Expression pushdown for duckdb by myrrc · Pull Request #7727 · vortex-data/vortex

myrrc · 2026-04-30T11:44:05Z

Support expression pushdown similarly to how it's done for
filter pushdown.
Support pushing down constants, comparisons and IN/NOT in, and also some functions.

codspeed-hq · 2026-04-30T11:49:42Z

Merging this PR will not alter performance

⚠️

Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data.

For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

✅ 1210 untouched benchmarks

_{Comparing myrrc/duckdb-pushdown-expression (7b2bcbe) with develop (2ee2033)}

github-actions · 2026-04-30T15:32:36Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`7b2bcbe`		1	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	`7736c90`		1	Explore Profiling Data
🟢 Done	`86ce16f`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-04-30T15:33:29Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.091x ➖

datafusion / vortex-file-compressed (1.091x ➖, 0↑ 5↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	126290969	125144294	1.01
polarsignals_q01/datafusion:vortex-file-compressed	272597237	277126414	0.98
polarsignals_q02/datafusion:vortex-file-compressed	25123052	22958943	1.09
polarsignals_q03/datafusion:vortex-file-compressed 🚨	308971656	269966148	1.14
polarsignals_q04/datafusion:vortex-file-compressed 🚨	12567481	11030754	1.14
polarsignals_q05/datafusion:vortex-file-compressed 🚨	17111364	14684278	1.17
polarsignals_q06/datafusion:vortex-file-compressed	19577941	18193282	1.08
polarsignals_q07/datafusion:vortex-file-compressed 🚨	15323984	13674574	1.12
polarsignals_q08/datafusion:vortex-file-compressed	439995955	409722319	1.07
polarsignals_q09/datafusion:vortex-file-compressed 🚨	12039838	10820397	1.11

github-actions · 2026-04-30T15:33:31Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-04-30T15:33:57Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.9%
Vortex (geomean): 1.021x ➖
Parquet (geomean): 1.006x ➖
Shifts: Parquet (control) +0.6% · Median polish +0.2%

datafusion / vortex-file-compressed (1.000x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51856937	52538291	0.99
tpch_q02/datafusion:vortex-file-compressed	21746454	22375689	0.97
tpch_q03/datafusion:vortex-file-compressed	28015403	27524100	1.02
tpch_q04/datafusion:vortex-file-compressed	20980229	20562594	1.02
tpch_q05/datafusion:vortex-file-compressed	47526426	48616176	0.98
tpch_q06/datafusion:vortex-file-compressed	12055238	12081150	1.00
tpch_q07/datafusion:vortex-file-compressed	54041064	54250092	1.00
tpch_q08/datafusion:vortex-file-compressed	39236841	38871279	1.01
tpch_q09/datafusion:vortex-file-compressed	50917921	50294902	1.01
tpch_q10/datafusion:vortex-file-compressed	39385389	40353013	0.98
tpch_q11/datafusion:vortex-file-compressed	15605829	15516750	1.01
tpch_q12/datafusion:vortex-file-compressed	25708950	25062444	1.03
tpch_q13/datafusion:vortex-file-compressed	24950985	24596957	1.01
tpch_q14/datafusion:vortex-file-compressed	16719730	16596386	1.01
tpch_q15/datafusion:vortex-file-compressed	26013000	26498980	0.98
tpch_q16/datafusion:vortex-file-compressed	18904869	18818135	1.00
tpch_q17/datafusion:vortex-file-compressed	65987155	70410880	0.94
tpch_q18/datafusion:vortex-file-compressed	78875640	80543416	0.98
tpch_q19/datafusion:vortex-file-compressed	23445964	23290888	1.01
tpch_q20/datafusion:vortex-file-compressed	30091712	28546626	1.05
tpch_q21/datafusion:vortex-file-compressed	71962005	71977735	1.00
tpch_q22/datafusion:vortex-file-compressed	12163751	11979696	1.02

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

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	58738236	59008800	1.00
tpch_q02/datafusion:vortex-compact	25255638	25188705	1.00
tpch_q03/datafusion:vortex-compact	29740474	29130726	1.02
tpch_q04/datafusion:vortex-compact	23835707	24001073	0.99
tpch_q05/datafusion:vortex-compact	50617054	51011141	0.99
tpch_q06/datafusion:vortex-compact	14652892	13859523	1.06
tpch_q07/datafusion:vortex-compact	59266882	59793800	0.99
tpch_q08/datafusion:vortex-compact	43496413	42921540	1.01
tpch_q09/datafusion:vortex-compact	54980524	56078101	0.98
tpch_q10/datafusion:vortex-compact	46599542	45976162	1.01
tpch_q11/datafusion:vortex-compact	16619083	16578986	1.00
tpch_q12/datafusion:vortex-compact	31613776	33709270	0.94
tpch_q13/datafusion:vortex-compact	30940798	31424166	0.98
tpch_q14/datafusion:vortex-compact	20021686	20079030	1.00
tpch_q15/datafusion:vortex-compact	32832474	32566502	1.01
tpch_q16/datafusion:vortex-compact	23638573	23913242	0.99
tpch_q17/datafusion:vortex-compact	68783147	69226150	0.99
tpch_q18/datafusion:vortex-compact	83603257	86369421	0.97
tpch_q19/datafusion:vortex-compact	31111445	31605077	0.98
tpch_q20/datafusion:vortex-compact	33748359	34035342	0.99
tpch_q21/datafusion:vortex-compact	77752830	77559054	1.00
tpch_q22/datafusion:vortex-compact	12238347	12601589	0.97

datafusion / parquet (1.005x ➖, 1↑ 3↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	101579235	114086559	0.89
tpch_q02/datafusion:parquet	61051732	60379567	1.01
tpch_q03/datafusion:parquet	71303208	69105173	1.03
tpch_q04/datafusion:parquet	43175671	43687031	0.99
tpch_q05/datafusion:parquet	93998426	93956026	1.00
tpch_q06/datafusion:parquet 🚨	37052679	33575786	1.10
tpch_q07/datafusion:parquet	103460939	103952304	1.00
tpch_q08/datafusion:parquet	98247264	94975149	1.03
tpch_q09/datafusion:parquet	126458400	126546946	1.00
tpch_q10/datafusion:parquet	108848065	109323048	1.00
tpch_q11/datafusion:parquet	39880776	40256515	0.99
tpch_q12/datafusion:parquet 🚨	87177218	78314201	1.11
tpch_q13/datafusion:parquet	195782298	194165148	1.01
tpch_q14/datafusion:parquet	40389842	44177106	0.91
tpch_q15/datafusion:parquet	59709510	60574682	0.99
tpch_q16/datafusion:parquet	38981517	39649349	0.98
tpch_q17/datafusion:parquet	135728418	134435112	1.01
tpch_q18/datafusion:parquet	160242540	158821471	1.01
tpch_q19/datafusion:parquet 🚨	77159237	67880122	1.14
tpch_q20/datafusion:parquet	65063237	68174629	0.95
tpch_q21/datafusion:parquet	129552604	131399921	0.99
tpch_q22/datafusion:parquet	30855713	30618064	1.01

datafusion / arrow (1.008x ➖, 0↑ 1↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	49496081	50164142	0.99
tpch_q02/datafusion:arrow	18785506	18610365	1.01
tpch_q03/datafusion:arrow	29129687	28815005	1.01
tpch_q04/datafusion:arrow	25667958	25165091	1.02
tpch_q05/datafusion:arrow	79416318	73476026	1.08
tpch_q06/datafusion:arrow 🚨	21652340	19076855	1.14
tpch_q07/datafusion:arrow	102524859	98661331	1.04
tpch_q08/datafusion:arrow	42876924	40445616	1.06
tpch_q09/datafusion:arrow	61939009	64265110	0.96
tpch_q10/datafusion:arrow	45655658	47051706	0.97
tpch_q11/datafusion:arrow	8873268	9365444	0.95
tpch_q12/datafusion:arrow	51082732	52184812	0.98
tpch_q13/datafusion:arrow	48168052	50635329	0.95
tpch_q14/datafusion:arrow	21221331	20854392	1.02
tpch_q15/datafusion:arrow	43548237	41224818	1.06
tpch_q16/datafusion:arrow	18809144	18555080	1.01
tpch_q17/datafusion:arrow	67426581	66437120	1.01
tpch_q18/datafusion:arrow	132677423	134061900	0.99
tpch_q19/datafusion:arrow	33893244	33689930	1.01
tpch_q20/datafusion:arrow	32990926	33288120	0.99
tpch_q21/datafusion:arrow	144447695	148316146	0.97
tpch_q22/datafusion:arrow	17272272	17824755	0.97

duckdb / vortex-file-compressed (1.071x ➖, 4↑ 8↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31139970	31189312	1.00
tpch_q02/duckdb:vortex-file-compressed 🚨	27356167	23971554	1.14
tpch_q03/duckdb:vortex-file-compressed	30362961	29106303	1.04
tpch_q04/duckdb:vortex-file-compressed	26950560	28966827	0.93
tpch_q05/duckdb:vortex-file-compressed 🚨	37161336	32044482	1.16
tpch_q06/duckdb:vortex-file-compressed 🚀	8361366	10245171	0.82
tpch_q07/duckdb:vortex-file-compressed	34691659	36090458	0.96
tpch_q08/duckdb:vortex-file-compressed 🚨	45632734	37732829	1.21
tpch_q09/duckdb:vortex-file-compressed 🚀	60594592	72398532	0.84
tpch_q10/duckdb:vortex-file-compressed 🚨	53841296	34452300	1.56
tpch_q11/duckdb:vortex-file-compressed	13965220	14291212	0.98
tpch_q12/duckdb:vortex-file-compressed 🚨	34365089	20637056	1.67
tpch_q13/duckdb:vortex-file-compressed 🚨	37944326	34363059	1.10
tpch_q14/duckdb:vortex-file-compressed	19109340	20615766	0.93
tpch_q15/duckdb:vortex-file-compressed	16153278	16423878	0.98
tpch_q16/duckdb:vortex-file-compressed	26053098	28287016	0.92
tpch_q17/duckdb:vortex-file-compressed 🚨	59082984	24693465	2.39
tpch_q18/duckdb:vortex-file-compressed	49743661	49134763	1.01
tpch_q19/duckdb:vortex-file-compressed 🚀	21947141	28455623	0.77
tpch_q20/duckdb:vortex-file-compressed	33418182	33292883	1.00
tpch_q21/duckdb:vortex-file-compressed 🚨	116829885	103056255	1.13
tpch_q22/duckdb:vortex-file-compressed 🚀	14702184	16438033	0.89

