb:duckdb	+10.3%	-9.5%	+21.9%	+11.2%	🚨 regression
19	duckdb:vortex-file-compressed	+3.3%	-9.5%	+14.2%	+26.1%	➖ noise
20	datafusion:vortex-file-compressed	-8.8%	-3.9%	-5.1%	+188.9%	➖ noise
20	duckdb:duckdb	-13.3%	-3.9%	-9.8%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-1.9%	-3.9%	+2.1%	+11.2%	➖ noise
21	datafusion:vortex-file-compressed	-3.9%	-5.3%	+1.5%	+14.6%	➖ noise
21	duckdb:duckdb	-6.0%	-5.3%	-0.7%	+11.2%	➖ noise
21	duckdb:vortex-file-compressed	-1.0%	-5.3%	+4.5%	+11.2%	➖ noise
22	datafusion:vortex-file-compressed	-23.1%	-3.6%	-20.2%	+19.2%	✅ faster
22	duckdb:duckdb	-4.9%	-3.6%	-1.4%	+11.2%	➖ noise
22	duckdb:vortex-file-compressed	+21.7%	-3.6%	+26.2%	+18.7%	🚨 regression
23	datafusion:vortex-file-compressed	-21.9%	-8.8%	-14.4%	+34.5%	➖ noise
23	duckdb:duckdb	+1.4%	-8.8%	+11.1%	+11.2%	➖ noise
23	duckdb:vortex-file-compressed	-48.4%	-8.8%	-43.5%	+27.2%	✅ faster
24	datafusion:vortex-file-compressed	-10.3%	-5.6%	-4.9%	+18.9%	➖ noise
24	duckdb:duckdb	+4.9%	-5.6%	+11.2%	+11.2%	➖ noise
24	duckdb:vortex-file-compressed	-0.1%	-5.6%	+5.8%	+30.7%	➖ noise
25	datafusion:vortex-file-compressed	-0.4%	-9.3%	+9.8%	+13.2%	➖ noise
25	duckdb:duckdb	-1.2%	-9.3%	+8.9%	+11.2%	➖ noise
25	duckdb:vortex-file-compressed	-3.0%	-9.3%	+7.0%	+11.2%	➖ noise
26	datafusion:vortex-file-compressed	-12.0%	-7.2%	-5.2%	+16.0%	➖ noise
26	duckdb:duckdb	+5.8%	-7.2%	+13.9%	+14.0%	➖ noise
26	duckdb:vortex-file-compressed	-1.7%	-7.2%	+5.9%	+30.5%	➖ noise
27	datafusion:vortex-file-compressed	-3.7%	-9.3%	+6.2%	+11.2%	➖ noise
27	duckdb:duckdb	-12.2%	-9.3%	-3.2%	+11.2%	➖ noise
27	duckdb:vortex-file-compressed	-10.0%	-9.3%	-0.7%	+11.2%	➖ noise
28	datafusion:vortex-file-compressed	-3.7%	-2.1%	-1.6%	+11.2%	➖ noise
28	duckdb:duckdb	-1.8%	-2.1%	+0.3%	+11.2%	➖ noise
28	duckdb:vortex-file-compressed	-1.7%	-2.1%	+0.4%	+11.2%	➖ noise
29	datafusion:vortex-file-compressed	-6.5%	-3.9%	-2.6%	+13.4%	➖ noise
29	duckdb:duckdb	+4.2%	-3.9%	+8.5%	+11.2%	➖ noise
29	duckdb:vortex-file-compressed	-9.3%	-3.9%	-5.6%	+17.4%	➖ noise
30	datafusion:vortex-file-compressed	-16.5%	-7.5%	-9.7%	+26.1%	➖ noise
30	duckdb:duckdb	-4.8%	-7.5%	+3.0%	+11.2%	➖ noise
30	duckdb:vortex-file-compressed	-2.7%	-7.5%	+5.3%	+11.2%	➖ noise
31	datafusion:vortex-file-compressed	-9.0%	-6.4%	-2.8%	+29.0%	➖ noise
31	duckdb:duckdb	-11.3%	-6.4%	-5.2%	+11.2%	➖ noise
31	duckdb:vortex-file-compressed	-4.6%	-6.4%	+1.9%	+11.2%	➖ noise
32	datafusion:vortex-file-compressed	-4.8%	-10.1%	+5.9%	+16.2%	➖ noise
32	duckdb:duckdb	+0.1%	-10.1%	+11.2%	+11.2%	🚨 regression
32	duckdb:vortex-file-compressed	-5.3%	-10.1%	+5.3%	+11.2%	➖ noise
33	datafusion:vortex-file-compressed	-11.2%	-14.5%	+3.8%	+17.5%	➖ noise
33	duckdb:duckdb	+2.2%	-14.5%	+19.6%	+11.2%	🚨 regression
33	duckdb:vortex-file-compressed	-9.2%	-14.5%	+6.2%	+11.2%	➖ noise
34	datafusion:vortex-file-compressed	-8.9%	-11.6%	+3.1%	+11.2%	➖ noise
34	duckdb:duckdb	+1.9%	-11.6%	+15.2%	+11.2%	🚨 regression
34	duckdb:vortex-file-compressed	-13.5%	-11.6%	-2.1%	+11.2%	➖ noise
35	datafusion:vortex-file-compressed	-8.9%	-3.2%	-5.9%	+11.2%	➖ noise
35	duckdb:duckdb	-1.2%	-3.2%	+2.0%	+11.2%	➖ noise
35	duckdb:vortex-file-compressed	-1.4%	-3.2%	+1.8%	+11.2%	➖ noise
36	datafusion:vortex-file-compressed	-12.5%	-7.6%	-5.3%	+15.5%	➖ noise
36	duckdb:duckdb	-2.2%	-7.6%	+5.8%	+12.2%	➖ noise
36	duckdb:vortex-file-compressed	-12.3%	-7.6%	-5.1%	+11.2%	➖ noise
37	datafusion:vortex-file-compressed	-16.8%	-0.7%	-16.2%	+15.0%	✅ faster
37	duckdb:duckdb	+7.0%	-0.7%	+7.8%	+11.2%	➖ noise
37	duckdb:vortex-file-compressed	-11.6%	-0.7%	-10.9%	+11.2%	✅ faster
38	datafusion:vortex-file-compressed	-10.1%	-10.4%	+0.3%	+15.2%	➖ noise
38	duckdb:duckdb	+5.5%	-10.4%	+17.7%	+13.9%	🚨 regression
38	duckdb:vortex-file-compressed	-11.0%	-10.4%	-0.7%	+11.6%	➖ noise
39	datafusion:vortex-file-compressed	-13.4%	-11.1%	-2.5%	+15.1%	➖ noise
39	duckdb:duckdb	-3.2%	-11.1%	+8.9%	+22.0%	➖ noise
39	duckdb:vortex-file-compressed	-4.8%	-11.1%	+7.1%	+13.4%	➖ noise
40	datafusion:vortex-file-compressed	-16.5%	-10.3%	-6.9%	+14.1%	➖ noise
40	duckdb:duckdb	+8.2%	-10.3%	+20.6%	+14.3%	🚨 regression
40	duckdb:vortex-file-compressed	-13.4%	-10.3%	-3.4%	+15.0%	➖ noise
41	datafusion:vortex-file-compressed	-22.0%	+2.7%	-24.1%	+11.2%	✅ faster
41	duckdb:duckdb	+11.7%	+2.7%	+8.8%	+11.2%	➖ noise
41	duckdb:vortex-file-compressed	-16.3%	+2.7%	-18.5%	+12.0%	✅ faster
42	datafusion:vortex-file-compressed	-22.8%	-2.9%	-20.5%	+13.6%	✅ faster
42	duckdb:duckdb	+4.4%	-2.9%	+7.5%	+11.2%	➖ noise
42	duckdb:vortex-file-compressed	-15.6%	-2.9%	-13.1%	+11.2%	✅ faster

