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Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	9f41fc3		1	Explore Profiling Data

Previous Runs (1)

Status	Commit	Job	Attempt	Link
🟢 Done	8eacbb6		1	Explore Profiling Data

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Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.979x ➖

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datafusion / vortex-file-compressed (0.979x ➖, 1↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	130775936	130289579	1.00
polarsignals_q01/datafusion:vortex-file-compressed	391140618	398791994	0.98
polarsignals_q02/datafusion:vortex-file-compressed	25447065	25910534	0.98
polarsignals_q03/datafusion:vortex-file-compressed	394151564	403596464	0.98
polarsignals_q04/datafusion:vortex-file-compressed	11608210	11535992	1.01
polarsignals_q05/datafusion:vortex-file-compressed	17223106	15885107	1.08
polarsignals_q06/datafusion:vortex-file-compressed	19509582	20850085	0.94
polarsignals_q07/datafusion:vortex-file-compressed 🚀	13319085	15900692	0.84
polarsignals_q08/datafusion:vortex-file-compressed	470894360	517307681	0.91
polarsignals_q09/datafusion:vortex-file-compressed	11284835	10283777	1.10

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +3.9%
Vortex (geomean): 1.071x ➖
Parquet (geomean): 1.026x ➖
Shifts: Parquet (control) +2.6% · Median polish +5.3%

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datafusion / vortex-file-compressed (1.061x ➖, 0↑ 2↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	55775901	48089435	1.16
tpch_q02/datafusion:vortex-file-compressed	36074245	33639228	1.07
tpch_q03/datafusion:vortex-file-compressed	29084223	27707108	1.05
tpch_q04/datafusion:vortex-file-compressed	19367347	18545267	1.04
tpch_q05/datafusion:vortex-file-compressed	60076032	56666577	1.06
tpch_q06/datafusion:vortex-file-compressed	10793343	10556852	1.02
tpch_q07/datafusion:vortex-file-compressed	70984860	66521859	1.07
tpch_q08/datafusion:vortex-file-compressed	51048776	48323664	1.06
tpch_q09/datafusion:vortex-file-compressed	60507725	58031498	1.04
tpch_q10/datafusion:vortex-file-compressed	47698074	46161348	1.03
tpch_q11/datafusion:vortex-file-compressed	19717316	18104294	1.09
tpch_q12/datafusion:vortex-file-compressed	25212513	23090428	1.09
tpch_q13/datafusion:vortex-file-compressed	28584263	28374331	1.01
tpch_q14/datafusion:vortex-file-compressed	17797768	16496243	1.08
tpch_q15/datafusion:vortex-file-compressed	25981837	25495531	1.02
tpch_q16/datafusion:vortex-file-compressed	26796225	25793407	1.04
tpch_q17/datafusion:vortex-file-compressed	73101474	67752462	1.08
tpch_q18/datafusion:vortex-file-compressed	87869087	82166211	1.07
tpch_q19/datafusion:vortex-file-compressed	23683698	23274432	1.02
tpch_q20/datafusion:vortex-file-compressed 🚨	35657020	32259651	1.11
tpch_q21/datafusion:vortex-file-compressed	80381192	75982831	1.06
tpch_q22/datafusion:vortex-file-compressed	17261866	15882664	1.09

datafusion / vortex-compact (1.076x ➖, 0↑ 5↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	63315807	55068604	1.15
tpch_q02/datafusion:vortex-compact	39971290	37803643	1.06
tpch_q03/datafusion:vortex-compact 🚨	36027293	31827055	1.13
tpch_q04/datafusion:vortex-compact 🚨	26467094	23449030	1.13
tpch_q05/datafusion:vortex-compact 🚨	64988068	56370229	1.15
tpch_q06/datafusion:vortex-compact	14005617	13705077	1.02
tpch_q07/datafusion:vortex-compact	77241858	70954957	1.09
tpch_q08/datafusion:vortex-compact	54531921	50015279	1.09
tpch_q09/datafusion:vortex-compact	66180317	62927543	1.05
tpch_q10/datafusion:vortex-compact	56863790	54855796	1.04
tpch_q11/datafusion:vortex-compact	21441619	20801208	1.03
tpch_q12/datafusion:vortex-compact	35581414	34843249	1.02
tpch_q13/datafusion:vortex-compact	37959560	36248335	1.05
tpch_q14/datafusion:vortex-compact	22534934	21694026	1.04
tpch_q15/datafusion:vortex-compact 🚨	39237861	34128916	1.15
tpch_q16/datafusion:vortex-compact	32644073	30339823	1.08
tpch_q17/datafusion:vortex-compact	76999224	71511042	1.08
tpch_q18/datafusion:vortex-compact	91729884	86093288	1.07
tpch_q19/datafusion:vortex-compact	35290321	32935283	1.07
tpch_q20/datafusion:vortex-compact	42295499	40038976	1.06
tpch_q21/datafusion:vortex-compact	96801234	88613345	1.09
tpch_q22/datafusion:vortex-compact	18384996	17283144	1.06

datafusion / parquet (1.028x ➖, 1↑ 4↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	123926423	136351260	0.91
tpch_q02/datafusion:parquet	71979355	72991438	0.99
tpch_q03/datafusion:parquet	82833052	84880085	0.98
tpch_q04/datafusion:parquet	51156910	48666823	1.05
tpch_q05/datafusion:parquet	108939580	107417663	1.01
tpch_q06/datafusion:parquet 🚀	36094066	44882875	0.80
tpch_q07/datafusion:parquet	121261343	116975064	1.04
tpch_q08/datafusion:parquet	109736820	107113901	1.02
tpch_q09/datafusion:parquet	149703520	138675224	1.08
tpch_q10/datafusion:parquet 🚨	131652681	119354119	1.10
tpch_q11/datafusion:parquet	50668943	49869621	1.02
tpch_q12/datafusion:parquet	98180295	96824803	1.01
tpch_q13/datafusion:parquet	230217732	211675807	1.09
tpch_q14/datafusion:parquet	48120893	51044166	0.94
tpch_q15/datafusion:parquet	77049206	71285008	1.08
tpch_q16/datafusion:parquet	55294471	52879612	1.05
tpch_q17/datafusion:parquet 🚨	174314617	135283759	1.29
tpch_q18/datafusion:parquet 🚨	188202145	169744646	1.11
tpch_q19/datafusion:parquet	86131216	92120164	0.93
tpch_q20/datafusion:parquet	83494926	81256526	1.03
tpch_q21/datafusion:parquet 🚨	162144489	147190241	1.10
tpch_q22/datafusion:parquet	38687972	36176420	1.07

datafusion / arrow (1.050x ➖, 1↑ 4↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	65211093	62036354	1.05
tpch_q02/datafusion:arrow	23495641	23142413	1.02
tpch_q03/datafusion:arrow	40393203	37901002	1.07
tpch_q04/datafusion:arrow 🚀	30909502	39330197	0.79
tpch_q05/datafusion:arrow	84600011	86338382	0.98
tpch_q06/datafusion:arrow	22588776	21961281	1.03
tpch_q07/datafusion:arrow	125244302	117713564	1.06
tpch_q08/datafusion:arrow	50655693	46104113	1.10
tpch_q09/datafusion:arrow 🚨	87470791	72849572	1.20
tpch_q10/datafusion:arrow 🚨	59717856	52410459	1.14
tpch_q11/datafusion:arrow	12062755	11857820	1.02
tpch_q12/datafusion:arrow	59122811	55395885	1.07
tpch_q13/datafusion:arrow	52059442	49838789	1.04
tpch_q14/datafusion:arrow 🚨	27498252	24097861	1.14
tpch_q15/datafusion:arrow 🚨	52252349	46656834	1.12
tpch_q16/datafusion:arrow	22345626	21271651	1.05
tpch_q17/datafusion:arrow	78260962	71888717	1.09
tpch_q18/datafusion:arrow	159849142	147324965	1.09
tpch_q19/datafusion:arrow	45608175	45457728	1.00
tpch_q20/datafusion:arrow	42362171	40355992	1.05
tpch_q21/datafusion:arrow	165333919	159333112	1.04
tpch_q22/datafusion:arrow	21417506	20522621	1.04

duckdb / vortex-file-compressed (1.097x ➖, 0↑ 10↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	34824729	33544780	1.04
tpch_q02/duckdb:vortex-file-compressed	30166765	29261504	1.03
tpch_q03/duckdb:vortex-file-compressed 🚨	32285781	27758024	1.16
tpch_q04/duckdb:vortex-file-compressed	31576320	30135446	1.05
tpch_q05/duckdb:vortex-file-compressed	36269118	33045990	1.10
tpch_q06/duckdb:vortex-file-compressed 🚨	11942964	10348278	1.15
tpch_q07/duckdb:vortex-file-compressed 🚨	42580929	36858123	1.16
tpch_q08/duckdb:vortex-file-compressed 🚨	45160374	40172321	1.12
tpch_q09/duckdb:vortex-file-compressed	87601015	80535242	1.09
tpch_q10/duckdb:vortex-file-compressed 🚨	40009595	35490791	1.13
tpch_q11/duckdb:vortex-file-compressed	17325414	16722123	1.04
tpch_q12/duckdb:vortex-file-compressed 🚨	25170301	22737587	1.11
tpch_q13/duckdb:vortex-file-compressed	41607679	38054811	1.09
tpch_q14/duckdb:vortex-file-compressed 🚨	24808222	21689272	1.14
tpch_q15/duckdb:vortex-file-compressed	17448976	16316799	1.07
tpch_q16/duckdb:vortex-file-compressed	33021565	30375746	1.09
tpch_q17/duckdb:vortex-file-compressed	27342897	25194641	1.09
tpch_q18/duckdb:vortex-file-compressed	51677871	50169404	1.03
tpch_q19/duckdb:vortex-file-compressed 🚨	37006581	31886988	1.16
tpch_q20/duckdb:vortex-file-compressed	36453134	34795195	1.05
tpch_q21/duckdb:vortex-file-compressed 🚨	119525958	103599873	1.15
tpch_q22/duckdb:vortex-file-compressed 🚨	20900995	18872079	1.11

duckdb / vortex-compact (1.052x ➖, 0↑ 3↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	41424279	40320453	1.03
tpch_q02/duckdb:vortex-compact	41061141	39192420	1.05
tpch_q03/duckdb:vortex-compact 🚨	36550191	33010833	1.11
tpch_q04/duckdb:vortex-compact	35594841	34172302	1.04
tpch_q05/duckdb:vortex-compact	40283964	38264796	1.05
tpch_q06/duckdb:vortex-compact 🚨	16454888	14246926	1.15
tpch_q07/duckdb:vortex-compact	45880648	44703219	1.03
tpch_q08/duckdb:vortex-compact	48521055	47116989	1.03
tpch_q09/duckdb:vortex-compact 🚨	102756724	91645649	1.12
tpch_q10/duckdb:vortex-compact	43513541	41093812	1.06
tpch_q11/duckdb:vortex-compact	21652847	20984012	1.03
tpch_q12/duckdb:vortex-compact	38744572	38018365	1.02
tpch_q13/duckdb:vortex-compact	48904338	47544990	1.03
tpch_q14/duckdb:vortex-compact	33719335	30995414	1.09
tpch_q15/duckdb:vortex-compact	20565173	19663430	1.05
tpch_q16/duckdb:vortex-compact	38744389	36840941	1.05
tpch_q17/duckdb:vortex-compact	33237038	31743726	1.05
tpch_q18/duckdb:vortex-compact	52178790	51757992	1.01
tpch_q19/duckdb:vortex-compact	40118824	37649436	1.07
tpch_q20/duckdb:vortex-compact	44326625	44955884	0.99
tpch_q21/duckdb:vortex-compact	122193585	113835660	1.07
tpch_q22/duckdb:vortex-compact	22131376	21235664	1.04

duckdb / parquet (1.023x ➖, 1↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	79211837	86600098	0.91
tpch_q02/duckdb:parquet	41945001	39544287	1.06
tpch_q03/duckdb:parquet	72510535	69763426	1.04
tpch_q04/duckdb:parquet	55459882	56749205	0.98
tpch_q05/duckdb:parquet	67591232	66617111	1.01
tpch_q06/duckdb:parquet	20935292	20592911	1.02
tpch_q07/duckdb:parquet	83070910	76253831	1.09
tpch_q08/duckdb:parquet	85929451	84203226	1.02
tpch_q09/duckdb:parquet 🚀	145984364	162258859	0.90
tpch_q10/duckdb:parquet	129998536	134187200	0.97
tpch_q11/duckdb:parquet	23375947	23100758	1.01
tpch_q12/duckdb:parquet	47242431	44700347	1.06
tpch_q13/duckdb:parquet	287491112	270037058	1.06
tpch_q14/duckdb:parquet	51004319	47846368	1.07
tpch_q15/duckdb:parquet	24992580	24442171	1.02
tpch_q16/duckdb:parquet	56391649	56454721	1.00
tpch_q17/duckdb:parquet	55930763	57915173	0.97
tpch_q18/duckdb:parquet	128765990	121310333	1.06
tpch_q19/duckdb:parquet 🚨	86099259	69464838	1.24
tpch_q20/duckdb:parquet	64230506	64118448	1.00
tpch_q21/duckdb:parquet	193814475	186322855	1.04
tpch_q22/duckdb:parquet	53963979	52604070	1.03

duckdb / duckdb (1.055x ➖, 0↑ 6↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16787162	15923670	1.05
tpch_q02/duckdb:duckdb 🚨	14194258	12190325	1.16
tpch_q03/duckdb:duckdb	19537471	18858003	1.04
tpch_q04/duckdb:duckdb	19395550	19723789	0.98
tpch_q05/duckdb:duckdb	21248632	20111549	1.06
tpch_q06/duckdb:duckdb	5800139	5311869	1.09
tpch_q07/duckdb:duckdb	23023100	23765566	0.97
tpch_q08/duckdb:duckdb	21289161	21943687	0.97
tpch_q09/duckdb:duckdb 🚨	62419008	54112225	1.15
tpch_q10/duckdb:duckdb 🚨	49964973	44713554	1.12
tpch_q11/duckdb:duckdb 🚨	6513324	5885520	1.11
tpch_q12/duckdb:duckdb	14307687	13690188	1.05
tpch_q13/duckdb:duckdb 🚨	40378624	36519846	1.11
tpch_q14/duckdb:duckdb	18784750	17976137	1.04
tpch_q15/duckdb:duckdb	12079435	11914845	1.01
tpch_q16/duckdb:duckdb 🚨	26297686	23652393	1.11
tpch_q17/duckdb:duckdb	14607508	13678941	1.07
tpch_q18/duckdb:duckdb	39868689	38998658	1.02
tpch_q19/duckdb:duckdb	29390418	27931479	1.05
tpch_q20/duckdb:duckdb	23163303	22810510	1.02
tpch_q21/duckdb:duckdb	59101700	55926653	1.06
tpch_q22/duckdb:duckdb	25574984	25357054	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+5.1%	-8.8%	+15.3%	+31.2%	➖ noise
1	datafusion:vortex-compact	+15.0%	-8.8%	+26.1%	+27.0%	➖ noise
1	datafusion:vortex-file-compressed	+16.0%	-8.8%	+27.2%	+29.1%	➖ noise
1	duckdb:duckdb	+5.4%	-8.8%	+15.6%	+31.7%	➖ noise
1	duckdb:vortex-compact	+2.7%	-8.8%	+12.7%	+27.1%	➖ noise
1	duckdb:vortex-file-compressed	+3.8%	-8.8%	+13.9%	+27.1%	➖ noise
2	datafusion:arrow	+1.5%	+2.3%	-0.7%	+13.7%	➖ noise
2	datafusion:vortex-compact	+5.7%	+2.3%	+3.4%	+13.7%	➖ noise
2	datafusion:vortex-file-compressed	+7.2%	+2.3%	+4.9%	+13.7%	➖ noise
2	duckdb:duckdb	+16.4%	+2.3%	+13.8%	+13.7%	🚨 regression
2	duckdb:vortex-compact	+4.8%	+2.3%	+2.4%	+13.7%	➖ noise
2	duckdb:vortex-file-compressed	+3.1%	+2.3%	+0.8%	+13.7%	➖ noise
3	datafusion:arrow	+6.6%	+0.7%	+5.8%	+23.0%	➖ noise
3	datafusion:vortex-compact	+13.2%	+0.7%	+12.4%	+13.7%	➖ noise
3	datafusion:vortex-file-compressed	+5.0%	+0.7%	+4.2%	+13.7%	➖ noise
3	duckdb:duckdb	+3.6%	+0.7%	+2.9%	+17.7%	➖ noise
3	duckdb:vortex-compact	+10.7%	+0.7%	+9.9%	+13.7%	➖ noise
3	duckdb:vortex-file-compressed	+16.3%	+0.7%	+15.5%	+15.6%	➖ noise
4	datafusion:arrow	-21.4%	+1.4%	-22.5%	+24.1%	✅ faster
4	datafusion:vortex-compact	+12.9%	+1.4%	+11.4%	+13.7%	➖ noise
4	datafusion:vortex-file-compressed	+4.4%	+1.4%	+3.0%	+13.7%	➖ noise
4	duckdb:duckdb	-1.7%	+1.4%	-3.0%	+13.7%	➖ noise
4	duckdb:vortex-compact	+4.2%	+1.4%	+2.8%	+13.7%	➖ noise
4	duckdb:vortex-file-compressed	+4.8%	+1.4%	+3.4%	+13.7%	➖ noise
5	datafusion:arrow	-2.0%	+1.4%	-3.4%	+14.3%	➖ noise
5	datafusion:vortex-compact	+15.3%	+1.4%	+13.7%	+13.7%	➖ noise
5	datafusion:vortex-file-compressed	+6.0%	+1.4%	+4.5%	+13.7%	➖ noise
5	duckdb:duckdb	+5.7%	+1.4%	+4.2%	+13.7%	➖ noise
5	duckdb:vortex-compact	+5.3%	+1.4%	+3.8%	+13.7%	➖ noise
5	duckdb:vortex-file-compressed	+9.8%	+1.4%	+8.2%	+13.7%	➖ noise
6	datafusion:arrow	+2.9%	-9.6%	+13.8%	+21.9%	➖ noise
6	datafusion:vortex-compact	+2.2%	-9.6%	+13.0%	+24.1%	➖ noise
6	datafusion:vortex-file-compressed	+2.2%	-9.6%	+13.1%	+23.6%	➖ noise
6	duckdb:duckdb	+9.2%	-9.6%	+20.8%	+27.3%	➖ noise
6	duckdb:vortex-compact	+15.5%	-9.6%	+27.7%	+24.8%	🚨 regression
6	duckdb:vortex-file-compressed	+15.4%	-9.6%	+27.6%	+25.1%	🚨 regression
7	datafusion:arrow	+6.4%	+6.3%	+0.1%	+13.7%	➖ noise
7	datafusion:vortex-compact	+8.9%	+6.3%	+2.4%	+13.7%	➖ noise
7	datafusion:vortex-file-compressed	+6.7%	+6.3%	+0.4%	+13.7%	➖ noise
7	duckdb:duckdb	-3.1%	+6.3%	-8.8%	+14.8%	➖ noise
7	duckdb:vortex-compact	+2.6%	+6.3%	-3.4%	+13.7%	➖ noise
7	duckdb:vortex-file-compressed	+15.5%	+6.3%	+8.7%	+13.7%	➖ noise
8	datafusion:arrow	+9.9%	+2.2%	+7.5%	+23.9%	➖ noise
8	datafusion:vortex-compact	+9.0%	+2.2%	+6.6%	+13.7%	➖ noise
8	datafusion:vortex-file-compressed	+5.6%	+2.2%	+3.3%	+13.7%	➖ noise
8	duckdb:duckdb	-3.0%	+2.2%	-5.1%	+17.0%	➖ noise
8	duckdb:vortex-compact	+3.0%	+2.2%	+0.7%	+13.7%	➖ noise
8	duckdb:vortex-file-compressed	+12.4%	+2.2%	+9.9%	+13.8%	➖ noise
9	datafusion:arrow	+20.1%	-1.4%	+21.8%	+16.6%	🚨 regression
9	datafusion:vortex-compact	+5.2%	-1.4%	+6.7%	+13.7%	➖ noise
9	datafusion:vortex-file-compressed	+4.3%	-1.4%	+5.8%	+13.7%	➖ noise
9	duckdb:duckdb	+15.4%	-1.4%	+17.0%	+13.7%	🚨 regression
9	duckdb:vortex-compact	+12.1%	-1.4%	+13.8%	+13.7%	🚨 regression
9	duckdb:vortex-file-compressed	+8.8%	-1.4%	+10.4%	+13.7%	➖ noise
10	datafusion:arrow	+13.9%	+3.4%	+10.2%	+13.7%	➖ noise
10	datafusion:vortex-compact	+3.7%	+3.4%	+0.3%	+13.7%	➖ noise
10	datafusion:vortex-file-compressed	+3.3%	+3.4%	-0.0%	+13.7%	➖ noise
10	duckdb:duckdb	+11.7%	+3.4%	+8.1%	+13.9%	➖ noise
10	duckdb:vortex-compact	+5.9%	+3.4%	+2.4%	+13.7%	➖ noise
10	duckdb:vortex-file-compressed	+12.7%	+3.4%	+9.1%	+13.7%	➖ noise
11	datafusion:arrow	+1.7%	+1.4%	+0.3%	+13.7%	➖ noise
11	datafusion:vortex-compact	+3.1%	+1.4%	+1.7%	+13.7%	➖ noise
11	datafusion:vortex-file-compressed	+8.9%	+1.4%	+7.4%	+13.7%	➖ noise
11	duckdb:duckdb	+10.7%	+1.4%	+9.1%	+16.0%	➖ noise
11	duckdb:vortex-compact	+3.2%	+1.4%	+1.8%	+13.7%	➖ noise
11	duckdb:vortex-file-compressed	+3.6%	+1.4%	+2.2%	+16.3%	➖ noise
12	datafusion:arrow	+6.7%	+3.5%	+3.1%	+13.7%	➖ noise
12	datafusion:vortex-compact	+2.1%	+3.5%	-1.4%	+13.7%	➖ noise
12	datafusion:vortex-file-compressed	+9.2%	+3.5%	+5.5%	+13.7%	➖ noise
12	duckdb:duckdb	+4.5%	+3.5%	+1.0%	+13.7%	➖ noise
12	duckdb:vortex-compact	+1.9%	+3.5%	-1.6%	+13.7%	➖ noise
12	duckdb:vortex-file-compressed	+10.7%	+3.5%	+6.9%	+13.7%	➖ noise
13	datafusion:arrow	+4.5%	+7.6%	-2.9%	+13.7%	➖ noise
13	datafusion:vortex-compact	+4.7%	+7.6%	-2.7%	+13.7%	➖ noise
13	datafusion:vortex-file-compressed	+0.7%	+7.6%	-6.4%	+13.7%	➖ noise
13	duckdb:duckdb	+10.6%	+7.6%	+2.8%	+21.9%	➖ noise
13	duckdb:vortex-compact	+2.9%	+7.6%	-4.4%	+13.7%	➖ noise
13	duckdb:vortex-file-compressed	+9.3%	+7.6%	+1.6%	+13.7%	➖ noise
14	datafusion:arrow	+14.1%	+0.2%	+13.8%	+13.7%	🚨 regression
14	datafusion:vortex-compact	+3.9%	+0.2%	+3.6%	+13.7%	➖ noise
14	datafusion:vortex-file-compressed	+7.9%	+0.2%	+7.6%	+13.7%	➖ noise
14	duckdb:duckdb	+4.5%	+0.2%	+4.2%	+17.8%	➖ noise
14	duckdb:vortex-compact	+8.8%	+0.2%	+8.5%	+13.7%	➖ noise
14	duckdb:vortex-file-compressed	+14.4%	+0.2%	+14.1%	+14.5%	➖ noise
15	datafusion:arrow	+12.0%	+5.1%	+6.5%	+17.6%	➖ noise
15	datafusion:vortex-compact	+15.0%	+5.1%	+9.4%	+18.6%	➖ noise
15	datafusion:vortex-file-compressed	+1.9%	+5.1%	-3.1%	+20.3%	➖ noise
15	duckdb:duckdb	+1.4%	+5.1%	-3.6%	+20.1%	➖ noise
15	duckdb:vortex-compact	+4.6%	+5.1%	-0.5%	+17.1%	➖ noise
15	duckdb:vortex-file-compressed	+6.9%	+5.1%	+1.7%	+20.0%	➖ noise
16	datafusion:arrow	+5.0%	+2.2%	+2.8%	+13.7%	➖ noise
16	datafusion:vortex-compact	+7.6%	+2.2%	+5.3%	+13.7%	➖ noise
16	datafusion:vortex-file-compressed	+3.9%	+2.2%	+1.7%	+13.7%	➖ noise
16	duckdb:duckdb	+11.2%	+2.2%	+8.8%	+13.7%	➖ noise
16	duckdb:vortex-compact	+5.2%	+2.2%	+2.9%	+13.7%	➖ noise
16	duckdb:vortex-file-compressed	+8.7%	+2.2%	+6.4%	+13.7%	➖ noise
17	datafusion:arrow	+8.9%	+11.6%	-2.4%	+14.1%	➖ noise
17	datafusion:vortex-compact	+7.7%	+11.6%	-3.5%	+19.7%	➖ noise
17	datafusion:vortex-file-compressed	+7.9%	+11.6%	-3.3%	+19.0%	➖ noise
17	duckdb:duckdb	+6.8%	+11.6%	-4.3%	+15.9%	➖ noise
17	duckdb:vortex-compact	+4.7%	+11.6%	-6.1%	+17.8%	➖ noise
17	duckdb:vortex-file-compressed	+8.5%	+11.6%	-2.7%	+20.0%	➖ noise
18	datafusion:arrow	+8.5%	+8.5%	+0.0%	+13.7%	➖ noise
18	datafusion:vortex-compact	+6.5%	+8.5%	-1.8%	+13.7%	➖ noise
18	datafusion:vortex-file-compressed	+6.9%	+8.5%	-1.4%	+13.7%	➖ noise
18	duckdb:duckdb	+2.2%	+8.5%	-5.8%	+13.7%	➖ noise
18	duckdb:vortex-compact	+0.8%	+8.5%	-7.1%	+13.7%	➖ noise
18	duckdb:vortex-file-compressed	+3.0%	+8.5%	-5.0%	+13.7%	➖ noise
19	datafusion:arrow	+0.3%	+7.7%	-6.8%	+15.7%	➖ noise
19	datafusion:vortex-compact	+7.2%	+7.7%	-0.5%	+15.8%	➖ noise
19	datafusion:vortex-file-compressed	+1.8%	+7.7%	-5.5%	+17.2%	➖ noise
19	duckdb:duckdb	+5.2%	+7.7%	-2.3%	+20.7%	➖ noise
19	duckdb:vortex-compact	+6.6%	+7.7%	-1.0%	+16.1%	➖ noise
19	duckdb:vortex-file-compressed	+16.1%	+7.7%	+7.8%	+16.5%	➖ noise
20	datafusion:arrow	+5.0%	+1.5%	+3.5%	+13.7%	➖ noise
20	datafusion:vortex-compact	+5.6%	+1.5%	+4.1%	+13.7%	➖ noise
20	datafusion:vortex-file-compressed	+10.5%	+1.5%	+8.9%	+13.7%	➖ noise
20	duckdb:duckdb	+1.5%	+1.5%	+0.1%	+13.7%	➖ noise
20	duckdb:vortex-compact	-1.4%	+1.5%	-2.8%	+15.2%	➖ noise
20	duckdb:vortex-file-compressed	+4.8%	+1.5%	+3.3%	+18.2%	➖ noise
21	datafusion:arrow	+3.8%	+7.0%	-3.1%	+13.7%	➖ noise
21	datafusion:vortex-compact	+9.2%	+7.0%	+2.0%	+13.7%	➖ noise
21	datafusion:vortex-file-compressed	+5.8%	+7.0%	-1.2%	+13.7%	➖ noise
21	duckdb:duckdb	+5.7%	+7.0%	-1.3%	+13.7%	➖ noise
21	duckdb:vortex-compact	+7.3%	+7.0%	+0.3%	+13.7%	➖ noise
21	duckdb:vortex-file-compressed	+15.4%	+7.0%	+7.8%	+13.7%	➖ noise
22	datafusion:arrow	+4.4%	+4.7%	-0.4%	+13.7%	➖ noise
22	datafusion:vortex-compact	+6.4%	+4.7%	+1.6%	+13.7%	➖ noise
22	datafusion:vortex-file-compressed	+8.7%	+4.7%	+3.8%	+13.7%	➖ noise
22	duckdb:duckdb	+0.9%	+4.7%	-3.7%	+16.1%	➖ noise
22	duckdb:vortex-compact	+4.2%	+4.7%	-0.5%	+13.7%	➖ noise
22	duckdb:vortex-file-compressed	+10.8%	+4.7%	+5.7%	+13.7%	➖ noise

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -4.4%
Vortex (geomean): 0.913x ➖
Parquet (geomean): 0.955x ➖
Shifts: Parquet (control) -4.5% · Median polish -6.9%

