chore: new bench machines by joseph-isaacs · Pull Request #6953 · vortex-data/vortex

joseph-isaacs · 2026-03-13T17:18:34Z

Summary

Closes: #000

Testing

github-actions · 2026-03-13T17:19:33Z

Benchmarks: FineWeb NVMe

Summary

Overall: 0.748x ✅
Vortex: 0.731x ✅
Parquet: 0.784x ✅

Verdict

No clear signal

Attributed Vortex impact: -6.8%
Confidence: environment too noisy
Environment shift: -21.6%

Statistical Summary

Systemic shift (parquet controls): -21.6%
Control sigma: +7.3%
Residual noise: +4.8%
Median polish overall: -27.0%

datafusion / vortex-file-compressed (0.806x ✅, 8↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	3814291	5235071	0.73
fineweb_q01/datafusion:vortex-file-compressed 🚀	23492868	26467242	0.89
fineweb_q02/datafusion:vortex-file-compressed 🚀	22530405	27692767	0.81
fineweb_q03/datafusion:vortex-file-compressed 🚀	71922380	86468587	0.83
fineweb_q04/datafusion:vortex-file-compressed 🚀	167562403	226432404	0.74
fineweb_q05/datafusion:vortex-file-compressed 🚀	145586175	199575697	0.73
fineweb_q06/datafusion:vortex-file-compressed 🚀	55192573	67278767	0.82
fineweb_q07/datafusion:vortex-file-compressed 🚀	52220932	66912331	0.78
fineweb_q08/datafusion:vortex-file-compressed	23462785	24733609	0.95

datafusion / vortex-compact (0.659x ✅, 9↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	3555979	4124470	0.86
fineweb_q01/datafusion:vortex-compact 🚀	107910293	161383438	0.67
fineweb_q02/datafusion:vortex-compact 🚀	104498900	162767861	0.64
fineweb_q03/datafusion:vortex-compact 🚀	887705523	1437238490	0.62
fineweb_q04/datafusion:vortex-compact 🚀	948429883	1570850402	0.60
fineweb_q05/datafusion:vortex-compact 🚀	757245949	1231855473	0.61
fineweb_q06/datafusion:vortex-compact 🚀	434766733	695590372	0.63
fineweb_q07/datafusion:vortex-compact 🚀	452326527	721951437	0.63
fineweb_q08/datafusion:vortex-compact 🚀	17125933	24331200	0.70

datafusion / parquet (0.777x ✅, 8↑ 1↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	8007936	6419543	1.25
fineweb_q01/datafusion:parquet 🚀	201742160	273340356	0.74
fineweb_q02/datafusion:parquet 🚀	198676559	274328220	0.72
fineweb_q03/datafusion:parquet 🚀	198314099	271431319	0.73
fineweb_q04/datafusion:parquet 🚀	212598438	284561641	0.75
fineweb_q05/datafusion:parquet 🚀	207706670	277413605	0.75
fineweb_q06/datafusion:parquet 🚀	202190169	285033164	0.71
fineweb_q07/datafusion:parquet 🚀	199549535	271079098	0.74
fineweb_q08/datafusion:parquet 🚀	194576906	266749448	0.73

duckdb / vortex-file-compressed (0.771x ✅, 8↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚀	2842940	3169900	0.90
fineweb_q01/duckdb:vortex-file-compressed 🚀	21616868	29853819	0.72
fineweb_q02/duckdb:vortex-file-compressed	23941760	26200956	0.91
fineweb_q03/duckdb:vortex-file-compressed 🚀	116092187	139056065	0.83
fineweb_q04/duckdb:vortex-file-compressed 🚀	152539039	206434401	0.74
fineweb_q05/duckdb:vortex-file-compressed 🚀	132620734	187562751	0.71
fineweb_q06/duckdb:vortex-file-compressed 🚀	54225379	72965424	0.74
fineweb_q07/duckdb:vortex-file-compressed 🚀	49735907	71181543	0.70
fineweb_q08/duckdb:vortex-file-compressed 🚀	19799592	27742938	0.71

duckdb / vortex-compact (0.697x ✅, 7↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3410206	3778694	0.90
fineweb_q01/duckdb:vortex-compact 🚀	72866472	105676754	0.69
fineweb_q02/duckdb:vortex-compact 🚀	81263638	110564273	0.73
fineweb_q03/duckdb:vortex-compact 🚀	530804906	859181485	0.62
fineweb_q04/duckdb:vortex-compact 🚀	560370369	901274181	0.62
fineweb_q05/duckdb:vortex-compact 🚀	504982936	812830552	0.62
fineweb_q06/duckdb:vortex-compact 🚀	290600502	466281359	0.62
fineweb_q07/duckdb:vortex-compact 🚀	296265854	472557011	0.63
fineweb_q08/duckdb:vortex-compact	20393233	22267148	0.92

duckdb / parquet (0.791x ✅, 9↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚀	25605419	35960784	0.71
fineweb_q01/duckdb:parquet 🚀	73256746	90525034	0.81
fineweb_q02/duckdb:parquet 🚀	76512432	94008527	0.81
fineweb_q03/duckdb:parquet 🚀	235956018	306576043	0.77
fineweb_q04/duckdb:parquet 🚀	356742209	436321340	0.82
fineweb_q05/duckdb:parquet 🚀	328320672	407583448	0.81
fineweb_q06/duckdb:parquet 🚀	155000242	197170808	0.79
fineweb_q07/duckdb:parquet 🚀	162953746	209020183	0.78
fineweb_q08/duckdb:parquet 🚀	47565696	57296910	0.83

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-13.8%	-5.8%	-8.5%	+57.0%	➖ noise
0	datafusion:vortex-file-compressed	-27.1%	-5.8%	-22.7%	+78.3%	➖ noise
0	duckdb:vortex-compact	-9.8%	-5.8%	-4.2%	+34.6%	➖ noise
0	duckdb:vortex-file-compressed	-10.3%	-5.8%	-4.8%	+47.8%	➖ noise
1	datafusion:vortex-compact	-33.1%	-22.7%	-13.5%	+20.0%	➖ noise
1	datafusion:vortex-file-compressed	-11.2%	-22.7%	+14.9%	+20.0%	➖ noise
1	duckdb:vortex-compact	-31.0%	-22.7%	-10.8%	+21.2%	➖ noise
1	duckdb:vortex-file-compressed	-27.6%	-22.7%	-6.3%	+46.9%	➖ noise
2	datafusion:vortex-compact	-35.8%	-23.2%	-16.4%	+20.0%	➖ noise
2	datafusion:vortex-file-compressed	-18.6%	-23.2%	+6.0%	+22.2%	➖ noise
2	duckdb:vortex-compact	-26.5%	-23.2%	-4.3%	+20.0%	➖ noise
2	duckdb:vortex-file-compressed	-8.6%	-23.2%	+19.0%	+20.0%	➖ noise
3	datafusion:vortex-compact	-38.2%	-25.0%	-17.6%	+20.0%	✅ faster
3	datafusion:vortex-file-compressed	-16.8%	-25.0%	+10.9%	+37.1%	➖ noise
3	duckdb:vortex-compact	-38.2%	-25.0%	-17.6%	+20.0%	✅ faster
3	duckdb:vortex-file-compressed	-16.5%	-25.0%	+11.3%	+27.7%	➖ noise
4	datafusion:vortex-compact	-39.6%	-21.8%	-22.7%	+20.0%	✅ faster
4	datafusion:vortex-file-compressed	-26.0%	-21.8%	-5.3%	+20.0%	➖ noise
4	duckdb:vortex-compact	-37.8%	-21.8%	-20.4%	+20.0%	✅ faster
4	duckdb:vortex-file-compressed	-26.1%	-21.8%	-5.5%	+20.0%	➖ noise
5	datafusion:vortex-compact	-38.5%	-22.3%	-20.8%	+20.0%	✅ faster
5	datafusion:vortex-file-compressed	-27.1%	-22.3%	-6.1%	+20.0%	➖ noise
5	duckdb:vortex-compact	-37.9%	-22.3%	-20.0%	+20.0%	✅ faster
5	duckdb:vortex-file-compressed	-29.3%	-22.3%	-9.0%	+20.0%	➖ noise
6	datafusion:vortex-compact	-37.5%	-25.3%	-16.3%	+20.0%	➖ noise
6	datafusion:vortex-file-compressed	-18.0%	-25.3%	+9.9%	+20.0%	➖ noise
6	duckdb:vortex-compact	-37.7%	-25.3%	-16.5%	+20.0%	➖ noise
6	duckdb:vortex-file-compressed	-25.7%	-25.3%	-0.5%	+20.0%	➖ noise
7	datafusion:vortex-compact	-37.3%	-24.2%	-17.3%	+20.0%	✅ faster
7	datafusion:vortex-file-compressed	-22.0%	-24.2%	+3.0%	+20.0%	➖ noise
7	duckdb:vortex-compact	-37.3%	-24.2%	-17.2%	+20.0%	✅ faster
7	duckdb:vortex-file-compressed	-30.1%	-24.2%	-7.8%	+20.0%	➖ noise
8	datafusion:vortex-compact	-29.6%	-22.2%	-9.5%	+29.1%	➖ noise
8	datafusion:vortex-file-compressed	-5.1%	-22.2%	+21.9%	+35.1%	➖ noise
8	duckdb:vortex-compact	-8.4%	-22.2%	+17.7%	+20.0%	➖ noise
8	duckdb:vortex-file-compressed	-28.6%	-22.2%	-8.3%	+20.2%	➖ noise

github-actions · 2026-03-13T17:19:33Z

Benchmarks: Statistical and Population Genetics

Summary

Overall: 0.808x ✅
Vortex: 0.816x ✅
Parquet: 0.791x ✅

Verdict

No clear signal

Attributed Vortex impact: +3.1%
Confidence: medium
Environment shift: -20.9%

Statistical Summary

Systemic shift (parquet controls): -20.9%
Control sigma: +3.6%
Residual noise: +3.0%
Median polish overall: -16.9%

duckdb / vortex-file-compressed (0.794x ✅, 10↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed 🚀	7871421	10834571	0.73
statpopgen_q01/duckdb:vortex-file-compressed 🚀	13555552	26907040	0.50
statpopgen_q02/duckdb:vortex-file-compressed	1233348551	1294042899	0.95
statpopgen_q03/duckdb:vortex-file-compressed 🚀	2599040726	3154086245	0.82
statpopgen_q04/duckdb:vortex-file-compressed 🚀	2639711579	3175448053	0.83
statpopgen_q05/duckdb:vortex-file-compressed 🚀	1212220097	1357259773	0.89
statpopgen_q06/duckdb:vortex-file-compressed 🚀	1786612339	2037883654	0.88
statpopgen_q07/duckdb:vortex-file-compressed 🚀	150318404	195057513	0.77
statpopgen_q08/duckdb:vortex-file-compressed 🚀	160445123	208110521	0.77
statpopgen_q09/duckdb:vortex-file-compressed 🚀	2387814362	2906689621	0.82
statpopgen_q10/duckdb:vortex-file-compressed 🚀	3990267444	4597547637	0.87

duckdb / vortex-compact (0.839x ✅, 9↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact 🚀	7733862	10817917	0.71
statpopgen_q01/duckdb:vortex-compact 🚀	136779953	166076297	0.82
statpopgen_q02/duckdb:vortex-compact 🚀	1604593534	1789490518	0.90
statpopgen_q03/duckdb:vortex-compact	3133620222	3457695393	0.91
statpopgen_q04/duckdb:vortex-compact	3169461614	3431462538	0.92
statpopgen_q05/duckdb:vortex-compact 🚀	1556515033	1809401681	0.86
statpopgen_q06/duckdb:vortex-compact 🚀	2215626574	2661003749	0.83
statpopgen_q07/duckdb:vortex-compact 🚀	727381780	961147466	0.76
statpopgen_q08/duckdb:vortex-compact 🚀	763102078	1005351304	0.76
statpopgen_q09/duckdb:vortex-compact 🚀	2966259449	3299395106	0.90
statpopgen_q10/duckdb:vortex-compact 🚀	4744256947	5343826443	0.89

duckdb / parquet (0.791x ✅, 11↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet 🚀	246764635	313222834	0.79
statpopgen_q01/duckdb:parquet 🚀	318729874	391906749	0.81
statpopgen_q02/duckdb:parquet 🚀	798486318	997201434	0.80
statpopgen_q03/duckdb:parquet 🚀	1170221728	1490962595	0.78
statpopgen_q04/duckdb:parquet 🚀	1165092238	1519848287	0.77
statpopgen_q05/duckdb:parquet 🚀	790222137	998995001	0.79
statpopgen_q06/duckdb:parquet 🚀	1115375822	1449084303	0.77
statpopgen_q07/duckdb:parquet 🚀	1572309065	1877668923	0.84
statpopgen_q08/duckdb:parquet 🚀	1557566487	1864925931	0.84
statpopgen_q09/duckdb:parquet 🚀	1073468354	1385494000	0.77
statpopgen_q10/duckdb:parquet 🚀	2039085394	2719915812	0.75

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-28.5%	-21.2%	-9.3%	+10.0%	✅ faster
0	duckdb:vortex-file-compressed	-27.3%	-21.2%	-7.8%	+12.1%	➖ noise
1	duckdb:vortex-compact	-17.6%	-18.7%	+1.3%	+32.6%	➖ noise
1	duckdb:vortex-file-compressed	-49.6%	-18.7%	-38.1%	+201.5%	➖ noise
2	duckdb:vortex-compact	-10.3%	-19.9%	+12.0%	+10.0%	🚨 regression
2	duckdb:vortex-file-compressed	-4.7%	-19.9%	+19.0%	+10.0%	🚨 regression
3	duckdb:vortex-compact	-9.4%	-21.5%	+15.5%	+10.0%	🚨 regression
3	duckdb:vortex-file-compressed	-17.6%	-21.5%	+5.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	-7.6%	-23.3%	+20.5%	+10.0%	🚨 regression
4	duckdb:vortex-file-compressed	-16.9%	-23.3%	+8.4%	+10.0%	➖ noise
5	duckdb:vortex-compact	-14.0%	-20.9%	+8.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-10.7%	-20.9%	+12.9%	+10.0%	🚨 regression
6	duckdb:vortex-compact	-16.7%	-23.0%	+8.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-12.3%	-23.0%	+13.9%	+10.0%	🚨 regression
7	duckdb:vortex-compact	-24.3%	-16.3%	-9.6%	+10.0%	✅ faster
7	duckdb:vortex-file-compressed	-22.9%	-16.3%	-8.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	-24.1%	-16.5%	-9.1%	+10.0%	✅ faster
8	duckdb:vortex-file-compressed	-22.9%	-16.5%	-7.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	-10.1%	-22.5%	+16.0%	+10.0%	🚨 regression
9	duckdb:vortex-file-compressed	-17.9%	-22.5%	+6.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	-11.2%	-25.0%	+18.4%	+10.0%	🚨 regression
10	duckdb:vortex-file-compressed	-13.2%	-25.0%	+15.8%	+10.0%	🚨 regression

github-actions · 2026-03-13T17:19:36Z

Benchmarks: TPC-H SF=10 on S3

Summary

Overall: 0.967x ➖
Vortex: 0.965x ➖
Parquet: 0.969x ➖

Verdict

No clear signal

Attributed Vortex impact: -0.4%
Confidence: environment too noisy
Environment shift: -3.1%

Statistical Summary

Systemic shift (parquet controls): -3.1%
Control sigma: +14.7%
Residual noise: +11.7%
Median polish overall: -3.0%

datafusion / vortex-file-compressed (0.946x ➖, 0↑ 2↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	622766003	737703887	0.84
tpch_q02/datafusion:vortex-file-compressed	818566040	798755892	1.02
tpch_q03/datafusion:vortex-file-compressed	941740162	870067934	1.08
tpch_q04/datafusion:vortex-file-compressed	747287355	671626542	1.11
tpch_q05/datafusion:vortex-file-compressed	958971108	1164363524	0.82
tpch_q06/datafusion:vortex-file-compressed	638245553	639153839	1.00
tpch_q07/datafusion:vortex-file-compressed	953703070	1194365073	0.80
tpch_q08/datafusion:vortex-file-compressed	1039433393	1221879323	0.85
tpch_q09/datafusion:vortex-file-compressed	1178229509	1388635522	0.85
tpch_q10/datafusion:vortex-file-compressed	1009912129	1053817362	0.96
tpch_q11/datafusion:vortex-file-compressed	504663523	601692514	0.84
tpch_q12/datafusion:vortex-file-compressed	910561544	965945971	0.94
tpch_q13/datafusion:vortex-file-compressed	407995289	571996007	0.71
tpch_q14/datafusion:vortex-file-compressed	582013309	619032219	0.94
tpch_q15/datafusion:vortex-file-compressed	1101126284	1252322431	0.88
tpch_q16/datafusion:vortex-file-compressed 🚨	548945499	406927498	1.35
tpch_q17/datafusion:vortex-file-compressed	974856803	1194194571	0.82
tpch_q18/datafusion:vortex-file-compressed	1206239493	1329595772	0.91
tpch_q19/datafusion:vortex-file-compressed	773597789	708304785	1.09
tpch_q20/datafusion:vortex-file-compressed	1061670293	978621148	1.08
tpch_q21/datafusion:vortex-file-compressed	1531556655	1864181777	0.82
tpch_q22/datafusion:vortex-file-compressed 🚨	462479093	338614026	1.37

datafusion / vortex-compact (1.059x ➖, 0↑ 4↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	845483290	750304597	1.13
tpch_q02/datafusion:vortex-compact	1005715281	874912121	1.15
tpch_q03/datafusion:vortex-compact 🚨	1264894840	909898884	1.39
tpch_q04/datafusion:vortex-compact	670367767	761663398	0.88
tpch_q05/datafusion:vortex-compact	1056720204	1011573078	1.04
tpch_q06/datafusion:vortex-compact	619445994	677535081	0.91
tpch_q07/datafusion:vortex-compact	1201500791	1174251858	1.02
tpch_q08/datafusion:vortex-compact	1080904967	1231535840	0.88
tpch_q09/datafusion:vortex-compact	1254476273	1487561045	0.84
tpch_q10/datafusion:vortex-compact	1280687259	1133855445	1.13
tpch_q11/datafusion:vortex-compact	581723833	486099677	1.20
tpch_q12/datafusion:vortex-compact 🚨	1264749957	905533663	1.40
tpch_q13/datafusion:vortex-compact	451897740	465048138	0.97
tpch_q14/datafusion:vortex-compact	817051002	820686230	1.00
tpch_q15/datafusion:vortex-compact 🚨	1741354974	1337382182	1.30
tpch_q16/datafusion:vortex-compact 🚨	641169651	394947251	1.62
tpch_q17/datafusion:vortex-compact	979160653	1289695445	0.76
tpch_q18/datafusion:vortex-compact	1016080234	1250397519	0.81
tpch_q19/datafusion:vortex-compact	741448808	751585567	0.99
tpch_q20/datafusion:vortex-compact	1179907109	1023226183	1.15
tpch_q21/datafusion:vortex-compact	1441862235	1573592080	0.92
tpch_q22/datafusion:vortex-compact	473631376	381262861	1.24

datafusion / parquet (0.976x ➖, 1↑ 2↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	726655650	972521496	0.75
tpch_q02/datafusion:parquet 🚀	828681682	1231787075	0.67
tpch_q03/datafusion:parquet	1005421792	1357931726	0.74
tpch_q04/datafusion:parquet	449159757	543284659	0.83
tpch_q05/datafusion:parquet	1183384936	1287358343	0.92
tpch_q06/datafusion:parquet	469480257	533537264	0.88
tpch_q07/datafusion:parquet	1241643316	1623686690	0.76
tpch_q08/datafusion:parquet	1522700182	1588377794	0.96
tpch_q09/datafusion:parquet	1750202182	2110369237	0.83
tpch_q10/datafusion:parquet	2157451974	2204383005	0.98
tpch_q11/datafusion:parquet	787640943	687667926	1.15
tpch_q12/datafusion:parquet	685512219	752300219	0.91
tpch_q13/datafusion:parquet	894713919	740224110	1.21
tpch_q14/datafusion:parquet	909258702	817117103	1.11
tpch_q15/datafusion:parquet	1304905340	1248949614	1.04
tpch_q16/datafusion:parquet 🚨	693135894	459382458	1.51
tpch_q17/datafusion:parquet	1443395961	1419766296	1.02
tpch_q18/datafusion:parquet	1806553101	1764826015	1.02
tpch_q19/datafusion:parquet	1143374198	1085123928	1.05
tpch_q20/datafusion:parquet	1180163639	1157155995	1.02
tpch_q21/datafusion:parquet	1764472040	1920926743	0.92
tpch_q22/datafusion:parquet 🚨	1514801406	875591926	1.73

duckdb / vortex-file-compressed (0.906x ➖, 0↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	529074883	611642517	0.87
tpch_q02/duckdb:vortex-file-compressed	1316630733	1211605545	1.09
tpch_q03/duckdb:vortex-file-compressed	909619620	930597760	0.98
tpch_q04/duckdb:vortex-file-compressed	690808180	670882222	1.03
tpch_q05/duckdb:vortex-file-compressed	1089611520	1145149290	0.95
tpch_q06/duckdb:vortex-file-compressed	685447582	787123592	0.87
tpch_q07/duckdb:vortex-file-compressed	1088427015	1108797600	0.98
tpch_q08/duckdb:vortex-file-compressed	1376898483	1610297883	0.86
tpch_q09/duckdb:vortex-file-compressed	1328499124	1597253345	0.83
tpch_q10/duckdb:vortex-file-compressed	1486908985	1311008776	1.13
tpch_q11/duckdb:vortex-file-compressed	624597519	493430522	1.27
tpch_q12/duckdb:vortex-file-compressed	760314604	817970413	0.93
tpch_q13/duckdb:vortex-file-compressed	1024487046	1231174933	0.83
tpch_q14/duckdb:vortex-file-compressed	782765194	929282206	0.84
tpch_q15/duckdb:vortex-file-compressed	548929098	606963900	0.90
tpch_q16/duckdb:vortex-file-compressed	407739134	522153462	0.78
tpch_q17/duckdb:vortex-file-compressed	852130609	1072121842	0.79
tpch_q18/duckdb:vortex-file-compressed	759208685	1002864636	0.76
tpch_q19/duckdb:vortex-file-compressed	728201320	850790048	0.86
tpch_q20/duckdb:vortex-file-compressed	1146289526	1298046440	0.88
tpch_q21/duckdb:vortex-file-compressed	1746901808	2301654330	0.76
tpch_q22/duckdb:vortex-file-compressed	642146547	702753169	0.91

duckdb / vortex-compact (0.957x ➖, 1↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact 🚀	544992004	789789871	0.69
tpch_q02/duckdb:vortex-compact	1102681322	1089582193	1.01
tpch_q03/duckdb:vortex-compact	941542643	900195172	1.05
tpch_q04/duckdb:vortex-compact	529531396	504571361	1.05
tpch_q05/duckdb:vortex-compact	984860958	1171907297	0.84
tpch_q06/duckdb:vortex-compact	713615235	820948606	0.87
tpch_q07/duckdb:vortex-compact	1057142560	1096863235	0.96
tpch_q08/duckdb:vortex-compact	1218139440	1433131375	0.85
tpch_q09/duckdb:vortex-compact	1209612761	1578132887	0.77
tpch_q10/duckdb:vortex-compact	1113204251	979980772	1.14
tpch_q11/duckdb:vortex-compact	658249403	779080466	0.84
tpch_q12/duckdb:vortex-compact	584945641	617197254	0.95
tpch_q13/duckdb:vortex-compact	840112097	838180116	1.00
tpch_q14/duckdb:vortex-compact	887449471	832498889	1.07
tpch_q15/duckdb:vortex-compact	471039324	542241334	0.87
tpch_q16/duckdb:vortex-compact	389755625	331892589	1.17
tpch_q17/duckdb:vortex-compact	825049052	871594837	0.95
tpch_q18/duckdb:vortex-compact	767157935	687140983	1.12
tpch_q19/duckdb:vortex-compact	659672772	697077883	0.95
tpch_q20/duckdb:vortex-compact	1292845924	1230963780	1.05
tpch_q21/duckdb:vortex-compact	1670959972	1641970447	1.02
tpch_q22/duckdb:vortex-compact	699858925	682775440	1.03

duckdb / parquet (0.963x ➖, 1↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	931532872	1181153110	0.79
tpch_q02/duckdb:parquet	1506263688	1745336405	0.86
tpch_q03/duckdb:parquet	1698947242	1661461461	1.02
tpch_q04/duckdb:parquet	1088723617	1197250782	0.91
tpch_q05/duckdb:parquet	1962224359	2246661240	0.87
tpch_q06/duckdb:parquet	945402202	750001990	1.26
tpch_q07/duckdb:parquet	2109071756	1736478969	1.21
tpch_q08/duckdb:parquet	2375412149	2584132957	0.92
tpch_q09/duckdb:parquet	2249956555	2406895905	0.93
tpch_q10/duckdb:parquet	3642368596	3355364604	1.09
tpch_q11/duckdb:parquet	986334972	939329630	1.05
tpch_q12/duckdb:parquet	1112780608	985998606	1.13
tpch_q13/duckdb:parquet	1304522348	1274401642	1.02
tpch_q14/duckdb:parquet 🚀	1108239740	1625540603	0.68
tpch_q15/duckdb:parquet	898784360	838534476	1.07
tpch_q16/duckdb:parquet	945215967	865014539	1.09
tpch_q17/duckdb:parquet	1192721508	1396008078	0.85
tpch_q18/duckdb:parquet	1239159519	1580234948	0.78
tpch_q19/duckdb:parquet	1367856961	1739666718	0.79
tpch_q20/duckdb:parquet	2027569995	1771593577	1.14
tpch_q21/duckdb:parquet	1970628046	1945077315	1.01
tpch_q22/duckdb:parquet	1058853228	1130852219	0.94

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+12.7%	-23.2%	+46.8%	+80.0%	➖ noise
1	datafusion:vortex-file-compressed	-15.6%	-23.2%	+10.0%	+94.6%	➖ noise
1	duckdb:vortex-compact	-31.0%	-23.2%	-10.1%	+48.5%	➖ noise
1	duckdb:vortex-file-compressed	-13.5%	-23.2%	+12.7%	+44.2%	➖ noise
2	datafusion:vortex-compact	+15.0%	-23.8%	+50.9%	+46.1%	🚨 regression
2	datafusion:vortex-file-compressed	+2.5%	-23.8%	+34.5%	+42.4%	➖ noise
2	duckdb:vortex-compact	+1.2%	-23.8%	+32.8%	+60.6%	➖ noise
2	duckdb:vortex-file-compressed	+8.7%	-23.8%	+42.6%	+42.8%	➖ noise
3	datafusion:vortex-compact	+39.0%	-13.0%	+59.8%	+95.7%	➖ noise
3	datafusion:vortex-file-compressed	+8.2%	-13.0%	+24.4%	+92.6%	➖ noise
3	duckdb:vortex-compact	+4.6%	-13.0%	+20.2%	+68.8%	➖ noise
3	duckdb:vortex-file-compressed	-2.3%	-13.0%	+12.3%	+70.3%	➖ noise
4	datafusion:vortex-compact	-12.0%	-13.3%	+1.5%	+42.4%	➖ noise
4	datafusion:vortex-file-compressed	+11.3%	-13.3%	+28.3%	+42.4%	➖ noise
4	duckdb:vortex-compact	+4.9%	-13.3%	+21.0%	+42.4%	➖ noise
4	duckdb:vortex-file-compressed	+3.0%	-13.3%	+18.8%	+42.4%	➖ noise
5	datafusion:vortex-compact	+4.5%	-10.4%	+16.6%	+50.0%	➖ noise
5	datafusion:vortex-file-compressed	-17.6%	-10.4%	-8.1%	+42.4%	➖ noise
5	duckdb:vortex-compact	-16.0%	-10.4%	-6.2%	+42.4%	➖ noise
5	duckdb:vortex-file-compressed	-4.8%	-10.4%	+6.2%	+42.4%	➖ noise
6	datafusion:vortex-compact	-8.6%	+5.3%	-13.2%	+42.4%	➖ noise
6	datafusion:vortex-file-compressed	-0.1%	+5.3%	-5.2%	+42.4%	➖ noise
6	duckdb:vortex-compact	-13.1%	+5.3%	-17.5%	+42.4%	➖ noise
6	duckdb:vortex-file-compressed	-12.9%	+5.3%	-17.3%	+42.4%	➖ noise
7	datafusion:vortex-compact	+2.3%	-3.6%	+6.2%	+42.4%	➖ noise
7	datafusion:vortex-file-compressed	-20.1%	-3.6%	-17.1%	+42.4%	➖ noise
7	duckdb:vortex-compact	-3.6%	-3.6%	+0.0%	+42.4%	➖ noise
7	duckdb:vortex-file-compressed	-1.8%	-3.6%	+1.9%	+42.4%	➖ noise
8	datafusion:vortex-compact	-12.2%	-6.1%	-6.5%	+50.5%	➖ noise
8	datafusion:vortex-file-compressed	-14.9%	-6.1%	-9.4%	+42.4%	➖ noise
8	duckdb:vortex-compact	-15.0%	-6.1%	-9.5%	+42.4%	➖ noise
8	duckdb:vortex-file-compressed	-14.5%	-6.1%	-8.9%	+42.4%	➖ noise
9	datafusion:vortex-compact	-15.7%	-12.0%	-4.2%	+42.4%	➖ noise
9	datafusion:vortex-file-compressed	-15.2%	-12.0%	-3.6%	+42.4%	➖ noise
9	duckdb:vortex-compact	-23.4%	-12.0%	-12.9%	+42.4%	➖ noise
9	duckdb:vortex-file-compressed	-16.8%	-12.0%	-5.5%	+42.4%	➖ noise
10	datafusion:vortex-compact	+12.9%	+3.1%	+9.6%	+43.4%	➖ noise
10	datafusion:vortex-file-compressed	-4.2%	+3.1%	-7.0%	+42.5%	➖ noise
10	duckdb:vortex-compact	+13.6%	+3.1%	+10.2%	+44.7%	➖ noise
10	duckdb:vortex-file-compressed	+13.4%	+3.1%	+10.0%	+43.1%	➖ noise
11	datafusion:vortex-compact	+19.7%	+9.7%	+9.1%	+42.4%	➖ noise
11	datafusion:vortex-file-compressed	-16.1%	+9.7%	-23.5%	+42.4%	➖ noise
11	duckdb:vortex-compact	-15.5%	+9.7%	-23.0%	+42.4%	➖ noise
11	duckdb:vortex-file-compressed	+26.6%	+9.7%	+15.4%	+42.4%	➖ noise
12	datafusion:vortex-compact	+39.7%	+1.4%	+37.7%	+87.1%	➖ noise
12	datafusion:vortex-file-compressed	-5.7%	+1.4%	-7.0%	+42.4%	➖ noise
12	duckdb:vortex-compact	-5.2%	+1.4%	-6.5%	+42.4%	➖ noise
12	duckdb:vortex-file-compressed	-7.0%	+1.4%	-8.3%	+44.5%	➖ noise
13	datafusion:vortex-compact	-2.8%	+11.2%	-12.6%	+95.6%	➖ noise
13	datafusion:vortex-file-compressed	-28.7%	+11.2%	-35.9%	+68.7%	➖ noise
13	duckdb:vortex-compact	+0.2%	+11.2%	-9.9%	+108.7%	➖ noise
13	duckdb:vortex-file-compressed	-16.8%	+11.2%	-25.2%	+84.5%	➖ noise
14	datafusion:vortex-compact	-0.4%	-12.9%	+14.3%	+59.5%	➖ noise
14	datafusion:vortex-file-compressed	-6.0%	-12.9%	+7.9%	+43.3%	➖ noise
14	duckdb:vortex-compact	+6.6%	-12.9%	+22.4%	+42.9%	➖ noise
14	duckdb:vortex-file-compressed	-15.8%	-12.9%	-3.3%	+45.7%	➖ noise
15	datafusion:vortex-compact	+30.2%	+5.8%	+23.0%	+42.4%	➖ noise
15	datafusion:vortex-file-compressed	-12.1%	+5.8%	-16.9%	+42.4%	➖ noise
15	duckdb:vortex-compact	-13.1%	+5.8%	-17.9%	+42.4%	➖ noise
15	duckdb:vortex-file-compressed	-9.6%	+5.8%	-14.5%	+42.4%	➖ noise
16	datafusion:vortex-compact	+62.3%	+28.4%	+26.4%	+108.6%	➖ noise
16	datafusion:vortex-file-compressed	+34.9%	+28.4%	+5.1%	+45.2%	➖ noise
16	duckdb:vortex-compact	+17.4%	+28.4%	-8.5%	+42.4%	➖ noise
16	duckdb:vortex-file-compressed	-21.9%	+28.4%	-39.2%	+42.4%	✅ faster
17	datafusion:vortex-compact	-24.1%	-6.8%	-18.5%	+42.4%	➖ noise
17	datafusion:vortex-file-compressed	-18.4%	-6.8%	-12.4%	+42.4%	➖ noise
17	duckdb:vortex-compact	-5.3%	-6.8%	+1.6%	+42.4%	➖ noise
17	duckdb:vortex-file-compressed	-20.5%	-6.8%	-14.7%	+42.4%	➖ noise
18	datafusion:vortex-compact	-18.7%	-10.4%	-9.3%	+42.4%	➖ noise
18	datafusion:vortex-file-compressed	-9.3%	-10.4%	+1.3%	+42.4%	➖ noise
18	duckdb:vortex-compact	+11.6%	-10.4%	+24.6%	+42.4%	➖ noise
18	duckdb:vortex-file-compressed	-24.3%	-10.4%	-15.5%	+42.4%	➖ noise
19	datafusion:vortex-compact	-1.3%	-9.0%	+8.4%	+47.5%	➖ noise
19	datafusion:vortex-file-compressed	+9.2%	-9.0%	+20.0%	+42.4%	➖ noise
19	duckdb:vortex-compact	-5.4%	-9.0%	+4.0%	+42.4%	➖ noise
19	duckdb:vortex-file-compressed	-14.4%	-9.0%	-6.0%	+42.4%	➖ noise
20	datafusion:vortex-compact	+15.3%	+8.0%	+6.7%	+42.4%	➖ noise
20	datafusion:vortex-file-compressed	+8.5%	+8.0%	+0.4%	+42.4%	➖ noise
20	duckdb:vortex-compact	+5.0%	+8.0%	-2.8%	+42.4%	➖ noise
20	duckdb:vortex-file-compressed	-11.7%	+8.0%	-18.3%	+42.4%	➖ noise
21	datafusion:vortex-compact	-8.4%	-3.5%	-5.0%	+42.4%	➖ noise
21	datafusion:vortex-file-compressed	-17.8%	-3.5%	-14.8%	+42.4%	➖ noise
21	duckdb:vortex-compact	+1.8%	-3.5%	+5.5%	+42.4%	➖ noise
21	duckdb:vortex-file-compressed	-24.1%	-3.5%	-21.3%	+42.4%	➖ noise
22	datafusion:vortex-compact	+24.2%	+27.3%	-2.4%	+42.4%	➖ noise
22	datafusion:vortex-file-compressed	+36.6%	+27.3%	+7.3%	+48.7%	➖ noise
22	duckdb:vortex-compact	+2.5%	+27.3%	-19.5%	+44.0%	➖ noise
22	duckdb:vortex-file-compressed	-8.6%	+27.3%	-28.2%	+42.4%	➖ noise

github-actions · 2026-03-13T17:19:37Z

Benchmarks: FineWeb S3

Summary

Overall: 0.974x ➖
Vortex: 0.938x ➖
Parquet: 1.048x ➖

Verdict

No clear signal

Attributed Vortex impact: -10.5%
Confidence: environment too noisy
Environment shift: +4.8%

