wip: fsst dedup

[joseph-isaacs]

Summary

Closes: #000

Testing

[codspeed-hq]

Merging this PR will not alter performance

✅ 994 untouched benchmarks
⏩ 1515 skipped benchmarks¹

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_{Comparing ji/fsst-dedup (5126025) with develop (6982389)}

Footnotes

1. 1515 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]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	5126025		1	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	79fd820		1	Explore Profiling Data
🟢 Done	dc7c5af		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Summary

• Overall: 0.966x ➖
• Vortex: 0.964x ➖
• Parquet: 0.982x ➖

Verdict

No clear signal

• Attributed Vortex impact: -2.1%
• Confidence: environment too noisy
• Environment shift: -1.8%

Statistical Summary

• Systemic shift (parquet controls): -1.8%
• Control sigma: +7.0%
• Residual noise: +2.9%
• Median polish overall: -3.4%

datafusion / vortex-file-compressed (0.955x ➖, 1↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51029771	54356312	0.94
tpch_q02/datafusion:vortex-file-compressed	49255985	51976829	0.95
tpch_q03/datafusion:vortex-file-compressed	27514574	28751266	0.96
tpch_q04/datafusion:vortex-file-compressed	18435341	19181773	0.96
tpch_q05/datafusion:vortex-file-compressed	76397652	80808739	0.95
tpch_q06/datafusion:vortex-file-compressed	10023727	10615464	0.94
tpch_q07/datafusion:vortex-file-compressed	90794634	93169645	0.97
tpch_q08/datafusion:vortex-file-compressed	65236721	67586089	0.97
tpch_q09/datafusion:vortex-file-compressed	86756591	88938338	0.98
tpch_q10/datafusion:vortex-file-compressed	73851517	81381245	0.91
tpch_q11/datafusion:vortex-file-compressed	18641336	19690513	0.95
tpch_q12/datafusion:vortex-file-compressed	33696161	35752983	0.94
tpch_q13/datafusion:vortex-file-compressed 🚀	28024412	31246320	0.90
tpch_q14/datafusion:vortex-file-compressed	28057599	28115877	1.00
tpch_q15/datafusion:vortex-file-compressed	25043844	25394346	0.99
tpch_q16/datafusion:vortex-file-compressed	34825101	34671578	1.00
tpch_q17/datafusion:vortex-file-compressed	76737760	78864889	0.97
tpch_q18/datafusion:vortex-file-compressed	100874861	105968667	0.95
tpch_q19/datafusion:vortex-file-compressed	34651747	35963272	0.96
tpch_q20/datafusion:vortex-file-compressed	48083203	51165545	0.94
tpch_q21/datafusion:vortex-file-compressed	91004307	97998629	0.93
tpch_q22/datafusion:vortex-file-compressed	15914512	16482844	0.97

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

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	61262018	62020186	0.99
tpch_q02/datafusion:vortex-compact	54494890	55429382	0.98
tpch_q03/datafusion:vortex-compact	32220817	32931196	0.98
tpch_q04/datafusion:vortex-compact	23304444	24740684	0.94
tpch_q05/datafusion:vortex-compact	81675635	88255518	0.93
tpch_q06/datafusion:vortex-compact	14486706	14818891	0.98
tpch_q07/datafusion:vortex-compact	94763374	98342061	0.96
tpch_q08/datafusion:vortex-compact	72309193	73583967	0.98
tpch_q09/datafusion:vortex-compact	91082567	100030597	0.91
tpch_q10/datafusion:vortex-compact	76790480	81668497	0.94
tpch_q11/datafusion:vortex-compact	20425911	21106477	0.97
tpch_q12/datafusion:vortex-compact	42231050	45307367	0.93
tpch_q13/datafusion:vortex-compact	36356117	38546637	0.94
tpch_q14/datafusion:vortex-compact	31321457	32656695	0.96
tpch_q15/datafusion:vortex-compact	33155806	35173365	0.94
tpch_q16/datafusion:vortex-compact	39670234	40442681	0.98
tpch_q17/datafusion:vortex-compact	79762796	81669663	0.98
tpch_q18/datafusion:vortex-compact	107768942	115220873	0.94
tpch_q19/datafusion:vortex-compact	49448084	48385444	1.02
tpch_q20/datafusion:vortex-compact	55563464	57697907	0.96
tpch_q21/datafusion:vortex-compact	106218464	110602079	0.96
tpch_q22/datafusion:vortex-compact	16091703	17466415	0.92

datafusion / parquet (0.976x ➖, 1↑ 1↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	108351037	154478114	0.70
tpch_q02/datafusion:parquet	80659896	84558412	0.95
tpch_q03/datafusion:parquet	85370936	77782198	1.10
tpch_q04/datafusion:parquet	53655724	55130171	0.97
tpch_q05/datafusion:parquet	160651734	164189957	0.98
tpch_q06/datafusion:parquet	47976211	46507034	1.03
tpch_q07/datafusion:parquet	175517312	183551583	0.96
tpch_q08/datafusion:parquet	163380545	157688238	1.04
tpch_q09/datafusion:parquet	210270306	228913656	0.92
tpch_q10/datafusion:parquet	189204301	191741966	0.99
tpch_q11/datafusion:parquet	60477101	62402282	0.97
tpch_q12/datafusion:parquet	126004558	123953670	1.02
tpch_q13/datafusion:parquet	202280495	203711811	0.99
tpch_q14/datafusion:parquet	78954238	78455289	1.01
tpch_q15/datafusion:parquet	66913289	72263663	0.93
tpch_q16/datafusion:parquet	54561948	55895385	0.98
tpch_q17/datafusion:parquet	169050626	181846709	0.93
tpch_q18/datafusion:parquet	230286433	230086895	1.00
tpch_q19/datafusion:parquet 🚨	94837238	84563632	1.12
tpch_q20/datafusion:parquet	124717122	120788659	1.03
tpch_q21/datafusion:parquet	176441980	177082388	1.00
tpch_q22/datafusion:parquet	39653447	41505604	0.96

datafusion / arrow (0.939x ➖, 1↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	64111957	70081864	0.91
tpch_q02/datafusion:arrow	22799882	24086724	0.95
tpch_q03/datafusion:arrow	37082004	40088795	0.92
tpch_q04/datafusion:arrow	30379907	33576239	0.90
tpch_q05/datafusion:arrow	94824245	98244192	0.97
tpch_q06/datafusion:arrow	23232574	23623125	0.98
tpch_q07/datafusion:arrow	177851155	189524428	0.94
tpch_q08/datafusion:arrow	53905407	50603044	1.07
tpch_q09/datafusion:arrow	78989216	83860707	0.94
tpch_q10/datafusion:arrow	58620560	63707077	0.92
tpch_q11/datafusion:arrow	11846957	12843928	0.92
tpch_q12/datafusion:arrow	56028453	61308171	0.91
tpch_q13/datafusion:arrow	51327393	51123388	1.00
tpch_q14/datafusion:arrow	25721431	28353155	0.91
tpch_q15/datafusion:arrow	51389714	54073710	0.95
tpch_q16/datafusion:arrow	22806486	25219222	0.90
tpch_q17/datafusion:arrow 🚀	75659613	88278993	0.86
tpch_q18/datafusion:arrow	158127193	168295858	0.94
tpch_q19/datafusion:arrow	41215994	43357638	0.95
tpch_q20/datafusion:arrow	41178154	44395662	0.93
tpch_q21/datafusion:arrow	235535457	258551994	0.91
tpch_q22/datafusion:arrow	21690791	21794668	1.00

duckdb / vortex-file-compressed (0.973x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	32997497	32700049	1.01
tpch_q02/duckdb:vortex-file-compressed	27637461	27060199	1.02
tpch_q03/duckdb:vortex-file-compressed	29507426	30757453	0.96
tpch_q04/duckdb:vortex-file-compressed	28630302	31078281	0.92
tpch_q05/duckdb:vortex-file-compressed	32760714	34107966	0.96
tpch_q06/duckdb:vortex-file-compressed	11057503	11442158	0.97
tpch_q07/duckdb:vortex-file-compressed	37599945	37734714	1.00
tpch_q08/duckdb:vortex-file-compressed	40668628	42732401	0.95
tpch_q09/duckdb:vortex-file-compressed	78172718	80745142	0.97
tpch_q10/duckdb:vortex-file-compressed	35455913	37850942	0.94
tpch_q11/duckdb:vortex-file-compressed	16010533	15759911	1.02
tpch_q12/duckdb:vortex-file-compressed	22543618	23654389	0.95
tpch_q13/duckdb:vortex-file-compressed	36954281	38567355	0.96
tpch_q14/duckdb:vortex-file-compressed	23427796	22977261	1.02
tpch_q15/duckdb:vortex-file-compressed	16759478	16043985	1.04
tpch_q16/duckdb:vortex-file-compressed	30608971	30946642	0.99
tpch_q17/duckdb:vortex-file-compressed	24076661	25186968	0.96
tpch_q18/duckdb:vortex-file-compressed	47596616	51007417	0.93
tpch_q19/duckdb:vortex-file-compressed	32864591	34149224	0.96
tpch_q20/duckdb:vortex-file-compressed	34728077	35870102	0.97
tpch_q21/duckdb:vortex-file-compressed	102720198	106238376	0.97
tpch_q22/duckdb:vortex-file-compressed	18318588	19118052	0.96

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

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	39730680	39386284	1.01
tpch_q02/duckdb:vortex-compact	36143882	37536866	0.96
tpch_q03/duckdb:vortex-compact	32051604	34495334	0.93
tpch_q04/duckdb:vortex-compact	33410306	34853536	0.96
tpch_q05/duckdb:vortex-compact	38468519	39707518	0.97
tpch_q06/duckdb:vortex-compact	14799195	15176876	0.98
tpch_q07/duckdb:vortex-compact	45753829	45141993	1.01
tpch_q08/duckdb:vortex-compact	45283500	46502731	0.97
tpch_q09/duckdb:vortex-compact	89253993	93745620	0.95
tpch_q10/duckdb:vortex-compact	40888112	42011475	0.97
tpch_q11/duckdb:vortex-compact	19018013	21029016	0.90
tpch_q12/duckdb:vortex-compact	36692428	38695772	0.95
tpch_q13/duckdb:vortex-compact	45383968	48442408	0.94
tpch_q14/duckdb:vortex-compact	31664144	30446613	1.04
tpch_q15/duckdb:vortex-compact	19784756	20270024	0.98
tpch_q16/duckdb:vortex-compact	35424443	36967696	0.96
tpch_q17/duckdb:vortex-compact	32544307	31961978	1.02
tpch_q18/duckdb:vortex-compact	50577142	52831853	0.96
tpch_q19/duckdb:vortex-compact	36979093	39170766	0.94
tpch_q20/duckdb:vortex-compact	43922082	44161467	0.99
tpch_q21/duckdb:vortex-compact	113983903	115384892	0.99
tpch_q22/duckdb:vortex-compact	20384704	21178987	0.96

duckdb / parquet (0.987x ➖, 2↑ 2↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	76341389	89462077	0.85
tpch_q02/duckdb:parquet	38967231	39712975	0.98
tpch_q03/duckdb:parquet	68873113	75385299	0.91
tpch_q04/duckdb:parquet	46804488	49307857	0.95
tpch_q05/duckdb:parquet	67257220	72773118	0.92
tpch_q06/duckdb:parquet	29795717	30486234	0.98
tpch_q07/duckdb:parquet 🚨	82378862	68797719	1.20
tpch_q08/duckdb:parquet	87510126	82373122	1.06
tpch_q09/duckdb:parquet	133240122	135339274	0.98
tpch_q10/duckdb:parquet 🚀	124370844	142081800	0.88
tpch_q11/duckdb:parquet	22521200	23130527	0.97
tpch_q12/duckdb:parquet	45317951	46466047	0.98
tpch_q13/duckdb:parquet	261979218	278170819	0.94
tpch_q14/duckdb:parquet	48234036	49103284	0.98
tpch_q15/duckdb:parquet 🚨	32008999	25138924	1.27
tpch_q16/duckdb:parquet	54340329	56596796	0.96
tpch_q17/duckdb:parquet	61009428	58030624	1.05
tpch_q18/duckdb:parquet	118187774	121766426	0.97
tpch_q19/duckdb:parquet	86430124	83278385	1.04
tpch_q20/duckdb:parquet	63784337	63665982	1.00
tpch_q21/duckdb:parquet	172323376	184759769	0.93
tpch_q22/duckdb:parquet	51676777	52945446	0.98

duckdb / duckdb (0.973x ➖, 3↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16290301	16317617	1.00
tpch_q02/duckdb:duckdb	13139061	12600856	1.04
tpch_q03/duckdb:duckdb	19421181	19980054	0.97
tpch_q04/duckdb:duckdb	18381973	19761174	0.93
tpch_q05/duckdb:duckdb	20399493	20120686	1.01
tpch_q06/duckdb:duckdb	5333040	5293967	1.01
tpch_q07/duckdb:duckdb	22942113	22114184	1.04
tpch_q08/duckdb:duckdb	20990972	21007654	1.00
tpch_q09/duckdb:duckdb 🚀	52608508	59465185	0.88
tpch_q10/duckdb:duckdb 🚀	39381263	44069200	0.89
tpch_q11/duckdb:duckdb 🚀	5529612	6242553	0.89
tpch_q12/duckdb:duckdb	14060078	14363059	0.98
tpch_q13/duckdb:duckdb	37482231	37206906	1.01
tpch_q14/duckdb:duckdb	16603196	17972594	0.92
tpch_q15/duckdb:duckdb	11476070	11963850	0.96
tpch_q16/duckdb:duckdb	23454549	23528113	1.00
tpch_q17/duckdb:duckdb	13523974	14047397	0.96
tpch_q18/duckdb:duckdb	38780723	38609558	1.00
tpch_q19/duckdb:duckdb	27503089	28278691	0.97
tpch_q20/duckdb:duckdb	22918059	22493858	1.02
tpch_q21/duckdb:duckdb	55612044	57352793	0.97
tpch_q22/duckdb:duckdb	24479358	25018579	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-8.5%	-22.6%	+18.2%	+26.9%	➖ noise
1	datafusion:vortex-compact	-1.2%	-22.6%	+27.7%	+23.8%	🚨 regression
1	datafusion:vortex-file-compressed	-6.1%	-22.6%	+21.3%	+27.4%	➖ noise
1	duckdb:duckdb	-0.2%	-22.6%	+29.0%	+24.5%	🚨 regression
1	duckdb:vortex-compact	+0.9%	-22.6%	+30.4%	+24.1%	🚨 regression
1	duckdb:vortex-file-compressed	+0.9%	-22.6%	+30.4%	+24.0%	🚨 regression
2	datafusion:arrow	-5.3%	-3.3%	-2.2%	+19.1%	➖ noise
2	datafusion:vortex-compact	-1.7%	-3.3%	+1.6%	+19.1%	➖ noise
2	datafusion:vortex-file-compressed	-5.2%	-3.3%	-2.0%	+19.1%	➖ noise
2	duckdb:duckdb	+4.3%	-3.3%	+7.8%	+19.1%	➖ noise
2	duckdb:vortex-compact	-3.7%	-3.3%	-0.5%	+19.1%	➖ noise
2	duckdb:vortex-file-compressed	+2.1%	-3.3%	+5.6%	+19.1%	➖ noise
3	datafusion:arrow	-7.5%	+0.1%	-7.6%	+19.1%	➖ noise
3	datafusion:vortex-compact	-2.2%	+0.1%	-2.3%	+19.1%	➖ noise
3	datafusion:vortex-file-compressed	-4.3%	+0.1%	-4.4%	+19.1%	➖ noise
3	duckdb:duckdb	-2.8%	+0.1%	-2.9%	+24.5%	➖ noise
3	duckdb:vortex-compact	-7.1%	+0.1%	-7.2%	+19.1%	➖ noise
3	duckdb:vortex-file-compressed	-4.1%	+0.1%	-4.2%	+19.1%	➖ noise
4	datafusion:arrow	-9.5%	-3.9%	-5.9%	+19.1%	➖ noise
4	datafusion:vortex-compact	-5.8%	-3.9%	-2.0%	+19.1%	➖ noise
4	datafusion:vortex-file-compressed	-3.9%	-3.9%	-0.0%	+19.1%	➖ noise
4	duckdb:duckdb	-7.0%	-3.9%	-3.2%	+19.1%	➖ noise
4	duckdb:vortex-compact	-4.1%	-3.9%	-0.3%	+19.1%	➖ noise
4	duckdb:vortex-file-compressed	-7.9%	-3.9%	-4.2%	+19.1%	➖ noise
5	datafusion:arrow	-3.5%	-4.9%	+1.5%	+19.1%	➖ noise
5	datafusion:vortex-compact	-7.5%	-4.9%	-2.7%	+19.1%	➖ noise
5	datafusion:vortex-file-compressed	-5.5%	-4.9%	-0.6%	+19.1%	➖ noise
5	duckdb:duckdb	+1.4%	-4.9%	+6.6%	+19.1%	➖ noise
5	duckdb:vortex-compact	-3.1%	-4.9%	+1.9%	+19.1%	➖ noise
5	duckdb:vortex-file-compressed	-3.9%	-4.9%	+1.0%	+19.1%	➖ noise
6	datafusion:arrow	-1.7%	+0.4%	-2.1%	+21.6%	➖ noise
6	datafusion:vortex-compact	-2.2%	+0.4%	-2.6%	+22.0%	➖ noise
6	datafusion:vortex-file-compressed	-5.6%	+0.4%	-6.0%	+24.7%	➖ noise
6	duckdb:duckdb	+0.7%	+0.4%	+0.3%	+26.3%	➖ noise
6	duckdb:vortex-compact	-2.5%	+0.4%	-2.9%	+22.4%	➖ noise
6	duckdb:vortex-file-compressed	-3.4%	+0.4%	-3.8%	+23.6%	➖ noise
7	datafusion:arrow	-6.2%	+7.0%	-12.3%	+19.1%	➖ noise
7	datafusion:vortex-compact	-3.6%	+7.0%	-9.9%	+19.1%	➖ noise
7	datafusion:vortex-file-compressed	-2.5%	+7.0%	-8.9%	+19.1%	➖ noise
7	duckdb:duckdb	+3.7%	+7.0%	-3.0%	+19.1%	➖ noise
7	duckdb:vortex-compact	+1.4%	+7.0%	-5.3%	+19.1%	➖ noise
7	duckdb:vortex-file-compressed	-0.4%	+7.0%	-6.9%	+19.1%	➖ noise
8	datafusion:arrow	+6.5%	+4.9%	+1.5%	+19.1%	➖ noise
8	datafusion:vortex-compact	-1.7%	+4.9%	-6.3%	+19.1%	➖ noise
8	datafusion:vortex-file-compressed	-3.5%	+4.9%	-8.0%	+19.1%	➖ noise
8	duckdb:duckdb	-0.1%	+4.9%	-4.8%	+19.1%	➖ noise
8	duckdb:vortex-compact	-2.6%	+4.9%	-7.2%	+19.1%	➖ noise
8	duckdb:vortex-file-compressed	-4.8%	+4.9%	-9.3%	+19.1%	➖ noise
9	datafusion:arrow	-5.8%	-4.9%	-1.0%	+19.1%	➖ noise
9	datafusion:vortex-compact	-8.9%	-4.9%	-4.2%	+19.1%	➖ noise
9	datafusion:vortex-file-compressed	-2.5%	-4.9%	+2.6%	+19.1%	➖ noise
9	duckdb:duckdb	-11.5%	-4.9%	-7.0%	+19.1%	➖ noise
9	duckdb:vortex-compact	-4.8%	-4.9%	+0.1%	+19.1%	➖ noise
9	duckdb:vortex-file-compressed	-3.2%	-4.9%	+1.8%	+19.1%	➖ noise
10	datafusion:arrow	-8.0%	-7.1%	-1.0%	+19.1%	➖ noise
10	datafusion:vortex-compact	-6.0%	-7.1%	+1.2%	+19.1%	➖ noise
10	datafusion:vortex-file-compressed	-9.3%	-7.1%	-2.4%	+19.1%	➖ noise
10	duckdb:duckdb	-10.6%	-7.1%	-3.8%	+19.1%	➖ noise
10	duckdb:vortex-compact	-2.7%	-7.1%	+4.7%	+19.1%	➖ noise
10	duckdb:vortex-file-compressed	-6.3%	-7.1%	+0.8%	+19.1%	➖ noise
11	datafusion:arrow	-7.8%	-2.9%	-5.0%	+19.1%	➖ noise
11	datafusion:vortex-compact	-3.2%	-2.9%	-0.4%	+19.1%	➖ noise
11	datafusion:vortex-file-compressed	-5.3%	-2.9%	-2.5%	+19.1%	➖ noise
11	duckdb:duckdb	-11.4%	-2.9%	-8.8%	+19.1%	➖ noise
11	duckdb:vortex-compact	-9.6%	-2.9%	-6.9%	+19.1%	➖ noise
11	duckdb:vortex-file-compressed	+1.6%	-2.9%	+4.6%	+19.1%	➖ noise
12	datafusion:arrow	-8.6%	-0.4%	-8.2%	+19.1%	➖ noise
12	datafusion:vortex-compact	-6.8%	-0.4%	-6.4%	+19.1%	➖ noise
12	datafusion:vortex-file-compressed	-5.8%	-0.4%	-5.3%	+19.1%	➖ noise
12	duckdb:duckdb	-2.1%	-0.4%	-1.7%	+19.1%	➖ noise
12	duckdb:vortex-compact	-5.2%	-0.4%	-4.8%	+19.1%	➖ noise
12	duckdb:vortex-file-compressed	-4.7%	-0.4%	-4.3%	+19.1%	➖ noise
13	datafusion:arrow	+0.4%	-3.3%	+3.8%	+19.1%	➖ noise
13	datafusion:vortex-compact	-5.7%	-3.3%	-2.5%	+19.1%	➖ noise
13	datafusion:vortex-file-compressed	-10.3%	-3.3%	-7.3%	+19.1%	➖ noise
13	duckdb:duckdb	+0.7%	-3.3%	+4.2%	+19.1%	➖ noise
13	duckdb:vortex-compact	-6.3%	-3.3%	-3.1%	+19.1%	➖ noise
13	duckdb:vortex-file-compressed	-4.2%	-3.3%	-0.9%	+19.1%	➖ noise
14	datafusion:arrow	-9.3%	-0.6%	-8.8%	+19.1%	➖ noise
14	datafusion:vortex-compact	-4.1%	-0.6%	-3.5%	+19.1%	➖ noise
14	datafusion:vortex-file-compressed	-0.2%	-0.6%	+0.4%	+19.1%	➖ noise
14	duckdb:duckdb	-7.6%	-0.6%	-7.1%	+19.1%	➖ noise
14	duckdb:vortex-compact	+4.0%	-0.6%	+4.6%	+19.1%	➖ noise
14	duckdb:vortex-file-compressed	+2.0%	-0.6%	+2.5%	+19.1%	➖ noise
15	datafusion:arrow	-5.0%	+8.6%	-12.5%	+19.1%	➖ noise
15	datafusion:vortex-compact	-5.7%	+8.6%	-13.2%	+19.1%	➖ noise
15	datafusion:vortex-file-compressed	-1.4%	+8.6%	-9.2%	+19.1%	➖ noise
15	duckdb:duckdb	-4.1%	+8.6%	-11.7%	+19.1%	➖ noise
15	duckdb:vortex-compact	-2.4%	+8.6%	-10.1%	+19.1%	➖ noise
15	duckdb:vortex-file-compressed	+4.5%	+8.6%	-3.8%	+19.1%	➖ noise
16	datafusion:arrow	-9.6%	-3.2%	-6.6%	+19.1%	➖ noise
16	datafusion:vortex-compact	-1.9%	-3.2%	+1.3%	+19.1%	➖ noise
16	datafusion:vortex-file-compressed	+0.4%	-3.2%	+3.8%	+19.1%	➖ noise
16	duckdb:duckdb	-0.3%	-3.2%	+3.0%	+19.1%	➖ noise
16	duckdb:vortex-compact	-4.2%	-3.2%	-1.0%	+19.1%	➖ noise
16	duckdb:vortex-file-compressed	-1.1%	-3.2%	+2.2%	+19.1%	➖ noise
17	datafusion:arrow	-14.3%	-1.1%	-13.3%	+19.1%	➖ noise
17	datafusion:vortex-compact	-2.3%	-1.1%	-1.2%	+19.1%	➖ noise
17	datafusion:vortex-file-compressed	-2.7%	-1.1%	-1.6%	+19.1%	➖ noise
17	duckdb:duckdb	-3.7%	-1.1%	-2.6%	+19.1%	➖ noise
17	duckdb:vortex-compact	+1.8%	-1.1%	+3.0%	+19.1%	➖ noise
17	duckdb:vortex-file-compressed	-4.4%	-1.1%	-3.3%	+19.1%	➖ noise
18	datafusion:arrow	-6.0%	-1.4%	-4.7%	+19.1%	➖ noise
18	datafusion:vortex-compact	-6.5%	-1.4%	-5.1%	+19.1%	➖ noise
18	datafusion:vortex-file-compressed	-4.8%	-1.4%	-3.4%	+19.1%	➖ noise
18	duckdb:duckdb	+0.4%	-1.4%	+1.9%	+19.1%	➖ noise
18	duckdb:vortex-compact	-4.3%	-1.4%	-2.9%	+19.1%	➖ noise
18	duckdb:vortex-file-compressed	-6.7%	-1.4%	-5.3%	+19.1%	➖ noise
19	datafusion:arrow	-4.9%	+7.9%	-11.9%	+19.6%	➖ noise
19	datafusion:vortex-compact	+2.2%	+7.9%	-5.3%	+19.9%	➖ noise
19	datafusion:vortex-file-compressed	-3.6%	+7.9%	-10.7%	+19.1%	➖ noise
19	duckdb:duckdb	-2.7%	+7.9%	-9.9%	+20.3%	➖ noise
19	duckdb:vortex-compact	-5.6%	+7.9%	-12.5%	+19.1%	➖ noise
19	duckdb:vortex-file-compressed	-3.8%	+7.9%	-10.8%	+19.1%	➖ noise
20	datafusion:arrow	-7.2%	+1.7%	-8.8%	+19.1%	➖ noise
20	datafusion:vortex-compact	-3.7%	+1.7%	-5.3%	+19.1%	➖ noise
20	datafusion:vortex-file-compressed	-6.0%	+1.7%	-7.6%	+19.1%	➖ noise
20	duckdb:duckdb	+1.9%	+1.7%	+0.2%	+19.1%	➖ noise
20	duckdb:vortex-compact	-0.5%	+1.7%	-2.2%	+19.1%	➖ noise
20	duckdb:vortex-file-compressed	-3.2%	+1.7%	-4.8%	+19.1%	➖ noise
21	datafusion:arrow	-8.9%	-3.6%	-5.5%	+19.1%	➖ noise
21	datafusion:vortex-compact	-4.0%	-3.6%	-0.4%	+19.1%	➖ noise
21	datafusion:vortex-file-compressed	-7.1%	-3.6%	-3.7%	+19.1%	➖ noise
21	duckdb:duckdb	-3.0%	-3.6%	+0.6%	+19.1%	➖ noise
21	duckdb:vortex-compact	-1.2%	-3.6%	+2.5%	+19.1%	➖ noise
21	duckdb:vortex-file-compressed	-3.3%	-3.6%	+0.3%	+19.1%	➖ noise
22	datafusion:arrow	-0.5%	-3.4%	+3.1%	+19.1%	➖ noise
22	datafusion:vortex-compact	-7.9%	-3.4%	-4.6%	+19.1%	➖ noise
22	datafusion:vortex-file-compressed	-3.4%	-3.4%	-0.0%	+19.1%	➖ noise
22	duckdb:duckdb	-2.2%	-3.4%	+1.3%	+19.1%	➖ noise
22	duckdb:vortex-compact	-3.8%	-3.4%	-0.3%	+19.1%	➖ noise
22	duckdb:vortex-file-compressed	-4.2%	-3.4%	-0.8%	+19.1%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Summary

• Overall: 1.054x ➖
• Vortex: 1.065x ➖
• Parquet: 1.033x ➖

Verdict

No clear signal

• Attributed Vortex impact: +3.1%
• Confidence: environment too noisy
• Environment shift: +3.3%