---

datafusion / vortex-file-compressed (0.967x ➖, 1↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	4448405	5513012	0.81
fineweb_q01/datafusion:vortex-file-compressed	27723834	27082394	1.02
fineweb_q02/datafusion:vortex-file-compressed	25240743	26496343	0.95
fineweb_q03/datafusion:vortex-file-compressed	74003270	77812830	0.95
fineweb_q04/datafusion:vortex-file-compressed	257842889	251763585	1.02
fineweb_q05/datafusion:vortex-file-compressed	228305099	229781346	0.99
fineweb_q06/datafusion:vortex-file-compressed	65495340	67060612	0.98
fineweb_q07/datafusion:vortex-file-compressed	67295267	71307468	0.94
fineweb_q08/datafusion:vortex-file-compressed	27209948	25932133	1.05

datafusion / vortex-compact (0.973x ➖, 1↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	4889029	5127830	0.95
fineweb_q01/datafusion:vortex-compact	162868550	162700190	1.00
fineweb_q02/datafusion:vortex-compact	162540822	165003576	0.99
fineweb_q03/datafusion:vortex-compact	1465492489	1447287166	1.01
fineweb_q04/datafusion:vortex-compact	1623973340	1571190558	1.03
fineweb_q05/datafusion:vortex-compact	1264404568	1240521646	1.02
fineweb_q06/datafusion:vortex-compact	712099521	716412557	0.99
fineweb_q07/datafusion:vortex-compact	755402158	762519641	0.99
fineweb_q08/datafusion:vortex-compact 🚀	24427043	30944479	0.79

datafusion / parquet (0.999x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6271656	6296873	1.00
fineweb_q01/datafusion:parquet	270637968	272973824	0.99
fineweb_q02/datafusion:parquet	267124001	276060747	0.97
fineweb_q03/datafusion:parquet	272465684	268221888	1.02
fineweb_q04/datafusion:parquet	284567713	280432768	1.01
fineweb_q05/datafusion:parquet	284077276	278250826	1.02
fineweb_q06/datafusion:parquet	275395804	279396204	0.99
fineweb_q07/datafusion:parquet	269531967	266798743	1.01
fineweb_q08/datafusion:parquet	263653434	266843659	0.99

duckdb / vortex-file-compressed (0.856x ✅, 7↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚀	3346638	4546282	0.74
fineweb_q01/duckdb:vortex-file-compressed 🚀	29055926	33194250	0.88
fineweb_q02/duckdb:vortex-file-compressed 🚀	28018817	33421441	0.84
fineweb_q03/duckdb:vortex-file-compressed 🚀	163108151	192262580	0.85
fineweb_q04/duckdb:vortex-file-compressed 🚀	234135232	260209071	0.90
fineweb_q05/duckdb:vortex-file-compressed	224123445	244052925	0.92
fineweb_q06/duckdb:vortex-file-compressed 🚀	70984970	82209372	0.86
fineweb_q07/duckdb:vortex-file-compressed	71770858	77627207	0.92
fineweb_q08/duckdb:vortex-file-compressed 🚀	24091945	29564763	0.81

duckdb / vortex-compact (0.864x ✅, 7↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4574633	4904535	0.93
fineweb_q01/duckdb:vortex-compact 🚀	112162758	126635006	0.89
fineweb_q02/duckdb:vortex-compact 🚀	115058567	142462342	0.81
fineweb_q03/duckdb:vortex-compact 🚀	886812612	1075927339	0.82
fineweb_q04/duckdb:vortex-compact 🚀	938637646	1114496031	0.84
fineweb_q05/duckdb:vortex-compact 🚀	851133380	995115019	0.86
fineweb_q06/duckdb:vortex-compact 🚀	483020577	565703053	0.85
fineweb_q07/duckdb:vortex-compact 🚀	491593830	598176872	0.82
fineweb_q08/duckdb:vortex-compact	24991726	25810784	0.97

duckdb / parquet (0.914x ➖, 5↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	37654513	37806312	1.00
fineweb_q01/duckdb:parquet	97492913	99840579	0.98
fineweb_q02/duckdb:parquet	103393122	105580887	0.98
fineweb_q03/duckdb:parquet	319356449	323059131	0.99
fineweb_q04/duckdb:parquet 🚀	447528874	508405660	0.88
fineweb_q05/duckdb:parquet 🚀	419054180	472879811	0.89
fineweb_q06/duckdb:parquet 🚀	206217709	234287255	0.88
fineweb_q07/duckdb:parquet 🚀	217310277	245589552	0.88
fineweb_q08/duckdb:parquet 🚀	57249939	73889827	0.77

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-4.7%	-0.4%	-4.3%	+38.7%	➖ noise
0	datafusion:vortex-file-compressed	-19.3%	-0.4%	-19.0%	+54.4%	➖ noise
0	duckdb:vortex-compact	-6.7%	-0.4%	-6.4%	+34.7%	➖ noise
0	duckdb:vortex-file-compressed	-26.4%	-0.4%	-26.1%	+49.2%	➖ noise
1	datafusion:vortex-compact	+0.1%	-1.6%	+1.7%	+11.3%	➖ noise
1	datafusion:vortex-file-compressed	+2.4%	-1.6%	+4.0%	+13.2%	➖ noise
1	duckdb:vortex-compact	-11.4%	-1.6%	-10.0%	+18.6%	➖ noise
1	duckdb:vortex-file-compressed	-12.5%	-1.6%	-11.0%	+37.9%	➖ noise
2	datafusion:vortex-compact	-1.5%	-2.7%	+1.2%	+11.3%	➖ noise
2	datafusion:vortex-file-compressed	-4.7%	-2.7%	-2.1%	+17.2%	➖ noise
2	duckdb:vortex-compact	-19.2%	-2.7%	-17.0%	+18.5%	✅ faster
2	duckdb:vortex-file-compressed	-16.2%	-2.7%	-13.9%	+17.4%	➖ noise
3	datafusion:vortex-compact	+1.3%	+0.2%	+1.0%	+11.3%	➖ noise
3	datafusion:vortex-file-compressed	-4.9%	+0.2%	-5.1%	+16.0%	➖ noise
3	duckdb:vortex-compact	-17.6%	+0.2%	-17.7%	+11.3%	✅ faster
3	duckdb:vortex-file-compressed	-15.2%	+0.2%	-15.3%	+28.4%	➖ noise
4	datafusion:vortex-compact	+3.4%	-5.5%	+9.4%	+11.3%	➖ noise
4	datafusion:vortex-file-compressed	+2.4%	-5.5%	+8.4%	+11.3%	➖ noise
4	duckdb:vortex-compact	-15.8%	-5.5%	-10.9%	+11.3%	✅ faster
4	duckdb:vortex-file-compressed	-10.0%	-5.5%	-4.8%	+11.3%	➖ noise
5	datafusion:vortex-compact	+1.9%	-4.9%	+7.2%	+11.3%	➖ noise
5	datafusion:vortex-file-compressed	-0.6%	-4.9%	+4.5%	+11.3%	➖ noise
5	duckdb:vortex-compact	-14.5%	-4.9%	-10.1%	+11.3%	➖ noise
5	duckdb:vortex-file-compressed	-8.2%	-4.9%	-3.5%	+11.3%	➖ noise
6	datafusion:vortex-compact	-0.6%	-6.9%	+6.7%	+11.3%	➖ noise
6	datafusion:vortex-file-compressed	-2.3%	-6.9%	+4.9%	+25.1%	➖ noise
6	duckdb:vortex-compact	-14.6%	-6.9%	-8.3%	+11.3%	➖ noise
6	duckdb:vortex-file-compressed	-13.7%	-6.9%	-7.3%	+13.5%	➖ noise
7	datafusion:vortex-compact	-0.9%	-5.5%	+4.8%	+11.3%	➖ noise
7	datafusion:vortex-file-compressed	-5.6%	-5.5%	-0.2%	+11.3%	➖ noise
7	duckdb:vortex-compact	-17.8%	-5.5%	-13.1%	+11.3%	✅ faster
7	duckdb:vortex-file-compressed	-7.5%	-5.5%	-2.2%	+11.4%	➖ noise
8	datafusion:vortex-compact	-21.1%	-12.5%	-9.8%	+26.7%	➖ noise
8	datafusion:vortex-file-compressed	+4.9%	-12.5%	+19.9%	+25.0%	➖ noise
8	duckdb:vortex-compact	-3.2%	-12.5%	+10.7%	+16.7%	➖ noise
8	duckdb:vortex-file-compressed	-18.5%	-12.5%	-6.9%	+20.3%	➖ noise

[codspeed-hq]

Merging this PR will degrade performance by 29.42%

❌ 3 regressed benchmarks
✅ 1119 untouched benchmarks
⏩ 1530 skipped benchmarks¹

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	Simulation	take_map[(0.1, 0.5)]	978.8 µs	1,209.5 µs	-19.08%
❌	Simulation	take_map[(0.1, 1.0)]	1.6 ms	2.3 ms	-29.42%
❌	Simulation	take_map[(0.1, 0.05)]	381.4 µs	424.2 µs	-10.08%

---

_{Comparing adamg/unify-benchmark-build (9f41fc3) with develop (b2a5a70)}

Footnotes

1. 1530 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.7%
Vortex (geomean): 1.014x ➖
Parquet (geomean): 0.992x ➖
Shifts: Parquet (control) -0.8% · Median polish +1.1%

---

datafusion / vortex-file-compressed (1.011x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	27617774	27628788	1.00
tpcds_q02/datafusion:vortex-file-compressed	52043928	53953422	0.96
tpcds_q03/datafusion:vortex-file-compressed	21216109	20909606	1.01
tpcds_q04/datafusion:vortex-file-compressed	293753033	290904066	1.01
tpcds_q05/datafusion:vortex-file-compressed	56590841	54606008	1.04
tpcds_q06/datafusion:vortex-file-compressed	53116526	50491908	1.05
tpcds_q07/datafusion:vortex-file-compressed	51249830	50608540	1.01
tpcds_q08/datafusion:vortex-file-compressed	37657449	37325934	1.01
tpcds_q09/datafusion:vortex-file-compressed	56541702	54675342	1.03
tpcds_q10/datafusion:vortex-file-compressed	47385310	47335078	1.00
tpcds_q11/datafusion:vortex-file-compressed	168589624	167535858	1.01
tpcds_q12/datafusion:vortex-file-compressed	22618672	23687017	0.95
tpcds_q13/datafusion:vortex-file-compressed	61194539	62262470	0.98
tpcds_q14/datafusion:vortex-file-compressed	203143288	201464874	1.01
tpcds_q15/datafusion:vortex-file-compressed	34707894	34174865	1.02
tpcds_q16/datafusion:vortex-file-compressed	29420997	29816161	0.99
tpcds_q17/datafusion:vortex-file-compressed	68248584	66726567	1.02
tpcds_q18/datafusion:vortex-file-compressed	79162786	77616054	1.02
tpcds_q19/datafusion:vortex-file-compressed	32297248	31695817	1.02
tpcds_q20/datafusion:vortex-file-compressed	25354864	25209873	1.01
tpcds_q21/datafusion:vortex-file-compressed	135029207	139747475	0.97
tpcds_q22/datafusion:vortex-file-compressed	57448525	57971208	0.99
tpcds_q23/datafusion:vortex-file-compressed	150498524	150270267	1.00
tpcds_q24/datafusion:vortex-file-compressed	115112214	112231944	1.03
tpcds_q25/datafusion:vortex-file-compressed	67936102	69209645	0.98
tpcds_q26/datafusion:vortex-file-compressed	37164083	36663991	1.01
tpcds_q27/datafusion:vortex-file-compressed	121777753	120849145	1.01
tpcds_q28/datafusion:vortex-file-compressed	48964796	49814446	0.98
tpcds_q29/datafusion:vortex-file-compressed	68271251	66910691	1.02
tpcds_q30/datafusion:vortex-file-compressed	31890577	31379126	1.02
tpcds_q31/datafusion:vortex-file-compressed	99972082	100066556	1.00
tpcds_q32/datafusion:vortex-file-compressed	22018796	21113426	1.04
tpcds_q33/datafusion:vortex-file-compressed	39567641	39132442	1.01
tpcds_q34/datafusion:vortex-file-compressed	34287964	33437117	1.03
tpcds_q35/datafusion:vortex-file-compressed	57536307	58923436	0.98
tpcds_q36/datafusion:vortex-file-compressed	75391408	75916165	0.99
tpcds_q37/datafusion:vortex-file-compressed	35537006	33946292	1.05
tpcds_q38/datafusion:vortex-file-compressed	54792376	53419059	1.03
tpcds_q39/datafusion:vortex-file-compressed	150053106	148141990	1.01
tpcds_q40/datafusion:vortex-file-compressed	53504169	52079552	1.03
tpcds_q41/datafusion:vortex-file-compressed	18669167	18028067	1.04
tpcds_q42/datafusion:vortex-file-compressed	19792161	18625101	1.06
tpcds_q43/datafusion:vortex-file-compressed	33407996	31036354	1.08
tpcds_q44/datafusion:vortex-file-compressed	47687530	45799373	1.04
tpcds_q45/datafusion:vortex-file-compressed	33657104	33627684	1.00
tpcds_q46/datafusion:vortex-file-compressed	50481282	49876742	1.01
tpcds_q47/datafusion:vortex-file-compressed	205015459	203017835	1.01
tpcds_q48/datafusion:vortex-file-compressed	48887221	48929131	1.00
tpcds_q49/datafusion:vortex-file-compressed	68822378	71263596	0.97
tpcds_q50/datafusion:vortex-file-compressed	46868768	46219912	1.01
tpcds_q51/datafusion:vortex-file-compressed	91842316	91477498	1.00
tpcds_q52/datafusion:vortex-file-compressed	19360481	20071260	0.96
tpcds_q53/datafusion:vortex-file-compressed	26567319	27574082	0.96
tpcds_q54/datafusion:vortex-file-compressed	46834996	46539730	1.01
tpcds_q55/datafusion:vortex-file-compressed	18770369	19128493	0.98
tpcds_q56/datafusion:vortex-file-compressed	41008687	40709527	1.01
tpcds_q57/datafusion:vortex-file-compressed	127793860	125598561	1.02
tpcds_q58/datafusion:vortex-file-compressed	70780846	70650630	1.00
tpcds_q59/datafusion:vortex-file-compressed	74479805	73902303	1.01
tpcds_q60/datafusion:vortex-file-compressed	43052233	42158234	1.02
tpcds_q61/datafusion:vortex-file-compressed	52309756	52368113	1.00
tpcds_q62/datafusion:vortex-file-compressed	31885387	31614631	1.01
tpcds_q63/datafusion:vortex-file-compressed	27063741	26929013	1.01
tpcds_q64/datafusion:vortex-file-compressed	475342128	468807530	1.01
tpcds_q65/datafusion:vortex-file-compressed	50618556	49023051	1.03
tpcds_q66/datafusion:vortex-file-compressed	93404151	91503604	1.02
tpcds_q67/datafusion:vortex-file-compressed	116409333	122328171	0.95
tpcds_q68/datafusion:vortex-file-compressed	49068101	48462786	1.01
tpcds_q69/datafusion:vortex-file-compressed	46435793	45427753	1.02
tpcds_q70/datafusion:vortex-file-compressed	111905557	110232027	1.02
tpcds_q71/datafusion:vortex-file-compressed	33379064	32215425	1.04
tpcds_q72/datafusion:vortex-file-compressed	2598281921	2557317446	1.02
tpcds_q73/datafusion:vortex-file-compressed	36498102	35616043	1.02
tpcds_q74/datafusion:vortex-file-compressed	117651813	115194339	1.02
tpcds_q75/datafusion:vortex-file-compressed	123013351	117250151	1.05
tpcds_q76/datafusion:vortex-file-compressed	36166462	34815141	1.04
tpcds_q77/datafusion:vortex-file-compressed	52160455	51188075	1.02
tpcds_q78/datafusion:vortex-file-compressed	126097933	123724012	1.02
tpcds_q79/datafusion:vortex-file-compressed	39732713	40179978	0.99
tpcds_q80/datafusion:vortex-file-compressed	113567810	116011279	0.98
tpcds_q81/datafusion:vortex-file-compressed	36935139	35663158	1.04
tpcds_q82/datafusion:vortex-file-compressed	35758970	35803364	1.00
tpcds_q83/datafusion:vortex-file-compressed	50712824	49102451	1.03
tpcds_q84/datafusion:vortex-file-compressed	15670658	15182012	1.03
tpcds_q85/datafusion:vortex-file-compressed	102598736	100581236	1.02
tpcds_q86/datafusion:vortex-file-compressed	19878589	18438204	1.08
tpcds_q87/datafusion:vortex-file-compressed	55157321	54597769	1.01
tpcds_q88/datafusion:vortex-file-compressed	83770715	83165213	1.01
tpcds_q89/datafusion:vortex-file-compressed	36599745	36902721	0.99
tpcds_q90/datafusion:vortex-file-compressed	18595711	18256483	1.02
tpcds_q91/datafusion:vortex-file-compressed	26346687	24715371	1.07
tpcds_q92/datafusion:vortex-file-compressed	18924627	18984718	1.00
tpcds_q93/datafusion:vortex-file-compressed	34278675	34613839	0.99
tpcds_q94/datafusion:vortex-file-compressed	24782945	26142551	0.95
tpcds_q95/datafusion:vortex-file-compressed	63283761	60826555	1.04
tpcds_q96/datafusion:vortex-file-compressed	18739049	18981720	0.99
tpcds_q97/datafusion:vortex-file-compressed	32966385	32215856	1.02
tpcds_q98/datafusion:vortex-file-compressed	33367059	32511073	1.03
tpcds_q99/datafusion:vortex-file-compressed	44529805	45393273	0.98

datafusion / vortex-compact (1.009x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	37402055	37396752	1.00
tpcds_q02/datafusion:vortex-compact	58283344	57425383	1.01
tpcds_q03/datafusion:vortex-compact	25754058	25836090	1.00
tpcds_q04/datafusion:vortex-compact	329848220	326371472	1.01
tpcds_q05/datafusion:vortex-compact	64995519	63585328	1.02
tpcds_q06/datafusion:vortex-compact	55496817	56586016	0.98
tpcds_q07/datafusion:vortex-compact	66235684	67344170	0.98
tpcds_q08/datafusion:vortex-compact	45724064	45285444	1.01
tpcds_q09/datafusion:vortex-compact	101397018	101952251	0.99
tpcds_q10/datafusion:vortex-compact	62946589	62649389	1.00
tpcds_q11/datafusion:vortex-compact	187971131	184988772	1.02
tpcds_q12/datafusion:vortex-compact	25412904	25139814	1.01
tpcds_q13/datafusion:vortex-compact	128540370	128563153	1.00
tpcds_q14/datafusion:vortex-compact	254320534	246843864	1.03
tpcds_q15/datafusion:vortex-compact	39603882	38678778	1.02
tpcds_q16/datafusion:vortex-compact	40138106	38554946	1.04
tpcds_q17/datafusion:vortex-compact	95798524	92397819	1.04
tpcds_q18/datafusion:vortex-compact	95195431	93739623	1.02
tpcds_q19/datafusion:vortex-compact	42611532	42194217	1.01
tpcds_q20/datafusion:vortex-compact	29958394	29158214	1.03
tpcds_q21/datafusion:vortex-compact	141765023	144409761	0.98
tpcds_q22/datafusion:vortex-compact	64459097	64163993	1.00
tpcds_q23/datafusion:vortex-compact	181507712	182923213	0.99
tpcds_q24/datafusion:vortex-compact	140289445	135532738	1.04
tpcds_q25/datafusion:vortex-compact	94210558	92960085	1.01
tpcds_q26/datafusion:vortex-compact	46257077	49406390	0.94
tpcds_q27/datafusion:vortex-compact	158476620	165075037	0.96
tpcds_q28/datafusion:vortex-compact	99456433	98315007	1.01
tpcds_q29/datafusion:vortex-compact	94415579	98218459	0.96
tpcds_q30/datafusion:vortex-compact	36883345	38225605	0.96
tpcds_q31/datafusion:vortex-compact	124862052	123286376	1.01
tpcds_q32/datafusion:vortex-compact	27206172	26605637	1.02
tpcds_q33/datafusion:vortex-compact	52631826	51638401	1.02
tpcds_q34/datafusion:vortex-compact	49705568	47732101	1.04
tpcds_q35/datafusion:vortex-compact	68496370	67326465	1.02
tpcds_q36/datafusion:vortex-compact	97583981	95457622	1.02
tpcds_q37/datafusion:vortex-compact	47368825	46616514	1.02
tpcds_q38/datafusion:vortex-compact	64903188	65152996	1.00
tpcds_q39/datafusion:vortex-compact	156398228	156812691	1.00
tpcds_q40/datafusion:vortex-compact	57735792	59672312	0.97
tpcds_q41/datafusion:vortex-compact	21309848	20086546	1.06
tpcds_q42/datafusion:vortex-compact	25256978	25115923	1.01
tpcds_q43/datafusion:vortex-compact	38930394	38446122	1.01
tpcds_q44/datafusion:vortex-compact	77242028	75799092	1.02
tpcds_q45/datafusion:vortex-compact	37522321	36417510	1.03
tpcds_q46/datafusion:vortex-compact	69042094	69608744	0.99
tpcds_q47/datafusion:vortex-compact	226895904	221329511	1.03
tpcds_q48/datafusion:vortex-compact	97771831	98192024	1.00
tpcds_q49/datafusion:vortex-compact	97279921	95605888	1.02
tpcds_q50/datafusion:vortex-compact	62022789	61087113	1.02
tpcds_q51/datafusion:vortex-compact	97532607	96138248	1.01
tpcds_q52/datafusion:vortex-compact	24332675	25733549	0.95
tpcds_q53/datafusion:vortex-compact	34832947	34356764	1.01
tpcds_q54/datafusion:vortex-compact	58210820	56443192	1.03
tpcds_q55/datafusion:vortex-compact	25393336	23802319	1.07
tpcds_q56/datafusion:vortex-compact	53518798	53126261	1.01
tpcds_q57/datafusion:vortex-compact	145805989	135602358	1.08
tpcds_q58/datafusion:vortex-compact	77856554	76189581	1.02
tpcds_q59/datafusion:vortex-compact	85943302	85366754	1.01
tpcds_q60/datafusion:vortex-compact	54457236	53250080	1.02
tpcds_q61/datafusion:vortex-compact	70886065	71531272	0.99
tpcds_q62/datafusion:vortex-compact	32342053	32274869	1.00
tpcds_q63/datafusion:vortex-compact	34983270	35585342	0.98
tpcds_q64/datafusion:vortex-compact	539552085	531310676	1.02
tpcds_q65/datafusion:vortex-compact	65436222	64033890	1.02
tpcds_q66/datafusion:vortex-compact	95640705	97823929	0.98
tpcds_q67/datafusion:vortex-compact	127879069	125196286	1.02
tpcds_q68/datafusion:vortex-compact	69162087	68497915	1.01
tpcds_q69/datafusion:vortex-compact	58997689	59094820	1.00
tpcds_q70/datafusion:vortex-compact	127253146	120687472	1.05
tpcds_q71/datafusion:vortex-compact	44370909	45089864	0.98
tpcds_q72/datafusion:vortex-compact	2619375074	2574920478	1.02
tpcds_q73/datafusion:vortex-compact	48115419	47513228	1.01
tpcds_q74/datafusion:vortex-compact	132537349	135562355	0.98
tpcds_q75/datafusion:vortex-compact	163995747	163266365	1.00
tpcds_q76/datafusion:vortex-compact	51976245	50929622	1.02
tpcds_q77/datafusion:vortex-compact	67328388	65892398	1.02
tpcds_q78/datafusion:vortex-compact	147691118	146058037	1.01
tpcds_q79/datafusion:vortex-compact	57523885	58524266	0.98
tpcds_q80/datafusion:vortex-compact	131390140	129306101	1.02
tpcds_q81/datafusion:vortex-compact	42534361	42412942	1.00
tpcds_q82/datafusion:vortex-compact	48874590	47727599	1.02
tpcds_q83/datafusion:vortex-compact	59471964	58887561	1.01
tpcds_q84/datafusion:vortex-compact	18634205	18472924	1.01
tpcds_q85/datafusion:vortex-compact	126838064	124037577	1.02
tpcds_q86/datafusion:vortex-compact	20470562	20071108	1.02
tpcds_q87/datafusion:vortex-compact	65706610	65080162	1.01
tpcds_q88/datafusion:vortex-compact	133792016	131539054	1.02
tpcds_q89/datafusion:vortex-compact	44420222	44282731	1.00
tpcds_q90/datafusion:vortex-compact	24357491	24331148	1.00
tpcds_q91/datafusion:vortex-compact	40941483	40474525	1.01
tpcds_q92/datafusion:vortex-compact	20610352	20386676	1.01
tpcds_q93/datafusion:vortex-compact	46867754	47141755	0.99
tpcds_q94/datafusion:vortex-compact	31954944	31338764	1.02
tpcds_q95/datafusion:vortex-compact	73943694	71195845	1.04
tpcds_q96/datafusion:vortex-compact	26086253	26415813	0.99
tpcds_q97/datafusion:vortex-compact	41714083	40777892	1.02
tpcds_q98/datafusion:vortex-compact	37656582	37857710	0.99
tpcds_q99/datafusion:vortex-compact	50479696	51373227	0.98

datafusion / parquet (0.979x ➖, 7↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	37319333	36145891	1.03
tpcds_q02/datafusion:parquet	45844128	46552284	0.98
tpcds_q03/datafusion:parquet	14868594	16237484	0.92
tpcds_q04/datafusion:parquet 🚀	310338344	352062813	0.88
tpcds_q05/datafusion:parquet	56578178	53813014	1.05
tpcds_q06/datafusion:parquet	64919455	65682086	0.99
tpcds_q07/datafusion:parquet	87644175	87348956	1.00
tpcds_q08/datafusion:parquet	33937684	33491148	1.01
tpcds_q09/datafusion:parquet	57185615	57209543	1.00
tpcds_q10/datafusion:parquet	82455811	84034893	0.98
tpcds_q11/datafusion:parquet	177454765	185628963	0.96
tpcds_q12/datafusion:parquet	23958401	23831251	1.01
tpcds_q13/datafusion:parquet	87633857	88391939	0.99
tpcds_q14/datafusion:parquet	197702389	203321103	0.97
tpcds_q15/datafusion:parquet	25073397	26797444	0.94
tpcds_q16/datafusion:parquet	28449524	30323177	0.94
tpcds_q17/datafusion:parquet	68962603	73406747	0.94
tpcds_q18/datafusion:parquet	132008991	135784679	0.97
tpcds_q19/datafusion:parquet	27205036	29115485	0.93
tpcds_q20/datafusion:parquet	21398862	22299016	0.96
tpcds_q21/datafusion:parquet	22487193	23351399	0.96
tpcds_q22/datafusion:parquet 🚨	161293330	135059314	1.19
tpcds_q23/datafusion:parquet	168027941	168808097	1.00
tpcds_q24/datafusion:parquet	104791043	105730770	0.99
tpcds_q25/datafusion:parquet	72100434	71798597	1.00
tpcds_q26/datafusion:parquet	76896867	75976425	1.01
tpcds_q27/datafusion:parquet	168426474	171195983	0.98
tpcds_q28/datafusion:parquet	48785837	49800515	0.98
tpcds_q29/datafusion:parquet	72304715	73829636	0.98
tpcds_q30/datafusion:parquet	45229026	46209773	0.98
tpcds_q31/datafusion:parquet	77420504	79299275	0.98
tpcds_q32/datafusion:parquet	22562095	22716869	0.99
tpcds_q33/datafusion:parquet	35727156	37301917	0.96
tpcds_q34/datafusion:parquet	26806092	28253191	0.95
tpcds_q35/datafusion:parquet	87068536	87974684	0.99
tpcds_q36/datafusion:parquet	67729635	64813348	1.04
tpcds_q37/datafusion:parquet	24712754	24021518	1.03
tpcds_q38/datafusion:parquet	49992926	53134254	0.94
tpcds_q39/datafusion:parquet	83464910	87011345	0.96
tpcds_q40/datafusion:parquet	27169210	30092474	0.90
tpcds_q41/datafusion:parquet	16177521	17099125	0.95
tpcds_q42/datafusion:parquet	13851421	14148497	0.98
tpcds_q43/datafusion:parquet	19001513	19849844	0.96
tpcds_q44/datafusion:parquet	41900933	43395565	0.97
tpcds_q45/datafusion:parquet	32197128	34018812	0.95
tpcds_q46/datafusion:parquet	39288884	39764938	0.99
tpcds_q47/datafusion:parquet	136793612	141832653	0.96
tpcds_q48/datafusion:parquet	81056457	79360085	1.02
tpcds_q49/datafusion:parquet	65275120	69209396	0.94
tpcds_q50/datafusion:parquet	48537517	50263107	0.97
tpcds_q51/datafusion:parquet	89718460	90245137	0.99
tpcds_q52/datafusion:parquet	14346589	14904527	0.96
tpcds_q53/datafusion:parquet	22646574	21515896	1.05
tpcds_q54/datafusion:parquet	42601990	42336731	1.01
tpcds_q55/datafusion:parquet	14298537	13909464	1.03
tpcds_q56/datafusion:parquet	35344269	35297332	1.00
tpcds_q57/datafusion:parquet 🚀	106891477	119842426	0.89
tpcds_q58/datafusion:parquet	57823948	63015219	0.92
tpcds_q59/datafusion:parquet	58442202	64888786	0.90
tpcds_q60/datafusion:parquet 🚀	35414083	39565761	0.90
tpcds_q61/datafusion:parquet	51801236	55040339	0.94
tpcds_q62/datafusion:parquet	27158157	26538173	1.02
tpcds_q63/datafusion:parquet	21874746	24131277	0.91
tpcds_q64/datafusion:parquet	555943080	604851324	0.92
tpcds_q65/datafusion:parquet 🚀	43107260	49470639	0.87
tpcds_q66/datafusion:parquet 🚀	75670397	85146214	0.89
tpcds_q67/datafusion:parquet 🚀	155100669	178575056	0.87
tpcds_q68/datafusion:parquet	39676411	43796787	0.91
tpcds_q69/datafusion:parquet	81029119	88395827	0.92
tpcds_q70/datafusion:parquet 🚀	96290675	107252382	0.90
tpcds_q71/datafusion:parquet	26960736	26782365	1.01
tpcds_q72/datafusion:parquet	645246073	643693031	1.00
tpcds_q73/datafusion:parquet	26800007	28211451	0.95
tpcds_q74/datafusion:parquet	106523474	110284181	0.97
tpcds_q75/datafusion:parquet	116482423	117215370	0.99
tpcds_q76/datafusion:parquet	36494503	34701474	1.05
tpcds_q77/datafusion:parquet	49854456	49630044	1.00
tpcds_q78/datafusion:parquet	124404222	122032194	1.02
tpcds_q79/datafusion:parquet	32403593	31201018	1.04
tpcds_q80/datafusion:parquet	95004606	93309307	1.02
tpcds_q81/datafusion:parquet	42398469	40264329	1.05
tpcds_q82/datafusion:parquet	23147233	22929376	1.01
tpcds_q83/datafusion:parquet	48684814	47899342	1.02
tpcds_q84/datafusion:parquet	47158108	47133418	1.00
tpcds_q85/datafusion:parquet	172145398	169134985	1.02
tpcds_q86/datafusion:parquet	17578630	18090984	0.97
tpcds_q87/datafusion:parquet	53456621	50622482	1.06
tpcds_q88/datafusion:parquet	70757783	69069324	1.02
tpcds_q89/datafusion:parquet	25753848	25453396	1.01
tpcds_q90/datafusion:parquet	18781777	18535563	1.01
tpcds_q91/datafusion:parquet	68647295	71985577	0.95
tpcds_q92/datafusion:parquet	22413509	21843995	1.03
tpcds_q93/datafusion:parquet	35820667	33702305	1.06
tpcds_q94/datafusion:parquet	24653820	25542204	0.97
tpcds_q95/datafusion:parquet	68252280	67179177	1.02
tpcds_q96/datafusion:parquet	15091383	14706077	1.03
tpcds_q97/datafusion:parquet	34283400	33408492	1.03
tpcds_q98/datafusion:parquet	25408971	25436713	1.00
tpcds_q99/datafusion:parquet	29064840	28087048	1.03