Statistical Summary

Systemic shift (parquet controls): +4.8%
Control sigma: +6.4%
Residual noise: +10.5%
Median polish overall: -6.9%

datafusion / vortex-file-compressed (1.104x ➖, 0↑ 2↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	74205517	33025473	2.25
fineweb_q01/datafusion:vortex-file-compressed	600522520	474699224	1.27
fineweb_q02/datafusion:vortex-file-compressed	533620024	468131410	1.14
fineweb_q03/datafusion:vortex-file-compressed	1243839575	1425490356	0.87
fineweb_q04/datafusion:vortex-file-compressed	1166001124	1427619822	0.82
fineweb_q05/datafusion:vortex-file-compressed	1157591135	1412133473	0.82
fineweb_q06/datafusion:vortex-file-compressed	1473609843	1480551045	1.00
fineweb_q07/datafusion:vortex-file-compressed	1220408345	1467022297	0.83
fineweb_q08/datafusion:vortex-file-compressed 🚨	842307013	542919442	1.55

datafusion / vortex-compact (0.885x ➖, 2↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	73788539	60418737	1.22
fineweb_q01/datafusion:vortex-compact	647073557	558676039	1.16
fineweb_q02/datafusion:vortex-compact	806324452	701263878	1.15
fineweb_q03/datafusion:vortex-compact	1518168574	1866150948	0.81
fineweb_q04/datafusion:vortex-compact 🚀	1481530462	2236141513	0.66
fineweb_q05/datafusion:vortex-compact 🚀	1143387229	1691996219	0.68
fineweb_q06/datafusion:vortex-compact	1157731790	1430567398	0.81
fineweb_q07/datafusion:vortex-compact	1030276645	1355699604	0.76
fineweb_q08/datafusion:vortex-compact	359543706	392274691	0.92

datafusion / parquet (1.101x ➖, 0↑ 1↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	1656758952	1221124382	1.36
fineweb_q01/datafusion:parquet	2088516087	1840791380	1.13
fineweb_q02/datafusion:parquet	1927200722	1782632449	1.08
fineweb_q03/datafusion:parquet	1873038690	1719073912	1.09
fineweb_q04/datafusion:parquet	1848292482	1928480767	0.96
fineweb_q05/datafusion:parquet	1896193500	1847361871	1.03
fineweb_q06/datafusion:parquet	2036656661	1907322701	1.07
fineweb_q07/datafusion:parquet	2071782416	1877241951	1.10
fineweb_q08/datafusion:parquet	2002561536	1774294120	1.13

duckdb / vortex-file-compressed (0.872x ➖, 0↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	99654607	100752614	0.99
fineweb_q01/duckdb:vortex-file-compressed	515087345	662333151	0.78
fineweb_q02/duckdb:vortex-file-compressed	480001473	515755220	0.93
fineweb_q03/duckdb:vortex-file-compressed	1384820995	1546259058	0.90
fineweb_q04/duckdb:vortex-file-compressed	1396930235	1561588752	0.89
fineweb_q05/duckdb:vortex-file-compressed	1305864772	1504149077	0.87
fineweb_q06/duckdb:vortex-file-compressed	1529065814	1668099397	0.92
fineweb_q07/duckdb:vortex-file-compressed	1263407682	1605926627	0.79
fineweb_q08/duckdb:vortex-file-compressed	521053606	644929446	0.81

duckdb / vortex-compact (0.910x ➖, 0↑ 1↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	94734228	65943962	1.44
fineweb_q01/duckdb:vortex-compact	642096463	540113935	1.19
fineweb_q02/duckdb:vortex-compact	497811207	586025634	0.85
fineweb_q03/duckdb:vortex-compact	1213164371	1577270607	0.77
fineweb_q04/duckdb:vortex-compact	1238293712	1635844354	0.76
fineweb_q05/duckdb:vortex-compact	1131427952	1496555376	0.76
fineweb_q06/duckdb:vortex-compact	1283938470	1487000986	0.86
fineweb_q07/duckdb:vortex-compact	1027743036	1332026378	0.77
fineweb_q08/duckdb:vortex-compact	508376466	507521677	1.00

duckdb / parquet (0.998x ➖, 0↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1161698658	1285249968	0.90
fineweb_q01/duckdb:parquet	1786359181	1800374040	0.99
fineweb_q02/duckdb:parquet	1763655266	1551583934	1.14
fineweb_q03/duckdb:parquet	4174548243	4105720370	1.02
fineweb_q04/duckdb:parquet	1732926931	1936367765	0.89
fineweb_q05/duckdb:parquet	2687942264	2605133838	1.03
fineweb_q06/duckdb:parquet	3333401530	3484164199	0.96
fineweb_q07/duckdb:parquet	4235615414	4499192468	0.94
fineweb_q08/duckdb:parquet	1279332398	1118608904	1.14

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+22.1%	+10.7%	+10.3%	+141.9%	➖ noise
0	datafusion:vortex-file-compressed	+124.7%	+10.7%	+102.9%	+190.5%	➖ noise
0	duckdb:vortex-compact	+43.7%	+10.7%	+29.7%	+53.6%	➖ noise
0	duckdb:vortex-file-compressed	-1.1%	+10.7%	-10.7%	+33.5%	➖ noise
1	datafusion:vortex-compact	+15.8%	+6.1%	+9.2%	+107.1%	➖ noise
1	datafusion:vortex-file-compressed	+26.5%	+6.1%	+19.2%	+132.5%	➖ noise
1	duckdb:vortex-compact	+18.9%	+6.1%	+12.0%	+64.0%	➖ noise
1	duckdb:vortex-file-compressed	-22.2%	+6.1%	-26.7%	+30.0%	✅ faster
2	datafusion:vortex-compact	+15.0%	+10.9%	+3.7%	+49.9%	➖ noise
2	datafusion:vortex-file-compressed	+14.0%	+10.9%	+2.8%	+44.4%	➖ noise
2	duckdb:vortex-compact	-15.1%	+10.9%	-23.4%	+36.7%	➖ noise
2	duckdb:vortex-file-compressed	-6.9%	+10.9%	-16.0%	+31.0%	➖ noise
3	datafusion:vortex-compact	-18.6%	+5.3%	-22.7%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-12.7%	+5.3%	-17.1%	+30.0%	➖ noise
3	duckdb:vortex-compact	-23.1%	+5.3%	-26.9%	+30.0%	✅ faster
3	duckdb:vortex-file-compressed	-10.4%	+5.3%	-14.9%	+30.0%	➖ noise
4	datafusion:vortex-compact	-33.7%	-7.4%	-28.5%	+30.0%	✅ faster
4	datafusion:vortex-file-compressed	-18.3%	-7.4%	-11.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	-24.3%	-7.4%	-18.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-10.5%	-7.4%	-3.4%	+30.0%	➖ noise
5	datafusion:vortex-compact	-32.4%	+2.9%	-34.3%	+30.0%	✅ faster
5	datafusion:vortex-file-compressed	-18.0%	+2.9%	-20.3%	+30.0%	➖ noise
5	duckdb:vortex-compact	-24.4%	+2.9%	-26.5%	+30.0%	✅ faster
5	duckdb:vortex-file-compressed	-13.2%	+2.9%	-15.6%	+30.0%	➖ noise
6	datafusion:vortex-compact	-19.1%	+1.1%	-19.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.5%	+1.1%	-1.5%	+34.2%	➖ noise
6	duckdb:vortex-compact	-13.7%	+1.1%	-14.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-8.3%	+1.1%	-9.3%	+30.0%	➖ noise
7	datafusion:vortex-compact	-24.0%	+1.9%	-25.4%	+30.0%	✅ faster
7	datafusion:vortex-file-compressed	-16.8%	+1.9%	-18.4%	+30.0%	➖ noise
7	duckdb:vortex-compact	-22.8%	+1.9%	-24.3%	+30.0%	✅ faster
7	duckdb:vortex-file-compressed	-21.3%	+1.9%	-22.8%	+30.0%	➖ noise
8	datafusion:vortex-compact	-8.3%	+13.6%	-19.3%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+55.1%	+13.6%	+36.6%	+32.1%	🚨 regression
8	duckdb:vortex-compact	+0.2%	+13.6%	-11.8%	+63.0%	➖ noise
8	duckdb:vortex-file-compressed	-19.2%	+13.6%	-28.9%	+30.0%	✅ faster

github-actions · 2026-03-13T17:19:37Z

Benchmarks: TPC-H SF=1 on NVME

Summary

Overall: 0.787x ✅
Vortex: 0.786x ✅
Parquet: 0.805x ✅

Verdict

No clear signal

Attributed Vortex impact: -3.0%
Confidence: environment too noisy
Environment shift: -19.5%

Statistical Summary

Systemic shift (parquet controls): -19.5%
Control sigma: +6.8%
Residual noise: +5.5%
Median polish overall: -19.4%

datafusion / vortex-file-compressed (0.791x ✅, 21↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	39035491	51725530	0.75
tpch_q02/datafusion:vortex-file-compressed 🚀	43458398	50636803	0.86
tpch_q03/datafusion:vortex-file-compressed 🚀	20939315	27319634	0.77
tpch_q04/datafusion:vortex-file-compressed 🚀	14879303	19022414	0.78
tpch_q05/datafusion:vortex-file-compressed 🚀	66203566	78328562	0.85
tpch_q06/datafusion:vortex-file-compressed 🚀	7384757	10303718	0.72
tpch_q07/datafusion:vortex-file-compressed 🚀	68644923	89254809	0.77
tpch_q08/datafusion:vortex-file-compressed 🚀	56743472	64827918	0.88
tpch_q09/datafusion:vortex-file-compressed 🚀	65610253	88264355	0.74
tpch_q10/datafusion:vortex-file-compressed 🚀	65234622	78934827	0.83
tpch_q11/datafusion:vortex-file-compressed 🚀	15132350	17618085	0.86
tpch_q12/datafusion:vortex-file-compressed 🚀	27524020	34455774	0.80
tpch_q13/datafusion:vortex-file-compressed 🚀	20217009	28582143	0.71
tpch_q14/datafusion:vortex-file-compressed	25992190	27225426	0.95
tpch_q15/datafusion:vortex-file-compressed 🚀	19317083	25620447	0.75
tpch_q16/datafusion:vortex-file-compressed 🚀	28626977	34402299	0.83
tpch_q17/datafusion:vortex-file-compressed 🚀	57201883	76685557	0.75
tpch_q18/datafusion:vortex-file-compressed 🚀	76325314	103024796	0.74
tpch_q19/datafusion:vortex-file-compressed 🚀	28571661	36591259	0.78
tpch_q20/datafusion:vortex-file-compressed 🚀	41633201	49208058	0.85
tpch_q21/datafusion:vortex-file-compressed 🚀	69872455	94306768	0.74
tpch_q22/datafusion:vortex-file-compressed 🚀	11079548	14629362	0.76

datafusion / vortex-compact (0.798x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	45363376	59159586	0.77
tpch_q02/datafusion:vortex-compact 🚀	47666175	55068180	0.87
tpch_q03/datafusion:vortex-compact 🚀	24428278	32171473	0.76
tpch_q04/datafusion:vortex-compact 🚀	19067865	22871031	0.83
tpch_q05/datafusion:vortex-compact 🚀	70631892	83048384	0.85
tpch_q06/datafusion:vortex-compact 🚀	11508258	13796537	0.83
tpch_q07/datafusion:vortex-compact 🚀	76916644	96027183	0.80
tpch_q08/datafusion:vortex-compact 🚀	66451920	74793634	0.89
tpch_q09/datafusion:vortex-compact 🚀	71824744	93080742	0.77
tpch_q10/datafusion:vortex-compact 🚀	66764818	79888276	0.84
tpch_q11/datafusion:vortex-compact 🚀	16949816	20581729	0.82
tpch_q12/datafusion:vortex-compact 🚀	35740809	43908398	0.81
tpch_q13/datafusion:vortex-compact 🚀	25168427	35858295	0.70
tpch_q14/datafusion:vortex-compact 🚀	28453122	32969758	0.86
tpch_q15/datafusion:vortex-compact 🚀	25208801	32498427	0.78
tpch_q16/datafusion:vortex-compact 🚀	34557813	41111749	0.84
tpch_q17/datafusion:vortex-compact 🚀	59628459	80828583	0.74
tpch_q18/datafusion:vortex-compact 🚀	83736122	111110347	0.75
tpch_q19/datafusion:vortex-compact 🚀	36545956	49545355	0.74
tpch_q20/datafusion:vortex-compact 🚀	43529177	54116703	0.80
tpch_q21/datafusion:vortex-compact 🚀	79360267	106139041	0.75
tpch_q22/datafusion:vortex-compact 🚀	11962978	15450046	0.77

datafusion / parquet (0.809x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	83884999	149419580	0.56
tpch_q02/datafusion:parquet 🚀	65624688	80955685	0.81
tpch_q03/datafusion:parquet 🚀	59957920	87009895	0.69
tpch_q04/datafusion:parquet 🚀	43231001	53717346	0.80
tpch_q05/datafusion:parquet 🚀	144862262	163836732	0.88
tpch_q06/datafusion:parquet 🚀	28254812	38863930	0.73
tpch_q07/datafusion:parquet 🚀	161646892	180304806	0.90
tpch_q08/datafusion:parquet 🚀	143092879	166221736	0.86
tpch_q09/datafusion:parquet 🚀	187804811	209849831	0.89
tpch_q10/datafusion:parquet 🚀	166901765	189950875	0.88
tpch_q11/datafusion:parquet 🚀	51313952	58769012	0.87
tpch_q12/datafusion:parquet 🚀	99565128	117546076	0.85
tpch_q13/datafusion:parquet 🚀	162644171	198742732	0.82
tpch_q14/datafusion:parquet 🚀	71407628	80503452	0.89
tpch_q15/datafusion:parquet 🚀	49825995	65075834	0.77
tpch_q16/datafusion:parquet 🚀	46775912	54334953	0.86
tpch_q17/datafusion:parquet 🚀	120439590	180429137	0.67
tpch_q18/datafusion:parquet 🚀	197305323	228551906	0.86
tpch_q19/datafusion:parquet 🚀	80722869	105488155	0.77
tpch_q20/datafusion:parquet 🚀	105593973	118752356	0.89
tpch_q21/datafusion:parquet 🚀	155805706	180060902	0.87
tpch_q22/datafusion:parquet 🚀	32353289	40814948	0.79

datafusion / arrow (0.812x ✅, 19↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	42900262	71116265	0.60
tpch_q02/datafusion:arrow 🚀	21034934	23845015	0.88
tpch_q03/datafusion:arrow 🚀	28392711	36445121	0.78
tpch_q04/datafusion:arrow 🚀	25150715	30250876	0.83
tpch_q05/datafusion:arrow	90940887	93247956	0.98
tpch_q06/datafusion:arrow 🚀	19012008	22179913	0.86
tpch_q07/datafusion:arrow 🚀	132875819	172618719	0.77
tpch_q08/datafusion:arrow 🚀	39829101	47120528	0.85
tpch_q09/datafusion:arrow 🚀	62955701	76039215	0.83
tpch_q10/datafusion:arrow 🚀	48374357	56757736	0.85
tpch_q11/datafusion:arrow 🚀	9175973	12282426	0.75
tpch_q12/datafusion:arrow	55320470	58054839	0.95
tpch_q13/datafusion:arrow 🚀	33897246	51539769	0.66
tpch_q14/datafusion:arrow 🚀	21619303	25330460	0.85
tpch_q15/datafusion:arrow 🚀	42159552	52192824	0.81
tpch_q16/datafusion:arrow 🚀	20727966	25775878	0.80
tpch_q17/datafusion:arrow 🚀	58860667	89850108	0.66
tpch_q18/datafusion:arrow 🚀	137540691	163351330	0.84
tpch_q19/datafusion:arrow 🚀	32414431	39540789	0.82
tpch_q20/datafusion:arrow 🚀	33294520	40456937	0.82
tpch_q21/datafusion:arrow 🚀	190685692	227681622	0.84
tpch_q22/datafusion:arrow	20127132	21059186	0.96

duckdb / vortex-file-compressed (0.770x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚀	20926298	32009882	0.65
tpch_q02/duckdb:vortex-file-compressed 🚀	20616682	28033320	0.74
tpch_q03/duckdb:vortex-file-compressed 🚀	22803748	30520681	0.75
tpch_q04/duckdb:vortex-file-compressed 🚀	22788700	29218805	0.78
tpch_q05/duckdb:vortex-file-compressed 🚀	26700639	34819557	0.77
tpch_q06/duckdb:vortex-file-compressed 🚀	8093036	10643312	0.76
tpch_q07/duckdb:vortex-file-compressed 🚀	27711579	36847465	0.75
tpch_q08/duckdb:vortex-file-compressed 🚀	30088002	40722240	0.74
tpch_q09/duckdb:vortex-file-compressed 🚀	64625912	78252105	0.83
tpch_q10/duckdb:vortex-file-compressed 🚀	28247652	36854499	0.77
tpch_q11/duckdb:vortex-file-compressed 🚀	11056109	15679951	0.71
tpch_q12/duckdb:vortex-file-compressed 🚀	17921331	22000776	0.81
tpch_q13/duckdb:vortex-file-compressed 🚀	28469928	37473543	0.76
tpch_q14/duckdb:vortex-file-compressed 🚀	18771837	21387528	0.88
tpch_q15/duckdb:vortex-file-compressed 🚀	11110301	15700712	0.71
tpch_q16/duckdb:vortex-file-compressed 🚀	22832481	29021929	0.79
tpch_q17/duckdb:vortex-file-compressed 🚀	17966824	24324156	0.74
tpch_q18/duckdb:vortex-file-compressed 🚀	36466181	46822320	0.78
tpch_q19/duckdb:vortex-file-compressed 🚀	27563272	32491280	0.85
tpch_q20/duckdb:vortex-file-compressed 🚀	27302983	34313588	0.80
tpch_q21/duckdb:vortex-file-compressed 🚀	87769917	103277242	0.85
tpch_q22/duckdb:vortex-file-compressed 🚀	14009671	17789460	0.79

duckdb / vortex-compact (0.786x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact 🚀	27517052	39633937	0.69
tpch_q02/duckdb:vortex-compact 🚀	29521992	37250399	0.79
tpch_q03/duckdb:vortex-compact 🚀	26960398	31935527	0.84
tpch_q04/duckdb:vortex-compact 🚀	27513189	33649372	0.82
tpch_q05/duckdb:vortex-compact 🚀	29640123	38150116	0.78
tpch_q06/duckdb:vortex-compact 🚀	11467676	15282305	0.75
tpch_q07/duckdb:vortex-compact 🚀	35054089	43579639	0.80
tpch_q08/duckdb:vortex-compact 🚀	35984364	46298723	0.78
tpch_q09/duckdb:vortex-compact 🚀	72328092	91887804	0.79
tpch_q10/duckdb:vortex-compact 🚀	32475315	40959317	0.79
tpch_q11/duckdb:vortex-compact 🚀	16013533	20084490	0.80
tpch_q12/duckdb:vortex-compact 🚀	29985374	37723128	0.79
tpch_q13/duckdb:vortex-compact 🚀	37133201	46568232	0.80
tpch_q14/duckdb:vortex-compact 🚀	23410781	30181654	0.78
tpch_q15/duckdb:vortex-compact 🚀	14257590	19581030	0.73
tpch_q16/duckdb:vortex-compact 🚀	29164573	37835662	0.77
tpch_q17/duckdb:vortex-compact 🚀	24040670	30639338	0.78
tpch_q18/duckdb:vortex-compact 🚀	41001578	51201190	0.80
tpch_q19/duckdb:vortex-compact 🚀	29782342	38626001	0.77
tpch_q20/duckdb:vortex-compact 🚀	34865554	44252653	0.79
tpch_q21/duckdb:vortex-compact 🚀	94640935	109130134	0.87
tpch_q22/duckdb:vortex-compact 🚀	16185935	20473282	0.79

duckdb / parquet (0.802x ✅, 21↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	60364632	80250170	0.75
tpch_q02/duckdb:parquet 🚀	30747142	38925442	0.79
tpch_q03/duckdb:parquet 🚀	58715264	68871236	0.85
tpch_q04/duckdb:parquet 🚀	39669488	55779666	0.71
tpch_q05/duckdb:parquet 🚀	56918999	66407682	0.86
tpch_q06/duckdb:parquet 🚀	16353653	20562834	0.80
tpch_q07/duckdb:parquet 🚀	57888733	75992232	0.76
tpch_q08/duckdb:parquet 🚀	69923029	80208669	0.87
tpch_q09/duckdb:parquet 🚀	122226549	154659678	0.79
tpch_q10/duckdb:parquet 🚀	107477135	126743190	0.85
tpch_q11/duckdb:parquet 🚀	16617558	22009754	0.76
tpch_q12/duckdb:parquet 🚀	35052712	49571713	0.71
tpch_q13/duckdb:parquet 🚀	215955473	260852636	0.83
tpch_q14/duckdb:parquet 🚀	40337331	48955462	0.82
tpch_q15/duckdb:parquet 🚀	19293330	24067817	0.80
tpch_q16/duckdb:parquet 🚀	42507385	54523084	0.78
tpch_q17/duckdb:parquet	44273707	48448402	0.91
tpch_q18/duckdb:parquet 🚀	100998847	122778620	0.82
tpch_q19/duckdb:parquet 🚀	55576783	68415260	0.81
tpch_q20/duckdb:parquet 🚀	58138664	76031518	0.76
tpch_q21/duckdb:parquet 🚀	150629585	177110850	0.85
tpch_q22/duckdb:parquet 🚀	41148592	52356683	0.79

duckdb / duckdb (0.732x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb 🚀	10439588	15934759	0.66
tpch_q02/duckdb:duckdb 🚀	9728946	11946861	0.81
tpch_q03/duckdb:duckdb 🚀	14626454	19168504	0.76
tpch_q04/duckdb:duckdb 🚀	13968696	18369837	0.76
tpch_q05/duckdb:duckdb 🚀	14113741	20638432	0.68
tpch_q06/duckdb:duckdb 🚀	3232044	5263426	0.61
tpch_q07/duckdb:duckdb 🚀	15241942	23282096	0.65
tpch_q08/duckdb:duckdb 🚀	15137042	20486829	0.74
tpch_q09/duckdb:duckdb 🚀	41194086	51908415	0.79
tpch_q10/duckdb:duckdb 🚀	30889745	42951730	0.72
tpch_q11/duckdb:duckdb 🚀	4436397	5513271	0.80
tpch_q12/duckdb:duckdb 🚀	9950353	13759020	0.72
tpch_q13/duckdb:duckdb 🚀	30745122	36412885	0.84
tpch_q14/duckdb:duckdb 🚀	11887356	17998675	0.66
tpch_q15/duckdb:duckdb 🚀	7984244	11629287	0.69
tpch_q16/duckdb:duckdb 🚀	18113877	21791761	0.83
tpch_q17/duckdb:duckdb 🚀	9907768	14044316	0.71
tpch_q18/duckdb:duckdb 🚀	27728975	37666464	0.74
tpch_q19/duckdb:duckdb 🚀	17416288	26218491	0.66
tpch_q20/duckdb:duckdb 🚀	16040214	23049141	0.70
tpch_q21/duckdb:duckdb 🚀	47469691	55420166	0.86
tpch_q22/duckdb:duckdb 🚀	18582034	24241310	0.77

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-39.7%	-35.0%	-7.2%	+21.5%	➖ noise
1	datafusion:vortex-compact	-23.3%	-35.0%	+18.0%	+19.4%	➖ noise
1	datafusion:vortex-file-compressed	-24.5%	-35.0%	+16.1%	+19.4%	➖ noise
1	duckdb:duckdb	-34.5%	-35.0%	+0.8%	+21.0%	➖ noise
1	duckdb:vortex-compact	-30.6%	-35.0%	+6.8%	+18.3%	➖ noise
1	duckdb:vortex-file-compressed	-34.6%	-35.0%	+0.6%	+19.5%	➖ noise
2	datafusion:arrow	-11.8%	-20.0%	+10.2%	+18.3%	➖ noise
2	datafusion:vortex-compact	-13.4%	-20.0%	+8.2%	+18.3%	➖ noise
2	datafusion:vortex-file-compressed	-14.2%	-20.0%	+7.3%	+18.3%	➖ noise
2	duckdb:duckdb	-18.6%	-20.0%	+1.8%	+18.3%	➖ noise
2	duckdb:vortex-compact	-20.7%	-20.0%	-1.0%	+18.3%	➖ noise
2	duckdb:vortex-file-compressed	-26.5%	-20.0%	-8.1%	+18.3%	➖ noise
3	datafusion:arrow	-22.1%	-23.4%	+1.6%	+18.3%	➖ noise
3	datafusion:vortex-compact	-24.1%	-23.4%	-0.9%	+18.3%	➖ noise
3	datafusion:vortex-file-compressed	-23.4%	-23.4%	-0.0%	+18.3%	➖ noise
3	duckdb:duckdb	-23.7%	-23.4%	-0.4%	+20.2%	➖ noise
3	duckdb:vortex-compact	-15.6%	-23.4%	+10.1%	+18.3%	➖ noise
3	duckdb:vortex-file-compressed	-25.3%	-23.4%	-2.5%	+18.3%	➖ noise
4	datafusion:arrow	-16.9%	-24.3%	+9.9%	+18.3%	➖ noise
4	datafusion:vortex-compact	-16.6%	-24.3%	+10.2%	+18.3%	➖ noise
4	datafusion:vortex-file-compressed	-21.8%	-24.3%	+3.4%	+18.3%	➖ noise
4	duckdb:duckdb	-24.0%	-24.3%	+0.5%	+18.3%	➖ noise
4	duckdb:vortex-compact	-18.2%	-24.3%	+8.1%	+18.3%	➖ noise
4	duckdb:vortex-file-compressed	-22.0%	-24.3%	+3.1%	+18.3%	➖ noise
5	datafusion:arrow	-2.5%	-12.9%	+12.0%	+18.3%	➖ noise
5	datafusion:vortex-compact	-15.0%	-12.9%	-2.3%	+18.3%	➖ noise
5	datafusion:vortex-file-compressed	-15.5%	-12.9%	-2.9%	+18.3%	➖ noise
5	duckdb:duckdb	-31.6%	-12.9%	-21.4%	+18.3%	✅ faster
5	duckdb:vortex-compact	-22.3%	-12.9%	-10.8%	+18.3%	➖ noise
5	duckdb:vortex-file-compressed	-23.3%	-12.9%	-11.9%	+18.3%	➖ noise
6	datafusion:arrow	-14.3%	-24.0%	+12.7%	+20.9%	➖ noise
6	datafusion:vortex-compact	-16.6%	-24.0%	+9.7%	+22.3%	➖ noise
6	datafusion:vortex-file-compressed	-28.3%	-24.0%	-5.7%	+26.7%	➖ noise
6	duckdb:duckdb	-38.6%	-24.0%	-19.2%	+28.4%	➖ noise
6	duckdb:vortex-compact	-25.0%	-24.0%	-1.3%	+21.3%	➖ noise
6	duckdb:vortex-file-compressed	-24.0%	-24.0%	-0.0%	+19.3%	➖ noise
7	datafusion:arrow	-23.0%	-17.4%	-6.9%	+18.3%	➖ noise
7	datafusion:vortex-compact	-19.9%	-17.4%	-3.1%	+18.3%	➖ noise
7	datafusion:vortex-file-compressed	-23.1%	-17.4%	-6.9%	+18.3%	➖ noise
7	duckdb:duckdb	-34.5%	-17.4%	-20.8%	+19.3%	✅ faster
7	duckdb:vortex-compact	-19.6%	-17.4%	-2.7%	+18.3%	➖ noise
7	duckdb:vortex-file-compressed	-24.8%	-17.4%	-9.0%	+18.3%	➖ noise
8	datafusion:arrow	-15.5%	-13.4%	-2.4%	+18.3%	➖ noise
8	datafusion:vortex-compact	-11.2%	-13.4%	+2.6%	+18.3%	➖ noise
8	datafusion:vortex-file-compressed	-12.5%	-13.4%	+1.0%	+18.3%	➖ noise
8	duckdb:duckdb	-26.1%	-13.4%	-14.7%	+18.3%	➖ noise
8	duckdb:vortex-compact	-22.3%	-13.4%	-10.3%	+18.3%	➖ noise
8	duckdb:vortex-file-compressed	-26.1%	-13.4%	-14.7%	+18.3%	➖ noise
9	datafusion:arrow	-17.2%	-15.9%	-1.6%	+18.3%	➖ noise
9	datafusion:vortex-compact	-22.8%	-15.9%	-8.2%	+18.3%	➖ noise
9	datafusion:vortex-file-compressed	-25.7%	-15.9%	-11.6%	+18.3%	➖ noise
9	duckdb:duckdb	-20.6%	-15.9%	-5.6%	+18.3%	➖ noise
9	duckdb:vortex-compact	-21.3%	-15.9%	-6.4%	+18.3%	➖ noise
9	duckdb:vortex-file-compressed	-17.4%	-15.9%	-1.8%	+18.3%	➖ noise
10	datafusion:arrow	-14.8%	-13.7%	-1.3%	+18.3%	➖ noise
10	datafusion:vortex-compact	-16.4%	-13.7%	-3.2%	+18.3%	➖ noise
10	datafusion:vortex-file-compressed	-17.4%	-13.7%	-4.3%	+18.3%	➖ noise
10	duckdb:duckdb	-28.1%	-13.7%	-16.7%	+18.3%	✅ faster
10	duckdb:vortex-compact	-20.7%	-13.7%	-8.1%	+18.3%	➖ noise
10	duckdb:vortex-file-compressed	-23.4%	-13.7%	-11.2%	+18.3%	➖ noise
11	datafusion:arrow	-25.3%	-18.8%	-8.0%	+18.3%	➖ noise
11	datafusion:vortex-compact	-17.6%	-18.8%	+1.4%	+20.2%	➖ noise
11	datafusion:vortex-file-compressed	-14.1%	-18.8%	+5.8%	+18.3%	➖ noise
11	duckdb:duckdb	-19.5%	-18.8%	-0.9%	+18.3%	➖ noise
11	duckdb:vortex-compact	-20.3%	-18.8%	-1.8%	+18.3%	➖ noise
11	duckdb:vortex-file-compressed	-29.5%	-18.8%	-13.2%	+18.3%	➖ noise
12	datafusion:arrow	-4.7%	-22.6%	+23.1%	+18.3%	🚨 regression
12	datafusion:vortex-compact	-18.6%	-22.6%	+5.2%	+18.3%	➖ noise
12	datafusion:vortex-file-compressed	-20.1%	-22.6%	+3.2%	+18.3%	➖ noise
12	duckdb:duckdb	-27.7%	-22.6%	-6.6%	+18.3%	➖ noise
12	duckdb:vortex-compact	-20.5%	-22.6%	+2.7%	+18.3%	➖ noise
12	duckdb:vortex-file-compressed	-18.5%	-22.6%	+5.3%	+18.3%	➖ noise
13	datafusion:arrow	-34.2%	-17.7%	-20.1%	+18.3%	✅ faster
13	datafusion:vortex-compact	-29.8%	-17.7%	-14.7%	+18.3%	➖ noise
13	datafusion:vortex-file-compressed	-29.3%	-17.7%	-14.1%	+18.3%	➖ noise
13	duckdb:duckdb	-15.6%	-17.7%	+2.6%	+18.3%	➖ noise
13	duckdb:vortex-compact	-20.3%	-17.7%	-3.1%	+18.3%	➖ noise
13	duckdb:vortex-file-compressed	-24.0%	-17.7%	-7.7%	+18.3%	➖ noise
14	datafusion:arrow	-14.7%	-14.5%	-0.2%	+18.3%	➖ noise
14	datafusion:vortex-compact	-13.7%	-14.5%	+0.9%	+18.3%	➖ noise
14	datafusion:vortex-file-compressed	-4.5%	-14.5%	+11.7%	+18.3%	➖ noise
14	duckdb:duckdb	-34.0%	-14.5%	-22.7%	+26.6%	✅ faster
14	duckdb:vortex-compact	-22.4%	-14.5%	-9.3%	+18.3%	➖ noise
14	duckdb:vortex-file-compressed	-12.2%	-14.5%	+2.7%	+18.3%	➖ noise
15	datafusion:arrow	-19.2%	-21.7%	+3.1%	+18.3%	➖ noise
15	datafusion:vortex-compact	-22.4%	-21.7%	-1.0%	+18.3%	➖ noise
15	datafusion:vortex-file-compressed	-24.6%	-21.7%	-3.8%	+18.3%	➖ noise
15	duckdb:duckdb	-31.3%	-21.7%	-12.4%	+18.3%	➖ noise
15	duckdb:vortex-compact	-27.2%	-21.7%	-7.1%	+18.3%	➖ noise
15	duckdb:vortex-file-compressed	-29.2%	-21.7%	-9.7%	+18.3%	➖ noise
16	datafusion:arrow	-19.6%	-18.1%	-1.8%	+18.3%	➖ noise
16	datafusion:vortex-compact	-15.9%	-18.1%	+2.6%	+18.3%	➖ noise
16	datafusion:vortex-file-compressed	-16.8%	-18.1%	+1.6%	+18.3%	➖ noise
16	duckdb:duckdb	-16.9%	-18.1%	+1.5%	+18.3%	➖ noise
16	duckdb:vortex-compact	-22.9%	-18.1%	-5.9%	+18.3%	➖ noise
16	duckdb:vortex-file-compressed	-21.3%	-18.1%	-4.0%	+18.3%	➖ noise
17	datafusion:arrow	-34.5%	-21.9%	-16.1%	+18.3%	✅ faster
17	datafusion:vortex-compact	-26.2%	-21.9%	-5.5%	+18.3%	➖ noise
17	datafusion:vortex-file-compressed	-25.4%	-21.9%	-4.5%	+18.3%	➖ noise
17	duckdb:duckdb	-29.5%	-21.9%	-9.7%	+18.3%	➖ noise
17	duckdb:vortex-compact	-21.5%	-21.9%	+0.5%	+18.3%	➖ noise
17	duckdb:vortex-file-compressed	-26.1%	-21.9%	-5.4%	+18.3%	➖ noise
18	datafusion:arrow	-15.8%	-15.7%	-0.1%	+18.3%	➖ noise
18	datafusion:vortex-compact	-24.6%	-15.7%	-10.6%	+18.3%	➖ noise
18	datafusion:vortex-file-compressed	-25.9%	-15.7%	-12.1%	+18.3%	➖ noise
18	duckdb:duckdb	-26.4%	-15.7%	-12.6%	+18.3%	➖ noise
18	duckdb:vortex-compact	-19.9%	-15.7%	-5.0%	+18.3%	➖ noise
18	duckdb:vortex-file-compressed	-22.1%	-15.7%	-7.6%	+18.3%	➖ noise
19	datafusion:arrow	-18.0%	-21.2%	+4.0%	+18.3%	➖ noise
19	datafusion:vortex-compact	-26.2%	-21.2%	-6.4%	+18.3%	➖ noise
19	datafusion:vortex-file-compressed	-21.9%	-21.2%	-1.0%	+21.7%	➖ noise
19	duckdb:duckdb	-33.6%	-21.2%	-15.7%	+24.4%	➖ noise
19	duckdb:vortex-compact	-22.9%	-21.2%	-2.2%	+18.3%	➖ noise
19	duckdb:vortex-file-compressed	-15.2%	-21.2%	+7.6%	+18.5%	➖ noise
20	datafusion:arrow	-17.7%	-17.5%	-0.2%	+18.3%	➖ noise
20	datafusion:vortex-compact	-19.6%	-17.5%	-2.5%	+18.3%	➖ noise
20	datafusion:vortex-file-compressed	-15.4%	-17.5%	+2.6%	+18.3%	➖ noise
20	duckdb:duckdb	-30.4%	-17.5%	-15.6%	+18.3%	✅ faster
20	duckdb:vortex-compact	-21.2%	-17.5%	-4.5%	+18.3%	➖ noise
20	duckdb:vortex-file-compressed	-20.4%	-17.5%	-3.5%	+18.3%	➖ noise
21	datafusion:arrow	-16.2%	-14.2%	-2.4%	+18.3%	➖ noise
21	datafusion:vortex-compact	-25.2%	-14.2%	-12.8%	+18.3%	➖ noise
21	datafusion:vortex-file-compressed	-25.9%	-14.2%	-13.6%	+18.3%	➖ noise
21	duckdb:duckdb	-14.3%	-14.2%	-0.2%	+18.3%	➖ noise
21	duckdb:vortex-compact	-13.3%	-14.2%	+1.1%	+18.3%	➖ noise
21	duckdb:vortex-file-compressed	-15.0%	-14.2%	-0.9%	+18.3%	➖ noise
22	datafusion:arrow	-4.4%	-21.1%	+21.1%	+18.3%	🚨 regression
22	datafusion:vortex-compact	-22.6%	-21.1%	-1.9%	+18.3%	➖ noise
22	datafusion:vortex-file-compressed	-24.3%	-21.1%	-4.0%	+18.3%	➖ noise
22	duckdb:duckdb	-23.3%	-21.1%	-2.9%	+18.3%	➖ noise
22	duckdb:vortex-compact	-20.9%	-21.1%	+0.2%	+18.3%	➖ noise
22	duckdb:vortex-file-compressed	-21.2%	-21.1%	-0.2%	+18.3%	➖ noise

github-actions · 2026-03-13T17:19:39Z

Benchmarks: PolarSignals Profiling

Summary

Overall: 0.756x ✅
Vortex: 0.756x ✅

datafusion / vortex-file-compressed (0.756x ✅, 9↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed 🚀	74352163	115020787	0.65
polarsignals_q01/datafusion:vortex-file-compressed 🚀	210584147	350266542	0.60
polarsignals_q02/datafusion:vortex-file-compressed 🚀	19116859	21849357	0.87
polarsignals_q03/datafusion:vortex-file-compressed 🚀	210023997	354372013	0.59
polarsignals_q04/datafusion:vortex-file-compressed 🚀	9992039	11996383	0.83
polarsignals_q05/datafusion:vortex-file-compressed 🚀	13653184	15973788	0.85
polarsignals_q06/datafusion:vortex-file-compressed 🚀	14723555	19887319	0.74
polarsignals_q07/datafusion:vortex-file-compressed	12351531	12643909	0.98
polarsignals_q08/datafusion:vortex-file-compressed 🚀	301254890	428203218	0.70
polarsignals_q09/datafusion:vortex-file-compressed 🚀	8933876	10711031	0.83

github-actions · 2026-03-13T17:19:39Z

Benchmarks: TPC-H SF=10 on NVME

Summary

Overall: 0.710x ✅
Vortex: 0.706x ✅
Parquet: 0.731x ✅

Verdict

No clear signal

Attributed Vortex impact: -3.9%
Confidence: environment too noisy
Environment shift: -26.9%