Statistical Summary

• Systemic shift (parquet controls): +3.3%
• Control sigma: +12.0%
• Residual noise: +6.6%
• Median polish overall: +4.8%

datafusion / vortex-file-compressed (1.137x ➖, 0↑ 5↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	208366647	184744509	1.13
tpch_q02/datafusion:vortex-file-compressed	453401149	448953869	1.01
tpch_q03/datafusion:vortex-file-compressed	401414666	398114831	1.01
tpch_q04/datafusion:vortex-file-compressed	273363319	243027978	1.12
tpch_q05/datafusion:vortex-file-compressed	467069355	476804532	0.98
tpch_q06/datafusion:vortex-file-compressed	338184864	299058898	1.13
tpch_q07/datafusion:vortex-file-compressed	411158055	524585666	0.78
tpch_q08/datafusion:vortex-file-compressed 🚨	852865534	622374825	1.37
tpch_q09/datafusion:vortex-file-compressed	510819385	513083294	1.00
tpch_q10/datafusion:vortex-file-compressed 🚨	813069510	481531203	1.69
tpch_q11/datafusion:vortex-file-compressed	447853753	392100879	1.14
tpch_q12/datafusion:vortex-file-compressed	528529007	460723129	1.15
tpch_q13/datafusion:vortex-file-compressed	218984809	219639831	1.00
tpch_q14/datafusion:vortex-file-compressed 🚨	354446327	187648268	1.89
tpch_q15/datafusion:vortex-file-compressed 🚨	461661205	291161184	1.59
tpch_q16/datafusion:vortex-file-compressed	215398891	195326057	1.10
tpch_q17/datafusion:vortex-file-compressed	341957336	286440444	1.19
tpch_q18/datafusion:vortex-file-compressed	374837737	334066238	1.12
tpch_q19/datafusion:vortex-file-compressed 🚨	520783587	375368658	1.39
tpch_q20/datafusion:vortex-file-compressed	399154765	424971134	0.94
tpch_q21/datafusion:vortex-file-compressed	515881048	541403750	0.95
tpch_q22/datafusion:vortex-file-compressed	172465313	189884305	0.91

datafusion / vortex-compact (1.096x ➖, 0↑ 2↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	294159942	306341407	0.96
tpch_q02/datafusion:vortex-compact 🚨	696271960	471503841	1.48
tpch_q03/datafusion:vortex-compact	439630301	343599838	1.28
tpch_q04/datafusion:vortex-compact	301757189	247530748	1.22
tpch_q05/datafusion:vortex-compact	418698263	378755163	1.11
tpch_q06/datafusion:vortex-compact	415577944	335304857	1.24
tpch_q07/datafusion:vortex-compact	416140931	472728944	0.88
tpch_q08/datafusion:vortex-compact	562573706	464510705	1.21
tpch_q09/datafusion:vortex-compact	397286496	527334346	0.75
tpch_q10/datafusion:vortex-compact	451339692	436474231	1.03
tpch_q11/datafusion:vortex-compact	276397753	255070396	1.08
tpch_q12/datafusion:vortex-compact	472902486	374497206	1.26
tpch_q13/datafusion:vortex-compact	204843718	208119195	0.98
tpch_q14/datafusion:vortex-compact	266429971	245454606	1.09
tpch_q15/datafusion:vortex-compact	455018478	441818322	1.03
tpch_q16/datafusion:vortex-compact	174236896	173737001	1.00
tpch_q17/datafusion:vortex-compact	355036587	328232894	1.08
tpch_q18/datafusion:vortex-compact	342293364	323315647	1.06
tpch_q19/datafusion:vortex-compact	478041904	432515198	1.11
tpch_q20/datafusion:vortex-compact	499544218	455827318	1.10
tpch_q21/datafusion:vortex-compact	575843779	563705484	1.02
tpch_q22/datafusion:vortex-compact 🚨	197951512	140584977	1.41

datafusion / parquet (1.062x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	241763414	242964387	1.00
tpch_q02/datafusion:parquet	471203026	562283222	0.84
tpch_q03/datafusion:parquet	374155753	308918558	1.21
tpch_q04/datafusion:parquet	147882419	144787507	1.02
tpch_q05/datafusion:parquet	652347971	572787605	1.14
tpch_q06/datafusion:parquet 🚨	201620249	133084368	1.51
tpch_q07/datafusion:parquet	639799580	576821489	1.11
tpch_q08/datafusion:parquet	817925299	705337901	1.16
tpch_q09/datafusion:parquet	560214365	564810233	0.99
tpch_q10/datafusion:parquet	618621781	688192175	0.90
tpch_q11/datafusion:parquet	433337846	352939459	1.23
tpch_q12/datafusion:parquet	322603247	392613840	0.82
tpch_q13/datafusion:parquet	452617612	518049134	0.87
tpch_q14/datafusion:parquet	214768417	204847770	1.05
tpch_q15/datafusion:parquet	327839249	302092322	1.09
tpch_q16/datafusion:parquet	183720329	176784028	1.04
tpch_q17/datafusion:parquet	397816407	413488726	0.96
tpch_q18/datafusion:parquet	489490618	544688758	0.90
tpch_q19/datafusion:parquet	377874408	315514781	1.20
tpch_q20/datafusion:parquet	412839951	360197264	1.15
tpch_q21/datafusion:parquet	609348341	528761363	1.15
tpch_q22/datafusion:parquet	155715391	120094213	1.30

duckdb / vortex-file-compressed (1.025x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	250717539	306639124	0.82
tpch_q02/duckdb:vortex-file-compressed	883276594	867884652	1.02
tpch_q03/duckdb:vortex-file-compressed	507899634	542787281	0.94
tpch_q04/duckdb:vortex-file-compressed 🚨	421750722	316150869	1.33
tpch_q05/duckdb:vortex-file-compressed	807197986	811957827	0.99
tpch_q06/duckdb:vortex-file-compressed	397296547	361917973	1.10
tpch_q07/duckdb:vortex-file-compressed	626863828	651045634	0.96
tpch_q08/duckdb:vortex-file-compressed	880232325	824598109	1.07
tpch_q09/duckdb:vortex-file-compressed	970590952	856081565	1.13
tpch_q10/duckdb:vortex-file-compressed	677018187	694745248	0.97
tpch_q11/duckdb:vortex-file-compressed	502527570	482889928	1.04
tpch_q12/duckdb:vortex-file-compressed	431455025	504632088	0.85
tpch_q13/duckdb:vortex-file-compressed	469411906	481709586	0.97
tpch_q14/duckdb:vortex-file-compressed	480938504	422509383	1.14
tpch_q15/duckdb:vortex-file-compressed	286813796	234975457	1.22
tpch_q16/duckdb:vortex-file-compressed	346013926	332300444	1.04
tpch_q17/duckdb:vortex-file-compressed	605248421	628133813	0.96
tpch_q18/duckdb:vortex-file-compressed	551676676	509897104	1.08
tpch_q19/duckdb:vortex-file-compressed	474934479	456222761	1.04
tpch_q20/duckdb:vortex-file-compressed	643585814	811033185	0.79
tpch_q21/duckdb:vortex-file-compressed	1152159312	1054367273	1.09
tpch_q22/duckdb:vortex-file-compressed	352670975	311991846	1.13

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

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	279244850	279651777	1.00
tpch_q02/duckdb:vortex-compact	845731216	806547012	1.05
tpch_q03/duckdb:vortex-compact	498720042	511543049	0.97
tpch_q04/duckdb:vortex-compact	331016477	329905723	1.00
tpch_q05/duckdb:vortex-compact	798750833	771519088	1.04
tpch_q06/duckdb:vortex-compact	365347236	415009908	0.88
tpch_q07/duckdb:vortex-compact	653937328	622986826	1.05
tpch_q08/duckdb:vortex-compact	769793801	868282640	0.89
tpch_q09/duckdb:vortex-compact	886757398	911442397	0.97
tpch_q10/duckdb:vortex-compact	662727922	698153387	0.95
tpch_q11/duckdb:vortex-compact	519727199	498615006	1.04
tpch_q12/duckdb:vortex-compact	405787688	402555382	1.01
tpch_q13/duckdb:vortex-compact	429565693	445705362	0.96
tpch_q14/duckdb:vortex-compact	446735882	450266571	0.99
tpch_q15/duckdb:vortex-compact	299333057	310530561	0.96
tpch_q16/duckdb:vortex-compact	369621899	370384787	1.00
tpch_q17/duckdb:vortex-compact	679011959	621920800	1.09
tpch_q18/duckdb:vortex-compact	553390295	505444158	1.09
tpch_q19/duckdb:vortex-compact	460362877	444112152	1.04
tpch_q20/duckdb:vortex-compact	738117826	719855442	1.03
tpch_q21/duckdb:vortex-compact	1051110834	952860941	1.10
tpch_q22/duckdb:vortex-compact	339154792	329983867	1.03

duckdb / parquet (1.004x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	464776077	475144209	0.98
tpch_q02/duckdb:parquet	1230967639	1272047627	0.97
tpch_q03/duckdb:parquet	972192099	956953386	1.02
tpch_q04/duckdb:parquet	638469129	635005902	1.01
tpch_q05/duckdb:parquet	1450773926	1413523306	1.03
tpch_q06/duckdb:parquet	441179882	366954833	1.20
tpch_q07/duckdb:parquet	1188861323	1192553611	1.00
tpch_q08/duckdb:parquet	1526166881	1561371353	0.98
tpch_q09/duckdb:parquet	1262864523	1362778028	0.93
tpch_q10/duckdb:parquet	1164319779	1243601770	0.94
tpch_q11/duckdb:parquet	796278493	789232986	1.01
tpch_q12/duckdb:parquet	588728431	563465563	1.04
tpch_q13/duckdb:parquet	846080532	891509786	0.95
tpch_q14/duckdb:parquet 🚨	1007417803	643158222	1.57
tpch_q15/duckdb:parquet	441298889	454823294	0.97
tpch_q16/duckdb:parquet	454067142	548759799	0.83
tpch_q17/duckdb:parquet	857045990	732255872	1.17
tpch_q18/duckdb:parquet	800537584	1031102307	0.78
tpch_q19/duckdb:parquet	804010298	777484779	1.03
tpch_q20/duckdb:parquet	947211111	981262313	0.97
tpch_q21/duckdb:parquet	1070238485	1085258146	0.99
tpch_q22/duckdb:parquet	502586492	523490223	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-4.0%	-1.3%	-2.7%	+187.0%	➖ noise
1	datafusion:vortex-file-compressed	+12.8%	-1.3%	+14.3%	+151.6%	➖ noise
1	duckdb:vortex-compact	-0.1%	-1.3%	+1.2%	+35.0%	➖ noise
1	duckdb:vortex-file-compressed	-18.2%	-1.3%	-17.1%	+55.1%	➖ noise
2	datafusion:vortex-compact	+47.7%	-9.9%	+64.0%	+64.5%	➖ noise
2	datafusion:vortex-file-compressed	+1.0%	-9.9%	+12.1%	+44.2%	➖ noise
2	duckdb:vortex-compact	+4.9%	-9.9%	+16.4%	+34.0%	➖ noise
2	duckdb:vortex-file-compressed	+1.8%	-9.9%	+13.0%	+34.0%	➖ noise
3	datafusion:vortex-compact	+27.9%	+10.9%	+15.3%	+123.6%	➖ noise
3	datafusion:vortex-file-compressed	+0.8%	+10.9%	-9.1%	+82.8%	➖ noise
3	duckdb:vortex-compact	-2.5%	+10.9%	-12.1%	+43.2%	➖ noise
3	duckdb:vortex-file-compressed	-6.4%	+10.9%	-15.6%	+94.0%	➖ noise
4	datafusion:vortex-compact	+21.9%	+1.3%	+20.3%	+56.4%	➖ noise
4	datafusion:vortex-file-compressed	+12.5%	+1.3%	+11.0%	+34.0%	➖ noise
4	duckdb:vortex-compact	+0.3%	+1.3%	-1.0%	+34.0%	➖ noise
4	duckdb:vortex-file-compressed	+33.4%	+1.3%	+31.6%	+41.7%	➖ noise
5	datafusion:vortex-compact	+10.5%	+8.1%	+2.2%	+34.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.0%	+8.1%	-9.4%	+39.3%	➖ noise
5	duckdb:vortex-compact	+3.5%	+8.1%	-4.2%	+34.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.6%	+8.1%	-8.0%	+34.0%	➖ noise
6	datafusion:vortex-compact	+23.9%	+35.0%	-8.2%	+44.0%	➖ noise
6	datafusion:vortex-file-compressed	+13.1%	+35.0%	-16.2%	+41.4%	➖ noise
6	duckdb:vortex-compact	-12.0%	+35.0%	-34.8%	+34.0%	✅ faster
6	duckdb:vortex-file-compressed	+9.8%	+35.0%	-18.7%	+34.0%	➖ noise
7	datafusion:vortex-compact	-12.0%	+5.2%	-16.3%	+34.0%	➖ noise
7	datafusion:vortex-file-compressed	-21.6%	+5.2%	-25.5%	+34.0%	✅ faster
7	duckdb:vortex-compact	+5.0%	+5.2%	-0.2%	+34.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.7%	+5.2%	-8.4%	+34.0%	➖ noise
8	datafusion:vortex-compact	+21.1%	+6.5%	+13.8%	+34.0%	➖ noise
8	datafusion:vortex-file-compressed	+37.0%	+6.5%	+28.7%	+39.7%	➖ noise
8	duckdb:vortex-compact	-11.3%	+6.5%	-16.7%	+34.0%	➖ noise
8	duckdb:vortex-file-compressed	+6.7%	+6.5%	+0.3%	+34.0%	➖ noise
9	datafusion:vortex-compact	-24.7%	-4.1%	-21.4%	+50.4%	➖ noise
9	datafusion:vortex-file-compressed	-0.4%	-4.1%	+3.8%	+34.0%	➖ noise
9	duckdb:vortex-compact	-2.7%	-4.1%	+1.5%	+34.0%	➖ noise
9	duckdb:vortex-file-compressed	+13.4%	-4.1%	+18.3%	+34.0%	➖ noise
10	datafusion:vortex-compact	+3.4%	-8.3%	+12.7%	+34.0%	➖ noise
10	datafusion:vortex-file-compressed	+68.9%	-8.3%	+84.1%	+45.0%	🚨 regression
10	duckdb:vortex-compact	-5.1%	-8.3%	+3.5%	+34.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.6%	-8.3%	+6.2%	+34.0%	➖ noise
11	datafusion:vortex-compact	+8.4%	+11.3%	-2.6%	+42.1%	➖ noise
11	datafusion:vortex-file-compressed	+14.2%	+11.3%	+2.6%	+48.3%	➖ noise
11	duckdb:vortex-compact	+4.2%	+11.3%	-6.3%	+34.0%	➖ noise
11	duckdb:vortex-file-compressed	+4.1%	+11.3%	-6.5%	+34.0%	➖ noise
12	datafusion:vortex-compact	+26.3%	-7.3%	+36.3%	+36.1%	🚨 regression
12	datafusion:vortex-file-compressed	+14.7%	-7.3%	+23.8%	+37.2%	➖ noise
12	duckdb:vortex-compact	+0.8%	-7.3%	+8.8%	+34.9%	➖ noise
12	duckdb:vortex-file-compressed	-14.5%	-7.3%	-7.7%	+34.0%	➖ noise
13	datafusion:vortex-compact	-1.6%	-8.9%	+8.1%	+59.5%	➖ noise
13	datafusion:vortex-file-compressed	-0.3%	-8.9%	+9.5%	+52.1%	➖ noise
13	duckdb:vortex-compact	-3.6%	-8.9%	+5.8%	+34.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.6%	-8.9%	+7.0%	+34.0%	➖ noise
14	datafusion:vortex-compact	+8.5%	+28.1%	-15.3%	+34.0%	➖ noise
14	datafusion:vortex-file-compressed	+88.9%	+28.1%	+47.4%	+34.0%	🚨 regression
14	duckdb:vortex-compact	-0.8%	+28.1%	-22.6%	+39.5%	➖ noise
14	duckdb:vortex-file-compressed	+13.8%	+28.1%	-11.2%	+34.0%	➖ noise
15	datafusion:vortex-compact	+3.0%	+2.6%	+0.4%	+34.0%	➖ noise
15	datafusion:vortex-file-compressed	+58.6%	+2.6%	+54.5%	+53.8%	🚨 regression
15	duckdb:vortex-compact	-3.6%	+2.6%	-6.1%	+34.0%	➖ noise
15	duckdb:vortex-file-compressed	+22.1%	+2.6%	+19.0%	+34.0%	➖ noise
16	datafusion:vortex-compact	+0.3%	-7.3%	+8.1%	+34.0%	➖ noise
16	datafusion:vortex-file-compressed	+10.3%	-7.3%	+18.9%	+34.0%	➖ noise
16	duckdb:vortex-compact	-0.2%	-7.3%	+7.6%	+34.0%	➖ noise
16	duckdb:vortex-file-compressed	+4.1%	-7.3%	+12.3%	+34.0%	➖ noise
17	datafusion:vortex-compact	+8.2%	+6.1%	+1.9%	+34.0%	➖ noise
17	datafusion:vortex-file-compressed	+19.4%	+6.1%	+12.5%	+39.3%	➖ noise
17	duckdb:vortex-compact	+9.2%	+6.1%	+2.9%	+34.0%	➖ noise
17	duckdb:vortex-file-compressed	-3.6%	+6.1%	-9.2%	+34.0%	➖ noise
18	datafusion:vortex-compact	+5.9%	-16.5%	+26.7%	+34.0%	➖ noise
18	datafusion:vortex-file-compressed	+12.2%	-16.5%	+34.3%	+34.0%	🚨 regression
18	duckdb:vortex-compact	+9.5%	-16.5%	+31.1%	+34.0%	➖ noise
18	duckdb:vortex-file-compressed	+8.2%	-16.5%	+29.5%	+34.0%	➖ noise
19	datafusion:vortex-compact	+10.5%	+11.3%	-0.7%	+34.0%	➖ noise
19	datafusion:vortex-file-compressed	+38.7%	+11.3%	+24.7%	+34.0%	➖ noise
19	duckdb:vortex-compact	+3.7%	+11.3%	-6.9%	+34.0%	➖ noise
19	duckdb:vortex-file-compressed	+4.1%	+11.3%	-6.5%	+34.0%	➖ noise
20	datafusion:vortex-compact	+9.6%	+5.2%	+4.2%	+34.0%	➖ noise
20	datafusion:vortex-file-compressed	-6.1%	+5.2%	-10.7%	+34.0%	➖ noise
20	duckdb:vortex-compact	+2.5%	+5.2%	-2.5%	+34.0%	➖ noise
20	duckdb:vortex-file-compressed	-20.6%	+5.2%	-24.6%	+34.0%	➖ noise
21	datafusion:vortex-compact	+2.2%	+6.6%	-4.2%	+34.0%	➖ noise
21	datafusion:vortex-file-compressed	-4.7%	+6.6%	-10.6%	+34.0%	➖ noise
21	duckdb:vortex-compact	+10.3%	+6.6%	+3.5%	+34.0%	➖ noise
21	duckdb:vortex-file-compressed	+9.3%	+6.6%	+2.5%	+34.0%	➖ noise
22	datafusion:vortex-compact	+40.8%	+11.6%	+26.2%	+34.0%	➖ noise
22	datafusion:vortex-file-compressed	-9.2%	+11.6%	-18.6%	+34.0%	➖ noise
22	duckdb:vortex-compact	+2.8%	+11.6%	-7.9%	+34.0%	➖ noise
22	duckdb:vortex-file-compressed	+13.0%	+11.6%	+1.3%	+34.0%	➖ noise

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Summary

• Overall: 0.992x ➖
• Vortex: 0.991x ➖
• Parquet: 0.994x ➖

Verdict

No clear signal

• Attributed Vortex impact: -0.3%
• Confidence: low
• Environment shift: -0.6%

Statistical Summary

• Systemic shift (parquet controls): -0.6%
• Control sigma: +2.5%
• Residual noise: +2.3%
• Median polish overall: -0.7%

datafusion / vortex-file-compressed (0.991x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	27432519	27980343	0.98
tpcds_q02/datafusion:vortex-file-compressed	74805331	76724574	0.97
tpcds_q03/datafusion:vortex-file-compressed	25905638	26938901	0.96
tpcds_q04/datafusion:vortex-file-compressed	374890363	381820608	0.98
tpcds_q05/datafusion:vortex-file-compressed	68990217	72159060	0.96
tpcds_q06/datafusion:vortex-file-compressed	74381388	73559553	1.01
tpcds_q07/datafusion:vortex-file-compressed	76406935	77452337	0.99
tpcds_q08/datafusion:vortex-file-compressed	39348463	39966287	0.98
tpcds_q09/datafusion:vortex-file-compressed	45711122	47255267	0.97
tpcds_q10/datafusion:vortex-file-compressed	47193735	50537297	0.93
tpcds_q11/datafusion:vortex-file-compressed	223874180	225315239	0.99
tpcds_q12/datafusion:vortex-file-compressed	35575263	35139600	1.01
tpcds_q13/datafusion:vortex-file-compressed	78059650	77326292	1.01
tpcds_q14/datafusion:vortex-file-compressed	208425651	207728932	1.00
tpcds_q15/datafusion:vortex-file-compressed	49219585	49828465	0.99
tpcds_q16/datafusion:vortex-file-compressed	28197942	28604312	0.99
tpcds_q17/datafusion:vortex-file-compressed	108437331	108447096	1.00
tpcds_q18/datafusion:vortex-file-compressed	95690953	101042525	0.95
tpcds_q19/datafusion:vortex-file-compressed	47289783	45100538	1.05
tpcds_q20/datafusion:vortex-file-compressed	40489573	38932115	1.04
tpcds_q21/datafusion:vortex-file-compressed	178518889	179588584	0.99
tpcds_q22/datafusion:vortex-file-compressed	69189864	69163969	1.00
tpcds_q23/datafusion:vortex-file-compressed	182248550	184855671	0.99
tpcds_q24/datafusion:vortex-file-compressed	174566188	177505601	0.98
tpcds_q25/datafusion:vortex-file-compressed	109668146	109713094	1.00
tpcds_q26/datafusion:vortex-file-compressed	59878855	58291285	1.03
tpcds_q27/datafusion:vortex-file-compressed	164822155	169213127	0.97
tpcds_q28/datafusion:vortex-file-compressed	48758152	49689471	0.98
tpcds_q29/datafusion:vortex-file-compressed	107813659	108729698	0.99
tpcds_q30/datafusion:vortex-file-compressed	28437148	29043551	0.98
tpcds_q31/datafusion:vortex-file-compressed	172134471	170382499	1.01
tpcds_q32/datafusion:vortex-file-compressed	23122205	23429272	0.99
tpcds_q33/datafusion:vortex-file-compressed	35647656	36003002	0.99
tpcds_q34/datafusion:vortex-file-compressed	36610532	36521457	1.00
tpcds_q35/datafusion:vortex-file-compressed	58658356	60774247	0.97
tpcds_q36/datafusion:vortex-file-compressed	105165537	103456088	1.02
tpcds_q37/datafusion:vortex-file-compressed	36295255	37108725	0.98
tpcds_q38/datafusion:vortex-file-compressed	84286591	87393338	0.96
tpcds_q39/datafusion:vortex-file-compressed	205575761	204564011	1.00
tpcds_q40/datafusion:vortex-file-compressed	54027778	56647262	0.95
tpcds_q41/datafusion:vortex-file-compressed	13927338	13786899	1.01
tpcds_q42/datafusion:vortex-file-compressed	29507641	29101111	1.01
tpcds_q43/datafusion:vortex-file-compressed	48420815	45862500	1.06
tpcds_q44/datafusion:vortex-file-compressed	41123451	40464301	1.02
tpcds_q45/datafusion:vortex-file-compressed	48676441	49515105	0.98
tpcds_q46/datafusion:vortex-file-compressed	62659845	63951511	0.98
tpcds_q47/datafusion:vortex-file-compressed	275103597	268456201	1.02
tpcds_q48/datafusion:vortex-file-compressed	65655405	66432400	0.99
tpcds_q49/datafusion:vortex-file-compressed	67540819	69719270	0.97
tpcds_q50/datafusion:vortex-file-compressed	71064547	73463852	0.97
tpcds_q51/datafusion:vortex-file-compressed	98524662	92229503	1.07
tpcds_q52/datafusion:vortex-file-compressed	30446170	28806471	1.06
tpcds_q53/datafusion:vortex-file-compressed	28601052	28494016	1.00
tpcds_q54/datafusion:vortex-file-compressed	46761988	46768777	1.00
tpcds_q55/datafusion:vortex-file-compressed	30858312	29604594	1.04
tpcds_q56/datafusion:vortex-file-compressed	45186911	45815287	0.99
tpcds_q57/datafusion:vortex-file-compressed	176040985	181765340	0.97
tpcds_q58/datafusion:vortex-file-compressed	109680859	106784472	1.03
tpcds_q59/datafusion:vortex-file-compressed	89146817	90946106	0.98
tpcds_q60/datafusion:vortex-file-compressed	45592357	45331328	1.01
tpcds_q61/datafusion:vortex-file-compressed	56494665	56307535	1.00
tpcds_q62/datafusion:vortex-file-compressed	42045614	45358289	0.93
tpcds_q63/datafusion:vortex-file-compressed	28862628	28041965	1.03
tpcds_q64/datafusion:vortex-file-compressed	688468515	693397067	0.99
tpcds_q65/datafusion:vortex-file-compressed	50487632	50593696	1.00
tpcds_q66/datafusion:vortex-file-compressed	105169874	103282860	1.02
tpcds_q67/datafusion:vortex-file-compressed	143883658	148015362	0.97
tpcds_q68/datafusion:vortex-file-compressed	64952062	66514946	0.98
tpcds_q69/datafusion:vortex-file-compressed	46100852	46123573	1.00
tpcds_q70/datafusion:vortex-file-compressed	123483834	126294250	0.98
tpcds_q71/datafusion:vortex-file-compressed	29328057	29164058	1.01
tpcds_q72/datafusion:vortex-file-compressed	3289647582	3327202430	0.99
tpcds_q73/datafusion:vortex-file-compressed	36964888	38734965	0.95
tpcds_q74/datafusion:vortex-file-compressed	164046935	161159922	1.02
tpcds_q75/datafusion:vortex-file-compressed	130304214	132719610	0.98
tpcds_q76/datafusion:vortex-file-compressed	62791232	66886529	0.94
tpcds_q77/datafusion:vortex-file-compressed	53329661	53423500	1.00
tpcds_q78/datafusion:vortex-file-compressed	178073583	174718635	1.02
tpcds_q79/datafusion:vortex-file-compressed	40901572	41465480	0.99
tpcds_q80/datafusion:vortex-file-compressed	115077208	114075676	1.01
tpcds_q81/datafusion:vortex-file-compressed	36205948	35447633	1.02
tpcds_q82/datafusion:vortex-file-compressed	39160031	38881809	1.01
tpcds_q83/datafusion:vortex-file-compressed	64150641	66239347	0.97
tpcds_q84/datafusion:vortex-file-compressed	15256024	16326385	0.93
tpcds_q85/datafusion:vortex-file-compressed	130172518	134592646	0.97
tpcds_q86/datafusion:vortex-file-compressed	30196771	31338367	0.96
tpcds_q87/datafusion:vortex-file-compressed	87348795	86383754	1.01
tpcds_q88/datafusion:vortex-file-compressed	79914585	80566613	0.99
tpcds_q89/datafusion:vortex-file-compressed	56528350	56281956	1.00
tpcds_q90/datafusion:vortex-file-compressed	16099182	16196860	0.99
tpcds_q91/datafusion:vortex-file-compressed	24795404	27014730	0.92
tpcds_q92/datafusion:vortex-file-compressed	18989393	19904283	0.95
tpcds_q93/datafusion:vortex-file-compressed	35585729	36270864	0.98
tpcds_q94/datafusion:vortex-file-compressed	25902235	26607826	0.97
tpcds_q95/datafusion:vortex-file-compressed	87650777	90547304	0.97
tpcds_q96/datafusion:vortex-file-compressed	15583362	14620270	1.07
tpcds_q97/datafusion:vortex-file-compressed	30655812	31739000	0.97
tpcds_q98/datafusion:vortex-file-compressed	48005347	49093833	0.98
tpcds_q99/datafusion:vortex-file-compressed	57987771	59608114	0.97

datafusion / vortex-compact (0.995x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	36060208	33742533	1.07
tpcds_q02/datafusion:vortex-compact	81926878	82199693	1.00
tpcds_q03/datafusion:vortex-compact	33731578	32467044	1.04
tpcds_q04/datafusion:vortex-compact	428082579	431094836	0.99
tpcds_q05/datafusion:vortex-compact	81163111	83236162	0.98
tpcds_q06/datafusion:vortex-compact	82696700	81432073	1.02
tpcds_q07/datafusion:vortex-compact	90413330	94602776	0.96
tpcds_q08/datafusion:vortex-compact	48326904	49702082	0.97
tpcds_q09/datafusion:vortex-compact	99143208	99217082	1.00
tpcds_q10/datafusion:vortex-compact	66244965	65014966	1.02
tpcds_q11/datafusion:vortex-compact	252095311	256181859	0.98
tpcds_q12/datafusion:vortex-compact	37508021	38040764	0.99
tpcds_q13/datafusion:vortex-compact	150204293	139290734	1.08
tpcds_q14/datafusion:vortex-compact	266068036	266530478	1.00
tpcds_q15/datafusion:vortex-compact	52797919	53942888	0.98
tpcds_q16/datafusion:vortex-compact	39692119	39951706	0.99
tpcds_q17/datafusion:vortex-compact	126049118	127798407	0.99
tpcds_q18/datafusion:vortex-compact	112803139	116485854	0.97
tpcds_q19/datafusion:vortex-compact	61566647	60415678	1.02
tpcds_q20/datafusion:vortex-compact	44303169	44863288	0.99
tpcds_q21/datafusion:vortex-compact	173335970	178664672	0.97
tpcds_q22/datafusion:vortex-compact	75402856	76306223	0.99
tpcds_q23/datafusion:vortex-compact	222460347	224919510	0.99
tpcds_q24/datafusion:vortex-compact	199451714	210364070	0.95
tpcds_q25/datafusion:vortex-compact	128207883	125652958	1.02
tpcds_q26/datafusion:vortex-compact	68089165	66534891	1.02
tpcds_q27/datafusion:vortex-compact	203134598	206766856	0.98
tpcds_q28/datafusion:vortex-compact	101701449	101916054	1.00
tpcds_q29/datafusion:vortex-compact	123829560	125668755	0.99
tpcds_q30/datafusion:vortex-compact	33974771	34838415	0.98
tpcds_q31/datafusion:vortex-compact	209750480	207644992	1.01
tpcds_q32/datafusion:vortex-compact	29219182	29500715	0.99
tpcds_q33/datafusion:vortex-compact	50256290	51634177	0.97
tpcds_q34/datafusion:vortex-compact	55525070	56543973	0.98
tpcds_q35/datafusion:vortex-compact	73412365	74715547	0.98
tpcds_q36/datafusion:vortex-compact	128838232	129514800	0.99
tpcds_q37/datafusion:vortex-compact	47550924	47728308	1.00
tpcds_q38/datafusion:vortex-compact	99190952	101658624	0.98
tpcds_q39/datafusion:vortex-compact	202672267	194902823	1.04
tpcds_q40/datafusion:vortex-compact	60350758	61084756	0.99
tpcds_q41/datafusion:vortex-compact	14605363	15368428	0.95
tpcds_q42/datafusion:vortex-compact	35345255	33389827	1.06
tpcds_q43/datafusion:vortex-compact	54372532	53095830	1.02
tpcds_q44/datafusion:vortex-compact	70975390	70674885	1.00
tpcds_q45/datafusion:vortex-compact	51201010	50837768	1.01
tpcds_q46/datafusion:vortex-compact	88788095	90561927	0.98
tpcds_q47/datafusion:vortex-compact	293364413	293653433	1.00
tpcds_q48/datafusion:vortex-compact	109188400	110049838	0.99
tpcds_q49/datafusion:vortex-compact	94625323	100039841	0.95
tpcds_q50/datafusion:vortex-compact	93871697	91334831	1.03
tpcds_q51/datafusion:vortex-compact	101566136	101646705	1.00
tpcds_q52/datafusion:vortex-compact	37108220	35427599	1.05
tpcds_q53/datafusion:vortex-compact	37222514	38721171	0.96
tpcds_q54/datafusion:vortex-compact	63770290	62868343	1.01
tpcds_q55/datafusion:vortex-compact	35850091	35886259	1.00
tpcds_q56/datafusion:vortex-compact	58648870	57341388	1.02
tpcds_q57/datafusion:vortex-compact	195225180	191181740	1.02
tpcds_q58/datafusion:vortex-compact	115789259	117483541	0.99
tpcds_q59/datafusion:vortex-compact	105072110	109336788	0.96
tpcds_q60/datafusion:vortex-compact	59627189	59035113	1.01
tpcds_q61/datafusion:vortex-compact	80382707	80968586	0.99
tpcds_q62/datafusion:vortex-compact	44818175	44832930	1.00
tpcds_q63/datafusion:vortex-compact	37859221	41236337	0.92
tpcds_q64/datafusion:vortex-compact	785026965	805707149	0.97
tpcds_q65/datafusion:vortex-compact	72561798	71077790	1.02
tpcds_q66/datafusion:vortex-compact	115943790	107756998	1.08
tpcds_q67/datafusion:vortex-compact	145874239	149507994	0.98
tpcds_q68/datafusion:vortex-compact	91913125	89158101	1.03
tpcds_q69/datafusion:vortex-compact	62446039	62160543	1.00
tpcds_q70/datafusion:vortex-compact	139538694	141477416	0.99
tpcds_q71/datafusion:vortex-compact	44881902	43173085	1.04
tpcds_q72/datafusion:vortex-compact	3341817776	3394029113	0.98
tpcds_q73/datafusion:vortex-compact	56811320	57576422	0.99
tpcds_q74/datafusion:vortex-compact	181119854	183114782	0.99
tpcds_q75/datafusion:vortex-compact	173442160	176087118	0.98
tpcds_q76/datafusion:vortex-compact	77419700	78680792	0.98
tpcds_q77/datafusion:vortex-compact	67400976	68010652	0.99
tpcds_q78/datafusion:vortex-compact	201800534	199771211	1.01
tpcds_q79/datafusion:vortex-compact	65867825	66986498	0.98
tpcds_q80/datafusion:vortex-compact	139915719	139167709	1.01
tpcds_q81/datafusion:vortex-compact	41241930	40695543	1.01
tpcds_q82/datafusion:vortex-compact	51212112	51420578	1.00
tpcds_q83/datafusion:vortex-compact	64313745	66406878	0.97
tpcds_q84/datafusion:vortex-compact	17943001	17586846	1.02
tpcds_q85/datafusion:vortex-compact	156084104	156189140	1.00
tpcds_q86/datafusion:vortex-compact	31300933	32560575	0.96
tpcds_q87/datafusion:vortex-compact	102896527	100307429	1.03
tpcds_q88/datafusion:vortex-compact	129584706	129609595	1.00
tpcds_q89/datafusion:vortex-compact	64760528	66390709	0.98
tpcds_q90/datafusion:vortex-compact	21716973	21808095	1.00
tpcds_q91/datafusion:vortex-compact	40690351	41380957	0.98
tpcds_q92/datafusion:vortex-compact	21480313	21042512	1.02
tpcds_q93/datafusion:vortex-compact	51223798	53541413	0.96
tpcds_q94/datafusion:vortex-compact	32959867	33122642	1.00
tpcds_q95/datafusion:vortex-compact	98020296	96488767	1.02
tpcds_q96/datafusion:vortex-compact	25441426	24955057	1.02
tpcds_q97/datafusion:vortex-compact	44235395	46572482	0.95
tpcds_q98/datafusion:vortex-compact	53455183	58520077	0.91
tpcds_q99/datafusion:vortex-compact	65482023	70524202	0.93