duckdb / vortex-compact (1.021x ➖, 7↑ 5↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	37973644	38053589	1.00
tpch_q02/duckdb:vortex-compact	35113341	34651061	1.01
tpch_q03/duckdb:vortex-compact	32566517	31836563	1.02
tpch_q04/duckdb:vortex-compact 🚀	30553582	34309966	0.89
tpch_q05/duckdb:vortex-compact	38929671	36945443	1.05
tpch_q06/duckdb:vortex-compact 🚀	10308684	14782450	0.70
tpch_q07/duckdb:vortex-compact	41289026	42629442	0.97
tpch_q08/duckdb:vortex-compact 🚨	52998556	44778742	1.18
tpch_q09/duckdb:vortex-compact 🚀	69320538	81892660	0.85
tpch_q10/duckdb:vortex-compact 🚨	57283908	38560439	1.49
tpch_q11/duckdb:vortex-compact	18973814	19475054	0.97
tpch_q12/duckdb:vortex-compact 🚨	41415716	34661214	1.19
tpch_q13/duckdb:vortex-compact	45326608	43449483	1.04
tpch_q14/duckdb:vortex-compact 🚀	24781687	28335492	0.87
tpch_q15/duckdb:vortex-compact	19511972	19230113	1.01
tpch_q16/duckdb:vortex-compact 🚀	29390021	34846646	0.84
tpch_q17/duckdb:vortex-compact 🚨	63744025	29560411	2.16
tpch_q18/duckdb:vortex-compact	49048256	49456575	0.99
tpch_q19/duckdb:vortex-compact 🚀	29107408	33889779	0.86
tpch_q20/duckdb:vortex-compact	42021960	41236853	1.02
tpch_q21/duckdb:vortex-compact 🚨	121851187	108665957	1.12
tpch_q22/duckdb:vortex-compact 🚀	16687732	19645607	0.85

duckdb / parquet (1.007x ➖, 0↑ 2↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	75380355	76103852	0.99
tpch_q02/duckdb:parquet	37980890	38482116	0.99
tpch_q03/duckdb:parquet	68492270	68010823	1.01
tpch_q04/duckdb:parquet	47209415	46833196	1.01
tpch_q05/duckdb:parquet	65720872	66219253	0.99
tpch_q06/duckdb:parquet	20141374	19836806	1.02
tpch_q07/duckdb:parquet	66019623	66350947	1.00
tpch_q08/duckdb:parquet 🚨	87880979	79344229	1.11
tpch_q09/duckdb:parquet	151784912	154080481	0.99
tpch_q10/duckdb:parquet	126478084	123829853	1.02
tpch_q11/duckdb:parquet	20748570	20667858	1.00
tpch_q12/duckdb:parquet 🚨	50759690	44652577	1.14
tpch_q13/duckdb:parquet	249363577	248799113	1.00
tpch_q14/duckdb:parquet	48828754	48877194	1.00
tpch_q15/duckdb:parquet	24777829	23954290	1.03
tpch_q16/duckdb:parquet	55691460	55534196	1.00
tpch_q17/duckdb:parquet	51570824	53283694	0.97
tpch_q18/duckdb:parquet	113383775	119266068	0.95
tpch_q19/duckdb:parquet	67386351	67471250	1.00
tpch_q20/duckdb:parquet	64233042	62756026	1.02
tpch_q21/duckdb:parquet	156426994	167723681	0.93
tpch_q22/duckdb:parquet	51667206	51204435	1.01

duckdb / duckdb (1.000x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16011770	16484639	0.97
tpch_q02/duckdb:duckdb	11974456	12832857	0.93
tpch_q03/duckdb:duckdb	18256103	18763551	0.97
tpch_q04/duckdb:duckdb	18653198	19375693	0.96
tpch_q05/duckdb:duckdb	20312305	19266724	1.05
tpch_q06/duckdb:duckdb	5308419	5305618	1.00
tpch_q07/duckdb:duckdb	22370918	21870204	1.02
tpch_q08/duckdb:duckdb	21095760	20966306	1.01
tpch_q09/duckdb:duckdb	54468368	54370643	1.00
tpch_q10/duckdb:duckdb	43165694	42473999	1.02
tpch_q11/duckdb:duckdb	5859670	5868820	1.00
tpch_q12/duckdb:duckdb	13817174	13872826	1.00
tpch_q13/duckdb:duckdb	37000983	38145760	0.97
tpch_q14/duckdb:duckdb	16061077	16409611	0.98
tpch_q15/duckdb:duckdb	11736100	12042695	0.97
tpch_q16/duckdb:duckdb	24203311	23952878	1.01
tpch_q17/duckdb:duckdb	14113909	13404266	1.05
tpch_q18/duckdb:duckdb	38516376	38064283	1.01
tpch_q19/duckdb:duckdb	25827387	25856366	1.00
tpch_q20/duckdb:duckdb	23047349	22417826	1.03
tpch_q21/duckdb:duckdb	56162943	55915795	1.00
tpch_q22/duckdb:duckdb	24339055	23589755	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-1.3%	-6.1%	+5.1%	+19.9%	➖ noise
1	datafusion:vortex-compact	-0.5%	-6.1%	+6.0%	+18.2%	➖ noise
1	datafusion:vortex-file-compressed	-1.3%	-6.1%	+5.1%	+19.0%	➖ noise
1	duckdb:duckdb	-2.9%	-6.1%	+3.4%	+17.8%	➖ noise
1	duckdb:vortex-compact	-0.2%	-6.1%	+6.3%	+17.6%	➖ noise
1	duckdb:vortex-file-compressed	-0.2%	-6.1%	+6.3%	+20.0%	➖ noise
2	datafusion:arrow	+0.9%	-0.1%	+1.0%	+11.0%	➖ noise
2	datafusion:vortex-compact	+0.3%	-0.1%	+0.4%	+11.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.8%	-0.1%	-2.7%	+11.0%	➖ noise
2	duckdb:duckdb	-6.7%	-0.1%	-6.6%	+11.0%	➖ noise
2	duckdb:vortex-compact	+1.3%	-0.1%	+1.4%	+11.0%	➖ noise
2	duckdb:vortex-file-compressed	+14.1%	-0.1%	+14.2%	+11.0%	🚨 regression
3	datafusion:arrow	+1.1%	+1.9%	-0.8%	+11.0%	➖ noise
3	datafusion:vortex-compact	+2.1%	+1.9%	+0.2%	+11.0%	➖ noise
3	datafusion:vortex-file-compressed	+1.8%	+1.9%	-0.1%	+11.0%	➖ noise
3	duckdb:duckdb	-2.7%	+1.9%	-4.6%	+11.0%	➖ noise
3	duckdb:vortex-compact	+2.3%	+1.9%	+0.3%	+11.0%	➖ noise
3	duckdb:vortex-file-compressed	+4.3%	+1.9%	+2.3%	+14.8%	➖ noise
4	datafusion:arrow	+2.0%	-0.2%	+2.2%	+11.0%	➖ noise
4	datafusion:vortex-compact	-0.7%	-0.2%	-0.5%	+11.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.0%	-0.2%	+2.2%	+12.0%	➖ noise
4	duckdb:duckdb	-3.7%	-0.2%	-3.5%	+12.3%	➖ noise
4	duckdb:vortex-compact	-10.9%	-0.2%	-10.8%	+11.0%	✅ faster
4	duckdb:vortex-file-compressed	-7.0%	-0.2%	-6.8%	+11.0%	➖ noise
5	datafusion:arrow	+8.1%	-0.4%	+8.5%	+11.0%	➖ noise
5	datafusion:vortex-compact	-0.8%	-0.4%	-0.4%	+11.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.2%	-0.4%	-1.9%	+11.0%	➖ noise
5	duckdb:duckdb	+5.4%	-0.4%	+5.8%	+11.0%	➖ noise
5	duckdb:vortex-compact	+5.4%	-0.4%	+5.7%	+11.0%	➖ noise
5	duckdb:vortex-file-compressed	+16.0%	-0.4%	+16.4%	+11.0%	🚨 regression
6	datafusion:arrow	+13.5%	+5.9%	+7.2%	+13.7%	➖ noise
6	datafusion:vortex-compact	+5.7%	+5.9%	-0.1%	+13.9%	➖ noise
6	datafusion:vortex-file-compressed	-0.2%	+5.9%	-5.7%	+13.4%	➖ noise
6	duckdb:duckdb	+0.1%	+5.9%	-5.5%	+15.8%	➖ noise
6	duckdb:vortex-compact	-30.3%	+5.9%	-34.1%	+20.8%	✅ faster
6	duckdb:vortex-file-compressed	-18.4%	+5.9%	-22.9%	+16.1%	✅ faster
7	datafusion:arrow	+3.9%	-0.5%	+4.4%	+11.1%	➖ noise
7	datafusion:vortex-compact	-0.9%	-0.5%	-0.4%	+11.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.4%	-0.5%	+0.1%	+11.0%	➖ noise
7	duckdb:duckdb	+2.3%	-0.5%	+2.8%	+11.0%	➖ noise
7	duckdb:vortex-compact	-3.1%	-0.5%	-2.7%	+11.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.9%	-0.5%	-3.4%	+11.0%	➖ noise
8	datafusion:arrow	+6.0%	+7.0%	-1.0%	+11.0%	➖ noise
8	datafusion:vortex-compact	+1.3%	+7.0%	-5.3%	+11.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.9%	+7.0%	-5.7%	+11.0%	➖ noise
8	duckdb:duckdb	+0.6%	+7.0%	-6.0%	+11.0%	➖ noise
8	duckdb:vortex-compact	+18.4%	+7.0%	+10.6%	+11.0%	➖ noise
8	duckdb:vortex-file-compressed	+20.9%	+7.0%	+13.0%	+12.4%	🚨 regression
9	datafusion:arrow	-3.6%	-0.8%	-2.9%	+11.0%	➖ noise
9	datafusion:vortex-compact	-2.0%	-0.8%	-1.2%	+11.0%	➖ noise
9	datafusion:vortex-file-compressed	+1.2%	-0.8%	+2.0%	+11.0%	➖ noise
9	duckdb:duckdb	+0.2%	-0.8%	+1.0%	+11.0%	➖ noise
9	duckdb:vortex-compact	-15.4%	-0.8%	-14.7%	+11.0%	✅ faster
9	duckdb:vortex-file-compressed	-16.3%	-0.8%	-15.6%	+11.0%	✅ faster
10	datafusion:arrow	-3.0%	+0.8%	-3.8%	+11.0%	➖ noise
10	datafusion:vortex-compact	+1.4%	+0.8%	+0.5%	+11.0%	➖ noise
10	datafusion:vortex-file-compressed	-2.4%	+0.8%	-3.2%	+11.0%	➖ noise
10	duckdb:duckdb	+1.6%	+0.8%	+0.8%	+11.2%	➖ noise
10	duckdb:vortex-compact	+48.6%	+0.8%	+47.3%	+11.0%	🚨 regression
10	duckdb:vortex-file-compressed	+56.3%	+0.8%	+55.0%	+11.0%	🚨 regression
11	datafusion:arrow	-5.3%	-0.3%	-5.0%	+11.0%	➖ noise
11	datafusion:vortex-compact	+0.2%	-0.3%	+0.5%	+11.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.6%	-0.3%	+0.9%	+11.0%	➖ noise
11	duckdb:duckdb	-0.2%	-0.3%	+0.1%	+11.0%	➖ noise
11	duckdb:vortex-compact	-2.6%	-0.3%	-2.3%	+11.0%	➖ noise
11	duckdb:vortex-file-compressed	-2.3%	-0.3%	-2.0%	+11.0%	➖ noise
12	datafusion:arrow	-2.1%	+12.5%	-13.0%	+18.2%	➖ noise
12	datafusion:vortex-compact	-6.2%	+12.5%	-16.6%	+11.0%	✅ faster
12	datafusion:vortex-file-compressed	+2.6%	+12.5%	-8.8%	+12.7%	➖ noise
12	duckdb:duckdb	-0.4%	+12.5%	-11.5%	+11.0%	✅ faster
12	duckdb:vortex-compact	+19.5%	+12.5%	+6.2%	+11.0%	➖ noise
12	duckdb:vortex-file-compressed	+66.5%	+12.5%	+48.0%	+11.0%	🚨 regression
13	datafusion:arrow	-4.9%	+0.5%	-5.4%	+11.0%	➖ noise
13	datafusion:vortex-compact	-1.5%	+0.5%	-2.1%	+11.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.4%	+0.5%	+0.9%	+11.0%	➖ noise
13	duckdb:duckdb	-3.0%	+0.5%	-3.5%	+11.9%	➖ noise
13	duckdb:vortex-compact	+4.3%	+0.5%	+3.8%	+11.0%	➖ noise
13	duckdb:vortex-file-compressed	+10.4%	+0.5%	+9.8%	+11.0%	➖ noise
14	datafusion:arrow	+1.8%	-4.4%	+6.5%	+12.4%	➖ noise
14	datafusion:vortex-compact	-0.3%	-4.4%	+4.3%	+11.2%	➖ noise
14	datafusion:vortex-file-compressed	+0.7%	-4.4%	+5.4%	+11.0%	➖ noise
14	duckdb:duckdb	-2.1%	-4.4%	+2.4%	+17.5%	➖ noise
14	duckdb:vortex-compact	-12.5%	-4.4%	-8.5%	+11.0%	➖ noise
14	duckdb:vortex-file-compressed	-7.3%	-4.4%	-3.0%	+11.0%	➖ noise
15	datafusion:arrow	+5.6%	+1.0%	+4.6%	+11.0%	➖ noise
15	datafusion:vortex-compact	+0.8%	+1.0%	-0.2%	+12.4%	➖ noise
15	datafusion:vortex-file-compressed	-1.8%	+1.0%	-2.8%	+11.9%	➖ noise
15	duckdb:duckdb	-2.5%	+1.0%	-3.5%	+15.2%	➖ noise
15	duckdb:vortex-compact	+1.5%	+1.0%	+0.5%	+15.1%	➖ noise
15	duckdb:vortex-file-compressed	-1.6%	+1.0%	-2.6%	+12.5%	➖ noise
16	datafusion:arrow	+1.4%	-0.7%	+2.1%	+11.0%	➖ noise
16	datafusion:vortex-compact	-1.1%	-0.7%	-0.4%	+11.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.5%	-0.7%	+1.2%	+11.0%	➖ noise
16	duckdb:duckdb	+1.0%	-0.7%	+1.8%	+11.0%	➖ noise
16	duckdb:vortex-compact	-15.7%	-0.7%	-15.1%	+11.0%	✅ faster
16	duckdb:vortex-file-compressed	-7.9%	-0.7%	-7.2%	+11.0%	➖ noise
17	datafusion:arrow	+1.5%	-1.1%	+2.7%	+11.0%	➖ noise
17	datafusion:vortex-compact	-0.6%	-1.1%	+0.5%	+11.0%	➖ noise
17	datafusion:vortex-file-compressed	-6.3%	-1.1%	-5.2%	+11.0%	➖ noise
17	duckdb:duckdb	+5.3%	-1.1%	+6.5%	+11.0%	➖ noise
17	duckdb:vortex-compact	+115.6%	-1.1%	+118.1%	+11.0%	🚨 regression
17	duckdb:vortex-file-compressed	+139.3%	-1.1%	+142.0%	+11.5%	🚨 regression
18	datafusion:arrow	-1.0%	-2.1%	+1.1%	+11.0%	➖ noise
18	datafusion:vortex-compact	-3.2%	-2.1%	-1.2%	+11.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.1%	-2.1%	-0.0%	+11.0%	➖ noise
18	duckdb:duckdb	+1.2%	-2.1%	+3.3%	+11.0%	➖ noise
18	duckdb:vortex-compact	-0.8%	-2.1%	+1.3%	+11.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.2%	-2.1%	+3.4%	+11.0%	➖ noise
19	datafusion:arrow	+0.6%	+6.5%	-5.6%	+11.9%	➖ noise
19	datafusion:vortex-compact	-1.6%	+6.5%	-7.6%	+12.8%	➖ noise
19	datafusion:vortex-file-compressed	+0.7%	+6.5%	-5.5%	+11.0%	➖ noise
19	duckdb:duckdb	-0.1%	+6.5%	-6.3%	+14.3%	➖ noise
19	duckdb:vortex-compact	-14.1%	+6.5%	-19.4%	+11.5%	✅ faster
19	duckdb:vortex-file-compressed	-22.9%	+6.5%	-27.6%	+13.7%	✅ faster
20	datafusion:arrow	-0.9%	-1.2%	+0.3%	+11.0%	➖ noise
20	datafusion:vortex-compact	-0.8%	-1.2%	+0.3%	+11.0%	➖ noise
20	datafusion:vortex-file-compressed	+5.4%	-1.2%	+6.7%	+12.5%	➖ noise
20	duckdb:duckdb	+2.8%	-1.2%	+4.0%	+11.0%	➖ noise
20	duckdb:vortex-compact	+1.9%	-1.2%	+3.1%	+11.6%	➖ noise
20	duckdb:vortex-file-compressed	+0.4%	-1.2%	+1.6%	+11.0%	➖ noise
21	datafusion:arrow	-2.6%	-4.1%	+1.6%	+11.0%	➖ noise
21	datafusion:vortex-compact	+0.2%	-4.1%	+4.5%	+11.0%	➖ noise
21	datafusion:vortex-file-compressed	-0.0%	-4.1%	+4.3%	+11.0%	➖ noise
21	duckdb:duckdb	+0.4%	-4.1%	+4.7%	+11.0%	➖ noise
21	duckdb:vortex-compact	+12.1%	-4.1%	+16.9%	+11.0%	🚨 regression
21	duckdb:vortex-file-compressed	+13.4%	-4.1%	+18.2%	+11.0%	🚨 regression
22	datafusion:arrow	-3.1%	+0.8%	-3.9%	+11.0%	➖ noise
22	datafusion:vortex-compact	-2.9%	+0.8%	-3.7%	+11.6%	➖ noise
22	datafusion:vortex-file-compressed	+1.5%	+0.8%	+0.7%	+11.0%	➖ noise
22	duckdb:duckdb	+3.2%	+0.8%	+2.3%	+11.0%	➖ noise
22	duckdb:vortex-compact	-15.1%	+0.8%	-15.8%	+11.0%	✅ faster
22	duckdb:vortex-file-compressed	-10.6%	+0.8%	-11.3%	+11.0%	✅ faster