Statistical Summary

Systemic shift (parquet controls): -26.9%
Control sigma: +5.8%
Residual noise: +6.4%
Median polish overall: -28.8%

datafusion / vortex-file-compressed (0.717x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	326715303	438053432	0.75
tpch_q02/datafusion:vortex-file-compressed 🚀	130055829	163452246	0.80
tpch_q03/datafusion:vortex-file-compressed 🚀	192963498	280872258	0.69
tpch_q04/datafusion:vortex-file-compressed 🚀	90438303	112530775	0.80
tpch_q05/datafusion:vortex-file-compressed 🚀	341168923	512624037	0.67
tpch_q06/datafusion:vortex-file-compressed 🚀	29450833	43989007	0.67
tpch_q07/datafusion:vortex-file-compressed 🚀	464987875	670942803	0.69
tpch_q08/datafusion:vortex-file-compressed 🚀	358947794	492562096	0.73
tpch_q09/datafusion:vortex-file-compressed 🚀	581104892	843409535	0.69
tpch_q10/datafusion:vortex-file-compressed 🚀	242712744	302802643	0.80
tpch_q11/datafusion:vortex-file-compressed 🚀	96782838	121852803	0.79
tpch_q12/datafusion:vortex-file-compressed 🚀	97836344	127948558	0.76
tpch_q13/datafusion:vortex-file-compressed 🚀	149940569	234276888	0.64
tpch_q14/datafusion:vortex-file-compressed 🚀	57973357	83838785	0.69
tpch_q15/datafusion:vortex-file-compressed 🚀	84089236	113757371	0.74
tpch_q16/datafusion:vortex-file-compressed 🚀	73772940	97389739	0.76
tpch_q17/datafusion:vortex-file-compressed 🚀	527656333	828943054	0.64
tpch_q18/datafusion:vortex-file-compressed 🚀	703532381	1082666864	0.65
tpch_q19/datafusion:vortex-file-compressed 🚀	90493518	132913735	0.68
tpch_q20/datafusion:vortex-file-compressed 🚀	154952406	209974028	0.74
tpch_q21/datafusion:vortex-file-compressed 🚀	552341544	835020431	0.66
tpch_q22/datafusion:vortex-file-compressed 🚀	52204623	66410495	0.79

datafusion / vortex-compact (0.719x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	361583690	470079112	0.77
tpch_q02/datafusion:vortex-compact 🚀	137513669	160154659	0.86
tpch_q03/datafusion:vortex-compact 🚀	207315058	262368942	0.79
tpch_q04/datafusion:vortex-compact 🚀	103713434	129038467	0.80
tpch_q05/datafusion:vortex-compact 🚀	364471108	498720005	0.73
tpch_q06/datafusion:vortex-compact 🚀	49607959	64529273	0.77
tpch_q07/datafusion:vortex-compact 🚀	523368572	724411662	0.72
tpch_q08/datafusion:vortex-compact 🚀	364994381	511090666	0.71
tpch_q09/datafusion:vortex-compact 🚀	590693614	858832117	0.69
tpch_q10/datafusion:vortex-compact 🚀	250097113	375836582	0.67
tpch_q11/datafusion:vortex-compact 🚀	98332362	124102196	0.79
tpch_q12/datafusion:vortex-compact 🚀	136448516	190236583	0.72
tpch_q13/datafusion:vortex-compact 🚀	168831793	303307967	0.56
tpch_q14/datafusion:vortex-compact 🚀	69449737	95649712	0.73
tpch_q15/datafusion:vortex-compact 🚀	116740734	169571126	0.69
tpch_q16/datafusion:vortex-compact 🚀	75806591	99567081	0.76
tpch_q17/datafusion:vortex-compact 🚀	511772677	846482139	0.60
tpch_q18/datafusion:vortex-compact 🚀	698750574	1086779063	0.64
tpch_q19/datafusion:vortex-compact 🚀	153652591	235409379	0.65
tpch_q20/datafusion:vortex-compact 🚀	168907498	257177659	0.66
tpch_q21/datafusion:vortex-compact 🚀	601203838	802805233	0.75
tpch_q22/datafusion:vortex-compact 🚀	59866698	72002762	0.83

datafusion / parquet (0.742x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	324781824	508486007	0.64
tpch_q02/datafusion:parquet 🚀	217074322	263837424	0.82
tpch_q03/datafusion:parquet 🚀	302837392	402917317	0.75
tpch_q04/datafusion:parquet 🚀	113889075	160523546	0.71
tpch_q05/datafusion:parquet 🚀	421440845	605487779	0.70
tpch_q06/datafusion:parquet 🚀	89930759	124112822	0.72
tpch_q07/datafusion:parquet 🚀	583824584	867315621	0.67
tpch_q08/datafusion:parquet 🚀	492270794	661107654	0.74
tpch_q09/datafusion:parquet 🚀	705344120	1051499401	0.67
tpch_q10/datafusion:parquet 🚀	492242538	628810505	0.78
tpch_q11/datafusion:parquet 🚀	174161973	195504015	0.89
tpch_q12/datafusion:parquet 🚀	190443643	245371444	0.78
tpch_q13/datafusion:parquet 🚀	227925797	364518834	0.63
tpch_q14/datafusion:parquet 🚀	156039367	200248830	0.78
tpch_q15/datafusion:parquet 🚀	183629782	274321859	0.67
tpch_q16/datafusion:parquet 🚀	147024923	178613140	0.82
tpch_q17/datafusion:parquet 🚀	603783752	832559394	0.73
tpch_q18/datafusion:parquet 🚀	813972720	1139654935	0.71
tpch_q19/datafusion:parquet 🚀	270829467	341478988	0.79
tpch_q20/datafusion:parquet 🚀	316010357	373744421	0.85
tpch_q21/datafusion:parquet 🚀	733099466	959362932	0.76
tpch_q22/datafusion:parquet 🚀	182413596	236457391	0.77

datafusion / arrow (0.677x ✅, 20↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	445624266	784337785	0.57
tpch_q02/datafusion:arrow	197640352	217588733	0.91
tpch_q03/datafusion:arrow 🚀	350787953	626635498	0.56
tpch_q04/datafusion:arrow 🚀	262836385	442336718	0.59
tpch_q05/datafusion:arrow 🚀	863981906	1196877709	0.72
tpch_q06/datafusion:arrow 🚀	191491269	346397597	0.55
tpch_q07/datafusion:arrow 🚀	865073117	1521357139	0.57
tpch_q08/datafusion:arrow 🚀	984869040	1333207863	0.74
tpch_q09/datafusion:arrow 🚀	1226921279	1710746100	0.72
tpch_q10/datafusion:arrow 🚀	432514385	777356356	0.56
tpch_q11/datafusion:arrow	177204010	196667406	0.90
tpch_q12/datafusion:arrow 🚀	574298453	832064977	0.69
tpch_q13/datafusion:arrow 🚀	355548077	573032075	0.62
tpch_q14/datafusion:arrow 🚀	219235505	366380088	0.60
tpch_q15/datafusion:arrow 🚀	427954668	746981791	0.57
tpch_q16/datafusion:arrow 🚀	110860505	125122235	0.89
tpch_q17/datafusion:arrow 🚀	1332710874	1685012757	0.79
tpch_q18/datafusion:arrow 🚀	1669094986	2361367025	0.71
tpch_q19/datafusion:arrow 🚀	379571107	656199933	0.58
tpch_q20/datafusion:arrow 🚀	373006213	646359701	0.58
tpch_q21/datafusion:arrow 🚀	4043232680	4525523129	0.89
tpch_q22/datafusion:arrow 🚀	175698786	211683774	0.83

duckdb / vortex-file-compressed (0.693x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚀	111593915	180287471	0.62
tpch_q02/duckdb:vortex-file-compressed 🚀	41229239	52630444	0.78
tpch_q03/duckdb:vortex-file-compressed 🚀	96133022	134883146	0.71
tpch_q04/duckdb:vortex-file-compressed 🚀	106489533	179408206	0.59
tpch_q05/duckdb:vortex-file-compressed 🚀	101055435	132230705	0.76
tpch_q06/duckdb:vortex-file-compressed 🚀	36343362	51213542	0.71
tpch_q07/duckdb:vortex-file-compressed 🚀	100509898	153293357	0.66
tpch_q08/duckdb:vortex-file-compressed 🚀	134020330	191190859	0.70
tpch_q09/duckdb:vortex-file-compressed 🚀	275616203	351634595	0.78
tpch_q10/duckdb:vortex-file-compressed 🚀	119465115	175851276	0.68
tpch_q11/duckdb:vortex-file-compressed 🚀	25221097	37589964	0.67
tpch_q12/duckdb:vortex-file-compressed 🚀	68456444	97090379	0.71
tpch_q13/duckdb:vortex-file-compressed 🚀	175317087	258216730	0.68
tpch_q14/duckdb:vortex-file-compressed 🚀	55189593	81997681	0.67
tpch_q15/duckdb:vortex-file-compressed 🚀	59112617	99476855	0.59
tpch_q16/duckdb:vortex-file-compressed 🚀	63559296	80251185	0.79
tpch_q17/duckdb:vortex-file-compressed 🚀	71762138	104908212	0.68
tpch_q18/duckdb:vortex-file-compressed 🚀	191056515	285267904	0.67
tpch_q19/duckdb:vortex-file-compressed 🚀	68666732	97198803	0.71
tpch_q20/duckdb:vortex-file-compressed 🚀	113204954	173088115	0.65
tpch_q21/duckdb:vortex-file-compressed 🚀	437635486	576918060	0.76
tpch_q22/duckdb:vortex-file-compressed 🚀	61695728	86408932	0.71

duckdb / vortex-compact (0.697x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact 🚀	149726585	235832899	0.63
tpch_q02/duckdb:vortex-compact 🚀	45479972	59685818	0.76
tpch_q03/duckdb:vortex-compact 🚀	106703240	152707804	0.70
tpch_q04/duckdb:vortex-compact 🚀	128102185	192988177	0.66
tpch_q05/duckdb:vortex-compact 🚀	111221265	155326742	0.72
tpch_q06/duckdb:vortex-compact 🚀	60866206	93658950	0.65
tpch_q07/duckdb:vortex-compact 🚀	143072021	211710889	0.68
tpch_q08/duckdb:vortex-compact 🚀	146933080	217142134	0.68
tpch_q09/duckdb:vortex-compact 🚀	287483167	373734204	0.77
tpch_q10/duckdb:vortex-compact 🚀	143012546	185344291	0.77
tpch_q11/duckdb:vortex-compact 🚀	29813204	42543672	0.70
tpch_q12/duckdb:vortex-compact 🚀	149618597	209220272	0.72
tpch_q13/duckdb:vortex-compact 🚀	204979958	293811881	0.70
tpch_q14/duckdb:vortex-compact 🚀	76351647	112541767	0.68
tpch_q15/duckdb:vortex-compact 🚀	79955769	120907828	0.66
tpch_q16/duckdb:vortex-compact 🚀	69388044	86279262	0.80
tpch_q17/duckdb:vortex-compact 🚀	82477453	116234330	0.71
tpch_q18/duckdb:vortex-compact 🚀	197386467	291387768	0.68
tpch_q19/duckdb:vortex-compact 🚀	83165249	130212351	0.64
tpch_q20/duckdb:vortex-compact 🚀	139555765	209657922	0.67
tpch_q21/duckdb:vortex-compact 🚀	488968400	688074253	0.71
tpch_q22/duckdb:vortex-compact 🚀	70183305	101302125	0.69

duckdb / parquet (0.721x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	165722985	259327836	0.64
tpch_q02/duckdb:parquet 🚀	80369651	106772020	0.75
tpch_q03/duckdb:parquet 🚀	157506127	214496895	0.73
tpch_q04/duckdb:parquet 🚀	103447266	143979205	0.72
tpch_q05/duckdb:parquet 🚀	163208200	222714674	0.73
tpch_q06/duckdb:parquet 🚀	46677658	69536681	0.67
tpch_q07/duckdb:parquet 🚀	130172522	191207203	0.68
tpch_q08/duckdb:parquet 🚀	188822495	263665654	0.72
tpch_q09/duckdb:parquet 🚀	358914523	473067114	0.76
tpch_q10/duckdb:parquet 🚀	500135703	630752671	0.79
tpch_q11/duckdb:parquet 🚀	30949254	45541721	0.68
tpch_q12/duckdb:parquet 🚀	89383462	128151382	0.70
tpch_q13/duckdb:parquet 🚀	347674437	415294990	0.84
tpch_q14/duckdb:parquet 🚀	137279028	183361987	0.75
tpch_q15/duckdb:parquet 🚀	70528106	99478686	0.71
tpch_q16/duckdb:parquet 🚀	122427809	168016149	0.73
tpch_q17/duckdb:parquet 🚀	125647846	184014553	0.68
tpch_q18/duckdb:parquet 🚀	241892990	362369589	0.67
tpch_q19/duckdb:parquet 🚀	201605276	296037713	0.68
tpch_q20/duckdb:parquet 🚀	169103411	225725576	0.75
tpch_q21/duckdb:parquet 🚀	456498504	619084466	0.74
tpch_q22/duckdb:parquet 🚀	231281458	301375251	0.77

duckdb / duckdb (0.714x ✅, 22↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb 🚀	78437717	117795663	0.67
tpch_q02/duckdb:duckdb 🚀	37371969	50298584	0.74
tpch_q03/duckdb:duckdb 🚀	76115816	101957762	0.75
tpch_q04/duckdb:duckdb 🚀	104839244	139310608	0.75
tpch_q05/duckdb:duckdb 🚀	82768705	115528310	0.72
tpch_q06/duckdb:duckdb 🚀	26710446	38278292	0.70
tpch_q07/duckdb:duckdb 🚀	66145792	90742459	0.73
tpch_q08/duckdb:duckdb 🚀	87077442	112277622	0.78
tpch_q09/duckdb:duckdb 🚀	224259776	282950290	0.79
tpch_q10/duckdb:duckdb 🚀	154280578	209761229	0.74
tpch_q11/duckdb:duckdb 🚀	11590076	15569185	0.74
tpch_q12/duckdb:duckdb 🚀	63289367	85707331	0.74
tpch_q13/duckdb:duckdb 🚀	184647898	262724546	0.70
tpch_q14/duckdb:duckdb 🚀	50805814	71460662	0.71
tpch_q15/duckdb:duckdb 🚀	50855895	81418257	0.62
tpch_q16/duckdb:duckdb 🚀	55519802	82251395	0.68
tpch_q17/duckdb:duckdb 🚀	61313850	84960507	0.72
tpch_q18/duckdb:duckdb 🚀	147884440	221061349	0.67
tpch_q19/duckdb:duckdb 🚀	79490069	117735712	0.68
tpch_q20/duckdb:duckdb 🚀	79834191	114430606	0.70
tpch_q21/duckdb:duckdb 🚀	240449355	314373115	0.76
tpch_q22/duckdb:duckdb 🚀	49223975	74066737	0.66

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-43.2%	-36.1%	-11.1%	+17.1%	➖ noise
1	datafusion:vortex-compact	-23.1%	-36.1%	+20.4%	+16.6%	🚨 regression
1	datafusion:vortex-file-compressed	-25.4%	-36.1%	+16.7%	+23.4%	➖ noise
1	duckdb:duckdb	-33.4%	-36.1%	+4.2%	+27.6%	➖ noise
1	duckdb:vortex-compact	-36.5%	-36.1%	-0.6%	+16.0%	➖ noise
1	duckdb:vortex-file-compressed	-38.1%	-36.1%	-3.1%	+20.4%	➖ noise
2	datafusion:arrow	-9.2%	-21.3%	+15.4%	+15.7%	➖ noise
2	datafusion:vortex-compact	-14.1%	-21.3%	+9.1%	+15.7%	➖ noise
2	datafusion:vortex-file-compressed	-20.4%	-21.3%	+1.1%	+15.7%	➖ noise
2	duckdb:duckdb	-25.7%	-21.3%	-5.6%	+15.7%	➖ noise
2	duckdb:vortex-compact	-23.8%	-21.3%	-3.2%	+15.7%	➖ noise
2	duckdb:vortex-file-compressed	-21.7%	-21.3%	-0.5%	+15.7%	➖ noise
3	datafusion:arrow	-44.0%	-25.7%	-24.6%	+15.7%	✅ faster
3	datafusion:vortex-compact	-21.0%	-25.7%	+6.4%	+15.7%	➖ noise
3	datafusion:vortex-file-compressed	-31.3%	-25.7%	-7.5%	+15.7%	➖ noise
3	duckdb:duckdb	-25.3%	-25.7%	+0.5%	+15.7%	➖ noise
3	duckdb:vortex-compact	-30.1%	-25.7%	-5.9%	+15.7%	➖ noise
3	duckdb:vortex-file-compressed	-28.7%	-25.7%	-4.1%	+15.7%	➖ noise
4	datafusion:arrow	-40.6%	-28.6%	-16.8%	+15.7%	✅ faster
4	datafusion:vortex-compact	-19.6%	-28.6%	+12.6%	+15.7%	➖ noise
4	datafusion:vortex-file-compressed	-19.6%	-28.6%	+12.6%	+15.7%	➖ noise
4	duckdb:duckdb	-24.7%	-28.6%	+5.4%	+15.7%	➖ noise
4	duckdb:vortex-compact	-33.6%	-28.6%	-7.0%	+15.7%	➖ noise
4	duckdb:vortex-file-compressed	-40.6%	-28.6%	-16.9%	+15.7%	✅ faster
5	datafusion:arrow	-27.8%	-28.6%	+1.1%	+15.7%	➖ noise
5	datafusion:vortex-compact	-26.9%	-28.6%	+2.3%	+15.7%	➖ noise
5	datafusion:vortex-file-compressed	-33.4%	-28.6%	-6.8%	+15.7%	➖ noise
5	duckdb:duckdb	-28.4%	-28.6%	+0.3%	+15.7%	➖ noise
5	duckdb:vortex-compact	-28.4%	-28.6%	+0.3%	+15.7%	➖ noise
5	duckdb:vortex-file-compressed	-23.6%	-28.6%	+7.0%	+15.7%	➖ noise
6	datafusion:arrow	-44.7%	-30.3%	-20.7%	+15.7%	✅ faster
6	datafusion:vortex-compact	-23.1%	-30.3%	+10.2%	+15.7%	➖ noise
6	datafusion:vortex-file-compressed	-33.0%	-30.3%	-4.0%	+15.7%	➖ noise
6	duckdb:duckdb	-30.2%	-30.3%	+0.1%	+19.7%	➖ noise
6	duckdb:vortex-compact	-35.0%	-30.3%	-6.8%	+15.7%	➖ noise
6	duckdb:vortex-file-compressed	-29.0%	-30.3%	+1.8%	+15.7%	➖ noise
7	datafusion:arrow	-43.1%	-32.3%	-16.0%	+15.7%	✅ faster
7	datafusion:vortex-compact	-27.8%	-32.3%	+6.7%	+15.7%	➖ noise
7	datafusion:vortex-file-compressed	-30.7%	-32.3%	+2.4%	+15.7%	➖ noise
7	duckdb:duckdb	-27.1%	-32.3%	+7.7%	+15.7%	➖ noise
7	duckdb:vortex-compact	-32.4%	-32.3%	-0.2%	+15.7%	➖ noise
7	duckdb:vortex-file-compressed	-34.4%	-32.3%	-3.1%	+17.0%	➖ noise
8	datafusion:arrow	-26.1%	-27.0%	+1.2%	+15.7%	➖ noise
8	datafusion:vortex-compact	-28.6%	-27.0%	-2.2%	+15.7%	➖ noise
8	datafusion:vortex-file-compressed	-27.1%	-27.0%	-0.2%	+15.7%	➖ noise
8	duckdb:duckdb	-22.4%	-27.0%	+6.2%	+15.7%	➖ noise
8	duckdb:vortex-compact	-32.3%	-27.0%	-7.3%	+15.7%	➖ noise
8	duckdb:vortex-file-compressed	-29.9%	-27.0%	-4.0%	+15.7%	➖ noise
9	datafusion:arrow	-28.3%	-28.7%	+0.5%	+15.7%	➖ noise
9	datafusion:vortex-compact	-31.2%	-28.7%	-3.6%	+15.7%	➖ noise
9	datafusion:vortex-file-compressed	-31.1%	-28.7%	-3.4%	+15.7%	➖ noise
9	duckdb:duckdb	-20.7%	-28.7%	+11.1%	+15.7%	➖ noise
9	duckdb:vortex-compact	-23.1%	-28.7%	+7.8%	+15.7%	➖ noise
9	duckdb:vortex-file-compressed	-21.6%	-28.7%	+9.9%	+15.7%	➖ noise
10	datafusion:arrow	-44.4%	-21.2%	-29.4%	+15.7%	✅ faster
10	datafusion:vortex-compact	-33.5%	-21.2%	-15.5%	+15.7%	✅ faster
10	datafusion:vortex-file-compressed	-19.8%	-21.2%	+1.7%	+15.7%	➖ noise
10	duckdb:duckdb	-26.4%	-21.2%	-6.6%	+15.7%	➖ noise
10	duckdb:vortex-compact	-22.8%	-21.2%	-2.1%	+15.7%	➖ noise
10	duckdb:vortex-file-compressed	-32.1%	-21.2%	-13.8%	+15.7%	✅ faster
11	datafusion:arrow	-9.9%	-22.2%	+15.8%	+15.7%	🚨 regression
11	datafusion:vortex-compact	-20.8%	-22.2%	+1.8%	+15.7%	➖ noise
11	datafusion:vortex-file-compressed	-20.6%	-22.2%	+2.1%	+15.7%	➖ noise
11	duckdb:duckdb	-25.6%	-22.2%	-4.3%	+23.5%	➖ noise
11	duckdb:vortex-compact	-29.9%	-22.2%	-9.9%	+15.7%	➖ noise
11	duckdb:vortex-file-compressed	-32.9%	-22.2%	-13.8%	+15.7%	✅ faster
12	datafusion:arrow	-31.0%	-26.4%	-6.2%	+37.3%	➖ noise
12	datafusion:vortex-compact	-28.3%	-26.4%	-2.5%	+15.7%	➖ noise
12	datafusion:vortex-file-compressed	-23.5%	-26.4%	+3.9%	+15.7%	➖ noise
12	duckdb:duckdb	-26.2%	-26.4%	+0.4%	+15.7%	➖ noise
12	duckdb:vortex-compact	-28.5%	-26.4%	-2.8%	+15.7%	➖ noise
12	duckdb:vortex-file-compressed	-29.5%	-26.4%	-4.2%	+15.7%	➖ noise
13	datafusion:arrow	-38.0%	-27.6%	-14.2%	+15.7%	✅ faster
13	datafusion:vortex-compact	-44.3%	-27.6%	-23.1%	+15.7%	✅ faster
13	datafusion:vortex-file-compressed	-36.0%	-27.6%	-11.5%	+15.7%	➖ noise
13	duckdb:duckdb	-29.7%	-27.6%	-2.9%	+15.7%	➖ noise
13	duckdb:vortex-compact	-30.2%	-27.6%	-3.6%	+15.7%	➖ noise
13	duckdb:vortex-file-compressed	-32.1%	-27.6%	-6.2%	+15.7%	➖ noise
14	datafusion:arrow	-40.2%	-23.6%	-21.7%	+15.7%	✅ faster
14	datafusion:vortex-compact	-27.4%	-23.6%	-4.9%	+15.7%	➖ noise
14	datafusion:vortex-file-compressed	-30.9%	-23.6%	-9.5%	+15.7%	➖ noise
14	duckdb:duckdb	-28.9%	-23.6%	-6.9%	+15.7%	➖ noise
14	duckdb:vortex-compact	-32.2%	-23.6%	-11.2%	+15.7%	➖ noise
14	duckdb:vortex-file-compressed	-32.7%	-23.6%	-11.9%	+15.7%	➖ noise
15	datafusion:arrow	-42.7%	-31.1%	-16.8%	+15.7%	✅ faster
15	datafusion:vortex-compact	-31.2%	-31.1%	-0.1%	+15.7%	➖ noise
15	datafusion:vortex-file-compressed	-26.1%	-31.1%	+7.3%	+15.7%	➖ noise
15	duckdb:duckdb	-37.5%	-31.1%	-9.3%	+15.7%	➖ noise
15	duckdb:vortex-compact	-33.9%	-31.1%	-4.0%	+15.7%	➖ noise
15	duckdb:vortex-file-compressed	-40.6%	-31.1%	-13.7%	+15.7%	✅ faster
16	datafusion:arrow	-11.4%	-22.6%	+14.4%	+15.7%	➖ noise
16	datafusion:vortex-compact	-23.9%	-22.6%	-1.7%	+15.7%	➖ noise
16	datafusion:vortex-file-compressed	-24.2%	-22.6%	-2.2%	+15.7%	➖ noise
16	duckdb:duckdb	-32.5%	-22.6%	-12.8%	+15.7%	➖ noise
16	duckdb:vortex-compact	-19.6%	-22.6%	+3.8%	+15.7%	➖ noise
16	duckdb:vortex-file-compressed	-20.8%	-22.6%	+2.3%	+15.7%	➖ noise
17	datafusion:arrow	-20.9%	-29.6%	+12.4%	+15.7%	➖ noise
17	datafusion:vortex-compact	-39.5%	-29.6%	-14.1%	+15.7%	✅ faster
17	datafusion:vortex-file-compressed	-36.3%	-29.6%	-9.5%	+15.7%	➖ noise
17	duckdb:duckdb	-27.8%	-29.6%	+2.6%	+15.7%	➖ noise
17	duckdb:vortex-compact	-29.0%	-29.6%	+0.8%	+15.7%	➖ noise
17	duckdb:vortex-file-compressed	-31.6%	-29.6%	-2.8%	+15.7%	➖ noise
18	datafusion:arrow	-29.3%	-31.0%	+2.4%	+16.0%	➖ noise
18	datafusion:vortex-compact	-35.7%	-31.0%	-6.9%	+15.7%	➖ noise
18	datafusion:vortex-file-compressed	-35.0%	-31.0%	-5.9%	+15.7%	➖ noise
18	duckdb:duckdb	-33.1%	-31.0%	-3.1%	+15.7%	➖ noise
18	duckdb:vortex-compact	-32.3%	-31.0%	-1.9%	+15.7%	➖ noise
18	duckdb:vortex-file-compressed	-33.0%	-31.0%	-3.0%	+15.7%	➖ noise
19	datafusion:arrow	-42.2%	-26.5%	-21.3%	+15.7%	✅ faster
19	datafusion:vortex-compact	-34.7%	-26.5%	-11.2%	+15.7%	➖ noise
19	datafusion:vortex-file-compressed	-31.9%	-26.5%	-7.4%	+15.7%	➖ noise
19	duckdb:duckdb	-32.5%	-26.5%	-8.1%	+15.7%	➖ noise
19	duckdb:vortex-compact	-36.1%	-26.5%	-13.1%	+15.7%	➖ noise
19	duckdb:vortex-file-compressed	-29.4%	-26.5%	-3.9%	+15.7%	➖ noise
20	datafusion:arrow	-42.3%	-20.4%	-27.5%	+15.7%	✅ faster
20	datafusion:vortex-compact	-34.3%	-20.4%	-17.5%	+15.7%	✅ faster
20	datafusion:vortex-file-compressed	-26.2%	-20.4%	-7.3%	+15.7%	➖ noise
20	duckdb:duckdb	-30.2%	-20.4%	-12.3%	+15.7%	➖ noise
20	duckdb:vortex-compact	-33.4%	-20.4%	-16.4%	+15.7%	✅ faster
20	duckdb:vortex-file-compressed	-34.6%	-20.4%	-17.8%	+15.7%	✅ faster
21	datafusion:arrow	-10.7%	-24.9%	+19.0%	+15.7%	🚨 regression
21	datafusion:vortex-compact	-25.1%	-24.9%	-0.2%	+15.7%	➖ noise
21	datafusion:vortex-file-compressed	-33.9%	-24.9%	-11.9%	+15.7%	➖ noise
21	duckdb:duckdb	-23.5%	-24.9%	+1.9%	+15.7%	➖ noise
21	duckdb:vortex-compact	-28.9%	-24.9%	-5.3%	+15.7%	➖ noise
21	duckdb:vortex-file-compressed	-24.1%	-24.9%	+1.1%	+15.7%	➖ noise
22	datafusion:arrow	-17.0%	-23.1%	+7.9%	+15.7%	➖ noise
22	datafusion:vortex-compact	-16.9%	-23.1%	+8.1%	+15.7%	➖ noise
22	datafusion:vortex-file-compressed	-21.4%	-23.1%	+2.2%	+15.7%	➖ noise
22	duckdb:duckdb	-33.5%	-23.1%	-13.6%	+15.7%	✅ faster
22	duckdb:vortex-compact	-30.7%	-23.1%	-10.0%	+15.7%	➖ noise
22	duckdb:vortex-file-compressed	-28.6%	-23.1%	-7.2%	+15.7%	➖ noise

github-actions · 2026-03-13T17:19:39Z

Benchmarks: TPC-DS SF=1 on NVME

Summary

Overall: 0.766x ✅
Vortex: 0.777x ✅
Parquet: 0.752x ✅

Verdict

No clear signal

Attributed Vortex impact: +2.6%
Confidence: environment too noisy
Environment shift: -24.8%