datafusion / parquet (0.990x ➖, 2↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	37399287	39331332	0.95
tpcds_q02/datafusion:parquet	49168055	52425828	0.94
tpcds_q03/datafusion:parquet	16795197	16900053	0.99
tpcds_q04/datafusion:parquet	356503901	369450289	0.96
tpcds_q05/datafusion:parquet	90840680	92486286	0.98
tpcds_q06/datafusion:parquet	95342777	93331148	1.02
tpcds_q07/datafusion:parquet	135673521	131930460	1.03
tpcds_q08/datafusion:parquet	40613054	39539070	1.03
tpcds_q09/datafusion:parquet	53663809	52992303	1.01
tpcds_q10/datafusion:parquet	100126256	100408159	1.00
tpcds_q11/datafusion:parquet	222182011	222636268	1.00
tpcds_q12/datafusion:parquet	29451885	30910201	0.95
tpcds_q13/datafusion:parquet	137955391	138316515	1.00
tpcds_q14/datafusion:parquet	210256315	213669045	0.98
tpcds_q15/datafusion:parquet	57234298	54638646	1.05
tpcds_q16/datafusion:parquet	33017636	33620408	0.98
tpcds_q17/datafusion:parquet	173159538	174183304	0.99
tpcds_q18/datafusion:parquet	175504429	177939933	0.99
tpcds_q19/datafusion:parquet	35287431	37351314	0.94
tpcds_q20/datafusion:parquet 🚀	23336312	26550459	0.88
tpcds_q21/datafusion:parquet	28156656	27765296	1.01
tpcds_q22/datafusion:parquet	159928120	170342437	0.94
tpcds_q23/datafusion:parquet	185699963	191232380	0.97
tpcds_q24/datafusion:parquet	213156294	214894330	0.99
tpcds_q25/datafusion:parquet	175202770	178744231	0.98
tpcds_q26/datafusion:parquet	117882715	114577953	1.03
tpcds_q27/datafusion:parquet	251298378	248421495	1.01
tpcds_q28/datafusion:parquet	51482920	51374956	1.00
tpcds_q29/datafusion:parquet	174632335	177784893	0.98
tpcds_q30/datafusion:parquet	42549963	43108357	0.99
tpcds_q31/datafusion:parquet	105262278	106113641	0.99
tpcds_q32/datafusion:parquet	28553506	28554838	1.00
tpcds_q33/datafusion:parquet	36929168	37620503	0.98
tpcds_q34/datafusion:parquet	36944943	35280376	1.05
tpcds_q35/datafusion:parquet	95303059	94481153	1.01
tpcds_q36/datafusion:parquet	83437450	83432644	1.00
tpcds_q37/datafusion:parquet	26837603	26442612	1.01
tpcds_q38/datafusion:parquet	62746511	63674767	0.99
tpcds_q39/datafusion:parquet	97159566	101580335	0.96
tpcds_q40/datafusion:parquet	34107323	35288140	0.97
tpcds_q41/datafusion:parquet	12622583	12877203	0.98
tpcds_q42/datafusion:parquet	16441333	16113136	1.02
tpcds_q43/datafusion:parquet	25472708	27215863	0.94
tpcds_q44/datafusion:parquet	39824187	40987343	0.97
tpcds_q45/datafusion:parquet	67889007	70815639	0.96
tpcds_q46/datafusion:parquet	51440797	51542777	1.00
tpcds_q47/datafusion:parquet	181949789	185075914	0.98
tpcds_q48/datafusion:parquet	131273939	133008383	0.99
tpcds_q49/datafusion:parquet	73179188	74443627	0.98
tpcds_q50/datafusion:parquet	109626257	107621574	1.02
tpcds_q51/datafusion:parquet	96632875	96720792	1.00
tpcds_q52/datafusion:parquet	14841014	15745509	0.94
tpcds_q53/datafusion:parquet	31069495	30429115	1.02
tpcds_q54/datafusion:parquet	47829208	49079114	0.97
tpcds_q55/datafusion:parquet	15675039	15939322	0.98
tpcds_q56/datafusion:parquet	36830637	36557671	1.01
tpcds_q57/datafusion:parquet	139458826	137657333	1.01
tpcds_q58/datafusion:parquet	75292709	75589648	1.00
tpcds_q59/datafusion:parquet	68390636	66909381	1.02
tpcds_q60/datafusion:parquet	35457678	37844985	0.94
tpcds_q61/datafusion:parquet	66074339	67500835	0.98
tpcds_q62/datafusion:parquet 🚀	39341846	47120563	0.83
tpcds_q63/datafusion:parquet	31139796	32304964	0.96
tpcds_q64/datafusion:parquet	983639124	1001517709	0.98
tpcds_q65/datafusion:parquet	49193548	50751816	0.97
tpcds_q66/datafusion:parquet	86875101	92457416	0.94
tpcds_q67/datafusion:parquet	176577673	177150461	1.00
tpcds_q68/datafusion:parquet	53304573	49121072	1.09
tpcds_q69/datafusion:parquet	91999518	91003247	1.01
tpcds_q70/datafusion:parquet	108281443	107580344	1.01
tpcds_q71/datafusion:parquet	28828239	30074473	0.96
tpcds_q72/datafusion:parquet	848257374	865740022	0.98
tpcds_q73/datafusion:parquet	35058291	37109489	0.94
tpcds_q74/datafusion:parquet	127083131	127392551	1.00
tpcds_q75/datafusion:parquet	134163912	134653252	1.00
tpcds_q76/datafusion:parquet	95546542	93500528	1.02
tpcds_q77/datafusion:parquet	59321535	60036793	0.99
tpcds_q78/datafusion:parquet	178611713	189684070	0.94
tpcds_q79/datafusion:parquet	41238764	41160538	1.00
tpcds_q80/datafusion:parquet	110240932	114257161	0.96
tpcds_q81/datafusion:parquet	42281546	41106942	1.03
tpcds_q82/datafusion:parquet	29099053	28463071	1.02
tpcds_q83/datafusion:parquet	53529513	53215513	1.01
tpcds_q84/datafusion:parquet	49738144	47398386	1.05
tpcds_q85/datafusion:parquet	243931615	244695623	1.00
tpcds_q86/datafusion:parquet	21841491	22306199	0.98
tpcds_q87/datafusion:parquet	63464673	64464035	0.98
tpcds_q88/datafusion:parquet	79457330	77909010	1.02
tpcds_q89/datafusion:parquet	37547125	36977560	1.02
tpcds_q90/datafusion:parquet	18619610	18578487	1.00
tpcds_q91/datafusion:parquet	78183738	78262311	1.00
tpcds_q92/datafusion:parquet	24777835	24068154	1.03
tpcds_q93/datafusion:parquet	39103783	38066397	1.03
tpcds_q94/datafusion:parquet	29239700	27920350	1.05
tpcds_q95/datafusion:parquet	127372692	133532240	0.95
tpcds_q96/datafusion:parquet	14708117	14485124	1.02
tpcds_q97/datafusion:parquet	36906462	34459823	1.07
tpcds_q98/datafusion:parquet	38093816	37386039	1.02
tpcds_q99/datafusion:parquet	44739177	44890107	1.00

duckdb / vortex-file-compressed (0.986x ➖, 2↑ 2↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	25255852	26132356	0.97
tpcds_q02/duckdb:vortex-file-compressed	80679917	82625104	0.98
tpcds_q03/duckdb:vortex-file-compressed	21930671	22848756	0.96
tpcds_q04/duckdb:vortex-file-compressed	104189906	103429523	1.01
tpcds_q05/duckdb:vortex-file-compressed	95583488	99139639	0.96
tpcds_q06/duckdb:vortex-file-compressed	35123395	34449033	1.02
tpcds_q07/duckdb:vortex-file-compressed	23824479	22907333	1.04
tpcds_q08/duckdb:vortex-file-compressed	22878154	22525293	1.02
tpcds_q09/duckdb:vortex-file-compressed	39067920	38479767	1.02
tpcds_q10/duckdb:vortex-file-compressed	35862782	35587370	1.01
tpcds_q11/duckdb:vortex-file-compressed	60935443	60817834	1.00
tpcds_q12/duckdb:vortex-file-compressed	13854311	14519528	0.95
tpcds_q13/duckdb:vortex-file-compressed	32618580	32410445	1.01
tpcds_q14/duckdb:vortex-file-compressed 🚨	199034396	178392146	1.12
tpcds_q15/duckdb:vortex-file-compressed	40352888	40623760	0.99
tpcds_q16/duckdb:vortex-file-compressed	28481026	30564353	0.93
tpcds_q17/duckdb:vortex-file-compressed	37245893	38571912	0.97
tpcds_q18/duckdb:vortex-file-compressed	45330932	45943983	0.99
tpcds_q19/duckdb:vortex-file-compressed	32384444	32722094	0.99
tpcds_q20/duckdb:vortex-file-compressed 🚀	14285433	15878837	0.90
tpcds_q21/duckdb:vortex-file-compressed	19879715	20673786	0.96
tpcds_q22/duckdb:vortex-file-compressed	103100028	105209108	0.98
tpcds_q23/duckdb:vortex-file-compressed	128406764	124531503	1.03
tpcds_q24/duckdb:vortex-file-compressed	53707059	53103375	1.01
tpcds_q25/duckdb:vortex-file-compressed	35772093	37776558	0.95
tpcds_q26/duckdb:vortex-file-compressed	39722056	39886756	1.00
tpcds_q27/duckdb:vortex-file-compressed	84934387	87731902	0.97
tpcds_q28/duckdb:vortex-file-compressed	36850098	37287971	0.99
tpcds_q29/duckdb:vortex-file-compressed	36372623	36611198	0.99
tpcds_q30/duckdb:vortex-file-compressed	28739667	28860561	1.00
tpcds_q31/duckdb:vortex-file-compressed	26563039	25286808	1.05
tpcds_q32/duckdb:vortex-file-compressed	17516484	16755349	1.05
tpcds_q33/duckdb:vortex-file-compressed	65144928	63653892	1.02
tpcds_q34/duckdb:vortex-file-compressed	18234266	18975819	0.96
tpcds_q35/duckdb:vortex-file-compressed	62779430	63372301	0.99
tpcds_q36/duckdb:vortex-file-compressed	27374423	27263558	1.00
tpcds_q37/duckdb:vortex-file-compressed	21275527	23323320	0.91
tpcds_q38/duckdb:vortex-file-compressed	36548511	37842000	0.97
tpcds_q39/duckdb:vortex-file-compressed	46505333	45732170	1.02
tpcds_q40/duckdb:vortex-file-compressed	23153465	23208446	1.00
tpcds_q41/duckdb:vortex-file-compressed	13164472	13283914	0.99
tpcds_q42/duckdb:vortex-file-compressed	11479042	11921271	0.96
tpcds_q43/duckdb:vortex-file-compressed	19426240	21141585	0.92
tpcds_q44/duckdb:vortex-file-compressed	25276099	24116162	1.05
tpcds_q45/duckdb:vortex-file-compressed	26081469	27670052	0.94
tpcds_q46/duckdb:vortex-file-compressed	46593710	47738810	0.98
tpcds_q47/duckdb:vortex-file-compressed	48284096	49303167	0.98
tpcds_q48/duckdb:vortex-file-compressed	30369779	30631401	0.99
tpcds_q49/duckdb:vortex-file-compressed	31224206	31909476	0.98
tpcds_q50/duckdb:vortex-file-compressed	33931211	34097091	1.00
tpcds_q51/duckdb:vortex-file-compressed	99152344	98244042	1.01
tpcds_q52/duckdb:vortex-file-compressed	11706166	12380968	0.95
tpcds_q53/duckdb:vortex-file-compressed	17742585	17283455	1.03
tpcds_q54/duckdb:vortex-file-compressed	48042329	48063119	1.00
tpcds_q55/duckdb:vortex-file-compressed	11731801	12575653	0.93
tpcds_q56/duckdb:vortex-file-compressed	64169538	66067882	0.97
tpcds_q57/duckdb:vortex-file-compressed	44063432	43340936	1.02
tpcds_q58/duckdb:vortex-file-compressed	31928202	33871711	0.94
tpcds_q59/duckdb:vortex-file-compressed	55401145	57283677	0.97
tpcds_q60/duckdb:vortex-file-compressed	69864223	69270345	1.01
tpcds_q61/duckdb:vortex-file-compressed	37389669	38159264	0.98
tpcds_q62/duckdb:vortex-file-compressed	17500383	17873922	0.98
tpcds_q63/duckdb:vortex-file-compressed	17296130	18042317	0.96
tpcds_q64/duckdb:vortex-file-compressed	76546581	78601933	0.97
tpcds_q65/duckdb:vortex-file-compressed	23264249	24547299	0.95
tpcds_q66/duckdb:vortex-file-compressed	56738880	60859496	0.93
tpcds_q67/duckdb:vortex-file-compressed	146156084	143992362	1.02
tpcds_q68/duckdb:vortex-file-compressed	38988051	40008142	0.97
tpcds_q69/duckdb:vortex-file-compressed	38109028	37911126	1.01
tpcds_q70/duckdb:vortex-file-compressed	26171623	25413706	1.03
tpcds_q71/duckdb:vortex-file-compressed	20090900	21146741	0.95
tpcds_q72/duckdb:vortex-file-compressed	171456805	175452838	0.98
tpcds_q73/duckdb:vortex-file-compressed	19257491	19660412	0.98
tpcds_q74/duckdb:vortex-file-compressed	51616546	51486274	1.00
tpcds_q75/duckdb:vortex-file-compressed	56981120	60195498	0.95
tpcds_q76/duckdb:vortex-file-compressed	61941770	64532871	0.96
tpcds_q77/duckdb:vortex-file-compressed 🚨	71884375	64813430	1.11
tpcds_q78/duckdb:vortex-file-compressed	77038755	80160691	0.96
tpcds_q79/duckdb:vortex-file-compressed	33808071	35265484	0.96
tpcds_q80/duckdb:vortex-file-compressed	90839955	91865871	0.99
tpcds_q81/duckdb:vortex-file-compressed	34784440	33003099	1.05
tpcds_q82/duckdb:vortex-file-compressed	22340304	22088664	1.01
tpcds_q83/duckdb:vortex-file-compressed	28038216	27337318	1.03
tpcds_q84/duckdb:vortex-file-compressed	17148434	17319305	0.99
tpcds_q85/duckdb:vortex-file-compressed	44124561	44825955	0.98
tpcds_q86/duckdb:vortex-file-compressed	18228405	19523906	0.93
tpcds_q87/duckdb:vortex-file-compressed	40616335	41148091	0.99
tpcds_q88/duckdb:vortex-file-compressed	42788535	41195774	1.04
tpcds_q89/duckdb:vortex-file-compressed	18283962	17953327	1.02
tpcds_q90/duckdb:vortex-file-compressed	15071038	15587879	0.97
tpcds_q91/duckdb:vortex-file-compressed	27458070	27994791	0.98
tpcds_q92/duckdb:vortex-file-compressed	14290348	14726081	0.97
tpcds_q93/duckdb:vortex-file-compressed	30433296	30377882	1.00
tpcds_q94/duckdb:vortex-file-compressed	21716974	21444164	1.01
tpcds_q95/duckdb:vortex-file-compressed 🚀	136266852	154051974	0.88
tpcds_q96/duckdb:vortex-file-compressed	18626013	17522262	1.06
tpcds_q97/duckdb:vortex-file-compressed	36843076	38213256	0.96
tpcds_q98/duckdb:vortex-file-compressed	17688214	19088567	0.93
tpcds_q99/duckdb:vortex-file-compressed	33387946	34988205	0.95

duckdb / vortex-compact (0.993x ➖, 1↑ 1↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	36461910	36847093	0.99
tpcds_q02/duckdb:vortex-compact	122324616	125904391	0.97
tpcds_q03/duckdb:vortex-compact	48379754	50205306	0.96
tpcds_q04/duckdb:vortex-compact	125133061	122783600	1.02
tpcds_q05/duckdb:vortex-compact	167734280	176066283	0.95
tpcds_q06/duckdb:vortex-compact	40597895	39908551	1.02
tpcds_q07/duckdb:vortex-compact	37802807	38617468	0.98
tpcds_q08/duckdb:vortex-compact	29528412	29653413	1.00
tpcds_q09/duckdb:vortex-compact	111215698	110464912	1.01
tpcds_q10/duckdb:vortex-compact	47944834	48122480	1.00
tpcds_q11/duckdb:vortex-compact	76213767	75825552	1.01
tpcds_q12/duckdb:vortex-compact	18114755	19571240	0.93
tpcds_q13/duckdb:vortex-compact	54531051	53698003	1.02
tpcds_q14/duckdb:vortex-compact	297324770	296389261	1.00
tpcds_q15/duckdb:vortex-compact	45157247	44614432	1.01
tpcds_q16/duckdb:vortex-compact	37055877	37269759	0.99
tpcds_q17/duckdb:vortex-compact	51480010	51963788	0.99
tpcds_q18/duckdb:vortex-compact	66269494	66971793	0.99
tpcds_q19/duckdb:vortex-compact	41180422	41940762	0.98
tpcds_q20/duckdb:vortex-compact	20925203	20450213	1.02
tpcds_q21/duckdb:vortex-compact	27766339	26832300	1.03
tpcds_q22/duckdb:vortex-compact	110678893	112735140	0.98
tpcds_q23/duckdb:vortex-compact	154504318	166104372	0.93
tpcds_q24/duckdb:vortex-compact	77388697	77384038	1.00
tpcds_q25/duckdb:vortex-compact	49821113	53891039	0.92
tpcds_q26/duckdb:vortex-compact	55132103	51085527	1.08
tpcds_q27/duckdb:vortex-compact	140442992	147679799	0.95
tpcds_q28/duckdb:vortex-compact	107313780	107775707	1.00
tpcds_q29/duckdb:vortex-compact	50127184	50810825	0.99
tpcds_q30/duckdb:vortex-compact	34523836	34490366	1.00
tpcds_q31/duckdb:vortex-compact	31522506	31899087	0.99
tpcds_q32/duckdb:vortex-compact	22444700	23999113	0.94
tpcds_q33/duckdb:vortex-compact	148414675	142355225	1.04
tpcds_q34/duckdb:vortex-compact	30067851	30147774	1.00
tpcds_q35/duckdb:vortex-compact	67726371	69233332	0.98
tpcds_q36/duckdb:vortex-compact	34907107	35588373	0.98
tpcds_q37/duckdb:vortex-compact	30612685	29467377	1.04
tpcds_q38/duckdb:vortex-compact	42403990	40531432	1.05
tpcds_q39/duckdb:vortex-compact	52452423	53171933	0.99
tpcds_q40/duckdb:vortex-compact	30114013	31895189	0.94
tpcds_q41/duckdb:vortex-compact	16667447	16631205	1.00
tpcds_q42/duckdb:vortex-compact	14549333	14721545	0.99
tpcds_q43/duckdb:vortex-compact	24043661	24075890	1.00
tpcds_q44/duckdb:vortex-compact	35611265	34789634	1.02
tpcds_q45/duckdb:vortex-compact	33404094	33105128	1.01
tpcds_q46/duckdb:vortex-compact	61898123	61960565	1.00
tpcds_q47/duckdb:vortex-compact	54390508	54759001	0.99
tpcds_q48/duckdb:vortex-compact	45599681	44900790	1.02
tpcds_q49/duckdb:vortex-compact	46891546	48723093	0.96
tpcds_q50/duckdb:vortex-compact	55117830	54097622	1.02
tpcds_q51/duckdb:vortex-compact	104658718	114617048	0.91
tpcds_q52/duckdb:vortex-compact	15487718	15537174	1.00
tpcds_q53/duckdb:vortex-compact	22212165	22806382	0.97
tpcds_q54/duckdb:vortex-compact	85840817	85921589	1.00
tpcds_q55/duckdb:vortex-compact	14888974	14570990	1.02
tpcds_q56/duckdb:vortex-compact	144579985	145735917	0.99
tpcds_q57/duckdb:vortex-compact	47105779	46585557	1.01
tpcds_q58/duckdb:vortex-compact	38478640	41045984	0.94
tpcds_q59/duckdb:vortex-compact	68452670	66098928	1.04
tpcds_q60/duckdb:vortex-compact	142441311	147760219	0.96
tpcds_q61/duckdb:vortex-compact	52708263	54113294	0.97
tpcds_q62/duckdb:vortex-compact 🚨	26658955	21483897	1.24
tpcds_q63/duckdb:vortex-compact	22988615	23194406	0.99
tpcds_q64/duckdb:vortex-compact	103739459	106580854	0.97
tpcds_q65/duckdb:vortex-compact	27640069	28092362	0.98
tpcds_q66/duckdb:vortex-compact	94171131	95610049	0.98
tpcds_q67/duckdb:vortex-compact	150741565	150819314	1.00
tpcds_q68/duckdb:vortex-compact	58055393	57141649	1.02
tpcds_q69/duckdb:vortex-compact	48634111	49435445	0.98
tpcds_q70/duckdb:vortex-compact	29550556	29374339	1.01
tpcds_q71/duckdb:vortex-compact	26739341	25688355	1.04
tpcds_q72/duckdb:vortex-compact	191925945	195322742	0.98
tpcds_q73/duckdb:vortex-compact	28788174	29161321	0.99
tpcds_q74/duckdb:vortex-compact	58192048	58479795	1.00
tpcds_q75/duckdb:vortex-compact	71915840	70320950	1.02
tpcds_q76/duckdb:vortex-compact	135211119	133012034	1.02
tpcds_q77/duckdb:vortex-compact	134081583	136264415	0.98
tpcds_q78/duckdb:vortex-compact	85689291	85773698	1.00
tpcds_q79/duckdb:vortex-compact	61570472	62454354	0.99
tpcds_q80/duckdb:vortex-compact	165717471	168551315	0.98
tpcds_q81/duckdb:vortex-compact	39127575	39487109	0.99
tpcds_q82/duckdb:vortex-compact	31318602	31846226	0.98
tpcds_q83/duckdb:vortex-compact	44765838	45841567	0.98
tpcds_q84/duckdb:vortex-compact	21338423	20448138	1.04
tpcds_q85/duckdb:vortex-compact	58967466	62243700	0.95
tpcds_q86/duckdb:vortex-compact 🚀	19024114	21310508	0.89
tpcds_q87/duckdb:vortex-compact	41527995	44270911	0.94
tpcds_q88/duckdb:vortex-compact	43874642	43324512	1.01
tpcds_q89/duckdb:vortex-compact	24288135	23364110	1.04
tpcds_q90/duckdb:vortex-compact	15981230	16175721	0.99
tpcds_q91/duckdb:vortex-compact	44562315	43953571	1.01
tpcds_q92/duckdb:vortex-compact	19500711	20066805	0.97
tpcds_q93/duckdb:vortex-compact	36302782	36444317	1.00
tpcds_q94/duckdb:vortex-compact	27843497	27042011	1.03
tpcds_q95/duckdb:vortex-compact	151862977	162374591	0.94
tpcds_q96/duckdb:vortex-compact	18151988	17957974	1.01
tpcds_q97/duckdb:vortex-compact	40827367	41373193	0.99
tpcds_q98/duckdb:vortex-compact	22682668	22745582	1.00
tpcds_q99/duckdb:vortex-compact	34704108	37613157	0.92

duckdb / parquet (0.998x ➖, 0↑ 2↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	42492198	45898143	0.93
tpcds_q02/duckdb:parquet	60611245	61585965	0.98
tpcds_q03/duckdb:parquet	12221931	12562982	0.97
tpcds_q04/duckdb:parquet	124839373	138018868	0.90
tpcds_q05/duckdb:parquet	71998031	75646526	0.95
tpcds_q06/duckdb:parquet	29085942	29674120	0.98
tpcds_q07/duckdb:parquet	23391916	23392239	1.00
tpcds_q08/duckdb:parquet	28537356	28385662	1.01
tpcds_q09/duckdb:parquet	39322823	39768767	0.99
tpcds_q10/duckdb:parquet	34015157	34222848	0.99
tpcds_q11/duckdb:parquet	83875346	89157830	0.94
tpcds_q12/duckdb:parquet	14276878	14631514	0.98
tpcds_q13/duckdb:parquet	34078568	33726761	1.01
tpcds_q14/duckdb:parquet	162655467	164125393	0.99
tpcds_q15/duckdb:parquet	29509649	29429027	1.00
tpcds_q16/duckdb:parquet	22406499	21596315	1.04
tpcds_q17/duckdb:parquet	38100984	38363997	0.99
tpcds_q18/duckdb:parquet	46819870	46545828	1.01
tpcds_q19/duckdb:parquet	29201476	28679059	1.02
tpcds_q20/duckdb:parquet	15324824	14877118	1.03
tpcds_q21/duckdb:parquet	12331900	11858261	1.04
tpcds_q22/duckdb:parquet	63745279	66758333	0.95
tpcds_q23/duckdb:parquet	116784352	118271328	0.99
tpcds_q24/duckdb:parquet	44571368	43985604	1.01
tpcds_q25/duckdb:parquet	32519761	33033650	0.98
tpcds_q26/duckdb:parquet	35510089	38448995	0.92
tpcds_q27/duckdb:parquet	87713369	87374761	1.00
tpcds_q28/duckdb:parquet	36531106	37271408	0.98
tpcds_q29/duckdb:parquet	35698177	36133185	0.99
tpcds_q30/duckdb:parquet	40281807	40085756	1.00
tpcds_q31/duckdb:parquet	22338619	23171880	0.96
tpcds_q32/duckdb:parquet	11446178	11298900	1.01
tpcds_q33/duckdb:parquet	71219625	70728468	1.01
tpcds_q34/duckdb:parquet	20658783	20837303	0.99
tpcds_q35/duckdb:parquet	57568775	61064384	0.94
tpcds_q36/duckdb:parquet	20804070	20224669	1.03
tpcds_q37/duckdb:parquet	12617545	13029250	0.97
tpcds_q38/duckdb:parquet	32682778	32855921	0.99
tpcds_q39/duckdb:parquet	32152405	31444238	1.02
tpcds_q40/duckdb:parquet	17336812	18292974	0.95
tpcds_q41/duckdb:parquet	7415558	7867294	0.94
tpcds_q42/duckdb:parquet	9941736	10511348	0.95
tpcds_q43/duckdb:parquet	15509691	15272935	1.02
tpcds_q44/duckdb:parquet	22666333	22224183	1.02
tpcds_q45/duckdb:parquet	25860323	25966948	1.00
tpcds_q46/duckdb:parquet	46876257	44454020	1.05
tpcds_q47/duckdb:parquet	46486685	45427491	1.02
tpcds_q48/duckdb:parquet	30254640	30888229	0.98
tpcds_q49/duckdb:parquet	24412840	25691805	0.95
tpcds_q50/duckdb:parquet	24583333	24252360	1.01
tpcds_q51/duckdb:parquet	95116336	93786650	1.01
tpcds_q52/duckdb:parquet	10989956	11067856	0.99
tpcds_q53/duckdb:parquet	16170319	16002118	1.01
tpcds_q54/duckdb:parquet	42167557	39938629	1.06
tpcds_q55/duckdb:parquet	10839192	11062118	0.98
tpcds_q56/duckdb:parquet	67889938	70508665	0.96
tpcds_q57/duckdb:parquet	36375635	35473686	1.03
tpcds_q58/duckdb:parquet	20716568	20982141	0.99
tpcds_q59/duckdb:parquet	36189231	36720874	0.99
tpcds_q60/duckdb:parquet	72828129	71572672	1.02
tpcds_q61/duckdb:parquet	30417012	30735587	0.99
tpcds_q62/duckdb:parquet	12193373	11380568	1.07
tpcds_q63/duckdb:parquet	15017739	15234490	0.99
tpcds_q64/duckdb:parquet	72930767	74073651	0.98
tpcds_q65/duckdb:parquet	20048141	20818347	0.96
tpcds_q66/duckdb:parquet 🚨	60459113	53500404	1.13
tpcds_q67/duckdb:parquet	134513440	137712552	0.98
tpcds_q68/duckdb:parquet	38213512	37989461	1.01
tpcds_q69/duckdb:parquet	37176487	36949508	1.01
tpcds_q70/duckdb:parquet	20896463	19812169	1.05
tpcds_q71/duckdb:parquet	19533599	18547546	1.05
tpcds_q72/duckdb:parquet	160804400	165315490	0.97
tpcds_q73/duckdb:parquet	17707214	18133684	0.98
tpcds_q74/duckdb:parquet	50902558	48199158	1.06
tpcds_q75/duckdb:parquet	52938729	53616414	0.99
tpcds_q76/duckdb:parquet	69108311	68076650	1.02
tpcds_q77/duckdb:parquet	59579399	61020461	0.98
tpcds_q78/duckdb:parquet	74179273	73130810	1.01
tpcds_q79/duckdb:parquet	27653999	26946331	1.03
tpcds_q80/duckdb:parquet	86445540	81918598	1.06
tpcds_q81/duckdb:parquet	46395612	46614900	1.00
tpcds_q82/duckdb:parquet 🚨	16999912	14819988	1.15
tpcds_q83/duckdb:parquet	15862202	16000113	0.99
tpcds_q84/duckdb:parquet	18890866	18921367	1.00
tpcds_q85/duckdb:parquet	39367168	39949374	0.99
tpcds_q86/duckdb:parquet	12360233	11759121	1.05
tpcds_q87/duckdb:parquet	36074397	37344780	0.97
tpcds_q88/duckdb:parquet	29135823	28708918	1.01
tpcds_q89/duckdb:parquet	17104363	17053811	1.00
tpcds_q90/duckdb:parquet	7102024	7254818	0.98
tpcds_q91/duckdb:parquet	22824447	22792694	1.00
tpcds_q92/duckdb:parquet	11210225	11974280	0.94
tpcds_q93/duckdb:parquet	29701920	28338477	1.05
tpcds_q94/duckdb:parquet	16323031	17193753	0.95
tpcds_q95/duckdb:parquet	125301437	116688598	1.07
tpcds_q96/duckdb:parquet	9180458	9124576	1.01
tpcds_q97/duckdb:parquet	33512217	34087027	0.98
tpcds_q98/duckdb:parquet	18106149	17452414	1.04
tpcds_q99/duckdb:parquet	19412589	19232877	1.01