github-actions · 2026-04-30T15:34:15Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.7%
Vortex (geomean): 1.100x ❌
Parquet (geomean): 1.131x ❌
Shifts: Parquet (control) +13.1% · Median polish +10.3%

datafusion / vortex-file-compressed (1.098x ➖, 0↑ 6↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	6027555	5012171	1.20
fineweb_q01/datafusion:vortex-file-compressed 🚨	24931565	21295910	1.17
fineweb_q02/datafusion:vortex-file-compressed 🚨	23669045	21349782	1.11
fineweb_q03/datafusion:vortex-file-compressed	67915815	71885802	0.94
fineweb_q04/datafusion:vortex-file-compressed	245258806	234326346	1.05
fineweb_q05/datafusion:vortex-file-compressed	220099121	215959219	1.02
fineweb_q06/datafusion:vortex-file-compressed 🚨	56650158	51236456	1.11
fineweb_q07/datafusion:vortex-file-compressed 🚨	64697351	55731032	1.16
fineweb_q08/datafusion:vortex-file-compressed 🚨	23578751	20595723	1.14

datafusion / vortex-compact (1.101x ❌, 0↑ 4↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	6463533	5984553	1.08
fineweb_q01/datafusion:vortex-compact	133899296	124688478	1.07
fineweb_q02/datafusion:vortex-compact	132349136	127998654	1.03
fineweb_q03/datafusion:vortex-compact 🚨	1138046564	1010824979	1.13
fineweb_q04/datafusion:vortex-compact 🚨	1260378282	1105979909	1.14
fineweb_q05/datafusion:vortex-compact	1039438031	948320162	1.10
fineweb_q06/datafusion:vortex-compact	572906116	525244936	1.09
fineweb_q07/datafusion:vortex-compact 🚨	622195128	541559871	1.15
fineweb_q08/datafusion:vortex-compact 🚨	21208407	18915035	1.12

datafusion / parquet (1.138x ❌, 0↑ 8↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	6953008	6096856	1.14
fineweb_q01/datafusion:parquet	311621218	284009204	1.10
fineweb_q02/datafusion:parquet 🚨	328557310	289171111	1.14
fineweb_q03/datafusion:parquet 🚨	314823512	279711957	1.13
fineweb_q04/datafusion:parquet 🚨	331209230	295203391	1.12
fineweb_q05/datafusion:parquet 🚨	329134581	294121609	1.12
fineweb_q06/datafusion:parquet 🚨	330478748	287925674	1.15
fineweb_q07/datafusion:parquet 🚨	331999990	277995625	1.19
fineweb_q08/datafusion:parquet 🚨	317240504	273512496	1.16

duckdb / vortex-file-compressed (1.117x ❌, 0↑ 5↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	3570659	3110341	1.15
fineweb_q01/duckdb:vortex-file-compressed	23767947	21718396	1.09
fineweb_q02/duckdb:vortex-file-compressed	22823729	23397818	0.98
fineweb_q03/duckdb:vortex-file-compressed 🚨	161453747	119139064	1.36
fineweb_q04/duckdb:vortex-file-compressed	226704837	215269245	1.05
fineweb_q05/duckdb:vortex-file-compressed	218540140	212871627	1.03
fineweb_q06/duckdb:vortex-file-compressed 🚨	58739151	51280539	1.15
fineweb_q07/duckdb:vortex-file-compressed 🚨	60912700	52231488	1.17
fineweb_q08/duckdb:vortex-file-compressed 🚨	24595821	21877407	1.12

duckdb / vortex-compact (1.086x ➖, 0↑ 3↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4269032	3936249	1.08
fineweb_q01/duckdb:vortex-compact	113442524	112402544	1.01
fineweb_q02/duckdb:vortex-compact	115299111	108260837	1.07
fineweb_q03/duckdb:vortex-compact 🚨	941138714	851112043	1.11
fineweb_q04/duckdb:vortex-compact	980809500	898666148	1.09
fineweb_q05/duckdb:vortex-compact 🚨	894782561	802065179	1.12
fineweb_q06/duckdb:vortex-compact	500494678	475415367	1.05
fineweb_q07/duckdb:vortex-compact	508274455	473286575	1.07
fineweb_q08/duckdb:vortex-compact 🚨	24670083	20749204	1.19

duckdb / parquet (1.124x ❌, 0↑ 3↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚨	32895206	25220581	1.30
fineweb_q01/duckdb:parquet	90379024	87748214	1.03
fineweb_q02/duckdb:parquet 🚨	91663757	83165436	1.10
fineweb_q03/duckdb:parquet	336257425	308369256	1.09
fineweb_q04/duckdb:parquet	468282049	437185560	1.07
fineweb_q05/duckdb:parquet	433572223	408124617	1.06
fineweb_q06/duckdb:parquet	214645565	199034154	1.08
fineweb_q07/duckdb:parquet	223606535	207410850	1.08
fineweb_q08/duckdb:parquet 🚨	37771959	28197486	1.34