[github-actions]

File Sizes: Clickbench on NVME

File Size Changes (1 files changed, -0.0% overall, 0↑ 1↓)

File	Scale	Format	Base	HEAD	Change	%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%

Totals:

• vortex-compact: 7.03 GB → 7.03 GB (-0.0%)
• vortex-file-compressed: 13.88 GB → 13.88 GB (0.0%)

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.005x ➖
Parquet (geomean): 1.007x ➖

---

unknown / unknown (1.009x ➖, 2↑ 4↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
compress time/Arade	1147163498	1171983123	0.98
compress time/Bimbo	6892057105	7129094625	0.97
compress time/CMSprovider	2949364321	2917645074	1.01
compress time/Euro2016	425371994	423116901	1.01
compress time/Food	394434647	384219813	1.03
compress time/HashTags	833879116	803647602	1.04
compress time/TPC-H l_comment canonical	1337154543	1298830241	1.03
compress time/TPC-H l_comment chunked	1310816637	1307579329	1.00
compress time/taxi	713316145	733689528	0.97
compress time/wide table cols=100 chunks=1 rows=1000 🚨	14364389	11755403	1.22
compress time/wide table cols=100 chunks=50 rows=1000	12401613	12371521	1.00
compress time/wide table cols=1000 chunks=1 rows=1000	143239854	138947803	1.03
compress time/wide table cols=1000 chunks=50 rows=1000	137851617	138050169	1.00
compress time/wide table cols=10000 chunks=1 rows=1000	1426017988	1409879821	1.01
compress time/wide table cols=10000 chunks=50 rows=1000	1425607720	1409019024	1.01
decompress time/Arade	31440258	32888427	0.96
decompress time/Bimbo	103070199	103164397	1.00
decompress time/CMSprovider	88710119	87224531	1.02
decompress time/Euro2016	20914610	20767835	1.01
decompress time/Food	10195310	9834267	1.04
decompress time/HashTags 🚨	85377441	75158884	1.14
decompress time/TPC-H l_comment canonical	42000132	40875851	1.03
decompress time/TPC-H l_comment chunked	42871038	40908423	1.05
decompress time/taxi 🚀	20354306	23180104	0.88
decompress time/wide table cols=100 chunks=1 rows=1000	2872458	2960616	0.97
decompress time/wide table cols=100 chunks=50 rows=1000	2763078	2550180	1.08
decompress time/wide table cols=1000 chunks=1 rows=1000	25627505	24570176	1.04
decompress time/wide table cols=1000 chunks=50 rows=1000	25672871	24292923	1.06
decompress time/wide table cols=10000 chunks=1 rows=1000	253723455	244678722	1.04
decompress time/wide table cols=10000 chunks=50 rows=1000	254575336	245293849	1.04
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00
parquet_rs-zstd compress time/Arade	3001721501	3088713576	0.97
parquet_rs-zstd compress time/Bimbo	17433926269	17300788917	1.01
parquet_rs-zstd compress time/CMSprovider	7802163158	7699653935	1.01
parquet_rs-zstd compress time/Euro2016	1353720446	1345651952	1.01
parquet_rs-zstd compress time/Food	968554347	934819273	1.04
parquet_rs-zstd compress time/HashTags	2662455342	2453840508	1.09
parquet_rs-zstd compress time/TPC-H l_comment canonical	3163611886	3089768784	1.02
parquet_rs-zstd compress time/TPC-H l_comment chunked	3218561543	3117404621	1.03
parquet_rs-zstd compress time/taxi	1521202232	1519543288	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6915521	6602906	1.05
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6675304	6654989	1.00
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	88627656	91999006	0.96
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	88578643	92312270	0.96
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	887352004	868671878	1.02
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	866546115	905186257	0.96
parquet_rs-zstd decompress time/Arade	653960415	654149438	1.00
parquet_rs-zstd decompress time/Bimbo	1737595450	1750084454	0.99
parquet_rs-zstd decompress time/CMSprovider	1954219402	1925931619	1.01
parquet_rs-zstd decompress time/Euro2016	388367412	387039019	1.00
parquet_rs-zstd decompress time/Food	224705040	218591411	1.03
parquet_rs-zstd decompress time/HashTags 🚨	714644465	622279375	1.15
parquet_rs-zstd decompress time/TPC-H l_comment canonical	570781643	564364724	1.01
parquet_rs-zstd decompress time/TPC-H l_comment chunked	562676482	566336368	0.99
parquet_rs-zstd decompress time/taxi	246404145	244919859	1.01
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2747984	2704574	1.02
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2666455	2685553	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	32523766	33440079	0.97
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	32522343	32211738	1.01
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	365936720	376048913	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	373624344	369774460	1.01
vortex-file-compressed size/Arade	145363828	145363828	1.00
vortex-file-compressed size/Bimbo	468763364	468763364	1.00
vortex-file-compressed size/CMSprovider	417907844	417907844	1.00
vortex-file-compressed size/Euro2016	163599188	163395324	1.00
vortex-file-compressed size/Food	41926968	41926968	1.00
vortex-file-compressed size/HashTags	195647860	195647860	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087392	179087392	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087392	179087392	1.00
vortex-file-compressed size/taxi	52363980	52363980	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930880	930880	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930880	930880	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293680	9293680	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293680	9293680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957680	92957680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957680	92957680	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.01
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.96
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.00
vortex:parquet-zstd ratio compress time/Food	0	0	0.99
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.96
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.97
vortex:parquet-zstd ratio compress time/taxi	0	0	0.97
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚨	2	1	1.17
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	1.00
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.07
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.04
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.06
vortex:parquet-zstd ratio decompress time/Arade	0	0	0.96
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.01
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.00
vortex:parquet-zstd ratio decompress time/Food	0	0	1.01
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.99
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.02
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.05
vortex:parquet-zstd ratio decompress time/taxi 🚀	0	0	0.87
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	1	1	0.95
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	1	0	1.09
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.03
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

[0ax1]

Ideally, we could have a download api in vortex-utils. We also download stuff in vortex-duckdb build.rs etc. Can do in a follow up. As part of that make all downloads atomic etc.