duckdb / vortex-file-compressed (1.019x ➖, 0↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	26547464	26636692	1.00
tpcds_q02/duckdb:vortex-file-compressed	83867113	79167070	1.06
tpcds_q03/duckdb:vortex-file-compressed	22403045	22938856	0.98
tpcds_q04/duckdb:vortex-file-compressed	111683004	102930919	1.09
tpcds_q05/duckdb:vortex-file-compressed	104438368	97609642	1.07
tpcds_q06/duckdb:vortex-file-compressed	36549612	36080658	1.01
tpcds_q07/duckdb:vortex-file-compressed	25041332	24858872	1.01
tpcds_q08/duckdb:vortex-file-compressed	23084770	23659070	0.98
tpcds_q09/duckdb:vortex-file-compressed	39408413	38334569	1.03
tpcds_q10/duckdb:vortex-file-compressed	36962331	37898604	0.98
tpcds_q11/duckdb:vortex-file-compressed	60780480	62968158	0.97
tpcds_q12/duckdb:vortex-file-compressed	14315199	14298238	1.00
tpcds_q13/duckdb:vortex-file-compressed	34363484	34975051	0.98
tpcds_q14/duckdb:vortex-file-compressed	202848157	200457959	1.01
tpcds_q15/duckdb:vortex-file-compressed	41689301	41028631	1.02
tpcds_q16/duckdb:vortex-file-compressed	31669596	31097429	1.02
tpcds_q17/duckdb:vortex-file-compressed	40121050	39738809	1.01
tpcds_q18/duckdb:vortex-file-compressed	46247403	46808135	0.99
tpcds_q19/duckdb:vortex-file-compressed	33935600	33159315	1.02
tpcds_q20/duckdb:vortex-file-compressed	14821810	15565379	0.95
tpcds_q21/duckdb:vortex-file-compressed	22130743	21506207	1.03
tpcds_q22/duckdb:vortex-file-compressed	109444724	107246523	1.02
tpcds_q23/duckdb:vortex-file-compressed	125428491	124411274	1.01
tpcds_q24/duckdb:vortex-file-compressed	55819178	55032364	1.01
tpcds_q25/duckdb:vortex-file-compressed	38000840	36994255	1.03
tpcds_q26/duckdb:vortex-file-compressed	41569725	39119482	1.06
tpcds_q27/duckdb:vortex-file-compressed	90165243	87562944	1.03
tpcds_q28/duckdb:vortex-file-compressed	36000399	35921247	1.00
tpcds_q29/duckdb:vortex-file-compressed	39716041	37949421	1.05
tpcds_q30/duckdb:vortex-file-compressed	28217944	28479001	0.99
tpcds_q31/duckdb:vortex-file-compressed	27221016	26624983	1.02
tpcds_q32/duckdb:vortex-file-compressed	17349123	16233282	1.07
tpcds_q33/duckdb:vortex-file-compressed	69927870	65822365	1.06
tpcds_q34/duckdb:vortex-file-compressed	18881145	19915931	0.95
tpcds_q35/duckdb:vortex-file-compressed	60014825	60248155	1.00
tpcds_q36/duckdb:vortex-file-compressed	29292617	27407688	1.07
tpcds_q37/duckdb:vortex-file-compressed	21666411	21812637	0.99
tpcds_q38/duckdb:vortex-file-compressed	37631470	38576294	0.98
tpcds_q39/duckdb:vortex-file-compressed	45361976	45363454	1.00
tpcds_q40/duckdb:vortex-file-compressed	23622823	23511085	1.00
tpcds_q41/duckdb:vortex-file-compressed	12611692	13084003	0.96
tpcds_q42/duckdb:vortex-file-compressed	11448032	11301545	1.01
tpcds_q43/duckdb:vortex-file-compressed	20772255	19515518	1.06
tpcds_q44/duckdb:vortex-file-compressed	22576913	21478300	1.05
tpcds_q45/duckdb:vortex-file-compressed	27240374	26482722	1.03
tpcds_q46/duckdb:vortex-file-compressed	49815485	47880056	1.04
tpcds_q47/duckdb:vortex-file-compressed	50034610	51115041	0.98
tpcds_q48/duckdb:vortex-file-compressed	32858063	31316512	1.05
tpcds_q49/duckdb:vortex-file-compressed	30433675	30072343	1.01
tpcds_q50/duckdb:vortex-file-compressed	35951719	36848727	0.98
tpcds_q51/duckdb:vortex-file-compressed	99402109	98868675	1.01
tpcds_q52/duckdb:vortex-file-compressed	11977034	12353720	0.97
tpcds_q53/duckdb:vortex-file-compressed	16788573	17370100	0.97
tpcds_q54/duckdb:vortex-file-compressed	52557028	47789867	1.10
tpcds_q55/duckdb:vortex-file-compressed	11698981	11330827	1.03
tpcds_q56/duckdb:vortex-file-compressed	70853638	67755896	1.05
tpcds_q57/duckdb:vortex-file-compressed	44434621	47189789	0.94
tpcds_q58/duckdb:vortex-file-compressed	31377377	32291256	0.97
tpcds_q59/duckdb:vortex-file-compressed	63564953	60627598	1.05
tpcds_q60/duckdb:vortex-file-compressed	71024530	67135096	1.06
tpcds_q61/duckdb:vortex-file-compressed	39255630	38896366	1.01
tpcds_q62/duckdb:vortex-file-compressed	18270036	18340979	1.00
tpcds_q63/duckdb:vortex-file-compressed	18174555	16986264	1.07
tpcds_q64/duckdb:vortex-file-compressed	83237446	78840555	1.06
tpcds_q65/duckdb:vortex-file-compressed	23332377	22497280	1.04
tpcds_q66/duckdb:vortex-file-compressed	59027424	55481619	1.06
tpcds_q67/duckdb:vortex-file-compressed	146772984	143659814	1.02
tpcds_q68/duckdb:vortex-file-compressed	41864775	41041989	1.02
tpcds_q69/duckdb:vortex-file-compressed	39071534	38794298	1.01
tpcds_q70/duckdb:vortex-file-compressed	26420754	24465905	1.08
tpcds_q71/duckdb:vortex-file-compressed	21584449	21199999	1.02
tpcds_q72/duckdb:vortex-file-compressed	180863299	177483527	1.02
tpcds_q73/duckdb:vortex-file-compressed	19998892	19604864	1.02
tpcds_q74/duckdb:vortex-file-compressed	51641531	50579954	1.02
tpcds_q75/duckdb:vortex-file-compressed	62828517	60112213	1.05
tpcds_q76/duckdb:vortex-file-compressed 🚨	78513131	65186945	1.20
tpcds_q77/duckdb:vortex-file-compressed	64902800	63022841	1.03
tpcds_q78/duckdb:vortex-file-compressed	76277587	78302214	0.97
tpcds_q79/duckdb:vortex-file-compressed	43368596	41306892	1.05
tpcds_q80/duckdb:vortex-file-compressed	94877218	89467281	1.06
tpcds_q81/duckdb:vortex-file-compressed	34884901	32778265	1.06
tpcds_q82/duckdb:vortex-file-compressed	22463401	22575255	1.00
tpcds_q83/duckdb:vortex-file-compressed	27841117	28540157	0.98
tpcds_q84/duckdb:vortex-file-compressed	17258794	16485615	1.05
tpcds_q85/duckdb:vortex-file-compressed	47326275	44984644	1.05
tpcds_q86/duckdb:vortex-file-compressed	16581016	16883416	0.98
tpcds_q87/duckdb:vortex-file-compressed	39767129	39145385	1.02
tpcds_q88/duckdb:vortex-file-compressed	35550325	34775283	1.02
tpcds_q89/duckdb:vortex-file-compressed	19136030	17750936	1.08
tpcds_q90/duckdb:vortex-file-compressed	15401486	15695088	0.98
tpcds_q91/duckdb:vortex-file-compressed	27866577	26868047	1.04
tpcds_q92/duckdb:vortex-file-compressed	14231616	13745288	1.04
tpcds_q93/duckdb:vortex-file-compressed	31379765	29686936	1.06
tpcds_q94/duckdb:vortex-file-compressed	21517935	22119093	0.97
tpcds_q95/duckdb:vortex-file-compressed	155164333	152040797	1.02
tpcds_q96/duckdb:vortex-file-compressed	11687954	11885550	0.98
tpcds_q97/duckdb:vortex-file-compressed	41462896	40680919	1.02
tpcds_q98/duckdb:vortex-file-compressed	17282611	18555631	0.93
tpcds_q99/duckdb:vortex-file-compressed	33621460	32893967	1.02

duckdb / vortex-compact (1.020x ➖, 0↑ 3↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	36797460	35765695	1.03
tpcds_q02/duckdb:vortex-compact	126461104	122023922	1.04
tpcds_q03/duckdb:vortex-compact	51742985	51252754	1.01
tpcds_q04/duckdb:vortex-compact	125742637	123321981	1.02
tpcds_q05/duckdb:vortex-compact	170041368	164981472	1.03
tpcds_q06/duckdb:vortex-compact	37556866	37232767	1.01
tpcds_q07/duckdb:vortex-compact	36659707	37111829	0.99
tpcds_q08/duckdb:vortex-compact	27863428	26884823	1.04
tpcds_q09/duckdb:vortex-compact	109738441	109640400	1.00
tpcds_q10/duckdb:vortex-compact	46437487	45329796	1.02
tpcds_q11/duckdb:vortex-compact	76695876	75180251	1.02
tpcds_q12/duckdb:vortex-compact	18955520	18088516	1.05
tpcds_q13/duckdb:vortex-compact	47289569	48448738	0.98
tpcds_q14/duckdb:vortex-compact	274410615	270620506	1.01
tpcds_q15/duckdb:vortex-compact	45333650	45601916	0.99
tpcds_q16/duckdb:vortex-compact	38375815	37129376	1.03
tpcds_q17/duckdb:vortex-compact	49984106	46994093	1.06
tpcds_q18/duckdb:vortex-compact	66955097	67124858	1.00
tpcds_q19/duckdb:vortex-compact	37030130	38552404	0.96
tpcds_q20/duckdb:vortex-compact	21314875	19717506	1.08
tpcds_q21/duckdb:vortex-compact	26814274	26709230	1.00
tpcds_q22/duckdb:vortex-compact	115309450	114780434	1.00
tpcds_q23/duckdb:vortex-compact	165222863	168411486	0.98
tpcds_q24/duckdb:vortex-compact	73579721	73286536	1.00
tpcds_q25/duckdb:vortex-compact	48019268	47033183	1.02
tpcds_q26/duckdb:vortex-compact	48896037	48934192	1.00
tpcds_q27/duckdb:vortex-compact	130485804	126197028	1.03
tpcds_q28/duckdb:vortex-compact	106885065	107226576	1.00
tpcds_q29/duckdb:vortex-compact	44993467	46145164	0.98
tpcds_q30/duckdb:vortex-compact	35288072	34373030	1.03
tpcds_q31/duckdb:vortex-compact	29817584	30195022	0.99
tpcds_q32/duckdb:vortex-compact	22902971	22826869	1.00
tpcds_q33/duckdb:vortex-compact	126819532	131588462	0.96
tpcds_q34/duckdb:vortex-compact	22643971	22203329	1.02
tpcds_q35/duckdb:vortex-compact	68308646	65616750	1.04
tpcds_q36/duckdb:vortex-compact	32566433	33209027	0.98
tpcds_q37/duckdb:vortex-compact	32472251	30309390	1.07
tpcds_q38/duckdb:vortex-compact	38222669	39880263	0.96
tpcds_q39/duckdb:vortex-compact	53632770	51882316	1.03
tpcds_q40/duckdb:vortex-compact	32429447	31197209	1.04
tpcds_q41/duckdb:vortex-compact	16297562	16295963	1.00
tpcds_q42/duckdb:vortex-compact	14660994	14580101	1.01
tpcds_q43/duckdb:vortex-compact	22639903	22440724	1.01
tpcds_q44/duckdb:vortex-compact	28433695	28769758	0.99
tpcds_q45/duckdb:vortex-compact	31446565	33648304	0.93
tpcds_q46/duckdb:vortex-compact	57059979	54657441	1.04
tpcds_q47/duckdb:vortex-compact	53762070	52545531	1.02
tpcds_q48/duckdb:vortex-compact	39416039	40494891	0.97
tpcds_q49/duckdb:vortex-compact	46382634	45410630	1.02
tpcds_q50/duckdb:vortex-compact	36669589	36525659	1.00
tpcds_q51/duckdb:vortex-compact	103137184	103658671	0.99
tpcds_q52/duckdb:vortex-compact	15104871	14921335	1.01
tpcds_q53/duckdb:vortex-compact	21731267	21276755	1.02
tpcds_q54/duckdb:vortex-compact	86179962	83837657	1.03
tpcds_q55/duckdb:vortex-compact	15252833	14203144	1.07
tpcds_q56/duckdb:vortex-compact	130316092	127747800	1.02
tpcds_q57/duckdb:vortex-compact	50762997	47402208	1.07
tpcds_q58/duckdb:vortex-compact	41560419	42492534	0.98
tpcds_q59/duckdb:vortex-compact	78319371	74864747	1.05
tpcds_q60/duckdb:vortex-compact	137933289	134580317	1.02
tpcds_q61/duckdb:vortex-compact	45106778	45482109	0.99
tpcds_q62/duckdb:vortex-compact 🚨	25585370	21204738	1.21
tpcds_q63/duckdb:vortex-compact	22614155	21955162	1.03
tpcds_q64/duckdb:vortex-compact	98803920	98051100	1.01
tpcds_q65/duckdb:vortex-compact	27835766	26436318	1.05
tpcds_q66/duckdb:vortex-compact	102780222	97364238	1.06
tpcds_q67/duckdb:vortex-compact	149860257	152125575	0.99
tpcds_q68/duckdb:vortex-compact	51288794	49337161	1.04
tpcds_q69/duckdb:vortex-compact	46204931	44856374	1.03
tpcds_q70/duckdb:vortex-compact	27749447	27079993	1.02
tpcds_q71/duckdb:vortex-compact	24848287	25331464	0.98
tpcds_q72/duckdb:vortex-compact	196408787	196013198	1.00
tpcds_q73/duckdb:vortex-compact	21885161	20428282	1.07
tpcds_q74/duckdb:vortex-compact	55446682	54278154	1.02
tpcds_q75/duckdb:vortex-compact	73433178	69724147	1.05
tpcds_q76/duckdb:vortex-compact	130466795	118720561	1.10
tpcds_q77/duckdb:vortex-compact	129811970	121375029	1.07
tpcds_q78/duckdb:vortex-compact	86456801	86122742	1.00
tpcds_q79/duckdb:vortex-compact	72050756	72653441	0.99
tpcds_q80/duckdb:vortex-compact	162100680	164822476	0.98
tpcds_q81/duckdb:vortex-compact	40433503	39230533	1.03
tpcds_q82/duckdb:vortex-compact	31465815	33135545	0.95
tpcds_q83/duckdb:vortex-compact	47111073	44895897	1.05
tpcds_q84/duckdb:vortex-compact	21857300	20780816	1.05
tpcds_q85/duckdb:vortex-compact	62626586	61969143	1.01
tpcds_q86/duckdb:vortex-compact	19343070	19073183	1.01
tpcds_q87/duckdb:vortex-compact 🚨	45542769	41321869	1.10
tpcds_q88/duckdb:vortex-compact	35424056	33619779	1.05
tpcds_q89/duckdb:vortex-compact	21692353	21540297	1.01
tpcds_q90/duckdb:vortex-compact	16607504	15507855	1.07
tpcds_q91/duckdb:vortex-compact	44431894	45447981	0.98
tpcds_q92/duckdb:vortex-compact	21106838	22587837	0.93
tpcds_q93/duckdb:vortex-compact	37588967	35844212	1.05
tpcds_q94/duckdb:vortex-compact	28404215	26927245	1.05
tpcds_q95/duckdb:vortex-compact	156346826	162126177	0.96
tpcds_q96/duckdb:vortex-compact	12063540	11176449	1.08
tpcds_q97/duckdb:vortex-compact	40890333	40281807	1.02
tpcds_q98/duckdb:vortex-compact 🚨	26056967	22758863	1.14
tpcds_q99/duckdb:vortex-compact	37988921	38101167	1.00

duckdb / parquet (1.006x ➖, 1↑ 2↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	42923639	44821942	0.96
tpcds_q02/duckdb:parquet	62554869	60729977	1.03
tpcds_q03/duckdb:parquet	12335802	12042850	1.02
tpcds_q04/duckdb:parquet	125278943	121813593	1.03
tpcds_q05/duckdb:parquet	70079951	72311833	0.97
tpcds_q06/duckdb:parquet	29035868	28740372	1.01
tpcds_q07/duckdb:parquet	23324034	23180935	1.01
tpcds_q08/duckdb:parquet	28772510	28142469	1.02
tpcds_q09/duckdb:parquet	40049569	39714409	1.01
tpcds_q10/duckdb:parquet	35507541	34395513	1.03
tpcds_q11/duckdb:parquet	86338878	88155235	0.98
tpcds_q12/duckdb:parquet	14688689	15102080	0.97
tpcds_q13/duckdb:parquet	34902714	34540072	1.01
tpcds_q14/duckdb:parquet	161606659	158748100	1.02
tpcds_q15/duckdb:parquet	29550809	29857275	0.99
tpcds_q16/duckdb:parquet	22979772	22693236	1.01
tpcds_q17/duckdb:parquet	38692054	40486434	0.96
tpcds_q18/duckdb:parquet	45639801	46778909	0.98
tpcds_q19/duckdb:parquet	28519324	28572416	1.00
tpcds_q20/duckdb:parquet	15639249	16085797	0.97
tpcds_q21/duckdb:parquet	11330212	12341550	0.92
tpcds_q22/duckdb:parquet	68906841	65869577	1.05
tpcds_q23/duckdb:parquet	111036436	116209861	0.96
tpcds_q24/duckdb:parquet	46325475	44609330	1.04
tpcds_q25/duckdb:parquet	32768347	32354500	1.01
tpcds_q26/duckdb:parquet	35232813	36085726	0.98
tpcds_q27/duckdb:parquet	88217056	87835949	1.00
tpcds_q28/duckdb:parquet	36975165	37236859	0.99
tpcds_q29/duckdb:parquet	36040118	35358913	1.02
tpcds_q30/duckdb:parquet	41068505	39759787	1.03
tpcds_q31/duckdb:parquet	22973826	23866229	0.96
tpcds_q32/duckdb:parquet	11673139	10728036	1.09
tpcds_q33/duckdb:parquet	71879077	68444594	1.05
tpcds_q34/duckdb:parquet	21223149	20400452	1.04
tpcds_q35/duckdb:parquet	58142551	54874749	1.06
tpcds_q36/duckdb:parquet	20452619	20207641	1.01
tpcds_q37/duckdb:parquet	12831175	13358331	0.96
tpcds_q38/duckdb:parquet	32135301	32698807	0.98
tpcds_q39/duckdb:parquet	32285682	30803629	1.05
tpcds_q40/duckdb:parquet	17186634	17811619	0.96
tpcds_q41/duckdb:parquet	7312864	7675628	0.95
tpcds_q42/duckdb:parquet	9743268	10493096	0.93
tpcds_q43/duckdb:parquet	15801723	15702640	1.01
tpcds_q44/duckdb:parquet	21654912	21837001	0.99
tpcds_q45/duckdb:parquet	27155841	26102200	1.04
tpcds_q46/duckdb:parquet	45647552	45525920	1.00
tpcds_q47/duckdb:parquet	46253946	44680101	1.04
tpcds_q48/duckdb:parquet	30379143	30750853	0.99
tpcds_q49/duckdb:parquet	24146305	24015478	1.01
tpcds_q50/duckdb:parquet	24535376	24839040	0.99
tpcds_q51/duckdb:parquet 🚀	96591335	119729841	0.81
tpcds_q52/duckdb:parquet	10698211	10699278	1.00
tpcds_q53/duckdb:parquet	15956939	15973587	1.00
tpcds_q54/duckdb:parquet	40312424	37124219	1.09
tpcds_q55/duckdb:parquet	10773000	10935892	0.99
tpcds_q56/duckdb:parquet	66489594	66517408	1.00
tpcds_q57/duckdb:parquet	35931351	35050306	1.03
tpcds_q58/duckdb:parquet	22835929	21144535	1.08
tpcds_q59/duckdb:parquet	35396154	36096382	0.98
tpcds_q60/duckdb:parquet	67935245	72602623	0.94
tpcds_q61/duckdb:parquet	30532556	30734100	0.99
tpcds_q62/duckdb:parquet	12156650	11488956	1.06
tpcds_q63/duckdb:parquet	15734618	14708641	1.07
tpcds_q64/duckdb:parquet	73312556	73713271	0.99
tpcds_q65/duckdb:parquet 🚨	21993408	19975604	1.10
tpcds_q66/duckdb:parquet	59779980	56565966	1.06
tpcds_q67/duckdb:parquet	133269186	135124685	0.99
tpcds_q68/duckdb:parquet	37312242	37449695	1.00
tpcds_q69/duckdb:parquet	37244759	36346040	1.02
tpcds_q70/duckdb:parquet	20791821	19991739	1.04
tpcds_q71/duckdb:parquet	19399597	18149686	1.07
tpcds_q72/duckdb:parquet	164904391	162265173	1.02
tpcds_q73/duckdb:parquet	19613069	18055173	1.09
tpcds_q74/duckdb:parquet	48677870	51900662	0.94
tpcds_q75/duckdb:parquet	53739699	53315000	1.01
tpcds_q76/duckdb:parquet	70503219	66606886	1.06
tpcds_q77/duckdb:parquet	60660990	59689108	1.02
tpcds_q78/duckdb:parquet	74390615	75355941	0.99
tpcds_q79/duckdb:parquet	26901358	27091256	0.99
tpcds_q80/duckdb:parquet	85165200	82050955	1.04
tpcds_q81/duckdb:parquet	47856867	47234366	1.01
tpcds_q82/duckdb:parquet	15062001	15208651	0.99
tpcds_q83/duckdb:parquet	16576661	16477851	1.01
tpcds_q84/duckdb:parquet	19605242	19635182	1.00
tpcds_q85/duckdb:parquet	39866084	39613813	1.01
tpcds_q86/duckdb:parquet	12273513	12914508	0.95
tpcds_q87/duckdb:parquet	37113781	37002231	1.00
tpcds_q88/duckdb:parquet	28767300	28437468	1.01
tpcds_q89/duckdb:parquet	17450683	17394070	1.00
tpcds_q90/duckdb:parquet	7983083	8201825	0.97
tpcds_q91/duckdb:parquet	23841918	23810491	1.00
tpcds_q92/duckdb:parquet	11143276	11582790	0.96
tpcds_q93/duckdb:parquet	30040467	29271600	1.03
tpcds_q94/duckdb:parquet	16410291	17447375	0.94
tpcds_q95/duckdb:parquet 🚨	142501295	128456617	1.11
tpcds_q96/duckdb:parquet	9347900	9077522	1.03
tpcds_q97/duckdb:parquet	36515540	33781291	1.08
tpcds_q98/duckdb:parquet	17925098	18174353	0.99
tpcds_q99/duckdb:parquet	20423516	19386011	1.05