duckdb / duckdb (0.993x ➖, 4↑ 1↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19279601	20118166	0.96
tpcds_q02/duckdb:duckdb	17627617	17912991	0.98
tpcds_q03/duckdb:duckdb	7981730	8182961	0.98
tpcds_q04/duckdb:duckdb	162687657	160457345	1.01
tpcds_q05/duckdb:duckdb	17623574	17859817	0.99
tpcds_q06/duckdb:duckdb	21102347	22630477	0.93
tpcds_q07/duckdb:duckdb	37141729	38381699	0.97
tpcds_q08/duckdb:duckdb	118973904	118632726	1.00
tpcds_q09/duckdb:duckdb	19943273	19580944	1.02
tpcds_q10/duckdb:duckdb	22695075	22419097	1.01
tpcds_q11/duckdb:duckdb	140030028	140085096	1.00
tpcds_q12/duckdb:duckdb	10732677	11631827	0.92
tpcds_q13/duckdb:duckdb	23236984	23788945	0.98
tpcds_q14/duckdb:duckdb	92997239	91829005	1.01
tpcds_q15/duckdb:duckdb	23967739	23450103	1.02
tpcds_q16/duckdb:duckdb	16655812	17592356	0.95
tpcds_q17/duckdb:duckdb	20750049	20783228	1.00
tpcds_q18/duckdb:duckdb	42222102	44026567	0.96
tpcds_q19/duckdb:duckdb	15864738	15791509	1.00
tpcds_q20/duckdb:duckdb	11485789	11696034	0.98
tpcds_q21/duckdb:duckdb	6252144	6640560	0.94
tpcds_q22/duckdb:duckdb	59795169	60798142	0.98
tpcds_q23/duckdb:duckdb	80482550	75283633	1.07
tpcds_q24/duckdb:duckdb	22245373	21703465	1.02
tpcds_q25/duckdb:duckdb	17191797	17664028	0.97
tpcds_q26/duckdb:duckdb	26442603	25390607	1.04
tpcds_q27/duckdb:duckdb	35710625	39172060	0.91
tpcds_q28/duckdb:duckdb	21067020	21145909	1.00
tpcds_q29/duckdb:duckdb	19806072	19911730	0.99
tpcds_q30/duckdb:duckdb	28025002	28486033	0.98
tpcds_q31/duckdb:duckdb	19221127	18936513	1.02
tpcds_q32/duckdb:duckdb	7269055	6962214	1.04
tpcds_q33/duckdb:duckdb	12746213	12378706	1.03
tpcds_q34/duckdb:duckdb	14433805	14370470	1.00
tpcds_q35/duckdb:duckdb	31828915	31619081	1.01
tpcds_q36/duckdb:duckdb	68943644	69915433	0.99
tpcds_q37/duckdb:duckdb	6993154	7404448	0.94
tpcds_q38/duckdb:duckdb	30592287	29667076	1.03
tpcds_q39/duckdb:duckdb	25343673	25798306	0.98
tpcds_q40/duckdb:duckdb	13430046	13187063	1.02
tpcds_q41/duckdb:duckdb	8187335	7943606	1.03
tpcds_q42/duckdb:duckdb	6192625	6329225	0.98
tpcds_q43/duckdb:duckdb	10882784	10994506	0.99
tpcds_q44/duckdb:duckdb	13803272	13447087	1.03
tpcds_q45/duckdb:duckdb	16762131	16430414	1.02
tpcds_q46/duckdb:duckdb	36070445	35347664	1.02
tpcds_q47/duckdb:duckdb	41445194	40118975	1.03
tpcds_q48/duckdb:duckdb	21354861	21357758	1.00
tpcds_q49/duckdb:duckdb	15529534	16357886	0.95
tpcds_q50/duckdb:duckdb	13392757	13629790	0.98
tpcds_q51/duckdb:duckdb	88842212	88568556	1.00
tpcds_q52/duckdb:duckdb	7164996	7314968	0.98
tpcds_q53/duckdb:duckdb	11841232	11696086	1.01
tpcds_q54/duckdb:duckdb	16297729	17095672	0.95
tpcds_q55/duckdb:duckdb	6799477	6595285	1.03
tpcds_q56/duckdb:duckdb	13957842	12843019	1.09
tpcds_q57/duckdb:duckdb	30706070	30326329	1.01
tpcds_q58/duckdb:duckdb	11327782	11923701	0.95
tpcds_q59/duckdb:duckdb	33735139	35180393	0.96
tpcds_q60/duckdb:duckdb	14691328	14773202	0.99
tpcds_q61/duckdb:duckdb	13887261	13461555	1.03
tpcds_q62/duckdb:duckdb	9324309	8989045	1.04
tpcds_q63/duckdb:duckdb	10756857	11058431	0.97
tpcds_q64/duckdb:duckdb	51783062	50248785	1.03
tpcds_q65/duckdb:duckdb 🚀	31155888	34728088	0.90
tpcds_q66/duckdb:duckdb	23991404	24591735	0.98
tpcds_q67/duckdb:duckdb	128478661	128273174	1.00
tpcds_q68/duckdb:duckdb	24544880	24325732	1.01
tpcds_q69/duckdb:duckdb	22954269	22933378	1.00
tpcds_q70/duckdb:duckdb	13788356	13652151	1.01
tpcds_q71/duckdb:duckdb 🚨	12763591	11547592	1.11
tpcds_q72/duckdb:duckdb	42577483	41086078	1.04
tpcds_q73/duckdb:duckdb	9944968	10258353	0.97
tpcds_q74/duckdb:duckdb	97285261	95647194	1.02
tpcds_q75/duckdb:duckdb	41095337	40635732	1.01
tpcds_q76/duckdb:duckdb	11757219	12026476	0.98
tpcds_q77/duckdb:duckdb	11753448	11790344	1.00
tpcds_q78/duckdb:duckdb	62657544	60019978	1.04
tpcds_q79/duckdb:duckdb	17214661	17063816	1.01
tpcds_q80/duckdb:duckdb	28451961	26476812	1.07
tpcds_q81/duckdb:duckdb	36875246	37650811	0.98
tpcds_q82/duckdb:duckdb	7687835	8274826	0.93
tpcds_q83/duckdb:duckdb	8845908	8777909	1.01
tpcds_q84/duckdb:duckdb 🚀	12825859	14520746	0.88
tpcds_q85/duckdb:duckdb	23456452	23200666	1.01
tpcds_q86/duckdb:duckdb	10220448	10354218	0.99
tpcds_q87/duckdb:duckdb	33493750	32503155	1.03
tpcds_q88/duckdb:duckdb	23710367	23602144	1.00
tpcds_q89/duckdb:duckdb	13308594	12591554	1.06
tpcds_q90/duckdb:duckdb	5477599	5448115	1.01
tpcds_q91/duckdb:duckdb	12570653	12399399	1.01
tpcds_q92/duckdb:duckdb	8550800	8589433	1.00
tpcds_q93/duckdb:duckdb 🚀	19742422	22808650	0.87
tpcds_q94/duckdb:duckdb	12845855	13073587	0.98
tpcds_q95/duckdb:duckdb 🚀	105479980	127592112	0.83
tpcds_q96/duckdb:duckdb	4381216	4555687	0.96
tpcds_q97/duckdb:duckdb	30103662	29199031	1.03
tpcds_q98/duckdb:duckdb	12775874	13243858	0.96
tpcds_q99/duckdb:duckdb	16475441	16254109	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+6.9%	-6.2%	+13.9%	+11.1%	🚨 regression
1	datafusion:vortex-file-compressed	-2.0%	-6.2%	+4.5%	+14.9%	➖ noise
1	duckdb:duckdb	-4.2%	-6.2%	+2.1%	+11.3%	➖ noise
1	duckdb:vortex-compact	-1.0%	-6.2%	+5.5%	+12.5%	➖ noise
1	duckdb:vortex-file-compressed	-3.4%	-6.2%	+3.0%	+10.5%	➖ noise
2	datafusion:vortex-compact	-0.3%	-3.9%	+3.7%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.5%	-3.9%	+1.5%	+10.0%	➖ noise
2	duckdb:duckdb	-1.6%	-3.9%	+2.4%	+12.0%	➖ noise
2	duckdb:vortex-compact	-2.8%	-3.9%	+1.1%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.4%	-3.9%	+1.6%	+13.7%	➖ noise
3	datafusion:vortex-compact	+3.9%	-1.7%	+5.7%	+11.0%	➖ noise
3	datafusion:vortex-file-compressed	-3.8%	-1.7%	-2.2%	+10.0%	➖ noise
3	duckdb:duckdb	-2.5%	-1.7%	-0.8%	+17.5%	➖ noise
3	duckdb:vortex-compact	-3.6%	-1.7%	-2.0%	+13.2%	➖ noise
3	duckdb:vortex-file-compressed	-4.0%	-1.7%	-2.4%	+13.9%	➖ noise
4	datafusion:vortex-compact	-0.7%	-6.6%	+6.3%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.8%	-6.6%	+5.1%	+10.0%	➖ noise
4	duckdb:duckdb	+1.4%	-6.6%	+8.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.9%	-6.6%	+9.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.7%	-6.6%	+7.8%	+10.0%	➖ noise
5	datafusion:vortex-compact	-2.5%	-3.3%	+0.9%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-4.4%	-3.3%	-1.1%	+10.0%	➖ noise
5	duckdb:duckdb	-1.3%	-3.3%	+2.1%	+12.4%	➖ noise
5	duckdb:vortex-compact	-4.7%	-3.3%	-1.5%	+11.5%	➖ noise
5	duckdb:vortex-file-compressed	-3.6%	-3.3%	-0.3%	+13.2%	➖ noise
6	datafusion:vortex-compact	+1.6%	+0.1%	+1.5%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.1%	+0.1%	+1.1%	+10.0%	➖ noise
6	duckdb:duckdb	-6.8%	+0.1%	-6.8%	+15.6%	➖ noise
6	duckdb:vortex-compact	+1.7%	+0.1%	+1.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+2.0%	+0.1%	+1.9%	+10.0%	➖ noise
7	datafusion:vortex-compact	-4.4%	+1.4%	-5.8%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.3%	+1.4%	-2.7%	+10.0%	➖ noise
7	duckdb:duckdb	-3.2%	+1.4%	-4.6%	+15.6%	➖ noise
7	duckdb:vortex-compact	-2.1%	+1.4%	-3.5%	+14.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.0%	+1.4%	+2.6%	+13.1%	➖ noise
8	datafusion:vortex-compact	-2.8%	+1.6%	-4.3%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.5%	+1.6%	-3.1%	+11.2%	➖ noise
8	duckdb:duckdb	+0.3%	+1.6%	-1.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.4%	+1.6%	-2.0%	+10.7%	➖ noise
8	duckdb:vortex-file-compressed	+1.6%	+1.6%	-0.1%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.1%	+0.1%	-0.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-3.3%	+0.1%	-3.3%	+10.0%	➖ noise
9	duckdb:duckdb	+1.9%	+0.1%	+1.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.7%	+0.1%	+0.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.5%	+0.1%	+1.5%	+10.0%	➖ noise
10	datafusion:vortex-compact	+1.9%	-0.4%	+2.3%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-6.6%	-0.4%	-6.2%	+10.0%	➖ noise
10	duckdb:duckdb	+1.2%	-0.4%	+1.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.4%	-0.4%	+0.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.8%	-0.4%	+1.2%	+10.0%	➖ noise
11	datafusion:vortex-compact	-1.6%	-3.1%	+1.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-0.6%	-3.1%	+2.5%	+10.0%	➖ noise
11	duckdb:duckdb	-0.0%	-3.1%	+3.2%	+10.0%	➖ noise
11	duckdb:vortex-compact	+0.5%	-3.1%	+3.7%	+13.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.2%	-3.1%	+3.4%	+11.2%	➖ noise
12	datafusion:vortex-compact	-1.4%	-3.6%	+2.3%	+11.3%	➖ noise
12	datafusion:vortex-file-compressed	+1.2%	-3.6%	+5.0%	+10.0%	➖ noise
12	duckdb:duckdb	-7.7%	-3.6%	-4.3%	+13.1%	➖ noise
12	duckdb:vortex-compact	-7.4%	-3.6%	-4.0%	+14.7%	➖ noise
12	duckdb:vortex-file-compressed	-4.6%	-3.6%	-1.0%	+10.6%	➖ noise
13	datafusion:vortex-compact	+7.8%	+0.4%	+7.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.9%	+0.4%	+0.6%	+10.0%	➖ noise
13	duckdb:duckdb	-2.3%	+0.4%	-2.7%	+10.0%	➖ noise
13	duckdb:vortex-compact	+1.6%	+0.4%	+1.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.6%	+0.4%	+0.3%	+10.0%	➖ noise
14	datafusion:vortex-compact	-0.2%	-1.2%	+1.1%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.3%	-1.2%	+1.6%	+10.0%	➖ noise
14	duckdb:duckdb	+1.3%	-1.2%	+2.6%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.3%	-1.2%	+1.6%	+11.5%	➖ noise
14	duckdb:vortex-file-compressed	+11.6%	-1.2%	+13.0%	+12.3%	🚨 regression
15	datafusion:vortex-compact	-2.1%	+2.5%	-4.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-1.2%	+2.5%	-3.6%	+10.0%	➖ noise
15	duckdb:duckdb	+2.2%	+2.5%	-0.3%	+13.3%	➖ noise
15	duckdb:vortex-compact	+1.2%	+2.5%	-1.2%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.7%	+2.5%	-3.1%	+10.0%	➖ noise
16	datafusion:vortex-compact	-0.6%	+0.9%	-1.6%	+10.8%	➖ noise
16	datafusion:vortex-file-compressed	-1.4%	+0.9%	-2.3%	+10.9%	➖ noise
16	duckdb:duckdb	-5.3%	+0.9%	-6.2%	+11.0%	➖ noise
16	duckdb:vortex-compact	-0.6%	+0.9%	-1.5%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-6.8%	+0.9%	-7.7%	+12.0%	➖ noise
17	datafusion:vortex-compact	-1.4%	-0.6%	-0.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-0.0%	-0.6%	+0.6%	+10.0%	➖ noise
17	duckdb:duckdb	-0.2%	-0.6%	+0.5%	+13.5%	➖ noise
17	duckdb:vortex-compact	-0.9%	-0.6%	-0.3%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-3.4%	-0.6%	-2.8%	+10.0%	➖ noise
18	datafusion:vortex-compact	-3.2%	-0.4%	-2.8%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-5.3%	-0.4%	-4.9%	+10.0%	➖ noise
18	duckdb:duckdb	-4.1%	-0.4%	-3.7%	+12.0%	➖ noise
18	duckdb:vortex-compact	-1.0%	-0.4%	-0.7%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.3%	-0.4%	-0.9%	+10.0%	➖ noise
19	datafusion:vortex-compact	+1.9%	-1.9%	+3.9%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+4.9%	-1.9%	+6.9%	+10.9%	➖ noise
19	duckdb:duckdb	+0.5%	-1.9%	+2.4%	+12.2%	➖ noise
19	duckdb:vortex-compact	-1.8%	-1.9%	+0.1%	+13.1%	➖ noise
19	duckdb:vortex-file-compressed	-1.0%	-1.9%	+0.9%	+10.0%	➖ noise
20	datafusion:vortex-compact	-1.2%	-4.8%	+3.8%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+4.0%	-4.8%	+9.3%	+10.0%	➖ noise
20	duckdb:duckdb	-1.8%	-4.8%	+3.2%	+10.0%	➖ noise
20	duckdb:vortex-compact	+2.3%	-4.8%	+7.5%	+17.5%	➖ noise
20	duckdb:vortex-file-compressed	-10.0%	-4.8%	-5.5%	+13.0%	➖ noise
21	datafusion:vortex-compact	-3.0%	+2.7%	-5.5%	+11.5%	➖ noise
21	datafusion:vortex-file-compressed	-0.6%	+2.7%	-3.2%	+12.4%	➖ noise
21	duckdb:duckdb	-5.8%	+2.7%	-8.3%	+22.0%	➖ noise
21	duckdb:vortex-compact	+3.5%	+2.7%	+0.8%	+13.3%	➖ noise
21	duckdb:vortex-file-compressed	-3.8%	+2.7%	-6.4%	+15.1%	➖ noise
22	datafusion:vortex-compact	-1.2%	-5.3%	+4.4%	+11.6%	➖ noise
22	datafusion:vortex-file-compressed	+0.0%	-5.3%	+5.7%	+14.1%	➖ noise
22	duckdb:duckdb	-1.6%	-5.3%	+3.9%	+12.9%	➖ noise
22	duckdb:vortex-compact	-1.8%	-5.3%	+3.7%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-2.0%	-5.3%	+3.5%	+10.0%	➖ noise
23	datafusion:vortex-compact	-1.1%	-2.1%	+1.0%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	-1.4%	-2.1%	+0.7%	+10.0%	➖ noise
23	duckdb:duckdb	+6.9%	-2.1%	+9.2%	+14.9%	➖ noise
23	duckdb:vortex-compact	-7.0%	-2.1%	-5.0%	+11.2%	➖ noise
23	duckdb:vortex-file-compressed	+3.1%	-2.1%	+5.3%	+10.0%	➖ noise
24	datafusion:vortex-compact	-5.2%	+0.3%	-5.4%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-1.7%	+0.3%	-1.9%	+10.0%	➖ noise
24	duckdb:duckdb	+2.5%	+0.3%	+2.2%	+21.4%	➖ noise
24	duckdb:vortex-compact	+0.0%	+0.3%	-0.2%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+1.1%	+0.3%	+0.9%	+10.0%	➖ noise
25	datafusion:vortex-compact	+2.0%	-1.8%	+3.9%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	-0.0%	-1.8%	+1.8%	+10.0%	➖ noise
25	duckdb:duckdb	-2.7%	-1.8%	-0.9%	+17.1%	➖ noise
25	duckdb:vortex-compact	-7.6%	-1.8%	-5.9%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-5.3%	-1.8%	-3.6%	+10.0%	➖ noise
26	datafusion:vortex-compact	+2.3%	-2.5%	+5.0%	+10.8%	➖ noise
26	datafusion:vortex-file-compressed	+2.7%	-2.5%	+5.4%	+10.0%	➖ noise
26	duckdb:duckdb	+4.1%	-2.5%	+6.8%	+17.1%	➖ noise
26	duckdb:vortex-compact	+7.9%	-2.5%	+10.7%	+15.5%	➖ noise
26	duckdb:vortex-file-compressed	-0.4%	-2.5%	+2.2%	+10.4%	➖ noise
27	datafusion:vortex-compact	-1.8%	+0.8%	-2.5%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	-2.6%	+0.8%	-3.3%	+10.0%	➖ noise
27	duckdb:duckdb	-8.8%	+0.8%	-9.5%	+15.3%	➖ noise
27	duckdb:vortex-compact	-4.9%	+0.8%	-5.6%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-3.2%	+0.8%	-3.9%	+10.0%	➖ noise
28	datafusion:vortex-compact	-0.2%	-0.9%	+0.7%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-1.9%	-0.9%	-1.0%	+10.0%	➖ noise
28	duckdb:duckdb	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
28	duckdb:vortex-compact	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-1.2%	-0.9%	-0.3%	+10.0%	➖ noise
29	datafusion:vortex-compact	-1.5%	-1.5%	+0.0%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-0.8%	-1.5%	+0.7%	+10.0%	➖ noise
29	duckdb:duckdb	-0.5%	-1.5%	+1.0%	+10.0%	➖ noise
29	duckdb:vortex-compact	-1.3%	-1.5%	+0.1%	+10.7%	➖ noise
29	duckdb:vortex-file-compressed	-0.7%	-1.5%	+0.8%	+10.0%	➖ noise
30	datafusion:vortex-compact	-2.5%	-0.4%	-2.1%	+13.4%	➖ noise
30	datafusion:vortex-file-compressed	-2.1%	-0.4%	-1.7%	+10.0%	➖ noise
30	duckdb:duckdb	-1.6%	-0.4%	-1.2%	+10.0%	➖ noise
30	duckdb:vortex-compact	+0.1%	-0.4%	+0.5%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-0.4%	-0.4%	-0.0%	+10.1%	➖ noise
31	datafusion:vortex-compact	+1.0%	-2.2%	+3.3%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.0%	-2.2%	+3.3%	+10.0%	➖ noise
31	duckdb:duckdb	+1.5%	-2.2%	+3.8%	+13.8%	➖ noise
31	duckdb:vortex-compact	-1.2%	-2.2%	+1.1%	+14.4%	➖ noise
31	duckdb:vortex-file-compressed	+5.0%	-2.2%	+7.4%	+10.0%	➖ noise
32	datafusion:vortex-compact	-1.0%	+0.6%	-1.6%	+11.1%	➖ noise
32	datafusion:vortex-file-compressed	-1.3%	+0.6%	-1.9%	+10.0%	➖ noise
32	duckdb:duckdb	+4.4%	+0.6%	+3.7%	+17.8%	➖ noise
32	duckdb:vortex-compact	-6.5%	+0.6%	-7.1%	+10.2%	➖ noise
32	duckdb:vortex-file-compressed	+4.5%	+0.6%	+3.9%	+12.1%	➖ noise
33	datafusion:vortex-compact	-2.7%	-0.6%	-2.1%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-1.0%	-0.6%	-0.4%	+10.0%	➖ noise
33	duckdb:duckdb	+3.0%	-0.6%	+3.6%	+11.2%	➖ noise
33	duckdb:vortex-compact	+4.3%	-0.6%	+4.9%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+2.3%	-0.6%	+2.9%	+14.1%	➖ noise
34	datafusion:vortex-compact	-1.8%	+1.9%	-3.6%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.2%	+1.9%	-1.6%	+10.0%	➖ noise
34	duckdb:duckdb	+0.4%	+1.9%	-1.4%	+10.6%	➖ noise
34	duckdb:vortex-compact	-0.3%	+1.9%	-2.1%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-3.9%	+1.9%	-5.7%	+10.0%	➖ noise
35	datafusion:vortex-compact	-1.7%	-2.5%	+0.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-3.5%	-2.5%	-1.0%	+10.0%	➖ noise
35	duckdb:duckdb	+0.7%	-2.5%	+3.2%	+10.0%	➖ noise
35	duckdb:vortex-compact	-2.2%	-2.5%	+0.3%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-0.9%	-2.5%	+1.6%	+10.4%	➖ noise
36	datafusion:vortex-compact	-0.5%	+1.4%	-1.9%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.7%	+1.4%	+0.2%	+10.0%	➖ noise
36	duckdb:duckdb	-1.4%	+1.4%	-2.8%	+13.0%	➖ noise
36	duckdb:vortex-compact	-1.9%	+1.4%	-3.3%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+0.4%	+1.4%	-1.0%	+12.3%	➖ noise
37	datafusion:vortex-compact	-0.4%	-0.9%	+0.5%	+15.3%	➖ noise
37	datafusion:vortex-file-compressed	-2.2%	-0.9%	-1.3%	+14.5%	➖ noise
37	duckdb:duckdb	-5.6%	-0.9%	-4.7%	+17.1%	➖ noise
37	duckdb:vortex-compact	+3.9%	-0.9%	+4.8%	+11.1%	➖ noise
37	duckdb:vortex-file-compressed	-8.8%	-0.9%	-8.0%	+15.0%	➖ noise
38	datafusion:vortex-compact	-2.4%	-1.0%	-1.4%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-3.6%	-1.0%	-2.6%	+10.0%	➖ noise
38	duckdb:duckdb	+3.1%	-1.0%	+4.2%	+18.6%	➖ noise
38	duckdb:vortex-compact	+4.6%	-1.0%	+5.7%	+14.2%	➖ noise
38	duckdb:vortex-file-compressed	-3.4%	-1.0%	-2.4%	+14.7%	➖ noise
39	datafusion:vortex-compact	+4.0%	-1.1%	+5.1%	+14.8%	➖ noise
39	datafusion:vortex-file-compressed	+0.5%	-1.1%	+1.6%	+18.2%	➖ noise
39	duckdb:duckdb	-1.8%	-1.1%	-0.7%	+10.0%	➖ noise
39	duckdb:vortex-compact	-1.4%	-1.1%	-0.3%	+10.0%	➖ noise
39	duckdb:vortex-file-compressed	+1.7%	-1.1%	+2.8%	+23.9%	➖ noise
40	datafusion:vortex-compact	-1.2%	-4.3%	+3.2%	+11.2%	➖ noise
40	datafusion:vortex-file-compressed	-4.6%	-4.3%	-0.3%	+10.0%	➖ noise
40	duckdb:duckdb	+1.8%	-4.3%	+6.4%	+19.8%	➖ noise
40	duckdb:vortex-compact	-5.6%	-4.3%	-1.4%	+11.6%	➖ noise
40	duckdb:vortex-file-compressed	-0.2%	-4.3%	+4.2%	+15.4%	➖ noise
41	datafusion:vortex-compact	-5.0%	-3.9%	-1.1%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	+1.0%	-3.9%	+5.1%	+21.9%	➖ noise
41	duckdb:duckdb	+3.1%	-3.9%	+7.2%	+11.6%	➖ noise
41	duckdb:vortex-compact	+0.2%	-3.9%	+4.3%	+10.1%	➖ noise
41	duckdb:vortex-file-compressed	-0.9%	-3.9%	+3.1%	+12.7%	➖ noise
42	datafusion:vortex-compact	+5.9%	-1.8%	+7.8%	+11.5%	➖ noise
42	datafusion:vortex-file-compressed	+1.4%	-1.8%	+3.2%	+10.6%	➖ noise
42	duckdb:duckdb	-2.2%	-1.8%	-0.4%	+17.0%	➖ noise
42	duckdb:vortex-compact	-1.2%	-1.8%	+0.6%	+14.3%	➖ noise
42	duckdb:vortex-file-compressed	-3.7%	-1.8%	-2.0%	+14.9%	➖ noise
43	datafusion:vortex-compact	+2.4%	-2.5%	+5.0%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+5.6%	-2.5%	+8.3%	+10.0%	➖ noise
43	duckdb:duckdb	-1.0%	-2.5%	+1.5%	+10.7%	➖ noise
43	duckdb:vortex-compact	-0.1%	-2.5%	+2.4%	+11.2%	➖ noise
43	duckdb:vortex-file-compressed	-8.1%	-2.5%	-5.7%	+10.0%	➖ noise
44	datafusion:vortex-compact	+0.4%	-0.5%	+0.9%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+1.6%	-0.5%	+2.1%	+10.2%	➖ noise
44	duckdb:duckdb	+2.6%	-0.5%	+3.1%	+17.8%	➖ noise
44	duckdb:vortex-compact	+2.4%	-0.5%	+2.8%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+4.8%	-0.5%	+5.3%	+23.0%	➖ noise
45	datafusion:vortex-compact	+0.7%	-2.3%	+3.1%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-1.7%	-2.3%	+0.6%	+10.0%	➖ noise
45	duckdb:duckdb	+2.0%	-2.3%	+4.4%	+10.9%	➖ noise
45	duckdb:vortex-compact	+0.9%	-2.3%	+3.3%	+11.6%	➖ noise
45	duckdb:vortex-file-compressed	-5.7%	-2.3%	-3.5%	+10.0%	➖ noise
46	datafusion:vortex-compact	-2.0%	+2.6%	-4.4%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-2.0%	+2.6%	-4.5%	+10.0%	➖ noise
46	duckdb:duckdb	+2.0%	+2.6%	-0.5%	+10.0%	➖ noise
46	duckdb:vortex-compact	-0.1%	+2.6%	-2.6%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-2.4%	+2.6%	-4.9%	+10.0%	➖ noise
47	datafusion:vortex-compact	-0.1%	+0.3%	-0.4%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+2.5%	+0.3%	+2.2%	+10.0%	➖ noise
47	duckdb:duckdb	+3.3%	+0.3%	+3.0%	+10.0%	➖ noise
47	duckdb:vortex-compact	-0.7%	+0.3%	-1.0%	+14.8%	➖ noise
47	duckdb:vortex-file-compressed	-2.1%	+0.3%	-2.4%	+10.0%	➖ noise
48	datafusion:vortex-compact	-0.8%	-1.7%	+0.9%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-1.2%	-1.7%	+0.5%	+10.0%	➖ noise
48	duckdb:duckdb	-0.0%	-1.7%	+1.7%	+10.0%	➖ noise
48	duckdb:vortex-compact	+1.6%	-1.7%	+3.3%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-0.9%	-1.7%	+0.8%	+10.0%	➖ noise
49	datafusion:vortex-compact	-5.4%	-3.4%	-2.1%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	-3.1%	-3.4%	+0.2%	+10.6%	➖ noise
49	duckdb:duckdb	-5.1%	-3.4%	-1.8%	+13.0%	➖ noise
49	duckdb:vortex-compact	-3.8%	-3.4%	-0.4%	+12.5%	➖ noise
49	duckdb:vortex-file-compressed	-2.1%	-3.4%	+1.2%	+14.5%	➖ noise
50	datafusion:vortex-compact	+2.8%	+1.6%	+1.1%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-3.3%	+1.6%	-4.8%	+10.0%	➖ noise
50	duckdb:duckdb	-1.7%	+1.6%	-3.3%	+10.0%	➖ noise
50	duckdb:vortex-compact	+1.9%	+1.6%	+0.3%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	-0.5%	+1.6%	-2.1%	+10.0%	➖ noise
51	datafusion:vortex-compact	-0.1%	+0.7%	-0.7%	+14.3%	➖ noise
51	datafusion:vortex-file-compressed	+6.8%	+0.7%	+6.1%	+14.3%	➖ noise
51	duckdb:duckdb	+0.3%	+0.7%	-0.3%	+12.3%	➖ noise
51	duckdb:vortex-compact	-8.7%	+0.7%	-9.3%	+16.6%	➖ noise
51	duckdb:vortex-file-compressed	+0.9%	+0.7%	+0.3%	+19.7%	➖ noise
52	datafusion:vortex-compact	+4.7%	-3.3%	+8.3%	+11.2%	➖ noise
52	datafusion:vortex-file-compressed	+5.7%	-3.3%	+9.3%	+11.3%	➖ noise
52	duckdb:duckdb	-2.1%	-3.3%	+1.2%	+14.9%	➖ noise
52	duckdb:vortex-compact	-0.3%	-3.3%	+3.0%	+16.0%	➖ noise
52	duckdb:vortex-file-compressed	-5.5%	-3.3%	-2.3%	+17.0%	➖ noise
53	datafusion:vortex-compact	-3.9%	+1.6%	-5.4%	+10.9%	➖ noise
53	datafusion:vortex-file-compressed	+0.4%	+1.6%	-1.2%	+15.1%	➖ noise
53	duckdb:duckdb	+1.2%	+1.6%	-0.3%	+12.1%	➖ noise
53	duckdb:vortex-compact	-2.6%	+1.6%	-4.1%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+2.7%	+1.6%	+1.1%	+10.7%	➖ noise
54	datafusion:vortex-compact	+1.4%	+1.4%	-0.0%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	-0.0%	+1.4%	-1.4%	+10.0%	➖ noise
54	duckdb:duckdb	-4.7%	+1.4%	-6.0%	+10.9%	➖ noise
54	duckdb:vortex-compact	-0.1%	+1.4%	-1.5%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	-0.0%	+1.4%	-1.5%	+10.0%	➖ noise
55	datafusion:vortex-compact	-0.1%	-1.8%	+1.8%	+13.6%	➖ noise
55	datafusion:vortex-file-compressed	+4.2%	-1.8%	+6.2%	+11.3%	➖ noise
55	duckdb:duckdb	+3.1%	-1.8%	+5.0%	+13.6%	➖ noise
55	duckdb:vortex-compact	+2.2%	-1.8%	+4.1%	+13.0%	➖ noise
55	duckdb:vortex-file-compressed	-6.7%	-1.8%	-5.0%	+18.5%	➖ noise
56	datafusion:vortex-compact	+2.3%	-1.5%	+3.8%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-1.4%	-1.5%	+0.1%	+10.0%	➖ noise
56	duckdb:duckdb	+8.7%	-1.5%	+10.3%	+13.0%	➖ noise
56	duckdb:vortex-compact	-0.8%	-1.5%	+0.7%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	-2.9%	-1.5%	-1.4%	+10.0%	➖ noise
57	datafusion:vortex-compact	+2.1%	+1.9%	+0.2%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	-3.1%	+1.9%	-5.0%	+10.0%	➖ noise
57	duckdb:duckdb	+1.3%	+1.9%	-0.7%	+11.1%	➖ noise
57	duckdb:vortex-compact	+1.1%	+1.9%	-0.8%	+12.2%	➖ noise
57	duckdb:vortex-file-compressed	+1.7%	+1.9%	-0.3%	+10.1%	➖ noise
58	datafusion:vortex-compact	-1.4%	-0.8%	-0.6%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+2.7%	-0.8%	+3.6%	+10.0%	➖ noise
58	duckdb:duckdb	-5.0%	-0.8%	-4.2%	+14.8%	➖ noise
58	duckdb:vortex-compact	-6.3%	-0.8%	-5.5%	+15.0%	➖ noise
58	duckdb:vortex-file-compressed	-5.7%	-0.8%	-4.9%	+14.2%	➖ noise
59	datafusion:vortex-compact	-3.9%	+0.4%	-4.3%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-2.0%	+0.4%	-2.3%	+10.0%	➖ noise
59	duckdb:duckdb	-4.1%	+0.4%	-4.5%	+10.0%	➖ noise
59	duckdb:vortex-compact	+3.6%	+0.4%	+3.2%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-3.3%	+0.4%	-3.6%	+10.0%	➖ noise
60	datafusion:vortex-compact	+1.0%	-2.4%	+3.4%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+0.6%	-2.4%	+3.0%	+10.0%	➖ noise
60	duckdb:duckdb	-0.6%	-2.4%	+1.8%	+10.0%	➖ noise
60	duckdb:vortex-compact	-3.6%	-2.4%	-1.3%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+0.9%	-2.4%	+3.3%	+11.7%	➖ noise
61	datafusion:vortex-compact	-0.7%	-1.6%	+0.9%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+0.3%	-1.6%	+1.9%	+10.0%	➖ noise
61	duckdb:duckdb	+3.2%	-1.6%	+4.8%	+10.0%	➖ noise
61	duckdb:vortex-compact	-2.6%	-1.6%	-1.0%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	-2.0%	-1.6%	-0.4%	+12.2%	➖ noise
62	datafusion:vortex-compact	-0.0%	-5.4%	+5.7%	+10.0%	➖ noise
62	datafusion:vortex-file-compressed	-7.3%	-5.4%	-2.0%	+12.1%	➖ noise
62	duckdb:duckdb	+3.7%	-5.4%	+9.7%	+19.5%	➖ noise
62	duckdb:vortex-compact	+24.1%	-5.4%	+31.2%	+19.3%	🚨 regression
62	duckdb:vortex-file-compressed	-2.1%	-5.4%	+3.5%	+15.4%	➖ noise
63	datafusion:vortex-compact	-8.2%	-2.5%	-5.8%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+2.9%	-2.5%	+5.6%	+10.0%	➖ noise
63	duckdb:duckdb	-2.7%	-2.5%	-0.2%	+10.0%	➖ noise
63	duckdb:vortex-compact	-0.9%	-2.5%	+1.7%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	-4.1%	-2.5%	-1.7%	+10.1%	➖ noise
64	datafusion:vortex-compact	-2.6%	-1.7%	-0.9%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-0.7%	-1.7%	+1.0%	+10.0%	➖ noise
64	duckdb:duckdb	+3.1%	-1.7%	+4.8%	+10.0%	➖ noise
64	duckdb:vortex-compact	-2.7%	-1.7%	-1.0%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-2.6%	-1.7%	-1.0%	+10.0%	➖ noise
65	datafusion:vortex-compact	+2.1%	-3.4%	+5.7%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	-0.2%	-3.4%	+3.3%	+11.4%	➖ noise
65	duckdb:duckdb	-10.3%	-3.4%	-7.1%	+12.4%	➖ noise
65	duckdb:vortex-compact	-1.6%	-3.4%	+1.8%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-5.2%	-3.4%	-1.9%	+10.2%	➖ noise
66	datafusion:vortex-compact	+7.6%	+3.0%	+4.4%	+11.8%	➖ noise
66	datafusion:vortex-file-compressed	+1.8%	+3.0%	-1.2%	+10.7%	➖ noise
66	duckdb:duckdb	-2.4%	+3.0%	-5.3%	+11.4%	➖ noise
66	duckdb:vortex-compact	-1.5%	+3.0%	-4.4%	+18.0%	➖ noise
66	duckdb:vortex-file-compressed	-6.8%	+3.0%	-9.5%	+11.0%	➖ noise
67	datafusion:vortex-compact	-2.4%	-1.3%	-1.1%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-2.8%	-1.3%	-1.5%	+10.0%	➖ noise
67	duckdb:duckdb	+0.2%	-1.3%	+1.5%	+10.0%	➖ noise
67	duckdb:vortex-compact	-0.1%	-1.3%	+1.3%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+1.5%	-1.3%	+2.9%	+10.0%	➖ noise
68	datafusion:vortex-compact	+3.1%	+4.5%	-1.3%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-2.3%	+4.5%	-6.5%	+10.0%	➖ noise
68	duckdb:duckdb	+0.9%	+4.5%	-3.4%	+10.5%	➖ noise
68	duckdb:vortex-compact	+1.6%	+4.5%	-2.8%	+11.6%	➖ noise
68	duckdb:vortex-file-compressed	-2.5%	+4.5%	-6.7%	+10.0%	➖ noise
69	datafusion:vortex-compact	+0.5%	+0.9%	-0.4%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-0.0%	+0.9%	-0.9%	+10.0%	➖ noise
69	duckdb:duckdb	+0.1%	+0.9%	-0.8%	+10.0%	➖ noise
69	duckdb:vortex-compact	-1.6%	+0.9%	-2.5%	+11.0%	➖ noise
69	duckdb:vortex-file-compressed	+0.5%	+0.9%	-0.3%	+10.0%	➖ noise
70	datafusion:vortex-compact	-1.4%	+3.0%	-4.3%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	-2.2%	+3.0%	-5.1%	+10.0%	➖ noise
70	duckdb:duckdb	+1.0%	+3.0%	-2.0%	+13.7%	➖ noise
70	duckdb:vortex-compact	+0.6%	+3.0%	-2.4%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+3.0%	+3.0%	-0.1%	+11.8%	➖ noise
71	datafusion:vortex-compact	+4.0%	+0.5%	+3.5%	+10.3%	➖ noise
71	datafusion:vortex-file-compressed	+0.6%	+0.5%	+0.1%	+10.1%	➖ noise
71	duckdb:duckdb	+10.5%	+0.5%	+10.0%	+17.4%	➖ noise
71	duckdb:vortex-compact	+4.1%	+0.5%	+3.6%	+11.8%	➖ noise
71	duckdb:vortex-file-compressed	-5.0%	+0.5%	-5.4%	+14.6%	➖ noise
72	datafusion:vortex-compact	-1.5%	-2.4%	+0.9%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-1.1%	-2.4%	+1.3%	+10.0%	➖ noise
72	duckdb:duckdb	+3.6%	-2.4%	+6.2%	+14.2%	➖ noise
72	duckdb:vortex-compact	-1.7%	-2.4%	+0.7%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-2.3%	-2.4%	+0.1%	+10.0%	➖ noise
73	datafusion:vortex-compact	-1.3%	-4.0%	+2.7%	+14.9%	➖ noise
73	datafusion:vortex-file-compressed	-4.6%	-4.0%	-0.6%	+12.7%	➖ noise
73	duckdb:duckdb	-3.1%	-4.0%	+0.9%	+11.0%	➖ noise
73	duckdb:vortex-compact	-1.3%	-4.0%	+2.8%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-2.0%	-4.0%	+2.0%	+10.0%	➖ noise
74	datafusion:vortex-compact	-1.1%	+2.6%	-3.6%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+1.8%	+2.6%	-0.8%	+10.0%	➖ noise
74	duckdb:duckdb	+1.7%	+2.6%	-0.9%	+10.0%	➖ noise
74	duckdb:vortex-compact	-0.5%	+2.6%	-3.1%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	+0.3%	+2.6%	-2.3%	+10.0%	➖ noise
75	datafusion:vortex-compact	-1.5%	-0.8%	-0.7%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-1.8%	-0.8%	-1.0%	+10.0%	➖ noise
75	duckdb:duckdb	+1.1%	-0.8%	+2.0%	+10.2%	➖ noise
75	duckdb:vortex-compact	+2.3%	-0.8%	+3.1%	+12.4%	➖ noise
75	duckdb:vortex-file-compressed	-5.3%	-0.8%	-4.6%	+10.0%	➖ noise
76	datafusion:vortex-compact	-1.6%	+1.9%	-3.4%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	-6.1%	+1.9%	-7.8%	+16.0%	➖ noise
76	duckdb:duckdb	-2.2%	+1.9%	-4.0%	+15.2%	➖ noise
76	duckdb:vortex-compact	+1.7%	+1.9%	-0.2%	+12.0%	➖ noise
76	duckdb:vortex-file-compressed	-4.0%	+1.9%	-5.8%	+18.6%	➖ noise
77	datafusion:vortex-compact	-0.9%	-1.8%	+0.9%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-0.2%	-1.8%	+1.6%	+10.0%	➖ noise
77	duckdb:duckdb	-0.3%	-1.8%	+1.5%	+10.9%	➖ noise
77	duckdb:vortex-compact	-1.6%	-1.8%	+0.2%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+10.9%	-1.8%	+12.9%	+13.3%	➖ noise
78	datafusion:vortex-compact	+1.0%	-2.3%	+3.4%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+1.9%	-2.3%	+4.3%	+10.0%	➖ noise
78	duckdb:duckdb	+4.4%	-2.3%	+6.8%	+11.3%	➖ noise
78	duckdb:vortex-compact	-0.1%	-2.3%	+2.2%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-3.9%	-2.3%	-1.7%	+10.0%	➖ noise
79	datafusion:vortex-compact	-1.7%	+1.4%	-3.0%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	-1.4%	+1.4%	-2.7%	+10.0%	➖ noise
79	duckdb:duckdb	+0.9%	+1.4%	-0.5%	+10.0%	➖ noise
79	duckdb:vortex-compact	-1.4%	+1.4%	-2.8%	+10.4%	➖ noise
79	duckdb:vortex-file-compressed	-4.1%	+1.4%	-5.5%	+10.7%	➖ noise
80	datafusion:vortex-compact	+0.5%	+0.9%	-0.4%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+0.9%	+0.9%	-0.0%	+10.0%	➖ noise
80	duckdb:duckdb	+7.5%	+0.9%	+6.5%	+15.2%	➖ noise
80	duckdb:vortex-compact	-1.7%	+0.9%	-2.6%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	-1.1%	+0.9%	-2.0%	+11.9%	➖ noise
81	datafusion:vortex-compact	+1.3%	+1.2%	+0.2%	+12.8%	➖ noise
81	datafusion:vortex-file-compressed	+2.1%	+1.2%	+0.9%	+13.1%	➖ noise
81	duckdb:duckdb	-2.1%	+1.2%	-3.2%	+10.0%	➖ noise
81	duckdb:vortex-compact	-0.9%	+1.2%	-2.1%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	+5.4%	+1.2%	+4.2%	+12.7%	➖ noise
82	datafusion:vortex-compact	-0.4%	+8.3%	-8.0%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+0.7%	+8.3%	-7.0%	+10.0%	➖ noise
82	duckdb:duckdb	-7.1%	+8.3%	-14.2%	+14.3%	✅ faster
82	duckdb:vortex-compact	-1.7%	+8.3%	-9.2%	+13.2%	➖ noise
82	duckdb:vortex-file-compressed	+1.1%	+8.3%	-6.6%	+12.7%	➖ noise
83	datafusion:vortex-compact	-3.2%	-0.1%	-3.0%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-3.2%	-0.1%	-3.0%	+10.0%	➖ noise
83	duckdb:duckdb	+0.8%	-0.1%	+0.9%	+12.7%	➖ noise
83	duckdb:vortex-compact	-2.3%	-0.1%	-2.2%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	+2.6%	-0.1%	+2.7%	+12.0%	➖ noise
84	datafusion:vortex-compact	+2.0%	+2.4%	-0.3%	+14.9%	➖ noise
84	datafusion:vortex-file-compressed	-6.6%	+2.4%	-8.7%	+21.9%	➖ noise
84	duckdb:duckdb	-11.7%	+2.4%	-13.7%	+11.3%	✅ faster
84	duckdb:vortex-compact	+4.4%	+2.4%	+2.0%	+11.6%	➖ noise
84	duckdb:vortex-file-compressed	-1.0%	+2.4%	-3.3%	+10.0%	➖ noise
85	datafusion:vortex-compact	-0.1%	-0.9%	+0.8%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	-3.3%	-0.9%	-2.4%	+10.0%	➖ noise
85	duckdb:duckdb	+1.1%	-0.9%	+2.0%	+11.8%	➖ noise
85	duckdb:vortex-compact	-5.3%	-0.9%	-4.4%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	-1.6%	-0.9%	-0.7%	+14.8%	➖ noise
86	datafusion:vortex-compact	-3.9%	+1.5%	-5.2%	+11.5%	➖ noise
86	datafusion:vortex-file-compressed	-3.6%	+1.5%	-5.0%	+13.0%	➖ noise
86	duckdb:duckdb	-1.3%	+1.5%	-2.7%	+11.2%	➖ noise
86	duckdb:vortex-compact	-10.7%	+1.5%	-12.0%	+17.5%	➖ noise
86	duckdb:vortex-file-compressed	-6.6%	+1.5%	-8.0%	+17.2%	➖ noise
87	datafusion:vortex-compact	+2.6%	-2.5%	+5.2%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+1.1%	-2.5%	+3.7%	+10.0%	➖ noise
87	duckdb:duckdb	+3.0%	-2.5%	+5.7%	+13.1%	➖ noise
87	duckdb:vortex-compact	-6.2%	-2.5%	-3.8%	+12.6%	➖ noise
87	duckdb:vortex-file-compressed	-1.3%	-2.5%	+1.2%	+10.0%	➖ noise
88	datafusion:vortex-compact	-0.0%	+1.7%	-1.7%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-0.8%	+1.7%	-2.5%	+10.0%	➖ noise
88	duckdb:duckdb	+0.5%	+1.7%	-1.3%	+10.0%	➖ noise
88	duckdb:vortex-compact	+1.3%	+1.7%	-0.5%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+3.9%	+1.7%	+2.1%	+10.0%	➖ noise
89	datafusion:vortex-compact	-2.5%	+0.9%	-3.3%	+11.2%	➖ noise
89	datafusion:vortex-file-compressed	+0.4%	+0.9%	-0.5%	+10.0%	➖ noise
89	duckdb:duckdb	+5.7%	+0.9%	+4.7%	+12.1%	➖ noise
89	duckdb:vortex-compact	+4.0%	+0.9%	+3.0%	+11.1%	➖ noise
89	duckdb:vortex-file-compressed	+1.8%	+0.9%	+0.9%	+13.4%	➖ noise
90	datafusion:vortex-compact	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-0.6%	-0.9%	+0.3%	+10.0%	➖ noise
90	duckdb:duckdb	+0.5%	-0.9%	+1.5%	+13.8%	➖ noise
90	duckdb:vortex-compact	-1.2%	-0.9%	-0.3%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	-3.3%	-0.9%	-2.4%	+10.0%	➖ noise
91	datafusion:vortex-compact	-1.7%	+0.0%	-1.7%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	-8.2%	+0.0%	-8.2%	+10.0%	➖ noise
91	duckdb:duckdb	+1.4%	+0.0%	+1.4%	+12.6%	➖ noise
91	duckdb:vortex-compact	+1.4%	+0.0%	+1.4%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	-1.9%	+0.0%	-1.9%	+10.0%	➖ noise
92	datafusion:vortex-compact	+2.1%	-1.8%	+4.0%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	-4.6%	-1.8%	-2.8%	+10.0%	➖ noise
92	duckdb:duckdb	-0.4%	-1.8%	+1.4%	+10.0%	➖ noise
92	duckdb:vortex-compact	-2.8%	-1.8%	-1.0%	+15.5%	➖ noise
92	duckdb:vortex-file-compressed	-3.0%	-1.8%	-1.2%	+12.2%	➖ noise
93	datafusion:vortex-compact	-4.3%	+3.8%	-7.8%	+12.0%	➖ noise
93	datafusion:vortex-file-compressed	-1.9%	+3.8%	-5.4%	+12.3%	➖ noise
93	duckdb:duckdb	-13.4%	+3.8%	-16.6%	+17.1%	✅ faster
93	duckdb:vortex-compact	-0.4%	+3.8%	-4.0%	+14.7%	➖ noise
93	duckdb:vortex-file-compressed	+0.2%	+3.8%	-3.5%	+11.1%	➖ noise
94	datafusion:vortex-compact	-0.5%	-0.3%	-0.2%	+11.1%	➖ noise
94	datafusion:vortex-file-compressed	-2.7%	-0.3%	-2.4%	+10.8%	➖ noise
94	duckdb:duckdb	-1.7%	-0.3%	-1.5%	+13.8%	➖ noise
94	duckdb:vortex-compact	+3.0%	-0.3%	+3.3%	+14.3%	➖ noise
94	duckdb:vortex-file-compressed	+1.3%	-0.3%	+1.6%	+12.7%	➖ noise
95	datafusion:vortex-compact	+1.6%	+1.2%	+0.4%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	-3.2%	+1.2%	-4.4%	+11.2%	➖ noise
95	duckdb:duckdb	-17.3%	+1.2%	-18.3%	+20.6%	✅ faster
95	duckdb:vortex-compact	-6.5%	+1.2%	-7.6%	+19.3%	➖ noise
95	duckdb:vortex-file-compressed	-11.5%	+1.2%	-12.6%	+15.9%	➖ noise
96	datafusion:vortex-compact	+1.9%	+1.1%	+0.9%	+11.5%	➖ noise
96	datafusion:vortex-file-compressed	+6.6%	+1.1%	+5.5%	+14.4%	➖ noise
96	duckdb:duckdb	-3.8%	+1.1%	-4.9%	+18.8%	➖ noise
96	duckdb:vortex-compact	+1.1%	+1.1%	+0.0%	+10.2%	➖ noise
96	duckdb:vortex-file-compressed	+6.3%	+1.1%	+5.2%	+14.8%	➖ noise
97	datafusion:vortex-compact	-5.0%	+2.6%	-7.4%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-3.4%	+2.6%	-5.9%	+10.7%	➖ noise
97	duckdb:duckdb	+3.1%	+2.6%	+0.5%	+10.0%	➖ noise
97	duckdb:vortex-compact	-1.3%	+2.6%	-3.8%	+13.9%	➖ noise
97	duckdb:vortex-file-compressed	-3.6%	+2.6%	-6.0%	+17.3%	➖ noise
98	datafusion:vortex-compact	-8.7%	+2.8%	-11.2%	+10.0%	✅ faster
98	datafusion:vortex-file-compressed	-2.2%	+2.8%	-4.9%	+10.0%	➖ noise
98	duckdb:duckdb	-3.5%	+2.8%	-6.2%	+13.3%	➖ noise
98	duckdb:vortex-compact	-0.3%	+2.8%	-3.0%	+13.1%	➖ noise
98	duckdb:vortex-file-compressed	-7.3%	+2.8%	-9.9%	+17.7%	➖ noise
99	datafusion:vortex-compact	-7.1%	+0.3%	-7.4%	+16.1%	➖ noise
99	datafusion:vortex-file-compressed	-2.7%	+0.3%	-3.0%	+18.6%	➖ noise
99	duckdb:duckdb	+1.4%	+0.3%	+1.1%	+30.5%	➖ noise
99	duckdb:vortex-compact	-7.7%	+0.3%	-8.0%	+17.8%	➖ noise
99	duckdb:vortex-file-compressed	-4.6%	+0.3%	-4.9%	+23.6%	➖ noise