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.5%
Vortex (geomean): 1.134x ➖
Parquet (geomean): 1.163x ➖
Shifts: Parquet (control) +16.3% · Median polish +11.4%

---

datafusion / vortex-file-compressed (1.205x ➖, 0↑ 6↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	207033231	212426316	0.97
tpch_q02/datafusion:vortex-file-compressed	520298228	565610780	0.92
tpch_q03/datafusion:vortex-file-compressed	429604608	366452694	1.17
tpch_q04/datafusion:vortex-file-compressed	215583318	207926590	1.04
tpch_q05/datafusion:vortex-file-compressed 🚨	641524418	477042988	1.34
tpch_q06/datafusion:vortex-file-compressed	291275112	276626332	1.05
tpch_q07/datafusion:vortex-file-compressed	439543858	370045666	1.19
tpch_q08/datafusion:vortex-file-compressed	669039877	625250889	1.07
tpch_q09/datafusion:vortex-file-compressed 🚨	579768073	429169714	1.35
tpch_q10/datafusion:vortex-file-compressed	605841520	512424595	1.18
tpch_q11/datafusion:vortex-file-compressed	433230098	562087120	0.77
tpch_q12/datafusion:vortex-file-compressed	448421275	347335696	1.29
tpch_q13/datafusion:vortex-file-compressed 🚨	227623442	148764542	1.53
tpch_q14/datafusion:vortex-file-compressed	227813563	179671560	1.27
tpch_q15/datafusion:vortex-file-compressed	453342332	350541864	1.29
tpch_q16/datafusion:vortex-file-compressed	220892134	217666888	1.01
tpch_q17/datafusion:vortex-file-compressed	436721249	360358639	1.21
tpch_q18/datafusion:vortex-file-compressed 🚨	657309025	299380461	2.20
tpch_q19/datafusion:vortex-file-compressed 🚨	585798101	361943991	1.62
tpch_q20/datafusion:vortex-file-compressed	454361071	400653320	1.13
tpch_q21/datafusion:vortex-file-compressed	565902631	470908206	1.20
tpch_q22/datafusion:vortex-file-compressed 🚨	211445649	162540383	1.30

datafusion / vortex-compact (1.109x ➖, 0↑ 4↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	243426226	250188829	0.97
tpch_q02/datafusion:vortex-compact	455826119	450249114	1.01
tpch_q03/datafusion:vortex-compact	411472186	404881274	1.02
tpch_q04/datafusion:vortex-compact	266724650	263581853	1.01
tpch_q05/datafusion:vortex-compact	450164157	359158586	1.25
tpch_q06/datafusion:vortex-compact	347283921	292635966	1.19
tpch_q07/datafusion:vortex-compact	395013588	379451796	1.04
tpch_q08/datafusion:vortex-compact	605640923	548258191	1.10
tpch_q09/datafusion:vortex-compact 🚨	540274619	389565284	1.39
tpch_q10/datafusion:vortex-compact 🚨	633372193	421582515	1.50
tpch_q11/datafusion:vortex-compact 🚨	342162863	257046169	1.33
tpch_q12/datafusion:vortex-compact	545542764	510459187	1.07
tpch_q13/datafusion:vortex-compact	154241963	156386160	0.99
tpch_q14/datafusion:vortex-compact	279945254	251304879	1.11
tpch_q15/datafusion:vortex-compact	539247409	422472371	1.28
tpch_q16/datafusion:vortex-compact	197883082	180187826	1.10
tpch_q17/datafusion:vortex-compact	386061425	358954369	1.08
tpch_q18/datafusion:vortex-compact 🚨	400719437	293698914	1.36
tpch_q19/datafusion:vortex-compact	617298754	482564260	1.28
tpch_q20/datafusion:vortex-compact	487774747	457830163	1.07
tpch_q21/datafusion:vortex-compact	519298229	598411393	0.87
tpch_q22/datafusion:vortex-compact	158939670	221926398	0.72

datafusion / parquet (1.194x ➖, 0↑ 8↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	205565104	219741961	0.94
tpch_q02/datafusion:parquet 🚨	588593766	445042778	1.32
tpch_q03/datafusion:parquet 🚨	518208248	321455970	1.61
tpch_q04/datafusion:parquet 🚨	208635077	154536177	1.35
tpch_q05/datafusion:parquet 🚨	918859359	486595476	1.89
tpch_q06/datafusion:parquet 🚨	202362991	135891697	1.49
tpch_q07/datafusion:parquet 🚨	605537466	462893812	1.31
tpch_q08/datafusion:parquet	730910314	583612404	1.25
tpch_q09/datafusion:parquet	507665914	543296472	0.93
tpch_q10/datafusion:parquet	651449035	654925734	0.99
tpch_q11/datafusion:parquet	332815726	357057670	0.93
tpch_q12/datafusion:parquet	243960151	310886852	0.78
tpch_q13/datafusion:parquet	446988696	530960067	0.84
tpch_q14/datafusion:parquet	186819568	175827458	1.06
tpch_q15/datafusion:parquet	362459208	290090265	1.25
tpch_q16/datafusion:parquet	215990897	180530857	1.20
tpch_q17/datafusion:parquet 🚨	580214666	399610592	1.45
tpch_q18/datafusion:parquet	476022207	451427230	1.05
tpch_q19/datafusion:parquet	361959778	326829377	1.11
tpch_q20/datafusion:parquet	353959433	333068091	1.06
tpch_q21/datafusion:parquet	672201546	610890496	1.10
tpch_q22/datafusion:parquet 🚨	299154989	135304994	2.21