duckdb / duckdb (1.039x ➖, 1↑ 11↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20686115	19582395	1.06
tpcds_q02/duckdb:duckdb	19332514	18135147	1.07
tpcds_q03/duckdb:duckdb	8411058	8041778	1.05
tpcds_q04/duckdb:duckdb	165634442	157057408	1.05
tpcds_q05/duckdb:duckdb	19272028	19480665	0.99
tpcds_q06/duckdb:duckdb	22872601	22898821	1.00
tpcds_q07/duckdb:duckdb	39394721	38286680	1.03
tpcds_q08/duckdb:duckdb	120334975	120235567	1.00
tpcds_q09/duckdb:duckdb	19943455	19616902	1.02
tpcds_q10/duckdb:duckdb	23909024	23400584	1.02
tpcds_q11/duckdb:duckdb	143940750	135160939	1.06
tpcds_q12/duckdb:duckdb	11615777	11117572	1.04
tpcds_q13/duckdb:duckdb	24559318	23078665	1.06
tpcds_q14/duckdb:duckdb	94401181	91642359	1.03
tpcds_q15/duckdb:duckdb	24911667	24172234	1.03
tpcds_q16/duckdb:duckdb	16322314	17139232	0.95
tpcds_q17/duckdb:duckdb	21331739	20594107	1.04
tpcds_q18/duckdb:duckdb	44823994	42442666	1.06
tpcds_q19/duckdb:duckdb	17062849	16540293	1.03
tpcds_q20/duckdb:duckdb	11964321	11600033	1.03
tpcds_q21/duckdb:duckdb	6640703	6495636	1.02
tpcds_q22/duckdb:duckdb	61763862	58508189	1.06
tpcds_q23/duckdb:duckdb 🚨	83354664	74106786	1.12
tpcds_q24/duckdb:duckdb 🚨	25304207	22686297	1.12
tpcds_q25/duckdb:duckdb	16896683	16792488	1.01
tpcds_q26/duckdb:duckdb	26949756	25129852	1.07
tpcds_q27/duckdb:duckdb	42177144	38707363	1.09
tpcds_q28/duckdb:duckdb	21441107	20960766	1.02
tpcds_q29/duckdb:duckdb	19490772	19486935	1.00
tpcds_q30/duckdb:duckdb 🚨	29522067	25790362	1.14
tpcds_q31/duckdb:duckdb	20184770	20036551	1.01
tpcds_q32/duckdb:duckdb	7285464	6993552	1.04
tpcds_q33/duckdb:duckdb	12606798	13169520	0.96
tpcds_q34/duckdb:duckdb	14689255	14265332	1.03
tpcds_q35/duckdb:duckdb	34136053	33633231	1.01
tpcds_q36/duckdb:duckdb 🚨	77278843	66705062	1.16
tpcds_q37/duckdb:duckdb 🚨	8002064	7234786	1.11
tpcds_q38/duckdb:duckdb	30730243	30467360	1.01
tpcds_q39/duckdb:duckdb	26010260	25758109	1.01
tpcds_q40/duckdb:duckdb	13372191	13436385	1.00
tpcds_q41/duckdb:duckdb	8322223	8321084	1.00
tpcds_q42/duckdb:duckdb	6457026	6249719	1.03
tpcds_q43/duckdb:duckdb 🚨	12183606	10889769	1.12
tpcds_q44/duckdb:duckdb	13459845	13196639	1.02
tpcds_q45/duckdb:duckdb	17245621	16683585	1.03
tpcds_q46/duckdb:duckdb	37274272	35109438	1.06
tpcds_q47/duckdb:duckdb	40623781	40923119	0.99
tpcds_q48/duckdb:duckdb 🚨	23493326	21075794	1.11
tpcds_q49/duckdb:duckdb	15720219	16400362	0.96
tpcds_q50/duckdb:duckdb	14037705	13370357	1.05
tpcds_q51/duckdb:duckdb	96156152	89076026	1.08
tpcds_q52/duckdb:duckdb	7573467	7012418	1.08
tpcds_q53/duckdb:duckdb	11923491	11413408	1.04
tpcds_q54/duckdb:duckdb	16910918	16223199	1.04
tpcds_q55/duckdb:duckdb	6937702	6682844	1.04
tpcds_q56/duckdb:duckdb	13448621	13697185	0.98
tpcds_q57/duckdb:duckdb	32454968	30944790	1.05
tpcds_q58/duckdb:duckdb	12813637	12491537	1.03
tpcds_q59/duckdb:duckdb	34515259	33943065	1.02
tpcds_q60/duckdb:duckdb	14581774	14642358	1.00
tpcds_q61/duckdb:duckdb	14404936	13967004	1.03
tpcds_q62/duckdb:duckdb	9142681	8987961	1.02
tpcds_q63/duckdb:duckdb	11359307	10927152	1.04
tpcds_q64/duckdb:duckdb	54184028	53062219	1.02
tpcds_q65/duckdb:duckdb	36629213	34011678	1.08
tpcds_q66/duckdb:duckdb 🚨	27405757	24618601	1.11
tpcds_q67/duckdb:duckdb	133293667	127044617	1.05
tpcds_q68/duckdb:duckdb	25062486	24357387	1.03
tpcds_q69/duckdb:duckdb	23705571	24090082	0.98
tpcds_q70/duckdb:duckdb	14346460	14165620	1.01
tpcds_q71/duckdb:duckdb	13192969	12489437	1.06
tpcds_q72/duckdb:duckdb	42292093	42901005	0.99
tpcds_q73/duckdb:duckdb	11246871	10273128	1.09
tpcds_q74/duckdb:duckdb	101046962	95186224	1.06
tpcds_q75/duckdb:duckdb	42801318	40381875	1.06
tpcds_q76/duckdb:duckdb	12577703	11885751	1.06
tpcds_q77/duckdb:duckdb	11882835	11679049	1.02
tpcds_q78/duckdb:duckdb	61810532	60739636	1.02
tpcds_q79/duckdb:duckdb	18106769	17687928	1.02
tpcds_q80/duckdb:duckdb	28534161	26964773	1.06
tpcds_q81/duckdb:duckdb	38640435	36990950	1.04
tpcds_q82/duckdb:duckdb	8547571	8190764	1.04
tpcds_q83/duckdb:duckdb	9017031	8811203	1.02
tpcds_q84/duckdb:duckdb	14062795	13260569	1.06
tpcds_q85/duckdb:duckdb 🚨	25449486	22472716	1.13
tpcds_q86/duckdb:duckdb 🚨	11237194	9912978	1.13
tpcds_q87/duckdb:duckdb	35358173	33563359	1.05
tpcds_q88/duckdb:duckdb	24696947	23739977	1.04
tpcds_q89/duckdb:duckdb	13821335	13072540	1.06
tpcds_q90/duckdb:duckdb	5696549	5662765	1.01
tpcds_q91/duckdb:duckdb	12934244	12139551	1.07
tpcds_q92/duckdb:duckdb 🚨	9512173	8470358	1.12
tpcds_q93/duckdb:duckdb	23437682	22045813	1.06
tpcds_q94/duckdb:duckdb	12674836	12038300	1.05
tpcds_q95/duckdb:duckdb 🚀	110094997	125459120	0.88
tpcds_q96/duckdb:duckdb	4616772	4496013	1.03
tpcds_q97/duckdb:duckdb	29316861	29671433	0.99
tpcds_q98/duckdb:duckdb	13932713	13135692	1.06
tpcds_q99/duckdb:duckdb	16085405	16477240	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+0.0%	-0.6%	+0.6%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-0.0%	-0.6%	+0.5%	+10.0%	➖ noise
1	duckdb:duckdb	+5.6%	-0.6%	+6.2%	+11.7%	➖ noise
1	duckdb:vortex-compact	+2.9%	-0.6%	+3.5%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.3%	-0.6%	+0.2%	+10.6%	➖ noise
2	datafusion:vortex-compact	+1.5%	+0.7%	+0.8%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-3.5%	+0.7%	-4.2%	+10.0%	➖ noise
2	duckdb:duckdb	+6.6%	+0.7%	+5.8%	+10.0%	➖ noise
2	duckdb:vortex-compact	+3.6%	+0.7%	+2.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+5.9%	+0.7%	+5.2%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.3%	-3.2%	+2.9%	+10.2%	➖ noise
3	datafusion:vortex-file-compressed	+1.5%	-3.2%	+4.8%	+10.3%	➖ noise
3	duckdb:duckdb	+4.6%	-3.2%	+8.0%	+14.8%	➖ noise
3	duckdb:vortex-compact	+1.0%	-3.2%	+4.2%	+15.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.3%	-3.2%	+0.8%	+18.3%	➖ noise
4	datafusion:vortex-compact	+1.1%	-4.8%	+6.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.0%	-4.8%	+6.1%	+10.0%	➖ noise
4	duckdb:duckdb	+5.5%	-4.8%	+10.8%	+10.0%	🚨 regression
4	duckdb:vortex-compact	+2.0%	-4.8%	+7.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+8.5%	-4.8%	+14.0%	+10.8%	🚨 regression
5	datafusion:vortex-compact	+2.2%	+0.9%	+1.3%	+11.8%	➖ noise
5	datafusion:vortex-file-compressed	+3.6%	+0.9%	+2.7%	+11.6%	➖ noise
5	duckdb:duckdb	-1.1%	+0.9%	-2.0%	+17.7%	➖ noise
5	duckdb:vortex-compact	+3.1%	+0.9%	+2.1%	+14.4%	➖ noise
5	duckdb:vortex-file-compressed	+7.0%	+0.9%	+6.0%	+12.6%	➖ noise
6	datafusion:vortex-compact	-1.9%	-0.1%	-1.9%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+5.2%	-0.1%	+5.3%	+10.0%	➖ noise
6	duckdb:duckdb	-0.1%	-0.1%	-0.0%	+12.7%	➖ noise
6	duckdb:vortex-compact	+0.9%	-0.1%	+0.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.3%	-0.1%	+1.4%	+15.6%	➖ noise
7	datafusion:vortex-compact	-1.6%	+0.5%	-2.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.3%	+0.5%	+0.8%	+10.0%	➖ noise
7	duckdb:duckdb	+2.9%	+0.5%	+2.4%	+17.3%	➖ noise
7	duckdb:vortex-compact	-1.2%	+0.5%	-1.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.7%	+0.5%	+0.3%	+21.7%	➖ noise
8	datafusion:vortex-compact	+1.0%	+1.8%	-0.8%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.9%	+1.8%	-0.9%	+10.0%	➖ noise
8	duckdb:duckdb	+0.1%	+1.8%	-1.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	+3.6%	+1.8%	+1.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.4%	+1.8%	-4.1%	+10.3%	➖ noise
9	datafusion:vortex-compact	-0.5%	+0.4%	-0.9%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.4%	+0.4%	+3.0%	+10.0%	➖ noise
9	duckdb:duckdb	+1.7%	+0.4%	+1.3%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.1%	+0.4%	-0.3%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.8%	+0.4%	+2.4%	+10.0%	➖ noise
10	datafusion:vortex-compact	+0.5%	+0.6%	-0.2%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+0.1%	+0.6%	-0.5%	+10.0%	➖ noise
10	duckdb:duckdb	+2.2%	+0.6%	+1.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	+2.4%	+0.6%	+1.8%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.5%	+0.6%	-3.1%	+10.0%	➖ noise
11	datafusion:vortex-compact	+1.6%	-3.2%	+5.0%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.6%	-3.2%	+4.0%	+10.0%	➖ noise
11	duckdb:duckdb	+6.5%	-3.2%	+10.1%	+10.0%	🚨 regression
11	duckdb:vortex-compact	+2.0%	-3.2%	+5.4%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-3.5%	-3.2%	-0.2%	+11.0%	➖ noise
12	datafusion:vortex-compact	+1.1%	-1.1%	+2.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-4.5%	-1.1%	-3.4%	+10.2%	➖ noise
12	duckdb:duckdb	+4.5%	-1.1%	+5.7%	+11.2%	➖ noise
12	duckdb:vortex-compact	+4.8%	-1.1%	+6.0%	+11.4%	➖ noise
12	duckdb:vortex-file-compressed	+0.1%	-1.1%	+1.2%	+10.0%	➖ noise
13	datafusion:vortex-compact	-0.0%	+0.1%	-0.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.7%	+0.1%	-1.8%	+10.0%	➖ noise
13	duckdb:duckdb	+6.4%	+0.1%	+6.3%	+10.0%	➖ noise
13	duckdb:vortex-compact	-2.4%	+0.1%	-2.5%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-1.7%	+0.1%	-1.8%	+10.4%	➖ noise
14	datafusion:vortex-compact	+3.0%	-0.5%	+3.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.8%	-0.5%	+1.3%	+10.0%	➖ noise
14	duckdb:duckdb	+3.0%	-0.5%	+3.5%	+10.0%	➖ noise
14	duckdb:vortex-compact	+1.4%	-0.5%	+1.9%	+10.4%	➖ noise
14	duckdb:vortex-file-compressed	+1.2%	-0.5%	+1.7%	+10.2%	➖ noise
15	datafusion:vortex-compact	+2.4%	-3.8%	+6.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.6%	-3.8%	+5.5%	+10.0%	➖ noise
15	duckdb:duckdb	+3.1%	-3.8%	+7.1%	+10.0%	➖ noise
15	duckdb:vortex-compact	-0.6%	-3.8%	+3.3%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+1.6%	-3.8%	+5.6%	+10.0%	➖ noise
16	datafusion:vortex-compact	+4.1%	-2.5%	+6.8%	+10.8%	➖ noise
16	datafusion:vortex-file-compressed	-1.3%	-2.5%	+1.2%	+10.0%	➖ noise
16	duckdb:duckdb	-4.8%	-2.5%	-2.3%	+15.0%	➖ noise
16	duckdb:vortex-compact	+3.4%	-2.5%	+6.0%	+11.3%	➖ noise
16	duckdb:vortex-file-compressed	+1.8%	-2.5%	+4.5%	+13.3%	➖ noise
17	datafusion:vortex-compact	+3.7%	-5.2%	+9.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+2.3%	-5.2%	+7.9%	+10.0%	➖ noise
17	duckdb:duckdb	+3.6%	-5.2%	+9.3%	+10.0%	➖ noise
17	duckdb:vortex-compact	+6.4%	-5.2%	+12.3%	+10.0%	🚨 regression
17	duckdb:vortex-file-compressed	+1.0%	-5.2%	+6.6%	+10.0%	➖ noise
18	datafusion:vortex-compact	+1.6%	-2.6%	+4.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+2.0%	-2.6%	+4.7%	+10.0%	➖ noise
18	duckdb:duckdb	+5.6%	-2.6%	+8.4%	+10.0%	➖ noise
18	duckdb:vortex-compact	-0.3%	-2.6%	+2.4%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.2%	-2.6%	+1.4%	+10.0%	➖ noise
19	datafusion:vortex-compact	+1.0%	-3.4%	+4.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.9%	-3.4%	+5.5%	+11.1%	➖ noise
19	duckdb:duckdb	+3.2%	-3.4%	+6.8%	+12.2%	➖ noise
19	duckdb:vortex-compact	-3.9%	-3.4%	-0.5%	+10.8%	➖ noise
19	duckdb:vortex-file-compressed	+2.3%	-3.4%	+6.0%	+11.7%	➖ noise
20	datafusion:vortex-compact	+2.7%	-3.4%	+6.4%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+0.6%	-3.4%	+4.1%	+10.0%	➖ noise
20	duckdb:duckdb	+3.1%	-3.4%	+6.8%	+11.4%	➖ noise
20	duckdb:vortex-compact	+8.1%	-3.4%	+11.9%	+14.0%	➖ noise
20	duckdb:vortex-file-compressed	-4.8%	-3.4%	-1.4%	+13.7%	➖ noise
21	datafusion:vortex-compact	-1.8%	-6.0%	+4.4%	+11.8%	➖ noise
21	datafusion:vortex-file-compressed	-3.4%	-6.0%	+2.8%	+12.0%	➖ noise
21	duckdb:duckdb	+2.2%	-6.0%	+8.7%	+16.3%	➖ noise
21	duckdb:vortex-compact	+0.4%	-6.0%	+6.8%	+13.7%	➖ noise
21	duckdb:vortex-file-compressed	+2.9%	-6.0%	+9.4%	+17.8%	➖ noise
22	datafusion:vortex-compact	+0.5%	+11.8%	-10.1%	+12.7%	➖ noise
22	datafusion:vortex-file-compressed	-0.9%	+11.8%	-11.3%	+10.4%	✅ faster
22	duckdb:duckdb	+5.6%	+11.8%	-5.6%	+13.5%	➖ noise
22	duckdb:vortex-compact	+0.5%	+11.8%	-10.1%	+11.3%	➖ noise
22	duckdb:vortex-file-compressed	+2.0%	+11.8%	-8.7%	+10.9%	➖ noise
23	datafusion:vortex-compact	-0.8%	-2.5%	+1.7%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+0.2%	-2.5%	+2.7%	+10.0%	➖ noise
23	duckdb:duckdb	+12.5%	-2.5%	+15.3%	+16.1%	➖ noise
23	duckdb:vortex-compact	-1.9%	-2.5%	+0.6%	+10.2%	➖ noise
23	duckdb:vortex-file-compressed	+0.8%	-2.5%	+3.4%	+10.0%	➖ noise
24	datafusion:vortex-compact	+3.5%	+1.5%	+2.0%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+2.6%	+1.5%	+1.1%	+10.0%	➖ noise
24	duckdb:duckdb	+11.5%	+1.5%	+9.9%	+19.4%	➖ noise
24	duckdb:vortex-compact	+0.4%	+1.5%	-1.0%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+1.4%	+1.5%	-0.0%	+10.5%	➖ noise
25	datafusion:vortex-compact	+1.3%	+0.8%	+0.5%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	-1.8%	+0.8%	-2.7%	+10.0%	➖ noise
25	duckdb:duckdb	+0.6%	+0.8%	-0.2%	+10.0%	➖ noise
25	duckdb:vortex-compact	+2.1%	+0.8%	+1.2%	+11.0%	➖ noise
25	duckdb:vortex-file-compressed	+2.7%	+0.8%	+1.9%	+10.0%	➖ noise
26	datafusion:vortex-compact	-6.4%	-0.6%	-5.8%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+1.4%	-0.6%	+2.0%	+10.0%	➖ noise
26	duckdb:duckdb	+7.2%	-0.6%	+7.9%	+12.9%	➖ noise
26	duckdb:vortex-compact	-0.1%	-0.6%	+0.5%	+15.3%	➖ noise
26	duckdb:vortex-file-compressed	+6.3%	-0.6%	+6.9%	+13.7%	➖ noise
27	datafusion:vortex-compact	-4.0%	-0.6%	-3.4%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+0.8%	-0.6%	+1.4%	+10.0%	➖ noise
27	duckdb:duckdb	+9.0%	-0.6%	+9.6%	+15.2%	➖ noise
27	duckdb:vortex-compact	+3.4%	-0.6%	+4.0%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+3.0%	-0.6%	+3.6%	+10.0%	➖ noise
28	datafusion:vortex-compact	+1.2%	-1.4%	+2.6%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-1.7%	-1.4%	-0.3%	+10.0%	➖ noise
28	duckdb:duckdb	+2.3%	-1.4%	+3.7%	+10.0%	➖ noise
28	duckdb:vortex-compact	-0.3%	-1.4%	+1.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.2%	-1.4%	+1.6%	+10.0%	➖ noise
29	datafusion:vortex-compact	-3.9%	-0.1%	-3.8%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+2.0%	-0.1%	+2.1%	+10.0%	➖ noise
29	duckdb:duckdb	+0.0%	-0.1%	+0.1%	+11.2%	➖ noise
29	duckdb:vortex-compact	-2.5%	-0.1%	-2.4%	+11.0%	➖ noise
29	duckdb:vortex-file-compressed	+4.7%	-0.1%	+4.7%	+11.5%	➖ noise
30	datafusion:vortex-compact	-3.5%	+0.5%	-4.0%	+12.0%	➖ noise
30	datafusion:vortex-file-compressed	+1.6%	+0.5%	+1.1%	+10.0%	➖ noise
30	duckdb:duckdb	+14.5%	+0.5%	+13.8%	+10.0%	🚨 regression
30	duckdb:vortex-compact	+2.7%	+0.5%	+2.1%	+11.5%	➖ noise
30	duckdb:vortex-file-compressed	-0.9%	+0.5%	-1.5%	+12.4%	➖ noise
31	datafusion:vortex-compact	+1.3%	-3.1%	+4.5%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-0.1%	-3.1%	+3.1%	+10.0%	➖ noise
31	duckdb:duckdb	+0.7%	-3.1%	+3.9%	+10.0%	➖ noise
31	duckdb:vortex-compact	-1.3%	-3.1%	+1.9%	+13.0%	➖ noise
31	duckdb:vortex-file-compressed	+2.2%	-3.1%	+5.5%	+10.0%	➖ noise
32	datafusion:vortex-compact	+2.3%	+4.0%	-1.6%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+4.3%	+4.0%	+0.3%	+10.0%	➖ noise
32	duckdb:duckdb	+4.2%	+4.0%	+0.2%	+13.2%	➖ noise
32	duckdb:vortex-compact	+0.3%	+4.0%	-3.5%	+10.7%	➖ noise
32	duckdb:vortex-file-compressed	+6.9%	+4.0%	+2.8%	+10.6%	➖ noise
33	datafusion:vortex-compact	+1.9%	+0.3%	+1.6%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+1.1%	+0.3%	+0.8%	+10.0%	➖ noise
33	duckdb:duckdb	-4.3%	+0.3%	-4.6%	+10.0%	➖ noise
33	duckdb:vortex-compact	-3.6%	+0.3%	-3.9%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+6.2%	+0.3%	+5.9%	+13.7%	➖ noise
34	datafusion:vortex-compact	+4.1%	-0.6%	+4.8%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+2.5%	-0.6%	+3.2%	+10.0%	➖ noise
34	duckdb:duckdb	+3.0%	-0.6%	+3.6%	+10.0%	➖ noise
34	duckdb:vortex-compact	+2.0%	-0.6%	+2.7%	+23.9%	➖ noise
34	duckdb:vortex-file-compressed	-5.2%	-0.6%	-4.6%	+10.5%	➖ noise
35	datafusion:vortex-compact	+1.7%	+2.4%	-0.6%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-2.4%	+2.4%	-4.6%	+10.0%	➖ noise
35	duckdb:duckdb	+1.5%	+2.4%	-0.9%	+15.8%	➖ noise
35	duckdb:vortex-compact	+4.1%	+2.4%	+1.7%	+10.4%	➖ noise
35	duckdb:vortex-file-compressed	-0.4%	+2.4%	-2.7%	+12.0%	➖ noise
36	datafusion:vortex-compact	+2.2%	+2.8%	-0.6%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-0.7%	+2.8%	-3.4%	+10.0%	➖ noise
36	duckdb:duckdb	+15.9%	+2.8%	+12.6%	+13.4%	➖ noise
36	duckdb:vortex-compact	-1.9%	+2.8%	-4.6%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+6.9%	+2.8%	+3.9%	+12.9%	➖ noise
37	datafusion:vortex-compact	+1.6%	-0.6%	+2.2%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+4.7%	-0.6%	+5.3%	+10.1%	➖ noise
37	duckdb:duckdb	+10.6%	-0.6%	+11.3%	+14.6%	➖ noise
37	duckdb:vortex-compact	+7.1%	-0.6%	+7.8%	+12.8%	➖ noise
37	duckdb:vortex-file-compressed	-0.7%	-0.6%	-0.1%	+11.2%	➖ noise
38	datafusion:vortex-compact	-0.4%	-3.8%	+3.6%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+2.6%	-3.8%	+6.7%	+10.0%	➖ noise
38	duckdb:duckdb	+0.9%	-3.8%	+4.9%	+12.4%	➖ noise
38	duckdb:vortex-compact	-4.2%	-3.8%	-0.3%	+11.2%	➖ noise
38	duckdb:vortex-file-compressed	-2.4%	-3.8%	+1.4%	+10.0%	➖ noise
39	datafusion:vortex-compact	-0.3%	+0.3%	-0.5%	+16.4%	➖ noise
39	datafusion:vortex-file-compressed	+1.3%	+0.3%	+1.0%	+14.4%	➖ noise
39	duckdb:duckdb	+1.0%	+0.3%	+0.7%	+11.4%	➖ noise
39	duckdb:vortex-compact	+3.4%	+0.3%	+3.1%	+14.3%	➖ noise
39	duckdb:vortex-file-compressed	-0.0%	+0.3%	-0.3%	+11.7%	➖ noise
40	datafusion:vortex-compact	-3.2%	-6.7%	+3.7%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+2.7%	-6.7%	+10.1%	+10.0%	🚨 regression
40	duckdb:duckdb	-0.5%	-6.7%	+6.6%	+15.7%	➖ noise
40	duckdb:vortex-compact	+3.9%	-6.7%	+11.4%	+10.0%	🚨 regression
40	duckdb:vortex-file-compressed	+0.5%	-6.7%	+7.6%	+10.0%	➖ noise
41	datafusion:vortex-compact	+6.1%	-5.1%	+11.7%	+10.4%	🚨 regression
41	datafusion:vortex-file-compressed	+3.6%	-5.1%	+9.1%	+12.0%	➖ noise
41	duckdb:duckdb	+0.0%	-5.1%	+5.3%	+12.3%	➖ noise
41	duckdb:vortex-compact	+0.0%	-5.1%	+5.3%	+11.2%	➖ noise
41	duckdb:vortex-file-compressed	-3.6%	-5.1%	+1.5%	+10.4%	➖ noise
42	datafusion:vortex-compact	+0.6%	-4.7%	+5.5%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	+6.3%	-4.7%	+11.5%	+10.0%	🚨 regression
42	duckdb:duckdb	+3.3%	-4.7%	+8.4%	+14.0%	➖ noise
42	duckdb:vortex-compact	+0.6%	-4.7%	+5.5%	+18.1%	➖ noise
42	duckdb:vortex-file-compressed	+1.3%	-4.7%	+6.2%	+15.3%	➖ noise
43	datafusion:vortex-compact	+1.3%	-1.9%	+3.2%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+7.6%	-1.9%	+9.7%	+10.2%	➖ noise
43	duckdb:duckdb	+11.9%	-1.9%	+14.0%	+36.5%	➖ noise
43	duckdb:vortex-compact	+0.9%	-1.9%	+2.8%	+16.7%	➖ noise
43	duckdb:vortex-file-compressed	+6.4%	-1.9%	+8.4%	+10.0%	➖ noise
44	datafusion:vortex-compact	+1.9%	-2.1%	+4.1%	+14.4%	➖ noise
44	datafusion:vortex-file-compressed	+4.1%	-2.1%	+6.4%	+10.0%	➖ noise
44	duckdb:duckdb	+2.0%	-2.1%	+4.2%	+17.2%	➖ noise
44	duckdb:vortex-compact	-1.2%	-2.1%	+1.0%	+11.1%	➖ noise
44	duckdb:vortex-file-compressed	+5.1%	-2.1%	+7.4%	+12.8%	➖ noise
45	datafusion:vortex-compact	+3.0%	-0.8%	+3.8%	+10.1%	➖ noise
45	datafusion:vortex-file-compressed	+0.1%	-0.8%	+0.9%	+10.0%	➖ noise
45	duckdb:duckdb	+3.4%	-0.8%	+4.2%	+12.4%	➖ noise
45	duckdb:vortex-compact	-6.5%	-0.8%	-5.8%	+14.9%	➖ noise
45	duckdb:vortex-file-compressed	+2.9%	-0.8%	+3.7%	+15.5%	➖ noise
46	datafusion:vortex-compact	-0.8%	-0.5%	-0.3%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+1.2%	-0.5%	+1.7%	+10.0%	➖ noise
46	duckdb:duckdb	+6.2%	-0.5%	+6.7%	+10.0%	➖ noise
46	duckdb:vortex-compact	+4.4%	-0.5%	+4.9%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+4.0%	-0.5%	+4.5%	+10.0%	➖ noise
47	datafusion:vortex-compact	+2.5%	-0.1%	+2.6%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+1.0%	-0.1%	+1.1%	+10.0%	➖ noise
47	duckdb:duckdb	-0.7%	-0.1%	-0.7%	+12.0%	➖ noise
47	duckdb:vortex-compact	+2.3%	-0.1%	+2.4%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-2.1%	-0.1%	-2.0%	+10.0%	➖ noise
48	datafusion:vortex-compact	-0.4%	+0.5%	-0.9%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-0.1%	+0.5%	-0.5%	+10.0%	➖ noise
48	duckdb:duckdb	+11.5%	+0.5%	+11.0%	+10.0%	🚨 regression
48	duckdb:vortex-compact	-2.7%	+0.5%	-3.1%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+4.9%	+0.5%	+4.5%	+12.8%	➖ noise
49	datafusion:vortex-compact	+1.8%	-2.6%	+4.5%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	-3.4%	-2.6%	-0.8%	+10.3%	➖ noise
49	duckdb:duckdb	-4.1%	-2.6%	-1.6%	+15.1%	➖ noise
49	duckdb:vortex-compact	+2.1%	-2.6%	+4.9%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	+1.2%	-2.6%	+3.9%	+12.5%	➖ noise
50	datafusion:vortex-compact	+1.5%	-2.3%	+4.0%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+1.4%	-2.3%	+3.8%	+10.0%	➖ noise
50	duckdb:duckdb	+5.0%	-2.3%	+7.5%	+10.0%	➖ noise
50	duckdb:vortex-compact	+0.4%	-2.3%	+2.8%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	-2.4%	-2.3%	-0.1%	+10.0%	➖ noise
51	datafusion:vortex-compact	+1.5%	-10.4%	+13.3%	+11.4%	🚨 regression
51	datafusion:vortex-file-compressed	+0.4%	-10.4%	+12.1%	+11.5%	🚨 regression
51	duckdb:duckdb	+7.9%	-10.4%	+20.5%	+18.5%	🚨 regression
51	duckdb:vortex-compact	-0.5%	-10.4%	+11.1%	+17.9%	➖ noise
51	duckdb:vortex-file-compressed	+0.5%	-10.4%	+12.3%	+11.8%	🚨 regression
52	datafusion:vortex-compact	-5.4%	-1.9%	-3.6%	+12.3%	➖ noise
52	datafusion:vortex-file-compressed	-3.5%	-1.9%	-1.7%	+19.2%	➖ noise
52	duckdb:duckdb	+8.0%	-1.9%	+10.1%	+17.3%	➖ noise
52	duckdb:vortex-compact	+1.2%	-1.9%	+3.2%	+21.7%	➖ noise
52	duckdb:vortex-file-compressed	-3.0%	-1.9%	-1.2%	+20.5%	➖ noise
53	datafusion:vortex-compact	+1.4%	+2.5%	-1.1%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	-3.7%	+2.5%	-6.0%	+10.0%	➖ noise
53	duckdb:duckdb	+4.5%	+2.5%	+1.9%	+12.2%	➖ noise
53	duckdb:vortex-compact	+2.1%	+2.5%	-0.4%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	-3.3%	+2.5%	-5.7%	+10.0%	➖ noise
54	datafusion:vortex-compact	+3.1%	+4.5%	-1.3%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+0.6%	+4.5%	-3.7%	+10.0%	➖ noise
54	duckdb:duckdb	+4.2%	+4.5%	-0.3%	+11.5%	➖ noise
54	duckdb:vortex-compact	+2.8%	+4.5%	-1.7%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+10.0%	+4.5%	+5.2%	+12.6%	➖ noise
55	datafusion:vortex-compact	+6.7%	+0.6%	+6.0%	+10.5%	➖ noise
55	datafusion:vortex-file-compressed	-1.9%	+0.6%	-2.5%	+10.0%	➖ noise
55	duckdb:duckdb	+3.8%	+0.6%	+3.2%	+16.8%	➖ noise
55	duckdb:vortex-compact	+7.4%	+0.6%	+6.7%	+11.9%	➖ noise
55	duckdb:vortex-file-compressed	+3.2%	+0.6%	+2.6%	+15.0%	➖ noise
56	datafusion:vortex-compact	+0.7%	+0.0%	+0.7%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+0.7%	+0.0%	+0.7%	+10.0%	➖ noise
56	duckdb:duckdb	-1.8%	+0.0%	-1.9%	+10.8%	➖ noise
56	duckdb:vortex-compact	+2.0%	+0.0%	+2.0%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	+4.6%	+0.0%	+4.5%	+11.0%	➖ noise
57	datafusion:vortex-compact	+7.5%	-4.4%	+12.4%	+10.0%	🚨 regression
57	datafusion:vortex-file-compressed	+1.7%	-4.4%	+6.4%	+10.0%	➖ noise
57	duckdb:duckdb	+4.9%	-4.4%	+9.7%	+10.0%	➖ noise
57	duckdb:vortex-compact	+7.1%	-4.4%	+12.0%	+16.0%	➖ noise
57	duckdb:vortex-file-compressed	-5.8%	-4.4%	-1.5%	+20.7%	➖ noise
58	datafusion:vortex-compact	+2.2%	-0.4%	+2.6%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+0.2%	-0.4%	+0.6%	+10.0%	➖ noise
58	duckdb:duckdb	+2.6%	-0.4%	+3.0%	+12.2%	➖ noise
58	duckdb:vortex-compact	-2.2%	-0.4%	-1.8%	+18.8%	➖ noise
58	duckdb:vortex-file-compressed	-2.8%	-0.4%	-2.4%	+12.1%	➖ noise
59	datafusion:vortex-compact	+0.7%	-6.0%	+7.1%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+0.8%	-6.0%	+7.2%	+10.0%	➖ noise
59	duckdb:duckdb	+1.7%	-6.0%	+8.2%	+10.0%	➖ noise
59	duckdb:vortex-compact	+4.6%	-6.0%	+11.3%	+10.0%	🚨 regression
59	duckdb:vortex-file-compressed	+4.8%	-6.0%	+11.6%	+10.0%	🚨 regression
60	datafusion:vortex-compact	+2.3%	-8.5%	+11.7%	+10.0%	🚨 regression
60	datafusion:vortex-file-compressed	+2.1%	-8.5%	+11.6%	+10.0%	🚨 regression
60	duckdb:duckdb	-0.4%	-8.5%	+8.8%	+10.0%	➖ noise
60	duckdb:vortex-compact	+2.5%	-8.5%	+12.0%	+10.0%	🚨 regression
60	duckdb:vortex-file-compressed	+5.8%	-8.5%	+15.6%	+11.8%	🚨 regression
61	datafusion:vortex-compact	-0.9%	-3.3%	+2.5%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-0.1%	-3.3%	+3.3%	+10.0%	➖ noise
61	duckdb:duckdb	+3.1%	-3.3%	+6.7%	+10.0%	➖ noise
61	duckdb:vortex-compact	-0.8%	-3.3%	+2.6%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	+0.9%	-3.3%	+4.4%	+11.2%	➖ noise
62	datafusion:vortex-compact	+0.2%	+4.1%	-3.7%	+16.1%	➖ noise
62	datafusion:vortex-file-compressed	+0.9%	+4.1%	-3.1%	+16.3%	➖ noise
62	duckdb:duckdb	+1.7%	+4.1%	-2.2%	+23.5%	➖ noise
62	duckdb:vortex-compact	+20.7%	+4.1%	+16.0%	+26.6%	➖ noise
62	duckdb:vortex-file-compressed	-0.4%	+4.1%	-4.3%	+25.5%	➖ noise
63	datafusion:vortex-compact	-1.7%	-1.5%	-0.2%	+11.9%	➖ noise
63	datafusion:vortex-file-compressed	+0.5%	-1.5%	+2.1%	+10.0%	➖ noise
63	duckdb:duckdb	+4.0%	-1.5%	+5.6%	+11.5%	➖ noise
63	duckdb:vortex-compact	+3.0%	-1.5%	+4.6%	+10.1%	➖ noise
63	duckdb:vortex-file-compressed	+7.0%	-1.5%	+8.7%	+10.2%	➖ noise
64	datafusion:vortex-compact	+1.6%	-4.4%	+6.2%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+1.4%	-4.4%	+6.0%	+10.0%	➖ noise
64	duckdb:duckdb	+2.1%	-4.4%	+6.8%	+16.4%	➖ noise
64	duckdb:vortex-compact	+0.8%	-4.4%	+5.4%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+5.6%	-4.4%	+10.4%	+10.0%	🚨 regression
65	datafusion:vortex-compact	+2.2%	-2.1%	+4.3%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+3.3%	-2.1%	+5.4%	+10.0%	➖ noise
65	duckdb:duckdb	+7.7%	-2.1%	+10.0%	+16.1%	➖ noise
65	duckdb:vortex-compact	+5.3%	-2.1%	+7.5%	+13.5%	➖ noise
65	duckdb:vortex-file-compressed	+3.7%	-2.1%	+5.9%	+10.0%	➖ noise
66	datafusion:vortex-compact	-2.2%	-3.1%	+0.9%	+11.9%	➖ noise
66	datafusion:vortex-file-compressed	+2.1%	-3.1%	+5.3%	+11.1%	➖ noise
66	duckdb:duckdb	+11.3%	-3.1%	+14.9%	+13.6%	🚨 regression
66	duckdb:vortex-compact	+5.6%	-3.1%	+8.9%	+14.2%	➖ noise
66	duckdb:vortex-file-compressed	+6.4%	-3.1%	+9.8%	+11.1%	➖ noise
67	datafusion:vortex-compact	+2.1%	-7.4%	+10.4%	+10.0%	🚨 regression
67	datafusion:vortex-file-compressed	-4.8%	-7.4%	+2.8%	+10.0%	➖ noise
67	duckdb:duckdb	+4.9%	-7.4%	+13.4%	+10.0%	🚨 regression
67	duckdb:vortex-compact	-1.5%	-7.4%	+6.4%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+2.2%	-7.4%	+10.4%	+10.0%	🚨 regression
68	datafusion:vortex-compact	+1.0%	-5.0%	+6.3%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+1.2%	-5.0%	+6.6%	+10.0%	➖ noise
68	duckdb:duckdb	+2.9%	-5.0%	+8.3%	+10.0%	➖ noise
68	duckdb:vortex-compact	+4.0%	-5.0%	+9.4%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+2.0%	-5.0%	+7.4%	+10.0%	➖ noise
69	datafusion:vortex-compact	-0.2%	-3.1%	+3.0%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+2.2%	-3.1%	+5.5%	+10.0%	➖ noise
69	duckdb:duckdb	-1.6%	-3.1%	+1.5%	+20.1%	➖ noise
69	duckdb:vortex-compact	+3.0%	-3.1%	+6.3%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+0.7%	-3.1%	+3.9%	+10.0%	➖ noise
70	datafusion:vortex-compact	+5.4%	-3.4%	+9.1%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+1.5%	-3.4%	+5.1%	+10.0%	➖ noise
70	duckdb:duckdb	+1.3%	-3.4%	+4.8%	+15.5%	➖ noise
70	duckdb:vortex-compact	+2.5%	-3.4%	+6.0%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+8.0%	-3.4%	+11.8%	+10.5%	🚨 regression
71	datafusion:vortex-compact	-1.6%	+3.7%	-5.1%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+3.6%	+3.7%	-0.1%	+10.4%	➖ noise
71	duckdb:duckdb	+5.6%	+3.7%	+1.8%	+15.6%	➖ noise
71	duckdb:vortex-compact	-1.9%	+3.7%	-5.4%	+15.0%	➖ noise
71	duckdb:vortex-file-compressed	+1.8%	+3.7%	-1.8%	+12.8%	➖ noise
72	datafusion:vortex-compact	+1.7%	+0.9%	+0.8%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+1.6%	+0.9%	+0.7%	+10.0%	➖ noise
72	duckdb:duckdb	-1.4%	+0.9%	-2.3%	+13.3%	➖ noise
72	duckdb:vortex-compact	+0.2%	+0.9%	-0.7%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+1.9%	+0.9%	+1.0%	+10.0%	➖ noise
73	datafusion:vortex-compact	+1.3%	+1.6%	-0.3%	+13.9%	➖ noise
73	datafusion:vortex-file-compressed	+2.5%	+1.6%	+0.9%	+23.5%	➖ noise
73	duckdb:duckdb	+9.5%	+1.6%	+7.8%	+12.1%	➖ noise
73	duckdb:vortex-compact	+7.1%	+1.6%	+5.5%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+2.0%	+1.6%	+0.4%	+10.0%	➖ noise
74	datafusion:vortex-compact	-2.2%	-4.8%	+2.7%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+2.1%	-4.8%	+7.3%	+10.0%	➖ noise
74	duckdb:duckdb	+6.2%	-4.8%	+11.5%	+10.0%	🚨 regression
74	duckdb:vortex-compact	+2.2%	-4.8%	+7.3%	+17.1%	➖ noise
74	duckdb:vortex-file-compressed	+2.1%	-4.8%	+7.3%	+10.0%	➖ noise
75	datafusion:vortex-compact	+0.4%	+0.1%	+0.4%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+4.9%	+0.1%	+4.8%	+10.0%	➖ noise
75	duckdb:duckdb	+6.0%	+0.1%	+5.9%	+10.0%	➖ noise
75	duckdb:vortex-compact	+5.3%	+0.1%	+5.2%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	+4.5%	+0.1%	+4.4%	+10.0%	➖ noise
76	datafusion:vortex-compact	+2.1%	+5.5%	-3.3%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	+3.9%	+5.5%	-1.5%	+10.0%	➖ noise
76	duckdb:duckdb	+5.8%	+5.5%	+0.3%	+13.5%	➖ noise
76	duckdb:vortex-compact	+9.9%	+5.5%	+4.2%	+13.7%	➖ noise
76	duckdb:vortex-file-compressed	+20.4%	+5.5%	+14.2%	+28.1%	➖ noise
77	datafusion:vortex-compact	+2.2%	+1.0%	+1.1%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	+1.9%	+1.0%	+0.9%	+10.0%	➖ noise
77	duckdb:duckdb	+1.7%	+1.0%	+0.7%	+10.0%	➖ noise
77	duckdb:vortex-compact	+7.0%	+1.0%	+5.9%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+3.0%	+1.0%	+1.9%	+10.6%	➖ noise
78	datafusion:vortex-compact	+1.1%	+0.3%	+0.8%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+1.9%	+0.3%	+1.6%	+10.0%	➖ noise
78	duckdb:duckdb	+1.8%	+0.3%	+1.4%	+10.0%	➖ noise
78	duckdb:vortex-compact	+0.4%	+0.3%	+0.1%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-2.6%	+0.3%	-2.9%	+10.0%	➖ noise
79	datafusion:vortex-compact	-1.7%	+1.6%	-3.2%	+10.1%	➖ noise
79	datafusion:vortex-file-compressed	-1.1%	+1.6%	-2.6%	+10.0%	➖ noise
79	duckdb:duckdb	+2.4%	+1.6%	+0.8%	+10.0%	➖ noise
79	duckdb:vortex-compact	-0.8%	+1.6%	-2.3%	+11.7%	➖ noise
79	duckdb:vortex-file-compressed	+5.0%	+1.6%	+3.4%	+12.8%	➖ noise
80	datafusion:vortex-compact	+1.6%	+2.8%	-1.2%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-2.1%	+2.8%	-4.8%	+10.0%	➖ noise
80	duckdb:duckdb	+5.8%	+2.8%	+2.9%	+14.6%	➖ noise
80	duckdb:vortex-compact	-1.7%	+2.8%	-4.3%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+6.0%	+2.8%	+3.2%	+10.0%	➖ noise
81	datafusion:vortex-compact	+0.3%	+3.3%	-2.9%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	+3.6%	+3.3%	+0.3%	+10.0%	➖ noise
81	duckdb:duckdb	+4.5%	+3.3%	+1.1%	+10.0%	➖ noise
81	duckdb:vortex-compact	+3.1%	+3.3%	-0.2%	+11.5%	➖ noise
81	duckdb:vortex-file-compressed	+6.4%	+3.3%	+3.0%	+10.2%	➖ noise
82	datafusion:vortex-compact	+2.4%	-0.0%	+2.4%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-0.1%	-0.0%	-0.1%	+11.8%	➖ noise
82	duckdb:duckdb	+4.4%	-0.0%	+4.4%	+15.6%	➖ noise
82	duckdb:vortex-compact	-5.0%	-0.0%	-5.0%	+19.9%	➖ noise
82	duckdb:vortex-file-compressed	-0.5%	-0.0%	-0.5%	+12.0%	➖ noise
83	datafusion:vortex-compact	+1.0%	+1.1%	-0.1%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+3.3%	+1.1%	+2.1%	+10.0%	➖ noise
83	duckdb:duckdb	+2.3%	+1.1%	+1.2%	+15.9%	➖ noise
83	duckdb:vortex-compact	+4.9%	+1.1%	+3.8%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	-2.4%	+1.1%	-3.5%	+10.8%	➖ noise
84	datafusion:vortex-compact	+0.9%	-0.1%	+0.9%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	+3.2%	-0.1%	+3.3%	+10.0%	➖ noise
84	duckdb:duckdb	+6.0%	-0.1%	+6.1%	+25.0%	➖ noise
84	duckdb:vortex-compact	+5.2%	-0.1%	+5.2%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+4.7%	-0.1%	+4.7%	+10.0%	➖ noise
85	datafusion:vortex-compact	+2.3%	+1.2%	+1.0%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+2.0%	+1.2%	+0.8%	+10.0%	➖ noise
85	duckdb:duckdb	+13.2%	+1.2%	+11.9%	+16.5%	➖ noise
85	duckdb:vortex-compact	+1.1%	+1.2%	-0.1%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+5.2%	+1.2%	+4.0%	+10.0%	➖ noise
86	datafusion:vortex-compact	+2.0%	-3.9%	+6.1%	+10.0%	➖ noise
86	datafusion:vortex-file-compressed	+7.8%	-3.9%	+12.2%	+13.9%	➖ noise
86	duckdb:duckdb	+13.4%	-3.9%	+18.0%	+12.0%	🚨 regression
86	duckdb:vortex-compact	+1.4%	-3.9%	+5.5%	+14.6%	➖ noise
86	duckdb:vortex-file-compressed	-1.8%	-3.9%	+2.2%	+13.7%	➖ noise
87	datafusion:vortex-compact	+1.0%	+2.9%	-1.9%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+1.0%	+2.9%	-1.8%	+10.0%	➖ noise
87	duckdb:duckdb	+5.3%	+2.9%	+2.4%	+12.4%	➖ noise
87	duckdb:vortex-compact	+10.2%	+2.9%	+7.1%	+17.1%	➖ noise
87	duckdb:vortex-file-compressed	+1.6%	+2.9%	-1.3%	+14.9%	➖ noise
88	datafusion:vortex-compact	+1.7%	+1.8%	-0.1%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+0.7%	+1.8%	-1.1%	+10.0%	➖ noise
88	duckdb:duckdb	+4.0%	+1.8%	+2.2%	+10.0%	➖ noise
88	duckdb:vortex-compact	+5.4%	+1.8%	+3.5%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+2.2%	+1.8%	+0.4%	+10.0%	➖ noise
89	datafusion:vortex-compact	+0.3%	+0.8%	-0.4%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	-0.8%	+0.8%	-1.6%	+10.0%	➖ noise
89	duckdb:duckdb	+5.7%	+0.8%	+4.9%	+12.7%	➖ noise
89	duckdb:vortex-compact	+0.7%	+0.8%	-0.0%	+12.7%	➖ noise
89	duckdb:vortex-file-compressed	+7.8%	+0.8%	+7.0%	+12.5%	➖ noise
90	datafusion:vortex-compact	+0.1%	-0.7%	+0.8%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	+1.9%	-0.7%	+2.6%	+10.0%	➖ noise
90	duckdb:duckdb	+0.6%	-0.7%	+1.3%	+11.7%	➖ noise
90	duckdb:vortex-compact	+7.1%	-0.7%	+7.8%	+10.7%	➖ noise
90	duckdb:vortex-file-compressed	-1.9%	-0.7%	-1.2%	+12.8%	➖ noise
91	datafusion:vortex-compact	+1.2%	-2.3%	+3.5%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+6.6%	-2.3%	+9.1%	+10.0%	➖ noise
91	duckdb:duckdb	+6.5%	-2.3%	+9.0%	+16.4%	➖ noise
91	duckdb:vortex-compact	-2.2%	-2.3%	+0.0%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+3.7%	-2.3%	+6.1%	+10.0%	➖ noise
92	datafusion:vortex-compact	+1.1%	-0.6%	+1.8%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	-0.3%	-0.6%	+0.3%	+10.0%	➖ noise
92	duckdb:duckdb	+12.3%	-0.6%	+13.0%	+15.3%	➖ noise
92	duckdb:vortex-compact	-6.6%	-0.6%	-5.9%	+13.5%	➖ noise
92	duckdb:vortex-file-compressed	+3.5%	-0.6%	+4.2%	+14.1%	➖ noise
93	datafusion:vortex-compact	-0.6%	+4.4%	-4.8%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-1.0%	+4.4%	-5.2%	+10.0%	➖ noise
93	duckdb:duckdb	+6.3%	+4.4%	+1.8%	+10.0%	➖ noise
93	duckdb:vortex-compact	+4.9%	+4.4%	+0.4%	+10.2%	➖ noise
93	duckdb:vortex-file-compressed	+5.7%	+4.4%	+1.2%	+15.6%	➖ noise
94	datafusion:vortex-compact	+2.0%	-4.7%	+7.0%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	-5.2%	-4.7%	-0.5%	+17.0%	➖ noise
94	duckdb:duckdb	+5.3%	-4.7%	+10.5%	+16.3%	➖ noise
94	duckdb:vortex-compact	+5.5%	-4.7%	+10.7%	+15.7%	➖ noise
94	duckdb:vortex-file-compressed	-2.7%	-4.7%	+2.1%	+11.8%	➖ noise
95	datafusion:vortex-compact	+3.9%	+6.2%	-2.2%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	+4.0%	+6.2%	-2.0%	+10.0%	➖ noise
95	duckdb:duckdb	-12.2%	+6.2%	-17.3%	+11.3%	✅ faster
95	duckdb:vortex-compact	-3.6%	+6.2%	-9.2%	+14.5%	➖ noise
95	duckdb:vortex-file-compressed	+2.1%	+6.2%	-3.9%	+20.2%	➖ noise
96	datafusion:vortex-compact	-1.2%	+2.8%	-3.9%	+10.1%	➖ noise
96	datafusion:vortex-file-compressed	-1.3%	+2.8%	-4.0%	+11.1%	➖ noise
96	duckdb:duckdb	+2.7%	+2.8%	-0.1%	+14.3%	➖ noise
96	duckdb:vortex-compact	+7.9%	+2.8%	+5.0%	+10.0%	➖ noise
96	duckdb:vortex-file-compressed	-1.7%	+2.8%	-4.3%	+12.5%	➖ noise
97	datafusion:vortex-compact	+2.3%	+5.3%	-2.9%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+2.3%	+5.3%	-2.8%	+10.0%	➖ noise
97	duckdb:duckdb	-1.2%	+5.3%	-6.2%	+10.0%	➖ noise
97	duckdb:vortex-compact	+1.5%	+5.3%	-3.6%	+12.3%	➖ noise
97	duckdb:vortex-file-compressed	+1.9%	+5.3%	-3.2%	+14.2%	➖ noise
98	datafusion:vortex-compact	-0.5%	-0.7%	+0.2%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+2.6%	-0.7%	+3.4%	+10.0%	➖ noise
98	duckdb:duckdb	+6.1%	-0.7%	+6.9%	+11.1%	➖ noise
98	duckdb:vortex-compact	+14.5%	-0.7%	+15.3%	+12.7%	🚨 regression
98	duckdb:vortex-file-compressed	-6.9%	-0.7%	-6.2%	+13.7%	➖ noise
99	datafusion:vortex-compact	-1.7%	+4.4%	-5.9%	+10.0%	➖ noise
99	datafusion:vortex-file-compressed	-1.9%	+4.4%	-6.0%	+11.2%	➖ noise
99	duckdb:duckdb	-2.4%	+4.4%	-6.5%	+18.9%	➖ noise
99	duckdb:vortex-compact	-0.3%	+4.4%	-4.5%	+18.4%	➖ noise
99	duckdb:vortex-file-compressed	+2.2%	+4.4%	-2.1%	+23.4%	➖ noise