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+8.0%	+22.0%	-11.4%	+57.9%	➖ noise
0	datafusion:vortex-file-compressed	+20.3%	+22.0%	-1.4%	+50.6%	➖ noise
0	duckdb:vortex-compact	+8.5%	+22.0%	-11.1%	+111.0%	➖ noise
0	duckdb:vortex-file-compressed	+14.8%	+22.0%	-5.9%	+87.7%	➖ noise
1	datafusion:vortex-compact	+7.4%	+6.3%	+1.0%	+14.5%	➖ noise
1	datafusion:vortex-file-compressed	+17.1%	+6.3%	+10.1%	+24.1%	➖ noise
1	duckdb:vortex-compact	+0.9%	+6.3%	-5.1%	+20.7%	➖ noise
1	duckdb:vortex-file-compressed	+9.4%	+6.3%	+2.9%	+67.9%	➖ noise
2	datafusion:vortex-compact	+3.4%	+11.9%	-7.6%	+14.5%	➖ noise
2	datafusion:vortex-file-compressed	+10.9%	+11.9%	-0.9%	+14.5%	➖ noise
2	duckdb:vortex-compact	+6.5%	+11.9%	-4.8%	+14.5%	➖ noise
2	duckdb:vortex-file-compressed	-2.5%	+11.9%	-12.8%	+14.5%	✅ faster
3	datafusion:vortex-compact	+12.6%	+10.8%	+1.6%	+14.5%	➖ noise
3	datafusion:vortex-file-compressed	-5.5%	+10.8%	-14.7%	+56.4%	➖ noise
3	duckdb:vortex-compact	+10.6%	+10.8%	-0.2%	+14.5%	➖ noise
3	duckdb:vortex-file-compressed	+35.5%	+10.8%	+22.3%	+28.2%	➖ noise
4	datafusion:vortex-compact	+14.0%	+9.6%	+4.0%	+14.5%	➖ noise
4	datafusion:vortex-file-compressed	+4.7%	+9.6%	-4.5%	+14.5%	➖ noise
4	duckdb:vortex-compact	+9.1%	+9.6%	-0.4%	+14.5%	➖ noise
4	duckdb:vortex-file-compressed	+5.3%	+9.6%	-3.9%	+14.5%	➖ noise
5	datafusion:vortex-compact	+9.6%	+9.0%	+0.5%	+14.5%	➖ noise
5	datafusion:vortex-file-compressed	+1.9%	+9.0%	-6.5%	+14.5%	➖ noise
5	duckdb:vortex-compact	+11.6%	+9.0%	+2.3%	+14.5%	➖ noise
5	duckdb:vortex-file-compressed	+2.7%	+9.0%	-5.8%	+14.5%	➖ noise
6	datafusion:vortex-compact	+9.1%	+11.3%	-2.0%	+14.5%	➖ noise
6	datafusion:vortex-file-compressed	+10.6%	+11.3%	-0.6%	+14.5%	➖ noise
6	duckdb:vortex-compact	+5.3%	+11.3%	-5.4%	+14.5%	➖ noise
6	duckdb:vortex-file-compressed	+14.5%	+11.3%	+3.0%	+17.2%	➖ noise
7	datafusion:vortex-compact	+14.9%	+13.5%	+1.3%	+14.5%	➖ noise
7	datafusion:vortex-file-compressed	+16.1%	+13.5%	+2.3%	+23.0%	➖ noise
7	duckdb:vortex-compact	+7.4%	+13.5%	-5.4%	+14.5%	➖ noise
7	duckdb:vortex-file-compressed	+16.6%	+13.5%	+2.8%	+14.5%	➖ noise
8	datafusion:vortex-compact	+12.1%	+24.6%	-10.0%	+19.2%	➖ noise
8	datafusion:vortex-file-compressed	+14.5%	+24.6%	-8.2%	+14.5%	➖ noise
8	duckdb:vortex-compact	+18.9%	+24.6%	-4.6%	+58.1%	➖ noise
8	duckdb:vortex-file-compressed	+12.4%	+24.6%	-9.8%	+14.5%	➖ noise

github-actions · 2026-04-30T15:34:18Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-04-30T15:37:20Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 1.081x ➖
Parquet (geomean): 1.082x ➖
Shifts: Parquet (control) +8.2% · Median polish +8.2%

datafusion / vortex-file-compressed (1.089x ➖, 0↑ 39↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚨	28794038	25918858	1.11
tpcds_q02/datafusion:vortex-file-compressed	49682502	46940003	1.06
tpcds_q03/datafusion:vortex-file-compressed 🚨	16771768	15142815	1.11
tpcds_q04/datafusion:vortex-file-compressed 🚨	277740421	247808811	1.12
tpcds_q05/datafusion:vortex-file-compressed 🚨	47525118	43033381	1.10
tpcds_q06/datafusion:vortex-file-compressed	61112814	58820230	1.04
tpcds_q07/datafusion:vortex-file-compressed 🚨	45669380	40746701	1.12
tpcds_q08/datafusion:vortex-file-compressed	30927687	28748362	1.08
tpcds_q09/datafusion:vortex-file-compressed	46585626	43668440	1.07
tpcds_q10/datafusion:vortex-file-compressed 🚨	42339756	37903892	1.12
tpcds_q11/datafusion:vortex-file-compressed	136419164	129791243	1.05
tpcds_q12/datafusion:vortex-file-compressed	20581788	19037425	1.08
tpcds_q13/datafusion:vortex-file-compressed	48901608	44562277	1.10
tpcds_q14/datafusion:vortex-file-compressed	189430427	175993174	1.08
tpcds_q15/datafusion:vortex-file-compressed 🚨	33223713	28011433	1.19
tpcds_q16/datafusion:vortex-file-compressed	30240629	28388087	1.07
tpcds_q17/datafusion:vortex-file-compressed	65227954	63515931	1.03
tpcds_q18/datafusion:vortex-file-compressed	75835162	69691350	1.09
tpcds_q19/datafusion:vortex-file-compressed	23475806	21737378	1.08
tpcds_q20/datafusion:vortex-file-compressed	`2406578`	21924505	1.10
tpcds_q21/datafusion:vortex-file-compressed 🚨	39730807	35628403	1.12
tpcds_q22/datafusion:vortex-file-compressed 🚨	124957462	112035356	1.12
tpcds_q23/datafusion:vortex-file-compressed 🚨	175466790	151326710	1.16
tpcds_q24/datafusion:vortex-file-compressed	91125183	83853175	1.09
tpcds_q25/datafusion:vortex-file-compressed	69317133	67003972	1.03
tpcds_q26/datafusion:vortex-file-compressed	36291206	34527133	1.05
tpcds_q27/datafusion:vortex-file-compressed 🚨	121447319	104506381	1.16
tpcds_q28/datafusion:vortex-file-compressed	41613047	41675995	1.00
tpcds_q29/datafusion:vortex-file-compressed	65869518	62157487	1.06
tpcds_q30/datafusion:vortex-file-compressed	24163155	23084044	1.05
tpcds_q31/datafusion:vortex-file-compressed	80453925	73830991	1.09
tpcds_q32/datafusion:vortex-file-compressed 🚨	23455529	20186875	1.16
tpcds_q33/datafusion:vortex-file-compressed	32287800	29528934	1.09
tpcds_q34/datafusion:vortex-file-compressed	25560266	23910949	1.07
tpcds_q35/datafusion:vortex-file-compressed	49722414	46055874	1.08
tpcds_q36/datafusion:vortex-file-compressed	61450205	57781054	1.06
tpcds_q37/datafusion:vortex-file-compressed	27856835	26098156	1.07
tpcds_q38/datafusion:vortex-file-compressed 🚨	49140769	44533586	1.10
tpcds_q39/datafusion:vortex-file-compressed 🚨	117011473	104174176	1.12
tpcds_q40/datafusion:vortex-file-compressed 🚨	38696466	32865768	1.18
tpcds_q41/datafusion:vortex-file-compressed 🚨	17607842	15416885	1.14
tpcds_q42/datafusion:vortex-file-compressed	15577684	14600734	1.07
tpcds_q43/datafusion:vortex-file-compressed	20232874	18526964	1.09
tpcds_q44/datafusion:vortex-file-compressed	34288296	31799422	1.08
tpcds_q45/datafusion:vortex-file-compressed 🚨	29573912	26568264	1.11
tpcds_q46/datafusion:vortex-file-compressed	36468676	34884348	1.05
tpcds_q47/datafusion:vortex-file-compressed 🚨	146115765	131320369	1.11
tpcds_q48/datafusion:vortex-file-compressed	40795072	41221552	0.99
tpcds_q49/datafusion:vortex-file-compressed	61984958	59075351	1.05
tpcds_q50/datafusion:vortex-file-compressed	41974242	38902023	1.08
tpcds_q51/datafusion:vortex-file-compressed	93660105	88826389	1.05
tpcds_q52/datafusion:vortex-file-compressed	15013757	15083378	1.00
tpcds_q53/datafusion:vortex-file-compressed	23298282	21452096	1.09
tpcds_q54/datafusion:vortex-file-compressed	37126244	34336035	1.08
tpcds_q55/datafusion:vortex-file-compressed	14900082	13727070	1.09
tpcds_q56/datafusion:vortex-file-compressed	31609683	29502439	1.07
tpcds_q57/datafusion:vortex-file-compressed 🚨	119494758	106436431	1.12
tpcds_q58/datafusion:vortex-file-compressed 🚨	59285357	52425518	1.13
tpcds_q59/datafusion:vortex-file-compressed	60862293	56551092	1.08
tpcds_q60/datafusion:vortex-file-compressed	30667712	29890704	1.03
tpcds_q61/datafusion:vortex-file-compressed	42720827	42029386	1.02
tpcds_q62/datafusion:vortex-file-compressed	23565029	22506684	1.05
tpcds_q63/datafusion:vortex-file-compressed	22635151	21488550	1.05
tpcds_q64/datafusion:vortex-file-compressed	453745878	416885459	1.09
tpcds_q65/datafusion:vortex-file-compressed	42377061	39763578	1.07
tpcds_q66/datafusion:vortex-file-compressed	75445703	73974199	1.02
tpcds_q67/datafusion:vortex-file-compressed 🚨	160995898	145368007	1.11
tpcds_q68/datafusion:vortex-file-compressed	35303278	33454086	1.06
tpcds_q69/datafusion:vortex-file-compressed	40634562	37702712	1.08
tpcds_q70/datafusion:vortex-file-compressed	92733878	84370643	1.10
tpcds_q71/datafusion:vortex-file-compressed	24702073	22816830	1.08
tpcds_q72/datafusion:vortex-file-compressed 🚨	2388909710	2128630305	1.12
tpcds_q73/datafusion:vortex-file-compressed 🚨	25542952	22655375	1.13
tpcds_q74/datafusion:vortex-file-compressed 🚨	86735104	78212483	1.11
tpcds_q75/datafusion:vortex-file-compressed 🚨	116920792	105862820	1.10
tpcds_q76/datafusion:vortex-file-compressed 🚨	26799120	23564210	1.14
tpcds_q77/datafusion:vortex-file-compressed	43199432	39494367	1.09
tpcds_q78/datafusion:vortex-file-compressed	132504393	125169433	1.06
tpcds_q79/datafusion:vortex-file-compressed 🚨	30721333	27704455	1.11
tpcds_q80/datafusion:vortex-file-compressed 🚨	102536357	91974092	1.11
tpcds_q81/datafusion:vortex-file-compressed 🚨	27721049	23431162	1.18
tpcds_q82/datafusion:vortex-file-compressed	28573250	27112712	1.05
tpcds_q83/datafusion:vortex-file-compressed 🚨	36105377	32398424	1.11
tpcds_q84/datafusion:vortex-file-compressed 🚨	14973273	13145304	1.14
tpcds_q85/datafusion:vortex-file-compressed 🚨	107326940	93077079	1.15
tpcds_q86/datafusion:vortex-file-compressed	16614318	15485380	1.07
tpcds_q87/datafusion:vortex-file-compressed	47837884	44767600	1.07
tpcds_q88/datafusion:vortex-file-compressed 🚨	60992826	54585539	1.12
tpcds_q89/datafusion:vortex-file-compressed	25612071	24193333	1.06
tpcds_q90/datafusion:vortex-file-compressed 🚨	16827342	14360672	1.17
tpcds_q91/datafusion:vortex-file-compressed 🚨	20213066	17716212	1.14
tpcds_q92/datafusion:vortex-file-compressed 🚨	21797263	18423752	1.18
tpcds_q93/datafusion:vortex-file-compressed	35354220	33125395	1.07
tpcds_q94/datafusion:vortex-file-compressed	24786896	24321453	1.02
tpcds_q95/datafusion:vortex-file-compressed	64070614	61223800	1.05
tpcds_q96/datafusion:vortex-file-compressed 🚨	14912815	13302105	1.12
tpcds_q97/datafusion:vortex-file-compressed 🚨	35455926	32172083	1.10
tpcds_q98/datafusion:vortex-file-compressed 🚨	26682865	23143963	1.15
tpcds_q99/datafusion:vortex-file-compressed	34565855	32206621	1.07