[github-actions]

Benchmarks: FineWeb NVMe

Summary

• Overall: 1.045x ➖
• Vortex: 1.034x ➖
• Parquet: 1.068x ➖

Verdict

No clear signal

• Attributed Vortex impact: -3.2%
• Confidence: low
• Environment shift: +6.8%

Statistical Summary

• Systemic shift (parquet controls): +6.8%
• Control sigma: +1.6%
• Residual noise: +4.0%
• Median polish overall: +4.4%

datafusion / vortex-file-compressed (0.981x ➖, 4↑ 2↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	6384626	4314088	1.48
fineweb_q01/datafusion:vortex-file-compressed	28553717	26115242	1.09
fineweb_q02/datafusion:vortex-file-compressed 🚨	33028881	29369508	1.12
fineweb_q03/datafusion:vortex-file-compressed 🚀	88417348	112535454	0.79
fineweb_q04/datafusion:vortex-file-compressed	231109719	225939068	1.02
fineweb_q05/datafusion:vortex-file-compressed 🚀	203039248	225848304	0.90
fineweb_q06/datafusion:vortex-file-compressed 🚀	73360981	93576266	0.78
fineweb_q07/datafusion:vortex-file-compressed 🚀	72800839	92337303	0.79
fineweb_q08/datafusion:vortex-file-compressed	27171285	26251100	1.04

datafusion / vortex-compact (1.034x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	4738943	5239045	0.90
fineweb_q01/datafusion:vortex-compact	168749753	168403148	1.00
fineweb_q02/datafusion:vortex-compact	167840233	167772216	1.00
fineweb_q03/datafusion:vortex-compact	1460512825	1446869774	1.01
fineweb_q04/datafusion:vortex-compact	1624971610	1568843054	1.04
fineweb_q05/datafusion:vortex-compact	1334569471	1241341216	1.08
fineweb_q06/datafusion:vortex-compact	733658596	698679210	1.05
fineweb_q07/datafusion:vortex-compact	772644408	727180842	1.06
fineweb_q08/datafusion:vortex-compact 🚨	25849564	21844616	1.18

datafusion / parquet (1.077x ➖, 0↑ 2↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	6733566	6013717	1.12
fineweb_q01/datafusion:parquet	287816214	271675860	1.06
fineweb_q02/datafusion:parquet	294231038	277044197	1.06
fineweb_q03/datafusion:parquet	297202750	273178948	1.09
fineweb_q04/datafusion:parquet	309828139	284777482	1.09
fineweb_q05/datafusion:parquet 🚨	312834803	284148000	1.10
fineweb_q06/datafusion:parquet	297857064	285351300	1.04
fineweb_q07/datafusion:parquet	285005563	269839528	1.06
fineweb_q08/datafusion:parquet	288352537	267471298	1.08

duckdb / vortex-file-compressed (1.057x ➖, 0↑ 2↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	3834300	3206809	1.20
fineweb_q01/duckdb:vortex-file-compressed 🚨	32430442	27390972	1.18
fineweb_q02/duckdb:vortex-file-compressed	29227253	28533218	1.02
fineweb_q03/duckdb:vortex-file-compressed	133607137	144940259	0.92
fineweb_q04/duckdb:vortex-file-compressed	224197821	209212486	1.07
fineweb_q05/duckdb:vortex-file-compressed	198789753	187582938	1.06
fineweb_q06/duckdb:vortex-file-compressed	76457690	70849911	1.08
fineweb_q07/duckdb:vortex-file-compressed	72208541	69861092	1.03
fineweb_q08/duckdb:vortex-file-compressed	26605308	27446121	0.97

duckdb / vortex-compact (1.067x ➖, 0↑ 2↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	4639256	4043737	1.15
fineweb_q01/duckdb:vortex-compact	109375629	100558912	1.09
fineweb_q02/duckdb:vortex-compact	118774493	115833016	1.03
fineweb_q03/duckdb:vortex-compact	869667416	860087163	1.01
fineweb_q04/duckdb:vortex-compact	928182334	905777362	1.02
fineweb_q05/duckdb:vortex-compact	830118486	810789554	1.02
fineweb_q06/duckdb:vortex-compact	475741725	464543121	1.02
fineweb_q07/duckdb:vortex-compact	509501246	472751869	1.08
fineweb_q08/duckdb:vortex-compact 🚨	26999672	22579316	1.20

duckdb / parquet (1.059x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	38757495	35964587	1.08
fineweb_q01/duckdb:parquet	99906747	91990525	1.09
fineweb_q02/duckdb:parquet	104399453	97015869	1.08
fineweb_q03/duckdb:parquet	317517321	307349907	1.03
fineweb_q04/duckdb:parquet	447352329	435985819	1.03
fineweb_q05/duckdb:parquet	424062005	409093100	1.04
fineweb_q06/duckdb:parquet	207108316	197472508	1.05
fineweb_q07/duckdb:parquet	219665341	209153985	1.05
fineweb_q08/duckdb:parquet 🚨	63492297	57542639	1.10

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-9.5%	+9.8%	-17.7%	+59.9%	➖ noise
0	datafusion:vortex-file-compressed	+48.0%	+9.8%	+34.7%	+93.6%	➖ noise
0	duckdb:vortex-compact	+14.7%	+9.8%	+4.4%	+39.7%	➖ noise
0	duckdb:vortex-file-compressed	+19.6%	+9.8%	+8.8%	+53.3%	➖ noise
1	datafusion:vortex-compact	+0.2%	+7.3%	-6.6%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+9.3%	+7.3%	+1.9%	+21.7%	➖ noise
1	duckdb:vortex-compact	+8.8%	+7.3%	+1.4%	+11.9%	➖ noise
1	duckdb:vortex-file-compressed	+18.4%	+7.3%	+10.4%	+35.3%	➖ noise
2	datafusion:vortex-compact	+0.0%	+6.9%	-6.4%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+12.5%	+6.9%	+5.2%	+10.8%	➖ noise
2	duckdb:vortex-compact	+2.5%	+6.9%	-4.1%	+10.9%	➖ noise
2	duckdb:vortex-file-compressed	+2.4%	+6.9%	-4.2%	+13.9%	➖ noise
3	datafusion:vortex-compact	+0.9%	+6.0%	-4.8%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-21.4%	+6.0%	-25.9%	+35.0%	➖ noise
3	duckdb:vortex-compact	+1.1%	+6.0%	-4.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-7.8%	+6.0%	-13.0%	+36.2%	➖ noise
4	datafusion:vortex-compact	+3.6%	+5.7%	-2.0%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.3%	+5.7%	-3.2%	+11.0%	➖ noise
4	duckdb:vortex-compact	+2.5%	+5.7%	-3.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+7.2%	+5.7%	+1.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	+7.5%	+6.8%	+0.6%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-10.1%	+6.8%	-15.8%	+10.0%	✅ faster
5	duckdb:vortex-compact	+2.4%	+6.8%	-4.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+6.0%	+6.8%	-0.8%	+10.0%	➖ noise
6	datafusion:vortex-compact	+5.0%	+4.6%	+0.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-21.6%	+4.6%	-25.1%	+20.8%	✅ faster
6	duckdb:vortex-compact	+2.4%	+4.6%	-2.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.9%	+4.6%	+3.1%	+10.8%	➖ noise
7	datafusion:vortex-compact	+6.3%	+5.3%	+0.9%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-21.2%	+5.3%	-25.1%	+23.8%	✅ faster
7	duckdb:vortex-compact	+7.8%	+5.3%	+2.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+3.4%	+5.3%	-1.9%	+10.0%	➖ noise
8	datafusion:vortex-compact	+18.3%	+9.1%	+8.5%	+31.3%	➖ noise
8	datafusion:vortex-file-compressed	+3.5%	+9.1%	-5.1%	+49.5%	➖ noise
8	duckdb:vortex-compact	+19.6%	+9.1%	+9.6%	+20.7%	➖ noise
8	duckdb:vortex-file-compressed	-3.1%	+9.1%	-11.1%	+14.5%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Summary