duckdb / vortex-file-compressed (1.124x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	335364694	299947213	1.12
tpch_q02/duckdb:vortex-file-compressed	1090118758	930269438	1.17
tpch_q03/duckdb:vortex-file-compressed	793846862	637505988	1.25
tpch_q04/duckdb:vortex-file-compressed	415266110	392463403	1.06
tpch_q05/duckdb:vortex-file-compressed	1036649491	958482841	1.08
tpch_q06/duckdb:vortex-file-compressed	478417546	414028794	1.16
tpch_q07/duckdb:vortex-file-compressed	904575126	799758928	1.13
tpch_q08/duckdb:vortex-file-compressed	1087066915	1031468825	1.05
tpch_q09/duckdb:vortex-file-compressed	951009591	898631249	1.06
tpch_q10/duckdb:vortex-file-compressed	757522669	717163509	1.06
tpch_q11/duckdb:vortex-file-compressed	533611982	444872310	1.20
tpch_q12/duckdb:vortex-file-compressed	528192444	522565661	1.01
tpch_q13/duckdb:vortex-file-compressed	548576647	438251978	1.25
tpch_q14/duckdb:vortex-file-compressed	461074127	472735308	0.98
tpch_q15/duckdb:vortex-file-compressed	342260042	320479643	1.07
tpch_q16/duckdb:vortex-file-compressed	442063519	384405927	1.15
tpch_q17/duckdb:vortex-file-compressed	901978742	711575763	1.27
tpch_q18/duckdb:vortex-file-compressed	690586519	566331828	1.22
tpch_q19/duckdb:vortex-file-compressed	507750575	419183890	1.21
tpch_q20/duckdb:vortex-file-compressed	962322852	855650208	1.12
tpch_q21/duckdb:vortex-file-compressed	1254189616	1126706192	1.11
tpch_q22/duckdb:vortex-file-compressed	372908896	345670865	1.08

duckdb / vortex-compact (1.102x ➖, 0↑ 1↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	342436629	292774742	1.17
tpch_q02/duckdb:vortex-compact	986353263	999728492	0.99
tpch_q03/duckdb:vortex-compact	728682107	612616557	1.19
tpch_q04/duckdb:vortex-compact	400751007	341048973	1.18
tpch_q05/duckdb:vortex-compact	1000898266	894426062	1.12
tpch_q06/duckdb:vortex-compact 🚨	579993369	440488980	1.32
tpch_q07/duckdb:vortex-compact	745607468	736763790	1.01
tpch_q08/duckdb:vortex-compact	1036469184	859861838	1.21
tpch_q09/duckdb:vortex-compact	973035669	863019702	1.13
tpch_q10/duckdb:vortex-compact	773339095	686145733	1.13
tpch_q11/duckdb:vortex-compact	511391399	495522988	1.03
tpch_q12/duckdb:vortex-compact	532456103	475795506	1.12
tpch_q13/duckdb:vortex-compact	491100038	452397381	1.09
tpch_q14/duckdb:vortex-compact	505778864	459250955	1.10
tpch_q15/duckdb:vortex-compact	325256155	314115362	1.04
tpch_q16/duckdb:vortex-compact	377375528	358205569	1.05
tpch_q17/duckdb:vortex-compact	700874152	611328016	1.15
tpch_q18/duckdb:vortex-compact	521722390	522761043	1.00
tpch_q19/duckdb:vortex-compact	451048910	410817868	1.10
tpch_q20/duckdb:vortex-compact	920458987	767185641	1.20
tpch_q21/duckdb:vortex-compact	1125644608	1038475435	1.08
tpch_q22/duckdb:vortex-compact	330694093	357194812	0.93

duckdb / parquet (1.133x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	521917160	411542217	1.27
tpch_q02/duckdb:parquet	1321647309	1260146277	1.05
tpch_q03/duckdb:parquet	1277123662	1058641624	1.21
tpch_q04/duckdb:parquet	694019987	625293876	1.11
tpch_q05/duckdb:parquet	1828035522	1575132032	1.16
tpch_q06/duckdb:parquet	442525876	393081595	1.13
tpch_q07/duckdb:parquet	1470290086	1323978041	1.11
tpch_q08/duckdb:parquet	1986681353	1726841114	1.15
tpch_q09/duckdb:parquet	1558858025	1455787652	1.07
tpch_q10/duckdb:parquet	1487512912	1227327901	1.21
tpch_q11/duckdb:parquet	1009026449	931111316	1.08
tpch_q12/duckdb:parquet	725189742	670139945	1.08
tpch_q13/duckdb:parquet	918813611	927200795	0.99
tpch_q14/duckdb:parquet	835043932	648914147	1.29
tpch_q15/duckdb:parquet	663929692	512443168	1.30
tpch_q16/duckdb:parquet	683352002	658571091	1.04
tpch_q17/duckdb:parquet	898543113	719899713	1.25
tpch_q18/duckdb:parquet	989945830	905551941	1.09
tpch_q19/duckdb:parquet	960197053	790726556	1.21
tpch_q20/duckdb:parquet	1115107239	1129311789	0.99
tpch_q21/duckdb:parquet	1298441096	1202649848	1.08
tpch_q22/duckdb:parquet	637136839	555995860	1.15