datafusion / vortex-compact (1.084x ➖, 0↑ 35↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	27104988	25980516	1.04
tpcds_q02/datafusion:vortex-compact	55810502	53212349	1.05
tpcds_q03/datafusion:vortex-compact	20622128	19390135	1.06
tpcds_q04/datafusion:vortex-compact	317312402	297710606	1.07
tpcds_q05/datafusion:vortex-compact	49884693	48084073	1.04
tpcds_q06/datafusion:vortex-compact	65450938	60503679	1.08
tpcds_q07/datafusion:vortex-compact	56595561	51973739	1.09
tpcds_q08/datafusion:vortex-compact	37376934	35847192	1.04
tpcds_q09/datafusion:vortex-compact	63481702	62447026	1.02
tpcds_q10/datafusion:vortex-compact	52796541	50698360	1.04
tpcds_q11/datafusion:vortex-compact 🚨	172839541	154091149	1.12
tpcds_q12/datafusion:vortex-compact	24569510	25752688	0.95
tpcds_q13/datafusion:vortex-compact	95068359	94606544	1.00
tpcds_q14/datafusion:vortex-compact	204972009	192077170	1.07
tpcds_q15/datafusion:vortex-compact 🚨	34792303	30086795	1.16
tpcds_q16/datafusion:vortex-compact	35988532	32903220	1.09
tpcds_q17/datafusion:vortex-compact 🚨	81644722	72328304	1.13
tpcds_q18/datafusion:vortex-compact	85591221	78715303	1.09
tpcds_q19/datafusion:vortex-compact	31305054	28938883	1.08
tpcds_q20/datafusion:vortex-compact	27604738	26227420	1.05
tpcds_q21/datafusion:vortex-compact	40861361	39346368	1.04
tpcds_q22/datafusion:vortex-compact	133562714	122230378	1.09
tpcds_q23/datafusion:vortex-compact	175401332	162171602	1.08
tpcds_q24/datafusion:vortex-compact	106155563	99238059	1.07
tpcds_q25/datafusion:vortex-compact 🚨	86856331	77219066	1.12
tpcds_q26/datafusion:vortex-compact	46125215	45702301	1.01
tpcds_q27/datafusion:vortex-compact 🚨	142572368	125055579	1.14
tpcds_q28/datafusion:vortex-compact	80529431	78711617	1.02
tpcds_q29/datafusion:vortex-compact	76994370	72139152	1.07
tpcds_q30/datafusion:vortex-compact 🚨	30350671	27256041	1.11
tpcds_q31/datafusion:vortex-compact	104429082	96214483	1.09
tpcds_q32/datafusion:vortex-compact 🚨	29048902	24844535	1.17
tpcds_q33/datafusion:vortex-compact	38048750	36301899	1.05
tpcds_q34/datafusion:vortex-compact	33823231	31921386	1.06
tpcds_q35/datafusion:vortex-compact	53287236	50730721	1.05
tpcds_q36/datafusion:vortex-compact	78884094	75039807	1.05
tpcds_q37/datafusion:vortex-compact	41430587	40263131	1.03
tpcds_q38/datafusion:vortex-compact	54821228	50655208	1.08
tpcds_q39/datafusion:vortex-compact 🚨	127691806	109603694	1.17
tpcds_q40/datafusion:vortex-compact 🚨	42008203	36556862	1.15
tpcds_q41/datafusion:vortex-compact 🚨	19361821	17525176	1.10
tpcds_q42/datafusion:vortex-compact 🚨	19748948	17932502	1.10
tpcds_q43/datafusion:vortex-compact	25379237	24530902	1.03
tpcds_q44/datafusion:vortex-compact 🚨	52860355	47352578	1.12
tpcds_q45/datafusion:vortex-compact	33435865	31375442	1.07
tpcds_q46/datafusion:vortex-compact 🚨	48659387	44186876	1.10
tpcds_q47/datafusion:vortex-compact	161292384	147424059	1.09
tpcds_q48/datafusion:vortex-compact	73837088	71440964	1.03
tpcds_q49/datafusion:vortex-compact	72136136	67796601	1.06
tpcds_q50/datafusion:vortex-compact 🚨	54376805	46061442	1.18
tpcds_q51/datafusion:vortex-compact	101350593	95587053	1.06
tpcds_q52/datafusion:vortex-compact	19396162	19747556	0.98
tpcds_q53/datafusion:vortex-compact	29658405	27214549	1.09
tpcds_q54/datafusion:vortex-compact 🚨	46839713	42001122	1.12
tpcds_q55/datafusion:vortex-compact 🚨	20570635	17957756	1.15
tpcds_q56/datafusion:vortex-compact 🚨	39632859	34596492	1.15
tpcds_q57/datafusion:vortex-compact	124711354	115072582	1.08
tpcds_q58/datafusion:vortex-compact 🚨	67589681	60231664	1.12
tpcds_q59/datafusion:vortex-compact	72724604	68711385	1.06
tpcds_q60/datafusion:vortex-compact	37592590	36363112	1.03
tpcds_q61/datafusion:vortex-compact	56985625	55398654	1.03
tpcds_q62/datafusion:vortex-compact	29195032	31351644	0.93
tpcds_q63/datafusion:vortex-compact 🚨	30537309	27339018	1.12
tpcds_q64/datafusion:vortex-compact	488960820	452942212	1.08
tpcds_q65/datafusion:vortex-compact	58457508	53431003	1.09
tpcds_q66/datafusion:vortex-compact	80755789	76534825	1.06
tpcds_q67/datafusion:vortex-compact	161127925	152784023	1.05
tpcds_q68/datafusion:vortex-compact	46560356	44579187	1.04
tpcds_q69/datafusion:vortex-compact	49528024	47552161	1.04
tpcds_q70/datafusion:vortex-compact	103074414	97854175	1.05
tpcds_q71/datafusion:vortex-compact	30187795	29011368	1.04
tpcds_q72/datafusion:vortex-compact 🚨	2411486493	2116294403	1.14
tpcds_q73/datafusion:vortex-compact 🚨	33604051	30441065	1.10
tpcds_q74/datafusion:vortex-compact	97547793	91989009	1.06
tpcds_q75/datafusion:vortex-compact	137169785	125620461	1.09
tpcds_q76/datafusion:vortex-compact 🚨	35316902	31373541	1.13
tpcds_q77/datafusion:vortex-compact	53269085	49723060	1.07
tpcds_q78/datafusion:vortex-compact 🚨	158827655	136176100	1.17
tpcds_q79/datafusion:vortex-compact 🚨	41405066	37020192	1.12
tpcds_q80/datafusion:vortex-compact 🚨	130220614	101646638	1.28
tpcds_q81/datafusion:vortex-compact	30207410	28657530	1.05
tpcds_q82/datafusion:vortex-compact	43604155	40785644	1.07
tpcds_q83/datafusion:vortex-compact 🚨	41051570	32707122	1.26
tpcds_q84/datafusion:vortex-compact 🚨	16643698	14334660	1.16
tpcds_q85/datafusion:vortex-compact	142598659	130280070	1.09
tpcds_q86/datafusion:vortex-compact 🚨	20160708	18317038	1.10
tpcds_q87/datafusion:vortex-compact	55060576	52097747	1.06
tpcds_q88/datafusion:vortex-compact	81630785	76227596	1.07
tpcds_q89/datafusion:vortex-compact	33629581	31516632	1.07
tpcds_q90/datafusion:vortex-compact 🚨	17604601	15235207	1.16
tpcds_q91/datafusion:vortex-compact 🚨	35165497	31807979	1.11
tpcds_q92/datafusion:vortex-compact 🚨	26737935	24169061	1.11
tpcds_q93/datafusion:vortex-compact	41657521	38109583	1.09
tpcds_q94/datafusion:vortex-compact	28504261	26512188	1.08
tpcds_q95/datafusion:vortex-compact 🚨	70681616	62784254	1.13
tpcds_q96/datafusion:vortex-compact 🚨	19337080	16965980	1.14
tpcds_q97/datafusion:vortex-compact	40459708	36965130	1.09
tpcds_q98/datafusion:vortex-compact 🚨	34084777	29452607	1.16
tpcds_q99/datafusion:vortex-compact 🚨	34795052	31249267	1.11