Statistical Summary

Systemic shift (parquet controls): -24.8%
Control sigma: +6.6%
Residual noise: +5.1%
Median polish overall: -24.5%

datafusion / vortex-file-compressed (0.823x ✅, 87↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚀	23450311	29326481	0.80
tpcds_q02/datafusion:vortex-file-compressed 🚀	64122483	75437311	0.85
tpcds_q03/datafusion:vortex-file-compressed 🚀	23359467	26860868	0.87
tpcds_q04/datafusion:vortex-file-compressed 🚀	309668971	388305670	0.80
tpcds_q05/datafusion:vortex-file-compressed 🚀	55906476	73858864	0.76
tpcds_q06/datafusion:vortex-file-compressed 🚀	59014499	76846023	0.77
tpcds_q07/datafusion:vortex-file-compressed 🚀	64310538	74300433	0.87
tpcds_q08/datafusion:vortex-file-compressed 🚀	32565340	38543851	0.84
tpcds_q09/datafusion:vortex-file-compressed 🚀	33646957	46498129	0.72
tpcds_q10/datafusion:vortex-file-compressed 🚀	35987569	49531110	0.73
tpcds_q11/datafusion:vortex-file-compressed 🚀	179609508	234456335	0.77
tpcds_q12/datafusion:vortex-file-compressed 🚀	30422730	35181694	0.86
tpcds_q13/datafusion:vortex-file-compressed 🚀	64656403	78476461	0.82
tpcds_q14/datafusion:vortex-file-compressed 🚀	153483779	207101180	0.74
tpcds_q15/datafusion:vortex-file-compressed 🚀	41755354	48288659	0.86
tpcds_q16/datafusion:vortex-file-compressed	26849601	29363371	0.91
tpcds_q17/datafusion:vortex-file-compressed 🚀	96169550	113240219	0.85
tpcds_q18/datafusion:vortex-file-compressed	96255428	100629116	0.96
tpcds_q19/datafusion:vortex-file-compressed 🚀	40950933	47411206	0.86
tpcds_q20/datafusion:vortex-file-compressed 🚀	36074110	41059106	0.88
tpcds_q21/datafusion:vortex-file-compressed	154767850	169327841	0.91
tpcds_q22/datafusion:vortex-file-compressed 🚀	53605936	72676450	0.74
tpcds_q23/datafusion:vortex-file-compressed 🚀	140230771	187346672	0.75
tpcds_q24/datafusion:vortex-file-compressed 🚀	153234938	180291870	0.85
tpcds_q25/datafusion:vortex-file-compressed 🚀	98697281	110916454	0.89
tpcds_q26/datafusion:vortex-file-compressed	56346871	58555156	0.96
tpcds_q27/datafusion:vortex-file-compressed 🚀	134554005	164195741	0.82
tpcds_q28/datafusion:vortex-file-compressed 🚀	37509114	50738108	0.74
tpcds_q29/datafusion:vortex-file-compressed	99605927	110534641	0.90
tpcds_q30/datafusion:vortex-file-compressed 🚀	24824534	30045067	0.83
tpcds_q31/datafusion:vortex-file-compressed 🚀	151448971	180039399	0.84
tpcds_q32/datafusion:vortex-file-compressed 🚀	17668085	23621734	0.75
tpcds_q33/datafusion:vortex-file-compressed 🚀	29052548	37038777	0.78
tpcds_q34/datafusion:vortex-file-compressed 🚀	33570125	38206593	0.88
tpcds_q35/datafusion:vortex-file-compressed 🚀	49360812	61204484	0.81
tpcds_q36/datafusion:vortex-file-compressed 🚀	79423815	106283010	0.75
tpcds_q37/datafusion:vortex-file-compressed 🚀	31946306	36600789	0.87
tpcds_q38/datafusion:vortex-file-compressed	80132979	86210032	0.93
tpcds_q39/datafusion:vortex-file-compressed 🚀	161444229	196740302	0.82
tpcds_q40/datafusion:vortex-file-compressed 🚀	49043622	54979740	0.89
tpcds_q41/datafusion:vortex-file-compressed 🚀	12788760	14749786	0.87
tpcds_q42/datafusion:vortex-file-compressed 🚀	26736028	30601275	0.87
tpcds_q43/datafusion:vortex-file-compressed 🚀	39318583	46488597	0.85
tpcds_q44/datafusion:vortex-file-compressed 🚀	33238636	43002139	0.77
tpcds_q45/datafusion:vortex-file-compressed 🚀	44313522	49990764	0.89
tpcds_q46/datafusion:vortex-file-compressed	59735377	65357482	0.91
tpcds_q47/datafusion:vortex-file-compressed 🚀	228369042	272737322	0.84
tpcds_q48/datafusion:vortex-file-compressed 🚀	57562533	68493285	0.84
tpcds_q49/datafusion:vortex-file-compressed 🚀	52833251	70529822	0.75
tpcds_q50/datafusion:vortex-file-compressed 🚀	65869520	76671292	0.86
tpcds_q51/datafusion:vortex-file-compressed 🚀	71009660	91468504	0.78
tpcds_q52/datafusion:vortex-file-compressed 🚀	26767038	30136010	0.89
tpcds_q53/datafusion:vortex-file-compressed 🚀	22988367	29270058	0.79
tpcds_q54/datafusion:vortex-file-compressed 🚀	37726299	48246217	0.78
tpcds_q55/datafusion:vortex-file-compressed 🚀	26790157	30457890	0.88
tpcds_q56/datafusion:vortex-file-compressed 🚀	37903906	44191146	0.86
tpcds_q57/datafusion:vortex-file-compressed 🚀	151595176	179598709	0.84
tpcds_q58/datafusion:vortex-file-compressed 🚀	87924869	109198060	0.81
tpcds_q59/datafusion:vortex-file-compressed 🚀	76379110	96182443	0.79
tpcds_q60/datafusion:vortex-file-compressed 🚀	39731088	47289281	0.84
tpcds_q61/datafusion:vortex-file-compressed 🚀	46204837	59745150	0.77
tpcds_q62/datafusion:vortex-file-compressed	42003762	44076312	0.95
tpcds_q63/datafusion:vortex-file-compressed	28339548	29619974	0.96
tpcds_q64/datafusion:vortex-file-compressed	685234637	701895026	0.98
tpcds_q65/datafusion:vortex-file-compressed 🚀	42152263	54313376	0.78
tpcds_q66/datafusion:vortex-file-compressed 🚀	76205411	105554434	0.72
tpcds_q67/datafusion:vortex-file-compressed 🚀	114051626	142682551	0.80
tpcds_q68/datafusion:vortex-file-compressed 🚀	57540763	65135956	0.88
tpcds_q69/datafusion:vortex-file-compressed 🚀	34226092	47111943	0.73
tpcds_q70/datafusion:vortex-file-compressed 🚀	108455458	127880173	0.85
tpcds_q71/datafusion:vortex-file-compressed 🚀	24552180	29925082	0.82
tpcds_q72/datafusion:vortex-file-compressed 🚀	2302321473	3396865900	0.68
tpcds_q73/datafusion:vortex-file-compressed 🚀	32985788	36792278	0.90
tpcds_q74/datafusion:vortex-file-compressed 🚀	132281144	169943086	0.78
tpcds_q75/datafusion:vortex-file-compressed 🚀	98790463	136649177	0.72
tpcds_q76/datafusion:vortex-file-compressed 🚀	52356969	62391017	0.84
tpcds_q77/datafusion:vortex-file-compressed 🚀	38943127	53317176	0.73
tpcds_q78/datafusion:vortex-file-compressed 🚀	125455659	178727329	0.70
tpcds_q79/datafusion:vortex-file-compressed 🚀	37018205	42764920	0.87
tpcds_q80/datafusion:vortex-file-compressed 🚀	88741843	116336377	0.76
tpcds_q81/datafusion:vortex-file-compressed 🚀	30392747	36110899	0.84
tpcds_q82/datafusion:vortex-file-compressed 🚀	33006910	40246619	0.82
tpcds_q83/datafusion:vortex-file-compressed 🚀	58405111	67961032	0.86
tpcds_q84/datafusion:vortex-file-compressed 🚀	13389042	15070114	0.89
tpcds_q85/datafusion:vortex-file-compressed	137855832	134936984	1.02
tpcds_q86/datafusion:vortex-file-compressed 🚀	26568234	32053220	0.83
tpcds_q87/datafusion:vortex-file-compressed 🚀	79847654	89716178	0.89
tpcds_q88/datafusion:vortex-file-compressed 🚀	58004608	78559411	0.74
tpcds_q89/datafusion:vortex-file-compressed 🚀	45798897	57495317	0.80
tpcds_q90/datafusion:vortex-file-compressed 🚀	13301983	16848032	0.79
tpcds_q91/datafusion:vortex-file-compressed 🚀	20752012	27111460	0.77
tpcds_q92/datafusion:vortex-file-compressed 🚀	14818650	19819734	0.75
tpcds_q93/datafusion:vortex-file-compressed 🚀	29030158	37408812	0.78
tpcds_q94/datafusion:vortex-file-compressed 🚀	21498505	26875205	0.80
tpcds_q95/datafusion:vortex-file-compressed 🚀	66861761	89066143	0.75
tpcds_q96/datafusion:vortex-file-compressed	13902718	14811268	0.94
tpcds_q97/datafusion:vortex-file-compressed 🚀	23668513	33078908	0.72
tpcds_q98/datafusion:vortex-file-compressed 🚀	41670818	50786205	0.82
tpcds_q99/datafusion:vortex-file-compressed 🚀	50935593	60495649	0.84

datafusion / vortex-compact (0.774x ✅, 98↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 🚀	29650121	35515212	0.83
tpcds_q02/datafusion:vortex-compact 🚀	68637310	82650780	0.83
tpcds_q03/datafusion:vortex-compact 🚀	29147028	32778058	0.89
tpcds_q04/datafusion:vortex-compact 🚀	328984583	438579693	0.75
tpcds_q05/datafusion:vortex-compact 🚀	63387766	83253611	0.76
tpcds_q06/datafusion:vortex-compact 🚀	64149230	84841178	0.76
tpcds_q07/datafusion:vortex-compact 🚀	72842399	92408581	0.79
tpcds_q08/datafusion:vortex-compact 🚀	39057096	48242697	0.81
tpcds_q09/datafusion:vortex-compact 🚀	62152810	101940334	0.61
tpcds_q10/datafusion:vortex-compact 🚀	50358367	67752789	0.74
tpcds_q11/datafusion:vortex-compact 🚀	196822036	263441801	0.75
tpcds_q12/datafusion:vortex-compact 🚀	32728899	39417957	0.83
tpcds_q13/datafusion:vortex-compact 🚀	104408451	142175643	0.73
tpcds_q14/datafusion:vortex-compact 🚀	187397703	271239767	0.69
tpcds_q15/datafusion:vortex-compact 🚀	45021324	53991519	0.83
tpcds_q16/datafusion:vortex-compact 🚀	33188723	40434153	0.82
tpcds_q17/datafusion:vortex-compact 🚀	107332933	128455102	0.84
tpcds_q18/datafusion:vortex-compact 🚀	103117290	121637798	0.85
tpcds_q19/datafusion:vortex-compact 🚀	49882031	64086556	0.78
tpcds_q20/datafusion:vortex-compact 🚀	38685877	47944446	0.81
tpcds_q21/datafusion:vortex-compact 🚀	153388225	183696952	0.84
tpcds_q22/datafusion:vortex-compact 🚀	55333356	78541857	0.70
tpcds_q23/datafusion:vortex-compact 🚀	165019313	230760552	0.72
tpcds_q24/datafusion:vortex-compact 🚀	175597639	215582664	0.81
tpcds_q25/datafusion:vortex-compact 🚀	109824594	130763226	0.84
tpcds_q26/datafusion:vortex-compact 🚀	59321779	74051340	0.80
tpcds_q27/datafusion:vortex-compact 🚀	149610352	215450098	0.69
tpcds_q28/datafusion:vortex-compact 🚀	64294900	103611459	0.62
tpcds_q29/datafusion:vortex-compact 🚀	109050396	128358920	0.85
tpcds_q30/datafusion:vortex-compact 🚀	29670879	36564497	0.81
tpcds_q31/datafusion:vortex-compact 🚀	173276734	220212209	0.79
tpcds_q32/datafusion:vortex-compact 🚀	22569708	30458908	0.74
tpcds_q33/datafusion:vortex-compact 🚀	38292392	51809246	0.74
tpcds_q34/datafusion:vortex-compact 🚀	45023305	58662225	0.77
tpcds_q35/datafusion:vortex-compact 🚀	59168088	77469131	0.76
tpcds_q36/datafusion:vortex-compact 🚀	99289492	131387399	0.76
tpcds_q37/datafusion:vortex-compact 🚀	38051870	52787830	0.72
tpcds_q38/datafusion:vortex-compact 🚀	88220439	101182419	0.87
tpcds_q39/datafusion:vortex-compact 🚀	144760477	201012484	0.72
tpcds_q40/datafusion:vortex-compact 🚀	50445206	63430529	0.80
tpcds_q41/datafusion:vortex-compact 🚀	13516004	16818823	0.80
tpcds_q42/datafusion:vortex-compact 🚀	29239768	36980673	0.79
tpcds_q43/datafusion:vortex-compact 🚀	44288400	55741504	0.79
tpcds_q44/datafusion:vortex-compact 🚀	51935847	70924108	0.73
tpcds_q45/datafusion:vortex-compact 🚀	44824799	53503686	0.84
tpcds_q46/datafusion:vortex-compact 🚀	73145290	93365203	0.78
tpcds_q47/datafusion:vortex-compact 🚀	236708423	307687854	0.77
tpcds_q48/datafusion:vortex-compact 🚀	82282731	112017570	0.73
tpcds_q49/datafusion:vortex-compact 🚀	75362419	99774160	0.76
tpcds_q50/datafusion:vortex-compact 🚀	80081423	93927566	0.85
tpcds_q51/datafusion:vortex-compact 🚀	73721736	102130784	0.72
tpcds_q52/datafusion:vortex-compact 🚀	31811291	35407553	0.90
tpcds_q53/datafusion:vortex-compact 🚀	30511787	39400169	0.77
tpcds_q54/datafusion:vortex-compact 🚀	47974865	64909140	0.74
tpcds_q55/datafusion:vortex-compact 🚀	31560140	37337715	0.85
tpcds_q56/datafusion:vortex-compact 🚀	46525982	59917221	0.78
tpcds_q57/datafusion:vortex-compact 🚀	165028568	197381464	0.84
tpcds_q58/datafusion:vortex-compact 🚀	92914977	122347268	0.76
tpcds_q59/datafusion:vortex-compact 🚀	87049142	110041855	0.79
tpcds_q60/datafusion:vortex-compact 🚀	45750819	62805838	0.73
tpcds_q61/datafusion:vortex-compact 🚀	59164012	81644888	0.72
tpcds_q62/datafusion:vortex-compact 🚀	37011061	47628750	0.78
tpcds_q63/datafusion:vortex-compact 🚀	29607853	38351350	0.77
tpcds_q64/datafusion:vortex-compact 🚀	677597677	796469273	0.85
tpcds_q65/datafusion:vortex-compact 🚀	53694068	71423800	0.75
tpcds_q66/datafusion:vortex-compact 🚀	78903922	118963551	0.66
tpcds_q67/datafusion:vortex-compact 🚀	116983651	152686209	0.77
tpcds_q68/datafusion:vortex-compact 🚀	74147803	92901431	0.80
tpcds_q69/datafusion:vortex-compact 🚀	46486815	61934272	0.75
tpcds_q70/datafusion:vortex-compact 🚀	115434262	141465517	0.82
tpcds_q71/datafusion:vortex-compact 🚀	34790666	45853425	0.76
tpcds_q72/datafusion:vortex-compact 🚀	2259979588	3460632828	0.65
tpcds_q73/datafusion:vortex-compact 🚀	44883632	59268549	0.76
tpcds_q74/datafusion:vortex-compact 🚀	141594639	191733787	0.74
tpcds_q75/datafusion:vortex-compact 🚀	137629168	180679517	0.76
tpcds_q76/datafusion:vortex-compact 🚀	61282427	79727568	0.77
tpcds_q77/datafusion:vortex-compact 🚀	50444842	70611189	0.71
tpcds_q78/datafusion:vortex-compact 🚀	150650414	205685820	0.73
tpcds_q79/datafusion:vortex-compact 🚀	52495801	68866100	0.76
tpcds_q80/datafusion:vortex-compact 🚀	102047396	137786349	0.74
tpcds_q81/datafusion:vortex-compact 🚀	35258384	42350565	0.83
tpcds_q82/datafusion:vortex-compact 🚀	38667657	51087159	0.76
tpcds_q83/datafusion:vortex-compact 🚀	58533426	66145144	0.88
tpcds_q84/datafusion:vortex-compact 🚀	15587683	18653540	0.84
tpcds_q85/datafusion:vortex-compact	149048912	160775890	0.93
tpcds_q86/datafusion:vortex-compact 🚀	27182408	33384036	0.81
tpcds_q87/datafusion:vortex-compact 🚀	87600363	105021994	0.83
tpcds_q88/datafusion:vortex-compact 🚀	94536737	133241145	0.71
tpcds_q89/datafusion:vortex-compact 🚀	52427308	66322796	0.79
tpcds_q90/datafusion:vortex-compact 🚀	17204550	22280985	0.77
tpcds_q91/datafusion:vortex-compact 🚀	31139721	41796175	0.75
tpcds_q92/datafusion:vortex-compact 🚀	16879699	22276400	0.76
tpcds_q93/datafusion:vortex-compact 🚀	44932391	52963417	0.85
tpcds_q94/datafusion:vortex-compact 🚀	24696400	32466553	0.76
tpcds_q95/datafusion:vortex-compact 🚀	74713467	99103040	0.75
tpcds_q96/datafusion:vortex-compact 🚀	19342142	25286578	0.76
tpcds_q97/datafusion:vortex-compact 🚀	30492909	44482055	0.69
tpcds_q98/datafusion:vortex-compact 🚀	47288098	56869728	0.83
tpcds_q99/datafusion:vortex-compact 🚀	48273013	67301891	0.72

datafusion / parquet (0.763x ✅, 91↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚀	30811585	37235882	0.83
tpcds_q02/datafusion:parquet 🚀	36426567	48907674	0.74
tpcds_q03/datafusion:parquet 🚀	11503822	17178326	0.67
tpcds_q04/datafusion:parquet 🚀	251989168	386096708	0.65
tpcds_q05/datafusion:parquet 🚀	60474899	88427075	0.68
tpcds_q06/datafusion:parquet	100215480	93315983	1.07
tpcds_q07/datafusion:parquet 🚀	114431255	131349977	0.87
tpcds_q08/datafusion:parquet 🚀	29803055	39664732	0.75
tpcds_q09/datafusion:parquet 🚀	37966065	54130401	0.70
tpcds_q10/datafusion:parquet 🚀	81342082	99484659	0.82
tpcds_q11/datafusion:parquet 🚀	158265168	222632191	0.71
tpcds_q12/datafusion:parquet 🚀	23814521	29603995	0.80
tpcds_q13/datafusion:parquet 🚀	121347722	145858759	0.83
tpcds_q14/datafusion:parquet 🚀	157976918	213236281	0.74
tpcds_q15/datafusion:parquet	53849115	54963974	0.98
tpcds_q16/datafusion:parquet 🚀	27503887	34030145	0.81
tpcds_q17/datafusion:parquet	159657403	172215566	0.93
tpcds_q18/datafusion:parquet	166763247	178626510	0.93
tpcds_q19/datafusion:parquet 🚀	26029232	35516555	0.73
tpcds_q20/datafusion:parquet 🚀	20691992	24459895	0.85
tpcds_q21/datafusion:parquet 🚀	21697515	27729752	0.78
tpcds_q22/datafusion:parquet 🚀	113218057	171020733	0.66
tpcds_q23/datafusion:parquet 🚀	125932140	187150032	0.67
tpcds_q24/datafusion:parquet	190441678	208368739	0.91
tpcds_q25/datafusion:parquet 🚀	159546459	178613856	0.89
tpcds_q26/datafusion:parquet	107431743	113949034	0.94
tpcds_q27/datafusion:parquet 🚀	202336910	261377473	0.77
tpcds_q28/datafusion:parquet 🚀	36432965	51947450	0.70
tpcds_q29/datafusion:parquet 🚀	162052133	181661436	0.89
tpcds_q30/datafusion:parquet 🚀	35596152	44230113	0.80
tpcds_q31/datafusion:parquet 🚀	75084032	106317800	0.71
tpcds_q32/datafusion:parquet 🚀	21810715	29988174	0.73
tpcds_q33/datafusion:parquet 🚀	27795761	37505824	0.74
tpcds_q34/datafusion:parquet 🚀	25336818	36680813	0.69
tpcds_q35/datafusion:parquet 🚀	75162418	97544831	0.77
tpcds_q36/datafusion:parquet 🚀	58095040	81970969	0.71
tpcds_q37/datafusion:parquet 🚀	20023757	25744331	0.78
tpcds_q38/datafusion:parquet 🚀	47338753	65314123	0.72
tpcds_q39/datafusion:parquet 🚀	79837825	101887618	0.78
tpcds_q40/datafusion:parquet 🚀	29237489	37284524	0.78
tpcds_q41/datafusion:parquet 🚀	10546631	12722953	0.83
tpcds_q42/datafusion:parquet 🚀	10775555	15731944	0.68
tpcds_q43/datafusion:parquet 🚀	18224989	27460068	0.66
tpcds_q44/datafusion:parquet 🚀	29468564	41078531	0.72
tpcds_q45/datafusion:parquet 🚀	60260969	69284433	0.87
tpcds_q46/datafusion:parquet 🚀	38279977	49401561	0.77
tpcds_q47/datafusion:parquet 🚀	131269007	188462248	0.70
tpcds_q48/datafusion:parquet 🚀	108452940	134581712	0.81
tpcds_q49/datafusion:parquet 🚀	55720629	72082185	0.77
tpcds_q50/datafusion:parquet	99141775	109850125	0.90
tpcds_q51/datafusion:parquet 🚀	72700553	100443486	0.72
tpcds_q52/datafusion:parquet 🚀	11916176	16096550	0.74
tpcds_q53/datafusion:parquet 🚀	22528446	30178871	0.75
tpcds_q54/datafusion:parquet 🚀	37740769	47834795	0.79
tpcds_q55/datafusion:parquet 🚀	12026425	16127106	0.75
tpcds_q56/datafusion:parquet 🚀	27720901	38819807	0.71
tpcds_q57/datafusion:parquet 🚀	100608961	132367210	0.76
tpcds_q58/datafusion:parquet 🚀	55238529	74023045	0.75
tpcds_q59/datafusion:parquet 🚀	47086959	71234641	0.66
tpcds_q60/datafusion:parquet 🚀	27970624	37909616	0.74
tpcds_q61/datafusion:parquet 🚀	48422718	67965573	0.71
tpcds_q62/datafusion:parquet 🚀	29359523	46222405	0.64
tpcds_q63/datafusion:parquet 🚀	22503980	32562316	0.69
tpcds_q64/datafusion:parquet 🚀	885745181	1000334583	0.89
tpcds_q65/datafusion:parquet 🚀	38435149	50420207	0.76
tpcds_q66/datafusion:parquet 🚀	65068940	88032347	0.74
tpcds_q67/datafusion:parquet 🚀	131213651	183967979	0.71
tpcds_q68/datafusion:parquet 🚀	37916909	53760528	0.71
tpcds_q69/datafusion:parquet 🚀	76404355	92876765	0.82
tpcds_q70/datafusion:parquet 🚀	93411189	110079869	0.85
tpcds_q71/datafusion:parquet 🚀	23217319	30641869	0.76
tpcds_q72/datafusion:parquet 🚀	634302783	871111480	0.73
tpcds_q73/datafusion:parquet 🚀	25853757	39126609	0.66
tpcds_q74/datafusion:parquet 🚀	92982692	135075813	0.69
tpcds_q75/datafusion:parquet 🚀	102271530	135163046	0.76
tpcds_q76/datafusion:parquet 🚀	78057539	92735418	0.84
tpcds_q77/datafusion:parquet 🚀	41086590	61176128	0.67
tpcds_q78/datafusion:parquet 🚀	132812129	177195041	0.75
tpcds_q79/datafusion:parquet 🚀	28688529	41882096	0.68
tpcds_q80/datafusion:parquet 🚀	81417736	118714527	0.69
tpcds_q81/datafusion:parquet 🚀	35888644	42639310	0.84
tpcds_q82/datafusion:parquet 🚀	22398816	30071416	0.74
tpcds_q83/datafusion:parquet 🚀	44978990	56658250	0.79
tpcds_q84/datafusion:parquet 🚀	41798861	48997617	0.85
tpcds_q85/datafusion:parquet	228877732	246238354	0.93
tpcds_q86/datafusion:parquet 🚀	16473200	21625971	0.76
tpcds_q87/datafusion:parquet 🚀	50045645	67207247	0.74
tpcds_q88/datafusion:parquet 🚀	58704067	79728617	0.74
tpcds_q89/datafusion:parquet 🚀	24374683	37764089	0.65
tpcds_q90/datafusion:parquet 🚀	14077983	19755163	0.71
tpcds_q91/datafusion:parquet 🚀	66545184	78636479	0.85
tpcds_q92/datafusion:parquet 🚀	19919745	27168525	0.73
tpcds_q93/datafusion:parquet 🚀	31103703	40298798	0.77
tpcds_q94/datafusion:parquet 🚀	21050162	30123845	0.70
tpcds_q95/datafusion:parquet 🚀	115689418	131822783	0.88
tpcds_q96/datafusion:parquet 🚀	11100130	15188583	0.73
tpcds_q97/datafusion:parquet 🚀	27403275	38206039	0.72
tpcds_q98/datafusion:parquet 🚀	26791403	37554435	0.71
tpcds_q99/datafusion:parquet 🚀	33189990	44844867	0.74

duckdb / vortex-file-compressed (0.770x ✅, 97↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚀	21554890	25318153	0.85
tpcds_q02/duckdb:vortex-file-compressed 🚀	62061012	82288838	0.75
tpcds_q03/duckdb:vortex-file-compressed 🚀	17694311	22873518	0.77
tpcds_q04/duckdb:vortex-file-compressed 🚀	79908531	106289410	0.75
tpcds_q05/duckdb:vortex-file-compressed 🚀	79071902	99743500	0.79
tpcds_q06/duckdb:vortex-file-compressed 🚀	28781541	35972110	0.80
tpcds_q07/duckdb:vortex-file-compressed 🚀	18360357	23417625	0.78
tpcds_q08/duckdb:vortex-file-compressed 🚀	18804843	24190285	0.78
tpcds_q09/duckdb:vortex-file-compressed 🚀	26407128	40335503	0.65
tpcds_q10/duckdb:vortex-file-compressed 🚀	28919209	36629405	0.79
tpcds_q11/duckdb:vortex-file-compressed 🚀	45031438	61371264	0.73
tpcds_q12/duckdb:vortex-file-compressed 🚀	11851462	14645371	0.81
tpcds_q13/duckdb:vortex-file-compressed 🚀	25332489	33507257	0.76
tpcds_q14/duckdb:vortex-file-compressed 🚀	144159828	197877812	0.73
tpcds_q15/duckdb:vortex-file-compressed 🚀	30483721	40614621	0.75
tpcds_q16/duckdb:vortex-file-compressed 🚀	23107500	30501824	0.76
tpcds_q17/duckdb:vortex-file-compressed 🚀	29980962	39527086	0.76
tpcds_q18/duckdb:vortex-file-compressed 🚀	35556698	47706697	0.75
tpcds_q19/duckdb:vortex-file-compressed 🚀	24230280	32009188	0.76
tpcds_q20/duckdb:vortex-file-compressed 🚀	13829228	15773741	0.88
tpcds_q21/duckdb:vortex-file-compressed 🚀	14461663	22232932	0.65
tpcds_q22/duckdb:vortex-file-compressed 🚀	71512736	104965548	0.68
tpcds_q23/duckdb:vortex-file-compressed 🚀	91718826	130496348	0.70
tpcds_q24/duckdb:vortex-file-compressed 🚀	44538456	56897499	0.78
tpcds_q25/duckdb:vortex-file-compressed 🚀	28721481	36753527	0.78
tpcds_q26/duckdb:vortex-file-compressed 🚀	31298474	40992882	0.76
tpcds_q27/duckdb:vortex-file-compressed 🚀	66484453	88447804	0.75
tpcds_q28/duckdb:vortex-file-compressed 🚀	24503074	37201054	0.66
tpcds_q29/duckdb:vortex-file-compressed 🚀	27539778	37379935	0.74
tpcds_q30/duckdb:vortex-file-compressed 🚀	23887046	28479891	0.84
tpcds_q31/duckdb:vortex-file-compressed 🚀	18915596	27193609	0.70
tpcds_q32/duckdb:vortex-file-compressed 🚀	12735768	17183895	0.74
tpcds_q33/duckdb:vortex-file-compressed 🚀	49288726	63912563	0.77
tpcds_q34/duckdb:vortex-file-compressed 🚀	14438827	18592441	0.78
tpcds_q35/duckdb:vortex-file-compressed 🚀	51560878	60996200	0.85
tpcds_q36/duckdb:vortex-file-compressed 🚀	20678245	26815956	0.77
tpcds_q37/duckdb:vortex-file-compressed 🚀	16489759	22223259	0.74
tpcds_q38/duckdb:vortex-file-compressed 🚀	31236904	35871807	0.87
tpcds_q39/duckdb:vortex-file-compressed 🚀	35534992	55788153	0.64
tpcds_q40/duckdb:vortex-file-compressed 🚀	19465017	24114235	0.81
tpcds_q41/duckdb:vortex-file-compressed 🚀	10852613	13090184	0.83
tpcds_q42/duckdb:vortex-file-compressed 🚀	8574929	12156305	0.71
tpcds_q43/duckdb:vortex-file-compressed 🚀	14058897	19896479	0.71
tpcds_q44/duckdb:vortex-file-compressed 🚀	18533211	22937052	0.81
tpcds_q45/duckdb:vortex-file-compressed 🚀	22452721	28060205	0.80
tpcds_q46/duckdb:vortex-file-compressed 🚀	38443745	46995899	0.82
tpcds_q47/duckdb:vortex-file-compressed 🚀	37926750	50022244	0.76
tpcds_q48/duckdb:vortex-file-compressed 🚀	23386188	29611634	0.79
tpcds_q49/duckdb:vortex-file-compressed 🚀	23095854	31019867	0.74
tpcds_q50/duckdb:vortex-file-compressed 🚀	26370738	35492757	0.74
tpcds_q51/duckdb:vortex-file-compressed 🚀	85703508	100348788	0.85
tpcds_q52/duckdb:vortex-file-compressed 🚀	10142857	12046186	0.84
tpcds_q53/duckdb:vortex-file-compressed 🚀	13026757	16865318	0.77
tpcds_q54/duckdb:vortex-file-compressed 🚀	38293583	48259912	0.79
tpcds_q55/duckdb:vortex-file-compressed 🚀	8742315	12299844	0.71
tpcds_q56/duckdb:vortex-file-compressed 🚀	48980582	67250512	0.73
tpcds_q57/duckdb:vortex-file-compressed 🚀	37351563	43543237	0.86
tpcds_q58/duckdb:vortex-file-compressed 🚀	22311050	32923552	0.68
tpcds_q59/duckdb:vortex-file-compressed 🚀	44963258	56466515	0.80
tpcds_q60/duckdb:vortex-file-compressed 🚀	50000534	69835953	0.72
tpcds_q61/duckdb:vortex-file-compressed 🚀	26631635	38848214	0.69
tpcds_q62/duckdb:vortex-file-compressed 🚀	14587819	18458140	0.79
tpcds_q63/duckdb:vortex-file-compressed 🚀	13504193	17459623	0.77
tpcds_q64/duckdb:vortex-file-compressed 🚀	65393605	79822593	0.82
tpcds_q65/duckdb:vortex-file-compressed 🚀	17395925	23700904	0.73
tpcds_q66/duckdb:vortex-file-compressed 🚀	45324736	59947564	0.76
tpcds_q67/duckdb:vortex-file-compressed 🚀	111156645	144090783	0.77
tpcds_q68/duckdb:vortex-file-compressed 🚀	32295500	40445920	0.80
tpcds_q69/duckdb:vortex-file-compressed 🚀	29185941	37996320	0.77
tpcds_q70/duckdb:vortex-file-compressed 🚀	17835390	24673258	0.72
tpcds_q71/duckdb:vortex-file-compressed 🚀	15057695	20685458	0.73
tpcds_q72/duckdb:vortex-file-compressed 🚀	124950873	175330400	0.71
tpcds_q73/duckdb:vortex-file-compressed 🚀	15443624	19768502	0.78
tpcds_q74/duckdb:vortex-file-compressed 🚀	37871671	49131149	0.77
tpcds_q75/duckdb:vortex-file-compressed 🚀	45791785	60294383	0.76
tpcds_q76/duckdb:vortex-file-compressed 🚀	47406224	58226913	0.81
tpcds_q77/duckdb:vortex-file-compressed 🚀	45574305	68263090	0.67
tpcds_q78/duckdb:vortex-file-compressed 🚀	58735082	80958481	0.73
tpcds_q79/duckdb:vortex-file-compressed 🚀	27683849	34052477	0.81
tpcds_q80/duckdb:vortex-file-compressed 🚀	65918298	94864048	0.69
tpcds_q81/duckdb:vortex-file-compressed 🚀	28491045	32991682	0.86
tpcds_q82/duckdb:vortex-file-compressed 🚀	16709761	22734989	0.73
tpcds_q83/duckdb:vortex-file-compressed 🚀	22317847	27940748	0.80
tpcds_q84/duckdb:vortex-file-compressed	15808789	17095502	0.92
tpcds_q85/duckdb:vortex-file-compressed 🚀	36609594	44699591	0.82
tpcds_q86/duckdb:vortex-file-compressed 🚀	14108854	17596060	0.80
tpcds_q87/duckdb:vortex-file-compressed 🚀	32661197	40863765	0.80
tpcds_q88/duckdb:vortex-file-compressed 🚀	31503867	40460258	0.78
tpcds_q89/duckdb:vortex-file-compressed 🚀	13684439	18543059	0.74
tpcds_q90/duckdb:vortex-file-compressed 🚀	12901319	15318924	0.84
tpcds_q91/duckdb:vortex-file-compressed 🚀	21755606	26768829	0.81
tpcds_q92/duckdb:vortex-file-compressed 🚀	11546366	14511089	0.80
tpcds_q93/duckdb:vortex-file-compressed 🚀	25507922	30500305	0.84
tpcds_q94/duckdb:vortex-file-compressed 🚀	18707602	21822300	0.86
tpcds_q95/duckdb:vortex-file-compressed 🚀	117068991	154192315	0.76
tpcds_q96/duckdb:vortex-file-compressed	16337741	17531824	0.93
tpcds_q97/duckdb:vortex-file-compressed 🚀	30449971	39769255	0.77
tpcds_q98/duckdb:vortex-file-compressed 🚀	14438576	17775916	0.81
tpcds_q99/duckdb:vortex-file-compressed 🚀	24838686	32235094	0.77