[github-actions]

BENCHMARK FAILED

Benchmark Random Access failed! Check the workflow run for details.

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.6%
Vortex (geomean): 0.945x ➖
Parquet (geomean): 0.972x ➖
Shifts: Parquet (control) -2.8% · Median polish -3.9%

---

datafusion / vortex-file-compressed (0.915x ➖, 9↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	378612458	420906414	0.90
tpch_q02/datafusion:vortex-file-compressed	117132340	125269818	0.94
tpch_q03/datafusion:vortex-file-compressed	201288129	218812378	0.92
tpch_q04/datafusion:vortex-file-compressed	99541949	101862986	0.98
tpch_q05/datafusion:vortex-file-compressed 🚀	379157893	447441088	0.85
tpch_q06/datafusion:vortex-file-compressed 🚀	41311454	46997295	0.88
tpch_q07/datafusion:vortex-file-compressed 🚀	558191041	675072375	0.83
tpch_q08/datafusion:vortex-file-compressed 🚀	377833477	441643490	0.86
tpch_q09/datafusion:vortex-file-compressed 🚀	662394024	745384071	0.89
tpch_q10/datafusion:vortex-file-compressed 🚀	238493355	266477609	0.89
tpch_q11/datafusion:vortex-file-compressed	86088852	87405322	0.98
tpch_q12/datafusion:vortex-file-compressed	109309650	118198379	0.92
tpch_q13/datafusion:vortex-file-compressed	220731693	242647024	0.91
tpch_q14/datafusion:vortex-file-compressed 🚀	56622750	63089714	0.90
tpch_q15/datafusion:vortex-file-compressed	106199976	111663514	0.95
tpch_q16/datafusion:vortex-file-compressed	80008708	83880672	0.95
tpch_q17/datafusion:vortex-file-compressed	647553049	718305391	0.90
tpch_q18/datafusion:vortex-file-compressed 🚀	877943122	981125141	0.89
tpch_q19/datafusion:vortex-file-compressed	98102960	103347724	0.95
tpch_q20/datafusion:vortex-file-compressed	170763380	181755727	0.94
tpch_q21/datafusion:vortex-file-compressed	666990958	698841971	0.95
tpch_q22/datafusion:vortex-file-compressed	61525120	63319408	0.97

datafusion / vortex-compact (0.961x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	431251190	457507076	0.94
tpch_q02/datafusion:vortex-compact	118231871	127495962	0.93
tpch_q03/datafusion:vortex-compact	216114296	225313350	0.96
tpch_q04/datafusion:vortex-compact	121098920	123875046	0.98
tpch_q05/datafusion:vortex-compact	391035248	411894013	0.95
tpch_q06/datafusion:vortex-compact	64777816	65839440	0.98
tpch_q07/datafusion:vortex-compact	588059557	615556500	0.96
tpch_q08/datafusion:vortex-compact	388547455	404342801	0.96
tpch_q09/datafusion:vortex-compact	679202929	712981809	0.95
tpch_q10/datafusion:vortex-compact	275152964	287678273	0.96
tpch_q11/datafusion:vortex-compact	90048007	95046314	0.95
tpch_q12/datafusion:vortex-compact	168527055	177242729	0.95
tpch_q13/datafusion:vortex-compact	274254639	280933377	0.98
tpch_q14/datafusion:vortex-compact	74344470	77671279	0.96
tpch_q15/datafusion:vortex-compact	165689357	172629754	0.96
tpch_q16/datafusion:vortex-compact	83693419	85409705	0.98
tpch_q17/datafusion:vortex-compact	647080389	683522413	0.95
tpch_q18/datafusion:vortex-compact	885193788	932481788	0.95
tpch_q19/datafusion:vortex-compact	140359966	146782670	0.96
tpch_q20/datafusion:vortex-compact	200158486	198904484	1.01
tpch_q21/datafusion:vortex-compact	702622164	714530612	0.98
tpch_q22/datafusion:vortex-compact	71377151	74446074	0.96

datafusion / parquet (0.960x ➖, 1↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	416224494	478969659	0.87
tpch_q02/datafusion:parquet	187523784	204309701	0.92
tpch_q03/datafusion:parquet	301344314	315479199	0.96
tpch_q04/datafusion:parquet	136467503	138538306	0.99
tpch_q05/datafusion:parquet	445358713	450939613	0.99
tpch_q06/datafusion:parquet	125680530	126872729	0.99
tpch_q07/datafusion:parquet	629393097	637698775	0.99
tpch_q08/datafusion:parquet	488552394	502306192	0.97
tpch_q09/datafusion:parquet	758118498	791803708	0.96
tpch_q10/datafusion:parquet	504029148	529647696	0.95
tpch_q11/datafusion:parquet	130084802	133819919	0.97
tpch_q12/datafusion:parquet	216208717	222355644	0.97
tpch_q13/datafusion:parquet	335979033	344015321	0.98
tpch_q14/datafusion:parquet	160523318	159947422	1.00
tpch_q15/datafusion:parquet	246946181	248283000	0.99
tpch_q16/datafusion:parquet	137469284	143751155	0.96
tpch_q17/datafusion:parquet	679344414	745002215	0.91
tpch_q18/datafusion:parquet	887334475	951772043	0.93
tpch_q19/datafusion:parquet	266736504	278000837	0.96
tpch_q20/datafusion:parquet	304478743	321230629	0.95
tpch_q21/datafusion:parquet	741259881	781683292	0.95
tpch_q22/datafusion:parquet	218280454	223598299	0.98

datafusion / arrow (0.926x ➖, 4↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	593309732	661989867	0.90
tpch_q02/datafusion:arrow	166331825	171356085	0.97
tpch_q03/datafusion:arrow	461925007	489034608	0.94
tpch_q04/datafusion:arrow	338491035	363330865	0.93
tpch_q05/datafusion:arrow	917601972	998440987	0.92
tpch_q06/datafusion:arrow	278284026	303514522	0.92
tpch_q07/datafusion:arrow	1150004993	1277452784	0.90
tpch_q08/datafusion:arrow	1166552398	1260638499	0.93
tpch_q09/datafusion:arrow	1369392869	1431376573	0.96
tpch_q10/datafusion:arrow	608693808	651948829	0.93
tpch_q11/datafusion:arrow	151370399	157284516	0.96
tpch_q12/datafusion:arrow	670307200	728377997	0.92
tpch_q13/datafusion:arrow	531455923	545818321	0.97
tpch_q14/datafusion:arrow	318539066	328923158	0.97
tpch_q15/datafusion:arrow	693715130	738224550	0.94
tpch_q16/datafusion:arrow	111583409	113608479	0.98
tpch_q17/datafusion:arrow 🚀	1391450574	1579530416	0.88
tpch_q18/datafusion:arrow	1922987998	2120407426	0.91
tpch_q19/datafusion:arrow 🚀	532113609	615537360	0.86
tpch_q20/datafusion:arrow 🚀	497357615	613705095	0.81
tpch_q21/datafusion:arrow	3088820518	3231556068	0.96
tpch_q22/datafusion:arrow	146184677	156679727	0.93