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-2.7%	+8.9%	-10.7%	+66.0%	➖ noise
1	datafusion:vortex-file-compressed	-2.5%	+8.9%	-10.5%	+70.8%	➖ noise
1	duckdb:vortex-compact	+17.0%	+8.9%	+7.4%	+44.5%	➖ noise
1	duckdb:vortex-file-compressed	+11.8%	+8.9%	+2.7%	+49.2%	➖ noise
2	datafusion:vortex-compact	+1.2%	+17.8%	-14.0%	+44.5%	➖ noise
2	datafusion:vortex-file-compressed	-8.0%	+17.8%	-21.9%	+44.5%	➖ noise
2	duckdb:vortex-compact	-1.3%	+17.8%	-16.2%	+44.5%	➖ noise
2	duckdb:vortex-file-compressed	+17.2%	+17.8%	-0.5%	+44.5%	➖ noise
3	datafusion:vortex-compact	+1.6%	+39.5%	-27.1%	+49.5%	➖ noise
3	datafusion:vortex-file-compressed	+17.2%	+39.5%	-15.9%	+58.6%	➖ noise
3	duckdb:vortex-compact	+18.9%	+39.5%	-14.7%	+44.5%	➖ noise
3	duckdb:vortex-file-compressed	+24.5%	+39.5%	-10.7%	+44.5%	➖ noise
4	datafusion:vortex-compact	+1.2%	+22.4%	-17.3%	+44.5%	➖ noise
4	datafusion:vortex-file-compressed	+3.7%	+22.4%	-15.3%	+56.7%	➖ noise
4	duckdb:vortex-compact	+17.5%	+22.4%	-4.0%	+44.5%	➖ noise
4	duckdb:vortex-file-compressed	+5.8%	+22.4%	-13.6%	+44.5%	➖ noise
5	datafusion:vortex-compact	+25.3%	+48.0%	-15.3%	+44.5%	➖ noise
5	datafusion:vortex-file-compressed	+34.5%	+48.0%	-9.2%	+44.5%	➖ noise
5	duckdb:vortex-compact	+11.9%	+48.0%	-24.4%	+44.5%	➖ noise
5	duckdb:vortex-file-compressed	+8.2%	+48.0%	-26.9%	+44.5%	➖ noise
6	datafusion:vortex-compact	+18.7%	+29.5%	-8.3%	+44.5%	➖ noise
6	datafusion:vortex-file-compressed	+5.3%	+29.5%	-18.7%	+44.5%	➖ noise
6	duckdb:vortex-compact	+31.7%	+29.5%	+1.7%	+44.5%	➖ noise
6	duckdb:vortex-file-compressed	+15.6%	+29.5%	-10.8%	+44.5%	➖ noise
7	datafusion:vortex-compact	+4.1%	+20.5%	-13.6%	+44.5%	➖ noise
7	datafusion:vortex-file-compressed	+18.8%	+20.5%	-1.5%	+44.5%	➖ noise
7	duckdb:vortex-compact	+1.2%	+20.5%	-16.0%	+44.5%	➖ noise
7	duckdb:vortex-file-compressed	+13.1%	+20.5%	-6.2%	+44.5%	➖ noise
8	datafusion:vortex-compact	+10.5%	+20.0%	-8.0%	+44.5%	➖ noise
8	datafusion:vortex-file-compressed	+7.0%	+20.0%	-10.9%	+44.5%	➖ noise
8	duckdb:vortex-compact	+20.5%	+20.0%	+0.4%	+44.5%	➖ noise
8	duckdb:vortex-file-compressed	+5.4%	+20.0%	-12.2%	+44.5%	➖ noise
9	datafusion:vortex-compact	+38.7%	+0.0%	+38.6%	+44.5%	➖ noise
9	datafusion:vortex-file-compressed	+35.1%	+0.0%	+35.1%	+44.5%	➖ noise
9	duckdb:vortex-compact	+12.7%	+0.0%	+12.7%	+44.5%	➖ noise
9	duckdb:vortex-file-compressed	+5.8%	+0.0%	+5.8%	+44.5%	➖ noise
10	datafusion:vortex-compact	+50.2%	+9.8%	+36.8%	+44.5%	➖ noise
10	datafusion:vortex-file-compressed	+18.2%	+9.8%	+7.7%	+44.5%	➖ noise
10	duckdb:vortex-compact	+12.7%	+9.8%	+2.7%	+44.5%	➖ noise
10	duckdb:vortex-file-compressed	+5.6%	+9.8%	-3.8%	+44.5%	➖ noise
11	datafusion:vortex-compact	+33.1%	+0.5%	+32.4%	+44.5%	➖ noise
11	datafusion:vortex-file-compressed	-22.9%	+0.5%	-23.3%	+44.5%	➖ noise
11	duckdb:vortex-compact	+3.2%	+0.5%	+2.7%	+44.5%	➖ noise
11	duckdb:vortex-file-compressed	+19.9%	+0.5%	+19.3%	+44.5%	➖ noise
12	datafusion:vortex-compact	+6.9%	-7.8%	+16.0%	+44.5%	➖ noise
12	datafusion:vortex-file-compressed	+29.1%	-7.8%	+40.1%	+48.1%	➖ noise
12	duckdb:vortex-compact	+11.9%	-7.8%	+21.4%	+44.5%	➖ noise
12	duckdb:vortex-file-compressed	+1.1%	-7.8%	+9.7%	+44.5%	➖ noise
13	datafusion:vortex-compact	-1.4%	-8.7%	+8.0%	+57.7%	➖ noise
13	datafusion:vortex-file-compressed	+53.0%	-8.7%	+67.5%	+44.5%	🚨 regression
13	duckdb:vortex-compact	+8.6%	-8.7%	+18.9%	+44.5%	➖ noise
13	duckdb:vortex-file-compressed	+25.2%	-8.7%	+37.0%	+44.5%	➖ noise
14	datafusion:vortex-compact	+11.4%	+16.9%	-4.7%	+44.5%	➖ noise
14	datafusion:vortex-file-compressed	+26.8%	+16.9%	+8.4%	+45.5%	➖ noise
14	duckdb:vortex-compact	+10.1%	+16.9%	-5.8%	+44.5%	➖ noise
14	duckdb:vortex-file-compressed	-2.5%	+16.9%	-16.6%	+44.5%	➖ noise
15	datafusion:vortex-compact	+27.6%	+27.2%	+0.3%	+44.5%	➖ noise
15	datafusion:vortex-file-compressed	+29.3%	+27.2%	+1.6%	+44.5%	➖ noise
15	duckdb:vortex-compact	+3.5%	+27.2%	-18.6%	+44.5%	➖ noise
15	duckdb:vortex-file-compressed	+6.8%	+27.2%	-16.1%	+44.5%	➖ noise
16	datafusion:vortex-compact	+9.8%	+11.4%	-1.4%	+44.5%	➖ noise
16	datafusion:vortex-file-compressed	+1.5%	+11.4%	-8.9%	+44.5%	➖ noise
16	duckdb:vortex-compact	+5.4%	+11.4%	-5.4%	+44.5%	➖ noise
16	duckdb:vortex-file-compressed	+15.0%	+11.4%	+3.2%	+44.5%	➖ noise
17	datafusion:vortex-compact	+7.6%	+34.6%	-20.1%	+44.5%	➖ noise
17	datafusion:vortex-file-compressed	+21.2%	+34.6%	-10.0%	+44.5%	➖ noise
17	duckdb:vortex-compact	+14.6%	+34.6%	-14.8%	+44.5%	➖ noise
17	duckdb:vortex-file-compressed	+26.8%	+34.6%	-5.8%	+44.5%	➖ noise
18	datafusion:vortex-compact	+36.4%	+7.4%	+27.1%	+44.5%	➖ noise
18	datafusion:vortex-file-compressed	+119.6%	+7.4%	+104.5%	+44.5%	🚨 regression
18	duckdb:vortex-compact	-0.2%	+7.4%	-7.0%	+44.5%	➖ noise
18	duckdb:vortex-file-compressed	+21.9%	+7.4%	+13.6%	+44.5%	➖ noise
19	datafusion:vortex-compact	+27.9%	+16.0%	+10.3%	+44.5%	➖ noise
19	datafusion:vortex-file-compressed	+61.8%	+16.0%	+39.6%	+44.5%	➖ noise
19	duckdb:vortex-compact	+9.8%	+16.0%	-5.3%	+44.5%	➖ noise
19	duckdb:vortex-file-compressed	+21.1%	+16.0%	+4.5%	+44.5%	➖ noise
20	datafusion:vortex-compact	+6.5%	+2.4%	+4.0%	+44.5%	➖ noise
20	datafusion:vortex-file-compressed	+13.4%	+2.4%	+10.7%	+44.5%	➖ noise
20	duckdb:vortex-compact	+20.0%	+2.4%	+17.1%	+44.5%	➖ noise
20	duckdb:vortex-file-compressed	+12.5%	+2.4%	+9.8%	+44.5%	➖ noise
21	datafusion:vortex-compact	-13.2%	+9.0%	-20.4%	+44.5%	➖ noise
21	datafusion:vortex-file-compressed	+20.2%	+9.0%	+10.3%	+44.5%	➖ noise
21	duckdb:vortex-compact	+8.4%	+9.0%	-0.6%	+44.5%	➖ noise
21	duckdb:vortex-file-compressed	+11.3%	+9.0%	+2.1%	+44.5%	➖ noise
22	datafusion:vortex-compact	-28.4%	+59.2%	-55.0%	+44.5%	✅ faster
22	datafusion:vortex-file-compressed	+30.1%	+59.2%	-18.3%	+44.5%	➖ noise
22	duckdb:vortex-compact	-7.4%	+59.2%	-41.8%	+44.5%	✅ faster
22	duckdb:vortex-file-compressed	+7.9%	+59.2%	-32.2%	+44.5%	✅ faster