duckdb / vortex-compact (0.745x ✅, 98↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚀	28268859	33123731	0.85
tpcds_q02/duckdb:vortex-compact 🚀	95162425	123695331	0.77
tpcds_q03/duckdb:vortex-compact 🚀	38571017	49688955	0.78
tpcds_q04/duckdb:vortex-compact 🚀	95960553	123066730	0.78
tpcds_q05/duckdb:vortex-compact 🚀	115649401	171481264	0.67
tpcds_q06/duckdb:vortex-compact 🚀	33853138	40299796	0.84
tpcds_q07/duckdb:vortex-compact 🚀	28709301	38238761	0.75
tpcds_q08/duckdb:vortex-compact 🚀	22893168	28412528	0.81
tpcds_q09/duckdb:vortex-compact 🚀	65089877	111225634	0.59
tpcds_q10/duckdb:vortex-compact 🚀	36873034	47825075	0.77
tpcds_q11/duckdb:vortex-compact 🚀	53782089	76713073	0.70
tpcds_q12/duckdb:vortex-compact 🚀	16103821	20754431	0.78
tpcds_q13/duckdb:vortex-compact 🚀	37888682	54648895	0.69
tpcds_q14/duckdb:vortex-compact 🚀	190708654	291357138	0.65
tpcds_q15/duckdb:vortex-compact 🚀	34271596	43915623	0.78
tpcds_q16/duckdb:vortex-compact 🚀	27957088	38113624	0.73
tpcds_q17/duckdb:vortex-compact 🚀	39206528	52813403	0.74
tpcds_q18/duckdb:vortex-compact 🚀	51172935	67522286	0.76
tpcds_q19/duckdb:vortex-compact 🚀	31575005	40382572	0.78
tpcds_q20/duckdb:vortex-compact 🚀	16678010	20863660	0.80
tpcds_q21/duckdb:vortex-compact 🚀	19481447	27759760	0.70
tpcds_q22/duckdb:vortex-compact 🚀	80368528	112044343	0.72
tpcds_q23/duckdb:vortex-compact 🚀	114502755	175006075	0.65
tpcds_q24/duckdb:vortex-compact 🚀	61184354	78407247	0.78
tpcds_q25/duckdb:vortex-compact 🚀	39868768	52336448	0.76
tpcds_q26/duckdb:vortex-compact 🚀	40565152	50458162	0.80
tpcds_q27/duckdb:vortex-compact 🚀	105787437	143315323	0.74
tpcds_q28/duckdb:vortex-compact 🚀	62091654	108910856	0.57
tpcds_q29/duckdb:vortex-compact 🚀	37939126	52685305	0.72
tpcds_q30/duckdb:vortex-compact 🚀	28213782	34862582	0.81
tpcds_q31/duckdb:vortex-compact 🚀	23038223	31548159	0.73
tpcds_q32/duckdb:vortex-compact 🚀	17646939	24820719	0.71
tpcds_q33/duckdb:vortex-compact 🚀	97183577	151254586	0.64
tpcds_q34/duckdb:vortex-compact 🚀	22769557	30947100	0.74
tpcds_q35/duckdb:vortex-compact 🚀	57913708	74700024	0.78
tpcds_q36/duckdb:vortex-compact 🚀	24433716	35797421	0.68
tpcds_q37/duckdb:vortex-compact 🚀	23981972	32610328	0.74
tpcds_q38/duckdb:vortex-compact 🚀	31815882	42720998	0.74
tpcds_q39/duckdb:vortex-compact 🚀	41947584	56449188	0.74
tpcds_q40/duckdb:vortex-compact 🚀	23736458	31934272	0.74
tpcds_q41/duckdb:vortex-compact 🚀	13278581	17484053	0.76
tpcds_q42/duckdb:vortex-compact 🚀	11991698	14449029	0.83
tpcds_q43/duckdb:vortex-compact 🚀	16681165	24934520	0.67
tpcds_q44/duckdb:vortex-compact 🚀	26085093	36568414	0.71
tpcds_q45/duckdb:vortex-compact 🚀	26462914	35273807	0.75
tpcds_q46/duckdb:vortex-compact 🚀	47507277	61853419	0.77
tpcds_q47/duckdb:vortex-compact 🚀	42750602	56623419	0.75
tpcds_q48/duckdb:vortex-compact 🚀	32850507	45488501	0.72
tpcds_q49/duckdb:vortex-compact 🚀	35552266	51076695	0.70
tpcds_q50/duckdb:vortex-compact 🚀	40269357	55224579	0.73
tpcds_q51/duckdb:vortex-compact 🚀	86273518	110577527	0.78
tpcds_q52/duckdb:vortex-compact 🚀	11813599	15324462	0.77
tpcds_q53/duckdb:vortex-compact 🚀	17088906	22198927	0.77
tpcds_q54/duckdb:vortex-compact 🚀	59063715	85541746	0.69
tpcds_q55/duckdb:vortex-compact 🚀	11504947	14925400	0.77
tpcds_q56/duckdb:vortex-compact 🚀	94117322	140263481	0.67
tpcds_q57/duckdb:vortex-compact 🚀	38736610	48373122	0.80
tpcds_q58/duckdb:vortex-compact 🚀	27763594	42168384	0.66
tpcds_q59/duckdb:vortex-compact 🚀	55306572	67880510	0.81
tpcds_q60/duckdb:vortex-compact 🚀	96474592	148585831	0.65
tpcds_q61/duckdb:vortex-compact 🚀	36965169	55330174	0.67
tpcds_q62/duckdb:vortex-compact 🚀	19258106	22779261	0.85
tpcds_q63/duckdb:vortex-compact 🚀	18637892	23661280	0.79
tpcds_q64/duckdb:vortex-compact 🚀	84731259	106404693	0.80
tpcds_q65/duckdb:vortex-compact 🚀	21193875	28325319	0.75
tpcds_q66/duckdb:vortex-compact 🚀	64774357	97911218	0.66
tpcds_q67/duckdb:vortex-compact 🚀	113561844	151989235	0.75
tpcds_q68/duckdb:vortex-compact 🚀	43303204	58826026	0.74
tpcds_q69/duckdb:vortex-compact 🚀	39200159	50656070	0.77
tpcds_q70/duckdb:vortex-compact 🚀	21135385	29875875	0.71
tpcds_q71/duckdb:vortex-compact 🚀	19473389	28216078	0.69
tpcds_q72/duckdb:vortex-compact 🚀	140581864	198995585	0.71
tpcds_q73/duckdb:vortex-compact 🚀	22295565	28946397	0.77
tpcds_q74/duckdb:vortex-compact 🚀	45163439	60697343	0.74
tpcds_q75/duckdb:vortex-compact 🚀	56178786	74018008	0.76
tpcds_q76/duckdb:vortex-compact 🚀	92892938	136756702	0.68
tpcds_q77/duckdb:vortex-compact 🚀	89566646	140590657	0.64
tpcds_q78/duckdb:vortex-compact 🚀	68913167	90423852	0.76
tpcds_q79/duckdb:vortex-compact 🚀	45147625	61574974	0.73
tpcds_q80/duckdb:vortex-compact 🚀	118568701	167183564	0.71
tpcds_q81/duckdb:vortex-compact 🚀	33180440	41957075	0.79
tpcds_q82/duckdb:vortex-compact 🚀	24889496	31647035	0.79
tpcds_q83/duckdb:vortex-compact 🚀	35395407	47259874	0.75
tpcds_q84/duckdb:vortex-compact	19512683	21599487	0.90
tpcds_q85/duckdb:vortex-compact 🚀	49619293	62287952	0.80
tpcds_q86/duckdb:vortex-compact 🚀	17338419	20177418	0.86
tpcds_q87/duckdb:vortex-compact 🚀	33326114	43435449	0.77
tpcds_q88/duckdb:vortex-compact 🚀	32605246	44663999	0.73
tpcds_q89/duckdb:vortex-compact 🚀	17471818	23682215	0.74
tpcds_q90/duckdb:vortex-compact 🚀	14259100	16294629	0.88
tpcds_q91/duckdb:vortex-compact 🚀	35499791	46303577	0.77
tpcds_q92/duckdb:vortex-compact 🚀	16460966	22002891	0.75
tpcds_q93/duckdb:vortex-compact 🚀	31835836	39447730	0.81
tpcds_q94/duckdb:vortex-compact 🚀	22290737	29254588	0.76
tpcds_q95/duckdb:vortex-compact 🚀	128030456	154504168	0.83
tpcds_q96/duckdb:vortex-compact 🚀	17261479	21742514	0.79
tpcds_q97/duckdb:vortex-compact 🚀	32070286	42657620	0.75
tpcds_q98/duckdb:vortex-compact 🚀	17645049	22370188	0.79
tpcds_q99/duckdb:vortex-compact 🚀	27448731	36987925	0.74

duckdb / parquet (0.741x ✅, 99↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚀	32849535	47235121	0.70
tpcds_q02/duckdb:parquet 🚀	44180431	61502310	0.72
tpcds_q03/duckdb:parquet 🚀	9408657	11940502	0.79
tpcds_q04/duckdb:parquet 🚀	100745121	127768798	0.79
tpcds_q05/duckdb:parquet 🚀	52096799	70250516	0.74
tpcds_q06/duckdb:parquet 🚀	24565199	30092812	0.82
tpcds_q07/duckdb:parquet 🚀	16774054	23462564	0.71
tpcds_q08/duckdb:parquet 🚀	20960051	27805261	0.75
tpcds_q09/duckdb:parquet 🚀	27647091	39992079	0.69
tpcds_q10/duckdb:parquet 🚀	26851644	36862268	0.73
tpcds_q11/duckdb:parquet 🚀	67667472	89059477	0.76
tpcds_q12/duckdb:parquet 🚀	11344753	15019318	0.76
tpcds_q13/duckdb:parquet 🚀	23502550	34500774	0.68
tpcds_q14/duckdb:parquet 🚀	118497914	167674517	0.71
tpcds_q15/duckdb:parquet 🚀	22313946	30485644	0.73
tpcds_q16/duckdb:parquet 🚀	16821524	21324376	0.79
tpcds_q17/duckdb:parquet 🚀	30773543	37392638	0.82
tpcds_q18/duckdb:parquet 🚀	36348859	47562158	0.76
tpcds_q19/duckdb:parquet 🚀	22736972	29509925	0.77
tpcds_q20/duckdb:parquet 🚀	12315886	15961794	0.77
tpcds_q21/duckdb:parquet 🚀	9480082	11605522	0.82
tpcds_q22/duckdb:parquet 🚀	49928784	69363741	0.72
tpcds_q23/duckdb:parquet 🚀	84073833	116486854	0.72
tpcds_q24/duckdb:parquet 🚀	36369193	45834168	0.79
tpcds_q25/duckdb:parquet 🚀	25348257	32311536	0.78
tpcds_q26/duckdb:parquet 🚀	27852599	36766342	0.76
tpcds_q27/duckdb:parquet 🚀	65494862	90230158	0.73
tpcds_q28/duckdb:parquet 🚀	24228643	37399863	0.65
tpcds_q29/duckdb:parquet 🚀	26887050	36294499	0.74
tpcds_q30/duckdb:parquet 🚀	31530687	40143192	0.79
tpcds_q31/duckdb:parquet 🚀	17999310	23078172	0.78
tpcds_q32/duckdb:parquet 🚀	8331951	11076246	0.75
tpcds_q33/duckdb:parquet 🚀	52905065	71594178	0.74
tpcds_q34/duckdb:parquet 🚀	15161477	21001795	0.72
tpcds_q35/duckdb:parquet 🚀	49622622	62008630	0.80
tpcds_q36/duckdb:parquet 🚀	15312455	20863395	0.73
tpcds_q37/duckdb:parquet 🚀	11211774	13494628	0.83
tpcds_q38/duckdb:parquet 🚀	27928597	36791592	0.76
tpcds_q39/duckdb:parquet 🚀	24016220	33113797	0.73
tpcds_q40/duckdb:parquet 🚀	14866088	18613343	0.80
tpcds_q41/duckdb:parquet 🚀	5822370	7514617	0.77
tpcds_q42/duckdb:parquet 🚀	7560020	10677979	0.71
tpcds_q43/duckdb:parquet 🚀	11052216	15871048	0.70
tpcds_q44/duckdb:parquet 🚀	15736526	22632108	0.70
tpcds_q45/duckdb:parquet 🚀	22133288	26861107	0.82
tpcds_q46/duckdb:parquet 🚀	33277317	45606737	0.73
tpcds_q47/duckdb:parquet 🚀	33490122	47129242	0.71
tpcds_q48/duckdb:parquet 🚀	22060516	31344872	0.70
tpcds_q49/duckdb:parquet 🚀	17320253	23879829	0.73
tpcds_q50/duckdb:parquet 🚀	18149131	25184843	0.72
tpcds_q51/duckdb:parquet 🚀	77700224	96911381	0.80
tpcds_q52/duckdb:parquet 🚀	8091025	11240093	0.72
tpcds_q53/duckdb:parquet 🚀	12363874	16334201	0.76
tpcds_q54/duckdb:parquet 🚀	29773040	42754061	0.70
tpcds_q55/duckdb:parquet 🚀	7981956	11067145	0.72
tpcds_q56/duckdb:parquet 🚀	47265608	70855817	0.67
tpcds_q57/duckdb:parquet 🚀	27888474	35306672	0.79
tpcds_q58/duckdb:parquet 🚀	16217371	21850731	0.74
tpcds_q59/duckdb:parquet 🚀	24510143	36504784	0.67
tpcds_q60/duckdb:parquet 🚀	52652655	72905382	0.72
tpcds_q61/duckdb:parquet 🚀	22317666	28795676	0.78
tpcds_q62/duckdb:parquet 🚀	8804811	12841163	0.69
tpcds_q63/duckdb:parquet 🚀	11135441	15520024	0.72
tpcds_q64/duckdb:parquet 🚀	55146335	75616655	0.73
tpcds_q65/duckdb:parquet 🚀	15401883	20971335	0.73
tpcds_q66/duckdb:parquet 🚀	40797709	56458375	0.72
tpcds_q67/duckdb:parquet 🚀	102327974	135324531	0.76
tpcds_q68/duckdb:parquet 🚀	27377822	38040359	0.72
tpcds_q69/duckdb:parquet 🚀	27750239	38251323	0.73
tpcds_q70/duckdb:parquet 🚀	14463417	19726429	0.73
tpcds_q71/duckdb:parquet 🚀	13211167	18750915	0.70
tpcds_q72/duckdb:parquet 🚀	111569375	163167561	0.68
tpcds_q73/duckdb:parquet 🚀	13509207	18216103	0.74
tpcds_q74/duckdb:parquet 🚀	37524943	50958219	0.74
tpcds_q75/duckdb:parquet 🚀	39957441	53633927	0.75
tpcds_q76/duckdb:parquet 🚀	47582974	70129250	0.68
tpcds_q77/duckdb:parquet 🚀	41462417	63031037	0.66
tpcds_q78/duckdb:parquet 🚀	57680365	76071056	0.76
tpcds_q79/duckdb:parquet 🚀	19961088	27778389	0.72
tpcds_q80/duckdb:parquet 🚀	62193460	85036336	0.73
tpcds_q81/duckdb:parquet 🚀	35338631	46731348	0.76
tpcds_q82/duckdb:parquet 🚀	12320159	15651198	0.79
tpcds_q83/duckdb:parquet 🚀	12371528	16483881	0.75
tpcds_q84/duckdb:parquet 🚀	15209530	20406522	0.75
tpcds_q85/duckdb:parquet 🚀	28983994	38306966	0.76
tpcds_q86/duckdb:parquet 🚀	9873372	12174900	0.81
tpcds_q87/duckdb:parquet 🚀	26953906	36776828	0.73
tpcds_q88/duckdb:parquet 🚀	21970465	28893970	0.76
tpcds_q89/duckdb:parquet 🚀	13067809	17337541	0.75
tpcds_q90/duckdb:parquet 🚀	5378874	7695993	0.70
tpcds_q91/duckdb:parquet 🚀	16417869	24248540	0.68
tpcds_q92/duckdb:parquet 🚀	8649307	11760708	0.74
tpcds_q93/duckdb:parquet 🚀	23108495	29539616	0.78
tpcds_q94/duckdb:parquet 🚀	12696263	16729045	0.76
tpcds_q95/duckdb:parquet 🚀	99397820	129745823	0.77
tpcds_q96/duckdb:parquet 🚀	6982636	9166759	0.76
tpcds_q97/duckdb:parquet 🚀	27744649	35219600	0.79
tpcds_q98/duckdb:parquet 🚀	14481738	18246797	0.79
tpcds_q99/duckdb:parquet 🚀	14709983	20026088	0.73

duckdb / duckdb (0.752x ✅, 98↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb 🚀	15992681	20242816	0.79
tpcds_q02/duckdb:duckdb 🚀	11919469	18408276	0.65
tpcds_q03/duckdb:duckdb 🚀	6385347	8525509	0.75
tpcds_q04/duckdb:duckdb 🚀	133392190	162861411	0.82
tpcds_q05/duckdb:duckdb 🚀	13826830	18559204	0.75
tpcds_q06/duckdb:duckdb 🚀	16513934	22629390	0.73
tpcds_q07/duckdb:duckdb 🚀	25893932	38719833	0.67
tpcds_q08/duckdb:duckdb	109678415	119822617	0.92
tpcds_q09/duckdb:duckdb 🚀	12892072	19560551	0.66
tpcds_q10/duckdb:duckdb 🚀	17137925	22799040	0.75
tpcds_q11/duckdb:duckdb 🚀	112090799	139242451	0.81
tpcds_q12/duckdb:duckdb 🚀	9309156	11221255	0.83
tpcds_q13/duckdb:duckdb 🚀	17076935	23658721	0.72
tpcds_q14/duckdb:duckdb 🚀	70146929	92816524	0.76
tpcds_q15/duckdb:duckdb 🚀	18291406	23916762	0.76
tpcds_q16/duckdb:duckdb 🚀	13004442	16534186	0.79
tpcds_q17/duckdb:duckdb 🚀	16458160	21884487	0.75
tpcds_q18/duckdb:duckdb 🚀	34837444	43774598	0.80
tpcds_q19/duckdb:duckdb 🚀	11965916	16084856	0.74
tpcds_q20/duckdb:duckdb 🚀	9073220	12295930	0.74
tpcds_q21/duckdb:duckdb 🚀	5253859	6297571	0.83
tpcds_q22/duckdb:duckdb 🚀	44626267	60286224	0.74
tpcds_q23/duckdb:duckdb 🚀	53620674	79726100	0.67
tpcds_q24/duckdb:duckdb 🚀	16164129	21982637	0.74
tpcds_q25/duckdb:duckdb 🚀	12906417	16776537	0.77
tpcds_q26/duckdb:duckdb 🚀	21056031	25768709	0.82
tpcds_q27/duckdb:duckdb 🚀	31869834	40074214	0.80
tpcds_q28/duckdb:duckdb 🚀	14154835	20959343	0.68
tpcds_q29/duckdb:duckdb 🚀	14455505	20091054	0.72
tpcds_q30/duckdb:duckdb 🚀	21034191	27739469	0.76
tpcds_q31/duckdb:duckdb 🚀	14997239	19762472	0.76
tpcds_q32/duckdb:duckdb 🚀	4745747	6878395	0.69
tpcds_q33/duckdb:duckdb 🚀	9510638	12544956	0.76
tpcds_q34/duckdb:duckdb 🚀	10362287	14981945	0.69
tpcds_q35/duckdb:duckdb 🚀	26160518	32664356	0.80
tpcds_q36/duckdb:duckdb 🚀	54137640	69801753	0.78
tpcds_q37/duckdb:duckdb 🚀	5727740	7895239	0.73
tpcds_q38/duckdb:duckdb 🚀	22078906	30153178	0.73
tpcds_q39/duckdb:duckdb 🚀	21314206	26097204	0.82
tpcds_q40/duckdb:duckdb 🚀	10204328	12981733	0.79
tpcds_q41/duckdb:duckdb 🚀	6385008	8176231	0.78
tpcds_q42/duckdb:duckdb 🚀	4586381	6466953	0.71
tpcds_q43/duckdb:duckdb 🚀	7246533	10945996	0.66
tpcds_q44/duckdb:duckdb 🚀	9851342	13519837	0.73
tpcds_q45/duckdb:duckdb 🚀	12237500	17100449	0.72
tpcds_q46/duckdb:duckdb 🚀	27324888	35373476	0.77
tpcds_q47/duckdb:duckdb 🚀	31684816	41220774	0.77
tpcds_q48/duckdb:duckdb 🚀	16002249	22014287	0.73
tpcds_q49/duckdb:duckdb 🚀	12474200	16194694	0.77
tpcds_q50/duckdb:duckdb 🚀	10545604	13567766	0.78
tpcds_q51/duckdb:duckdb 🚀	75640454	92061697	0.82
tpcds_q52/duckdb:duckdb 🚀	5000556	7109076	0.70
tpcds_q53/duckdb:duckdb 🚀	9469834	11414035	0.83
tpcds_q54/duckdb:duckdb 🚀	12084421	17084693	0.71
tpcds_q55/duckdb:duckdb 🚀	5143706	6754418	0.76
tpcds_q56/duckdb:duckdb 🚀	9680344	12991056	0.75
tpcds_q57/duckdb:duckdb 🚀	25575333	31854074	0.80
tpcds_q58/duckdb:duckdb 🚀	9513278	12177334	0.78
tpcds_q59/duckdb:duckdb 🚀	23864585	34136863	0.70
tpcds_q60/duckdb:duckdb 🚀	11703110	14316036	0.82
tpcds_q61/duckdb:duckdb 🚀	9953803	14377140	0.69
tpcds_q62/duckdb:duckdb 🚀	7126343	9035008	0.79
tpcds_q63/duckdb:duckdb 🚀	8117092	11000744	0.74
tpcds_q64/duckdb:duckdb 🚀	40759015	51203728	0.80
tpcds_q65/duckdb:duckdb 🚀	25090849	34513828	0.73
tpcds_q66/duckdb:duckdb 🚀	18303971	25989338	0.70
tpcds_q67/duckdb:duckdb 🚀	98330188	130200279	0.76
tpcds_q68/duckdb:duckdb 🚀	18098676	24794783	0.73
tpcds_q69/duckdb:duckdb 🚀	18085456	24314731	0.74
tpcds_q70/duckdb:duckdb 🚀	10092608	14119311	0.71
tpcds_q71/duckdb:duckdb 🚀	9575747	12040700	0.80
tpcds_q72/duckdb:duckdb 🚀	31172646	41903157	0.74
tpcds_q73/duckdb:duckdb 🚀	7567460	10496840	0.72
tpcds_q74/duckdb:duckdb 🚀	77121282	99129110	0.78
tpcds_q75/duckdb:duckdb 🚀	32512399	43340510	0.75
tpcds_q76/duckdb:duckdb 🚀	8434340	12641968	0.67
tpcds_q77/duckdb:duckdb 🚀	8479535	12414673	0.68
tpcds_q78/duckdb:duckdb 🚀	49303518	62760620	0.79
tpcds_q79/duckdb:duckdb 🚀	13148272	18318038	0.72
tpcds_q80/duckdb:duckdb 🚀	20903355	28598676	0.73
tpcds_q81/duckdb:duckdb 🚀	27283920	36971435	0.74
tpcds_q82/duckdb:duckdb 🚀	6485659	8627462	0.75
tpcds_q83/duckdb:duckdb 🚀	6912442	8943742	0.77
tpcds_q84/duckdb:duckdb 🚀	9916487	13119156	0.76
tpcds_q85/duckdb:duckdb 🚀	18116848	23469752	0.77
tpcds_q86/duckdb:duckdb 🚀	8622397	10051795	0.86
tpcds_q87/duckdb:duckdb 🚀	26415409	32443911	0.81
tpcds_q88/duckdb:duckdb 🚀	17610479	23885335	0.74
tpcds_q89/duckdb:duckdb 🚀	9681424	13246696	0.73
tpcds_q90/duckdb:duckdb 🚀	4190949	5593076	0.75
tpcds_q91/duckdb:duckdb 🚀	8576397	12161433	0.71
tpcds_q92/duckdb:duckdb 🚀	6144893	8545259	0.72
tpcds_q93/duckdb:duckdb 🚀	18545167	21125964	0.88
tpcds_q94/duckdb:duckdb 🚀	9321354	12270462	0.76
tpcds_q95/duckdb:duckdb 🚀	97452977	128017082	0.76
tpcds_q96/duckdb:duckdb 🚀	3253174	4570573	0.71
tpcds_q97/duckdb:duckdb 🚀	24835967	29999750	0.83
tpcds_q98/duckdb:duckdb 🚀	9582347	13293052	0.72
tpcds_q99/duckdb:duckdb 🚀	11893992	15900852	0.75