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

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	173250490	180859866	0.96
tpch_q02/duckdb:vortex-file-compressed	53308446	54844061	0.97
tpch_q03/duckdb:vortex-file-compressed	126693055	132377451	0.96
tpch_q04/duckdb:vortex-file-compressed	148987601	156488959	0.95
tpch_q05/duckdb:vortex-file-compressed	130604414	139880595	0.93
tpch_q06/duckdb:vortex-file-compressed	49997132	50495183	0.99
tpch_q07/duckdb:vortex-file-compressed	146107379	151906017	0.96
tpch_q08/duckdb:vortex-file-compressed	175332910	188757620	0.93
tpch_q09/duckdb:vortex-file-compressed	333276282	347482491	0.96
tpch_q10/duckdb:vortex-file-compressed	154637394	158143322	0.98
tpch_q11/duckdb:vortex-file-compressed	36495014	37605481	0.97
tpch_q12/duckdb:vortex-file-compressed	90234228	93856707	0.96
tpch_q13/duckdb:vortex-file-compressed	245330200	259536920	0.95
tpch_q14/duckdb:vortex-file-compressed	71585343	74474195	0.96
tpch_q15/duckdb:vortex-file-compressed	97049500	102350372	0.95
tpch_q16/duckdb:vortex-file-compressed	77609271	84187017	0.92
tpch_q17/duckdb:vortex-file-compressed	102111605	107000306	0.95
tpch_q18/duckdb:vortex-file-compressed	284893462	298249190	0.96
tpch_q19/duckdb:vortex-file-compressed	91545437	95412882	0.96
tpch_q20/duckdb:vortex-file-compressed	173166449	171645399	1.01
tpch_q21/duckdb:vortex-file-compressed	552503004	586786170	0.94
tpch_q22/duckdb:vortex-file-compressed	77761730	80435758	0.97

duckdb / vortex-compact (0.946x ➖, 4↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	229450791	232349772	0.99
tpch_q02/duckdb:vortex-compact	58063415	60061798	0.97
tpch_q03/duckdb:vortex-compact	141284910	144825805	0.98
tpch_q04/duckdb:vortex-compact	176202086	177227693	0.99
tpch_q05/duckdb:vortex-compact	149350025	153750998	0.97
tpch_q06/duckdb:vortex-compact	90484225	85773294	1.05
tpch_q07/duckdb:vortex-compact	205752936	209370084	0.98
tpch_q08/duckdb:vortex-compact	192693445	204714323	0.94
tpch_q09/duckdb:vortex-compact	363631962	377858610	0.96
tpch_q10/duckdb:vortex-compact 🚀	184015792	210722076	0.87
tpch_q11/duckdb:vortex-compact 🚀	42188533	47222095	0.89
tpch_q12/duckdb:vortex-compact	206059260	215331651	0.96
tpch_q13/duckdb:vortex-compact	295904011	312654534	0.95
tpch_q14/duckdb:vortex-compact	104694627	116087708	0.90
tpch_q15/duckdb:vortex-compact	120446163	125210907	0.96
tpch_q16/duckdb:vortex-compact 🚀	85174689	96737545	0.88
tpch_q17/duckdb:vortex-compact	117976107	128176486	0.92
tpch_q18/duckdb:vortex-compact	298124065	303099763	0.98
tpch_q19/duckdb:vortex-compact	114776275	120322259	0.95
tpch_q20/duckdb:vortex-compact 🚀	205633015	236999558	0.87
tpch_q21/duckdb:vortex-compact	633711134	675754662	0.94
tpch_q22/duckdb:vortex-compact	91573812	100044967	0.92

duckdb / parquet (0.984x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	257902342	266099855	0.97
tpch_q02/duckdb:parquet	104053519	98123883	1.06
tpch_q03/duckdb:parquet	213462411	214717800	0.99
tpch_q04/duckdb:parquet	134644294	138765701	0.97
tpch_q05/duckdb:parquet	219552792	222381227	0.99
tpch_q06/duckdb:parquet	68508044	70426730	0.97
tpch_q07/duckdb:parquet	182582039	186034565	0.98
tpch_q08/duckdb:parquet	255951673	261474289	0.98
tpch_q09/duckdb:parquet	465880572	474350545	0.98
tpch_q10/duckdb:parquet	606206445	620874630	0.98
tpch_q11/duckdb:parquet	41792355	46390014	0.90
tpch_q12/duckdb:parquet	127039725	130559633	0.97
tpch_q13/duckdb:parquet	447236931	430484639	1.04
tpch_q14/duckdb:parquet	171748780	174994299	0.98
tpch_q15/duckdb:parquet	99105034	99416828	1.00
tpch_q16/duckdb:parquet	163784526	162225193	1.01
tpch_q17/duckdb:parquet	179013490	179733450	1.00
tpch_q18/duckdb:parquet	352878263	358067603	0.99
tpch_q19/duckdb:parquet	283860660	286203643	0.99
tpch_q20/duckdb:parquet	229282963	236665479	0.97
tpch_q21/duckdb:parquet	570294932	588142691	0.97
tpch_q22/duckdb:parquet	290261169	295959647	0.98

duckdb / duckdb (0.975x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116932162	123092571	0.95
tpch_q02/duckdb:duckdb	48445808	46728072	1.04
tpch_q03/duckdb:duckdb	98505223	106556717	0.92
tpch_q04/duckdb:duckdb	132672858	137318128	0.97
tpch_q05/duckdb:duckdb	107955856	116600921	0.93
tpch_q06/duckdb:duckdb	38983207	40311033	0.97
tpch_q07/duckdb:duckdb	86097922	92433825	0.93
tpch_q08/duckdb:duckdb	109820499	114085160	0.96
tpch_q09/duckdb:duckdb	278887085	289245671	0.96
tpch_q10/duckdb:duckdb	206168492	211707205	0.97
tpch_q11/duckdb:duckdb	15812944	15593667	1.01
tpch_q12/duckdb:duckdb	83514814	86259245	0.97
tpch_q13/duckdb:duckdb	253387315	266197669	0.95
tpch_q14/duckdb:duckdb	70450093	70852453	0.99
tpch_q15/duckdb:duckdb	78216019	84666125	0.92
tpch_q16/duckdb:duckdb	72310101	75518023	0.96
tpch_q17/duckdb:duckdb	84930139	85575582	0.99
tpch_q18/duckdb:duckdb	212977957	218370507	0.98
tpch_q19/duckdb:duckdb	116117267	114608861	1.01
tpch_q20/duckdb:duckdb	111224039	112451197	0.99
tpch_q21/duckdb:duckdb	296461099	298631986	0.99
tpch_q22/duckdb:duckdb	69366723	63874308	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-10.4%	-8.2%	-2.3%	+10.7%	➖ noise
1	datafusion:vortex-compact	-5.7%	-8.2%	+2.7%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-10.0%	-8.2%	-2.0%	+12.0%	➖ noise
1	duckdb:duckdb	-5.0%	-8.2%	+3.5%	+10.8%	➖ noise
1	duckdb:vortex-compact	-1.2%	-8.2%	+7.6%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-4.2%	-8.2%	+4.4%	+10.0%	➖ noise
2	datafusion:arrow	-2.9%	-1.3%	-1.6%	+10.0%	➖ noise
2	datafusion:vortex-compact	-7.3%	-1.3%	-6.0%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-6.5%	-1.3%	-5.2%	+10.0%	➖ noise
2	duckdb:duckdb	+3.7%	-1.3%	+5.1%	+13.5%	➖ noise
2	duckdb:vortex-compact	-3.3%	-1.3%	-2.0%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.8%	-1.3%	-1.5%	+10.0%	➖ noise
3	datafusion:arrow	-5.5%	-2.6%	-3.1%	+10.0%	➖ noise
3	datafusion:vortex-compact	-4.1%	-2.6%	-1.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-8.0%	-2.6%	-5.6%	+10.0%	➖ noise
3	duckdb:duckdb	-7.6%	-2.6%	-5.1%	+10.0%	➖ noise
3	duckdb:vortex-compact	-2.4%	-2.6%	+0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-4.3%	-2.6%	-1.8%	+10.0%	➖ noise
4	datafusion:arrow	-6.8%	-2.2%	-4.7%	+10.0%	➖ noise
4	datafusion:vortex-compact	-2.2%	-2.2%	-0.0%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.3%	-2.2%	-0.0%	+10.0%	➖ noise
4	duckdb:duckdb	-3.4%	-2.2%	-1.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.6%	-2.2%	+1.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-4.8%	-2.2%	-2.6%	+10.0%	➖ noise
5	datafusion:arrow	-8.1%	-1.3%	-6.9%	+10.0%	➖ noise
5	datafusion:vortex-compact	-5.1%	-1.3%	-3.9%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-15.3%	-1.3%	-14.2%	+10.0%	✅ faster
5	duckdb:duckdb	-7.4%	-1.3%	-6.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	-2.9%	-1.3%	-1.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-6.6%	-1.3%	-5.4%	+10.0%	➖ noise
6	datafusion:arrow	-8.3%	-1.8%	-6.6%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.6%	-1.8%	+0.2%	+13.9%	➖ noise
6	datafusion:vortex-file-compressed	-12.1%	-1.8%	-10.5%	+10.0%	✅ faster
6	duckdb:duckdb	-3.3%	-1.8%	-1.5%	+14.2%	➖ noise
6	duckdb:vortex-compact	+5.5%	-1.8%	+7.5%	+12.3%	➖ noise
6	duckdb:vortex-file-compressed	-1.0%	-1.8%	+0.9%	+16.8%	➖ noise
7	datafusion:arrow	-10.0%	-1.6%	-8.5%	+10.0%	➖ noise
7	datafusion:vortex-compact	-4.5%	-1.6%	-2.9%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-17.3%	-1.6%	-16.0%	+10.0%	✅ faster
7	duckdb:duckdb	-6.9%	-1.6%	-5.4%	+11.3%	➖ noise
7	duckdb:vortex-compact	-1.7%	-1.6%	-0.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.8%	-1.6%	-2.3%	+10.0%	➖ noise
8	datafusion:arrow	-7.5%	-2.4%	-5.2%	+10.0%	➖ noise
8	datafusion:vortex-compact	-3.9%	-2.4%	-1.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-14.4%	-2.4%	-12.3%	+10.0%	✅ faster
8	duckdb:duckdb	-3.7%	-2.4%	-1.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	-5.9%	-2.4%	-3.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-7.1%	-2.4%	-4.8%	+10.0%	➖ noise
9	datafusion:arrow	-4.3%	-3.0%	-1.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	-4.7%	-3.0%	-1.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-11.1%	-3.0%	-8.4%	+10.0%	➖ noise
9	duckdb:duckdb	-3.6%	-3.0%	-0.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	-3.8%	-3.0%	-0.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.1%	-3.0%	-1.1%	+10.0%	➖ noise
10	datafusion:arrow	-6.6%	-3.6%	-3.1%	+10.0%	➖ noise
10	datafusion:vortex-compact	-4.4%	-3.6%	-0.8%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-10.5%	-3.6%	-7.2%	+10.0%	➖ noise
10	duckdb:duckdb	-2.6%	-3.6%	+1.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	-12.7%	-3.6%	-9.4%	+10.0%	✅ faster
10	duckdb:vortex-file-compressed	-2.2%	-3.6%	+1.4%	+10.0%	➖ noise
11	datafusion:arrow	-3.8%	-6.4%	+2.8%	+12.4%	➖ noise
11	datafusion:vortex-compact	-5.3%	-6.4%	+1.2%	+12.4%	➖ noise
11	datafusion:vortex-file-compressed	-1.5%	-6.4%	+5.2%	+13.6%	➖ noise
11	duckdb:duckdb	+1.4%	-6.4%	+8.4%	+21.5%	➖ noise
11	duckdb:vortex-compact	-10.7%	-6.4%	-4.5%	+16.7%	➖ noise
11	duckdb:vortex-file-compressed	-3.0%	-6.4%	+3.7%	+14.2%	➖ noise
12	datafusion:arrow	-8.0%	-2.7%	-5.4%	+39.0%	➖ noise
12	datafusion:vortex-compact	-4.9%	-2.7%	-2.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-7.5%	-2.7%	-4.9%	+10.0%	➖ noise
12	duckdb:duckdb	-3.2%	-2.7%	-0.5%	+10.0%	➖ noise
12	duckdb:vortex-compact	-4.3%	-2.7%	-1.6%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-3.9%	-2.7%	-1.2%	+10.0%	➖ noise
13	datafusion:arrow	-2.6%	+0.7%	-3.3%	+11.5%	➖ noise
13	datafusion:vortex-compact	-2.4%	+0.7%	-3.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-9.0%	+0.7%	-9.7%	+10.0%	✅ faster
13	duckdb:duckdb	-4.8%	+0.7%	-5.5%	+10.0%	➖ noise
13	duckdb:vortex-compact	-5.4%	+0.7%	-6.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-5.5%	+0.7%	-6.2%	+10.0%	➖ noise
14	datafusion:arrow	-3.2%	-0.8%	-2.4%	+10.0%	➖ noise
14	datafusion:vortex-compact	-4.3%	-0.8%	-3.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-10.3%	-0.8%	-9.6%	+14.6%	➖ noise
14	duckdb:duckdb	-0.6%	-0.8%	+0.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	-9.8%	-0.8%	-9.1%	+10.0%	✅ faster
14	duckdb:vortex-file-compressed	-3.9%	-0.8%	-3.1%	+10.1%	➖ noise
15	datafusion:arrow	-6.0%	-0.4%	-5.6%	+10.0%	➖ noise
15	datafusion:vortex-compact	-4.0%	-0.4%	-3.6%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-4.9%	-0.4%	-4.5%	+10.0%	➖ noise
15	duckdb:duckdb	-7.6%	-0.4%	-7.2%	+10.0%	➖ noise
15	duckdb:vortex-compact	-3.8%	-0.4%	-3.4%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-5.2%	-0.4%	-4.8%	+10.0%	➖ noise
16	datafusion:arrow	-1.8%	-1.7%	-0.0%	+11.3%	➖ noise
16	datafusion:vortex-compact	-2.0%	-1.7%	-0.3%	+10.5%	➖ noise
16	datafusion:vortex-file-compressed	-4.6%	-1.7%	-2.9%	+11.3%	➖ noise
16	duckdb:duckdb	-4.2%	-1.7%	-2.6%	+10.2%	➖ noise
16	duckdb:vortex-compact	-12.0%	-1.7%	-10.4%	+11.5%	✅ faster
16	duckdb:vortex-file-compressed	-7.8%	-1.7%	-6.2%	+11.0%	➖ noise
17	datafusion:arrow	-11.9%	-4.7%	-7.6%	+10.0%	➖ noise
17	datafusion:vortex-compact	-5.3%	-4.7%	-0.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-9.8%	-4.7%	-5.4%	+10.1%	➖ noise
17	duckdb:duckdb	-0.8%	-4.7%	+4.1%	+10.0%	➖ noise
17	duckdb:vortex-compact	-8.0%	-4.7%	-3.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-4.6%	-4.7%	+0.1%	+10.0%	➖ noise
18	datafusion:arrow	-9.3%	-4.1%	-5.4%	+10.1%	➖ noise
18	datafusion:vortex-compact	-5.1%	-4.1%	-1.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-10.5%	-4.1%	-6.6%	+10.0%	➖ noise
18	duckdb:duckdb	-2.5%	-4.1%	+1.7%	+10.0%	➖ noise
18	duckdb:vortex-compact	-1.6%	-4.1%	+2.6%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-4.5%	-4.1%	-0.3%	+10.0%	➖ noise
19	datafusion:arrow	-13.6%	-2.4%	-11.4%	+10.0%	✅ faster
19	datafusion:vortex-compact	-4.4%	-2.4%	-2.0%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.1%	-2.4%	-2.7%	+10.0%	➖ noise
19	duckdb:duckdb	+1.3%	-2.4%	+3.9%	+10.0%	➖ noise
19	duckdb:vortex-compact	-4.6%	-2.4%	-2.2%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-4.1%	-2.4%	-1.6%	+10.0%	➖ noise
20	datafusion:arrow	-19.0%	-4.2%	-15.4%	+10.0%	✅ faster
20	datafusion:vortex-compact	+0.6%	-4.2%	+5.0%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-6.0%	-4.2%	-2.0%	+10.0%	➖ noise
20	duckdb:duckdb	-1.1%	-4.2%	+3.2%	+10.0%	➖ noise
20	duckdb:vortex-compact	-13.2%	-4.2%	-9.5%	+10.0%	✅ faster
20	duckdb:vortex-file-compressed	+0.9%	-4.2%	+5.3%	+10.0%	➖ noise
21	datafusion:arrow	-4.4%	-4.1%	-0.3%	+10.0%	➖ noise
21	datafusion:vortex-compact	-1.7%	-4.1%	+2.5%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-4.6%	-4.1%	-0.5%	+10.0%	➖ noise
21	duckdb:duckdb	-0.7%	-4.1%	+3.5%	+10.0%	➖ noise
21	duckdb:vortex-compact	-6.2%	-4.1%	-2.2%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-5.8%	-4.1%	-1.8%	+10.0%	➖ noise
22	datafusion:arrow	-6.7%	-2.2%	-4.6%	+10.0%	➖ noise
22	datafusion:vortex-compact	-4.1%	-2.2%	-2.0%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-2.8%	-2.2%	-0.7%	+10.0%	➖ noise
22	duckdb:duckdb	+8.6%	-2.2%	+11.0%	+10.0%	🚨 regression
22	duckdb:vortex-compact	-8.5%	-2.2%	-6.5%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-3.3%	-2.2%	-1.2%	+10.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.8%
Vortex (geomean): 1.059x ➖
Parquet (geomean): 1.041x ➖
Shifts: Parquet (control) +4.1% · Median polish +5.5%

---

datafusion / vortex-file-compressed (1.098x ➖, 0↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	249668517	207912509	1.20
tpch_q02/datafusion:vortex-file-compressed	459813183	427060664	1.08
tpch_q03/datafusion:vortex-file-compressed	366153566	341501882	1.07
tpch_q04/datafusion:vortex-file-compressed	191379339	195020434	0.98
tpch_q05/datafusion:vortex-file-compressed	384645128	442481557	0.87
tpch_q06/datafusion:vortex-file-compressed	272202472	273827056	0.99
tpch_q07/datafusion:vortex-file-compressed	367754980	355388113	1.03
tpch_q08/datafusion:vortex-file-compressed	521817656	506821297	1.03
tpch_q09/datafusion:vortex-file-compressed	349636859	304234364	1.15
tpch_q10/datafusion:vortex-file-compressed	477101809	378660059	1.26
tpch_q11/datafusion:vortex-file-compressed	284869596	262911604	1.08
tpch_q12/datafusion:vortex-file-compressed	310057271	294836877	1.05
tpch_q13/datafusion:vortex-file-compressed	219958404	212216950	1.04
tpch_q14/datafusion:vortex-file-compressed	177507950	157581705	1.13
tpch_q15/datafusion:vortex-file-compressed	292429116	295964681	0.99
tpch_q16/datafusion:vortex-file-compressed	211692178	176678107	1.20
tpch_q17/datafusion:vortex-file-compressed	336965206	310097859	1.09
tpch_q18/datafusion:vortex-file-compressed	322717563	272094001	1.19
tpch_q19/datafusion:vortex-file-compressed	397471087	331519741	1.20
tpch_q20/datafusion:vortex-file-compressed	398603557	351845548	1.13
tpch_q21/datafusion:vortex-file-compressed 🚨	635001029	459232434	1.38
tpch_q22/datafusion:vortex-file-compressed	195374109	172825805	1.13

datafusion / vortex-compact (1.020x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	229474308	232985914	0.98
tpch_q02/datafusion:vortex-compact	410324952	392847068	1.04
tpch_q03/datafusion:vortex-compact	340200064	358322604	0.95
tpch_q04/datafusion:vortex-compact	195036491	209818577	0.93
tpch_q05/datafusion:vortex-compact	352802793	334311790	1.06
tpch_q06/datafusion:vortex-compact	309625421	277089118	1.12
tpch_q07/datafusion:vortex-compact	391999475	344764846	1.14
tpch_q08/datafusion:vortex-compact	456234140	493366931	0.92
tpch_q09/datafusion:vortex-compact	394073237	382886625	1.03
tpch_q10/datafusion:vortex-compact	405858716	418270400	0.97
tpch_q11/datafusion:vortex-compact	248798547	257801321	0.97
tpch_q12/datafusion:vortex-compact	403487616	390932946	1.03
tpch_q13/datafusion:vortex-compact	212659258	205997379	1.03
tpch_q14/datafusion:vortex-compact	226363723	242351021	0.93
tpch_q15/datafusion:vortex-compact	478928753	435271347	1.10
tpch_q16/datafusion:vortex-compact	190915773	181787977	1.05
tpch_q17/datafusion:vortex-compact	333525604	300321611	1.11
tpch_q18/datafusion:vortex-compact	295239998	267780428	1.10
tpch_q19/datafusion:vortex-compact	442454111	438072684	1.01
tpch_q20/datafusion:vortex-compact	422121388	454211314	0.93
tpch_q21/datafusion:vortex-compact	524394247	495000396	1.06
tpch_q22/datafusion:vortex-compact	151415086	148488857	1.02

datafusion / parquet (1.036x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	192504981	224395115	0.86
tpch_q02/datafusion:parquet	452132310	407327959	1.11
tpch_q03/datafusion:parquet	293881078	290846701	1.01
tpch_q04/datafusion:parquet	140540946	145008112	0.97
tpch_q05/datafusion:parquet	443724050	441741983	1.00
tpch_q06/datafusion:parquet	136415869	134645195	1.01
tpch_q07/datafusion:parquet	497398440	468837389	1.06
tpch_q08/datafusion:parquet	615459492	546942612	1.13
tpch_q09/datafusion:parquet	491318198	458712837	1.07
tpch_q10/datafusion:parquet	527380219	486703289	1.08
tpch_q11/datafusion:parquet	344290169	322508535	1.07
tpch_q12/datafusion:parquet	251337396	245976563	1.02
tpch_q13/datafusion:parquet	486482907	432336515	1.13
tpch_q14/datafusion:parquet	178981859	168008622	1.07
tpch_q15/datafusion:parquet	297060664	298882342	0.99
tpch_q16/datafusion:parquet	177282508	164603979	1.08
tpch_q17/datafusion:parquet	424010527	339889755	1.25
tpch_q18/datafusion:parquet	450956938	450322859	1.00
tpch_q19/datafusion:parquet	305096374	312834909	0.98
tpch_q20/datafusion:parquet	312176875	309493041	1.01
tpch_q21/datafusion:parquet	488182530	478630802	1.02
tpch_q22/datafusion:parquet	115561347	123337326	0.94

duckdb / vortex-file-compressed (1.056x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	269974703	260455983	1.04
tpch_q02/duckdb:vortex-file-compressed	965254016	909569184	1.06
tpch_q03/duckdb:vortex-file-compressed	649420930	552707357	1.17
tpch_q04/duckdb:vortex-file-compressed	387739146	319736417	1.21
tpch_q05/duckdb:vortex-file-compressed	824980499	880678877	0.94
tpch_q06/duckdb:vortex-file-compressed	390265161	373258665	1.05
tpch_q07/duckdb:vortex-file-compressed	788998115	724861347	1.09
tpch_q08/duckdb:vortex-file-compressed	885523454	951214832	0.93
tpch_q09/duckdb:vortex-file-compressed	878110970	781654344	1.12
tpch_q10/duckdb:vortex-file-compressed	716779792	700012528	1.02
tpch_q11/duckdb:vortex-file-compressed	516202312	472477081	1.09
tpch_q12/duckdb:vortex-file-compressed	453815243	500167461	0.91
tpch_q13/duckdb:vortex-file-compressed	469449443	458434208	1.02
tpch_q14/duckdb:vortex-file-compressed	521794582	440785714	1.18
tpch_q15/duckdb:vortex-file-compressed	287543083	287443752	1.00
tpch_q16/duckdb:vortex-file-compressed	354153548	335643735	1.06
tpch_q17/duckdb:vortex-file-compressed	658181922	658467123	1.00
tpch_q18/duckdb:vortex-file-compressed	534963980	510484615	1.05
tpch_q19/duckdb:vortex-file-compressed	454811433	401592296	1.13
tpch_q20/duckdb:vortex-file-compressed	816532234	718259932	1.14
tpch_q21/duckdb:vortex-file-compressed	1017975753	983324520	1.04
tpch_q22/duckdb:vortex-file-compressed	343955255	330899552	1.04

duckdb / vortex-compact (1.063x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	280644903	256100139	1.10
tpch_q02/duckdb:vortex-compact	891226067	846124995	1.05
tpch_q03/duckdb:vortex-compact	565482549	548112042	1.03
tpch_q04/duckdb:vortex-compact	316360125	352355264	0.90
tpch_q05/duckdb:vortex-compact	841182645	741972098	1.13
tpch_q06/duckdb:vortex-compact	404681815	379717667	1.07
tpch_q07/duckdb:vortex-compact	706158123	635405777	1.11
tpch_q08/duckdb:vortex-compact	910421339	832698987	1.09
tpch_q09/duckdb:vortex-compact	895903775	839918335	1.07
tpch_q10/duckdb:vortex-compact	673057466	604588708	1.11
tpch_q11/duckdb:vortex-compact	541080603	465282576	1.16
tpch_q12/duckdb:vortex-compact	449975928	448818135	1.00
tpch_q13/duckdb:vortex-compact	459068002	457806806	1.00
tpch_q14/duckdb:vortex-compact	460996617	478606897	0.96
tpch_q15/duckdb:vortex-compact	306326209	316785974	0.97
tpch_q16/duckdb:vortex-compact	350296950	318525824	1.10
tpch_q17/duckdb:vortex-compact	638098501	583938436	1.09
tpch_q18/duckdb:vortex-compact	478213350	412852183	1.16
tpch_q19/duckdb:vortex-compact	437502136	421540282	1.04
tpch_q20/duckdb:vortex-compact	806678539	649214001	1.24
tpch_q21/duckdb:vortex-compact	1114954497	1058304766	1.05
tpch_q22/duckdb:vortex-compact	358416917	358725288	1.00

duckdb / parquet (1.046x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	610003390	473468151	1.29
tpch_q02/duckdb:parquet	1371304692	1282293240	1.07
tpch_q03/duckdb:parquet	999253968	984078318	1.02
tpch_q04/duckdb:parquet	617316182	614210912	1.01
tpch_q05/duckdb:parquet	1764613292	1619112641	1.09
tpch_q06/duckdb:parquet	416489657	401051248	1.04
tpch_q07/duckdb:parquet	1286330499	1132461311	1.14
tpch_q08/duckdb:parquet	1631303519	1606524680	1.02
tpch_q09/duckdb:parquet	1378690826	1365763516	1.01
tpch_q10/duckdb:parquet	1343766839	1329371055	1.01
tpch_q11/duckdb:parquet	878473853	880783218	1.00
tpch_q12/duckdb:parquet	613174986	614022195	1.00
tpch_q13/duckdb:parquet	865170114	874925161	0.99
tpch_q14/duckdb:parquet	635189401	635254852	1.00
tpch_q15/duckdb:parquet	525592231	534381841	0.98
tpch_q16/duckdb:parquet	546892207	598575957	0.91
tpch_q17/duckdb:parquet	814362385	753812436	1.08
tpch_q18/duckdb:parquet	912183542	856021465	1.07
tpch_q19/duckdb:parquet	908987496	805321282	1.13
tpch_q20/duckdb:parquet	1085857953	953883460	1.14
tpch_q21/duckdb:parquet	1237499943	1124468686	1.10
tpch_q22/duckdb:parquet	485911298	492577146	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-1.5%	+5.1%	-6.3%	+167.7%	➖ noise
1	datafusion:vortex-file-compressed	+20.1%	+5.1%	+14.2%	+136.0%	➖ noise
1	duckdb:vortex-compact	+9.6%	+5.1%	+4.2%	+51.4%	➖ noise
1	duckdb:vortex-file-compressed	+3.7%	+5.1%	-1.4%	+47.4%	➖ noise
2	datafusion:vortex-compact	+4.4%	+9.0%	-4.1%	+49.4%	➖ noise
2	datafusion:vortex-file-compressed	+7.7%	+9.0%	-1.2%	+46.7%	➖ noise
2	duckdb:vortex-compact	+5.3%	+9.0%	-3.3%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+6.1%	+9.0%	-2.6%	+30.0%	➖ noise
3	datafusion:vortex-compact	-5.1%	+1.3%	-6.3%	+78.1%	➖ noise
3	datafusion:vortex-file-compressed	+7.2%	+1.3%	+5.9%	+98.7%	➖ noise
3	duckdb:vortex-compact	+3.2%	+1.3%	+1.9%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+17.5%	+1.3%	+16.0%	+44.2%	➖ noise
4	datafusion:vortex-compact	-7.0%	-1.3%	-5.8%	+65.6%	➖ noise
4	datafusion:vortex-file-compressed	-1.9%	-1.3%	-0.6%	+30.0%	➖ noise
4	duckdb:vortex-compact	-10.2%	-1.3%	-9.0%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+21.3%	-1.3%	+22.9%	+30.0%	➖ noise
5	datafusion:vortex-compact	+5.5%	+4.6%	+0.9%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-13.1%	+4.6%	-16.9%	+30.0%	➖ noise
5	duckdb:vortex-compact	+13.4%	+4.6%	+8.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-6.3%	+4.6%	-10.5%	+30.0%	➖ noise
6	datafusion:vortex-compact	+11.7%	+2.6%	+8.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.6%	+2.6%	-3.1%	+30.0%	➖ noise
6	duckdb:vortex-compact	+6.6%	+2.6%	+3.9%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.6%	+2.6%	+1.9%	+30.0%	➖ noise
7	datafusion:vortex-compact	+13.7%	+9.8%	+3.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.5%	+9.8%	-5.7%	+30.0%	➖ noise
7	duckdb:vortex-compact	+11.1%	+9.8%	+1.2%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+8.8%	+9.8%	-0.8%	+30.0%	➖ noise
8	datafusion:vortex-compact	-7.5%	+6.9%	-13.5%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+3.0%	+6.9%	-3.7%	+30.0%	➖ noise
8	duckdb:vortex-compact	+9.3%	+6.9%	+2.3%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-6.9%	+6.9%	-12.9%	+30.0%	➖ noise
9	datafusion:vortex-compact	+2.9%	+4.0%	-1.0%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+14.9%	+4.0%	+10.5%	+34.1%	➖ noise
9	duckdb:vortex-compact	+6.7%	+4.0%	+2.6%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+12.3%	+4.0%	+8.0%	+30.0%	➖ noise
10	datafusion:vortex-compact	-3.0%	+4.7%	-7.3%	+34.7%	➖ noise
10	datafusion:vortex-file-compressed	+26.0%	+4.7%	+20.4%	+30.0%	➖ noise
10	duckdb:vortex-compact	+11.3%	+4.7%	+6.4%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+2.4%	+4.7%	-2.2%	+30.0%	➖ noise
11	datafusion:vortex-compact	-3.5%	+3.2%	-6.5%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+8.4%	+3.2%	+5.0%	+30.0%	➖ noise
11	duckdb:vortex-compact	+16.3%	+3.2%	+12.7%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+9.3%	+3.2%	+5.9%	+30.0%	➖ noise
12	datafusion:vortex-compact	+3.2%	+1.0%	+2.2%	+36.1%	➖ noise
12	datafusion:vortex-file-compressed	+5.2%	+1.0%	+4.1%	+47.2%	➖ noise
12	duckdb:vortex-compact	+0.3%	+1.0%	-0.7%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-9.3%	+1.0%	-10.2%	+52.4%	➖ noise
13	datafusion:vortex-compact	+3.2%	+5.5%	-2.1%	+40.4%	➖ noise
13	datafusion:vortex-file-compressed	+3.6%	+5.5%	-1.7%	+30.0%	➖ noise
13	duckdb:vortex-compact	+0.3%	+5.5%	-4.9%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	+2.4%	+5.5%	-2.9%	+30.0%	➖ noise
14	datafusion:vortex-compact	-6.6%	+3.2%	-9.5%	+46.3%	➖ noise
14	datafusion:vortex-file-compressed	+12.6%	+3.2%	+9.1%	+30.0%	➖ noise
14	duckdb:vortex-compact	-3.7%	+3.2%	-6.7%	+32.4%	➖ noise
14	duckdb:vortex-file-compressed	+18.4%	+3.2%	+14.7%	+30.0%	➖ noise
15	datafusion:vortex-compact	+10.0%	-1.1%	+11.3%	+32.0%	➖ noise
15	datafusion:vortex-file-compressed	-1.2%	-1.1%	-0.1%	+30.0%	➖ noise
15	duckdb:vortex-compact	-3.3%	-1.1%	-2.2%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.0%	-1.1%	+1.2%	+30.0%	➖ noise
16	datafusion:vortex-compact	+5.0%	-0.8%	+5.9%	+33.6%	➖ noise
16	datafusion:vortex-file-compressed	+19.8%	-0.8%	+20.8%	+30.0%	➖ noise
16	duckdb:vortex-compact	+10.0%	-0.8%	+10.9%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+5.5%	-0.8%	+6.4%	+30.0%	➖ noise
17	datafusion:vortex-compact	+11.1%	+16.1%	-4.3%	+39.6%	➖ noise
17	datafusion:vortex-file-compressed	+8.7%	+16.1%	-6.4%	+30.0%	➖ noise
17	duckdb:vortex-compact	+9.3%	+16.1%	-5.9%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-0.0%	+16.1%	-13.9%	+30.0%	➖ noise
18	datafusion:vortex-compact	+10.3%	+3.3%	+6.7%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+18.6%	+3.3%	+14.8%	+49.1%	➖ noise
18	duckdb:vortex-compact	+15.8%	+3.3%	+12.1%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.8%	+3.3%	+1.4%	+30.0%	➖ noise
19	datafusion:vortex-compact	+1.0%	+4.9%	-3.7%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+19.9%	+4.9%	+14.3%	+31.3%	➖ noise
19	duckdb:vortex-compact	+3.8%	+4.9%	-1.1%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+13.3%	+4.9%	+7.9%	+30.0%	➖ noise
20	datafusion:vortex-compact	-7.1%	+7.2%	-13.3%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+13.3%	+7.2%	+5.7%	+52.3%	➖ noise
20	duckdb:vortex-compact	+24.3%	+7.2%	+16.0%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+13.7%	+7.2%	+6.1%	+30.0%	➖ noise
21	datafusion:vortex-compact	+5.9%	+5.9%	-0.0%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+38.3%	+5.9%	+30.5%	+30.0%	🚨 regression
21	duckdb:vortex-compact	+5.4%	+5.9%	-0.6%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+3.5%	+5.9%	-2.3%	+30.0%	➖ noise
22	datafusion:vortex-compact	+2.0%	-3.9%	+6.1%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	+13.0%	-3.9%	+17.6%	+48.6%	➖ noise
22	duckdb:vortex-compact	-0.1%	-3.9%	+3.9%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+3.9%	-3.9%	+8.1%	+30.0%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -5.0%
Vortex (geomean): 0.974x ➖
Parquet (geomean): 1.026x ➖
Shifts: Parquet (control) +2.6% · Median polish +0.4%