datafusion / parquet (1.091x ➖, 0↑ 35↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚨	33341296	28792909	1.16
tpcds_q02/datafusion:parquet	43749358	43458548	1.01
tpcds_q03/datafusion:parquet	13692908	12629798	1.08
tpcds_q04/datafusion:parquet	287032935	280871827	1.02
tpcds_q05/datafusion:parquet	43316628	41702381	1.04
tpcds_q06/datafusion:parquet	63928221	58453088	1.09
tpcds_q07/datafusion:parquet 🚨	83439479	75566693	1.10
tpcds_q08/datafusion:parquet 🚨	28453423	25125675	1.13
tpcds_q09/datafusion:parquet	47780137	43759193	1.09
tpcds_q10/datafusion:parquet 🚨	80627321	66235832	1.22
tpcds_q11/datafusion:parquet	160524792	148568534	1.08
tpcds_q12/datafusion:parquet	18364256	17401525	1.06
tpcds_q13/datafusion:parquet	79430990	73341339	1.08
tpcds_q14/datafusion:parquet	166263203	157650437	1.05
tpcds_q15/datafusion:parquet	22296155	20916627	1.07
tpcds_q16/datafusion:parquet 🚨	26572992	23536933	1.13
tpcds_q17/datafusion:parquet	66749794	67127359	0.99
tpcds_q18/datafusion:parquet	119106565	115647108	1.03
tpcds_q19/datafusion:parquet 🚨	26458269	22098658	1.20
tpcds_q20/datafusion:parquet 🚨	20536032	16552964	1.24
tpcds_q21/datafusion:parquet 🚨	22692667	18180184	1.25
tpcds_q22/datafusion:parquet 🚨	181270650	135275650	1.34
tpcds_q23/datafusion:parquet 🚨	165564390	141400876	1.17
tpcds_q24/datafusion:parquet	95653027	89093808	1.07
tpcds_q25/datafusion:parquet	69426278	63340249	1.10
tpcds_q26/datafusion:parquet	70202653	63940884	1.10
tpcds_q27/datafusion:parquet 🚨	162342518	143711824	1.13
tpcds_q28/datafusion:parquet	46719438	42684825	1.09
tpcds_q29/datafusion:parquet	68751874	65600024	1.05
tpcds_q30/datafusion:parquet	35767028	34855276	1.03
tpcds_q31/datafusion:parquet 🚨	67444634	61272233	1.10
tpcds_q32/datafusion:parquet 🚨	19806614	17705114	1.12
tpcds_q33/datafusion:parquet	27714350	26212017	1.06
tpcds_q34/datafusion:parquet	21701316	20538071	1.06
tpcds_q35/datafusion:parquet	72926638	68148795	1.07
tpcds_q36/datafusion:parquet 🚨	62228305	56308931	1.11
tpcds_q37/datafusion:parquet	19605396	18751534	1.05
tpcds_q38/datafusion:parquet	42886035	40277232	1.06
tpcds_q39/datafusion:parquet	76900931	73144510	1.05
tpcds_q40/datafusion:parquet	24982172	23218295	1.08
tpcds_q41/datafusion:parquet	14488015	13875083	1.04
tpcds_q42/datafusion:parquet	12506152	11976768	1.04
tpcds_q43/datafusion:parquet	18027006	16609715	1.09
tpcds_q44/datafusion:parquet	32904409	32052749	1.03
tpcds_q45/datafusion:parquet	29360998	28080930	1.05
tpcds_q46/datafusion:parquet 🚨	34821986	31542884	1.10
tpcds_q47/datafusion:parquet 🚨	135844652	122338411	1.11
tpcds_q48/datafusion:parquet	74924325	69188303	1.08
tpcds_q49/datafusion:parquet 🚨	59589680	53827408	1.11
tpcds_q50/datafusion:parquet	44929423	42735135	1.05
tpcds_q51/datafusion:parquet 🚨	93052215	84534426	1.10
tpcds_q52/datafusion:parquet	12257032	11447202	1.07
tpcds_q53/datafusion:parquet	19008808	17307716	1.10
tpcds_q54/datafusion:parquet	36372113	33965926	1.07
tpcds_q55/datafusion:parquet 🚨	12285393	10935641	1.12
tpcds_q56/datafusion:parquet	28525236	26695881	1.07
tpcds_q57/datafusion:parquet 🚨	107230543	91080602	1.18
tpcds_q58/datafusion:parquet	54879900	50949391	1.08
tpcds_q59/datafusion:parquet	60929784	56919978	1.07
tpcds_q60/datafusion:parquet	27822954	27718556	1.00
tpcds_q61/datafusion:parquet	43686575	42351166	1.03
tpcds_q62/datafusion:parquet 🚨	28301364	24297971	1.16
tpcds_q63/datafusion:parquet	19073800	17484652	1.09
tpcds_q64/datafusion:parquet	553137868	503768587	1.10
tpcds_q65/datafusion:parquet	39899221	36913032	1.08
tpcds_q66/datafusion:parquet	74343796	69429151	1.07
tpcds_q67/datafusion:parquet	151312338	144622660	1.05
tpcds_q68/datafusion:parquet	32964121	31854348	1.03
tpcds_q69/datafusion:parquet	68064629	66259533	1.03
tpcds_q70/datafusion:parquet 🚨	92714178	82682756	1.12
tpcds_q71/datafusion:parquet	22796353	21555309	1.06
tpcds_q72/datafusion:parquet 🚨	700000169	610734364	1.15
tpcds_q73/datafusion:parquet	22511707	20714471	1.09
tpcds_q74/datafusion:parquet 🚨	89576075	77901275	1.15
tpcds_q75/datafusion:parquet 🚨	108576499	98525972	1.10
tpcds_q76/datafusion:parquet 🚨	34060372	28948271	1.18
tpcds_q77/datafusion:parquet 🚨	41670507	37808359	1.10
tpcds_q78/datafusion:parquet 🚨	130315142	110904693	1.18
tpcds_q79/datafusion:parquet	27581357	27605526	1.00
tpcds_q80/datafusion:parquet	85273997	77824183	1.10
tpcds_q81/datafusion:parquet 🚨	34977725	30999883	1.13
tpcds_q82/datafusion:parquet	19932965	18674027	1.07
tpcds_q83/datafusion:parquet	37627899	36797699	1.02
tpcds_q84/datafusion:parquet	41555158	38790343	1.07
tpcds_q85/datafusion:parquet	157124381	146593546	1.07
tpcds_q86/datafusion:parquet 🚨	17279751	13984975	1.24
tpcds_q87/datafusion:parquet 🚨	44000340	39702911	1.11
tpcds_q88/datafusion:parquet	60151729	58447745	1.03
tpcds_q89/datafusion:parquet	22310505	20632148	1.08
tpcds_q90/datafusion:parquet 🚨	15922889	14202095	1.12
tpcds_q91/datafusion:parquet	62192109	58045144	1.07
tpcds_q92/datafusion:parquet 🚨	20238876	18009633	1.12
tpcds_q93/datafusion:parquet	34246782	31210870	1.10
tpcds_q94/datafusion:parquet	21404629	20334439	1.05
tpcds_q95/datafusion:parquet 🚨	63872985	57800911	1.11
tpcds_q96/datafusion:parquet 🚨	13583498	11308380	1.20
tpcds_q97/datafusion:parquet	32375837	29495062	1.10
tpcds_q98/datafusion:parquet	21670935	21239611	1.02
tpcds_q99/datafusion:parquet	27095656	25729077	1.05

duckdb / vortex-file-compressed (1.087x ➖, 12↑ 47↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚨	26323266	20815383	1.26
tpcds_q02/duckdb:vortex-file-compressed	33618171	36436985	0.92
tpcds_q03/duckdb:vortex-file-compressed	32105957	31641290	1.01
tpcds_q04/duckdb:vortex-file-compressed	99392044	108268401	0.92
tpcds_q05/duckdb:vortex-file-compressed	37263965	35844667	1.04
tpcds_q06/duckdb:vortex-file-compressed	34034269	31993431	1.06
tpcds_q07/duckdb:vortex-file-compressed 🚨	27697616	19207707	1.44
tpcds_q08/duckdb:vortex-file-compressed 🚨	33523041	28483739	1.18
tpcds_q09/duckdb:vortex-file-compressed 🚀	17759210	37299964	0.48
tpcds_q10/duckdb:vortex-file-compressed	39691888	39468698	1.01
tpcds_q11/duckdb:vortex-file-compressed	66656085	60986679	1.09
tpcds_q12/duckdb:vortex-file-compressed	14249742	13821890	1.03
tpcds_q13/duckdb:vortex-file-compressed 🚨	47694832	31926436	1.49
tpcds_q14/duckdb:vortex-file-compressed	107352070	105407411	1.02
tpcds_q15/duckdb:vortex-file-compressed	28367352	25923848	1.09
tpcds_q16/duckdb:vortex-file-compressed 🚨	38422757	26443979	1.45
tpcds_q17/duckdb:vortex-file-compressed	43006257	42282950	1.02
tpcds_q18/duckdb:vortex-file-compressed	43127560	46798536	0.92
tpcds_q19/duckdb:vortex-file-compressed 🚨	129288168	31727532	4.07
tpcds_q20/duckdb:vortex-file-compressed	15552560	14912637	1.04
tpcds_q21/duckdb:vortex-file-compressed	18101457	16812002	1.08
tpcds_q22/duckdb:vortex-file-compressed 🚨	83610056	70315797	1.19
tpcds_q23/duckdb:vortex-file-compressed 🚨	133871270	107622528	1.24
tpcds_q24/duckdb:vortex-file-compressed	50837635	47154003	1.08
tpcds_q25/duckdb:vortex-file-compressed 🚀	41471905	47345463	0.88
tpcds_q26/duckdb:vortex-file-compressed 🚀	22484624	40230617	0.56
tpcds_q27/duckdb:vortex-file-compressed 🚀	28504562	46081594	0.62
tpcds_q28/duckdb:vortex-file-compressed 🚀	14908859	34434839	0.43
tpcds_q29/duckdb:vortex-file-compressed 🚨	63822532	41626715	1.53
tpcds_q30/duckdb:vortex-file-compressed	24518397	23185278	1.06
tpcds_q31/duckdb:vortex-file-compressed 🚀	29418667	34793071	0.85
tpcds_q32/duckdb:vortex-file-compressed 🚨	17781541	13564601	1.31
tpcds_q33/duckdb:vortex-file-compressed 🚨	27020419	23447465	1.15
tpcds_q34/duckdb:vortex-file-compressed 🚨	25320221	22738459	1.11
tpcds_q35/duckdb:vortex-file-compressed 🚀	52632278	63840173	0.82
tpcds_q36/duckdb:vortex-file-compressed 🚨	27679115	24119730	1.15
tpcds_q37/duckdb:vortex-file-compressed	16005549	14825436	1.08
tpcds_q38/duckdb:vortex-file-compressed	38149539	37033305	1.03
tpcds_q39/duckdb:vortex-file-compressed	34566162	34891535	0.99
tpcds_q40/duckdb:vortex-file-compressed 🚨	21476241	18623723	1.15
tpcds_q41/duckdb:vortex-file-compressed	11792739	12678822	0.93
tpcds_q42/duckdb:vortex-file-compressed 🚨	14659936	12620553	1.16
tpcds_q43/duckdb:vortex-file-compressed	24833156	22753624	1.09
tpcds_q44/duckdb:vortex-file-compressed	22810262	21117819	1.08
tpcds_q45/duckdb:vortex-file-compressed 🚨	32941071	27934157	1.18
tpcds_q46/duckdb:vortex-file-compressed 🚀	32912993	49760673	0.66
tpcds_q47/duckdb:vortex-file-compressed 🚨	51870047	46665535	1.11
tpcds_q48/duckdb:vortex-file-compressed 🚨	44629741	29482566	1.51
tpcds_q49/duckdb:vortex-file-compressed	31577177	32709797	0.97
tpcds_q50/duckdb:vortex-file-compressed 🚨	36885923	32814276	1.12
tpcds_q51/duckdb:vortex-file-compressed	99612116	95905311	1.04
tpcds_q52/duckdb:vortex-file-compressed	13131722	13224271	0.99
tpcds_q53/duckdb:vortex-file-compressed	23780897	22452415	1.06
tpcds_q54/duckdb:vortex-file-compressed 🚨	34024316	27321842	1.25
tpcds_q55/duckdb:vortex-file-compressed 🚨	14768145	12940310	1.14
tpcds_q56/duckdb:vortex-file-compressed 🚨	28736376	23233490	1.24
tpcds_q57/duckdb:vortex-file-compressed	40047658	39132622	1.02
tpcds_q58/duckdb:vortex-file-compressed	31452287	30635991	1.03
tpcds_q59/duckdb:vortex-file-compressed 🚨	77084385	67458802	1.14
tpcds_q60/duckdb:vortex-file-compressed 🚨	27917681	25268915	1.10
tpcds_q61/duckdb:vortex-file-compressed 🚨	36129701	32531076	1.11
tpcds_q62/duckdb:vortex-file-compressed 🚨	18774126	16074006	1.17
tpcds_q63/duckdb:vortex-file-compressed 🚨	22527901	20435035	1.10
tpcds_q64/duckdb:vortex-file-compressed 🚨	93757093	81858427	1.15
tpcds_q65/duckdb:vortex-file-compressed 🚨	40025707	21758162	1.84
tpcds_q66/duckdb:vortex-file-compressed	30796041	28847182	1.07
tpcds_q67/duckdb:vortex-file-compressed 🚨	150437776	133707830	1.13
tpcds_q68/duckdb:vortex-file-compressed 🚀	34922909	38914917	0.90
tpcds_q69/duckdb:vortex-file-compressed 🚨	47715707	42557030	1.12
tpcds_q70/duckdb:vortex-file-compressed 🚨	43505932	24593502	1.77
tpcds_q71/duckdb:vortex-file-compressed	21765181	20165584	1.08
tpcds_q72/duckdb:vortex-file-compressed 🚀	145912019	174345168	0.84
tpcds_q73/duckdb:vortex-file-compressed 🚨	28764063	22703639	1.27
tpcds_q74/duckdb:vortex-file-compressed 🚀	48449654	73305308	0.66
tpcds_q75/duckdb:vortex-file-compressed	54149578	56156402	0.96
tpcds_q76/duckdb:vortex-file-compressed 🚨	21488755	17071100	1.26
tpcds_q77/duckdb:vortex-file-compressed 🚨	26951896	23675673	1.14
tpcds_q78/duckdb:vortex-file-compressed 🚨	87292846	74929693	1.16
tpcds_q79/duckdb:vortex-file-compressed	30067137	31595346	0.95
tpcds_q80/duckdb:vortex-file-compressed	49416268	47102342	1.05
tpcds_q81/duckdb:vortex-file-compressed 🚨	30659722	27338729	1.12
tpcds_q82/duckdb:vortex-file-compressed 🚨	18505844	16694139	1.11
tpcds_q83/duckdb:vortex-file-compressed 🚨	29922006	23912111	1.25
tpcds_q84/duckdb:vortex-file-compressed 🚨	34550023	18322444	1.89
tpcds_q85/duckdb:vortex-file-compressed 🚨	55314029	45871453	1.21
tpcds_q86/duckdb:vortex-file-compressed 🚨	18138559	15960674	1.14
tpcds_q87/duckdb:vortex-file-compressed 🚨	43489725	39255486	1.11
tpcds_q88/duckdb:vortex-file-compressed	33292194	32475371	1.03
tpcds_q89/duckdb:vortex-file-compressed	24201199	23100482	1.05
tpcds_q90/duckdb:vortex-file-compressed	12344040	12800608	0.96
tpcds_q91/duckdb:vortex-file-compressed 🚀	22896721	30784779	0.74
tpcds_q92/duckdb:vortex-file-compressed	20891850	20726810	1.01
tpcds_q93/duckdb:vortex-file-compressed	29802154	27748927	1.07
tpcds_q94/duckdb:vortex-file-compressed 🚨	47382482	22602893	2.10
tpcds_q95/duckdb:vortex-file-compressed 🚨	213232017	133093756	1.60
tpcds_q96/duckdb:vortex-file-compressed 🚨	14659148	12213024	1.20
tpcds_q97/duckdb:vortex-file-compressed	36226516	38152027	0.95
tpcds_q98/duckdb:vortex-file-compressed 🚨	20241300	17787372	1.14
tpcds_q99/duckdb:vortex-file-compressed	28079635	26986307	1.04