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-16.5%	-24.1%	+10.1%	+18.0%	➖ noise
1	datafusion:vortex-file-compressed	-20.0%	-24.1%	+5.4%	+21.9%	➖ noise
1	duckdb:duckdb	-21.0%	-24.1%	+4.1%	+18.0%	➖ noise
1	duckdb:vortex-compact	-14.7%	-24.1%	+12.5%	+18.0%	➖ noise
1	duckdb:vortex-file-compressed	-14.9%	-24.1%	+12.2%	+18.0%	➖ noise
2	datafusion:vortex-compact	-17.0%	-26.9%	+13.5%	+18.0%	➖ noise
2	datafusion:vortex-file-compressed	-15.0%	-26.9%	+16.2%	+18.0%	➖ noise
2	duckdb:duckdb	-35.2%	-26.9%	-11.5%	+18.0%	➖ noise
2	duckdb:vortex-compact	-23.1%	-26.9%	+5.2%	+18.0%	➖ noise
2	duckdb:vortex-file-compressed	-24.6%	-26.9%	+3.1%	+18.0%	➖ noise
3	datafusion:vortex-compact	-11.1%	-27.4%	+22.4%	+18.0%	🚨 regression
3	datafusion:vortex-file-compressed	-13.0%	-27.4%	+19.7%	+18.0%	🚨 regression
3	duckdb:duckdb	-25.1%	-27.4%	+3.1%	+18.0%	➖ noise
3	duckdb:vortex-compact	-22.4%	-27.4%	+6.9%	+18.0%	➖ noise
3	duckdb:vortex-file-compressed	-22.6%	-27.4%	+6.5%	+18.0%	➖ noise
4	datafusion:vortex-compact	-25.0%	-28.3%	+4.6%	+18.0%	➖ noise
4	datafusion:vortex-file-compressed	-20.3%	-28.3%	+11.2%	+18.0%	➖ noise
4	duckdb:duckdb	-18.1%	-28.3%	+14.2%	+18.0%	➖ noise
4	duckdb:vortex-compact	-22.0%	-28.3%	+8.7%	+18.0%	➖ noise
4	duckdb:vortex-file-compressed	-24.8%	-28.3%	+4.8%	+18.0%	➖ noise
5	datafusion:vortex-compact	-23.9%	-28.8%	+6.9%	+18.0%	➖ noise
5	datafusion:vortex-file-compressed	-24.3%	-28.8%	+6.3%	+18.0%	➖ noise
5	duckdb:duckdb	-25.5%	-28.8%	+4.6%	+18.0%	➖ noise
5	duckdb:vortex-compact	-32.6%	-28.8%	-5.3%	+18.0%	➖ noise
5	duckdb:vortex-file-compressed	-20.7%	-28.8%	+11.3%	+18.0%	➖ noise
6	datafusion:vortex-compact	-24.4%	-6.4%	-19.2%	+18.0%	✅ faster
6	datafusion:vortex-file-compressed	-23.2%	-6.4%	-18.0%	+18.0%	✅ faster
6	duckdb:duckdb	-27.0%	-6.4%	-22.1%	+18.0%	✅ faster
6	duckdb:vortex-compact	-16.0%	-6.4%	-10.3%	+18.0%	➖ noise
6	duckdb:vortex-file-compressed	-20.0%	-6.4%	-14.5%	+18.0%	➖ noise
7	datafusion:vortex-compact	-21.2%	-21.1%	-0.1%	+18.0%	➖ noise
7	datafusion:vortex-file-compressed	-13.4%	-21.1%	+9.7%	+18.0%	➖ noise
7	duckdb:duckdb	-33.1%	-21.1%	-15.3%	+22.2%	➖ noise
7	duckdb:vortex-compact	-24.9%	-21.1%	-4.9%	+18.0%	➖ noise
7	duckdb:vortex-file-compressed	-21.6%	-21.1%	-0.7%	+18.0%	➖ noise
8	datafusion:vortex-compact	-19.0%	-24.7%	+7.6%	+18.0%	➖ noise
8	datafusion:vortex-file-compressed	-15.5%	-24.7%	+12.3%	+18.0%	➖ noise
8	duckdb:duckdb	-8.5%	-24.7%	+21.6%	+18.0%	🚨 regression
8	duckdb:vortex-compact	-19.4%	-24.7%	+7.1%	+18.0%	➖ noise
8	duckdb:vortex-file-compressed	-22.3%	-24.7%	+3.3%	+18.0%	➖ noise
9	datafusion:vortex-compact	-39.0%	-30.4%	-12.4%	+18.0%	➖ noise
9	datafusion:vortex-file-compressed	-27.6%	-30.4%	+3.9%	+18.0%	➖ noise
9	duckdb:duckdb	-34.1%	-30.4%	-5.3%	+18.0%	➖ noise
9	duckdb:vortex-compact	-41.5%	-30.4%	-16.0%	+18.0%	✅ faster
9	duckdb:vortex-file-compressed	-34.5%	-30.4%	-6.0%	+18.0%	➖ noise
10	datafusion:vortex-compact	-25.7%	-22.8%	-3.7%	+18.0%	➖ noise
10	datafusion:vortex-file-compressed	-27.3%	-22.8%	-5.9%	+18.0%	➖ noise
10	duckdb:duckdb	-24.8%	-22.8%	-2.6%	+18.0%	➖ noise
10	duckdb:vortex-compact	-22.9%	-22.8%	-0.1%	+18.0%	➖ noise
10	duckdb:vortex-file-compressed	-21.0%	-22.8%	+2.3%	+18.0%	➖ noise
11	datafusion:vortex-compact	-25.3%	-26.5%	+1.7%	+18.0%	➖ noise
11	datafusion:vortex-file-compressed	-23.4%	-26.5%	+4.2%	+18.0%	➖ noise
11	duckdb:duckdb	-19.5%	-26.5%	+9.5%	+18.0%	➖ noise
11	duckdb:vortex-compact	-29.9%	-26.5%	-4.6%	+18.0%	➖ noise
11	duckdb:vortex-file-compressed	-26.6%	-26.5%	-0.2%	+18.0%	➖ noise
12	datafusion:vortex-compact	-17.0%	-22.0%	+6.5%	+18.0%	➖ noise
12	datafusion:vortex-file-compressed	-13.5%	-22.0%	+10.9%	+18.0%	➖ noise
12	duckdb:duckdb	-17.0%	-22.0%	+6.4%	+18.0%	➖ noise
12	duckdb:vortex-compact	-22.4%	-22.0%	-0.5%	+18.0%	➖ noise
12	duckdb:vortex-file-compressed	-19.1%	-22.0%	+3.8%	+18.0%	➖ noise
13	datafusion:vortex-compact	-26.6%	-24.7%	-2.5%	+18.0%	➖ noise
13	datafusion:vortex-file-compressed	-17.6%	-24.7%	+9.4%	+18.0%	➖ noise
13	duckdb:duckdb	-27.8%	-24.7%	-4.1%	+18.0%	➖ noise
13	duckdb:vortex-compact	-30.7%	-24.7%	-7.9%	+18.0%	➖ noise
13	duckdb:vortex-file-compressed	-24.4%	-24.7%	+0.4%	+18.0%	➖ noise
14	datafusion:vortex-compact	-30.9%	-27.6%	-4.5%	+18.0%	➖ noise
14	datafusion:vortex-file-compressed	-25.9%	-27.6%	+2.4%	+18.0%	➖ noise
14	duckdb:duckdb	-24.4%	-27.6%	+4.4%	+18.0%	➖ noise
14	duckdb:vortex-compact	-34.5%	-27.6%	-9.5%	+18.0%	➖ noise
14	duckdb:vortex-file-compressed	-27.1%	-27.6%	+0.7%	+18.0%	➖ noise
15	datafusion:vortex-compact	-16.6%	-15.3%	-1.5%	+18.0%	➖ noise
15	datafusion:vortex-file-compressed	-13.5%	-15.3%	+2.1%	+18.0%	➖ noise
15	duckdb:duckdb	-23.5%	-15.3%	-9.7%	+18.0%	➖ noise
15	duckdb:vortex-compact	-22.0%	-15.3%	-7.8%	+18.0%	➖ noise
15	duckdb:vortex-file-compressed	-24.9%	-15.3%	-11.4%	+18.0%	➖ noise
16	datafusion:vortex-compact	-17.9%	-20.2%	+2.8%	+18.0%	➖ noise
16	datafusion:vortex-file-compressed	-8.6%	-20.2%	+14.5%	+18.0%	➖ noise
16	duckdb:duckdb	-21.3%	-20.2%	-1.5%	+18.0%	➖ noise
16	duckdb:vortex-compact	-26.6%	-20.2%	-8.1%	+18.0%	➖ noise
16	duckdb:vortex-file-compressed	-24.2%	-20.2%	-5.1%	+18.0%	➖ noise
17	datafusion:vortex-compact	-16.4%	-12.7%	-4.3%	+18.0%	➖ noise
17	datafusion:vortex-file-compressed	-15.1%	-12.7%	-2.8%	+18.0%	➖ noise
17	duckdb:duckdb	-24.8%	-12.7%	-13.9%	+18.0%	➖ noise
17	duckdb:vortex-compact	-25.8%	-12.7%	-15.0%	+18.0%	➖ noise
17	duckdb:vortex-file-compressed	-24.2%	-12.7%	-13.2%	+18.0%	➖ noise
18	datafusion:vortex-compact	-15.2%	-15.5%	+0.4%	+18.0%	➖ noise
18	datafusion:vortex-file-compressed	-4.3%	-15.5%	+13.2%	+18.0%	➖ noise
18	duckdb:duckdb	-20.4%	-15.5%	-5.8%	+18.0%	➖ noise
18	duckdb:vortex-compact	-24.2%	-15.5%	-10.3%	+18.0%	➖ noise
18	duckdb:vortex-file-compressed	-25.5%	-15.5%	-11.8%	+18.0%	➖ noise
19	datafusion:vortex-compact	-22.2%	-24.9%	+3.6%	+18.0%	➖ noise
19	datafusion:vortex-file-compressed	-13.6%	-24.9%	+14.9%	+18.0%	➖ noise
19	duckdb:duckdb	-25.6%	-24.9%	-1.0%	+18.0%	➖ noise
19	duckdb:vortex-compact	-21.8%	-24.9%	+4.1%	+18.0%	➖ noise
19	duckdb:vortex-file-compressed	-24.3%	-24.9%	+0.7%	+18.0%	➖ noise
20	datafusion:vortex-compact	-19.3%	-19.2%	-0.1%	+18.0%	➖ noise
20	datafusion:vortex-file-compressed	-12.1%	-19.2%	+8.7%	+18.0%	➖ noise
20	duckdb:duckdb	-26.2%	-19.2%	-8.7%	+18.0%	➖ noise
20	duckdb:vortex-compact	-20.1%	-19.2%	-1.1%	+18.0%	➖ noise
20	duckdb:vortex-file-compressed	-12.3%	-19.2%	+8.5%	+18.0%	➖ noise
21	datafusion:vortex-compact	-16.5%	-20.1%	+4.4%	+18.0%	➖ noise
21	datafusion:vortex-file-compressed	-8.6%	-20.1%	+14.3%	+18.0%	➖ noise
21	duckdb:duckdb	-16.6%	-20.1%	+4.4%	+18.0%	➖ noise
21	duckdb:vortex-compact	-29.8%	-20.1%	-12.2%	+18.0%	➖ noise
21	duckdb:vortex-file-compressed	-35.0%	-20.1%	-18.6%	+18.0%	✅ faster
22	datafusion:vortex-compact	-29.5%	-31.0%	+2.1%	+18.0%	➖ noise
22	datafusion:vortex-file-compressed	-26.2%	-31.0%	+6.9%	+18.0%	➖ noise
22	duckdb:duckdb	-26.0%	-31.0%	+7.2%	+18.0%	➖ noise
22	duckdb:vortex-compact	-28.3%	-31.0%	+3.9%	+18.0%	➖ noise
22	duckdb:vortex-file-compressed	-31.9%	-31.0%	-1.3%	+18.0%	➖ noise
23	datafusion:vortex-compact	-28.5%	-30.3%	+2.6%	+18.0%	➖ noise
23	datafusion:vortex-file-compressed	-25.1%	-30.3%	+7.4%	+18.0%	➖ noise
23	duckdb:duckdb	-32.7%	-30.3%	-3.5%	+18.0%	➖ noise
23	duckdb:vortex-compact	-34.6%	-30.3%	-6.1%	+18.0%	➖ noise
23	duckdb:vortex-file-compressed	-29.7%	-30.3%	+0.9%	+18.0%	➖ noise
24	datafusion:vortex-compact	-18.5%	-14.8%	-4.4%	+18.0%	➖ noise
24	datafusion:vortex-file-compressed	-15.0%	-14.8%	-0.2%	+18.0%	➖ noise
24	duckdb:duckdb	-26.5%	-14.8%	-13.7%	+18.0%	➖ noise
24	duckdb:vortex-compact	-22.0%	-14.8%	-8.4%	+18.0%	➖ noise
24	duckdb:vortex-file-compressed	-21.7%	-14.8%	-8.1%	+18.0%	➖ noise
25	datafusion:vortex-compact	-16.0%	-16.3%	+0.3%	+18.0%	➖ noise
25	datafusion:vortex-file-compressed	-11.0%	-16.3%	+6.3%	+18.0%	➖ noise
25	duckdb:duckdb	-23.1%	-16.3%	-8.1%	+18.0%	➖ noise
25	duckdb:vortex-compact	-23.8%	-16.3%	-9.0%	+18.0%	➖ noise
25	duckdb:vortex-file-compressed	-21.9%	-16.3%	-6.6%	+18.0%	➖ noise
26	datafusion:vortex-compact	-19.9%	-15.5%	-5.2%	+18.0%	➖ noise
26	datafusion:vortex-file-compressed	-3.8%	-15.5%	+13.9%	+18.0%	➖ noise
26	duckdb:duckdb	-18.3%	-15.5%	-3.3%	+18.0%	➖ noise
26	duckdb:vortex-compact	-19.6%	-15.5%	-4.9%	+18.0%	➖ noise
26	duckdb:vortex-file-compressed	-23.6%	-15.5%	-9.7%	+18.0%	➖ noise
27	datafusion:vortex-compact	-30.6%	-25.0%	-7.4%	+18.0%	➖ noise
27	datafusion:vortex-file-compressed	-18.1%	-25.0%	+9.3%	+18.0%	➖ noise
27	duckdb:duckdb	-20.5%	-25.0%	+6.1%	+18.0%	➖ noise
27	duckdb:vortex-compact	-26.2%	-25.0%	-1.5%	+18.0%	➖ noise
27	duckdb:vortex-file-compressed	-24.8%	-25.0%	+0.3%	+18.0%	➖ noise
28	datafusion:vortex-compact	-37.9%	-32.6%	-7.9%	+18.0%	➖ noise
28	datafusion:vortex-file-compressed	-26.1%	-32.6%	+9.7%	+18.0%	➖ noise
28	duckdb:duckdb	-32.5%	-32.6%	+0.2%	+18.0%	➖ noise
28	duckdb:vortex-compact	-43.0%	-32.6%	-15.4%	+18.0%	✅ faster
28	duckdb:vortex-file-compressed	-34.1%	-32.6%	-2.3%	+18.0%	➖ noise
29	datafusion:vortex-compact	-15.0%	-18.7%	+4.5%	+18.0%	➖ noise
29	datafusion:vortex-file-compressed	-9.9%	-18.7%	+10.9%	+18.0%	➖ noise
29	duckdb:duckdb	-28.1%	-18.7%	-11.5%	+18.0%	➖ noise
29	duckdb:vortex-compact	-28.0%	-18.7%	-11.4%	+18.0%	➖ noise
29	duckdb:vortex-file-compressed	-26.3%	-18.7%	-9.4%	+18.0%	➖ noise
30	datafusion:vortex-compact	-18.9%	-20.5%	+2.1%	+18.0%	➖ noise
30	datafusion:vortex-file-compressed	-17.4%	-20.5%	+3.9%	+18.0%	➖ noise
30	duckdb:duckdb	-24.2%	-20.5%	-4.6%	+18.0%	➖ noise
30	duckdb:vortex-compact	-19.1%	-20.5%	+1.8%	+18.0%	➖ noise
30	duckdb:vortex-file-compressed	-16.1%	-20.5%	+5.5%	+18.0%	➖ noise
31	datafusion:vortex-compact	-21.3%	-25.8%	+6.0%	+18.0%	➖ noise
31	datafusion:vortex-file-compressed	-15.9%	-25.8%	+13.3%	+18.0%	➖ noise
31	duckdb:duckdb	-24.1%	-25.8%	+2.3%	+18.0%	➖ noise
31	duckdb:vortex-compact	-27.0%	-25.8%	-1.6%	+18.0%	➖ noise
31	duckdb:vortex-file-compressed	-30.4%	-25.8%	-6.3%	+18.0%	➖ noise
32	datafusion:vortex-compact	-25.9%	-26.0%	+0.2%	+18.0%	➖ noise
32	datafusion:vortex-file-compressed	-25.2%	-26.0%	+1.1%	+18.0%	➖ noise
32	duckdb:duckdb	-31.0%	-26.0%	-6.7%	+18.0%	➖ noise
32	duckdb:vortex-compact	-28.9%	-26.0%	-3.9%	+18.0%	➖ noise
32	duckdb:vortex-file-compressed	-25.9%	-26.0%	+0.2%	+18.0%	➖ noise
33	datafusion:vortex-compact	-26.1%	-26.0%	-0.1%	+18.0%	➖ noise
33	datafusion:vortex-file-compressed	-21.6%	-26.0%	+6.0%	+18.0%	➖ noise
33	duckdb:duckdb	-24.2%	-26.0%	+2.4%	+18.0%	➖ noise
33	duckdb:vortex-compact	-35.7%	-26.0%	-13.2%	+18.0%	➖ noise
33	duckdb:vortex-file-compressed	-22.9%	-26.0%	+4.2%	+18.0%	➖ noise
34	datafusion:vortex-compact	-23.2%	-29.4%	+8.7%	+18.0%	➖ noise
34	datafusion:vortex-file-compressed	-12.1%	-29.4%	+24.4%	+18.0%	🚨 regression
34	duckdb:duckdb	-30.8%	-29.4%	-2.1%	+18.0%	➖ noise
34	duckdb:vortex-compact	-26.4%	-29.4%	+4.2%	+18.0%	➖ noise
34	duckdb:vortex-file-compressed	-22.3%	-29.4%	+10.0%	+18.0%	➖ noise
35	datafusion:vortex-compact	-23.6%	-21.5%	-2.7%	+18.0%	➖ noise
35	datafusion:vortex-file-compressed	-19.4%	-21.5%	+2.7%	+18.0%	➖ noise
35	duckdb:duckdb	-19.9%	-21.5%	+2.0%	+18.0%	➖ noise
35	duckdb:vortex-compact	-22.5%	-21.5%	-1.3%	+18.0%	➖ noise
35	duckdb:vortex-file-compressed	-15.5%	-21.5%	+7.6%	+18.0%	➖ noise
36	datafusion:vortex-compact	-24.4%	-27.9%	+4.8%	+18.0%	➖ noise
36	datafusion:vortex-file-compressed	-25.3%	-27.9%	+3.6%	+18.0%	➖ noise
36	duckdb:duckdb	-22.4%	-27.9%	+7.5%	+18.0%	➖ noise
36	duckdb:vortex-compact	-31.7%	-27.9%	-5.4%	+18.0%	➖ noise
36	duckdb:vortex-file-compressed	-22.9%	-27.9%	+6.9%	+18.0%	➖ noise
37	datafusion:vortex-compact	-27.9%	-19.6%	-10.3%	+18.0%	➖ noise
37	datafusion:vortex-file-compressed	-12.7%	-19.6%	+8.6%	+18.4%	➖ noise
37	duckdb:duckdb	-27.5%	-19.6%	-9.8%	+21.0%	➖ noise
37	duckdb:vortex-compact	-26.5%	-19.6%	-8.5%	+22.3%	➖ noise
37	duckdb:vortex-file-compressed	-25.8%	-19.6%	-7.7%	+18.0%	➖ noise
38	datafusion:vortex-compact	-12.8%	-25.8%	+17.5%	+18.0%	➖ noise
38	datafusion:vortex-file-compressed	-7.0%	-25.8%	+25.3%	+18.0%	🚨 regression
38	duckdb:duckdb	-26.8%	-25.8%	-1.3%	+18.0%	➖ noise
38	duckdb:vortex-compact	-25.5%	-25.8%	+0.4%	+18.0%	➖ noise
38	duckdb:vortex-file-compressed	-12.9%	-25.8%	+17.4%	+18.0%	➖ noise
39	datafusion:vortex-compact	-28.0%	-24.6%	-4.5%	+18.0%	➖ noise
39	datafusion:vortex-file-compressed	-17.9%	-24.6%	+8.9%	+18.0%	➖ noise
39	duckdb:duckdb	-18.3%	-24.6%	+8.3%	+18.1%	➖ noise
39	duckdb:vortex-compact	-25.7%	-24.6%	-1.4%	+18.0%	➖ noise
39	duckdb:vortex-file-compressed	-36.3%	-24.6%	-15.5%	+18.0%	✅ faster
40	datafusion:vortex-compact	-20.5%	-20.9%	+0.5%	+18.0%	➖ noise
40	datafusion:vortex-file-compressed	-10.8%	-20.9%	+12.7%	+18.0%	➖ noise
40	duckdb:duckdb	-21.4%	-20.9%	-0.7%	+18.0%	➖ noise
40	duckdb:vortex-compact	-25.7%	-20.9%	-6.1%	+18.0%	➖ noise
40	duckdb:vortex-file-compressed	-19.3%	-20.9%	+2.0%	+18.0%	➖ noise
41	datafusion:vortex-compact	-19.6%	-19.9%	+0.3%	+18.0%	➖ noise
41	datafusion:vortex-file-compressed	-13.3%	-19.9%	+8.2%	+18.0%	➖ noise
41	duckdb:duckdb	-21.9%	-19.9%	-2.6%	+18.0%	➖ noise
41	duckdb:vortex-compact	-24.1%	-19.9%	-5.2%	+18.0%	➖ noise
41	duckdb:vortex-file-compressed	-17.1%	-19.9%	+3.4%	+18.0%	➖ noise
42	datafusion:vortex-compact	-20.9%	-30.4%	+13.5%	+18.0%	➖ noise
42	datafusion:vortex-file-compressed	-12.6%	-30.4%	+25.5%	+18.0%	🚨 regression
42	duckdb:duckdb	-29.1%	-30.4%	+1.8%	+18.0%	➖ noise
42	duckdb:vortex-compact	-17.0%	-30.4%	+19.2%	+18.2%	🚨 regression
42	duckdb:vortex-file-compressed	-29.5%	-30.4%	+1.3%	+20.1%	➖ noise
43	datafusion:vortex-compact	-20.5%	-32.0%	+16.9%	+18.0%	➖ noise
43	datafusion:vortex-file-compressed	-15.4%	-32.0%	+24.4%	+18.0%	🚨 regression
43	duckdb:duckdb	-33.8%	-32.0%	-2.6%	+18.0%	➖ noise
43	duckdb:vortex-compact	-33.1%	-32.0%	-1.6%	+18.0%	➖ noise
43	duckdb:vortex-file-compressed	-29.3%	-32.0%	+3.9%	+18.0%	➖ noise
44	datafusion:vortex-compact	-26.8%	-29.4%	+3.7%	+18.0%	➖ noise
44	datafusion:vortex-file-compressed	-22.7%	-29.4%	+9.4%	+18.0%	➖ noise
44	duckdb:duckdb	-27.1%	-29.4%	+3.2%	+18.0%	➖ noise
44	duckdb:vortex-compact	-28.7%	-29.4%	+1.0%	+18.0%	➖ noise
44	duckdb:vortex-file-compressed	-19.2%	-29.4%	+14.4%	+18.0%	➖ noise
45	datafusion:vortex-compact	-16.2%	-15.3%	-1.0%	+18.0%	➖ noise
45	datafusion:vortex-file-compressed	-11.4%	-15.3%	+4.7%	+18.0%	➖ noise
45	duckdb:duckdb	-28.4%	-15.3%	-15.5%	+18.0%	✅ faster
45	duckdb:vortex-compact	-25.0%	-15.3%	-11.4%	+18.0%	➖ noise
45	duckdb:vortex-file-compressed	-20.0%	-15.3%	-5.5%	+19.8%	➖ noise
46	datafusion:vortex-compact	-21.7%	-24.8%	+4.2%	+18.0%	➖ noise
46	datafusion:vortex-file-compressed	-8.6%	-24.8%	+21.6%	+18.0%	🚨 regression
46	duckdb:duckdb	-22.8%	-24.8%	+2.7%	+18.0%	➖ noise
46	duckdb:vortex-compact	-23.2%	-24.8%	+2.1%	+18.0%	➖ noise
46	duckdb:vortex-file-compressed	-18.2%	-24.8%	+8.8%	+18.0%	➖ noise
47	datafusion:vortex-compact	-23.1%	-29.6%	+9.4%	+18.0%	➖ noise
47	datafusion:vortex-file-compressed	-16.3%	-29.6%	+19.0%	+18.0%	🚨 regression
47	duckdb:duckdb	-23.1%	-29.6%	+9.3%	+18.0%	➖ noise
47	duckdb:vortex-compact	-24.5%	-29.6%	+7.3%	+18.0%	➖ noise
47	duckdb:vortex-file-compressed	-24.2%	-29.6%	+7.8%	+18.0%	➖ noise
48	datafusion:vortex-compact	-26.5%	-24.7%	-2.5%	+18.0%	➖ noise
48	datafusion:vortex-file-compressed	-16.0%	-24.7%	+11.6%	+18.0%	➖ noise
48	duckdb:duckdb	-27.3%	-24.7%	-3.5%	+18.0%	➖ noise
48	duckdb:vortex-compact	-27.8%	-24.7%	-4.1%	+18.0%	➖ noise
48	duckdb:vortex-file-compressed	-21.0%	-24.7%	+4.9%	+18.0%	➖ noise
49	datafusion:vortex-compact	-24.5%	-25.1%	+0.9%	+18.0%	➖ noise
49	datafusion:vortex-file-compressed	-25.1%	-25.1%	+0.0%	+18.0%	➖ noise
49	duckdb:duckdb	-23.0%	-25.1%	+2.9%	+19.2%	➖ noise
49	duckdb:vortex-compact	-30.4%	-25.1%	-7.0%	+18.0%	➖ noise
49	duckdb:vortex-file-compressed	-25.5%	-25.1%	-0.6%	+18.0%	➖ noise
50	datafusion:vortex-compact	-14.7%	-19.4%	+5.7%	+18.0%	➖ noise
50	datafusion:vortex-file-compressed	-14.1%	-19.4%	+6.5%	+18.0%	➖ noise
50	duckdb:duckdb	-22.3%	-19.4%	-3.6%	+18.0%	➖ noise
50	duckdb:vortex-compact	-27.1%	-19.4%	-9.6%	+18.0%	➖ noise
50	duckdb:vortex-file-compressed	-25.7%	-19.4%	-7.9%	+18.0%	➖ noise
51	datafusion:vortex-compact	-27.8%	-23.8%	-5.2%	+18.0%	➖ noise
51	datafusion:vortex-file-compressed	-22.4%	-23.8%	+1.9%	+18.0%	➖ noise
51	duckdb:duckdb	-17.8%	-23.8%	+7.9%	+18.0%	➖ noise
51	duckdb:vortex-compact	-22.0%	-23.8%	+2.4%	+18.0%	➖ noise
51	duckdb:vortex-file-compressed	-14.6%	-23.8%	+12.1%	+18.0%	➖ noise
52	datafusion:vortex-compact	-10.2%	-27.0%	+23.1%	+18.0%	🚨 regression
52	datafusion:vortex-file-compressed	-11.2%	-27.0%	+21.7%	+18.0%	🚨 regression
52	duckdb:duckdb	-29.7%	-27.0%	-3.6%	+20.2%	➖ noise
52	duckdb:vortex-compact	-22.9%	-27.0%	+5.6%	+18.0%	➖ noise
52	duckdb:vortex-file-compressed	-15.8%	-27.0%	+15.3%	+25.5%	➖ noise
53	datafusion:vortex-compact	-22.6%	-24.8%	+3.0%	+18.0%	➖ noise
53	datafusion:vortex-file-compressed	-21.5%	-24.8%	+4.5%	+18.0%	➖ noise
53	duckdb:duckdb	-17.0%	-24.8%	+10.4%	+18.0%	➖ noise
53	duckdb:vortex-compact	-23.0%	-24.8%	+2.4%	+18.0%	➖ noise
53	duckdb:vortex-file-compressed	-22.8%	-24.8%	+2.8%	+18.0%	➖ noise
54	datafusion:vortex-compact	-26.1%	-25.9%	-0.3%	+18.0%	➖ noise
54	datafusion:vortex-file-compressed	-21.8%	-25.9%	+5.5%	+18.0%	➖ noise
54	duckdb:duckdb	-29.3%	-25.9%	-4.6%	+18.0%	➖ noise
54	duckdb:vortex-compact	-31.0%	-25.9%	-6.8%	+18.0%	➖ noise
54	duckdb:vortex-file-compressed	-20.7%	-25.9%	+7.0%	+18.0%	➖ noise
55	datafusion:vortex-compact	-15.5%	-26.7%	+15.3%	+18.0%	➖ noise
55	datafusion:vortex-file-compressed	-12.0%	-26.7%	+19.9%	+18.0%	🚨 regression
55	duckdb:duckdb	-23.8%	-26.7%	+3.8%	+20.8%	➖ noise
55	duckdb:vortex-compact	-22.9%	-26.7%	+5.1%	+18.0%	➖ noise
55	duckdb:vortex-file-compressed	-28.9%	-26.7%	-3.1%	+18.0%	➖ noise
56	datafusion:vortex-compact	-22.3%	-31.0%	+12.5%	+18.0%	➖ noise
56	datafusion:vortex-file-compressed	-14.2%	-31.0%	+24.3%	+18.0%	🚨 regression
56	duckdb:duckdb	-25.5%	-31.0%	+8.0%	+18.0%	➖ noise
56	duckdb:vortex-compact	-32.9%	-31.0%	-2.8%	+18.0%	➖ noise
56	duckdb:vortex-file-compressed	-27.2%	-31.0%	+5.5%	+18.0%	➖ noise
57	datafusion:vortex-compact	-16.4%	-22.5%	+7.9%	+18.0%	➖ noise
57	datafusion:vortex-file-compressed	-15.6%	-22.5%	+8.9%	+18.0%	➖ noise
57	duckdb:duckdb	-19.7%	-22.5%	+3.6%	+18.0%	➖ noise
57	duckdb:vortex-compact	-19.9%	-22.5%	+3.3%	+18.0%	➖ noise
57	duckdb:vortex-file-compressed	-14.2%	-22.5%	+10.7%	+18.0%	➖ noise
58	datafusion:vortex-compact	-24.1%	-25.6%	+2.0%	+18.0%	➖ noise
58	datafusion:vortex-file-compressed	-19.5%	-25.6%	+8.2%	+18.0%	➖ noise
58	duckdb:duckdb	-21.9%	-25.6%	+5.0%	+18.0%	➖ noise
58	duckdb:vortex-compact	-34.2%	-25.6%	-11.5%	+18.0%	➖ noise
58	duckdb:vortex-file-compressed	-32.2%	-25.6%	-8.9%	+18.0%	➖ noise
59	datafusion:vortex-compact	-20.9%	-33.4%	+18.7%	+18.0%	🚨 regression
59	datafusion:vortex-file-compressed	-20.6%	-33.4%	+19.2%	+18.0%	🚨 regression
59	duckdb:duckdb	-30.1%	-33.4%	+4.9%	+18.0%	➖ noise
59	duckdb:vortex-compact	-18.5%	-33.4%	+22.3%	+18.0%	🚨 regression
59	duckdb:vortex-file-compressed	-20.4%	-33.4%	+19.5%	+18.0%	🚨 regression
60	datafusion:vortex-compact	-27.2%	-27.0%	-0.2%	+18.0%	➖ noise
60	datafusion:vortex-file-compressed	-16.0%	-27.0%	+15.1%	+18.0%	➖ noise
60	duckdb:duckdb	-18.3%	-27.0%	+12.0%	+18.0%	➖ noise
60	duckdb:vortex-compact	-35.1%	-27.0%	-11.1%	+18.0%	➖ noise
60	duckdb:vortex-file-compressed	-28.4%	-27.0%	-1.9%	+18.0%	➖ noise
61	datafusion:vortex-compact	-27.5%	-25.7%	-2.5%	+18.0%	➖ noise
61	datafusion:vortex-file-compressed	-22.7%	-25.7%	+4.1%	+18.0%	➖ noise
61	duckdb:duckdb	-30.8%	-25.7%	-6.8%	+18.0%	➖ noise
61	duckdb:vortex-compact	-33.2%	-25.7%	-10.1%	+18.0%	➖ noise
61	duckdb:vortex-file-compressed	-31.4%	-25.7%	-7.7%	+18.0%	➖ noise
62	datafusion:vortex-compact	-22.3%	-34.0%	+17.7%	+18.0%	➖ noise
62	datafusion:vortex-file-compressed	-4.7%	-34.0%	+44.4%	+18.0%	🚨 regression
62	duckdb:duckdb	-21.1%	-34.0%	+19.5%	+18.0%	🚨 regression
62	duckdb:vortex-compact	-15.5%	-34.0%	+28.1%	+18.0%	🚨 regression
62	duckdb:vortex-file-compressed	-21.0%	-34.0%	+19.8%	+18.0%	🚨 regression
63	datafusion:vortex-compact	-22.8%	-29.6%	+9.6%	+18.0%	➖ noise
63	datafusion:vortex-file-compressed	-4.3%	-29.6%	+35.9%	+18.0%	🚨 regression
63	duckdb:duckdb	-26.2%	-29.6%	+4.8%	+18.0%	➖ noise
63	duckdb:vortex-compact	-21.2%	-29.6%	+11.9%	+18.0%	➖ noise
63	duckdb:vortex-file-compressed	-22.7%	-29.6%	+9.8%	+18.0%	➖ noise
64	datafusion:vortex-compact	-14.9%	-19.6%	+5.9%	+18.0%	➖ noise
64	datafusion:vortex-file-compressed	-2.4%	-19.6%	+21.5%	+18.0%	🚨 regression
64	duckdb:duckdb	-20.4%	-19.6%	-0.9%	+18.0%	➖ noise
64	duckdb:vortex-compact	-20.4%	-19.6%	-0.9%	+18.0%	➖ noise
64	duckdb:vortex-file-compressed	-18.1%	-19.6%	+1.9%	+18.0%	➖ noise
65	datafusion:vortex-compact	-24.8%	-25.2%	+0.5%	+18.0%	➖ noise
65	datafusion:vortex-file-compressed	-22.4%	-25.2%	+3.7%	+18.0%	➖ noise
65	duckdb:duckdb	-27.3%	-25.2%	-2.8%	+21.8%	➖ noise
65	duckdb:vortex-compact	-25.2%	-25.2%	-0.0%	+18.0%	➖ noise
65	duckdb:vortex-file-compressed	-26.6%	-25.2%	-1.9%	+18.0%	➖ noise
66	datafusion:vortex-compact	-33.7%	-26.9%	-9.2%	+18.0%	➖ noise
66	datafusion:vortex-file-compressed	-27.8%	-26.9%	-1.2%	+18.0%	➖ noise
66	duckdb:duckdb	-29.6%	-26.9%	-3.6%	+18.0%	➖ noise
66	duckdb:vortex-compact	-33.8%	-26.9%	-9.5%	+18.0%	➖ noise
66	duckdb:vortex-file-compressed	-24.4%	-26.9%	+3.5%	+18.0%	➖ noise
67	datafusion:vortex-compact	-23.4%	-26.6%	+4.3%	+18.0%	➖ noise
67	datafusion:vortex-file-compressed	-20.1%	-26.6%	+8.8%	+18.0%	➖ noise
67	duckdb:duckdb	-24.5%	-26.6%	+2.8%	+18.0%	➖ noise
67	duckdb:vortex-compact	-25.3%	-26.6%	+1.7%	+18.0%	➖ noise
67	duckdb:vortex-file-compressed	-22.9%	-26.6%	+5.0%	+18.0%	➖ noise
68	datafusion:vortex-compact	-20.2%	-28.8%	+12.0%	+18.0%	➖ noise
68	datafusion:vortex-file-compressed	-11.7%	-28.8%	+24.0%	+18.0%	🚨 regression
68	duckdb:duckdb	-27.0%	-28.8%	+2.5%	+18.0%	➖ noise
68	duckdb:vortex-compact	-26.4%	-28.8%	+3.3%	+18.0%	➖ noise
68	duckdb:vortex-file-compressed	-20.2%	-28.8%	+12.1%	+18.0%	➖ noise
69	datafusion:vortex-compact	-24.9%	-22.7%	-2.8%	+18.0%	➖ noise
69	datafusion:vortex-file-compressed	-27.4%	-22.7%	-6.0%	+18.0%	➖ noise
69	duckdb:duckdb	-25.6%	-22.7%	-3.7%	+18.0%	➖ noise
69	duckdb:vortex-compact	-22.6%	-22.7%	+0.2%	+18.0%	➖ noise
69	duckdb:vortex-file-compressed	-23.2%	-22.7%	-0.6%	+18.0%	➖ noise
70	datafusion:vortex-compact	-18.4%	-21.1%	+3.4%	+18.0%	➖ noise
70	datafusion:vortex-file-compressed	-15.2%	-21.1%	+7.5%	+18.0%	➖ noise
70	duckdb:duckdb	-28.5%	-21.1%	-9.4%	+18.0%	➖ noise
70	duckdb:vortex-compact	-29.3%	-21.1%	-10.3%	+18.0%	➖ noise
70	duckdb:vortex-file-compressed	-27.7%	-21.1%	-8.4%	+18.0%	➖ noise
71	datafusion:vortex-compact	-24.1%	-26.9%	+3.8%	+18.0%	➖ noise
71	datafusion:vortex-file-compressed	-18.0%	-26.9%	+12.3%	+18.0%	➖ noise
71	duckdb:duckdb	-20.5%	-26.9%	+8.8%	+18.0%	➖ noise
71	duckdb:vortex-compact	-31.0%	-26.9%	-5.5%	+18.0%	➖ noise
71	duckdb:vortex-file-compressed	-27.2%	-26.9%	-0.4%	+18.0%	➖ noise
72	datafusion:vortex-compact	-34.7%	-29.4%	-7.4%	+18.0%	➖ noise
72	datafusion:vortex-file-compressed	-32.2%	-29.4%	-3.9%	+18.0%	➖ noise
72	duckdb:duckdb	-25.6%	-29.4%	+5.4%	+18.0%	➖ noise
72	duckdb:vortex-compact	-29.4%	-29.4%	+0.1%	+18.0%	➖ noise
72	duckdb:vortex-file-compressed	-28.7%	-29.4%	+1.0%	+18.0%	➖ noise
73	datafusion:vortex-compact	-24.3%	-30.0%	+8.2%	+18.0%	➖ noise
73	datafusion:vortex-file-compressed	-10.3%	-30.0%	+28.1%	+21.4%	🚨 regression
73	duckdb:duckdb	-27.9%	-30.0%	+3.0%	+18.0%	➖ noise
73	duckdb:vortex-compact	-23.0%	-30.0%	+10.0%	+18.0%	➖ noise
73	duckdb:vortex-file-compressed	-21.9%	-30.0%	+11.6%	+18.0%	➖ noise
74	datafusion:vortex-compact	-26.2%	-28.8%	+3.7%	+18.0%	➖ noise
74	datafusion:vortex-file-compressed	-22.2%	-28.8%	+9.3%	+18.0%	➖ noise
74	duckdb:duckdb	-22.2%	-28.8%	+9.3%	+18.0%	➖ noise
74	duckdb:vortex-compact	-25.6%	-28.8%	+4.5%	+18.0%	➖ noise
74	duckdb:vortex-file-compressed	-22.9%	-28.8%	+8.3%	+18.0%	➖ noise
75	datafusion:vortex-compact	-23.8%	-24.9%	+1.5%	+18.0%	➖ noise
75	datafusion:vortex-file-compressed	-27.7%	-24.9%	-3.7%	+18.0%	➖ noise
75	duckdb:duckdb	-25.0%	-24.9%	-0.1%	+18.0%	➖ noise
75	duckdb:vortex-compact	-24.1%	-24.9%	+1.1%	+18.0%	➖ noise
75	duckdb:vortex-file-compressed	-24.1%	-24.9%	+1.2%	+18.0%	➖ noise
76	datafusion:vortex-compact	-23.1%	-24.4%	+1.7%	+18.0%	➖ noise
76	datafusion:vortex-file-compressed	-16.1%	-24.4%	+11.0%	+18.0%	➖ noise
76	duckdb:duckdb	-33.3%	-24.4%	-11.7%	+19.3%	➖ noise
76	duckdb:vortex-compact	-32.1%	-24.4%	-10.1%	+18.0%	➖ noise
76	duckdb:vortex-file-compressed	-18.6%	-24.4%	+7.7%	+23.8%	➖ noise
77	datafusion:vortex-compact	-28.6%	-33.5%	+7.5%	+18.0%	➖ noise
77	datafusion:vortex-file-compressed	-27.0%	-33.5%	+9.9%	+18.0%	➖ noise
77	duckdb:duckdb	-31.7%	-33.5%	+2.8%	+18.0%	➖ noise
77	duckdb:vortex-compact	-36.3%	-33.5%	-4.2%	+18.0%	➖ noise
77	duckdb:vortex-file-compressed	-33.2%	-33.5%	+0.4%	+18.0%	➖ noise
78	datafusion:vortex-compact	-26.8%	-24.6%	-2.8%	+18.0%	➖ noise
78	datafusion:vortex-file-compressed	-29.8%	-24.6%	-6.9%	+18.0%	➖ noise
78	duckdb:duckdb	-21.4%	-24.6%	+4.2%	+18.0%	➖ noise
78	duckdb:vortex-compact	-23.8%	-24.6%	+1.1%	+18.0%	➖ noise
78	duckdb:vortex-file-compressed	-27.5%	-24.6%	-3.8%	+18.0%	➖ noise
79	datafusion:vortex-compact	-23.8%	-29.8%	+8.7%	+18.0%	➖ noise
79	datafusion:vortex-file-compressed	-13.4%	-29.8%	+23.4%	+18.0%	🚨 regression
79	duckdb:duckdb	-28.2%	-29.8%	+2.3%	+18.0%	➖ noise
79	duckdb:vortex-compact	-26.7%	-29.8%	+4.5%	+18.0%	➖ noise
79	duckdb:vortex-file-compressed	-18.7%	-29.8%	+15.9%	+18.0%	➖ noise
80	datafusion:vortex-compact	-25.9%	-29.2%	+4.6%	+18.0%	➖ noise
80	datafusion:vortex-file-compressed	-23.7%	-29.2%	+7.7%	+18.0%	➖ noise
80	duckdb:duckdb	-26.9%	-29.2%	+3.2%	+18.0%	➖ noise
80	duckdb:vortex-compact	-29.1%	-29.2%	+0.1%	+18.0%	➖ noise
80	duckdb:vortex-file-compressed	-30.5%	-29.2%	-1.9%	+18.0%	➖ noise
81	datafusion:vortex-compact	-16.7%	-20.2%	+4.4%	+18.0%	➖ noise
81	datafusion:vortex-file-compressed	-15.8%	-20.2%	+5.5%	+18.0%	➖ noise
81	duckdb:duckdb	-26.2%	-20.2%	-7.5%	+18.0%	➖ noise
81	duckdb:vortex-compact	-20.9%	-20.2%	-0.9%	+18.0%	➖ noise
81	duckdb:vortex-file-compressed	-13.6%	-20.2%	+8.2%	+18.0%	➖ noise
82	datafusion:vortex-compact	-24.3%	-23.4%	-1.2%	+18.0%	➖ noise
82	datafusion:vortex-file-compressed	-18.0%	-23.4%	+7.1%	+18.0%	➖ noise
82	duckdb:duckdb	-24.8%	-23.4%	-1.8%	+18.0%	➖ noise
82	duckdb:vortex-compact	-21.4%	-23.4%	+2.7%	+18.0%	➖ noise
82	duckdb:vortex-file-compressed	-26.5%	-23.4%	-4.0%	+26.2%	➖ noise
83	datafusion:vortex-compact	-11.5%	-22.8%	+14.6%	+18.0%	➖ noise
83	datafusion:vortex-file-compressed	-14.1%	-22.8%	+11.3%	+18.0%	➖ noise
83	duckdb:duckdb	-22.7%	-22.8%	+0.1%	+18.0%	➖ noise
83	duckdb:vortex-compact	-25.1%	-22.8%	-3.0%	+18.0%	➖ noise
83	duckdb:vortex-file-compressed	-20.1%	-22.8%	+3.5%	+18.0%	➖ noise
84	datafusion:vortex-compact	-16.4%	-20.3%	+4.8%	+28.6%	➖ noise
84	datafusion:vortex-file-compressed	-11.2%	-20.3%	+11.4%	+18.0%	➖ noise
84	duckdb:duckdb	-24.4%	-20.3%	-5.2%	+18.0%	➖ noise
84	duckdb:vortex-compact	-9.7%	-20.3%	+13.3%	+18.0%	➖ noise
84	duckdb:vortex-file-compressed	-7.5%	-20.3%	+16.0%	+18.0%	➖ noise
85	datafusion:vortex-compact	-7.3%	-16.1%	+10.5%	+18.0%	➖ noise
85	datafusion:vortex-file-compressed	+2.2%	-16.1%	+21.8%	+18.0%	🚨 regression
85	duckdb:duckdb	-22.8%	-16.1%	-8.0%	+18.0%	➖ noise
85	duckdb:vortex-compact	-20.3%	-16.1%	-5.0%	+18.0%	➖ noise
85	duckdb:vortex-file-compressed	-18.1%	-16.1%	-2.3%	+18.0%	➖ noise
86	datafusion:vortex-compact	-18.6%	-21.4%	+3.6%	+18.0%	➖ noise
86	datafusion:vortex-file-compressed	-17.1%	-21.4%	+5.5%	+18.0%	➖ noise
86	duckdb:duckdb	-14.2%	-21.4%	+9.1%	+18.0%	➖ noise
86	duckdb:vortex-compact	-14.1%	-21.4%	+9.3%	+18.0%	➖ noise
86	duckdb:vortex-file-compressed	-19.8%	-21.4%	+2.0%	+18.0%	➖ noise
87	datafusion:vortex-compact	-16.6%	-26.1%	+12.9%	+18.0%	➖ noise
87	datafusion:vortex-file-compressed	-11.0%	-26.1%	+20.5%	+18.0%	🚨 regression
87	duckdb:duckdb	-18.6%	-26.1%	+10.2%	+18.0%	➖ noise
87	duckdb:vortex-compact	-23.3%	-26.1%	+3.9%	+18.0%	➖ noise
87	duckdb:vortex-file-compressed	-20.1%	-26.1%	+8.2%	+18.0%	➖ noise
88	datafusion:vortex-compact	-29.0%	-25.2%	-5.2%	+18.0%	➖ noise
88	datafusion:vortex-file-compressed	-26.2%	-25.2%	-1.3%	+18.0%	➖ noise
88	duckdb:duckdb	-26.3%	-25.2%	-1.5%	+18.0%	➖ noise
88	duckdb:vortex-compact	-27.0%	-25.2%	-2.4%	+18.0%	➖ noise
88	duckdb:vortex-file-compressed	-22.1%	-25.2%	+4.1%	+18.0%	➖ noise
89	datafusion:vortex-compact	-21.0%	-30.3%	+13.3%	+18.0%	➖ noise
89	datafusion:vortex-file-compressed	-20.3%	-30.3%	+14.2%	+18.0%	➖ noise
89	duckdb:duckdb	-26.9%	-30.3%	+4.8%	+18.0%	➖ noise
89	duckdb:vortex-compact	-26.2%	-30.3%	+5.8%	+18.0%	➖ noise
89	duckdb:vortex-file-compressed	-26.2%	-30.3%	+5.8%	+18.0%	➖ noise
90	datafusion:vortex-compact	-22.8%	-29.4%	+9.4%	+18.0%	➖ noise
90	datafusion:vortex-file-compressed	-21.0%	-29.4%	+11.9%	+18.0%	➖ noise
90	duckdb:duckdb	-25.1%	-29.4%	+6.2%	+18.0%	➖ noise
90	duckdb:vortex-compact	-12.5%	-29.4%	+24.0%	+18.0%	🚨 regression
90	duckdb:vortex-file-compressed	-15.8%	-29.4%	+19.3%	+18.0%	🚨 regression
91	datafusion:vortex-compact	-25.5%	-24.3%	-1.6%	+18.0%	➖ noise
91	datafusion:vortex-file-compressed	-23.5%	-24.3%	+1.1%	+18.0%	➖ noise
91	duckdb:duckdb	-29.5%	-24.3%	-6.8%	+18.0%	➖ noise
91	duckdb:vortex-compact	-23.3%	-24.3%	+1.3%	+18.0%	➖ noise
91	duckdb:vortex-file-compressed	-18.7%	-24.3%	+7.4%	+18.0%	➖ noise
92	datafusion:vortex-compact	-24.2%	-26.6%	+3.2%	+18.0%	➖ noise
92	datafusion:vortex-file-compressed	-25.2%	-26.6%	+1.8%	+18.0%	➖ noise
92	duckdb:duckdb	-28.1%	-26.6%	-2.1%	+18.0%	➖ noise
92	duckdb:vortex-compact	-25.2%	-26.6%	+1.9%	+18.0%	➖ noise
92	duckdb:vortex-file-compressed	-20.4%	-26.6%	+8.4%	+18.0%	➖ noise
93	datafusion:vortex-compact	-15.2%	-22.3%	+9.2%	+18.0%	➖ noise
93	datafusion:vortex-file-compressed	-22.4%	-22.3%	-0.1%	+18.0%	➖ noise
93	duckdb:duckdb	-12.2%	-22.3%	+13.0%	+18.0%	➖ noise
93	duckdb:vortex-compact	-19.3%	-22.3%	+3.9%	+18.0%	➖ noise
93	duckdb:vortex-file-compressed	-16.4%	-22.3%	+7.6%	+18.0%	➖ noise
94	datafusion:vortex-compact	-23.9%	-27.2%	+4.5%	+18.0%	➖ noise
94	datafusion:vortex-file-compressed	-20.0%	-27.2%	+9.8%	+18.0%	➖ noise
94	duckdb:duckdb	-24.0%	-27.2%	+4.3%	+18.0%	➖ noise
94	duckdb:vortex-compact	-23.8%	-27.2%	+4.6%	+18.0%	➖ noise
94	duckdb:vortex-file-compressed	-14.3%	-27.2%	+17.7%	+18.0%	➖ noise
95	datafusion:vortex-compact	-24.6%	-18.0%	-8.1%	+18.0%	➖ noise
95	datafusion:vortex-file-compressed	-24.9%	-18.0%	-8.4%	+18.0%	➖ noise
95	duckdb:duckdb	-23.9%	-18.0%	-7.2%	+18.0%	➖ noise
95	duckdb:vortex-compact	-17.1%	-18.0%	+1.1%	+18.0%	➖ noise
95	duckdb:vortex-file-compressed	-24.1%	-18.0%	-7.4%	+18.0%	➖ noise
96	datafusion:vortex-compact	-23.5%	-25.4%	+2.5%	+18.0%	➖ noise
96	datafusion:vortex-file-compressed	-6.1%	-25.4%	+25.8%	+18.0%	🚨 regression
96	duckdb:duckdb	-28.8%	-25.4%	-4.6%	+20.6%	➖ noise
96	duckdb:vortex-compact	-20.6%	-25.4%	+6.4%	+23.8%	➖ noise
96	duckdb:vortex-file-compressed	-6.8%	-25.4%	+24.9%	+18.0%	🚨 regression
97	datafusion:vortex-compact	-31.4%	-24.8%	-8.8%	+18.0%	➖ noise
97	datafusion:vortex-file-compressed	-28.4%	-24.8%	-4.8%	+18.0%	➖ noise
97	duckdb:duckdb	-17.2%	-24.8%	+10.1%	+18.0%	➖ noise
97	duckdb:vortex-compact	-24.8%	-24.8%	+0.0%	+18.0%	➖ noise
97	duckdb:vortex-file-compressed	-23.4%	-24.8%	+1.9%	+18.0%	➖ noise
98	datafusion:vortex-compact	-16.8%	-24.8%	+10.5%	+18.0%	➖ noise
98	datafusion:vortex-file-compressed	-17.9%	-24.8%	+9.0%	+18.0%	➖ noise
98	duckdb:duckdb	-27.9%	-24.8%	-4.2%	+18.0%	➖ noise
98	duckdb:vortex-compact	-21.1%	-24.8%	+4.8%	+18.0%	➖ noise
98	duckdb:vortex-file-compressed	-18.8%	-24.8%	+7.9%	+18.0%	➖ noise
99	datafusion:vortex-compact	-28.3%	-26.3%	-2.7%	+18.0%	➖ noise
99	datafusion:vortex-file-compressed	-15.8%	-26.3%	+14.2%	+18.0%	➖ noise
99	duckdb:duckdb	-25.2%	-26.3%	+1.4%	+18.0%	➖ noise
99	duckdb:vortex-compact	-25.8%	-26.3%	+0.6%	+21.3%	➖ noise
99	duckdb:vortex-file-compressed	-22.9%	-26.3%	+4.5%	+19.1%	➖ noise

github-actions · 2026-03-13T17:19:39Z

Benchmarks: TPC-H SF=1 on S3

Summary

Overall: 1.102x ➖
Vortex: 1.154x ➖
Parquet: 1.006x ➖

Verdict

No clear signal

Attributed Vortex impact: +14.8%
Confidence: environment too noisy
Environment shift: +0.6%