• Overall: 0.988x ➖
• Vortex: 0.973x ➖
• Parquet: 1.018x ➖

Verdict

No clear signal

• Attributed Vortex impact: -4.4%
• Confidence: low
• Environment shift: +1.8%

Statistical Summary

• Systemic shift (parquet controls): +1.8%
• Control sigma: +2.7%
• Residual noise: +3.2%
• Median polish overall: +2.2%

datafusion / vortex-file-compressed (0.974x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	34451139	30409387	1.13
fineweb_q01/datafusion:vortex-file-compressed	581601531	533024443	1.09
fineweb_q02/datafusion:vortex-file-compressed	530394214	577923005	0.92
fineweb_q03/datafusion:vortex-file-compressed	1336444031	1381043757	0.97
fineweb_q04/datafusion:vortex-file-compressed	1355143310	1408667512	0.96
fineweb_q05/datafusion:vortex-file-compressed	1338516029	1396187927	0.96
fineweb_q06/datafusion:vortex-file-compressed	1462160866	1605771385	0.91
fineweb_q07/datafusion:vortex-file-compressed	1395332921	1437341261	0.97
fineweb_q08/datafusion:vortex-file-compressed	549060307	620099214	0.89

datafusion / vortex-compact (0.949x ➖, 1↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	27438621	49347980	0.56
fineweb_q01/datafusion:vortex-compact	560093895	557202266	1.01
fineweb_q02/datafusion:vortex-compact	625348658	636406342	0.98
fineweb_q03/datafusion:vortex-compact	1892077350	1848677130	1.02
fineweb_q04/datafusion:vortex-compact	2281482066	2232322917	1.02
fineweb_q05/datafusion:vortex-compact	1755823380	1687853048	1.04
fineweb_q06/datafusion:vortex-compact	1459641217	1414193363	1.03
fineweb_q07/datafusion:vortex-compact	1346058836	1325162019	1.02
fineweb_q08/datafusion:vortex-compact	434547154	437609859	0.99

datafusion / parquet (1.018x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1177130903	1111660068	1.06
fineweb_q01/datafusion:parquet	1695427376	1897647484	0.89
fineweb_q02/datafusion:parquet	1791752499	1822071322	0.98
fineweb_q03/datafusion:parquet	1870264606	1784769786	1.05
fineweb_q04/datafusion:parquet	1851630048	1809033242	1.02
fineweb_q05/datafusion:parquet	1776131769	1828002278	0.97
fineweb_q06/datafusion:parquet	1953169744	1781529198	1.10
fineweb_q07/datafusion:parquet	1936207366	1786643275	1.08
fineweb_q08/datafusion:parquet	1805187809	1777386626	1.02

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

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	101087001	95575965	1.06
fineweb_q01/duckdb:vortex-file-compressed	561661588	571656262	0.98
fineweb_q02/duckdb:vortex-file-compressed	446619024	508725923	0.88
fineweb_q03/duckdb:vortex-file-compressed	1558482819	1544011973	1.01
fineweb_q04/duckdb:vortex-file-compressed	1549887630	1512904681	1.02
fineweb_q05/duckdb:vortex-file-compressed	1513466285	1545082082	0.98
fineweb_q06/duckdb:vortex-file-compressed	1748893971	1752603680	1.00
fineweb_q07/duckdb:vortex-file-compressed	1574841667	1842175278	0.85
fineweb_q08/duckdb:vortex-file-compressed	668829763	780005579	0.86

duckdb / vortex-compact (1.014x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	82851295	91019234	0.91
fineweb_q01/duckdb:vortex-compact	522074391	580110342	0.90
fineweb_q02/duckdb:vortex-compact	597838154	576035459	1.04
fineweb_q03/duckdb:vortex-compact	1739310924	1629689694	1.07
fineweb_q04/duckdb:vortex-compact	1890857745	1776134880	1.06
fineweb_q05/duckdb:vortex-compact	1651394983	1536398176	1.07
fineweb_q06/duckdb:vortex-compact	1636636006	1521549974	1.08
fineweb_q07/duckdb:vortex-compact	1396796041	1365770003	1.02
fineweb_q08/duckdb:vortex-compact	499106892	503708549	0.99

duckdb / parquet (1.018x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1049796546	1053387650	1.00
fineweb_q01/duckdb:parquet	1737421600	1588900720	1.09
fineweb_q02/duckdb:parquet	1662559408	1653100983	1.01
fineweb_q03/duckdb:parquet	4106463633	4059867217	1.01
fineweb_q04/duckdb:parquet	1817007997	1847014202	0.98
fineweb_q05/duckdb:parquet	2726431307	2659987544	1.02
fineweb_q06/duckdb:parquet	3333813718	3307011257	1.01
fineweb_q07/duckdb:parquet	4073723179	3889637034	1.05
fineweb_q08/duckdb:parquet	1065890299	1073336502	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-44.4%	+2.7%	-45.9%	+187.5%	➖ noise
0	datafusion:vortex-file-compressed	+13.3%	+2.7%	+10.3%	+208.3%	➖ noise
0	duckdb:vortex-compact	-9.0%	+2.7%	-11.4%	+49.8%	➖ noise
0	duckdb:vortex-file-compressed	+5.8%	+2.7%	+3.0%	+34.2%	➖ noise
1	datafusion:vortex-compact	+0.5%	-1.2%	+1.7%	+87.9%	➖ noise
1	datafusion:vortex-file-compressed	+9.1%	-1.2%	+10.4%	+53.4%	➖ noise
1	duckdb:vortex-compact	-10.0%	-1.2%	-8.9%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-1.7%	-1.2%	-0.6%	+51.0%	➖ noise
2	datafusion:vortex-compact	-1.7%	-0.6%	-1.2%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-8.2%	-0.6%	-7.7%	+38.3%	➖ noise
2	duckdb:vortex-compact	+3.8%	-0.6%	+4.4%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-12.2%	-0.6%	-11.7%	+30.0%	➖ noise
3	datafusion:vortex-compact	+2.3%	+3.0%	-0.6%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-3.2%	+3.0%	-6.0%	+30.0%	➖ noise
3	duckdb:vortex-compact	+6.7%	+3.0%	+3.7%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.9%	+3.0%	-2.0%	+30.0%	➖ noise
4	datafusion:vortex-compact	+2.2%	+0.3%	+1.9%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.8%	+0.3%	-4.1%	+30.0%	➖ noise
4	duckdb:vortex-compact	+6.5%	+0.3%	+6.1%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.4%	+0.3%	+2.1%	+30.0%	➖ noise
5	datafusion:vortex-compact	+4.0%	-0.2%	+4.2%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-4.1%	-0.2%	-3.9%	+30.0%	➖ noise
5	duckdb:vortex-compact	+7.5%	-0.2%	+7.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.0%	-0.2%	-1.8%	+30.0%	➖ noise
6	datafusion:vortex-compact	+3.2%	+5.1%	-1.8%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-8.9%	+5.1%	-13.4%	+30.0%	➖ noise
6	duckdb:vortex-compact	+7.6%	+5.1%	+2.3%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.2%	+5.1%	-5.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	+1.6%	+6.5%	-4.7%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-2.9%	+6.5%	-8.9%	+30.0%	➖ noise
7	duckdb:vortex-compact	+2.3%	+6.5%	-4.0%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-14.5%	+6.5%	-19.8%	+30.0%	➖ noise
8	datafusion:vortex-compact	-0.7%	+0.4%	-1.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-11.5%	+0.4%	-11.8%	+46.8%	➖ noise
8	duckdb:vortex-compact	-0.9%	+0.4%	-1.3%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-14.3%	+0.4%	-14.6%	+30.0%	➖ noise

[github-actions]

Benchmarks: PolarSignals Profiling

Summary

• Overall: 0.969x ➖
• Vortex: 0.969x ➖

datafusion / vortex-file-compressed (0.969x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base e523a58 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	113872621	120762752	0.94
polarsignals_q01/datafusion:vortex-file-compressed	342259877	359688663	0.95
polarsignals_q02/datafusion:vortex-file-compressed	20988767	21675435	0.97
polarsignals_q03/datafusion:vortex-file-compressed	347323683	359579808	0.97
polarsignals_q04/datafusion:vortex-file-compressed	12966834	13088602	0.99
polarsignals_q05/datafusion:vortex-file-compressed	16579830	18054856	0.92
polarsignals_q06/datafusion:vortex-file-compressed	21042266	21300286	0.99
polarsignals_q07/datafusion:vortex-file-compressed	12517013	12839995	0.97
polarsignals_q08/datafusion:vortex-file-compressed	437908754	444908145	0.98
polarsignals_q09/datafusion:vortex-file-compressed	11211707	11137452	1.01

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Summary

• Overall: 1.001x ➖
• Vortex: 1.000x ➖
• Parquet: 0.994x ➖

Verdict

No clear signal

• Attributed Vortex impact: +0.8%
• Confidence: low
• Environment shift: -0.6%

Statistical Summary

• Systemic shift (parquet controls): -0.6%
• Control sigma: +2.3%
• Residual noise: +1.1%
• Median polish overall: -0.1%

datafusion / vortex-file-compressed (0.999x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	421333163	435221468	0.97
tpch_q02/datafusion:vortex-file-compressed	157432399	158767796	0.99
tpch_q03/datafusion:vortex-file-compressed	243637736	246079706	0.99
tpch_q04/datafusion:vortex-file-compressed	110153214	105695232	1.04
tpch_q05/datafusion:vortex-file-compressed	453037848	452838777	1.00
tpch_q06/datafusion:vortex-file-compressed	40466174	40170966	1.01
tpch_q07/datafusion:vortex-file-compressed	639912792	638825053	1.00
tpch_q08/datafusion:vortex-file-compressed	457101242	459154798	1.00
tpch_q09/datafusion:vortex-file-compressed	809206179	792488103	1.02
tpch_q10/datafusion:vortex-file-compressed	283866603	285711454	0.99
tpch_q11/datafusion:vortex-file-compressed	116236583	115452147	1.01
tpch_q12/datafusion:vortex-file-compressed	125322562	125982796	0.99
tpch_q13/datafusion:vortex-file-compressed	226420365	223906564	1.01
tpch_q14/datafusion:vortex-file-compressed	71951763	72434678	0.99
tpch_q15/datafusion:vortex-file-compressed	107618902	107243396	1.00
tpch_q16/datafusion:vortex-file-compressed	91283311	93498632	0.98
tpch_q17/datafusion:vortex-file-compressed	734226140	730316256	1.01
tpch_q18/datafusion:vortex-file-compressed	961883760	961898876	1.00
tpch_q19/datafusion:vortex-file-compressed	127014173	127879244	0.99
tpch_q20/datafusion:vortex-file-compressed	200089913	198315031	1.01
tpch_q21/datafusion:vortex-file-compressed	748867688	751988940	1.00
tpch_q22/datafusion:vortex-file-compressed	59634385	60401234	0.99

datafusion / vortex-compact (1.001x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	480271539	468967354	1.02
tpch_q02/datafusion:vortex-compact	163538633	159873167	1.02
tpch_q03/datafusion:vortex-compact	261438141	261329178	1.00
tpch_q04/datafusion:vortex-compact	127225901	126345205	1.01
tpch_q05/datafusion:vortex-compact	469111349	464461027	1.01
tpch_q06/datafusion:vortex-compact	62373258	63301329	0.99
tpch_q07/datafusion:vortex-compact	669247828	666629391	1.00
tpch_q08/datafusion:vortex-compact	473878108	474576839	1.00
tpch_q09/datafusion:vortex-compact	809201504	806769761	1.00
tpch_q10/datafusion:vortex-compact	318485000	326186051	0.98
tpch_q11/datafusion:vortex-compact	120539133	124790355	0.97
tpch_q12/datafusion:vortex-compact	181841177	183530366	0.99
tpch_q13/datafusion:vortex-compact	273620653	273937700	1.00
tpch_q14/datafusion:vortex-compact	88407238	91116564	0.97
tpch_q15/datafusion:vortex-compact	166631026	167798557	0.99
tpch_q16/datafusion:vortex-compact	100709839	99447450	1.01
tpch_q17/datafusion:vortex-compact	741395282	732153966	1.01
tpch_q18/datafusion:vortex-compact	971715136	967646734	1.00
tpch_q19/datafusion:vortex-compact	241375586	228295918	1.06
tpch_q20/datafusion:vortex-compact	223328001	226260636	0.99
tpch_q21/datafusion:vortex-compact	795225650	793938363	1.00
tpch_q22/datafusion:vortex-compact	69793176	69745157	1.00

datafusion / parquet (0.997x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	464836548	467134874	1.00
tpch_q02/datafusion:parquet	256093646	263431615	0.97
tpch_q03/datafusion:parquet	388546915	392546323	0.99
tpch_q04/datafusion:parquet	147367903	148527827	0.99
tpch_q05/datafusion:parquet	574622815	564288921	1.02
tpch_q06/datafusion:parquet	129338110	134237993	0.96
tpch_q07/datafusion:parquet	795449728	780492163	1.02
tpch_q08/datafusion:parquet	632422291	631486594	1.00
tpch_q09/datafusion:parquet	942880883	955839824	0.99
tpch_q10/datafusion:parquet	595770649	601917940	0.99
tpch_q11/datafusion:parquet	191029753	192114057	0.99
tpch_q12/datafusion:parquet	251432051	246509300	1.02
tpch_q13/datafusion:parquet	334373246	341146677	0.98
tpch_q14/datafusion:parquet	196970410	200436987	0.98
tpch_q15/datafusion:parquet	256484986	253021018	1.01
tpch_q16/datafusion:parquet	173535656	174641326	0.99
tpch_q17/datafusion:parquet	828097568	826028867	1.00
tpch_q18/datafusion:parquet	1017446055	1016959588	1.00
tpch_q19/datafusion:parquet	327585119	312998019	1.05
tpch_q20/datafusion:parquet	366176021	374581772	0.98
tpch_q21/datafusion:parquet	883448277	884405575	1.00
tpch_q22/datafusion:parquet	219105763	219974608	1.00

datafusion / arrow (1.020x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	704827638	719574087	0.98
tpch_q02/datafusion:arrow	202313232	203908469	0.99
tpch_q03/datafusion:arrow	548525679	538776346	1.02
tpch_q04/datafusion:arrow	393394652	385990950	1.02
tpch_q05/datafusion:arrow	1081101355	1035958468	1.04
tpch_q06/datafusion:arrow	321853754	312189782	1.03
tpch_q07/datafusion:arrow	1387687130	1340182962	1.04
tpch_q08/datafusion:arrow	1327786354	1278001926	1.04
tpch_q09/datafusion:arrow	1577775980	1535713073	1.03
tpch_q10/datafusion:arrow	691875110	660544109	1.05
tpch_q11/datafusion:arrow	182053017	176767057	1.03
tpch_q12/datafusion:arrow	735634395	738370088	1.00
tpch_q13/datafusion:arrow	533539338	530870582	1.01
tpch_q14/datafusion:arrow	352629364	349415007	1.01
tpch_q15/datafusion:arrow	745463474	739886598	1.01
tpch_q16/datafusion:arrow	122932450	118167776	1.04
tpch_q17/datafusion:arrow	1563586258	1539829838	1.02
tpch_q18/datafusion:arrow	2143265159	2107176929	1.02
tpch_q19/datafusion:arrow	579420189	569750985	1.02
tpch_q20/datafusion:arrow	563699948	550496273	1.02
tpch_q21/datafusion:arrow	4123933895	4055337654	1.02
tpch_q22/datafusion:arrow	181954424	174686734	1.04

duckdb / vortex-file-compressed (1.004x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	175089795	175974664	0.99
tpch_q02/duckdb:vortex-file-compressed	53478485	51812285	1.03
tpch_q03/duckdb:vortex-file-compressed	129058427	127260219	1.01
tpch_q04/duckdb:vortex-file-compressed	150634788	149622568	1.01
tpch_q05/duckdb:vortex-file-compressed	130692192	130971271	1.00
tpch_q06/duckdb:vortex-file-compressed	48379462	48993562	0.99
tpch_q07/duckdb:vortex-file-compressed	146106479	146473829	1.00
tpch_q08/duckdb:vortex-file-compressed	176292260	176700356	1.00
tpch_q09/duckdb:vortex-file-compressed	330983954	332757522	0.99
tpch_q10/duckdb:vortex-file-compressed	153108377	152527130	1.00
tpch_q11/duckdb:vortex-file-compressed	36448413	35551451	1.03
tpch_q12/duckdb:vortex-file-compressed	95578328	94052879	1.02
tpch_q13/duckdb:vortex-file-compressed	244984831	245460051	1.00
tpch_q14/duckdb:vortex-file-compressed	69017879	69678691	0.99
tpch_q15/duckdb:vortex-file-compressed	98672224	98214196	1.00
tpch_q16/duckdb:vortex-file-compressed	77866106	78934020	0.99
tpch_q17/duckdb:vortex-file-compressed	100642429	99411004	1.01
tpch_q18/duckdb:vortex-file-compressed	290276756	277176598	1.05
tpch_q19/duckdb:vortex-file-compressed	89320723	90117010	0.99
tpch_q20/duckdb:vortex-file-compressed	163688320	164030576	1.00
tpch_q21/duckdb:vortex-file-compressed	554362521	553865925	1.00
tpch_q22/duckdb:vortex-file-compressed	77595649	77699204	1.00

duckdb / vortex-compact (0.995x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	229105666	229605656	1.00
tpch_q02/duckdb:vortex-compact	58766195	58262783	1.01
tpch_q03/duckdb:vortex-compact	141628410	142621038	0.99
tpch_q04/duckdb:vortex-compact	177488719	175969796	1.01
tpch_q05/duckdb:vortex-compact	145881015	146647961	0.99
tpch_q06/duckdb:vortex-compact	83696468	84798377	0.99
tpch_q07/duckdb:vortex-compact	206989313	210613773	0.98
tpch_q08/duckdb:vortex-compact	188743889	189237355	1.00
tpch_q09/duckdb:vortex-compact	362093688	361345791	1.00
tpch_q10/duckdb:vortex-compact	186359711	184041160	1.01
tpch_q11/duckdb:vortex-compact	42005702	43363500	0.97
tpch_q12/duckdb:vortex-compact	207566610	210269483	0.99
tpch_q13/duckdb:vortex-compact	291041950	289917387	1.00
tpch_q14/duckdb:vortex-compact	100918601	102293024	0.99
tpch_q15/duckdb:vortex-compact	119832220	119086898	1.01
tpch_q16/duckdb:vortex-compact	84405603	84839791	0.99
tpch_q17/duckdb:vortex-compact	116424987	118845205	0.98
tpch_q18/duckdb:vortex-compact	292747009	294975275	0.99
tpch_q19/duckdb:vortex-compact	114676707	114282002	1.00
tpch_q20/duckdb:vortex-compact	207290810	207015355	1.00
tpch_q21/duckdb:vortex-compact	628028348	630320115	1.00
tpch_q22/duckdb:vortex-compact	89029812	89895229	0.99

duckdb / parquet (0.992x ➖, 1↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	258078667	266612342	0.97
tpch_q02/duckdb:parquet	96993612	103295463	0.94
tpch_q03/duckdb:parquet	211044382	211714166	1.00
tpch_q04/duckdb:parquet	134241704	137678602	0.98
tpch_q05/duckdb:parquet	220897127	216472216	1.02
tpch_q06/duckdb:parquet	69108971	67240119	1.03
tpch_q07/duckdb:parquet	180107111	179492997	1.00
tpch_q08/duckdb:parquet	252039470	256494073	0.98
tpch_q09/duckdb:parquet	461767547	457787242	1.01
tpch_q10/duckdb:parquet	612368027	606442389	1.01
tpch_q11/duckdb:parquet 🚀	39846834	45515855	0.88
tpch_q12/duckdb:parquet	126012802	125888302	1.00
tpch_q13/duckdb:parquet 🚨	465404315	421537898	1.10
tpch_q14/duckdb:parquet	172467968	173153615	1.00
tpch_q15/duckdb:parquet	98062178	96502153	1.02
tpch_q16/duckdb:parquet	155001261	162969777	0.95
tpch_q17/duckdb:parquet	176939500	179853143	0.98
tpch_q18/duckdb:parquet	351908025	342704957	1.03
tpch_q19/duckdb:parquet	276095759	291038416	0.95
tpch_q20/duckdb:parquet	228788552	229849264	1.00
tpch_q21/duckdb:parquet	570508394	565261466	1.01
tpch_q22/duckdb:parquet	289797105	288904117	1.00

duckdb / duckdb (0.996x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116706234	117047811	1.00
tpch_q02/duckdb:duckdb	46519734	44680914	1.04
tpch_q03/duckdb:duckdb	96774081	97171322	1.00
tpch_q04/duckdb:duckdb	129959854	129660837	1.00
tpch_q05/duckdb:duckdb	108223266	109434204	0.99
tpch_q06/duckdb:duckdb	39622843	39767544	1.00
tpch_q07/duckdb:duckdb	86136438	86349580	1.00
tpch_q08/duckdb:duckdb	109399898	109355140	1.00
tpch_q09/duckdb:duckdb	275897129	278382831	0.99
tpch_q10/duckdb:duckdb	202195505	202828375	1.00
tpch_q11/duckdb:duckdb	15127519	15587865	0.97
tpch_q12/duckdb:duckdb	83878748	84016860	1.00
tpch_q13/duckdb:duckdb	257690506	249928194	1.03
tpch_q14/duckdb:duckdb	70289363	72617841	0.97
tpch_q15/duckdb:duckdb	78481608	78559717	1.00
tpch_q16/duckdb:duckdb	71831450	72981402	0.98
tpch_q17/duckdb:duckdb	84214390	84479912	1.00
tpch_q18/duckdb:duckdb	212933391	212091085	1.00
tpch_q19/duckdb:duckdb	116005081	116092341	1.00
tpch_q20/duckdb:duckdb	111887471	112086176	1.00
tpch_q21/duckdb:duckdb	296715488	298579394	0.99
tpch_q22/duckdb:duckdb	66430499	68590135	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-2.0%	-1.9%	-0.2%	+11.9%	➖ noise
1	datafusion:vortex-compact	+2.4%	-1.9%	+4.3%	+13.8%	➖ noise
1	datafusion:vortex-file-compressed	-3.2%	-1.9%	-1.4%	+14.5%	➖ noise
1	duckdb:duckdb	-0.3%	-1.9%	+1.6%	+11.9%	➖ noise
1	duckdb:vortex-compact	-0.2%	-1.9%	+1.7%	+12.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.5%	-1.9%	+1.4%	+13.1%	➖ noise
2	datafusion:arrow	-0.8%	-4.5%	+3.8%	+10.0%	➖ noise
2	datafusion:vortex-compact	+2.3%	-4.5%	+7.1%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.8%	-4.5%	+3.8%	+10.0%	➖ noise
2	duckdb:duckdb	+4.1%	-4.5%	+9.0%	+17.9%	➖ noise
2	duckdb:vortex-compact	+0.9%	-4.5%	+5.6%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+3.2%	-4.5%	+8.0%	+10.0%	➖ noise
3	datafusion:arrow	+1.8%	-0.7%	+2.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	+0.0%	-0.7%	+0.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.0%	-0.7%	-0.3%	+10.0%	➖ noise
3	duckdb:duckdb	-0.4%	-0.7%	+0.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.7%	-0.7%	-0.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.4%	-0.7%	+2.1%	+10.0%	➖ noise
4	datafusion:arrow	+1.9%	-1.6%	+3.6%	+10.0%	➖ noise
4	datafusion:vortex-compact	+0.7%	-1.6%	+2.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+4.2%	-1.6%	+6.0%	+10.0%	➖ noise
4	duckdb:duckdb	+0.2%	-1.6%	+1.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.9%	-1.6%	+2.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.7%	-1.6%	+2.4%	+10.0%	➖ noise
5	datafusion:arrow	+4.4%	+1.9%	+2.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	+1.0%	+1.9%	-0.9%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.0%	+1.9%	-1.9%	+10.0%	➖ noise
5	duckdb:duckdb	-1.1%	+1.9%	-3.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.5%	+1.9%	-2.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.2%	+1.9%	-2.1%	+10.0%	➖ noise
6	datafusion:arrow	+3.1%	-0.5%	+3.6%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.5%	-0.5%	-1.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.7%	-0.5%	+1.2%	+10.0%	➖ noise
6	duckdb:duckdb	-0.4%	-0.5%	+0.1%	+15.9%	➖ noise
6	duckdb:vortex-compact	-1.3%	-0.5%	-0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.3%	-0.5%	-0.8%	+11.0%	➖ noise
7	datafusion:arrow	+3.5%	+1.1%	+2.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	+0.4%	+1.1%	-0.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+0.2%	+1.1%	-0.9%	+10.0%	➖ noise
7	duckdb:duckdb	-0.2%	+1.1%	-1.4%	+11.3%	➖ noise
7	duckdb:vortex-compact	-1.7%	+1.1%	-2.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.3%	+1.1%	-1.4%	+10.0%	➖ noise
8	datafusion:arrow	+3.9%	-0.8%	+4.7%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.1%	-0.8%	+0.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.4%	-0.8%	+0.4%	+10.0%	➖ noise
8	duckdb:duckdb	+0.0%	-0.8%	+0.8%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.3%	-0.8%	+0.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.2%	-0.8%	+0.6%	+10.0%	➖ noise
9	datafusion:arrow	+2.7%	-0.2%	+3.0%	+10.0%	➖ noise
9	datafusion:vortex-compact	+0.3%	-0.2%	+0.6%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.1%	-0.2%	+2.4%	+10.0%	➖ noise
9	duckdb:duckdb	-0.9%	-0.2%	-0.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.2%	-0.2%	+0.5%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.5%	-0.2%	-0.3%	+10.0%	➖ noise
10	datafusion:arrow	+4.7%	-0.0%	+4.8%	+10.0%	➖ noise
10	datafusion:vortex-compact	-2.4%	-0.0%	-2.3%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.6%	-0.0%	-0.6%	+10.0%	➖ noise
10	duckdb:duckdb	-0.3%	-0.0%	-0.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	+1.3%	-0.0%	+1.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.4%	-0.0%	+0.4%	+10.0%	➖ noise
11	datafusion:arrow	+3.0%	-6.7%	+10.4%	+11.2%	➖ noise
11	datafusion:vortex-compact	-3.4%	-6.7%	+3.5%	+10.1%	➖ noise
11	datafusion:vortex-file-compressed	+0.7%	-6.7%	+7.9%	+10.2%	➖ noise
11	duckdb:duckdb	-3.0%	-6.7%	+4.0%	+21.0%	➖ noise
11	duckdb:vortex-compact	-3.1%	-6.7%	+3.8%	+12.9%	➖ noise
11	duckdb:vortex-file-compressed	+2.5%	-6.7%	+9.9%	+12.8%	➖ noise
12	datafusion:arrow	-0.4%	+1.0%	-1.4%	+34.9%	➖ noise
12	datafusion:vortex-compact	-0.9%	+1.0%	-1.9%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-0.5%	+1.0%	-1.6%	+10.0%	➖ noise
12	duckdb:duckdb	-0.2%	+1.0%	-1.2%	+10.0%	➖ noise
12	duckdb:vortex-compact	-1.3%	+1.0%	-2.3%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.6%	+1.0%	+0.6%	+10.0%	➖ noise
13	datafusion:arrow	+0.5%	+4.0%	-3.4%	+10.2%	➖ noise
13	datafusion:vortex-compact	-0.1%	+4.0%	-4.0%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.1%	+4.0%	-2.8%	+10.0%	➖ noise
13	duckdb:duckdb	+3.1%	+4.0%	-0.9%	+10.0%	➖ noise
13	duckdb:vortex-compact	+0.4%	+4.0%	-3.5%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.2%	+4.0%	-4.1%	+10.0%	➖ noise
14	datafusion:arrow	+0.9%	-1.1%	+2.0%	+10.0%	➖ noise
14	datafusion:vortex-compact	-3.0%	-1.1%	-1.9%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-0.7%	-1.1%	+0.4%	+10.0%	➖ noise
14	duckdb:duckdb	-3.2%	-1.1%	-2.2%	+11.1%	➖ noise
14	duckdb:vortex-compact	-1.3%	-1.1%	-0.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.9%	-1.1%	+0.1%	+10.0%	➖ noise
15	datafusion:arrow	+0.8%	+1.5%	-0.7%	+10.0%	➖ noise
15	datafusion:vortex-compact	-0.7%	+1.5%	-2.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.4%	+1.5%	-1.1%	+10.0%	➖ noise
15	duckdb:duckdb	-0.1%	+1.5%	-1.6%	+10.0%	➖ noise
15	duckdb:vortex-compact	+0.6%	+1.5%	-0.9%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.5%	+1.5%	-1.0%	+10.0%	➖ noise
16	datafusion:arrow	+4.0%	-2.8%	+7.0%	+10.0%	➖ noise
16	datafusion:vortex-compact	+1.3%	-2.8%	+4.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-2.4%	-2.8%	+0.4%	+10.0%	➖ noise
16	duckdb:duckdb	-1.6%	-2.8%	+1.2%	+10.0%	➖ noise
16	duckdb:vortex-compact	-0.5%	-2.8%	+2.3%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-1.4%	-2.8%	+1.5%	+10.0%	➖ noise
17	datafusion:arrow	+1.5%	-0.7%	+2.2%	+10.0%	➖ noise
17	datafusion:vortex-compact	+1.3%	-0.7%	+2.0%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.5%	-0.7%	+1.2%	+10.0%	➖ noise
17	duckdb:duckdb	-0.3%	-0.7%	+0.4%	+10.0%	➖ noise
17	duckdb:vortex-compact	-2.0%	-0.7%	-1.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+1.2%	-0.7%	+1.9%	+10.0%	➖ noise
18	datafusion:arrow	+1.7%	+1.4%	+0.3%	+12.1%	➖ noise
18	datafusion:vortex-compact	+0.4%	+1.4%	-0.9%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.0%	+1.4%	-1.3%	+10.0%	➖ noise
18	duckdb:duckdb	+0.4%	+1.4%	-0.9%	+10.0%	➖ noise
18	duckdb:vortex-compact	-0.8%	+1.4%	-2.1%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.7%	+1.4%	+3.3%	+10.0%	➖ noise
19	datafusion:arrow	+1.7%	-0.4%	+2.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	+5.7%	-0.4%	+6.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-0.7%	-0.4%	-0.3%	+10.0%	➖ noise
19	duckdb:duckdb	-0.1%	-0.4%	+0.3%	+10.0%	➖ noise
19	duckdb:vortex-compact	+0.3%	-0.4%	+0.7%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.9%	-0.4%	-0.5%	+10.0%	➖ noise
20	datafusion:arrow	+2.4%	-1.4%	+3.8%	+10.0%	➖ noise
20	datafusion:vortex-compact	-1.3%	-1.4%	+0.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+0.9%	-1.4%	+2.3%	+10.0%	➖ noise
20	duckdb:duckdb	-0.2%	-1.4%	+1.2%	+10.0%	➖ noise
20	duckdb:vortex-compact	+0.1%	-1.4%	+1.5%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-0.2%	-1.4%	+1.2%	+10.0%	➖ noise
21	datafusion:arrow	+1.7%	+0.4%	+1.3%	+10.0%	➖ noise
21	datafusion:vortex-compact	+0.2%	+0.4%	-0.2%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-0.4%	+0.4%	-0.8%	+10.0%	➖ noise
21	duckdb:duckdb	-0.6%	+0.4%	-1.0%	+10.0%	➖ noise
21	duckdb:vortex-compact	-0.4%	+0.4%	-0.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.1%	+0.4%	-0.3%	+10.0%	➖ noise
22	datafusion:arrow	+4.2%	-0.0%	+4.2%	+10.0%	➖ noise
22	datafusion:vortex-compact	+0.1%	-0.0%	+0.1%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-1.3%	-0.0%	-1.2%	+10.0%	➖ noise
22	duckdb:duckdb	-3.1%	-0.0%	-3.1%	+10.4%	➖ noise
22	duckdb:vortex-compact	-1.0%	-0.0%	-0.9%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.1%	-0.0%	-0.1%	+10.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Summary