---

datafusion / vortex-file-compressed (1.040x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	29984502	28652587	1.05
fineweb_q01/datafusion:vortex-file-compressed	467560527	477726047	0.98
fineweb_q02/datafusion:vortex-file-compressed	517001705	526757466	0.98
fineweb_q03/datafusion:vortex-file-compressed	1326125515	1349925821	0.98
fineweb_q04/datafusion:vortex-file-compressed	1352397611	1371067798	0.99
fineweb_q05/datafusion:vortex-file-compressed	1345048050	1323538326	1.02
fineweb_q06/datafusion:vortex-file-compressed	1607646510	1522838029	1.06
fineweb_q07/datafusion:vortex-file-compressed	1443437379	1341401187	1.08
fineweb_q08/datafusion:vortex-file-compressed	685209676	539102253	1.27

datafusion / vortex-compact (1.021x ➖, 0↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	48291316	35919927	1.34
fineweb_q01/datafusion:vortex-compact	529288498	524236251	1.01
fineweb_q02/datafusion:vortex-compact	610589620	661671771	0.92
fineweb_q03/datafusion:vortex-compact	1835885072	1944646672	0.94
fineweb_q04/datafusion:vortex-compact	2241287094	2341068879	0.96
fineweb_q05/datafusion:vortex-compact	1734261959	1728701601	1.00
fineweb_q06/datafusion:vortex-compact	1428648615	1434374422	1.00
fineweb_q07/datafusion:vortex-compact	1398417173	1385514194	1.01
fineweb_q08/datafusion:vortex-compact	408942491	388669072	1.05

datafusion / parquet (1.034x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1075659369	1008232901	1.07
fineweb_q01/datafusion:parquet	1721798422	1711275869	1.01
fineweb_q02/datafusion:parquet	1669231991	1758678459	0.95
fineweb_q03/datafusion:parquet	1874019212	1730923206	1.08
fineweb_q04/datafusion:parquet	1845592080	1728302623	1.07
fineweb_q05/datafusion:parquet	1895876520	1678259464	1.13
fineweb_q06/datafusion:parquet	1788920573	1755673818	1.02
fineweb_q07/datafusion:parquet	1695522908	1692682459	1.00
fineweb_q08/datafusion:parquet	1733043729	1737779167	1.00

duckdb / vortex-file-compressed (0.955x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	89445672	80423384	1.11
fineweb_q01/duckdb:vortex-file-compressed	542355204	562027917	0.96
fineweb_q02/duckdb:vortex-file-compressed	454021590	423264751	1.07
fineweb_q03/duckdb:vortex-file-compressed	1662638765	1655955434	1.00
fineweb_q04/duckdb:vortex-file-compressed	1541972293	1672277951	0.92
fineweb_q05/duckdb:vortex-file-compressed	1443704447	1611862040	0.90
fineweb_q06/duckdb:vortex-file-compressed	1907461470	2005764162	0.95
fineweb_q07/duckdb:vortex-file-compressed	1416569483	1840172649	0.77
fineweb_q08/duckdb:vortex-file-compressed	609760283	645117676	0.95

duckdb / vortex-compact (0.889x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	54986274	67196223	0.82
fineweb_q01/duckdb:vortex-compact	512181372	544543129	0.94
fineweb_q02/duckdb:vortex-compact	525101844	633416026	0.83
fineweb_q03/duckdb:vortex-compact	1571252549	1918258708	0.82
fineweb_q04/duckdb:vortex-compact	1652353546	1972834862	0.84
fineweb_q05/duckdb:vortex-compact	1509821131	1566572975	0.96
fineweb_q06/duckdb:vortex-compact	1441953449	1443754114	1.00
fineweb_q07/duckdb:vortex-compact	1323663055	1448807911	0.91
fineweb_q08/duckdb:vortex-compact	437691558	486171398	0.90

duckdb / parquet (1.017x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1065813155	1040294794	1.02
fineweb_q01/duckdb:parquet	1639619433	1546097639	1.06
fineweb_q02/duckdb:parquet	1569328071	1564278254	1.00
fineweb_q03/duckdb:parquet	3889062152	3740713216	1.04
fineweb_q04/duckdb:parquet	1904755779	1878649455	1.01
fineweb_q05/duckdb:parquet	2632909051	2585516850	1.02
fineweb_q06/duckdb:parquet	3275397870	3301025210	0.99
fineweb_q07/duckdb:parquet	3845935183	3884382992	0.99
fineweb_q08/duckdb:parquet	1093794697	1078024308	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+34.4%	+4.5%	+28.6%	+158.0%	➖ noise
0	datafusion:vortex-file-compressed	+4.6%	+4.5%	+0.1%	+199.9%	➖ noise
0	duckdb:vortex-compact	-18.2%	+4.5%	-21.7%	+44.5%	➖ noise
0	duckdb:vortex-file-compressed	+11.2%	+4.5%	+6.4%	+30.0%	➖ noise
1	datafusion:vortex-compact	+1.0%	+3.3%	-2.3%	+59.7%	➖ noise
1	datafusion:vortex-file-compressed	-2.1%	+3.3%	-5.3%	+130.2%	➖ noise
1	duckdb:vortex-compact	-5.9%	+3.3%	-8.9%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-3.5%	+3.3%	-6.6%	+30.0%	➖ noise
2	datafusion:vortex-compact	-7.7%	-2.4%	-5.4%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.9%	-2.4%	+0.6%	+30.0%	➖ noise
2	duckdb:vortex-compact	-17.1%	-2.4%	-15.0%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+7.3%	-2.4%	+9.9%	+30.0%	➖ noise
3	datafusion:vortex-compact	-5.6%	+6.1%	-11.0%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.8%	+6.1%	-7.4%	+30.0%	➖ noise
3	duckdb:vortex-compact	-18.1%	+6.1%	-22.8%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.4%	+6.1%	-5.4%	+30.0%	➖ noise
4	datafusion:vortex-compact	-4.3%	+4.1%	-8.0%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.4%	+4.1%	-5.2%	+30.0%	➖ noise
4	duckdb:vortex-compact	-16.2%	+4.1%	-19.5%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-7.8%	+4.1%	-11.4%	+30.0%	➖ noise
5	datafusion:vortex-compact	+0.3%	+7.3%	-6.5%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.6%	+7.3%	-5.2%	+30.0%	➖ noise
5	duckdb:vortex-compact	-3.6%	+7.3%	-10.1%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-10.4%	+7.3%	-16.5%	+30.0%	➖ noise
6	datafusion:vortex-compact	-0.4%	+0.5%	-0.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+5.6%	+0.5%	+5.0%	+30.0%	➖ noise
6	duckdb:vortex-compact	-0.1%	+0.5%	-0.7%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.9%	+0.5%	-5.4%	+30.0%	➖ noise
7	datafusion:vortex-compact	+0.9%	-0.4%	+1.3%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+7.6%	-0.4%	+8.1%	+30.0%	➖ noise
7	duckdb:vortex-compact	-8.6%	-0.4%	-8.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-23.0%	-0.4%	-22.7%	+30.0%	➖ noise
8	datafusion:vortex-compact	+5.2%	+0.6%	+4.6%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+27.1%	+0.6%	+26.4%	+30.0%	➖ noise
8	duckdb:vortex-compact	-10.0%	+0.6%	-10.5%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-5.5%	+0.6%	-6.0%	+30.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.6%
Vortex (geomean): 1.019x ➖
Parquet (geomean): 0.993x ➖
Shifts: Parquet (control) -0.7% · Median polish -0.4%

---

duckdb / vortex-file-compressed (1.030x ➖, 0↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11251942	10720961	1.05
statpopgen_q01/duckdb:vortex-file-compressed 🚨	27604086	19256502	1.43
statpopgen_q02/duckdb:vortex-file-compressed	1307748674	1308568897	1.00
statpopgen_q03/duckdb:vortex-file-compressed	3009067980	3074375015	0.98
statpopgen_q04/duckdb:vortex-file-compressed	3040265511	3120995025	0.97
statpopgen_q05/duckdb:vortex-file-compressed	1366667847	1380364878	0.99
statpopgen_q06/duckdb:vortex-file-compressed	2052145958	2059777371	1.00
statpopgen_q07/duckdb:vortex-file-compressed	224414667	226060565	0.99
statpopgen_q08/duckdb:vortex-file-compressed	234461314	242478690	0.97
statpopgen_q09/duckdb:vortex-file-compressed	2850090730	2803325748	1.02
statpopgen_q10/duckdb:vortex-file-compressed	4579823887	4586107231	1.00

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

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10966255	10559256	1.04
statpopgen_q01/duckdb:vortex-compact	168735703	166815768	1.01
statpopgen_q02/duckdb:vortex-compact	1813352343	1795939557	1.01
statpopgen_q03/duckdb:vortex-compact	3499744437	3515231425	1.00
statpopgen_q04/duckdb:vortex-compact	3517782982	3510745035	1.00
statpopgen_q05/duckdb:vortex-compact	1853387189	1805714514	1.03
statpopgen_q06/duckdb:vortex-compact	2662404579	2660208050	1.00
statpopgen_q07/duckdb:vortex-compact	957693545	954446127	1.00
statpopgen_q08/duckdb:vortex-compact	992215666	994621871	1.00
statpopgen_q09/duckdb:vortex-compact	3361511853	3308276463	1.02
statpopgen_q10/duckdb:vortex-compact	5356692123	5418236494	0.99

duckdb / parquet (0.993x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	307192336	310646570	0.99
statpopgen_q01/duckdb:parquet	394130887	387029725	1.02
statpopgen_q02/duckdb:parquet	980100649	993063607	0.99
statpopgen_q03/duckdb:parquet	1480010531	1487995906	0.99
statpopgen_q04/duckdb:parquet	1498713035	1512651351	0.99
statpopgen_q05/duckdb:parquet	984109207	993387474	0.99
statpopgen_q06/duckdb:parquet	1469034561	1477267873	0.99
statpopgen_q07/duckdb:parquet	1888007724	1900199219	0.99
statpopgen_q08/duckdb:parquet	1866254858	1870713660	1.00
statpopgen_q09/duckdb:parquet	1370010807	1388466267	0.99
statpopgen_q10/duckdb:parquet	2606612589	2647980800	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+3.9%	-1.1%	+5.0%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+5.0%	-1.1%	+6.1%	+10.0%	➖ noise
1	duckdb:vortex-compact	+1.2%	+1.8%	-0.7%	+25.2%	➖ noise
1	duckdb:vortex-file-compressed	+43.3%	+1.8%	+40.8%	+249.6%	➖ noise
2	duckdb:vortex-compact	+1.0%	-1.3%	+2.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.1%	-1.3%	+1.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.4%	-0.5%	+0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.1%	-0.5%	-1.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.2%	-0.9%	+1.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.6%	-0.9%	-1.7%	+10.0%	➖ noise
5	duckdb:vortex-compact	+2.6%	-0.9%	+3.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.0%	-0.9%	-0.1%	+10.0%	➖ noise
6	duckdb:vortex-compact	+0.1%	-0.6%	+0.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.4%	-0.6%	+0.2%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.3%	-0.6%	+1.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.7%	-0.6%	-0.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.2%	-0.2%	-0.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-3.3%	-0.2%	-3.1%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.6%	-1.3%	+3.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.7%	-1.3%	+3.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.1%	-1.6%	+0.4%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.1%	-1.6%	+1.4%	+10.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.7%
Vortex (geomean): 1.007x ➖
Parquet (geomean): 1.014x ➖
Shifts: Parquet (control) +1.4% · Median polish -0.5%

---

datafusion / vortex-file-compressed (1.046x ➖, 0↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	726063493	673045125	1.08
tpch_q02/datafusion:vortex-file-compressed	619324543	666884062	0.93
tpch_q03/datafusion:vortex-file-compressed	823863530	796510019	1.03
tpch_q04/datafusion:vortex-file-compressed 🚨	806563273	583797381	1.38
tpch_q05/datafusion:vortex-file-compressed	1031160074	942108666	1.09
tpch_q06/datafusion:vortex-file-compressed	777482470	624742228	1.24
tpch_q07/datafusion:vortex-file-compressed	1003130355	1040839530	0.96
tpch_q08/datafusion:vortex-file-compressed	1118985244	1083367285	1.03
tpch_q09/datafusion:vortex-file-compressed	1243688236	1230657701	1.01
tpch_q10/datafusion:vortex-file-compressed	936738217	951070605	0.98
tpch_q11/datafusion:vortex-file-compressed	458942343	471365066	0.97
tpch_q12/datafusion:vortex-file-compressed	954720437	881415226	1.08
tpch_q13/datafusion:vortex-file-compressed	458811448	435046365	1.05
tpch_q14/datafusion:vortex-file-compressed	624461758	563293004	1.11
tpch_q15/datafusion:vortex-file-compressed	1042932943	1024687855	1.02
tpch_q16/datafusion:vortex-file-compressed	298073021	369400008	0.81
tpch_q17/datafusion:vortex-file-compressed	1212547781	1158021711	1.05
tpch_q18/datafusion:vortex-file-compressed	1284977206	1228970479	1.05
tpch_q19/datafusion:vortex-file-compressed	718056492	739522603	0.97
tpch_q20/datafusion:vortex-file-compressed	943793349	863765528	1.09
tpch_q21/datafusion:vortex-file-compressed	1644142952	1540346148	1.07
tpch_q22/datafusion:vortex-file-compressed	425911986	380903899	1.12

datafusion / vortex-compact (1.031x ➖, 0↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	796560416	746458412	1.07
tpch_q02/datafusion:vortex-compact	577764494	650317349	0.89
tpch_q03/datafusion:vortex-compact	741731246	760169564	0.98
tpch_q04/datafusion:vortex-compact	564737552	543393655	1.04
tpch_q05/datafusion:vortex-compact	907400662	847168322	1.07
tpch_q06/datafusion:vortex-compact	612271786	615430809	0.99
tpch_q07/datafusion:vortex-compact	1018658143	1019673020	1.00
tpch_q08/datafusion:vortex-compact	1032866715	1066491580	0.97
tpch_q09/datafusion:vortex-compact	1173592949	1210819184	0.97
tpch_q10/datafusion:vortex-compact	864937230	834932947	1.04
tpch_q11/datafusion:vortex-compact	378748059	372029445	1.02
tpch_q12/datafusion:vortex-compact	841842043	728141155	1.16
tpch_q13/datafusion:vortex-compact	406161966	404020656	1.01
tpch_q14/datafusion:vortex-compact 🚨	729182595	555040164	1.31
tpch_q15/datafusion:vortex-compact	1094422225	1036490324	1.06
tpch_q16/datafusion:vortex-compact	315368611	302755519	1.04
tpch_q17/datafusion:vortex-compact	1250403351	1131919156	1.10
tpch_q18/datafusion:vortex-compact	1115129096	1081547835	1.03
tpch_q19/datafusion:vortex-compact	726379303	729897603	1.00
tpch_q20/datafusion:vortex-compact	826583661	822573036	1.00
tpch_q21/datafusion:vortex-compact	1360601681	1399628411	0.97
tpch_q22/datafusion:vortex-compact	349111716	334050740	1.05

datafusion / parquet (1.024x ➖, 0↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	790168247	864492964	0.91
tpch_q02/datafusion:parquet	580500396	588295163	0.99
tpch_q03/datafusion:parquet	882169261	930325559	0.95
tpch_q04/datafusion:parquet	457127453	429516353	1.06
tpch_q05/datafusion:parquet	1126893768	1112473256	1.01
tpch_q06/datafusion:parquet	532210145	502276199	1.06
tpch_q07/datafusion:parquet	1265829707	1192539404	1.06
tpch_q08/datafusion:parquet	1525864274	1425626136	1.07
tpch_q09/datafusion:parquet	1734308244	1625649206	1.07
tpch_q10/datafusion:parquet	2015935747	1973061516	1.02
tpch_q11/datafusion:parquet	492307413	466177628	1.06
tpch_q12/datafusion:parquet	678525518	637389646	1.06
tpch_q13/datafusion:parquet	699164131	705256878	0.99
tpch_q14/datafusion:parquet	762300051	753609356	1.01
tpch_q15/datafusion:parquet	1153672035	1187213076	0.97
tpch_q16/datafusion:parquet	343189833	350674466	0.98
tpch_q17/datafusion:parquet	1278511161	1344468666	0.95
tpch_q18/datafusion:parquet	1445410153	1427261779	1.01
tpch_q19/datafusion:parquet	919254948	935024776	0.98
tpch_q20/datafusion:parquet	1040859349	1051230044	0.99
tpch_q21/datafusion:parquet	1669374329	1626146842	1.03
tpch_q22/datafusion:parquet 🚨	893775085	657002014	1.36

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

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	603028928	653261439	0.92
tpch_q02/duckdb:vortex-file-compressed	1093779989	1125627195	0.97
tpch_q03/duckdb:vortex-file-compressed	915263952	917885353	1.00
tpch_q04/duckdb:vortex-file-compressed	625593685	575660818	1.09
tpch_q05/duckdb:vortex-file-compressed	1035075920	1051714524	0.98
tpch_q06/duckdb:vortex-file-compressed	737277416	811766004	0.91
tpch_q07/duckdb:vortex-file-compressed	1005684698	1114889794	0.90
tpch_q08/duckdb:vortex-file-compressed	1463384220	1362706680	1.07
tpch_q09/duckdb:vortex-file-compressed	1444605979	1460448772	0.99
tpch_q10/duckdb:vortex-file-compressed	1132237275	990383922	1.14
tpch_q11/duckdb:vortex-file-compressed	527891945	591352734	0.89
tpch_q12/duckdb:vortex-file-compressed	735776540	666455254	1.10
tpch_q13/duckdb:vortex-file-compressed	869050722	871946058	1.00
tpch_q14/duckdb:vortex-file-compressed	824175802	882057166	0.93
tpch_q15/duckdb:vortex-file-compressed	527938768	561422479	0.94
tpch_q16/duckdb:vortex-file-compressed	412365359	479010972	0.86
tpch_q17/duckdb:vortex-file-compressed	979068699	1005069477	0.97
tpch_q18/duckdb:vortex-file-compressed	815143210	950556494	0.86
tpch_q19/duckdb:vortex-file-compressed	779323179	733792751	1.06
tpch_q20/duckdb:vortex-file-compressed	1361280226	1263261531	1.08
tpch_q21/duckdb:vortex-file-compressed	1952606088	1917661012	1.02
tpch_q22/duckdb:vortex-file-compressed	526782918	552330677	0.95

duckdb / vortex-compact (0.972x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	575289762	618262250	0.93
tpch_q02/duckdb:vortex-compact	1030735697	977377764	1.05
tpch_q03/duckdb:vortex-compact	797307166	855828726	0.93
tpch_q04/duckdb:vortex-compact	478758110	525687944	0.91
tpch_q05/duckdb:vortex-compact	1027784804	959863946	1.07
tpch_q06/duckdb:vortex-compact	690287674	798487376	0.86
tpch_q07/duckdb:vortex-compact	1047422252	995767247	1.05
tpch_q08/duckdb:vortex-compact	1315817476	1363747929	0.96
tpch_q09/duckdb:vortex-compact	1298771020	1319303626	0.98
tpch_q10/duckdb:vortex-compact	952281123	1067591788	0.89
tpch_q11/duckdb:vortex-compact	672940897	649271552	1.04
tpch_q12/duckdb:vortex-compact	607548104	640124508	0.95
tpch_q13/duckdb:vortex-compact	843599786	869668212	0.97
tpch_q14/duckdb:vortex-compact	806136815	814789588	0.99
tpch_q15/duckdb:vortex-compact	511214085	553665194	0.92
tpch_q16/duckdb:vortex-compact	411040457	449626526	0.91
tpch_q17/duckdb:vortex-compact	887133297	925901897	0.96
tpch_q18/duckdb:vortex-compact	730165687	714334048	1.02
tpch_q19/duckdb:vortex-compact	714395811	758862052	0.94
tpch_q20/duckdb:vortex-compact	1160510476	1199425396	0.97
tpch_q21/duckdb:vortex-compact	1644367326	1586110602	1.04
tpch_q22/duckdb:vortex-compact	616324868	577750884	1.07

duckdb / parquet (1.004x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	897371492	849542727	1.06
tpch_q02/duckdb:parquet	1550732516	1540065310	1.01
tpch_q03/duckdb:parquet	1597082283	1492141516	1.07
tpch_q04/duckdb:parquet	1021674951	908738288	1.12
tpch_q05/duckdb:parquet	2136976418	2145553010	1.00
tpch_q06/duckdb:parquet	624336382	751808946	0.83
tpch_q07/duckdb:parquet	1664060218	1762201042	0.94
tpch_q08/duckdb:parquet	2395746554	2359809659	1.02
tpch_q09/duckdb:parquet	2181633568	2198831880	0.99
tpch_q10/duckdb:parquet	2861318159	3262999638	0.88
tpch_q11/duckdb:parquet	905167978	978587082	0.92
tpch_q12/duckdb:parquet	923582379	920485263	1.00
tpch_q13/duckdb:parquet	1156197766	1177265375	0.98
tpch_q14/duckdb:parquet	1165191554	1149361973	1.01
tpch_q15/duckdb:parquet	763297776	824201468	0.93
tpch_q16/duckdb:parquet	838133691	734845671	1.14
tpch_q17/duckdb:parquet	1236413262	1115066724	1.11
tpch_q18/duckdb:parquet	1266825512	1367605306	0.93
tpch_q19/duckdb:parquet	1567206103	1436570321	1.09
tpch_q20/duckdb:parquet	1651778275	1658476746	1.00
tpch_q21/duckdb:parquet	1848415795	1730895251	1.07
tpch_q22/duckdb:parquet	1012079642	959681059	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+6.7%	-1.7%	+8.6%	+50.6%	➖ noise
1	datafusion:vortex-file-compressed	+7.9%	-1.7%	+9.8%	+69.9%	➖ noise
1	duckdb:vortex-compact	-7.0%	-1.7%	-5.3%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-7.7%	-1.7%	-6.1%	+30.7%	➖ noise
2	datafusion:vortex-compact	-11.2%	-0.3%	-10.9%	+72.8%	➖ noise
2	datafusion:vortex-file-compressed	-7.1%	-0.3%	-6.8%	+80.9%	➖ noise
2	duckdb:vortex-compact	+5.5%	-0.3%	+5.8%	+31.3%	➖ noise
2	duckdb:vortex-file-compressed	-2.8%	-0.3%	-2.5%	+31.8%	➖ noise
3	datafusion:vortex-compact	-2.4%	+0.7%	-3.1%	+66.8%	➖ noise
3	datafusion:vortex-file-compressed	+3.4%	+0.7%	+2.7%	+92.5%	➖ noise
3	duckdb:vortex-compact	-6.8%	+0.7%	-7.5%	+33.2%	➖ noise
3	duckdb:vortex-file-compressed	-0.3%	+0.7%	-1.0%	+31.3%	➖ noise
4	datafusion:vortex-compact	+3.9%	+9.4%	-5.0%	+31.5%	➖ noise
4	datafusion:vortex-file-compressed	+38.2%	+9.4%	+26.3%	+40.1%	➖ noise
4	duckdb:vortex-compact	-8.9%	+9.4%	-16.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+8.7%	+9.4%	-0.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	+7.1%	+0.4%	+6.6%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+9.5%	+0.4%	+9.0%	+30.0%	➖ noise
5	duckdb:vortex-compact	+7.1%	+0.4%	+6.6%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.6%	+0.4%	-2.0%	+30.0%	➖ noise
6	datafusion:vortex-compact	-0.5%	-6.2%	+6.1%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+24.4%	-6.2%	+32.7%	+30.0%	🚨 regression
6	duckdb:vortex-compact	-13.6%	-6.2%	-7.8%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-9.2%	-6.2%	-3.2%	+30.0%	➖ noise
7	datafusion:vortex-compact	-0.1%	+0.1%	-0.2%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-3.6%	+0.1%	-3.7%	+30.0%	➖ noise
7	duckdb:vortex-compact	+5.2%	+0.1%	+5.1%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.8%	+0.1%	-9.9%	+30.0%	➖ noise
8	datafusion:vortex-compact	-3.2%	+4.2%	-7.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+3.3%	+4.2%	-0.9%	+30.0%	➖ noise
8	duckdb:vortex-compact	-3.5%	+4.2%	-7.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+7.4%	+4.2%	+3.0%	+30.0%	➖ noise
9	datafusion:vortex-compact	-3.1%	+2.9%	-5.8%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+1.1%	+2.9%	-1.8%	+30.0%	➖ noise
9	duckdb:vortex-compact	-1.6%	+2.9%	-4.3%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.1%	+2.9%	-3.9%	+30.0%	➖ noise
10	datafusion:vortex-compact	+3.6%	-5.3%	+9.4%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.5%	-5.3%	+4.1%	+30.0%	➖ noise
10	duckdb:vortex-compact	-10.8%	-5.3%	-5.8%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+14.3%	-5.3%	+20.8%	+31.3%	➖ noise
11	datafusion:vortex-compact	+1.8%	-1.2%	+3.0%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-2.6%	-1.2%	-1.5%	+30.6%	➖ noise
11	duckdb:vortex-compact	+3.6%	-1.2%	+4.9%	+30.8%	➖ noise
11	duckdb:vortex-file-compressed	-10.7%	-1.2%	-9.7%	+30.0%	➖ noise
12	datafusion:vortex-compact	+15.6%	+3.3%	+11.9%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	+8.3%	+3.3%	+4.8%	+30.0%	➖ noise
12	duckdb:vortex-compact	-5.1%	+3.3%	-8.2%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+10.4%	+3.3%	+6.8%	+40.4%	➖ noise
13	datafusion:vortex-compact	+0.5%	-1.3%	+1.9%	+39.9%	➖ noise
13	datafusion:vortex-file-compressed	+5.5%	-1.3%	+6.9%	+30.0%	➖ noise
13	duckdb:vortex-compact	-3.0%	-1.3%	-1.7%	+33.1%	➖ noise
13	duckdb:vortex-file-compressed	-0.3%	-1.3%	+1.0%	+41.5%	➖ noise
14	datafusion:vortex-compact	+31.4%	+1.3%	+29.7%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+10.9%	+1.3%	+9.5%	+30.0%	➖ noise
14	duckdb:vortex-compact	-1.1%	+1.3%	-2.3%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-6.6%	+1.3%	-7.7%	+30.0%	➖ noise
15	datafusion:vortex-compact	+5.6%	-5.1%	+11.3%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.8%	-5.1%	+7.3%	+30.0%	➖ noise
15	duckdb:vortex-compact	-7.7%	-5.1%	-2.7%	+30.6%	➖ noise
15	duckdb:vortex-file-compressed	-6.0%	-5.1%	-0.9%	+30.0%	➖ noise
16	datafusion:vortex-compact	+4.2%	+5.7%	-1.4%	+55.2%	➖ noise
16	datafusion:vortex-file-compressed	-19.3%	+5.7%	-23.6%	+44.4%	➖ noise
16	duckdb:vortex-compact	-8.6%	+5.7%	-13.5%	+33.7%	➖ noise
16	duckdb:vortex-file-compressed	-13.9%	+5.7%	-18.5%	+30.0%	➖ noise
17	datafusion:vortex-compact	+10.5%	+2.7%	+7.6%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+4.7%	+2.7%	+2.0%	+30.0%	➖ noise
17	duckdb:vortex-compact	-4.2%	+2.7%	-6.7%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.6%	+2.7%	-5.1%	+30.0%	➖ noise
18	datafusion:vortex-compact	+3.1%	-3.1%	+6.5%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+4.6%	-3.1%	+8.0%	+30.0%	➖ noise
18	duckdb:vortex-compact	+2.2%	-3.1%	+5.5%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-14.2%	-3.1%	-11.5%	+30.0%	➖ noise
19	datafusion:vortex-compact	-0.5%	+3.6%	-3.9%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-2.9%	+3.6%	-6.2%	+30.0%	➖ noise
19	duckdb:vortex-compact	-5.9%	+3.6%	-9.1%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+6.2%	+3.6%	+2.6%	+30.0%	➖ noise
20	datafusion:vortex-compact	+0.5%	-0.7%	+1.2%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+9.3%	-0.7%	+10.0%	+30.0%	➖ noise
20	duckdb:vortex-compact	-3.2%	-0.7%	-2.6%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+7.8%	-0.7%	+8.5%	+30.0%	➖ noise
21	datafusion:vortex-compact	-2.8%	+4.7%	-7.2%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+6.7%	+4.7%	+1.9%	+30.0%	➖ noise
21	duckdb:vortex-compact	+3.7%	+4.7%	-1.0%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.8%	+4.7%	-2.8%	+30.0%	➖ noise
22	datafusion:vortex-compact	+4.5%	+19.8%	-12.7%	+30.7%	➖ noise
22	datafusion:vortex-file-compressed	+11.8%	+19.8%	-6.6%	+45.1%	➖ noise
22	duckdb:vortex-compact	+6.7%	+19.8%	-10.9%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-4.6%	+19.8%	-20.4%	+34.0%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.5%
Vortex (geomean): 1.019x ➖
Parquet (geomean): 1.006x ➖
Shifts: Parquet (control) +0.6% · Median polish +0.8%