Statistical Summary

Systemic shift (parquet controls): +0.6%
Control sigma: +15.0%
Residual noise: +9.7%
Median polish overall: +6.5%

datafusion / vortex-file-compressed (1.309x ❌, 0↑ 11↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	356546954	212694676	1.68
tpch_q02/datafusion:vortex-file-compressed 🚨	784023236	599797501	1.31
tpch_q03/datafusion:vortex-file-compressed	538902825	497569179	1.08
tpch_q04/datafusion:vortex-file-compressed	411469824	344827599	1.19
tpch_q05/datafusion:vortex-file-compressed	643804182	542232739	1.19
tpch_q06/datafusion:vortex-file-compressed	421163434	431250138	0.98
tpch_q07/datafusion:vortex-file-compressed 🚨	641834206	423181846	1.52
tpch_q08/datafusion:vortex-file-compressed 🚨	878153666	662439049	1.33
tpch_q09/datafusion:vortex-file-compressed	668426736	555328517	1.20
tpch_q10/datafusion:vortex-file-compressed 🚨	1043993013	546961113	1.91
tpch_q11/datafusion:vortex-file-compressed 🚨	469598478	342530763	1.37
tpch_q12/datafusion:vortex-file-compressed	620294814	558669066	1.11
tpch_q13/datafusion:vortex-file-compressed 🚨	370500148	172300262	2.15
tpch_q14/datafusion:vortex-file-compressed	253414770	208809767	1.21
tpch_q15/datafusion:vortex-file-compressed	424436071	340626532	1.25
tpch_q16/datafusion:vortex-file-compressed	217085120	209276426	1.04
tpch_q17/datafusion:vortex-file-compressed 🚨	427819077	315743480	1.35
tpch_q18/datafusion:vortex-file-compressed 🚨	446756062	312273846	1.43
tpch_q19/datafusion:vortex-file-compressed 🚨	632770573	397271280	1.59
tpch_q20/datafusion:vortex-file-compressed 🚨	726190319	438989151	1.65
tpch_q21/datafusion:vortex-file-compressed	550630651	640564582	0.86
tpch_q22/datafusion:vortex-file-compressed	228894813	208268227	1.10

datafusion / vortex-compact (1.208x ➖, 0↑ 7↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	250306012	244989179	1.02
tpch_q02/datafusion:vortex-compact	546851538	490202166	1.12
tpch_q03/datafusion:vortex-compact	358251193	433937712	0.83
tpch_q04/datafusion:vortex-compact	272928044	233248110	1.17
tpch_q05/datafusion:vortex-compact 🚨	583068922	447804029	1.30
tpch_q06/datafusion:vortex-compact 🚨	428071209	323056539	1.33
tpch_q07/datafusion:vortex-compact 🚨	542635324	386266962	1.40
tpch_q08/datafusion:vortex-compact	560815737	603530359	0.93
tpch_q09/datafusion:vortex-compact	542650952	487167742	1.11
tpch_q10/datafusion:vortex-compact	584495247	457298052	1.28
tpch_q11/datafusion:vortex-compact 🚨	381893247	265345995	1.44
tpch_q12/datafusion:vortex-compact 🚨	629687627	470501535	1.34
tpch_q13/datafusion:vortex-compact	222490240	200783135	1.11
tpch_q14/datafusion:vortex-compact	342760783	303954111	1.13
tpch_q15/datafusion:vortex-compact	541308196	459750295	1.18
tpch_q16/datafusion:vortex-compact	229108102	179233179	1.28
tpch_q17/datafusion:vortex-compact 🚨	465207702	339460666	1.37
tpch_q18/datafusion:vortex-compact	463241748	366076761	1.27
tpch_q19/datafusion:vortex-compact 🚨	982778712	434079505	2.26
tpch_q20/datafusion:vortex-compact	700219389	607726037	1.15
tpch_q21/datafusion:vortex-compact	635621077	638726525	1.00
tpch_q22/datafusion:vortex-compact	149524840	135270753	1.11

datafusion / parquet (0.974x ➖, 0↑ 5↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	248415472	236232621	1.05
tpch_q02/datafusion:parquet	536118067	653970335	0.82
tpch_q03/datafusion:parquet	538128502	523563651	1.03
tpch_q04/datafusion:parquet	229907623	219949929	1.05
tpch_q05/datafusion:parquet	694185386	715926969	0.97
tpch_q06/datafusion:parquet 🚨	190807846	130488565	1.46
tpch_q07/datafusion:parquet	751644762	781693058	0.96
tpch_q08/datafusion:parquet 🚨	1284577160	807987058	1.59
tpch_q09/datafusion:parquet 🚨	766196768	585562931	1.31
tpch_q10/datafusion:parquet	821917915	870460859	0.94
tpch_q11/datafusion:parquet	464333743	636682760	0.73
tpch_q12/datafusion:parquet	381142806	398264683	0.96
tpch_q13/datafusion:parquet	417613627	542263248	0.77
tpch_q14/datafusion:parquet	215253799	294892570	0.73
tpch_q15/datafusion:parquet	329182883	469613405	0.70
tpch_q16/datafusion:parquet 🚨	222844789	169805420	1.31
tpch_q17/datafusion:parquet	426022300	494640181	0.86
tpch_q18/datafusion:parquet	568183028	566664615	1.00
tpch_q19/datafusion:parquet	374550331	466325026	0.80
tpch_q20/datafusion:parquet	375880089	524984625	0.72
tpch_q21/datafusion:parquet	655043247	734989001	0.89
tpch_q22/datafusion:parquet 🚨	238150961	168633064	1.41

duckdb / vortex-file-compressed (1.086x ➖, 0↑ 2↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚨	342816422	251307736	1.36
tpch_q02/duckdb:vortex-file-compressed	923998562	912598863	1.01
tpch_q03/duckdb:vortex-file-compressed	613900616	627455250	0.98
tpch_q04/duckdb:vortex-file-compressed	386048451	374775795	1.03
tpch_q05/duckdb:vortex-file-compressed	842502587	960024210	0.88
tpch_q06/duckdb:vortex-file-compressed	406957624	385962021	1.05
tpch_q07/duckdb:vortex-file-compressed	848125801	712977140	1.19
tpch_q08/duckdb:vortex-file-compressed	1073943570	872432432	1.23
tpch_q09/duckdb:vortex-file-compressed	865471953	816436696	1.06
tpch_q10/duckdb:vortex-file-compressed	804305040	756918427	1.06
tpch_q11/duckdb:vortex-file-compressed	531842836	501512456	1.06
tpch_q12/duckdb:vortex-file-compressed	518896609	462584968	1.12
tpch_q13/duckdb:vortex-file-compressed	515594907	458811174	1.12
tpch_q14/duckdb:vortex-file-compressed	471034038	454243491	1.04
tpch_q15/duckdb:vortex-file-compressed	294908341	238198182	1.24
tpch_q16/duckdb:vortex-file-compressed	429114203	331979637	1.29
tpch_q17/duckdb:vortex-file-compressed	618381042	586175840	1.05
tpch_q18/duckdb:vortex-file-compressed	618424906	528142237	1.17
tpch_q19/duckdb:vortex-file-compressed 🚨	586905194	448932894	1.31
tpch_q20/duckdb:vortex-file-compressed	849638529	876401160	0.97
tpch_q21/duckdb:vortex-file-compressed	1070461937	1108609514	0.97
tpch_q22/duckdb:vortex-file-compressed	310721064	357130697	0.87

duckdb / vortex-compact (1.033x ➖, 0↑ 1↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	289654412	292981922	0.99
tpch_q02/duckdb:vortex-compact	862293878	868980281	0.99
tpch_q03/duckdb:vortex-compact	600105379	507770830	1.18
tpch_q04/duckdb:vortex-compact	442262655	341029937	1.30
tpch_q05/duckdb:vortex-compact 🚨	971424143	730374179	1.33
tpch_q06/duckdb:vortex-compact	411619271	369827450	1.11
tpch_q07/duckdb:vortex-compact	768854465	652580141	1.18
tpch_q08/duckdb:vortex-compact	890578697	758820785	1.17
tpch_q09/duckdb:vortex-compact	889041318	855037464	1.04
tpch_q10/duckdb:vortex-compact	656588840	792801921	0.83
tpch_q11/duckdb:vortex-compact	509679629	557239772	0.91
tpch_q12/duckdb:vortex-compact	449480402	442117232	1.02
tpch_q13/duckdb:vortex-compact	440286630	408900902	1.08
tpch_q14/duckdb:vortex-compact	460827003	417222935	1.10
tpch_q15/duckdb:vortex-compact	331178412	354057752	0.94
tpch_q16/duckdb:vortex-compact	318676821	349103649	0.91
tpch_q17/duckdb:vortex-compact	583444038	652942982	0.89
tpch_q18/duckdb:vortex-compact	542248317	562018875	0.96
tpch_q19/duckdb:vortex-compact	468643803	547515651	0.86
tpch_q20/duckdb:vortex-compact	703973004	799699949	0.88
tpch_q21/duckdb:vortex-compact	1047189058	1015864049	1.03
tpch_q22/duckdb:vortex-compact	371837048	304849802	1.22

duckdb / parquet (1.038x ➖, 0↑ 1↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	481304785	475491530	1.01
tpch_q02/duckdb:parquet	1221418046	1284879111	0.95
tpch_q03/duckdb:parquet	1152399090	1125971554	1.02
tpch_q04/duckdb:parquet	561926292	602656794	0.93
tpch_q05/duckdb:parquet	1501689005	1486265405	1.01
tpch_q06/duckdb:parquet	399233719	399752672	1.00
tpch_q07/duckdb:parquet 🚨	1436084527	1019350588	1.41
tpch_q08/duckdb:parquet	1630389836	1434868104	1.14
tpch_q09/duckdb:parquet	1311898961	1336169447	0.98
tpch_q10/duckdb:parquet	1359914379	1329840968	1.02
tpch_q11/duckdb:parquet	845417360	800527393	1.06
tpch_q12/duckdb:parquet	730657489	632411460	1.16
tpch_q13/duckdb:parquet	920339869	830273880	1.11
tpch_q14/duckdb:parquet	699193063	591368017	1.18
tpch_q15/duckdb:parquet	437714054	514817347	0.85
tpch_q16/duckdb:parquet	550367225	517217308	1.06
tpch_q17/duckdb:parquet	845995842	775186740	1.09
tpch_q18/duckdb:parquet	1036538939	939006131	1.10
tpch_q19/duckdb:parquet	820517933	835283410	0.98
tpch_q20/duckdb:parquet	1055537919	1207385684	0.87
tpch_q21/duckdb:parquet	1099903688	1085347610	1.01
tpch_q22/duckdb:parquet	523529576	518681119	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.2%	+3.2%	-1.0%	+155.3%	➖ noise
1	datafusion:vortex-file-compressed	+67.6%	+3.2%	+62.5%	+148.6%	➖ noise
1	duckdb:vortex-compact	-1.1%	+3.2%	-4.2%	+48.7%	➖ noise
1	duckdb:vortex-file-compressed	+36.4%	+3.2%	+32.2%	+83.5%	➖ noise
2	datafusion:vortex-compact	+11.6%	-11.7%	+26.4%	+52.8%	➖ noise
2	datafusion:vortex-file-compressed	+30.7%	-11.7%	+48.1%	+43.4%	🚨 regression
2	duckdb:vortex-compact	-0.8%	-11.7%	+12.4%	+43.4%	➖ noise
2	duckdb:vortex-file-compressed	+1.2%	-11.7%	+14.7%	+43.4%	➖ noise
3	datafusion:vortex-compact	-17.4%	+2.6%	-19.5%	+81.2%	➖ noise
3	datafusion:vortex-file-compressed	+8.3%	+2.6%	+5.6%	+109.8%	➖ noise
3	duckdb:vortex-compact	+18.2%	+2.6%	+15.2%	+43.4%	➖ noise
3	duckdb:vortex-file-compressed	-2.2%	+2.6%	-4.6%	+43.4%	➖ noise
4	datafusion:vortex-compact	+17.0%	-1.3%	+18.5%	+45.3%	➖ noise
4	datafusion:vortex-file-compressed	+19.3%	-1.3%	+20.9%	+43.4%	➖ noise
4	duckdb:vortex-compact	+29.7%	-1.3%	+31.4%	+43.4%	➖ noise
4	duckdb:vortex-file-compressed	+3.0%	-1.3%	+4.3%	+43.4%	➖ noise
5	datafusion:vortex-compact	+30.2%	-1.0%	+31.5%	+53.0%	➖ noise
5	datafusion:vortex-file-compressed	+18.7%	-1.0%	+20.0%	+43.4%	➖ noise
5	duckdb:vortex-compact	+33.0%	-1.0%	+34.4%	+43.4%	➖ noise
5	duckdb:vortex-file-compressed	-12.2%	-1.0%	-11.3%	+43.4%	➖ noise
6	datafusion:vortex-compact	+32.5%	+20.8%	+9.6%	+52.8%	➖ noise
6	datafusion:vortex-file-compressed	-2.3%	+20.8%	-19.2%	+78.0%	➖ noise
6	duckdb:vortex-compact	+11.3%	+20.8%	-7.9%	+54.8%	➖ noise
6	duckdb:vortex-file-compressed	+5.4%	+20.8%	-12.7%	+53.6%	➖ noise
7	datafusion:vortex-compact	+40.5%	+16.4%	+20.7%	+43.7%	➖ noise
7	datafusion:vortex-file-compressed	+51.7%	+16.4%	+30.3%	+43.4%	➖ noise
7	duckdb:vortex-compact	+17.8%	+16.4%	+1.2%	+43.4%	➖ noise
7	duckdb:vortex-file-compressed	+19.0%	+16.4%	+2.2%	+43.9%	➖ noise
8	datafusion:vortex-compact	-7.1%	+34.4%	-30.9%	+43.4%	✅ faster
8	datafusion:vortex-file-compressed	+32.6%	+34.4%	-1.4%	+53.1%	➖ noise
8	duckdb:vortex-compact	+17.4%	+34.4%	-12.7%	+43.4%	➖ noise
8	duckdb:vortex-file-compressed	+23.1%	+34.4%	-8.4%	+43.4%	➖ noise
9	datafusion:vortex-compact	+11.4%	+13.3%	-1.7%	+43.4%	➖ noise
9	datafusion:vortex-file-compressed	+20.4%	+13.3%	+6.2%	+43.4%	➖ noise
9	duckdb:vortex-compact	+4.0%	+13.3%	-8.3%	+43.4%	➖ noise
9	duckdb:vortex-file-compressed	+6.0%	+13.3%	-6.5%	+43.4%	➖ noise
10	datafusion:vortex-compact	+27.8%	-1.7%	+30.1%	+43.4%	➖ noise
10	datafusion:vortex-file-compressed	+90.9%	-1.7%	+94.2%	+65.4%	🚨 regression
10	duckdb:vortex-compact	-17.2%	-1.7%	-15.7%	+43.4%	➖ noise
10	duckdb:vortex-file-compressed	+6.3%	-1.7%	+8.1%	+43.4%	➖ noise
11	datafusion:vortex-compact	+43.9%	-12.2%	+64.0%	+43.4%	🚨 regression
11	datafusion:vortex-file-compressed	+37.1%	-12.2%	+56.2%	+77.6%	➖ noise
11	duckdb:vortex-compact	-8.5%	-12.2%	+4.2%	+43.4%	➖ noise
11	duckdb:vortex-file-compressed	+6.0%	-12.2%	+20.8%	+43.4%	➖ noise
12	datafusion:vortex-compact	+33.8%	+5.2%	+27.3%	+43.4%	➖ noise
12	datafusion:vortex-file-compressed	+11.0%	+5.2%	+5.6%	+44.5%	➖ noise
12	duckdb:vortex-compact	+1.7%	+5.2%	-3.3%	+43.4%	➖ noise
12	duckdb:vortex-file-compressed	+12.2%	+5.2%	+6.7%	+66.1%	➖ noise
13	datafusion:vortex-compact	+10.8%	-7.6%	+19.9%	+93.8%	➖ noise
13	datafusion:vortex-file-compressed	+115.0%	-7.6%	+132.7%	+84.8%	🚨 regression
13	duckdb:vortex-compact	+7.7%	-7.6%	+16.5%	+43.4%	➖ noise
13	duckdb:vortex-file-compressed	+12.4%	-7.6%	+21.6%	+69.7%	➖ noise
14	datafusion:vortex-compact	+12.8%	-7.1%	+21.4%	+43.4%	➖ noise
14	datafusion:vortex-file-compressed	+21.4%	-7.1%	+30.6%	+43.4%	➖ noise
14	duckdb:vortex-compact	+10.5%	-7.1%	+18.9%	+43.4%	➖ noise
14	duckdb:vortex-file-compressed	+3.7%	-7.1%	+11.6%	+43.4%	➖ noise
15	datafusion:vortex-compact	+17.7%	-22.8%	+52.5%	+43.4%	🚨 regression
15	datafusion:vortex-file-compressed	+24.6%	-22.8%	+61.4%	+45.4%	🚨 regression
15	duckdb:vortex-compact	-6.5%	-22.8%	+21.2%	+43.4%	➖ noise
15	duckdb:vortex-file-compressed	+23.8%	-22.8%	+60.4%	+43.4%	🚨 regression
16	datafusion:vortex-compact	+27.8%	+18.2%	+8.2%	+43.4%	➖ noise
16	datafusion:vortex-file-compressed	+3.7%	+18.2%	-12.2%	+43.4%	➖ noise
16	duckdb:vortex-compact	-8.7%	+18.2%	-22.8%	+43.5%	➖ noise
16	duckdb:vortex-file-compressed	+29.3%	+18.2%	+9.4%	+67.1%	➖ noise
17	datafusion:vortex-compact	+37.0%	-3.0%	+41.4%	+43.4%	➖ noise
17	datafusion:vortex-file-compressed	+35.5%	-3.0%	+39.8%	+47.5%	➖ noise
17	duckdb:vortex-compact	-10.6%	-3.0%	-7.8%	+43.4%	➖ noise
17	duckdb:vortex-file-compressed	+5.5%	-3.0%	+8.8%	+43.4%	➖ noise
18	datafusion:vortex-compact	+26.5%	+5.2%	+20.3%	+43.4%	➖ noise
18	datafusion:vortex-file-compressed	+43.1%	+5.2%	+36.0%	+43.4%	➖ noise
18	duckdb:vortex-compact	-3.5%	+5.2%	-8.3%	+74.1%	➖ noise
18	duckdb:vortex-file-compressed	+17.1%	+5.2%	+11.3%	+43.4%	➖ noise
19	datafusion:vortex-compact	+126.4%	-11.2%	+154.9%	+85.2%	🚨 regression
19	datafusion:vortex-file-compressed	+59.3%	-11.2%	+79.3%	+43.4%	🚨 regression
19	duckdb:vortex-compact	-14.4%	-11.2%	-3.6%	+43.4%	➖ noise
19	duckdb:vortex-file-compressed	+30.7%	-11.2%	+47.2%	+43.4%	🚨 regression
20	datafusion:vortex-compact	+15.2%	-20.9%	+45.6%	+43.4%	🚨 regression
20	datafusion:vortex-file-compressed	+65.4%	-20.9%	+109.1%	+52.4%	🚨 regression
20	duckdb:vortex-compact	-12.0%	-20.9%	+11.3%	+43.4%	➖ noise
20	duckdb:vortex-file-compressed	-3.1%	-20.9%	+22.5%	+43.4%	➖ noise
21	datafusion:vortex-compact	-0.5%	-5.0%	+4.7%	+43.4%	➖ noise
21	datafusion:vortex-file-compressed	-14.0%	-5.0%	-9.5%	+43.4%	➖ noise
21	duckdb:vortex-compact	+3.1%	-5.0%	+8.5%	+43.4%	➖ noise
21	duckdb:vortex-file-compressed	-3.4%	-5.0%	+1.6%	+43.4%	➖ noise
22	datafusion:vortex-compact	+10.5%	+19.4%	-7.4%	+57.2%	➖ noise
22	datafusion:vortex-file-compressed	+9.9%	+19.4%	-7.9%	+43.4%	➖ noise
22	duckdb:vortex-compact	+22.0%	+19.4%	+2.2%	+43.4%	➖ noise
22	duckdb:vortex-file-compressed	-13.0%	+19.4%	-27.1%	+43.4%	➖ noise

github-actions · 2026-03-13T17:19:41Z

Benchmarks: Clickbench on NVME

Summary

Overall: 0.750x ✅
Vortex: 0.757x ✅
Parquet: 0.756x ✅

Verdict

No clear signal

Attributed Vortex impact: -1.4%
Confidence: environment too noisy
Environment shift: -24.4%

Statistical Summary

Systemic shift (parquet controls): -24.4%
Control sigma: +5.7%
Residual noise: +3.9%
Median polish overall: -24.0%

datafusion / vortex-file-compressed (0.767x ✅, 40↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚀	1398945	1680875	0.83
clickbench_q01/datafusion:vortex-file-compressed 🚀	10777245	15098841	0.71
clickbench_q02/datafusion:vortex-file-compressed 🚀	25072269	32705751	0.77
clickbench_q03/datafusion:vortex-file-compressed 🚀	27769556	36293284	0.77
clickbench_q04/datafusion:vortex-file-compressed 🚀	216885015	320727699	0.68
clickbench_q05/datafusion:vortex-file-compressed 🚀	227724280	314436961	0.72
clickbench_q06/datafusion:vortex-file-compressed	1538935	1671489	0.92
clickbench_q07/datafusion:vortex-file-compressed 🚀	14469527	18141217	0.80
clickbench_q08/datafusion:vortex-file-compressed 🚀	268988565	389296304	0.69
clickbench_q09/datafusion:vortex-file-compressed 🚀	408121650	592387324	0.69
clickbench_q10/datafusion:vortex-file-compressed 🚀	53854409	71661091	0.75
clickbench_q11/datafusion:vortex-file-compressed 🚀	60027361	81626449	0.74
clickbench_q12/datafusion:vortex-file-compressed 🚀	202496210	274390804	0.74
clickbench_q13/datafusion:vortex-file-compressed 🚀	298669210	417201772	0.72
clickbench_q14/datafusion:vortex-file-compressed 🚀	189655671	251786819	0.75
clickbench_q15/datafusion:vortex-file-compressed 🚀	256780484	377698360	0.68
clickbench_q16/datafusion:vortex-file-compressed 🚀	518256619	717093881	0.72
clickbench_q17/datafusion:vortex-file-compressed 🚀	506751721	708710300	0.72
clickbench_q18/datafusion:vortex-file-compressed 🚀	1034340069	1446532339	0.72
clickbench_q19/datafusion:vortex-file-compressed 🚀	17949790	23830265	0.75
clickbench_q20/datafusion:vortex-file-compressed 🚀	266121690	340432650	0.78
clickbench_q21/datafusion:vortex-file-compressed 🚀	317562277	395790834	0.80
clickbench_q22/datafusion:vortex-file-compressed 🚀	436712467	556602045	0.78
clickbench_q23/datafusion:vortex-file-compressed	546237483	605386815	0.90
clickbench_q24/datafusion:vortex-file-compressed 🚀	38496939	52416050	0.73
clickbench_q25/datafusion:vortex-file-compressed 🚀	57289093	73838136	0.78
clickbench_q26/datafusion:vortex-file-compressed 🚀	36243816	51494465	0.70
clickbench_q27/datafusion:vortex-file-compressed 🚀	605912222	771778186	0.79
clickbench_q28/datafusion:vortex-file-compressed 🚀	4827212771	6843810486	0.71
clickbench_q29/datafusion:vortex-file-compressed 🚀	203304914	241534883	0.84
clickbench_q30/datafusion:vortex-file-compressed 🚀	187935118	251291880	0.75
clickbench_q31/datafusion:vortex-file-compressed 🚀	215866113	294539562	0.73
clickbench_q32/datafusion:vortex-file-compressed 🚀	966840778	1317002923	0.73
clickbench_q33/datafusion:vortex-file-compressed 🚀	1039200029	1418186521	0.73
clickbench_q34/datafusion:vortex-file-compressed 🚀	1039631079	1425191183	0.73
clickbench_q35/datafusion:vortex-file-compressed 🚀	403945380	547988644	0.74
clickbench_q36/datafusion:vortex-file-compressed 🚀	67443067	83026173	0.81
clickbench_q37/datafusion:vortex-file-compressed 🚀	33433229	39190471	0.85
clickbench_q38/datafusion:vortex-file-compressed 🚀	19185942	23747784	0.81
clickbench_q39/datafusion:vortex-file-compressed 🚀	135105105	155512391	0.87
clickbench_q40/datafusion:vortex-file-compressed	19630768	21135828	0.93
clickbench_q41/datafusion:vortex-file-compressed 🚀	16810329	19430386	0.87
clickbench_q42/datafusion:vortex-file-compressed 🚀	19592466	22129779	0.89

datafusion / parquet (0.780x ✅, 42↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚀	1554154	1749488	0.89
clickbench_q01/datafusion:parquet 🚀	18381376	20811464	0.88
clickbench_q02/datafusion:parquet 🚀	39927067	47733633	0.84
clickbench_q03/datafusion:parquet 🚀	34151665	41365079	0.83
clickbench_q04/datafusion:parquet 🚀	237324797	338400246	0.70
clickbench_q05/datafusion:parquet 🚀	276240184	367404077	0.75
clickbench_q06/datafusion:parquet	1433703	1541584	0.93
clickbench_q07/datafusion:parquet 🚀	22570357	25322808	0.89
clickbench_q08/datafusion:parquet 🚀	286252617	412109842	0.69
clickbench_q09/datafusion:parquet 🚀	462551869	648417195	0.71
clickbench_q10/datafusion:parquet 🚀	79569241	120825391	0.66
clickbench_q11/datafusion:parquet 🚀	99229221	143367253	0.69
clickbench_q12/datafusion:parquet 🚀	274451067	368706479	0.74
clickbench_q13/datafusion:parquet 🚀	369069836	511638892	0.72
clickbench_q14/datafusion:parquet 🚀	272860277	361022396	0.76
clickbench_q15/datafusion:parquet 🚀	271653221	384951291	0.71
clickbench_q16/datafusion:parquet 🚀	510434389	748870705	0.68
clickbench_q17/datafusion:parquet 🚀	506735169	714976256	0.71
clickbench_q18/datafusion:parquet 🚀	1085706263	1483860652	0.73
clickbench_q19/datafusion:parquet 🚀	26189734	33446381	0.78
clickbench_q20/datafusion:parquet 🚀	471721878	610843605	0.77
clickbench_q21/datafusion:parquet 🚀	528159438	673937188	0.78
clickbench_q22/datafusion:parquet 🚀	768550018	986234739	0.78
clickbench_q23/datafusion:parquet 🚀	2864674456	3737687311	0.77
clickbench_q24/datafusion:parquet 🚀	72448972	97592980	0.74
clickbench_q25/datafusion:parquet 🚀	114912477	150258529	0.76
clickbench_q26/datafusion:parquet 🚀	73643945	95884707	0.77
clickbench_q27/datafusion:parquet 🚀	832257100	1063245391	0.78
clickbench_q28/datafusion:parquet 🚀	4640377385	6619697144	0.70
clickbench_q29/datafusion:parquet 🚀	208918959	236655102	0.88
clickbench_q30/datafusion:parquet 🚀	279613147	377035080	0.74
clickbench_q31/datafusion:parquet 🚀	302406854	412650296	0.73
clickbench_q32/datafusion:parquet 🚀	970913752	1259100174	0.77
clickbench_q33/datafusion:parquet 🚀	1229876479	1520784393	0.81
clickbench_q34/datafusion:parquet 🚀	1247243594	1534689499	0.81
clickbench_q35/datafusion:parquet 🚀	405969882	549961751	0.74
clickbench_q36/datafusion:parquet 🚀	123119229	139084887	0.89
clickbench_q37/datafusion:parquet 🚀	48865599	58714453	0.83
clickbench_q38/datafusion:parquet 🚀	79902384	92248761	0.87
clickbench_q39/datafusion:parquet 🚀	230004672	267861301	0.86
clickbench_q40/datafusion:parquet 🚀	30432484	35255853	0.86
clickbench_q41/datafusion:parquet 🚀	25674263	30101287	0.85
clickbench_q42/datafusion:parquet 🚀	27792534	32536418	0.85

duckdb / vortex-file-compressed (0.747x ✅, 43↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚀	5782283	6501847	0.89
clickbench_q01/duckdb:vortex-file-compressed 🚀	10809776	13619764	0.79
clickbench_q02/duckdb:vortex-file-compressed 🚀	17585247	23860320	0.74
clickbench_q03/duckdb:vortex-file-compressed 🚀	24648504	30962295	0.80
clickbench_q04/duckdb:vortex-file-compressed 🚀	125581774	173136345	0.73
clickbench_q05/duckdb:vortex-file-compressed 🚀	146738634	198649941	0.74
clickbench_q06/duckdb:vortex-file-compressed 🚀	13243802	19560449	0.68
clickbench_q07/duckdb:vortex-file-compressed 🚀	11467071	15178816	0.76
clickbench_q08/duckdb:vortex-file-compressed 🚀	186966153	269017331	0.69
clickbench_q09/duckdb:vortex-file-compressed 🚀	265748079	381142001	0.70
clickbench_q10/duckdb:vortex-file-compressed 🚀	53907894	74434180	0.72
clickbench_q11/duckdb:vortex-file-compressed 🚀	58847809	81663263	0.72
clickbench_q12/duckdb:vortex-file-compressed 🚀	170456319	217186606	0.78
clickbench_q13/duckdb:vortex-file-compressed 🚀	336496585	443406481	0.76
clickbench_q14/duckdb:vortex-file-compressed 🚀	185984469	238837662	0.78
clickbench_q15/duckdb:vortex-file-compressed 🚀	146442731	211931544	0.69
clickbench_q16/duckdb:vortex-file-compressed 🚀	492281104	713788249	0.69
clickbench_q17/duckdb:vortex-file-compressed 🚀	421639217	531790795	0.79
clickbench_q18/duckdb:vortex-file-compressed 🚀	956320998	1207475426	0.79
clickbench_q19/duckdb:vortex-file-compressed 🚀	15399693	21578625	0.71
clickbench_q20/duckdb:vortex-file-compressed 🚀	283939667	373751831	0.76
clickbench_q21/duckdb:vortex-file-compressed 🚀	311367416	396386393	0.79
clickbench_q22/duckdb:vortex-file-compressed 🚀	464445877	617437594	0.75
clickbench_q23/duckdb:vortex-file-compressed 🚀	605087286	959892066	0.63
clickbench_q24/duckdb:vortex-file-compressed 🚀	38310839	61339046	0.62
clickbench_q25/duckdb:vortex-file-compressed 🚀	56809640	80820948	0.70
clickbench_q26/duckdb:vortex-file-compressed 🚀	32325154	48302421	0.67
clickbench_q27/duckdb:vortex-file-compressed 🚀	419741850	523358937	0.80
clickbench_q28/duckdb:vortex-file-compressed 🚀	1998299389	2977879830	0.67
clickbench_q29/duckdb:vortex-file-compressed 🚀	20261438	27499235	0.74
clickbench_q30/duckdb:vortex-file-compressed 🚀	139688614	190560208	0.73
clickbench_q31/duckdb:vortex-file-compressed 🚀	207956155	270644633	0.77
clickbench_q32/duckdb:vortex-file-compressed 🚀	1025225808	1329545770	0.77
clickbench_q33/duckdb:vortex-file-compressed 🚀	1178360073	1487267478	0.79
clickbench_q34/duckdb:vortex-file-compressed 🚀	1275156194	1565199889	0.81
clickbench_q35/duckdb:vortex-file-compressed 🚀	244244674	374145357	0.65
clickbench_q36/duckdb:vortex-file-compressed 🚀	24752980	30119652	0.82
clickbench_q37/duckdb:vortex-file-compressed 🚀	18118549	22589461	0.80
clickbench_q38/duckdb:vortex-file-compressed 🚀	19317904	24195492	0.80
clickbench_q39/duckdb:vortex-file-compressed 🚀	36744514	46006479	0.80
clickbench_q40/duckdb:vortex-file-compressed 🚀	18223049	22553656	0.81
clickbench_q41/duckdb:vortex-file-compressed 🚀	17528173	22329021	0.78
clickbench_q42/duckdb:vortex-file-compressed 🚀	20110141	25656579	0.78