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 1.039x ➖
Parquet (geomean): 1.042x ➖
Shifts: Parquet (control) +4.2% · Median polish +5.6%

---

datafusion / vortex-file-compressed (1.032x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	726451972	742978261	0.98
tpch_q02/datafusion:vortex-file-compressed	818860216	776282720	1.05
tpch_q03/datafusion:vortex-file-compressed	933012392	884884723	1.05
tpch_q04/datafusion:vortex-file-compressed	629459400	589532483	1.07
tpch_q05/datafusion:vortex-file-compressed	1065188670	1120911655	0.95
tpch_q06/datafusion:vortex-file-compressed	647182217	622853643	1.04
tpch_q07/datafusion:vortex-file-compressed	1210143479	1170405210	1.03
tpch_q08/datafusion:vortex-file-compressed	1166671453	1147218320	1.02
tpch_q09/datafusion:vortex-file-compressed	1368380413	1447687121	0.95
tpch_q10/datafusion:vortex-file-compressed	973088963	1193949211	0.82
tpch_q11/datafusion:vortex-file-compressed	498069731	515388485	0.97
tpch_q12/datafusion:vortex-file-compressed	963851845	891453633	1.08
tpch_q13/datafusion:vortex-file-compressed	517124784	459939671	1.12
tpch_q14/datafusion:vortex-file-compressed	711171167	559963466	1.27
tpch_q15/datafusion:vortex-file-compressed	1300149866	1107863524	1.17
tpch_q16/datafusion:vortex-file-compressed	358215001	334776060	1.07
tpch_q17/datafusion:vortex-file-compressed	1233435997	1538451438	0.80
tpch_q18/datafusion:vortex-file-compressed	1461186502	1478190327	0.99
tpch_q19/datafusion:vortex-file-compressed	865109804	719982534	1.20
tpch_q20/datafusion:vortex-file-compressed	1035110803	953637454	1.09
tpch_q21/datafusion:vortex-file-compressed	1684140918	1685063595	1.00
tpch_q22/datafusion:vortex-file-compressed	372820707	337059532	1.11

datafusion / vortex-compact (1.091x ➖, 0↑ 2↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	714434272	764709162	0.93
tpch_q02/datafusion:vortex-compact	672776251	671019360	1.00
tpch_q03/datafusion:vortex-compact	1001618023	824845280	1.21
tpch_q04/datafusion:vortex-compact	594685750	537727014	1.11
tpch_q05/datafusion:vortex-compact	1003431077	1083415276	0.93
tpch_q06/datafusion:vortex-compact	619227815	654715489	0.95
tpch_q07/datafusion:vortex-compact	1186964607	1110550610	1.07
tpch_q08/datafusion:vortex-compact	1360641996	1120716623	1.21
tpch_q09/datafusion:vortex-compact	1284572223	1327092374	0.97
tpch_q10/datafusion:vortex-compact	933983577	881130575	1.06
tpch_q11/datafusion:vortex-compact	454779630	385328158	1.18
tpch_q12/datafusion:vortex-compact	959252015	787927435	1.22
tpch_q13/datafusion:vortex-compact	483901032	442379459	1.09
tpch_q14/datafusion:vortex-compact	642597734	621558641	1.03
tpch_q15/datafusion:vortex-compact	1115497132	1121845860	0.99
tpch_q16/datafusion:vortex-compact	328469372	341338842	0.96
tpch_q17/datafusion:vortex-compact	1194352748	1328127084	0.90
tpch_q18/datafusion:vortex-compact	1112686067	1306499783	0.85
tpch_q19/datafusion:vortex-compact 🚨	1416672237	695042029	2.04
tpch_q20/datafusion:vortex-compact 🚨	1358960210	877623606	1.55
tpch_q21/datafusion:vortex-compact	1556189025	1610071875	0.97
tpch_q22/datafusion:vortex-compact	496947921	390107211	1.27

datafusion / parquet (0.980x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	872211880	872429117	1.00
tpch_q02/datafusion:parquet	786849171	903640191	0.87
tpch_q03/datafusion:parquet	923447651	966508505	0.96
tpch_q04/datafusion:parquet	468561243	535033064	0.88
tpch_q05/datafusion:parquet	1136852232	1250472996	0.91
tpch_q06/datafusion:parquet	501157542	509715383	0.98
tpch_q07/datafusion:parquet	1340088983	1631480191	0.82
tpch_q08/datafusion:parquet	1722398237	1903021735	0.91
tpch_q09/datafusion:parquet	1722987343	1989645714	0.87
tpch_q10/datafusion:parquet	2057000708	2049144401	1.00
tpch_q11/datafusion:parquet	746440125	601192654	1.24
tpch_q12/datafusion:parquet	811731604	715262701	1.13
tpch_q13/datafusion:parquet	775039930	787938539	0.98
tpch_q14/datafusion:parquet	853461077	775027030	1.10
tpch_q15/datafusion:parquet	1234549460	1269124594	0.97
tpch_q16/datafusion:parquet	405277935	433994520	0.93
tpch_q17/datafusion:parquet	1382757918	1528276437	0.90
tpch_q18/datafusion:parquet	1672288796	1506361141	1.11
tpch_q19/datafusion:parquet	1029557121	948020588	1.09
tpch_q20/datafusion:parquet	1320500797	1298743608	1.02
tpch_q21/datafusion:parquet	1761530491	1961728054	0.90
tpch_q22/datafusion:parquet	851388675	764035545	1.11