---

datafusion / vortex-file-compressed (1.036x ➖, 0↑ 4↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1934921	1899738	1.02
clickbench_q01/datafusion:vortex-file-compressed 🚨	14675786	13259562	1.11
clickbench_q02/datafusion:vortex-file-compressed	33619430	33288243	1.01
clickbench_q03/datafusion:vortex-file-compressed	38126701	38256531	1.00
clickbench_q04/datafusion:vortex-file-compressed	305191902	305848993	1.00
clickbench_q05/datafusion:vortex-file-compressed	318415678	319869319	1.00
clickbench_q06/datafusion:vortex-file-compressed	2013704	1910940	1.05
clickbench_q07/datafusion:vortex-file-compressed	18276646	18175469	1.01
clickbench_q08/datafusion:vortex-file-compressed	381770040	370246519	1.03
clickbench_q09/datafusion:vortex-file-compressed	592164625	551807493	1.07
clickbench_q10/datafusion:vortex-file-compressed	74687394	72125507	1.04
clickbench_q11/datafusion:vortex-file-compressed	84719562	84167814	1.01
clickbench_q12/datafusion:vortex-file-compressed	275851842	283873350	0.97
clickbench_q13/datafusion:vortex-file-compressed	424380815	412412779	1.03
clickbench_q14/datafusion:vortex-file-compressed	260667586	255623870	1.02
clickbench_q15/datafusion:vortex-file-compressed	370401561	362987731	1.02
clickbench_q16/datafusion:vortex-file-compressed	702855785	692139654	1.02
clickbench_q17/datafusion:vortex-file-compressed	688220589	687689277	1.00
clickbench_q18/datafusion:vortex-file-compressed	1391446390	1370754465	1.02
clickbench_q19/datafusion:vortex-file-compressed	25181676	23209453	1.08
clickbench_q20/datafusion:vortex-file-compressed	352486918	352521496	1.00
clickbench_q21/datafusion:vortex-file-compressed	411088250	403411339	1.02
clickbench_q22/datafusion:vortex-file-compressed	508044063	489385798	1.04
clickbench_q23/datafusion:vortex-file-compressed 🚨	1045777141	773203696	1.35
clickbench_q24/datafusion:vortex-file-compressed	45196209	43976633	1.03
clickbench_q25/datafusion:vortex-file-compressed	70979739	68227727	1.04
clickbench_q26/datafusion:vortex-file-compressed 🚨	49908662	45333454	1.10
clickbench_q27/datafusion:vortex-file-compressed	822316878	796382811	1.03
clickbench_q28/datafusion:vortex-file-compressed	6805559321	6667216256	1.02
clickbench_q29/datafusion:vortex-file-compressed	240562113	239024152	1.01
clickbench_q30/datafusion:vortex-file-compressed	235033905	229888637	1.02
clickbench_q31/datafusion:vortex-file-compressed	272536604	269353359	1.01
clickbench_q32/datafusion:vortex-file-compressed 🚨	1375990455	1174816356	1.17
clickbench_q33/datafusion:vortex-file-compressed	1482040326	1404310859	1.06
clickbench_q34/datafusion:vortex-file-compressed	1412999095	1385040534	1.02
clickbench_q35/datafusion:vortex-file-compressed	521563969	509255877	1.02
clickbench_q36/datafusion:vortex-file-compressed	79977805	80941153	0.99
clickbench_q37/datafusion:vortex-file-compressed	40409094	41031982	0.98
clickbench_q38/datafusion:vortex-file-compressed	22997917	23480080	0.98
clickbench_q39/datafusion:vortex-file-compressed	151497591	143852299	1.05
clickbench_q40/datafusion:vortex-file-compressed	19317412	18366963	1.05
clickbench_q41/datafusion:vortex-file-compressed	18486305	16940942	1.09
clickbench_q42/datafusion:vortex-file-compressed	19270669	18693000	1.03

datafusion / parquet (1.008x ➖, 0↑ 2↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚨	2000269	1804483	1.11
clickbench_q01/datafusion:parquet	21516252	20688867	1.04
clickbench_q02/datafusion:parquet	56893364	55665378	1.02
clickbench_q03/datafusion:parquet	45178658	45651253	0.99
clickbench_q04/datafusion:parquet	328242960	349856419	0.94
clickbench_q05/datafusion:parquet	378055701	375055325	1.01
clickbench_q06/datafusion:parquet	1854952	1773257	1.05
clickbench_q07/datafusion:parquet	26446400	26785510	0.99
clickbench_q08/datafusion:parquet	415046596	408621478	1.02
clickbench_q09/datafusion:parquet	643382495	641302148	1.00
clickbench_q10/datafusion:parquet	116008660	108973022	1.06
clickbench_q11/datafusion:parquet	137990149	133054946	1.04
clickbench_q12/datafusion:parquet	376742946	364941952	1.03
clickbench_q13/datafusion:parquet 🚨	567998933	510350067	1.11
clickbench_q14/datafusion:parquet	363607374	353334357	1.03
clickbench_q15/datafusion:parquet	394264085	380643257	1.04
clickbench_q16/datafusion:parquet	722891392	718965190	1.01
clickbench_q17/datafusion:parquet	670805803	673270055	1.00
clickbench_q18/datafusion:parquet	1380356231	1383081231	1.00
clickbench_q19/datafusion:parquet	32345593	33501650	0.97
clickbench_q20/datafusion:parquet	596228927	596914874	1.00
clickbench_q21/datafusion:parquet	660105340	657214689	1.00
clickbench_q22/datafusion:parquet	966038995	964993695	1.00
clickbench_q23/datafusion:parquet	3637275863	3640872725	1.00
clickbench_q24/datafusion:parquet	84534415	88877518	0.95
clickbench_q25/datafusion:parquet	138314081	140277493	0.99
clickbench_q26/datafusion:parquet	85664844	87344910	0.98
clickbench_q27/datafusion:parquet	1053016543	1038973373	1.01
clickbench_q28/datafusion:parquet	6425966800	6500168150	0.99
clickbench_q29/datafusion:parquet	239929243	239575737	1.00
clickbench_q30/datafusion:parquet	364096505	357518764	1.02
clickbench_q31/datafusion:parquet	397928990	382874401	1.04
clickbench_q32/datafusion:parquet	1211743740	1173656094	1.03
clickbench_q33/datafusion:parquet	1518333911	1506143239	1.01
clickbench_q34/datafusion:parquet	1516798643	1501178538	1.01
clickbench_q35/datafusion:parquet	521533369	530559863	0.98
clickbench_q36/datafusion:parquet	144790307	149310686	0.97
clickbench_q37/datafusion:parquet	59457095	61781112	0.96
clickbench_q38/datafusion:parquet	93513153	88214390	1.06
clickbench_q39/datafusion:parquet	271577158	274565271	0.99
clickbench_q40/datafusion:parquet	34006072	35245047	0.96
clickbench_q41/datafusion:parquet	29931852	30501629	0.98
clickbench_q42/datafusion:parquet	32285612	31996948	1.01

duckdb / vortex-file-compressed (1.002x ➖, 1↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6376148	5929347	1.08
clickbench_q01/duckdb:vortex-file-compressed	13569895	13738972	0.99
clickbench_q02/duckdb:vortex-file-compressed	24583324	25305412	0.97
clickbench_q03/duckdb:vortex-file-compressed	30296460	30249652	1.00
clickbench_q04/duckdb:vortex-file-compressed	171086749	172981647	0.99
clickbench_q05/duckdb:vortex-file-compressed	196011791	198987777	0.99
clickbench_q06/duckdb:vortex-file-compressed	17841530	17977735	0.99
clickbench_q07/duckdb:vortex-file-compressed	14916120	15056370	0.99
clickbench_q08/duckdb:vortex-file-compressed	262407245	262059708	1.00
clickbench_q09/duckdb:vortex-file-compressed	377233626	378107365	1.00
clickbench_q10/duckdb:vortex-file-compressed	74100703	74343453	1.00
clickbench_q11/duckdb:vortex-file-compressed	84607367	82777794	1.02
clickbench_q12/duckdb:vortex-file-compressed	218079859	208720195	1.04
clickbench_q13/duckdb:vortex-file-compressed	437758760	433519409	1.01
clickbench_q14/duckdb:vortex-file-compressed	241814005	241863246	1.00
clickbench_q15/duckdb:vortex-file-compressed	212604535	209527816	1.01
clickbench_q16/duckdb:vortex-file-compressed	598938647	649877333	0.92
clickbench_q17/duckdb:vortex-file-compressed	497233342	538540823	0.92
clickbench_q18/duckdb:vortex-file-compressed	1151555107	1229730378	0.94
clickbench_q19/duckdb:vortex-file-compressed	21591610	20511301	1.05
clickbench_q20/duckdb:vortex-file-compressed	369446626	369922179	1.00
clickbench_q21/duckdb:vortex-file-compressed	410447868	393913748	1.04
clickbench_q22/duckdb:vortex-file-compressed	646183312	648116644	1.00
clickbench_q23/duckdb:vortex-file-compressed 🚀	1083921027	1278329487	0.85
clickbench_q24/duckdb:vortex-file-compressed	46784900	49284874	0.95
clickbench_q25/duckdb:vortex-file-compressed	76419644	75118467	1.02
clickbench_q26/duckdb:vortex-file-compressed	41920587	43564023	0.96
clickbench_q27/duckdb:vortex-file-compressed	499032381	494379174	1.01
clickbench_q28/duckdb:vortex-file-compressed	2972968935	2988747138	0.99
clickbench_q29/duckdb:vortex-file-compressed	27716879	27467971	1.01
clickbench_q30/duckdb:vortex-file-compressed	182482914	180903360	1.01
clickbench_q31/duckdb:vortex-file-compressed	259813377	259143972	1.00
clickbench_q32/duckdb:vortex-file-compressed	1315405410	1296440827	1.01
clickbench_q33/duckdb:vortex-file-compressed	1439438801	1495685860	0.96
clickbench_q34/duckdb:vortex-file-compressed	1573608529	1546222869	1.02
clickbench_q35/duckdb:vortex-file-compressed	370378289	368706071	1.00
clickbench_q36/duckdb:vortex-file-compressed	34048288	33246964	1.02
clickbench_q37/duckdb:vortex-file-compressed	25381491	23356342	1.09
clickbench_q38/duckdb:vortex-file-compressed	26205897	25058915	1.05
clickbench_q39/duckdb:vortex-file-compressed	47368308	44465684	1.07
clickbench_q40/duckdb:vortex-file-compressed	24219072	24305842	1.00
clickbench_q41/duckdb:vortex-file-compressed 🚨	25257591	22702790	1.11
clickbench_q42/duckdb:vortex-file-compressed	25324497	23795210	1.06

duckdb / parquet (1.004x ➖, 0↑ 0↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	225868054	216325884	1.04
clickbench_q01/duckdb:parquet	51353346	51257538	1.00
clickbench_q02/duckdb:parquet	65171749	65097040	1.00
clickbench_q03/duckdb:parquet	63414569	64117131	0.99
clickbench_q04/duckdb:parquet	206278301	202011307	1.02
clickbench_q05/duckdb:parquet	284151380	277813332	1.02
clickbench_q06/duckdb:parquet	61059147	60652188	1.01
clickbench_q07/duckdb:parquet	52248879	53253677	0.98
clickbench_q08/duckdb:parquet	270392189	267847090	1.01
clickbench_q09/duckdb:parquet	397306426	396656783	1.00
clickbench_q10/duckdb:parquet	95461956	96969706	0.98
clickbench_q11/duckdb:parquet	111563371	110959537	1.01
clickbench_q12/duckdb:parquet	303251441	294275517	1.03
clickbench_q13/duckdb:parquet	522800775	522302536	1.00
clickbench_q14/duckdb:parquet	330389818	333395227	0.99
clickbench_q15/duckdb:parquet	243565738	241924243	1.01
clickbench_q16/duckdb:parquet	614331719	615725332	1.00
clickbench_q17/duckdb:parquet	517487526	510007173	1.01
clickbench_q18/duckdb:parquet	1061141736	1051821520	1.01
clickbench_q19/duckdb:parquet	48407907	49268925	0.98
clickbench_q20/duckdb:parquet	432092476	438325017	0.99
clickbench_q21/duckdb:parquet	563759102	555758063	1.01
clickbench_q22/duckdb:parquet	928083657	919820696	1.01
clickbench_q23/duckdb:parquet	319580434	312179526	1.02
clickbench_q24/duckdb:parquet	79321245	78667994	1.01
clickbench_q25/duckdb:parquet	140656891	139856581	1.01
clickbench_q26/duckdb:parquet	53270843	54013363	0.99
clickbench_q27/duckdb:parquet	641530796	644086234	1.00
clickbench_q28/duckdb:parquet	4863171490	4852508907	1.00
clickbench_q29/duckdb:parquet	61564296	62078445	0.99
clickbench_q30/duckdb:parquet	306748915	304187393	1.01
clickbench_q31/duckdb:parquet	352570269	350071384	1.01
clickbench_q32/duckdb:parquet	1187958579	1160426909	1.02
clickbench_q33/duckdb:parquet	1272853901	1285943193	0.99
clickbench_q34/duckdb:parquet	1314622024	1312707332	1.00
clickbench_q35/duckdb:parquet	352780221	351878702	1.00
clickbench_q36/duckdb:parquet	64391250	64965476	0.99
clickbench_q37/duckdb:parquet	54506299	53485181	1.02
clickbench_q38/duckdb:parquet	58390164	58457089	1.00
clickbench_q39/duckdb:parquet	97459934	97372844	1.00
clickbench_q40/duckdb:parquet	55415913	55012825	1.01
clickbench_q41/duckdb:parquet	60087080	58482263	1.03
clickbench_q42/duckdb:parquet	49247416	51642471	0.95

duckdb / duckdb (0.994x ➖, 4↑ 1↓)

name	PR 9f41fc3 (ns)	base b2a5a70 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚨	20154756	17588932	1.15
clickbench_q01/duckdb:duckdb	36765481	33850443	1.09
clickbench_q02/duckdb:duckdb	49218558	46181790	1.07
clickbench_q03/duckdb:duckdb	49888152	47084946	1.06
clickbench_q04/duckdb:duckdb	209787434	225992851	0.93
clickbench_q05/duckdb:duckdb	317495769	342216053	0.93
clickbench_q06/duckdb:duckdb	38357432	36093612	1.06
clickbench_q07/duckdb:duckdb	38735318	36161343	1.07
clickbench_q08/duckdb:duckdb	303540135	321892887	0.94
clickbench_q09/duckdb:duckdb	473767663	503894403	0.94
clickbench_q10/duckdb:duckdb	99816526	96798243	1.03
clickbench_q11/duckdb:duckdb	108928010	106154013	1.03
clickbench_q12/duckdb:duckdb	292311682	311936107	0.94
clickbench_q13/duckdb:duckdb 🚀	535874567	604034502	0.89
clickbench_q14/duckdb:duckdb	341407982	355536364	0.96
clickbench_q15/duckdb:duckdb	254932661	276939442	0.92
clickbench_q16/duckdb:duckdb	674607289	710249114	0.95
clickbench_q17/duckdb:duckdb	590067694	606444218	0.97
clickbench_q18/duckdb:duckdb	1269231991	1316113248	0.96
clickbench_q19/duckdb:duckdb	37764470	35193928	1.07
clickbench_q20/duckdb:duckdb 🚀	918281267	1097349675	0.84
clickbench_q21/duckdb:duckdb 🚀	1003245913	1204511951	0.83
clickbench_q22/duckdb:duckdb	1037462042	1112693630	0.93
clickbench_q23/duckdb:duckdb	251323581	250996952	1.00
clickbench_q24/duckdb:duckdb	63992946	62842998	1.02
clickbench_q25/duckdb:duckdb	125744909	125099572	1.01
clickbench_q26/duckdb:duckdb	59368896	58990781	1.01
clickbench_q27/duckdb:duckdb 🚀	991651476	1168153343	0.85
clickbench_q28/duckdb:duckdb	4646647917	4646133232	1.00
clickbench_q29/duckdb:duckdb	51825422	49146855	1.05
clickbench_q30/duckdb:duckdb	299144321	284262731	1.05
clickbench_q31/duckdb:duckdb	434360912	434125301	1.00
clickbench_q32/duckdb:duckdb	1581387243	1543573545	1.02
clickbench_q33/duckdb:duckdb	1941825068	2002287786	0.97
clickbench_q34/duckdb:duckdb	2115721333	2180488180	0.97
clickbench_q35/duckdb:duckdb	264570409	263881029	1.00
clickbench_q36/duckdb:duckdb	39330609	43454915	0.91
clickbench_q37/duckdb:duckdb	34873301	31774361	1.10
clickbench_q38/duckdb:duckdb	34605317	32366456	1.07
clickbench_q39/duckdb:duckdb	71547488	67134682	1.07
clickbench_q40/duckdb:duckdb	34974054	32389955	1.08
clickbench_q41/duckdb:duckdb	32649317	30275988	1.08
clickbench_q42/duckdb:duckdb	34439749	32193451	1.07

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+1.9%	+7.6%	-5.3%	+662.4%	➖ noise
0	duckdb:duckdb	+14.6%	+7.6%	+6.5%	+291.6%	➖ noise
0	duckdb:vortex-file-compressed	+7.5%	+7.6%	-0.0%	+333.8%	➖ noise
1	datafusion:vortex-file-compressed	+10.7%	+2.1%	+8.4%	+34.1%	➖ noise
1	duckdb:duckdb	+8.6%	+2.1%	+6.4%	+56.5%	➖ noise
1	duckdb:vortex-file-compressed	-1.2%	+2.1%	-3.2%	+21.2%	➖ noise
2	datafusion:vortex-file-compressed	+1.0%	+1.2%	-0.2%	+30.4%	➖ noise
2	duckdb:duckdb	+6.6%	+1.2%	+5.4%	+22.2%	➖ noise
2	duckdb:vortex-file-compressed	-2.9%	+1.2%	-4.0%	+14.2%	➖ noise
3	datafusion:vortex-file-compressed	-0.3%	-1.1%	+0.7%	+152.3%	➖ noise
3	duckdb:duckdb	+6.0%	-1.1%	+7.1%	+55.1%	➖ noise
3	duckdb:vortex-file-compressed	+0.2%	-1.1%	+1.2%	+33.1%	➖ noise
4	datafusion:vortex-file-compressed	-0.2%	-2.1%	+1.9%	+10.0%	➖ noise
4	duckdb:duckdb	-7.2%	-2.1%	-5.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.1%	-2.1%	+1.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.5%	+1.5%	-2.0%	+10.0%	➖ noise
5	duckdb:duckdb	-7.2%	+1.5%	-8.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.5%	+1.5%	-3.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+5.4%	+2.6%	+2.7%	+41.9%	➖ noise
6	duckdb:duckdb	+6.3%	+2.6%	+3.6%	+31.9%	➖ noise
6	duckdb:vortex-file-compressed	-0.8%	+2.6%	-3.3%	+19.8%	➖ noise
7	datafusion:vortex-file-compressed	+0.6%	-1.6%	+2.2%	+30.0%	➖ noise
7	duckdb:duckdb	+7.1%	-1.6%	+8.8%	+13.2%	➖ noise
7	duckdb:vortex-file-compressed	-0.9%	-1.6%	+0.7%	+11.2%	➖ noise
8	datafusion:vortex-file-compressed	+3.1%	+1.3%	+1.8%	+10.0%	➖ noise
8	duckdb:duckdb	-5.7%	+1.3%	-6.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.1%	+1.3%	-1.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+7.3%	+0.2%	+7.1%	+10.0%	➖ noise
9	duckdb:duckdb	-6.0%	+0.2%	-6.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.2%	+0.2%	-0.5%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+3.6%	+2.4%	+1.2%	+10.4%	➖ noise
10	duckdb:duckdb	+3.1%	+2.4%	+0.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.3%	+2.4%	-2.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.7%	+2.1%	-1.4%	+10.0%	➖ noise
11	duckdb:duckdb	+2.6%	+2.1%	+0.5%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.2%	+2.1%	+0.1%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-2.8%	+3.1%	-5.8%	+10.0%	➖ noise
12	duckdb:duckdb	-6.3%	+3.1%	-9.1%	+10.0%	✅ faster
12	duckdb:vortex-file-compressed	+4.5%	+3.1%	+1.3%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+2.9%	+5.5%	-2.5%	+10.0%	➖ noise
13	duckdb:duckdb	-11.3%	+5.5%	-15.9%	+10.0%	✅ faster
13	duckdb:vortex-file-compressed	+1.0%	+5.5%	-4.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+2.0%	+1.0%	+1.0%	+10.0%	➖ noise
14	duckdb:duckdb	-4.0%	+1.0%	-4.9%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.0%	+1.0%	-1.0%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.0%	+2.1%	-0.1%	+10.0%	➖ noise
15	duckdb:duckdb	-7.9%	+2.1%	-9.9%	+10.0%	✅ faster
15	duckdb:vortex-file-compressed	+1.5%	+2.1%	-0.6%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+1.5%	+0.2%	+1.4%	+10.0%	➖ noise
16	duckdb:duckdb	-5.0%	+0.2%	-5.2%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-7.8%	+0.2%	-8.0%	+13.2%	➖ noise
17	datafusion:vortex-file-compressed	+0.1%	+0.5%	-0.5%	+10.0%	➖ noise
17	duckdb:duckdb	-2.7%	+0.5%	-3.2%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-7.7%	+0.5%	-8.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.5%	+0.3%	+1.2%	+10.0%	➖ noise
18	duckdb:duckdb	-3.6%	+0.3%	-3.9%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-6.4%	+0.3%	-6.7%	+10.5%	➖ noise
19	datafusion:vortex-file-compressed	+8.5%	-2.6%	+11.4%	+11.2%	🚨 regression
19	duckdb:duckdb	+7.3%	-2.6%	+10.2%	+12.5%	➖ noise
19	duckdb:vortex-file-compressed	+5.3%	-2.6%	+8.1%	+33.0%	➖ noise
20	datafusion:vortex-file-compressed	-0.0%	-0.8%	+0.8%	+180.9%	➖ noise
20	duckdb:duckdb	-16.3%	-0.8%	-15.7%	+29.6%	➖ noise
20	duckdb:vortex-file-compressed	-0.1%	-0.8%	+0.6%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+1.9%	+0.9%	+1.0%	+10.0%	➖ noise
21	duckdb:duckdb	-16.7%	+0.9%	-17.5%	+10.0%	✅ faster
21	duckdb:vortex-file-compressed	+4.2%	+0.9%	+3.2%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+3.8%	+0.5%	+3.3%	+10.8%	➖ noise
22	duckdb:duckdb	-6.8%	+0.5%	-7.2%	+13.8%	➖ noise
22	duckdb:vortex-file-compressed	-0.3%	+0.5%	-0.8%	+19.3%	➖ noise
23	datafusion:vortex-file-compressed	+35.3%	+1.1%	+33.7%	+44.0%	➖ noise
23	duckdb:duckdb	+0.1%	+1.1%	-1.0%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-15.2%	+1.1%	-16.2%	+23.1%	➖ noise
24	datafusion:vortex-file-compressed	+2.8%	-2.1%	+4.9%	+17.6%	➖ noise
24	duckdb:duckdb	+1.8%	-2.1%	+4.0%	+11.9%	➖ noise
24	duckdb:vortex-file-compressed	-5.1%	-2.1%	-3.1%	+20.7%	➖ noise
25	datafusion:vortex-file-compressed	+4.0%	-0.4%	+4.5%	+11.6%	➖ noise
25	duckdb:duckdb	+0.5%	-0.4%	+0.9%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+1.7%	-0.4%	+2.2%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+10.1%	-1.6%	+11.9%	+15.0%	➖ noise
26	duckdb:duckdb	+0.6%	-1.6%	+2.3%	+14.7%	➖ noise
26	duckdb:vortex-file-compressed	-3.8%	-1.6%	-2.2%	+22.9%	➖ noise
27	datafusion:vortex-file-compressed	+3.3%	+0.5%	+2.8%	+10.0%	➖ noise
27	duckdb:duckdb	-15.1%	+0.5%	-15.5%	+14.4%	✅ faster
27	duckdb:vortex-file-compressed	+0.9%	+0.5%	+0.5%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+2.1%	-0.5%	+2.6%	+10.0%	➖ noise
28	duckdb:duckdb	+0.0%	-0.5%	+0.5%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.5%	-0.5%	-0.1%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+0.6%	-0.3%	+1.0%	+10.0%	➖ noise
29	duckdb:duckdb	+5.5%	-0.3%	+5.8%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+0.9%	-0.3%	+1.3%	+11.9%	➖ noise
30	datafusion:vortex-file-compressed	+2.2%	+1.3%	+0.9%	+10.0%	➖ noise
30	duckdb:duckdb	+5.2%	+1.3%	+3.8%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.9%	+1.3%	-0.5%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.2%	+2.3%	-1.1%	+10.0%	➖ noise
31	duckdb:duckdb	+0.1%	+2.3%	-2.2%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+0.3%	+2.3%	-2.0%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+17.1%	+2.8%	+13.9%	+13.1%	🚨 regression
32	duckdb:duckdb	+2.4%	+2.8%	-0.3%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+1.5%	+2.8%	-1.3%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+5.5%	-0.1%	+5.6%	+14.4%	➖ noise
33	duckdb:duckdb	-3.0%	-0.1%	-2.9%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-3.8%	-0.1%	-3.7%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+2.0%	+0.6%	+1.4%	+10.0%	➖ noise
34	duckdb:duckdb	-3.0%	+0.6%	-3.5%	+13.5%	➖ noise
34	duckdb:vortex-file-compressed	+1.8%	+0.6%	+1.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+2.4%	-0.7%	+3.2%	+10.0%	➖ noise
35	duckdb:duckdb	+0.3%	-0.7%	+1.0%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.5%	-0.7%	+1.2%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-1.2%	-2.0%	+0.8%	+10.0%	➖ noise
36	duckdb:duckdb	-9.5%	-2.0%	-7.7%	+12.2%	➖ noise
36	duckdb:vortex-file-compressed	+2.4%	-2.0%	+4.5%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-1.5%	-1.0%	-0.6%	+10.0%	➖ noise
37	duckdb:duckdb	+9.8%	-1.0%	+10.8%	+11.6%	➖ noise
37	duckdb:vortex-file-compressed	+8.7%	-1.0%	+9.7%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-2.1%	+2.9%	-4.8%	+10.3%	➖ noise
38	duckdb:duckdb	+6.9%	+2.9%	+3.9%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+4.6%	+2.9%	+1.6%	+10.0%	➖ noise
39	datafusion:vortex-file-compressed	+5.3%	-0.5%	+5.8%	+10.0%	➖ noise
39	duckdb:duckdb	+6.6%	-0.5%	+7.1%	+17.1%	➖ noise
39	duckdb:vortex-file-compressed	+6.5%	-0.5%	+7.1%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+5.2%	-1.4%	+6.7%	+10.0%	➖ noise
40	duckdb:duckdb	+8.0%	-1.4%	+9.5%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	-0.4%	-1.4%	+1.1%	+16.1%	➖ noise
41	datafusion:vortex-file-compressed	+9.1%	+0.4%	+8.7%	+10.0%	➖ noise
41	duckdb:duckdb	+7.8%	+0.4%	+7.4%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+11.3%	+0.4%	+10.8%	+22.9%	➖ noise
42	datafusion:vortex-file-compressed	+3.1%	-1.9%	+5.1%	+10.0%	➖ noise
42	duckdb:duckdb	+7.0%	-1.9%	+9.1%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	+6.4%	-1.9%	+8.5%	+10.0%	➖ noise