duckdb / parquet (0.733x ✅, 43↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚀	156490205	221181643	0.71
clickbench_q01/duckdb:parquet 🚀	35890211	49969791	0.72
clickbench_q02/duckdb:parquet 🚀	51861560	66022287	0.79
clickbench_q03/duckdb:parquet 🚀	53061091	64763219	0.82
clickbench_q04/duckdb:parquet 🚀	148160405	202173713	0.73
clickbench_q05/duckdb:parquet 🚀	209903961	279860362	0.75
clickbench_q06/duckdb:parquet 🚀	46231718	60880541	0.76
clickbench_q07/duckdb:parquet 🚀	37090425	54316767	0.68
clickbench_q08/duckdb:parquet 🚀	187455972	272143383	0.69
clickbench_q09/duckdb:parquet 🚀	279077954	397664124	0.70
clickbench_q10/duckdb:parquet 🚀	79305298	97799371	0.81
clickbench_q11/duckdb:parquet 🚀	85050219	109416552	0.78
clickbench_q12/duckdb:parquet 🚀	223531254	299295012	0.75
clickbench_q13/duckdb:parquet 🚀	389681204	523410213	0.74
clickbench_q14/duckdb:parquet 🚀	243563859	331339105	0.74
clickbench_q15/duckdb:parquet 🚀	166250082	242332700	0.69
clickbench_q16/duckdb:parquet 🚀	454921064	607164286	0.75
clickbench_q17/duckdb:parquet 🚀	382971076	509794975	0.75
clickbench_q18/duckdb:parquet 🚀	783678189	1058179705	0.74
clickbench_q19/duckdb:parquet 🚀	38651241	49871062	0.78
clickbench_q20/duckdb:parquet 🚀	353303664	440447045	0.80
clickbench_q21/duckdb:parquet 🚀	446339019	570140093	0.78
clickbench_q22/duckdb:parquet 🚀	741044583	930951289	0.80
clickbench_q23/duckdb:parquet 🚀	249980193	327994895	0.76
clickbench_q24/duckdb:parquet 🚀	58828610	82057811	0.72
clickbench_q25/duckdb:parquet 🚀	106244407	140778135	0.75
clickbench_q26/duckdb:parquet 🚀	39730214	55576979	0.71
clickbench_q27/duckdb:parquet 🚀	502155872	658116560	0.76
clickbench_q28/duckdb:parquet 🚀	3149202205	4926839399	0.64
clickbench_q29/duckdb:parquet 🚀	44600052	61530851	0.72
clickbench_q30/duckdb:parquet 🚀	226492544	304140769	0.74
clickbench_q31/duckdb:parquet 🚀	258170711	348681836	0.74
clickbench_q32/duckdb:parquet 🚀	953602722	1121175713	0.85
clickbench_q33/duckdb:parquet 🚀	1031096749	1252957374	0.82
clickbench_q34/duckdb:parquet 🚀	1027265487	1332813175	0.77
clickbench_q35/duckdb:parquet 🚀	228742967	353088451	0.65
clickbench_q36/duckdb:parquet 🚀	49361920	64634781	0.76
clickbench_q37/duckdb:parquet 🚀	35477287	54626233	0.65
clickbench_q38/duckdb:parquet 🚀	41175559	57482370	0.72
clickbench_q39/duckdb:parquet 🚀	75070989	98977331	0.76
clickbench_q40/duckdb:parquet 🚀	34232213	56174355	0.61
clickbench_q41/duckdb:parquet 🚀	34249656	59058473	0.58
clickbench_q42/duckdb:parquet 🚀	32320310	50146404	0.64

duckdb / duckdb (0.723x ✅, 42↑ 0↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚀	15369493	18382679	0.84
clickbench_q01/duckdb:duckdb 🚀	26788375	34023235	0.79
clickbench_q02/duckdb:duckdb 🚀	34222296	46255055	0.74
clickbench_q03/duckdb:duckdb 🚀	34441481	47604394	0.72
clickbench_q04/duckdb:duckdb 🚀	158794083	228222400	0.70
clickbench_q05/duckdb:duckdb 🚀	236201901	335061699	0.70
clickbench_q06/duckdb:duckdb 🚀	22726914	35568922	0.64
clickbench_q07/duckdb:duckdb 🚀	29558027	36950851	0.80
clickbench_q08/duckdb:duckdb 🚀	226537679	306955520	0.74
clickbench_q09/duckdb:duckdb 🚀	345769354	506378037	0.68
clickbench_q10/duckdb:duckdb 🚀	66817823	99271261	0.67
clickbench_q11/duckdb:duckdb 🚀	73755963	109152046	0.68
clickbench_q12/duckdb:duckdb 🚀	210395881	312575693	0.67
clickbench_q13/duckdb:duckdb 🚀	404921188	572510231	0.71
clickbench_q14/duckdb:duckdb 🚀	255256907	378671526	0.67
clickbench_q15/duckdb:duckdb 🚀	191056592	266277083	0.72
clickbench_q16/duckdb:duckdb 🚀	508728393	911926083	0.56
clickbench_q17/duckdb:duckdb 🚀	440204046	785345596	0.56
clickbench_q18/duckdb:duckdb 🚀	957743333	1276463047	0.75
clickbench_q19/duckdb:duckdb 🚀	28779312	35458533	0.81
clickbench_q20/duckdb:duckdb 🚀	710015458	1024506517	0.69
clickbench_q21/duckdb:duckdb 🚀	796192809	1029937930	0.77
clickbench_q22/duckdb:duckdb 🚀	829871344	1088383112	0.76
clickbench_q23/duckdb:duckdb	234464591	257825673	0.91
clickbench_q24/duckdb:duckdb 🚀	44239216	61629032	0.72
clickbench_q25/duckdb:duckdb 🚀	88485538	134339023	0.66
clickbench_q26/duckdb:duckdb 🚀	42616591	59281004	0.72
clickbench_q27/duckdb:duckdb 🚀	791459609	1173402493	0.67
clickbench_q28/duckdb:duckdb 🚀	3222013474	4662263331	0.69
clickbench_q29/duckdb:duckdb 🚀	36955914	47920273	0.77
clickbench_q30/duckdb:duckdb 🚀	208838421	299638020	0.70
clickbench_q31/duckdb:duckdb 🚀	300615702	442781384	0.68
clickbench_q32/duckdb:duckdb 🚀	1042613119	1526412440	0.68
clickbench_q33/duckdb:duckdb 🚀	1444626052	1959687062	0.74
clickbench_q34/duckdb:duckdb 🚀	1528178109	2160086389	0.71
clickbench_q35/duckdb:duckdb 🚀	176299560	270305202	0.65
clickbench_q36/duckdb:duckdb 🚀	34383440	42818499	0.80
clickbench_q37/duckdb:duckdb 🚀	24672137	31642075	0.78
clickbench_q38/duckdb:duckdb 🚀	25046189	31314924	0.80
clickbench_q39/duckdb:duckdb 🚀	58615336	66150027	0.89
clickbench_q40/duckdb:duckdb 🚀	24821310	32251500	0.77
clickbench_q41/duckdb:duckdb 🚀	24237766	31389286	0.77
clickbench_q42/duckdb:duckdb 🚀	24360143	32708730	0.74

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-16.8%	-20.7%	+5.0%	+766.5%	➖ noise
0	duckdb:duckdb	-16.4%	-20.7%	+5.5%	+297.7%	➖ noise
0	duckdb:vortex-file-compressed	-11.1%	-20.7%	+12.2%	+342.2%	➖ noise
1	datafusion:vortex-file-compressed	-28.6%	-20.4%	-10.4%	+40.0%	➖ noise
1	duckdb:duckdb	-21.3%	-20.4%	-1.1%	+48.7%	➖ noise
1	duckdb:vortex-file-compressed	-20.6%	-20.4%	-0.4%	+21.4%	➖ noise
2	datafusion:vortex-file-compressed	-23.3%	-18.9%	-5.4%	+31.2%	➖ noise
2	duckdb:duckdb	-26.0%	-18.9%	-8.7%	+17.6%	➖ noise
2	duckdb:vortex-file-compressed	-26.3%	-18.9%	-9.1%	+16.4%	➖ noise
3	datafusion:vortex-file-compressed	-23.5%	-17.8%	-7.0%	+123.1%	➖ noise
3	duckdb:duckdb	-27.7%	-17.8%	-12.0%	+38.0%	➖ noise
3	duckdb:vortex-file-compressed	-20.4%	-17.8%	-3.2%	+18.6%	➖ noise
4	datafusion:vortex-file-compressed	-32.4%	-28.3%	-5.7%	+15.3%	➖ noise
4	duckdb:duckdb	-30.4%	-28.3%	-2.9%	+15.3%	➖ noise
4	duckdb:vortex-file-compressed	-27.5%	-28.3%	+1.2%	+15.3%	➖ noise
5	datafusion:vortex-file-compressed	-27.6%	-24.9%	-3.6%	+15.3%	➖ noise
5	duckdb:duckdb	-29.5%	-24.9%	-6.1%	+15.3%	➖ noise
5	duckdb:vortex-file-compressed	-26.1%	-24.9%	-1.6%	+15.3%	➖ noise
6	datafusion:vortex-file-compressed	-7.9%	-16.0%	+9.6%	+48.0%	➖ noise
6	duckdb:duckdb	-36.1%	-16.0%	-24.0%	+31.4%	✅ faster
6	duckdb:vortex-file-compressed	-32.3%	-16.0%	-19.4%	+22.0%	✅ faster
7	datafusion:vortex-file-compressed	-20.2%	-22.0%	+2.2%	+15.3%	➖ noise
7	duckdb:duckdb	-20.0%	-22.0%	+2.5%	+15.3%	➖ noise
7	duckdb:vortex-file-compressed	-24.5%	-22.0%	-3.2%	+15.3%	➖ noise
8	datafusion:vortex-file-compressed	-30.9%	-30.8%	-0.1%	+15.3%	➖ noise
8	duckdb:duckdb	-26.2%	-30.8%	+6.7%	+15.3%	➖ noise
8	duckdb:vortex-file-compressed	-30.5%	-30.8%	+0.5%	+15.3%	➖ noise
9	datafusion:vortex-file-compressed	-31.1%	-29.2%	-2.6%	+15.3%	➖ noise
9	duckdb:duckdb	-31.7%	-29.2%	-3.5%	+15.3%	➖ noise
9	duckdb:vortex-file-compressed	-30.3%	-29.2%	-1.5%	+15.3%	➖ noise
10	datafusion:vortex-file-compressed	-24.8%	-26.9%	+2.8%	+15.3%	➖ noise
10	duckdb:duckdb	-32.7%	-26.9%	-7.9%	+15.3%	➖ noise
10	duckdb:vortex-file-compressed	-27.6%	-26.9%	-0.9%	+15.3%	➖ noise
11	datafusion:vortex-file-compressed	-26.5%	-26.7%	+0.3%	+15.3%	➖ noise
11	duckdb:duckdb	-32.4%	-26.7%	-7.9%	+15.3%	➖ noise
11	duckdb:vortex-file-compressed	-27.9%	-26.7%	-1.8%	+15.3%	➖ noise
12	datafusion:vortex-file-compressed	-26.2%	-25.4%	-1.0%	+15.3%	➖ noise
12	duckdb:duckdb	-32.7%	-25.4%	-9.7%	+15.3%	➖ noise
12	duckdb:vortex-file-compressed	-21.5%	-25.4%	+5.3%	+15.3%	➖ noise
13	datafusion:vortex-file-compressed	-28.4%	-26.7%	-2.3%	+15.3%	➖ noise
13	duckdb:duckdb	-29.3%	-26.7%	-3.5%	+15.3%	➖ noise
13	duckdb:vortex-file-compressed	-24.1%	-26.7%	+3.6%	+15.3%	➖ noise
14	datafusion:vortex-file-compressed	-24.7%	-25.5%	+1.1%	+15.3%	➖ noise
14	duckdb:duckdb	-32.6%	-25.5%	-9.6%	+15.3%	➖ noise
14	duckdb:vortex-file-compressed	-22.1%	-25.5%	+4.5%	+15.3%	➖ noise
15	datafusion:vortex-file-compressed	-32.0%	-30.4%	-2.3%	+15.3%	➖ noise
15	duckdb:duckdb	-28.2%	-30.4%	+3.1%	+15.3%	➖ noise
15	duckdb:vortex-file-compressed	-30.9%	-30.4%	-0.7%	+15.3%	➖ noise
16	datafusion:vortex-file-compressed	-27.7%	-28.5%	+1.1%	+15.3%	➖ noise
16	duckdb:duckdb	-44.2%	-28.5%	-21.9%	+15.3%	✅ faster
16	duckdb:vortex-file-compressed	-31.0%	-28.5%	-3.5%	+15.3%	➖ noise
17	datafusion:vortex-file-compressed	-28.5%	-27.0%	-2.0%	+15.3%	➖ noise
17	duckdb:duckdb	-43.9%	-27.0%	-23.2%	+15.3%	✅ faster
17	duckdb:vortex-file-compressed	-20.7%	-27.0%	+8.7%	+15.3%	➖ noise
18	datafusion:vortex-file-compressed	-28.5%	-26.4%	-2.9%	+15.3%	➖ noise
18	duckdb:duckdb	-25.0%	-26.4%	+1.9%	+15.3%	➖ noise
18	duckdb:vortex-file-compressed	-20.8%	-26.4%	+7.6%	+15.3%	➖ noise
19	datafusion:vortex-file-compressed	-24.7%	-22.1%	-3.3%	+16.1%	➖ noise
19	duckdb:duckdb	-18.8%	-22.1%	+4.2%	+15.3%	➖ noise
19	duckdb:vortex-file-compressed	-28.6%	-22.1%	-8.4%	+41.3%	➖ noise
20	datafusion:vortex-file-compressed	-21.8%	-21.3%	-0.7%	+136.2%	➖ noise
20	duckdb:duckdb	-30.7%	-21.3%	-11.9%	+17.5%	➖ noise
20	duckdb:vortex-file-compressed	-24.0%	-21.3%	-3.5%	+15.3%	➖ noise
21	datafusion:vortex-file-compressed	-19.8%	-21.7%	+2.4%	+15.3%	➖ noise
21	duckdb:duckdb	-22.7%	-21.7%	-1.3%	+15.3%	➖ noise
21	duckdb:vortex-file-compressed	-21.4%	-21.7%	+0.3%	+15.3%	➖ noise
22	datafusion:vortex-file-compressed	-21.5%	-21.2%	-0.4%	+15.3%	➖ noise
22	duckdb:duckdb	-23.8%	-21.2%	-3.2%	+15.3%	➖ noise
22	duckdb:vortex-file-compressed	-24.8%	-21.2%	-4.5%	+17.2%	➖ noise
23	datafusion:vortex-file-compressed	-9.8%	-23.6%	+18.1%	+42.0%	➖ noise
23	duckdb:duckdb	-9.1%	-23.6%	+19.0%	+15.3%	🚨 regression
23	duckdb:vortex-file-compressed	-37.0%	-23.6%	-17.5%	+15.3%	✅ faster
24	datafusion:vortex-file-compressed	-26.6%	-27.0%	+0.7%	+19.5%	➖ noise
24	duckdb:duckdb	-28.2%	-27.0%	-1.6%	+15.3%	➖ noise
24	duckdb:vortex-file-compressed	-37.5%	-27.0%	-14.4%	+30.6%	➖ noise
25	datafusion:vortex-file-compressed	-22.4%	-24.0%	+2.1%	+15.3%	➖ noise
25	duckdb:duckdb	-34.1%	-24.0%	-13.3%	+15.3%	✅ faster
25	duckdb:vortex-file-compressed	-29.7%	-24.0%	-7.5%	+15.3%	➖ noise
26	datafusion:vortex-file-compressed	-29.6%	-25.9%	-5.0%	+15.3%	➖ noise
26	duckdb:duckdb	-28.1%	-25.9%	-3.0%	+18.0%	➖ noise
26	duckdb:vortex-file-compressed	-33.1%	-25.9%	-9.7%	+35.0%	➖ noise
27	datafusion:vortex-file-compressed	-21.5%	-22.7%	+1.6%	+15.3%	➖ noise
27	duckdb:duckdb	-32.6%	-22.7%	-12.7%	+15.3%	➖ noise
27	duckdb:vortex-file-compressed	-19.8%	-22.7%	+3.8%	+15.3%	➖ noise
28	datafusion:vortex-file-compressed	-29.5%	-33.1%	+5.4%	+15.3%	➖ noise
28	duckdb:duckdb	-30.9%	-33.1%	+3.2%	+15.3%	➖ noise
28	duckdb:vortex-file-compressed	-32.9%	-33.1%	+0.2%	+15.3%	➖ noise
29	datafusion:vortex-file-compressed	-15.8%	-20.0%	+5.2%	+15.3%	➖ noise
29	duckdb:duckdb	-22.9%	-20.0%	-3.6%	+15.3%	➖ noise
29	duckdb:vortex-file-compressed	-26.3%	-20.0%	-7.9%	+15.3%	➖ noise
30	datafusion:vortex-file-compressed	-25.2%	-25.7%	+0.6%	+15.3%	➖ noise
30	duckdb:duckdb	-30.3%	-25.7%	-6.2%	+15.3%	➖ noise
30	duckdb:vortex-file-compressed	-26.7%	-25.7%	-1.4%	+15.3%	➖ noise
31	datafusion:vortex-file-compressed	-26.7%	-26.3%	-0.5%	+15.3%	➖ noise
31	duckdb:duckdb	-32.1%	-26.3%	-7.8%	+15.3%	➖ noise
31	duckdb:vortex-file-compressed	-23.2%	-26.3%	+4.3%	+15.3%	➖ noise
32	datafusion:vortex-file-compressed	-26.6%	-19.0%	-9.4%	+22.2%	➖ noise
32	duckdb:duckdb	-31.7%	-19.0%	-15.7%	+15.3%	✅ faster
32	duckdb:vortex-file-compressed	-22.9%	-19.0%	-4.8%	+15.3%	➖ noise
33	datafusion:vortex-file-compressed	-26.7%	-18.4%	-10.2%	+15.3%	➖ noise
33	duckdb:duckdb	-26.3%	-18.4%	-9.6%	+15.3%	➖ noise
33	duckdb:vortex-file-compressed	-20.8%	-18.4%	-2.9%	+15.3%	➖ noise
34	datafusion:vortex-file-compressed	-27.1%	-20.9%	-7.8%	+15.3%	➖ noise
34	duckdb:duckdb	-29.3%	-20.9%	-10.6%	+15.3%	➖ noise
34	duckdb:vortex-file-compressed	-18.5%	-20.9%	+2.9%	+15.3%	➖ noise
35	datafusion:vortex-file-compressed	-26.3%	-30.8%	+6.6%	+15.3%	➖ noise
35	duckdb:duckdb	-34.8%	-30.8%	-5.7%	+15.3%	➖ noise
35	duckdb:vortex-file-compressed	-34.7%	-30.8%	-5.6%	+15.3%	➖ noise
36	datafusion:vortex-file-compressed	-18.8%	-17.8%	-1.2%	+15.3%	➖ noise
36	duckdb:duckdb	-19.7%	-17.8%	-2.3%	+15.3%	➖ noise
36	duckdb:vortex-file-compressed	-17.8%	-17.8%	-0.0%	+15.3%	➖ noise
37	datafusion:vortex-file-compressed	-14.7%	-26.5%	+16.0%	+15.3%	🚨 regression
37	duckdb:duckdb	-22.0%	-26.5%	+6.1%	+15.3%	➖ noise
37	duckdb:vortex-file-compressed	-19.8%	-26.5%	+9.1%	+15.3%	➖ noise
38	datafusion:vortex-file-compressed	-19.2%	-21.2%	+2.6%	+15.3%	➖ noise
38	duckdb:duckdb	-20.0%	-21.2%	+1.5%	+15.3%	➖ noise
38	duckdb:vortex-file-compressed	-20.2%	-21.2%	+1.4%	+15.3%	➖ noise
39	datafusion:vortex-file-compressed	-13.1%	-19.3%	+7.7%	+15.3%	➖ noise
39	duckdb:duckdb	-11.4%	-19.3%	+9.8%	+19.3%	➖ noise
39	duckdb:vortex-file-compressed	-20.1%	-19.3%	-1.0%	+15.3%	➖ noise
40	datafusion:vortex-file-compressed	-7.1%	-27.5%	+28.1%	+15.3%	🚨 regression
40	duckdb:duckdb	-23.0%	-27.5%	+6.1%	+15.3%	➖ noise
40	duckdb:vortex-file-compressed	-19.2%	-27.5%	+11.4%	+15.3%	➖ noise
41	datafusion:vortex-file-compressed	-13.5%	-29.7%	+23.0%	+15.3%	🚨 regression
41	duckdb:duckdb	-22.8%	-29.7%	+9.8%	+15.3%	➖ noise
41	duckdb:vortex-file-compressed	-21.5%	-29.7%	+11.6%	+15.3%	➖ noise
42	datafusion:vortex-file-compressed	-11.5%	-25.8%	+19.3%	+15.3%	🚨 regression
42	duckdb:duckdb	-25.5%	-25.8%	+0.4%	+15.3%	➖ noise
42	duckdb:vortex-file-compressed	-21.6%	-25.8%	+5.6%	+17.3%	➖ noise

github-actions · 2026-03-13T17:27:00Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`f0d3e8f`		1	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	`830b9e9`		2	Explore Profiling Data
🟢 Done	`830b9e9`		1	Explore Profiling Data

Powered by Polar Signals Cloud

Signed-off-by: Joe Isaacs <joe@spiraldb.com> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

github-actions · 2026-03-13T18:10:37Z

Benchmarks: Random Access

Summary

Overall: 1.042x ➖
Vortex: 0.843x ✅
Parquet: 0.937x ➖

unknown / unknown (1.042x ➖, 14↑ 20↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚨	2672004	2383785	1.12
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer 🚨	1546013	1284972	1.20
random-access/feature-vectors/correlated/parquet-tokio-local-disk	13186305576	13770485193	0.96
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	12896353864	13458368853	0.96
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8240400	7797253	1.06
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚨	7418171	6218722	1.19
random-access/feature-vectors/uniform/lance-tokio-local-disk 🚨	2458330	1451843	1.69
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer 🚨	3289888	2341945	1.40
random-access/feature-vectors/uniform/parquet-tokio-local-disk	12404970771	13441783910	0.92
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	12534720176	13361135620	0.94
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13109166	13557525	0.97
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12657923	13532137	0.94
random-access/lance-tokio-local-disk 🚨	995879	739994	1.35
random-access/lance-tokio-local-disk-footer 🚨	1703333	1339946	1.27
random-access/nested-lists/correlated/lance-tokio-local-disk 🚨	307970	271015	1.14
random-access/nested-lists/correlated/lance-tokio-local-disk-footer 🚨	809861	712833	1.14
random-access/nested-lists/correlated/parquet-tokio-local-disk	155614878	165430603	0.94
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	156568425	165070629	0.95
random-access/nested-lists/correlated/vortex-tokio-local-disk	815216	852968	0.96
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	798250	840425	0.95
random-access/nested-lists/uniform/lance-tokio-local-disk 🚨	1998179	1169418	1.71
random-access/nested-lists/uniform/lance-tokio-local-disk-footer 🚨	2541538	1655051	1.54
random-access/nested-lists/uniform/parquet-tokio-local-disk	155806954	163149643	0.95
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	160371737	162163467	0.99
random-access/nested-lists/uniform/vortex-tokio-local-disk 🚀	1669519	2511328	0.66
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer 🚀	1872618	2649749	0.71
random-access/nested-structs/correlated/lance-tokio-local-disk 🚨	575793	434332	1.33
random-access/nested-structs/correlated/lance-tokio-local-disk-footer 🚨	788091	643731	1.22
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	28340700	25449918	1.11
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	27621235	25678973	1.08
random-access/nested-structs/correlated/vortex-tokio-local-disk	860289	854121	1.01
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	871602	893305	0.98
random-access/nested-structs/uniform/lance-tokio-local-disk 🚨	5474065	2819434	1.94
random-access/nested-structs/uniform/lance-tokio-local-disk-footer 🚨	5667720	3059571	1.85
random-access/nested-structs/uniform/parquet-tokio-local-disk	26174485	25603419	1.02
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	26115106	25699228	1.02
random-access/nested-structs/uniform/vortex-tokio-local-disk	1583823	1741897	0.91
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1615346	1764803	0.92
random-access/parquet-tokio-local-disk 🚀	165376804	185052104	0.89
random-access/parquet-tokio-local-disk-footer 🚀	152221230	185258701	0.82
random-access/taxi/correlated/lance-tokio-local-disk 🚨	1390335	958425	1.45
random-access/taxi/correlated/lance-tokio-local-disk-footer 🚨	2270406	1644188	1.38
random-access/taxi/correlated/parquet-tokio-local-disk 🚀	228209431	277164083	0.82
random-access/taxi/correlated/parquet-tokio-local-disk-footer 🚀	229878557	278726330	0.82
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1639246	2559444	0.64
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1601234	2464171	0.65
random-access/taxi/uniform/lance-tokio-local-disk 🚨	14837433	8466139	1.75
random-access/taxi/uniform/lance-tokio-local-disk-footer 🚨	15631907	9148462	1.71
random-access/taxi/uniform/parquet-tokio-local-disk 🚀	251494188	294243008	0.85
random-access/taxi/uniform/parquet-tokio-local-disk-footer 🚀	255986751	292272284	0.88
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4065933	5240134	0.78
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4143881	5205895	0.80
random-access/vortex-tokio-local-disk 🚀	1178698	1724636	0.68
random-access/vortex-tokio-local-disk-footer 🚀	1192510	1786316	0.67

github-actions · 2026-03-13T18:15:20Z

Benchmarks: Compression

Summary

Overall: 0.924x ➖
Vortex: 1.025x ➖
Parquet: 0.943x ➖

unknown / unknown (0.924x ➖, 57↑ 8↓)

name	PR `f0d3e8f` (ns)	base `da4c196` (ns)	ratio (PR/base)
compress time/Arade 🚀	969061324	1153873051	0.84
compress time/Bimbo 🚀	6242976260	7117826657	0.88
compress time/CMSprovider 🚀	2587688780	2954725601	0.88
compress time/Euro2016 🚀	342022524	431625394	0.79
compress time/Food 🚀	343273352	394109458	0.87
compress time/HashTags 🚀	779847255	938961488	0.83
compress time/TPC-H l_comment canonical 🚀	1093742587	1319613317	0.83
compress time/TPC-H l_comment chunked 🚀	1102178335	1350942948	0.82
compress time/taxi 🚀	592459094	724977176	0.82
compress time/wide table cols=100 chunks=1 rows=1000	15800064	15776848	1.00
compress time/wide table cols=100 chunks=50 rows=1000	16727448	15805569	1.06
compress time/wide table cols=1000 chunks=1 rows=1000	169696792	159079066	1.07
compress time/wide table cols=1000 chunks=50 rows=1000	163066081	159340051	1.02
compress time/wide table cols=10000 chunks=1 rows=1000	1564561185	1581469203	0.99
compress time/wide table cols=10000 chunks=50 rows=1000	1588120554	1572635990	1.01
decompress time/Arade 🚀	23641452	31071689	0.76
decompress time/Bimbo 🚀	73600542	97869619	0.75
decompress time/CMSprovider 🚀	59960414	87746482	0.68
decompress time/Euro2016 🚀	16927399	22322237	0.76
decompress time/Food 🚀	6158958	8716883	0.71
decompress time/HashTags 🚀	70310378	78441284	0.90
decompress time/TPC-H l_comment canonical 🚀	31530606	42031829	0.75
decompress time/TPC-H l_comment chunked 🚀	30194996	41692142	0.72
decompress time/taxi 🚀	14161869	20158917	0.70
decompress time/wide table cols=100 chunks=1 rows=1000 🚀	2282574	2669017	0.86
decompress time/wide table cols=100 chunks=50 rows=1000 🚀	2110397	2597517	0.81
decompress time/wide table cols=1000 chunks=1 rows=1000 🚀	18859891	23627301	0.80
decompress time/wide table cols=1000 chunks=50 rows=1000 🚀	19325883	23700457	0.82
decompress time/wide table cols=10000 chunks=1 rows=1000 🚀	192275075	239188254	0.80
decompress time/wide table cols=10000 chunks=50 rows=1000 🚀	190807187	240583894	0.79
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 🚀	2100640310	2563435461	0.82
parquet_rs-zstd compress time/Bimbo 🚀	12316766565	16179535734	0.76
parquet_rs-zstd compress time/CMSprovider 🚀	6316880930	7849750515	0.80
parquet_rs-zstd compress time/Euro2016 🚀	1161181764	1452803039	0.80
parquet_rs-zstd compress time/Food 🚀	701414085	940659170	0.75
parquet_rs-zstd compress time/HashTags 🚀	1939237454	2520751951	0.77
parquet_rs-zstd compress time/TPC-H l_comment canonical 🚀	2608011636	3192643987	0.82
parquet_rs-zstd compress time/TPC-H l_comment chunked 🚀	2594660862	3178302381	0.82
parquet_rs-zstd compress time/taxi 🚀	1106990786	1408375495	0.79
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚀	5147182	6376592	0.81
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚀	5186841	6572209	0.79
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000 🚀	55984274	86490972	0.65
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000 🚀	55681422	84954600	0.66
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000 🚀	645656582	927815756	0.70
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000 🚀	635232219	942853057	0.67
parquet_rs-zstd decompress time/Arade	633545617	661100221	0.96
parquet_rs-zstd decompress time/Bimbo 🚀	1903540464	2300886645	0.83
parquet_rs-zstd decompress time/CMSprovider 🚀	1829233791	2097526186	0.87
parquet_rs-zstd decompress time/Euro2016 🚀	357745327	416512211	0.86
parquet_rs-zstd decompress time/Food 🚀	194581772	238196489	0.82
parquet_rs-zstd decompress time/HashTags 🚀	567617051	671016295	0.85
parquet_rs-zstd decompress time/TPC-H l_comment canonical 🚀	548175363	707525079	0.77
parquet_rs-zstd decompress time/TPC-H l_comment chunked 🚀	544417473	711160955	0.77
parquet_rs-zstd decompress time/taxi 🚀	241166164	289233683	0.83
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2287478	2530344	0.90
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2297153	2543420	0.90
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000 🚀	23356616	29333025	0.80
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000 🚀	22989752	29237402	0.79
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000 🚀	281383585	343557781	0.82
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000 🚀	284581918	340929937	0.83
vortex-file-compressed size/Arade	143320892	143320892	1.00
vortex-file-compressed size/Bimbo	526057964	526057964	1.00
vortex-file-compressed size/CMSprovider	448338524	448338524	1.00
vortex-file-compressed size/Euro2016	167917628	167863828	1.00
vortex-file-compressed size/Food	44162400	44162400	1.00
vortex-file-compressed size/HashTags	198700644	198700644	1.00
vortex-file-compressed size/TPC-H l_comment canonical	180408824	180408824	1.00
vortex-file-compressed size/TPC-H l_comment chunked	180408824	180408824	1.00
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	1.02
vortex:parquet-zstd ratio compress time/Bimbo 🚨	0	0	1.15
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.09
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.99
vortex:parquet-zstd ratio compress time/Food 🚨	0	0	1.17
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.08
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.00
vortex:parquet-zstd ratio compress time/taxi	0	0	1.04
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚨	3	2	1.24
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000 🚨	3	2	1.34
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000 🚨	3	1	1.65
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000 🚨	2	1	1.56
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000 🚨	2	1	1.42
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000 🚨	2	1	1.50
vortex:parquet-zstd ratio decompress time/Arade 🚀	0	0	0.79
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.91
vortex:parquet-zstd ratio decompress time/CMSprovider 🚀	0	0	0.78
vortex:parquet-zstd ratio decompress time/Euro2016 🚀	0	0	0.88
vortex:parquet-zstd ratio decompress time/Food 🚀	0	0	0.86
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.06
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	0.97
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.95
vortex:parquet-zstd ratio decompress time/taxi 🚀	0	0	0.84
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	1	0.95
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000 🚀	0	1	0.90
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	1.04
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	0.95
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

new bench

830b9e9

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Mar 13, 2026

github-actions bot removed the action/benchmark Trigger full benchmarks to run on this PR label Mar 13, 2026

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Mar 13, 2026

github-actions bot removed the action/benchmark Trigger full benchmarks to run on this PR label Mar 13, 2026

Remove unused machine_type input from benchmark workflows

f0d3e8f

Signed-off-by: Joe Isaacs <joe@spiraldb.com> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Mar 13, 2026

joseph-isaacs requested a review from robert3005 March 13, 2026 17:55

github-actions bot removed the action/benchmark Trigger full benchmarks to run on this PR label Mar 13, 2026

Conversation

joseph-isaacs commented Mar 13, 2026

Summary

Testing

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Benchmarks: FineWeb NVMe

Summary

Verdict

Statistical Summary

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Benchmarks: Statistical and Population Genetics

Summary

Verdict

Statistical Summary

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Benchmarks: TPC-H SF=10 on S3

Summary

Verdict

Statistical Summary

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Benchmarks: FineWeb S3

Summary

Verdict

Statistical Summary

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Benchmarks: TPC-H SF=1 on NVME

Summary

Verdict

Statistical Summary

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Benchmarks: PolarSignals Profiling

Summary

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Benchmarks: TPC-H SF=10 on NVME

Summary

Verdict

Statistical Summary

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Benchmarks: TPC-DS SF=1 on NVME

Summary

Verdict

Statistical Summary

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Benchmarks: TPC-H SF=1 on S3

Summary

Verdict

Statistical Summary

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Benchmarks: Clickbench on NVME

Summary

Verdict

Statistical Summary

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Polar Signals Profiling Results

Latest Run

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