duckdb / vortex-compact (1.065x ➖, 12↑ 37↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚨	30481351	22907668	1.33
tpcds_q02/duckdb:vortex-compact 🚨	45624416	39964208	1.14
tpcds_q03/duckdb:vortex-compact	58131275	55374566	1.05
tpcds_q04/duckdb:vortex-compact	107972220	118452132	0.91
tpcds_q05/duckdb:vortex-compact	51736143	50090820	1.03
tpcds_q06/duckdb:vortex-compact	40820002	38915608	1.05
tpcds_q07/duckdb:vortex-compact 🚨	49052548	32861416	1.49
tpcds_q08/duckdb:vortex-compact 🚨	51092509	43753334	1.17
tpcds_q09/duckdb:vortex-compact 🚀	23017808	56642565	0.41
tpcds_q10/duckdb:vortex-compact	62336095	57839173	1.08
tpcds_q11/duckdb:vortex-compact	75174001	72566427	1.04
tpcds_q12/duckdb:vortex-compact 🚨	23571331	20596085	1.14
tpcds_q13/duckdb:vortex-compact 🚨	79134645	58777634	1.35
tpcds_q14/duckdb:vortex-compact 🚨	138680307	124263800	1.12
tpcds_q15/duckdb:vortex-compact 🚨	34501717	30567865	1.13
tpcds_q16/duckdb:vortex-compact 🚨	43034736	29621564	1.45
tpcds_q17/duckdb:vortex-compact 🚨	68122747	53312372	1.28
tpcds_q18/duckdb:vortex-compact	56796805	58026821	0.98
tpcds_q19/duckdb:vortex-compact 🚨	150673056	50225436	3.00
tpcds_q20/duckdb:vortex-compact	21453899	20067491	1.07
tpcds_q21/duckdb:vortex-compact 🚨	20910309	18385603	1.14
tpcds_q22/duckdb:vortex-compact 🚨	90388766	76043729	1.19
tpcds_q23/duckdb:vortex-compact 🚨	155646999	117480838	1.32
tpcds_q24/duckdb:vortex-compact	63898432	63447194	1.01
tpcds_q25/duckdb:vortex-compact 🚀	69696261	86041506	0.81
tpcds_q26/duckdb:vortex-compact 🚀	35276794	51297788	0.69
tpcds_q27/duckdb:vortex-compact 🚀	49309796	66495797	0.74
tpcds_q28/duckdb:vortex-compact 🚀	24037849	84539061	0.28
tpcds_q29/duckdb:vortex-compact 🚨	88029942	52735736	1.67
tpcds_q30/duckdb:vortex-compact 🚨	33813855	27327847	1.24
tpcds_q31/duckdb:vortex-compact 🚀	38802153	44665555	0.87
tpcds_q32/duckdb:vortex-compact 🚨	23786524	21577889	1.10
tpcds_q33/duckdb:vortex-compact	37739043	34566906	1.09
tpcds_q34/duckdb:vortex-compact	36198492	36620912	0.99
tpcds_q35/duckdb:vortex-compact	70695435	78388308	0.90
tpcds_q36/duckdb:vortex-compact	41321182	40885160	1.01
tpcds_q37/duckdb:vortex-compact	24864415	23258837	1.07
tpcds_q38/duckdb:vortex-compact	46493171	45926065	1.01
tpcds_q39/duckdb:vortex-compact	38079308	35855810	1.06
tpcds_q40/duckdb:vortex-compact 🚨	27322541	24833552	1.10
tpcds_q41/duckdb:vortex-compact 🚀	12872315	15499830	0.83
tpcds_q42/duckdb:vortex-compact 🚨	25286448	22178328	1.14
tpcds_q43/duckdb:vortex-compact	36878197	34720619	1.06
tpcds_q44/duckdb:vortex-compact	30093152	29098850	1.03
tpcds_q45/duckdb:vortex-compact	40334629	37133233	1.09
tpcds_q46/duckdb:vortex-compact 🚀	55423630	72382838	0.77
tpcds_q47/duckdb:vortex-compact 🚨	68165900	61253175	1.11
tpcds_q48/duckdb:vortex-compact 🚨	66665919	51034380	1.31
tpcds_q49/duckdb:vortex-compact	54378406	53968245	1.01
tpcds_q50/duckdb:vortex-compact	45578527	45612931	1.00
tpcds_q51/duckdb:vortex-compact	104376253	108155062	0.97
tpcds_q52/duckdb:vortex-compact 🚨	23622709	21330224	1.11
tpcds_q53/duckdb:vortex-compact	38752121	37804014	1.03
tpcds_q54/duckdb:vortex-compact	39871945	39207572	1.02
tpcds_q55/duckdb:vortex-compact	23755910	22297499	1.07
tpcds_q56/duckdb:vortex-compact	37605777	35236585	1.07
tpcds_q57/duckdb:vortex-compact	45501939	42951941	1.06
tpcds_q58/duckdb:vortex-compact 🚨	45220305	39794231	1.14
tpcds_q59/duckdb:vortex-compact 🚨	98856559	87367886	1.13
tpcds_q60/duckdb:vortex-compact	41671973	38548199	1.08
tpcds_q61/duckdb:vortex-compact	67940247	62711778	1.08
tpcds_q62/duckdb:vortex-compact	27013222	25785978	1.05
tpcds_q63/duckdb:vortex-compact	39267607	37992207	1.03
tpcds_q64/duckdb:vortex-compact 🚨	140416589	116133511	1.21
tpcds_q65/duckdb:vortex-compact 🚨	54862045	32214864	1.70
tpcds_q66/duckdb:vortex-compact	40158558	38583333	1.04
tpcds_q67/duckdb:vortex-compact	165606863	151337408	1.09
tpcds_q68/duckdb:vortex-compact	57877438	58921374	0.98
tpcds_q69/duckdb:vortex-compact	66291602	61467787	1.08
tpcds_q70/duckdb:vortex-compact 🚨	71654301	37280640	1.92
tpcds_q71/duckdb:vortex-compact	34940749	33503778	1.04
tpcds_q72/duckdb:vortex-compact 🚀	161441552	195545481	0.83
tpcds_q73/duckdb:vortex-compact	36212814	36564262	0.99
tpcds_q74/duckdb:vortex-compact 🚀	51715858	84097171	0.61
tpcds_q75/duckdb:vortex-compact	66339116	66879807	0.99
tpcds_q76/duckdb:vortex-compact 🚀	31534201	35141832	0.90
tpcds_q77/duckdb:vortex-compact 🚨	45156676	40273868	1.12
tpcds_q78/duckdb:vortex-compact	92789444	86930836	1.07
tpcds_q79/duckdb:vortex-compact	51379545	52020719	0.99
tpcds_q80/duckdb:vortex-compact	84106089	85446033	0.98
tpcds_q81/duckdb:vortex-compact 🚨	38415371	32855261	1.17
tpcds_q82/duckdb:vortex-compact 🚨	29329693	25186219	1.16
tpcds_q83/duckdb:vortex-compact 🚨	39438687	31360637	1.26
tpcds_q84/duckdb:vortex-compact 🚨	42092028	26499585	1.59
tpcds_q85/duckdb:vortex-compact 🚨	77335621	56245485	1.37
tpcds_q86/duckdb:vortex-compact	23156013	23387848	0.99
tpcds_q87/duckdb:vortex-compact	50025858	50529078	0.99
tpcds_q88/duckdb:vortex-compact	38511168	38902025	0.99
tpcds_q89/duckdb:vortex-compact	39814315	37443945	1.06
tpcds_q90/duckdb:vortex-compact	13204427	14173239	0.93
tpcds_q91/duckdb:vortex-compact 🚀	40363240	50587447	0.80
tpcds_q92/duckdb:vortex-compact	43565276	45148015	0.96
tpcds_q93/duckdb:vortex-compact	31754138	31501091	1.01
tpcds_q94/duckdb:vortex-compact 🚨	56426026	30699348	1.84
tpcds_q95/duckdb:vortex-compact 🚨	217091945	160957571	1.35
tpcds_q96/duckdb:vortex-compact	18219656	17744337	1.03
tpcds_q97/duckdb:vortex-compact	47706138	44729188	1.07
tpcds_q98/duckdb:vortex-compact 🚨	31923950	27908678	1.14
tpcds_q99/duckdb:vortex-compact 🚨	34511372	30293193	1.14