• Overall: 1.039x ➖
• Vortex: 1.023x ➖
• Parquet: 1.072x ➖

Verdict

No clear signal

• Attributed Vortex impact: -4.6%
• Confidence: environment too noisy
• Environment shift: +7.2%

Statistical Summary

• Systemic shift (parquet controls): +7.2%
• Control sigma: +8.4%
• Residual noise: +8.1%
• Median polish overall: +3.2%

datafusion / vortex-file-compressed (1.056x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	723789169	702541865	1.03
tpch_q02/datafusion:vortex-file-compressed	693801219	613918715	1.13
tpch_q03/datafusion:vortex-file-compressed	854542186	759732968	1.12
tpch_q04/datafusion:vortex-file-compressed	598988438	592228422	1.01
tpch_q05/datafusion:vortex-file-compressed	1175056176	1053807039	1.12
tpch_q06/datafusion:vortex-file-compressed	655175361	672770031	0.97
tpch_q07/datafusion:vortex-file-compressed	1117500154	1207492074	0.93
tpch_q08/datafusion:vortex-file-compressed	1204870288	1232655117	0.98
tpch_q09/datafusion:vortex-file-compressed	1426040741	1387525795	1.03
tpch_q10/datafusion:vortex-file-compressed	1018802433	1001721685	1.02
tpch_q11/datafusion:vortex-file-compressed	525870738	487460111	1.08
tpch_q12/datafusion:vortex-file-compressed	909749070	923515731	0.99
tpch_q13/datafusion:vortex-file-compressed	450086035	427570394	1.05
tpch_q14/datafusion:vortex-file-compressed	589615461	597790061	0.99
tpch_q15/datafusion:vortex-file-compressed	1094417175	1058703732	1.03
tpch_q16/datafusion:vortex-file-compressed 🚨	422657725	298906696	1.41
tpch_q17/datafusion:vortex-file-compressed	1206400121	1185558820	1.02
tpch_q18/datafusion:vortex-file-compressed	1322391953	1532710913	0.86
tpch_q19/datafusion:vortex-file-compressed	706223401	645030053	1.09
tpch_q20/datafusion:vortex-file-compressed	1006133684	904051004	1.11
tpch_q21/datafusion:vortex-file-compressed	1788110806	1635196443	1.09
tpch_q22/datafusion:vortex-file-compressed	363237077	282250154	1.29

datafusion / vortex-compact (1.048x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	797778963	747570584	1.07
tpch_q02/datafusion:vortex-compact	671648914	653285077	1.03
tpch_q03/datafusion:vortex-compact	727051580	701665327	1.04
tpch_q04/datafusion:vortex-compact	503768539	524090385	0.96
tpch_q05/datafusion:vortex-compact	1020252247	962344639	1.06
tpch_q06/datafusion:vortex-compact	755717602	623110138	1.21
tpch_q07/datafusion:vortex-compact	1131682316	1098059722	1.03
tpch_q08/datafusion:vortex-compact	1263590234	1174062647	1.08
tpch_q09/datafusion:vortex-compact	1328441342	1280332000	1.04
tpch_q10/datafusion:vortex-compact 🚨	1397367545	896924062	1.56
tpch_q11/datafusion:vortex-compact	460160322	435412666	1.06
tpch_q12/datafusion:vortex-compact	945259200	845091402	1.12
tpch_q13/datafusion:vortex-compact	536514911	424168786	1.26
tpch_q14/datafusion:vortex-compact	789803613	725647681	1.09
tpch_q15/datafusion:vortex-compact	1205917874	1143200249	1.05
tpch_q16/datafusion:vortex-compact	345554962	397598932	0.87
tpch_q17/datafusion:vortex-compact	1226396837	1285237468	0.95
tpch_q18/datafusion:vortex-compact	1203949495	1287277496	0.94
tpch_q19/datafusion:vortex-compact	702556411	792261211	0.89
tpch_q20/datafusion:vortex-compact	966193696	934028316	1.03
tpch_q21/datafusion:vortex-compact	1540276364	1494814029	1.03
tpch_q22/datafusion:vortex-compact	435676797	495271627	0.88

datafusion / parquet (1.120x ➖, 0↑ 5↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	929255157	858700841	1.08
tpch_q02/datafusion:parquet 🚨	984127398	742213701	1.33
tpch_q03/datafusion:parquet 🚨	1498309767	1025101700	1.46
tpch_q04/datafusion:parquet	577545145	483549335	1.19
tpch_q05/datafusion:parquet 🚨	1605869368	1186447535	1.35
tpch_q06/datafusion:parquet 🚨	686080644	522153064	1.31
tpch_q07/datafusion:parquet 🚨	2136288061	1385757224	1.54
tpch_q08/datafusion:parquet	1964608981	1705503075	1.15
tpch_q09/datafusion:parquet	2132495993	1891378959	1.13
tpch_q10/datafusion:parquet	2218397575	2137184438	1.04
tpch_q11/datafusion:parquet	754082302	772924185	0.98
tpch_q12/datafusion:parquet	852573857	881633566	0.97
tpch_q13/datafusion:parquet	726059450	783625133	0.93
tpch_q14/datafusion:parquet	844084079	822906560	1.03
tpch_q15/datafusion:parquet	1152742477	1164038033	0.99
tpch_q16/datafusion:parquet	387579980	427253975	0.91
tpch_q17/datafusion:parquet	1474513449	1429994515	1.03
tpch_q18/datafusion:parquet	1789853815	1671776790	1.07
tpch_q19/datafusion:parquet	1027292883	917579590	1.12
tpch_q20/datafusion:parquet	1259782460	1106885728	1.14
tpch_q21/datafusion:parquet	1790711880	1776820369	1.01
tpch_q22/datafusion:parquet	744152590	652651347	1.14

duckdb / vortex-file-compressed (0.999x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	592478366	625939910	0.95
tpch_q02/duckdb:vortex-file-compressed	1309265389	1231528885	1.06
tpch_q03/duckdb:vortex-file-compressed	891549456	948122162	0.94
tpch_q04/duckdb:vortex-file-compressed	608262055	615116045	0.99
tpch_q05/duckdb:vortex-file-compressed	1178770346	1198941767	0.98
tpch_q06/duckdb:vortex-file-compressed	814871646	797640022	1.02
tpch_q07/duckdb:vortex-file-compressed	1292880132	1132100269	1.14
tpch_q08/duckdb:vortex-file-compressed	1583505130	1442568358	1.10
tpch_q09/duckdb:vortex-file-compressed	1442649125	1509635003	0.96
tpch_q10/duckdb:vortex-file-compressed	1358083399	1351685515	1.00
tpch_q11/duckdb:vortex-file-compressed	620068296	651376161	0.95
tpch_q12/duckdb:vortex-file-compressed	751894735	662060489	1.14
tpch_q13/duckdb:vortex-file-compressed	852046929	1172469976	0.73
tpch_q14/duckdb:vortex-file-compressed	892993818	846194551	1.06
tpch_q15/duckdb:vortex-file-compressed	520481615	561622048	0.93
tpch_q16/duckdb:vortex-file-compressed	460290373	473528221	0.97
tpch_q17/duckdb:vortex-file-compressed	956237314	1058059302	0.90
tpch_q18/duckdb:vortex-file-compressed	908832017	935833130	0.97
tpch_q19/duckdb:vortex-file-compressed	805865706	800436498	1.01
tpch_q20/duckdb:vortex-file-compressed	1259539113	1140184477	1.10
tpch_q21/duckdb:vortex-file-compressed	1957661383	1873477607	1.04
tpch_q22/duckdb:vortex-file-compressed	662642335	587187034	1.13

duckdb / vortex-compact (0.990x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	650335852	623272995	1.04
tpch_q02/duckdb:vortex-compact	1095534468	1117369197	0.98
tpch_q03/duckdb:vortex-compact	914955530	803903979	1.14
tpch_q04/duckdb:vortex-compact	536411878	646420916	0.83
tpch_q05/duckdb:vortex-compact	995407956	1069447575	0.93
tpch_q06/duckdb:vortex-compact	739776640	686731891	1.08
tpch_q07/duckdb:vortex-compact	1140212673	898664380	1.27
tpch_q08/duckdb:vortex-compact	1321552722	1413295468	0.94
tpch_q09/duckdb:vortex-compact	1350236659	1430538453	0.94
tpch_q10/duckdb:vortex-compact	1054490250	992021550	1.06
tpch_q11/duckdb:vortex-compact	672518960	718327433	0.94
tpch_q12/duckdb:vortex-compact	760361817	643928834	1.18
tpch_q13/duckdb:vortex-compact	857257514	946350607	0.91
tpch_q14/duckdb:vortex-compact	828311565	880644653	0.94
tpch_q15/duckdb:vortex-compact	570636495	546613924	1.04
tpch_q16/duckdb:vortex-compact	384912794	490184927	0.79
tpch_q17/duckdb:vortex-compact	950757925	857943613	1.11
tpch_q18/duckdb:vortex-compact	794001257	703712839	1.13
tpch_q19/duckdb:vortex-compact	853711153	767887846	1.11
tpch_q20/duckdb:vortex-compact	1104956472	1433590872	0.77
tpch_q21/duckdb:vortex-compact	1656818823	1629225662	1.02
tpch_q22/duckdb:vortex-compact	598668809	729277430	0.82

duckdb / parquet (1.026x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	1100045936	874952199	1.26
tpch_q02/duckdb:parquet	1641815219	1568975315	1.05
tpch_q03/duckdb:parquet	1774484075	1690390006	1.05
tpch_q04/duckdb:parquet	999805523	1020056410	0.98
tpch_q05/duckdb:parquet	2094305115	2103650307	1.00
tpch_q06/duckdb:parquet	737740375	656560198	1.12
tpch_q07/duckdb:parquet	1622324915	2020814547	0.80
tpch_q08/duckdb:parquet	2306423764	2430955087	0.95
tpch_q09/duckdb:parquet	2466704396	2106512650	1.17
tpch_q10/duckdb:parquet	3210429012	3265317209	0.98
tpch_q11/duckdb:parquet	972935277	885910203	1.10
tpch_q12/duckdb:parquet	1088912518	878333522	1.24
tpch_q13/duckdb:parquet	1142503629	1123582868	1.02
tpch_q14/duckdb:parquet	1150344629	1204790561	0.95
tpch_q15/duckdb:parquet	885370035	1001962834	0.88
tpch_q16/duckdb:parquet	877483011	785918035	1.12
tpch_q17/duckdb:parquet	1243263823	1203299135	1.03
tpch_q18/duckdb:parquet	1430986148	1645302945	0.87
tpch_q19/duckdb:parquet	1640301262	1522557882	1.08
tpch_q20/duckdb:parquet	1881129262	1692583953	1.11
tpch_q21/duckdb:parquet	1799911753	1957148738	0.92
tpch_q22/duckdb:parquet	1012723556	990363137	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+6.7%	+16.6%	-8.5%	+79.5%	➖ noise
1	datafusion:vortex-file-compressed	+3.0%	+16.6%	-11.7%	+75.4%	➖ noise
1	duckdb:vortex-compact	+4.3%	+16.6%	-10.5%	+34.0%	➖ noise
1	duckdb:vortex-file-compressed	-5.3%	+16.6%	-18.9%	+34.6%	➖ noise
2	datafusion:vortex-compact	+2.8%	+17.8%	-12.7%	+63.7%	➖ noise
2	datafusion:vortex-file-compressed	+13.0%	+17.8%	-4.1%	+57.2%	➖ noise
2	duckdb:vortex-compact	-2.0%	+17.8%	-16.8%	+42.1%	➖ noise
2	duckdb:vortex-file-compressed	+6.3%	+17.8%	-9.7%	+36.3%	➖ noise
3	datafusion:vortex-compact	+3.6%	+23.9%	-16.3%	+83.7%	➖ noise
3	datafusion:vortex-file-compressed	+12.5%	+23.9%	-9.2%	+82.9%	➖ noise
3	duckdb:vortex-compact	+13.8%	+23.9%	-8.1%	+52.7%	➖ noise
3	duckdb:vortex-file-compressed	-6.0%	+23.9%	-24.1%	+53.1%	➖ noise
4	datafusion:vortex-compact	-3.9%	+8.2%	-11.2%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.1%	+8.2%	-6.5%	+30.0%	➖ noise
4	duckdb:vortex-compact	-17.0%	+8.2%	-23.3%	+30.0%	✅ faster
4	duckdb:vortex-file-compressed	-1.1%	+8.2%	-8.6%	+30.0%	➖ noise
5	datafusion:vortex-compact	+6.0%	+16.1%	-8.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+11.5%	+16.1%	-3.9%	+30.0%	➖ noise
5	duckdb:vortex-compact	-6.9%	+16.1%	-19.8%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.7%	+16.1%	-15.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	+21.3%	+21.5%	-0.2%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.6%	+21.5%	-19.9%	+30.0%	➖ noise
6	duckdb:vortex-compact	+7.7%	+21.5%	-11.3%	+43.7%	➖ noise
6	duckdb:vortex-file-compressed	+2.2%	+21.5%	-15.9%	+30.0%	➖ noise
7	datafusion:vortex-compact	+3.1%	+11.2%	-7.4%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-7.5%	+11.2%	-16.8%	+30.0%	➖ noise
7	duckdb:vortex-compact	+26.9%	+11.2%	+14.1%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+14.2%	+11.2%	+2.7%	+30.0%	➖ noise
8	datafusion:vortex-compact	+7.6%	+4.5%	+2.9%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-2.3%	+4.5%	-6.5%	+30.0%	➖ noise
8	duckdb:vortex-compact	-6.5%	+4.5%	-10.6%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+9.8%	+4.5%	+5.0%	+30.0%	➖ noise
9	datafusion:vortex-compact	+3.8%	+14.9%	-9.7%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.8%	+14.9%	-10.6%	+30.0%	➖ noise
9	duckdb:vortex-compact	-5.6%	+14.9%	-17.9%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.4%	+14.9%	-16.8%	+30.0%	➖ noise
10	datafusion:vortex-compact	+55.8%	+1.0%	+54.2%	+46.9%	🚨 regression
10	datafusion:vortex-file-compressed	+1.7%	+1.0%	+0.7%	+32.2%	➖ noise
10	duckdb:vortex-compact	+6.3%	+1.0%	+5.2%	+43.6%	➖ noise
10	duckdb:vortex-file-compressed	+0.5%	+1.0%	-0.5%	+35.4%	➖ noise
11	datafusion:vortex-compact	+5.7%	+3.5%	+2.1%	+32.8%	➖ noise
11	datafusion:vortex-file-compressed	+7.9%	+3.5%	+4.2%	+37.0%	➖ noise
11	duckdb:vortex-compact	-6.4%	+3.5%	-9.6%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-4.8%	+3.5%	-8.0%	+30.0%	➖ noise
12	datafusion:vortex-compact	+11.9%	+9.5%	+2.2%	+52.3%	➖ noise
12	datafusion:vortex-file-compressed	-1.5%	+9.5%	-10.0%	+36.3%	➖ noise
12	duckdb:vortex-compact	+18.1%	+9.5%	+7.8%	+42.4%	➖ noise
12	duckdb:vortex-file-compressed	+13.6%	+9.5%	+3.7%	+39.3%	➖ noise
13	datafusion:vortex-compact	+26.5%	-2.9%	+30.3%	+54.0%	➖ noise
13	datafusion:vortex-file-compressed	+5.3%	-2.9%	+8.5%	+30.0%	➖ noise
13	duckdb:vortex-compact	-9.4%	-2.9%	-6.7%	+79.3%	➖ noise
13	duckdb:vortex-file-compressed	-27.3%	-2.9%	-25.1%	+65.5%	➖ noise
14	datafusion:vortex-compact	+8.8%	-1.0%	+10.0%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.4%	-1.0%	-0.3%	+30.0%	➖ noise
14	duckdb:vortex-compact	-5.9%	-1.0%	-5.0%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+5.5%	-1.0%	+6.6%	+30.0%	➖ noise
15	datafusion:vortex-compact	+5.5%	-6.5%	+12.8%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+3.4%	-6.5%	+10.5%	+30.0%	➖ noise
15	duckdb:vortex-compact	+4.4%	-6.5%	+11.6%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-7.3%	-6.5%	-0.9%	+30.0%	➖ noise
16	datafusion:vortex-compact	-13.1%	+0.6%	-13.6%	+46.5%	➖ noise
16	datafusion:vortex-file-compressed	+41.4%	+0.6%	+40.5%	+42.1%	➖ noise
16	duckdb:vortex-compact	-21.5%	+0.6%	-22.0%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-2.8%	+0.6%	-3.4%	+30.0%	➖ noise
17	datafusion:vortex-compact	-4.6%	+3.2%	-7.6%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.8%	+3.2%	-1.4%	+30.0%	➖ noise
17	duckdb:vortex-compact	+10.8%	+3.2%	+7.4%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-9.6%	+3.2%	-12.4%	+30.0%	➖ noise
18	datafusion:vortex-compact	-6.5%	-3.5%	-3.1%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-13.7%	-3.5%	-10.6%	+30.0%	➖ noise
18	duckdb:vortex-compact	+12.8%	-3.5%	+16.9%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-2.9%	-3.5%	+0.6%	+30.0%	➖ noise
19	datafusion:vortex-compact	-11.3%	+9.8%	-19.3%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+9.5%	+9.8%	-0.3%	+30.0%	➖ noise
19	duckdb:vortex-compact	+11.2%	+9.8%	+1.2%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+0.7%	+9.8%	-8.3%	+30.0%	➖ noise
20	datafusion:vortex-compact	+3.4%	+12.5%	-8.0%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+11.3%	+12.5%	-1.0%	+30.0%	➖ noise
20	duckdb:vortex-compact	-22.9%	+12.5%	-31.5%	+30.0%	✅ faster
20	duckdb:vortex-file-compressed	+10.5%	+12.5%	-1.8%	+30.0%	➖ noise
21	datafusion:vortex-compact	+3.0%	-3.7%	+7.0%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+9.4%	-3.7%	+13.6%	+30.0%	➖ noise
21	duckdb:vortex-compact	+1.7%	-3.7%	+5.6%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+4.5%	-3.7%	+8.5%	+30.0%	➖ noise
22	datafusion:vortex-compact	-12.0%	+8.0%	-18.5%	+43.8%	➖ noise
22	datafusion:vortex-file-compressed	+28.7%	+8.0%	+19.2%	+30.0%	➖ noise
22	duckdb:vortex-compact	-17.9%	+8.0%	-24.0%	+30.0%	✅ faster
22	duckdb:vortex-file-compressed	+12.9%	+8.0%	+4.5%	+30.0%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Summary

• Overall: 0.991x ➖
• Vortex: 1.010x ➖
• Parquet: 0.979x ➖

Verdict

No clear signal

• Attributed Vortex impact: +2.1%
• Confidence: low
• Environment shift: -2.1%

Statistical Summary

• Systemic shift (parquet controls): -2.1%
• Control sigma: +2.0%
• Residual noise: +2.3%
• Median polish overall: -1.6%

datafusion / vortex-file-compressed (0.976x ➖, 1↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1684441	1680514	1.00
clickbench_q01/datafusion:vortex-file-compressed	14414412	13818806	1.04
clickbench_q02/datafusion:vortex-file-compressed	33340011	33124852	1.01
clickbench_q03/datafusion:vortex-file-compressed	34874629	37228165	0.94
clickbench_q04/datafusion:vortex-file-compressed	322789450	329970727	0.98
clickbench_q05/datafusion:vortex-file-compressed	322665425	329130392	0.98
clickbench_q06/datafusion:vortex-file-compressed 🚀	1673161	1921542	0.87
clickbench_q07/datafusion:vortex-file-compressed	18992570	19120237	0.99
clickbench_q08/datafusion:vortex-file-compressed	393193781	398803357	0.99
clickbench_q09/datafusion:vortex-file-compressed	550505986	593448615	0.93
clickbench_q10/datafusion:vortex-file-compressed	71106401	73657895	0.97
clickbench_q11/datafusion:vortex-file-compressed	81592678	81299217	1.00
clickbench_q12/datafusion:vortex-file-compressed	278654723	279407776	1.00
clickbench_q13/datafusion:vortex-file-compressed	415612781	422141806	0.98
clickbench_q14/datafusion:vortex-file-compressed	254848913	258626389	0.99
clickbench_q15/datafusion:vortex-file-compressed	375713238	381268917	0.99
clickbench_q16/datafusion:vortex-file-compressed	735512529	737857852	1.00
clickbench_q17/datafusion:vortex-file-compressed	717318772	739170516	0.97
clickbench_q18/datafusion:vortex-file-compressed	1505531814	1475179513	1.02
clickbench_q19/datafusion:vortex-file-compressed	24621825	23896679	1.03
clickbench_q20/datafusion:vortex-file-compressed	329197530	346062981	0.95
clickbench_q21/datafusion:vortex-file-compressed	386728920	396425016	0.98
clickbench_q22/datafusion:vortex-file-compressed	537097237	562582086	0.95
clickbench_q23/datafusion:vortex-file-compressed	671504446	704683813	0.95
clickbench_q24/datafusion:vortex-file-compressed	50101178	45851221	1.09
clickbench_q25/datafusion:vortex-file-compressed	69389481	69831790	0.99
clickbench_q26/datafusion:vortex-file-compressed 🚨	52923630	46629710	1.13
clickbench_q27/datafusion:vortex-file-compressed	789349171	815467422	0.97
clickbench_q28/datafusion:vortex-file-compressed	6831505342	6958607620	0.98
clickbench_q29/datafusion:vortex-file-compressed	232356936	249277079	0.93
clickbench_q30/datafusion:vortex-file-compressed	253795114	254893532	1.00
clickbench_q31/datafusion:vortex-file-compressed	292998230	304927765	0.96
clickbench_q32/datafusion:vortex-file-compressed	1398017706	1459432676	0.96
clickbench_q33/datafusion:vortex-file-compressed	1415092701	1489361461	0.95
clickbench_q34/datafusion:vortex-file-compressed	1401912960	1501992859	0.93
clickbench_q35/datafusion:vortex-file-compressed	527522500	547283300	0.96
clickbench_q36/datafusion:vortex-file-compressed	78619064	82391530	0.95
clickbench_q37/datafusion:vortex-file-compressed	37633566	39539165	0.95
clickbench_q38/datafusion:vortex-file-compressed	24352624	24916769	0.98
clickbench_q39/datafusion:vortex-file-compressed	151840827	158860943	0.96
clickbench_q40/datafusion:vortex-file-compressed	20009909	21325066	0.94
clickbench_q41/datafusion:vortex-file-compressed	18671502	19825664	0.94
clickbench_q42/datafusion:vortex-file-compressed	21917186	23249623	0.94

datafusion / parquet (0.965x ➖, 2↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚀	1699048	1985870	0.86
clickbench_q01/datafusion:parquet	22150482	22137879	1.00
clickbench_q02/datafusion:parquet	49894684	48401971	1.03
clickbench_q03/datafusion:parquet	40774097	41056451	0.99
clickbench_q04/datafusion:parquet	337220820	362952558	0.93
clickbench_q05/datafusion:parquet	374325174	392270209	0.95
clickbench_q06/datafusion:parquet	1588437	1646939	0.96
clickbench_q07/datafusion:parquet	25904197	28469464	0.91
clickbench_q08/datafusion:parquet	412024394	438678290	0.94
clickbench_q09/datafusion:parquet 🚀	643141776	722468376	0.89
clickbench_q10/datafusion:parquet	117834189	123400754	0.95
clickbench_q11/datafusion:parquet	145350976	150503373	0.97
clickbench_q12/datafusion:parquet	363625054	388519852	0.94
clickbench_q13/datafusion:parquet	516646160	536482537	0.96
clickbench_q14/datafusion:parquet	366487136	386185009	0.95
clickbench_q15/datafusion:parquet	394878499	415315764	0.95
clickbench_q16/datafusion:parquet	747057976	759753304	0.98
clickbench_q17/datafusion:parquet	725712464	756915957	0.96
clickbench_q18/datafusion:parquet	1467938440	1587167433	0.92
clickbench_q19/datafusion:parquet	33125235	34379220	0.96
clickbench_q20/datafusion:parquet	609505982	632669989	0.96
clickbench_q21/datafusion:parquet	681626937	699895048	0.97
clickbench_q22/datafusion:parquet	984239969	1015827842	0.97
clickbench_q23/datafusion:parquet	3720052274	3883241307	0.96
clickbench_q24/datafusion:parquet	91725169	99474179	0.92
clickbench_q25/datafusion:parquet	150886673	151590971	1.00
clickbench_q26/datafusion:parquet	98037841	96336728	1.02
clickbench_q27/datafusion:parquet	1049578177	1093174456	0.96
clickbench_q28/datafusion:parquet	6390737692	6525598727	0.98
clickbench_q29/datafusion:parquet	236795015	238620926	0.99
clickbench_q30/datafusion:parquet	380651689	381090068	1.00
clickbench_q31/datafusion:parquet	411510610	414465779	0.99
clickbench_q32/datafusion:parquet	1358615720	1321106278	1.03
clickbench_q33/datafusion:parquet	1577375758	1579857103	1.00
clickbench_q34/datafusion:parquet	1558971372	1569165117	0.99
clickbench_q35/datafusion:parquet	548193485	564550202	0.97
clickbench_q36/datafusion:parquet	141249570	148978588	0.95
clickbench_q37/datafusion:parquet	59559132	58749066	1.01
clickbench_q38/datafusion:parquet	91504761	96872033	0.94
clickbench_q39/datafusion:parquet	286611305	293935151	0.98
clickbench_q40/datafusion:parquet	35453963	37537172	0.94
clickbench_q41/datafusion:parquet	30931502	31418740	0.98
clickbench_q42/datafusion:parquet	33672359	34423118	0.98

duckdb / vortex-file-compressed (1.045x ➖, 1↑ 10↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	5782591	6382289	0.91
clickbench_q01/duckdb:vortex-file-compressed	14381105	14830036	0.97
clickbench_q02/duckdb:vortex-file-compressed	23440770	23363415	1.00
clickbench_q03/duckdb:vortex-file-compressed	30197989	31119082	0.97
clickbench_q04/duckdb:vortex-file-compressed	170021209	180549796	0.94
clickbench_q05/duckdb:vortex-file-compressed	196197402	205287121	0.96
clickbench_q06/duckdb:vortex-file-compressed	19584071	18971194	1.03
clickbench_q07/duckdb:vortex-file-compressed	17915828	18355137	0.98
clickbench_q08/duckdb:vortex-file-compressed	262380319	268839494	0.98
clickbench_q09/duckdb:vortex-file-compressed	374203137	392221883	0.95
clickbench_q10/duckdb:vortex-file-compressed	74048415	74032091	1.00
clickbench_q11/duckdb:vortex-file-compressed	82937380	82452179	1.01
clickbench_q12/duckdb:vortex-file-compressed	212449739	224604293	0.95
clickbench_q13/duckdb:vortex-file-compressed	427163750	451968037	0.95
clickbench_q14/duckdb:vortex-file-compressed	244820202	245534892	1.00
clickbench_q15/duckdb:vortex-file-compressed	211363700	214202115	0.99
clickbench_q16/duckdb:vortex-file-compressed 🚀	645588970	720215897	0.90
clickbench_q17/duckdb:vortex-file-compressed	545297171	561847870	0.97
clickbench_q18/duckdb:vortex-file-compressed	1277315974	1264761186	1.01
clickbench_q19/duckdb:vortex-file-compressed	21157631	21339635	0.99
clickbench_q20/duckdb:vortex-file-compressed	365474027	369819941	0.99
clickbench_q21/duckdb:vortex-file-compressed	388905037	390562869	1.00
clickbench_q22/duckdb:vortex-file-compressed 🚨	688974870	582816795	1.18
clickbench_q23/duckdb:vortex-file-compressed 🚨	1713603340	883617193	1.94
clickbench_q24/duckdb:vortex-file-compressed	46506968	47211919	0.99
clickbench_q25/duckdb:vortex-file-compressed	69993045	75142585	0.93
clickbench_q26/duckdb:vortex-file-compressed 🚨	49941940	44889124	1.11
clickbench_q27/duckdb:vortex-file-compressed	523542158	520093151	1.01
clickbench_q28/duckdb:vortex-file-compressed	2982228244	2995477570	1.00
clickbench_q29/duckdb:vortex-file-compressed	28259413	28351346	1.00
clickbench_q30/duckdb:vortex-file-compressed	189506699	196434908	0.96
clickbench_q31/duckdb:vortex-file-compressed	269366150	271801997	0.99
clickbench_q32/duckdb:vortex-file-compressed	1281505183	1373098462	0.93
clickbench_q33/duckdb:vortex-file-compressed 🚨	1582552620	1420304411	1.11
clickbench_q34/duckdb:vortex-file-compressed	1688058508	1544264758	1.09
clickbench_q35/duckdb:vortex-file-compressed	366128463	370625961	0.99
clickbench_q36/duckdb:vortex-file-compressed 🚨	34707003	27991412	1.24
clickbench_q37/duckdb:vortex-file-compressed 🚨	26763991	18419649	1.45
clickbench_q38/duckdb:vortex-file-compressed 🚨	27177283	21517684	1.26
clickbench_q39/duckdb:vortex-file-compressed	47852823	43503248	1.10
clickbench_q40/duckdb:vortex-file-compressed 🚨	24384610	20459210	1.19
clickbench_q41/duckdb:vortex-file-compressed 🚨	24452676	19801227	1.23
clickbench_q42/duckdb:vortex-file-compressed 🚨	27594810	21414526	1.29