duckdb / vortex-file-compressed (1.008x ➖, 0↑ 0↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	633351380	686528063	0.92
tpch_q02/duckdb:vortex-file-compressed	1206159190	1134122269	1.06
tpch_q03/duckdb:vortex-file-compressed	946007099	943555912	1.00
tpch_q04/duckdb:vortex-file-compressed	686117396	664036441	1.03
tpch_q05/duckdb:vortex-file-compressed	1142816740	1143326140	1.00
tpch_q06/duckdb:vortex-file-compressed	800043604	942676604	0.85
tpch_q07/duckdb:vortex-file-compressed	1161870049	1141210404	1.02
tpch_q08/duckdb:vortex-file-compressed	1550741773	1427527732	1.09
tpch_q09/duckdb:vortex-file-compressed	1519686727	1448066586	1.05
tpch_q10/duckdb:vortex-file-compressed	1206557607	1131242025	1.07
tpch_q11/duckdb:vortex-file-compressed	670403859	638614868	1.05
tpch_q12/duckdb:vortex-file-compressed	785435899	751116467	1.05
tpch_q13/duckdb:vortex-file-compressed	907016968	926323616	0.98
tpch_q14/duckdb:vortex-file-compressed	919971370	889885782	1.03
tpch_q15/duckdb:vortex-file-compressed	563705915	578811728	0.97
tpch_q16/duckdb:vortex-file-compressed	474781210	512649991	0.93
tpch_q17/duckdb:vortex-file-compressed	973209329	1008175673	0.97
tpch_q18/duckdb:vortex-file-compressed	974576844	933734652	1.04
tpch_q19/duckdb:vortex-file-compressed	789364809	790832426	1.00
tpch_q20/duckdb:vortex-file-compressed	1227132486	1164833788	1.05
tpch_q21/duckdb:vortex-file-compressed	2020323774	1991889154	1.01
tpch_q22/duckdb:vortex-file-compressed	641444077	624392450	1.03

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

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	621218879	603831475	1.03
tpch_q02/duckdb:vortex-compact	1025749147	1045279127	0.98
tpch_q03/duckdb:vortex-compact	833708256	804907976	1.04
tpch_q04/duckdb:vortex-compact	539185685	518833313	1.04
tpch_q05/duckdb:vortex-compact	995967044	1103835417	0.90
tpch_q06/duckdb:vortex-compact	719407843	763928765	0.94
tpch_q07/duckdb:vortex-compact	1110888287	1054728544	1.05
tpch_q08/duckdb:vortex-compact	1368862564	1354069984	1.01
tpch_q09/duckdb:vortex-compact	1306695868	1362202176	0.96
tpch_q10/duckdb:vortex-compact	1120486940	1010835810	1.11
tpch_q11/duckdb:vortex-compact	737059903	642350449	1.15
tpch_q12/duckdb:vortex-compact	786941774	643620121	1.22
tpch_q13/duckdb:vortex-compact	872270739	850864472	1.03
tpch_q14/duckdb:vortex-compact	855152975	795739304	1.07
tpch_q15/duckdb:vortex-compact	553270536	545193395	1.01
tpch_q16/duckdb:vortex-compact	446671454	424911229	1.05
tpch_q17/duckdb:vortex-compact	984841972	893071909	1.10
tpch_q18/duckdb:vortex-compact	767717244	696960403	1.10
tpch_q19/duckdb:vortex-compact	755271410	748589992	1.01
tpch_q20/duckdb:vortex-compact	1211128137	1313562786	0.92
tpch_q21/duckdb:vortex-compact	1724115489	1659171658	1.04
tpch_q22/duckdb:vortex-compact	594505535	642272598	0.93

duckdb / parquet (1.108x ➖, 0↑ 2↓)

name	PR f4e605c (ns)	base e8374a4 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	1006262926	992864354	1.01
tpch_q02/duckdb:parquet	1600678227	1557088290	1.03
tpch_q03/duckdb:parquet	1860404271	1764264943	1.05
tpch_q04/duckdb:parquet 🚨	1389034486	1007491770	1.38
tpch_q05/duckdb:parquet	2649439347	2136142875	1.24
tpch_q06/duckdb:parquet 🚨	995892566	723350629	1.38
tpch_q07/duckdb:parquet	2001062013	1779872070	1.12
tpch_q08/duckdb:parquet	3217748559	2483660414	1.30
tpch_q09/duckdb:parquet	2864570571	2479888956	1.16
tpch_q10/duckdb:parquet	3361100615	3038058584	1.11
tpch_q11/duckdb:parquet	1129104357	1069753823	1.06
tpch_q12/duckdb:parquet	1371384086	1260797785	1.09
tpch_q13/duckdb:parquet	1321957709	1196759824	1.10
tpch_q14/duckdb:parquet	1309614485	1258130886	1.04
tpch_q15/duckdb:parquet	887393378	903719491	0.98
tpch_q16/duckdb:parquet	929607364	868301186	1.07
tpch_q17/duckdb:parquet	1361073706	1190915188	1.14
tpch_q18/duckdb:parquet	1454013051	1340006252	1.09
tpch_q19/duckdb:parquet	1495313648	1495429734	1.00
tpch_q20/duckdb:parquet	2008182106	1807427816	1.11
tpch_q21/duckdb:parquet	1823151732	1776104916	1.03
tpch_q22/duckdb:parquet	1090582282	1082791005	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-6.6%	+0.7%	-7.2%	+45.1%	➖ noise
1	datafusion:vortex-file-compressed	-2.2%	+0.7%	-2.9%	+42.8%	➖ noise
1	duckdb:vortex-compact	+2.9%	+0.7%	+2.2%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-7.7%	+0.7%	-8.4%	+37.2%	➖ noise
2	datafusion:vortex-compact	+0.3%	-5.4%	+6.0%	+36.1%	➖ noise
2	datafusion:vortex-file-compressed	+5.5%	-5.4%	+11.5%	+38.8%	➖ noise
2	duckdb:vortex-compact	-1.9%	-5.4%	+3.7%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+6.4%	-5.4%	+12.4%	+30.0%	➖ noise
3	datafusion:vortex-compact	+21.4%	+0.4%	+21.0%	+40.7%	➖ noise
3	datafusion:vortex-file-compressed	+5.4%	+0.4%	+5.0%	+39.0%	➖ noise
3	duckdb:vortex-compact	+3.6%	+0.4%	+3.2%	+34.2%	➖ noise
3	duckdb:vortex-file-compressed	+0.3%	+0.4%	-0.1%	+30.8%	➖ noise
4	datafusion:vortex-compact	+10.6%	+9.9%	+0.6%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+6.8%	+9.9%	-2.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	+3.9%	+9.9%	-5.4%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+3.3%	+9.9%	-6.0%	+30.0%	➖ noise
5	datafusion:vortex-compact	-7.4%	+6.2%	-12.8%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-5.0%	+6.2%	-10.5%	+30.0%	➖ noise
5	duckdb:vortex-compact	-9.8%	+6.2%	-15.0%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.0%	+6.2%	-5.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-5.4%	+16.3%	-18.7%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+3.9%	+16.3%	-10.7%	+30.0%	➖ noise
6	duckdb:vortex-compact	-5.8%	+16.3%	-19.1%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-15.1%	+16.3%	-27.1%	+30.0%	✅ faster
7	datafusion:vortex-compact	+6.9%	-3.9%	+11.2%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.4%	-3.9%	+7.6%	+30.0%	➖ noise
7	duckdb:vortex-compact	+5.3%	-3.9%	+9.6%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.8%	-3.9%	+5.9%	+30.0%	➖ noise
8	datafusion:vortex-compact	+21.4%	+8.3%	+12.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+1.7%	+8.3%	-6.1%	+30.0%	➖ noise
8	duckdb:vortex-compact	+1.1%	+8.3%	-6.6%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+8.6%	+8.3%	+0.3%	+30.0%	➖ noise
9	datafusion:vortex-compact	-3.2%	+0.0%	-3.2%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-5.5%	+0.0%	-5.5%	+30.0%	➖ noise
9	duckdb:vortex-compact	-4.1%	+0.0%	-4.1%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+4.9%	+0.0%	+4.9%	+30.0%	➖ noise
10	datafusion:vortex-compact	+6.0%	+5.4%	+0.6%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-18.5%	+5.4%	-22.7%	+30.0%	➖ noise
10	duckdb:vortex-compact	+10.8%	+5.4%	+5.2%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+6.7%	+5.4%	+1.2%	+30.0%	➖ noise
11	datafusion:vortex-compact	+18.0%	+14.5%	+3.1%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.4%	+14.5%	-15.6%	+30.0%	➖ noise
11	duckdb:vortex-compact	+14.7%	+14.5%	+0.2%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+5.0%	+14.5%	-8.3%	+30.0%	➖ noise
12	datafusion:vortex-compact	+21.7%	+11.1%	+9.6%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	+8.1%	+11.1%	-2.7%	+30.0%	➖ noise
12	duckdb:vortex-compact	+22.3%	+11.1%	+10.0%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+4.6%	+11.1%	-5.9%	+30.0%	➖ noise
13	datafusion:vortex-compact	+9.4%	+4.2%	+4.9%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	+12.4%	+4.2%	+7.9%	+30.0%	➖ noise
13	duckdb:vortex-compact	+2.5%	+4.2%	-1.7%	+37.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.1%	+4.2%	-6.1%	+41.8%	➖ noise
14	datafusion:vortex-compact	+3.4%	+7.1%	-3.4%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+27.0%	+7.1%	+18.6%	+30.0%	➖ noise
14	duckdb:vortex-compact	+7.5%	+7.1%	+0.4%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+3.4%	+7.1%	-3.4%	+30.0%	➖ noise
15	datafusion:vortex-compact	-0.6%	-2.3%	+1.7%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+17.4%	-2.3%	+20.1%	+30.0%	➖ noise
15	duckdb:vortex-compact	+1.5%	-2.3%	+3.8%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.6%	-2.3%	-0.4%	+30.0%	➖ noise
16	datafusion:vortex-compact	-3.8%	-0.0%	-3.8%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	+7.0%	-0.0%	+7.0%	+32.4%	➖ noise
16	duckdb:vortex-compact	+5.1%	-0.0%	+5.1%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-7.4%	-0.0%	-7.4%	+30.0%	➖ noise
17	datafusion:vortex-compact	-10.1%	+1.7%	-11.6%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-19.8%	+1.7%	-21.2%	+30.0%	➖ noise
17	duckdb:vortex-compact	+10.3%	+1.7%	+8.4%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-3.5%	+1.7%	-5.1%	+30.0%	➖ noise
18	datafusion:vortex-compact	-14.8%	+9.8%	-22.4%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-1.2%	+9.8%	-9.9%	+30.0%	➖ noise
18	duckdb:vortex-compact	+10.2%	+9.8%	+0.4%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.4%	+9.8%	-4.9%	+30.0%	➖ noise
19	datafusion:vortex-compact	+103.8%	+4.2%	+95.6%	+31.3%	🚨 regression
19	datafusion:vortex-file-compressed	+20.2%	+4.2%	+15.3%	+30.0%	➖ noise
19	duckdb:vortex-compact	+0.9%	+4.2%	-3.2%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.2%	+4.2%	-4.2%	+30.0%	➖ noise
20	datafusion:vortex-compact	+54.8%	+6.3%	+45.7%	+31.5%	🚨 regression
20	datafusion:vortex-file-compressed	+8.5%	+6.3%	+2.1%	+30.0%	➖ noise
20	duckdb:vortex-compact	-7.8%	+6.3%	-13.3%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+5.3%	+6.3%	-0.9%	+30.0%	➖ noise
21	datafusion:vortex-compact	-3.3%	-4.0%	+0.7%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-0.1%	-4.0%	+4.1%	+30.0%	➖ noise
21	duckdb:vortex-compact	+3.9%	-4.0%	+8.2%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.4%	-4.0%	+5.6%	+30.0%	➖ noise
22	datafusion:vortex-compact	+27.4%	+5.9%	+20.2%	+34.0%	➖ noise
22	datafusion:vortex-file-compressed	+10.6%	+5.9%	+4.4%	+30.0%	➖ noise
22	duckdb:vortex-compact	-7.4%	+5.9%	-12.6%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+2.7%	+5.9%	-3.0%	+30.0%	➖ noise