duckdb / parquet (0.993x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	223516913	224061345	1.00
clickbench_q01/duckdb:parquet	50362591	50805745	0.99
clickbench_q02/duckdb:parquet	67186482	67085541	1.00
clickbench_q03/duckdb:parquet	64561424	64890420	0.99
clickbench_q04/duckdb:parquet	204866175	207508531	0.99
clickbench_q05/duckdb:parquet	282986451	283695184	1.00
clickbench_q06/duckdb:parquet	61219748	60537645	1.01
clickbench_q07/duckdb:parquet	53843855	52375363	1.03
clickbench_q08/duckdb:parquet	267642132	273234160	0.98
clickbench_q09/duckdb:parquet	398842701	401718674	0.99
clickbench_q10/duckdb:parquet	96901993	96475058	1.00
clickbench_q11/duckdb:parquet	108207897	108985943	0.99
clickbench_q12/duckdb:parquet	298420669	302330716	0.99
clickbench_q13/duckdb:parquet	513325976	521964341	0.98
clickbench_q14/duckdb:parquet	329897017	337037976	0.98
clickbench_q15/duckdb:parquet	241998353	242383668	1.00
clickbench_q16/duckdb:parquet	608784183	620030902	0.98
clickbench_q17/duckdb:parquet	513104062	509666788	1.01
clickbench_q18/duckdb:parquet	1052154595	1063394001	0.99
clickbench_q19/duckdb:parquet	49587611	50445788	0.98
clickbench_q20/duckdb:parquet	433500465	435628656	1.00
clickbench_q21/duckdb:parquet	556182624	559432777	0.99
clickbench_q22/duckdb:parquet	922789724	934688539	0.99
clickbench_q23/duckdb:parquet	330026190	319402742	1.03
clickbench_q24/duckdb:parquet	75744483	79142556	0.96
clickbench_q25/duckdb:parquet	140190421	140761625	1.00
clickbench_q26/duckdb:parquet	52339921	52229200	1.00
clickbench_q27/duckdb:parquet	647063857	644423172	1.00
clickbench_q28/duckdb:parquet	4848499156	4848673740	1.00
clickbench_q29/duckdb:parquet	60498193	62022222	0.98
clickbench_q30/duckdb:parquet	307803087	306292236	1.00
clickbench_q31/duckdb:parquet	350189100	350306238	1.00
clickbench_q32/duckdb:parquet	1174980192	1197513049	0.98
clickbench_q33/duckdb:parquet	1215649003	1264420322	0.96
clickbench_q34/duckdb:parquet	1299048841	1304362502	1.00
clickbench_q35/duckdb:parquet	352257571	355031905	0.99
clickbench_q36/duckdb:parquet	64345796	64356076	1.00
clickbench_q37/duckdb:parquet	54456027	55103656	0.99
clickbench_q38/duckdb:parquet	56392918	58663437	0.96
clickbench_q39/duckdb:parquet	97678610	98337967	0.99
clickbench_q40/duckdb:parquet	55331707	55119099	1.00
clickbench_q41/duckdb:parquet	59206939	60201091	0.98
clickbench_q42/duckdb:parquet	52547690	53277587	0.99

duckdb / duckdb (0.979x ➖, 1↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17947720	18788928	0.96
clickbench_q01/duckdb:duckdb	33208030	34631592	0.96
clickbench_q02/duckdb:duckdb	46705869	47356916	0.99
clickbench_q03/duckdb:duckdb	47691133	47969358	0.99
clickbench_q04/duckdb:duckdb	209270821	219348188	0.95
clickbench_q05/duckdb:duckdb	314830797	320111120	0.98
clickbench_q06/duckdb:duckdb	34924436	36825630	0.95
clickbench_q07/duckdb:duckdb	35879412	36595142	0.98
clickbench_q08/duckdb:duckdb	301415695	317117853	0.95
clickbench_q09/duckdb:duckdb	473468751	474194644	1.00
clickbench_q10/duckdb:duckdb	98971013	100435223	0.99
clickbench_q11/duckdb:duckdb	109061977	108537256	1.00
clickbench_q12/duckdb:duckdb	301287450	297240895	1.01
clickbench_q13/duckdb:duckdb	534988781	537201819	1.00
clickbench_q14/duckdb:duckdb	329371934	342091253	0.96
clickbench_q15/duckdb:duckdb	264104878	255627633	1.03
clickbench_q16/duckdb:duckdb	662338599	685258069	0.97
clickbench_q17/duckdb:duckdb	592742704	588131719	1.01
clickbench_q18/duckdb:duckdb	1238783693	1277141841	0.97
clickbench_q19/duckdb:duckdb	34915645	36817341	0.95
clickbench_q20/duckdb:duckdb	916739884	964449358	0.95
clickbench_q21/duckdb:duckdb	950096445	1036038826	0.92
clickbench_q22/duckdb:duckdb	1035784082	1054564945	0.98
clickbench_q23/duckdb:duckdb	258634883	255672378	1.01
clickbench_q24/duckdb:duckdb	60652640	62894674	0.96
clickbench_q25/duckdb:duckdb	120450200	126158117	0.95
clickbench_q26/duckdb:duckdb	52397276	52362949	1.00
clickbench_q27/duckdb:duckdb 🚀	907340211	1129458303	0.80
clickbench_q28/duckdb:duckdb	4612454102	4615797535	1.00
clickbench_q29/duckdb:duckdb	49256894	49945912	0.99
clickbench_q30/duckdb:duckdb	289991917	281700858	1.03
clickbench_q31/duckdb:duckdb 🚨	445927405	394511539	1.13
clickbench_q32/duckdb:duckdb	1503801846	1406152709	1.07
clickbench_q33/duckdb:duckdb	1933773069	2060664740	0.94
clickbench_q34/duckdb:duckdb	2086208924	2140283941	0.97
clickbench_q35/duckdb:duckdb	264141896	266674644	0.99
clickbench_q36/duckdb:duckdb	41894282	41810793	1.00
clickbench_q37/duckdb:duckdb	31556546	32648806	0.97
clickbench_q38/duckdb:duckdb	30991508	32530094	0.95
clickbench_q39/duckdb:duckdb	65797905	63855121	1.03
clickbench_q40/duckdb:duckdb	31232646	33120142	0.94
clickbench_q41/duckdb:duckdb	30865263	31638875	0.98
clickbench_q42/duckdb:duckdb	31248954	32776673	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+0.2%	-7.6%	+8.5%	+703.9%	➖ noise
0	duckdb:duckdb	-4.5%	-7.6%	+3.4%	+302.8%	➖ noise
0	duckdb:vortex-file-compressed	-9.4%	-7.6%	-1.9%	+351.0%	➖ noise
1	datafusion:vortex-file-compressed	+4.3%	-0.4%	+4.7%	+27.9%	➖ noise
1	duckdb:duckdb	-4.1%	-0.4%	-3.7%	+58.6%	➖ noise
1	duckdb:vortex-file-compressed	-3.0%	-0.4%	-2.6%	+14.2%	➖ noise
2	datafusion:vortex-file-compressed	+0.6%	+1.6%	-0.9%	+37.5%	➖ noise
2	duckdb:duckdb	-1.4%	+1.6%	-2.9%	+22.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.3%	+1.6%	-1.3%	+16.9%	➖ noise
3	datafusion:vortex-file-compressed	-6.3%	-0.6%	-5.8%	+184.8%	➖ noise
3	duckdb:duckdb	-0.6%	-0.6%	+0.0%	+55.9%	➖ noise
3	duckdb:vortex-file-compressed	-3.0%	-0.6%	-2.4%	+32.4%	➖ noise
4	datafusion:vortex-file-compressed	-2.2%	-4.2%	+2.1%	+10.0%	➖ noise
4	duckdb:duckdb	-4.6%	-4.2%	-0.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-5.8%	-4.2%	-1.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.0%	-2.4%	+0.5%	+10.0%	➖ noise
5	duckdb:duckdb	-1.6%	-2.4%	+0.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-4.4%	-2.4%	-2.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-12.9%	-1.2%	-11.8%	+40.9%	➖ noise
6	duckdb:duckdb	-5.2%	-1.2%	-4.0%	+27.7%	➖ noise
6	duckdb:vortex-file-compressed	+3.2%	-1.2%	+4.5%	+19.5%	➖ noise
7	datafusion:vortex-file-compressed	-0.7%	-3.3%	+2.7%	+10.0%	➖ noise
7	duckdb:duckdb	-2.0%	-3.3%	+1.4%	+12.0%	➖ noise
7	duckdb:vortex-file-compressed	-2.4%	-3.3%	+0.9%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.4%	-4.1%	+2.8%	+10.0%	➖ noise
8	duckdb:duckdb	-5.0%	-4.1%	-0.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.4%	-4.1%	+1.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-7.2%	-6.0%	-1.3%	+10.0%	➖ noise
9	duckdb:duckdb	-0.2%	-6.0%	+6.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.6%	-6.0%	+1.5%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-3.5%	-2.1%	-1.4%	+10.0%	➖ noise
10	duckdb:duckdb	-1.5%	-2.1%	+0.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.0%	-2.1%	+2.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.4%	-2.1%	+2.5%	+10.0%	➖ noise
11	duckdb:duckdb	+0.5%	-2.1%	+2.6%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.6%	-2.1%	+2.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-0.3%	-3.9%	+3.8%	+10.0%	➖ noise
12	duckdb:duckdb	+1.4%	-3.9%	+5.5%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-5.4%	-3.9%	-1.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.5%	-2.7%	+1.2%	+10.0%	➖ noise
13	duckdb:duckdb	-0.4%	-2.7%	+2.3%	+10.5%	➖ noise
13	duckdb:vortex-file-compressed	-5.5%	-2.7%	-2.9%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.5%	-3.6%	+2.2%	+10.0%	➖ noise
14	duckdb:duckdb	-3.7%	-3.6%	-0.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.3%	-3.6%	+3.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-1.5%	-2.6%	+1.1%	+10.0%	➖ noise
15	duckdb:duckdb	+3.3%	-2.6%	+6.0%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.3%	-2.6%	+1.3%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-0.3%	-1.7%	+1.4%	+10.0%	➖ noise
16	duckdb:duckdb	-3.3%	-1.7%	-1.6%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-10.4%	-1.7%	-8.8%	+12.9%	➖ noise
17	datafusion:vortex-file-compressed	-3.0%	-1.8%	-1.2%	+10.0%	➖ noise
17	duckdb:duckdb	+0.8%	-1.8%	+2.6%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.9%	-1.8%	-1.2%	+14.0%	➖ noise
18	datafusion:vortex-file-compressed	+2.1%	-4.3%	+6.7%	+10.0%	➖ noise
18	duckdb:duckdb	-3.0%	-4.3%	+1.4%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.0%	-4.3%	+5.6%	+12.9%	➖ noise
19	datafusion:vortex-file-compressed	+3.0%	-2.7%	+5.9%	+10.0%	➖ noise
19	duckdb:duckdb	-5.2%	-2.7%	-2.6%	+10.7%	➖ noise
19	duckdb:vortex-file-compressed	-0.9%	-2.7%	+1.9%	+31.7%	➖ noise
20	datafusion:vortex-file-compressed	-4.9%	-2.1%	-2.8%	+202.0%	➖ noise
20	duckdb:duckdb	-4.9%	-2.1%	-2.9%	+30.1%	➖ noise
20	duckdb:vortex-file-compressed	-1.2%	-2.1%	+0.9%	+12.2%	➖ noise
21	datafusion:vortex-file-compressed	-2.4%	-1.6%	-0.9%	+10.0%	➖ noise
21	duckdb:duckdb	-8.3%	-1.6%	-6.8%	+13.1%	➖ noise
21	duckdb:vortex-file-compressed	-0.4%	-1.6%	+1.2%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-4.5%	-2.2%	-2.4%	+10.0%	➖ noise
22	duckdb:duckdb	-1.8%	-2.2%	+0.4%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+18.2%	-2.2%	+20.9%	+11.8%	🚨 regression
23	datafusion:vortex-file-compressed	-4.7%	-0.5%	-4.2%	+58.3%	➖ noise
23	duckdb:duckdb	+1.2%	-0.5%	+1.7%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+93.9%	-0.5%	+94.9%	+10.0%	🚨 regression
24	datafusion:vortex-file-compressed	+9.3%	-6.1%	+16.3%	+22.0%	➖ noise
24	duckdb:duckdb	-3.6%	-6.1%	+2.7%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-1.5%	-6.1%	+4.9%	+34.6%	➖ noise
25	datafusion:vortex-file-compressed	-0.6%	-0.4%	-0.2%	+10.0%	➖ noise
25	duckdb:duckdb	-4.5%	-0.4%	-4.1%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-6.9%	-0.4%	-6.4%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+13.5%	+1.0%	+12.4%	+16.4%	➖ noise
26	duckdb:duckdb	+0.1%	+1.0%	-0.9%	+11.7%	➖ noise
26	duckdb:vortex-file-compressed	+11.3%	+1.0%	+10.2%	+17.0%	➖ noise
27	datafusion:vortex-file-compressed	-3.2%	-1.8%	-1.4%	+10.0%	➖ noise
27	duckdb:duckdb	-19.7%	-1.8%	-18.2%	+11.3%	✅ faster
27	duckdb:vortex-file-compressed	+0.7%	-1.8%	+2.5%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-1.8%	-1.0%	-0.8%	+10.0%	➖ noise
28	duckdb:duckdb	-0.1%	-1.0%	+1.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.4%	-1.0%	+0.6%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-6.8%	-1.6%	-5.3%	+11.4%	➖ noise
29	duckdb:duckdb	-1.4%	-1.6%	+0.2%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-0.3%	-1.6%	+1.3%	+24.0%	➖ noise
30	datafusion:vortex-file-compressed	-0.4%	+0.2%	-0.6%	+10.0%	➖ noise
30	duckdb:duckdb	+2.9%	+0.2%	+2.7%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-3.5%	+0.2%	-3.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-3.9%	-0.4%	-3.6%	+10.0%	➖ noise
31	duckdb:duckdb	+13.0%	-0.4%	+13.5%	+10.0%	🚨 regression
31	duckdb:vortex-file-compressed	-0.9%	-0.4%	-0.5%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-4.2%	+0.5%	-4.6%	+14.7%	➖ noise
32	duckdb:duckdb	+6.9%	+0.5%	+6.5%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-6.7%	+0.5%	-7.1%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-5.0%	-2.0%	-3.0%	+17.0%	➖ noise
33	duckdb:duckdb	-6.2%	-2.0%	-4.2%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+11.4%	-2.0%	+13.7%	+10.0%	🚨 regression
34	datafusion:vortex-file-compressed	-6.7%	-0.5%	-6.2%	+10.0%	➖ noise
34	duckdb:duckdb	-2.5%	-0.5%	-2.0%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+9.3%	-0.5%	+9.9%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-3.6%	-1.8%	-1.8%	+10.0%	➖ noise
35	duckdb:duckdb	-0.9%	-1.8%	+0.9%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-1.2%	-1.8%	+0.6%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-4.6%	-2.6%	-2.0%	+12.7%	➖ noise
36	duckdb:duckdb	+0.2%	-2.6%	+2.9%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+24.0%	-2.6%	+27.3%	+10.0%	🚨 regression
37	datafusion:vortex-file-compressed	-4.8%	+0.1%	-4.9%	+10.0%	➖ noise
37	duckdb:duckdb	-3.3%	+0.1%	-3.4%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+45.3%	+0.1%	+45.2%	+10.0%	🚨 regression
38	datafusion:vortex-file-compressed	-2.3%	-4.7%	+2.6%	+10.0%	➖ noise
38	duckdb:duckdb	-4.7%	-4.7%	-0.0%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+26.3%	-4.7%	+32.5%	+10.0%	🚨 regression
39	datafusion:vortex-file-compressed	-4.4%	-1.6%	-2.9%	+10.0%	➖ noise
39	duckdb:duckdb	+3.0%	-1.6%	+4.7%	+16.4%	➖ noise
39	duckdb:vortex-file-compressed	+10.0%	-1.6%	+11.8%	+10.0%	🚨 regression
40	datafusion:vortex-file-compressed	-6.2%	-2.6%	-3.6%	+11.1%	➖ noise
40	duckdb:duckdb	-5.7%	-2.6%	-3.2%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	+19.2%	-2.6%	+22.4%	+11.2%	🚨 regression
41	datafusion:vortex-file-compressed	-5.8%	-1.6%	-4.3%	+10.0%	➖ noise
41	duckdb:duckdb	-2.4%	-1.6%	-0.9%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+23.5%	-1.6%	+25.5%	+13.2%	🚨 regression
42	datafusion:vortex-file-compressed	-5.7%	-1.8%	-4.0%	+11.2%	➖ noise
42	duckdb:duckdb	-4.7%	-1.8%	-2.9%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	+28.9%	-1.8%	+31.2%	+14.0%	🚨 regression

[github-actions]

Benchmarks: Statistical and Population Genetics

Summary

• Overall: 1.002x ➖
• Vortex: 1.005x ➖
• Parquet: 0.996x ➖

Verdict

No clear signal

• Attributed Vortex impact: +0.9%
• Confidence: low
• Environment shift: -0.4%

Statistical Summary

• Systemic shift (parquet controls): -0.4%
• Control sigma: +1.1%
• Residual noise: +0.4%
• Median polish overall: +0.1%

duckdb / vortex-file-compressed (0.968x ➖, 1↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	10859987	11049918	0.98
statpopgen_q01/duckdb:vortex-file-compressed 🚀	18698983	26930255	0.69
statpopgen_q02/duckdb:vortex-file-compressed	1286230238	1283097705	1.00
statpopgen_q03/duckdb:vortex-file-compressed	3061722595	3093859723	0.99
statpopgen_q04/duckdb:vortex-file-compressed	3118153339	3114906050	1.00
statpopgen_q05/duckdb:vortex-file-compressed	1378205756	1398209894	0.99
statpopgen_q06/duckdb:vortex-file-compressed	2066963946	2061354178	1.00
statpopgen_q07/duckdb:vortex-file-compressed	195479129	194739943	1.00
statpopgen_q08/duckdb:vortex-file-compressed	211780997	206971794	1.02
statpopgen_q09/duckdb:vortex-file-compressed	2882360070	2824228770	1.02
statpopgen_q10/duckdb:vortex-file-compressed	4601463924	4597207414	1.00

duckdb / vortex-compact (1.043x ➖, 0↑ 1↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10772689	10655670	1.01
statpopgen_q01/duckdb:vortex-compact 🚨	168495081	114314168	1.47
statpopgen_q02/duckdb:vortex-compact	1827334104	1810784224	1.01
statpopgen_q03/duckdb:vortex-compact	3480725837	3436751804	1.01
statpopgen_q04/duckdb:vortex-compact	3548188031	3507018185	1.01
statpopgen_q05/duckdb:vortex-compact	1836398645	1801977367	1.02
statpopgen_q06/duckdb:vortex-compact	2670842596	2652168643	1.01
statpopgen_q07/duckdb:vortex-compact	961642829	966016219	1.00
statpopgen_q08/duckdb:vortex-compact	995342157	999882949	1.00
statpopgen_q09/duckdb:vortex-compact	3348968812	3330737271	1.01
statpopgen_q10/duckdb:vortex-compact	5392578586	5372739847	1.00

duckdb / parquet (0.996x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 22ebbbe (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	306505218	312590429	0.98
statpopgen_q01/duckdb:parquet	394238711	389260711	1.01
statpopgen_q02/duckdb:parquet	970219964	975134280	0.99
statpopgen_q03/duckdb:parquet	1478990511	1504873968	0.98
statpopgen_q04/duckdb:parquet	1491728316	1505596579	0.99
statpopgen_q05/duckdb:parquet	1000462254	1000863893	1.00
statpopgen_q06/duckdb:parquet	1473313236	1477771139	1.00
statpopgen_q07/duckdb:parquet	1863249370	1856927446	1.00
statpopgen_q08/duckdb:parquet	1860727515	1883444929	0.99
statpopgen_q09/duckdb:parquet	1343928840	1356498229	0.99
statpopgen_q10/duckdb:parquet	2668438889	2637896609	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+1.1%	-1.9%	+3.1%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-1.7%	-1.9%	+0.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	+47.4%	+1.3%	+45.5%	+46.3%	➖ noise
1	duckdb:vortex-file-compressed	-30.6%	+1.3%	-31.4%	+229.4%	➖ noise
2	duckdb:vortex-compact	+0.9%	-0.5%	+1.4%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.2%	-0.5%	+0.8%	+10.0%	➖ noise
3	duckdb:vortex-compact	+1.3%	-1.7%	+3.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.0%	-1.7%	+0.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.2%	-0.9%	+2.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.1%	-0.9%	+1.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+1.9%	-0.0%	+2.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.4%	-0.0%	-1.4%	+10.0%	➖ noise
6	duckdb:vortex-compact	+0.7%	-0.3%	+1.0%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.3%	-0.3%	+0.6%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.5%	+0.3%	-0.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.4%	+0.3%	+0.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.5%	-1.2%	+0.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.3%	-1.2%	+3.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.5%	-0.9%	+1.5%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.1%	-0.9%	+3.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.4%	+1.2%	-0.8%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.1%	+1.2%	-1.1%	+10.0%	➖ noise

[github-actions]

Benchmarks: Random Access

Summary

• Overall: 1.018x ➖
• Vortex: 0.953x ➖
• Parquet: 1.049x ➖

unknown / unknown (1.018x ➖, 7↑ 11↓)

name	PR 5126025 (ns)	base 1e30897 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2519126	2323595	1.08
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1295082	1386263	0.93
random-access/feature-vectors/correlated/parquet-tokio-local-disk	14427563206	13994175882	1.03
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	13806571821	13614639448	1.01
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7339108	7857830	0.93
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	5858164	6413079	0.91
random-access/feature-vectors/uniform/lance-tokio-local-disk 🚀	1455152	1617448	0.90
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2362631	2529505	0.93
random-access/feature-vectors/uniform/parquet-tokio-local-disk	13774123717	13503736268	1.02
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	13722155599	13501650407	1.02
random-access/feature-vectors/uniform/vortex-tokio-local-disk	12809504	14035852	0.91
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer 🚀	12692214	14420366	0.88
random-access/lance-tokio-local-disk	840054	770908	1.09
random-access/lance-tokio-local-disk-footer 🚨	1607035	1437971	1.12
random-access/nested-lists/correlated/lance-tokio-local-disk	264616	278440	0.95
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	838051	773706	1.08
random-access/nested-lists/correlated/parquet-tokio-local-disk	162544457	167357139	0.97
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	163720955	167426352	0.98
random-access/nested-lists/correlated/vortex-tokio-local-disk	709044	717798	0.99
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚀	714103	922965	0.77
random-access/nested-lists/uniform/lance-tokio-local-disk	1343615	1239872	1.08
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1934117	1774679	1.09
random-access/nested-lists/uniform/parquet-tokio-local-disk	163908572	168702622	0.97
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	163535499	168908652	0.97
random-access/nested-lists/uniform/vortex-tokio-local-disk	2401531	2366474	1.01
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2414760	2566095	0.94
random-access/nested-structs/correlated/lance-tokio-local-disk 🚨	488498	438581	1.11
random-access/nested-structs/correlated/lance-tokio-local-disk-footer 🚨	754099	653125	1.15
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	33301673	26230194	1.27
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	33208240	26350661	1.26
random-access/nested-structs/correlated/vortex-tokio-local-disk	912715	860883	1.06
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 🚨	1003787	895149	1.12
random-access/nested-structs/uniform/lance-tokio-local-disk	3226618	2939743	1.10
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3528245	3210709	1.10
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚨	33619978	25445916	1.32
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚨	33578680	25662079	1.31
random-access/nested-structs/uniform/vortex-tokio-local-disk 🚨	2095368	1754806	1.19
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer 🚨	2008991	1761486	1.14
random-access/parquet-tokio-local-disk	185688773	192714910	0.96
random-access/parquet-tokio-local-disk-footer	187603806	193512920	0.97
random-access/taxi/correlated/lance-tokio-local-disk	1085880	1004123	1.08
random-access/taxi/correlated/lance-tokio-local-disk-footer 🚨	1978616	1745127	1.13
random-access/taxi/correlated/parquet-tokio-local-disk	282206148	288111251	0.98
random-access/taxi/correlated/parquet-tokio-local-disk-footer	277424899	287249450	0.97
random-access/taxi/correlated/vortex-tokio-local-disk	1968161	1878667	1.05
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1973803	2499626	0.79
random-access/taxi/uniform/lance-tokio-local-disk	9444750	8959285	1.05
random-access/taxi/uniform/lance-tokio-local-disk-footer	10226909	9717218	1.05
random-access/taxi/uniform/parquet-tokio-local-disk	293107333	296614846	0.99
random-access/taxi/uniform/parquet-tokio-local-disk-footer	296325560	294787901	1.01
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4782044	5508314	0.87
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4872480	5520891	0.88
random-access/vortex-tokio-local-disk	1370926	1303171	1.05
random-access/vortex-tokio-local-disk-footer 🚀	1367620	1750477	0.78

[github-actions]

Benchmarks: Compression

Summary

• Overall: 0.998x ➖
• Vortex: 1.004x ➖
• Parquet: 0.999x ➖

unknown / unknown (0.998x ➖, 0↑ 0↓)

name	PR 5126025 (ns)	base 1e30897 (ns)	ratio (PR/base)
compress time/Arade	1103584580	1132704486	0.97
compress time/Bimbo	6874011708	7027665474	0.98
compress time/CMSprovider	2955756862	2937486548	1.01
compress time/Euro2016	424058880	425886224	1.00
compress time/Food	381516836	398607677	0.96
compress time/HashTags	903396901	909509257	0.99
compress time/TPC-H l_comment canonical	1301991202	1301084797	1.00
compress time/TPC-H l_comment chunked	1338143201	1345211748	0.99
compress time/taxi	728622519	725331811	1.00
compress time/wide table cols=100 chunks=1 rows=1000	15292077	15704442	0.97
compress time/wide table cols=100 chunks=50 rows=1000	15823351	16085008	0.98
compress time/wide table cols=1000 chunks=1 rows=1000	157252294	157959982	1.00
compress time/wide table cols=1000 chunks=50 rows=1000	158370235	158998186	1.00
compress time/wide table cols=10000 chunks=1 rows=1000	1524017909	1568786098	0.97
compress time/wide table cols=10000 chunks=50 rows=1000	1529085171	1561462447	0.98
decompress time/Arade	30927065	29429309	1.05
decompress time/Bimbo	98825888	98497001	1.00
decompress time/CMSprovider	90081609	86497698	1.04
decompress time/Euro2016	22184570	22204990	1.00
decompress time/Food	8983041	8732991	1.03
decompress time/HashTags	82396199	80546526	1.02
decompress time/TPC-H l_comment canonical	42480966	41750749	1.02
decompress time/TPC-H l_comment chunked	43447489	42244516	1.03
decompress time/taxi	18953930	19529951	0.97
decompress time/wide table cols=100 chunks=1 rows=1000	2620072	2640796	0.99
decompress time/wide table cols=100 chunks=50 rows=1000	2664484	2609360	1.02
decompress time/wide table cols=1000 chunks=1 rows=1000	23659379	23578601	1.00
decompress time/wide table cols=1000 chunks=50 rows=1000	23079384	23621359	0.98
decompress time/wide table cols=10000 chunks=1 rows=1000	237025092	237728660	1.00
decompress time/wide table cols=10000 chunks=50 rows=1000	238470249	241571146	0.99
parquet size/Arade	305282152	305282152	1.00
parquet size/Bimbo	388935055	388935055	1.00
parquet size/CMSprovider	384634824	384634824	1.00
parquet size/Euro2016	123042700	123042700	1.00
parquet size/Food	36177631	36177631	1.00
parquet size/HashTags	133854962	133854962	1.00
parquet size/TPC-H l_comment canonical	158411391	158411391	1.00
parquet size/TPC-H l_comment chunked	158411391	158411391	1.00
parquet size/taxi	55879185	55879185	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932204	932204	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932204	932204	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9322004	9322004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9322004	9322004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93220004	93220004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93220004	93220004	1.00
parquet_rs-zstd compress time/Arade	2474576942	2518654548	0.98
parquet_rs-zstd compress time/Bimbo	15582906736	16143999089	0.97
parquet_rs-zstd compress time/CMSprovider	7801961615	7881701636	0.99
parquet_rs-zstd compress time/Euro2016	1450476711	1455541069	1.00
parquet_rs-zstd compress time/Food	922050659	949651318	0.97
parquet_rs-zstd compress time/HashTags	2546502969	2587324648	0.98
parquet_rs-zstd compress time/TPC-H l_comment canonical	3162925102	3172769073	1.00
parquet_rs-zstd compress time/TPC-H l_comment chunked	3182590626	3214720506	0.99
parquet_rs-zstd compress time/taxi	1373385590	1398266110	0.98
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6459579	6633117	0.97
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6337236	6638561	0.95
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	86397729	83508556	1.03
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	87347825	83277831	1.05
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	885657431	923464170	0.96
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	882006350	914799988	0.96
parquet_rs-zstd decompress time/Arade	665631849	672077639	0.99
parquet_rs-zstd decompress time/Bimbo	2262952205	2312240042	0.98
parquet_rs-zstd decompress time/CMSprovider	2116034459	2155082940	0.98
parquet_rs-zstd decompress time/Euro2016	423277918	416458988	1.02
parquet_rs-zstd decompress time/Food	239580787	242941827	0.99
parquet_rs-zstd decompress time/HashTags	680602224	678080085	1.00
parquet_rs-zstd decompress time/TPC-H l_comment canonical	703033101	722254425	0.97
parquet_rs-zstd decompress time/TPC-H l_comment chunked	708492907	722726991	0.98
parquet_rs-zstd decompress time/taxi	285283670	289313327	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2532902	2573973	0.98
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2533577	2555495	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	29627737	29537710	1.00
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	29451320	29708462	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	329783005	348439216	0.95
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	336448141	339215703	0.99
vortex-file-compressed size/Arade	143320836	143320892	1.00
vortex-file-compressed size/Bimbo	526057964	526057964	1.00
vortex-file-compressed size/CMSprovider	448137780	448338524	1.00
vortex-file-compressed size/Euro2016	164156268	167863828	0.98
vortex-file-compressed size/Food	44159672	44162400	1.00
vortex-file-compressed size/HashTags	195344860	198700644	0.98
vortex-file-compressed size/TPC-H l_comment canonical	179297960	180408824	0.99
vortex-file-compressed size/TPC-H l_comment chunked	179297960	180408824	0.99
vortex-file-compressed size/taxi	51448740	51448740	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	884384	884384	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	884384	884384	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	8829584	8829584	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	8829584	8829584	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	88317584	88317584	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	88317584	88317584	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	0.99
vortex:parquet-zstd ratio compress time/Bimbo	0	0	1.01
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.02
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.00
vortex:parquet-zstd ratio compress time/Food	0	0	0.99
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.00
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.00
vortex:parquet-zstd ratio compress time/taxi	0	0	1.02
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	2	2	1.00
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	2	2	1.03
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.96
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.95
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.06
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.03
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.06
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	0.98
vortex:parquet-zstd ratio decompress time/Food	0	0	1.04
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.02
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.05
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.05
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	1	1	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	0.99
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	0.98
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	0.98
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	0.99
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	0.99
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

[joseph-isaacs]

@AdamGS did you truncate these measurements look like some floats are. in compress