duckdb / parquet (1.074x ➖, 0↑ 27↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	28388742	27110581	1.05
tpcds_q02/duckdb:parquet	25366994	23918506	1.06
tpcds_q03/duckdb:parquet 🚨	12198866	10971134	1.11
tpcds_q04/duckdb:parquet	181740123	170632685	1.07
tpcds_q05/duckdb:parquet	31502117	29372476	1.07
tpcds_q06/duckdb:parquet 🚨	31118372	27309625	1.14
tpcds_q07/duckdb:parquet	21351040	20141967	1.06
tpcds_q08/duckdb:parquet	28487935	27494740	1.04
tpcds_q09/duckdb:parquet	40711744	39281325	1.04
tpcds_q10/duckdb:parquet	35686143	32505609	1.10
tpcds_q11/duckdb:parquet	94450180	85930566	1.10
tpcds_q12/duckdb:parquet	16087573	14648789	1.10
tpcds_q13/duckdb:parquet	32943600	32068882	1.03
tpcds_q14/duckdb:parquet	99844791	101164194	0.99
tpcds_q15/duckdb:parquet	31716204	29371047	1.08
tpcds_q16/duckdb:parquet	23801641	22009377	1.08
tpcds_q17/duckdb:parquet	38979903	37761448	1.03
tpcds_q18/duckdb:parquet	46588387	44476250	1.05
tpcds_q19/duckdb:parquet	29700512	27934148	1.06
tpcds_q20/duckdb:parquet	16444462	15028276	1.09
tpcds_q21/duckdb:parquet 🚨	10995276	9944174	1.11
tpcds_q22/duckdb:parquet 🚨	78968880	67389191	1.17
tpcds_q23/duckdb:parquet	81222323	79009459	1.03
tpcds_q24/duckdb:parquet	46762471	43553740	1.07
tpcds_q25/duckdb:parquet	34750851	32273678	1.08
tpcds_q26/duckdb:parquet	38868307	37834085	1.03
tpcds_q27/duckdb:parquet	51223005	48412803	1.06
tpcds_q28/duckdb:parquet	40080770	36745318	1.09
tpcds_q29/duckdb:parquet	35582678	35621200	1.00
tpcds_q30/duckdb:parquet	37433896	34326780	1.09
tpcds_q31/duckdb:parquet	24361382	22315524	1.09
tpcds_q32/duckdb:parquet	11596749	10855005	1.07
tpcds_q33/duckdb:parquet	22019072	20501266	1.07
tpcds_q34/duckdb:parquet	21048126	20368364	1.03
tpcds_q35/duckdb:parquet	61725143	56949957	1.08
tpcds_q36/duckdb:parquet 🚨	21477995	19369647	1.11
tpcds_q37/duckdb:parquet 🚨	13131985	11678598	1.12
tpcds_q38/duckdb:parquet 🚨	36165247	32600625	1.11
tpcds_q39/duckdb:parquet 🚨	31321180	28038281	1.12
tpcds_q40/duckdb:parquet	17837548	16745709	1.07
tpcds_q41/duckdb:parquet	7841967	7704428	1.02
tpcds_q42/duckdb:parquet 🚨	10163854	9058627	1.12
tpcds_q43/duckdb:parquet	15981939	15058234	1.06
tpcds_q44/duckdb:parquet	23068070	22091013	1.04
tpcds_q45/duckdb:parquet 🚨	28952643	25610853	1.13
tpcds_q46/duckdb:parquet 🚨	48573807	43772094	1.11
tpcds_q47/duckdb:parquet	47223861	44256398	1.07
tpcds_q48/duckdb:parquet 🚨	31799485	28888932	1.10
tpcds_q49/duckdb:parquet	24905836	25357855	0.98
tpcds_q50/duckdb:parquet	24459972	23660503	1.03
tpcds_q51/duckdb:parquet	98412062	91820575	1.07
tpcds_q52/duckdb:parquet	10678172	10133786	1.05
tpcds_q53/duckdb:parquet	15155325	14859181	1.02
tpcds_q54/duckdb:parquet 🚨	28216044	24302808	1.16
tpcds_q55/duckdb:parquet	10204914	9774392	1.04
tpcds_q56/duckdb:parquet	22718983	20754647	1.09
tpcds_q57/duckdb:parquet	33941139	33931257	1.00
tpcds_q58/duckdb:parquet 🚨	24183847	21606895	1.12
tpcds_q59/duckdb:parquet	35529660	35093011	1.01
tpcds_q60/duckdb:parquet 🚨	24568626	20514934	1.20
tpcds_q61/duckdb:parquet	32085218	31172490	1.03
tpcds_q62/duckdb:parquet 🚨	13029085	11284793	1.15
tpcds_q63/duckdb:parquet	14733296	13990631	1.05
tpcds_q64/duckdb:parquet	79419665	74483400	1.07
tpcds_q65/duckdb:parquet	20904861	19687817	1.06
tpcds_q66/duckdb:parquet	28586717	27514188	1.04
tpcds_q67/duckdb:parquet	143601761	134382046	1.07
tpcds_q68/duckdb:parquet	37318142	35802064	1.04
tpcds_q69/duckdb:parquet	38650235	36744845	1.05
tpcds_q70/duckdb:parquet 🚨	21772002	18889233	1.15
tpcds_q71/duckdb:parquet	20135303	18570794	1.08
tpcds_q72/duckdb:parquet	170188569	165023240	1.03
tpcds_q73/duckdb:parquet	18038899	17207282	1.05
tpcds_q74/duckdb:parquet 🚨	137940546	124979685	1.10
tpcds_q75/duckdb:parquet 🚨	57612304	52207974	1.10
tpcds_q76/duckdb:parquet	20378701	19638516	1.04
tpcds_q77/duckdb:parquet	21937149	21358867	1.03
tpcds_q78/duckdb:parquet	79185653	73576322	1.08
tpcds_q79/duckdb:parquet	29115081	27133304	1.07
tpcds_q80/duckdb:parquet	41457498	40966221	1.01
tpcds_q81/duckdb:parquet 🚨	34288724	30656921	1.12
tpcds_q82/duckdb:parquet 🚨	14367177	13000491	1.11
tpcds_q83/duckdb:parquet 🚨	18102576	15255192	1.19
tpcds_q84/duckdb:parquet	19214502	18891977	1.02
tpcds_q85/duckdb:parquet	39806509	37333608	1.07
tpcds_q86/duckdb:parquet	12773781	11735102	1.09
tpcds_q87/duckdb:parquet 🚨	39825755	35421970	1.12
tpcds_q88/duckdb:parquet	50616904	48240348	1.05
tpcds_q89/duckdb:parquet	16534608	15930925	1.04
tpcds_q90/duckdb:parquet	8559479	8152156	1.05
tpcds_q91/duckdb:parquet	24866078	22869425	1.09
tpcds_q92/duckdb:parquet 🚨	12817253	10975072	1.17
tpcds_q93/duckdb:parquet 🚨	31236967	28105510	1.11
tpcds_q94/duckdb:parquet	16109765	16198353	0.99
tpcds_q95/duckdb:parquet 🚨	151111637	117154560	1.29
tpcds_q96/duckdb:parquet	8777571	8652869	1.01
tpcds_q97/duckdb:parquet 🚨	37990693	33386634	1.14
tpcds_q98/duckdb:parquet	18691857	18661224	1.00
tpcds_q99/duckdb:parquet	20418522	19281438	1.06

duckdb / duckdb (1.072x ➖, 1↑ 32↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	22292504	20695014	1.08
tpcds_q02/duckdb:duckdb	19100811	18138189	1.05
tpcds_q03/duckdb:duckdb 🚨	9565171	8588051	1.11
tpcds_q04/duckdb:duckdb	183683185	178040742	1.03
tpcds_q05/duckdb:duckdb 🚨	21592205	19182133	1.13
tpcds_q06/duckdb:duckdb 🚨	25712413	22722247	1.13
tpcds_q07/duckdb:duckdb 🚨	41040703	37222343	1.10
tpcds_q08/duckdb:duckdb	124017246	119980600	1.03
tpcds_q09/duckdb:duckdb	20809124	19891752	1.05
tpcds_q10/duckdb:duckdb	25754951	23611797	1.09
tpcds_q11/duckdb:duckdb	95763918	92591762	1.03
tpcds_q12/duckdb:duckdb 🚨	13287459	10941538	1.21
tpcds_q13/duckdb:duckdb 🚨	26211742	23468707	1.12
tpcds_q14/duckdb:duckdb	97824279	90705956	1.08
tpcds_q15/duckdb:duckdb	27041712	24658387	1.10
tpcds_q16/duckdb:duckdb 🚨	19156924	16313373	1.17
tpcds_q17/duckdb:duckdb	23433930	22321907	1.05
tpcds_q18/duckdb:duckdb	46981988	44786084	1.05
tpcds_q19/duckdb:duckdb	16819929	16406562	1.03
tpcds_q20/duckdb:duckdb 🚨	13547396	11354659	1.19
tpcds_q21/duckdb:duckdb 🚨	7975857	6865791	1.16
tpcds_q22/duckdb:duckdb 🚨	67819434	59322729	1.14
tpcds_q23/duckdb:duckdb	75778593	77205503	0.98
tpcds_q24/duckdb:duckdb	26054707	27390399	0.95
tpcds_q25/duckdb:duckdb 🚨	20278190	18256270	1.11
tpcds_q26/duckdb:duckdb	28869347	26611474	1.08
tpcds_q27/duckdb:duckdb 🚨	41136569	35984821	1.14
tpcds_q28/duckdb:duckdb	22651232	21514786	1.05
tpcds_q29/duckdb:duckdb 🚨	22851334	20181734	1.13
tpcds_q30/duckdb:duckdb	31520862	30960529	1.02
tpcds_q31/duckdb:duckdb 🚨	52828313	47745720	1.11
tpcds_q32/duckdb:duckdb	7966556	7332646	1.09
tpcds_q33/duckdb:duckdb 🚨	14181946	12351779	1.15
tpcds_q34/duckdb:duckdb 🚀	15601402	18477698	0.84
tpcds_q35/duckdb:duckdb	36168989	33697556	1.07
tpcds_q36/duckdb:duckdb	75186648	70308267	1.07
tpcds_q37/duckdb:duckdb 🚨	8484133	7124345	1.19
tpcds_q38/duckdb:duckdb	32401689	33573359	0.97
tpcds_q39/duckdb:duckdb	27574216	25755985	1.07
tpcds_q40/duckdb:duckdb	14823626	13826572	1.07
tpcds_q41/duckdb:duckdb 🚨	9428200	8061467	1.17
tpcds_q42/duckdb:duckdb 🚨	7675153	6256071	1.23
tpcds_q43/duckdb:duckdb	12127655	11288711	1.07
tpcds_q44/duckdb:duckdb	15208806	13978741	1.09
tpcds_q45/duckdb:duckdb	18393874	17508399	1.05
tpcds_q46/duckdb:duckdb	40197248	38489420	1.04
tpcds_q47/duckdb:duckdb	43576682	41228594	1.06
tpcds_q48/duckdb:duckdb 🚨	24582703	21814856	1.13
tpcds_q49/duckdb:duckdb 🚨	19188117	16877238	1.14
tpcds_q50/duckdb:duckdb	15620242	15236304	1.03
tpcds_q51/duckdb:duckdb	93272178	89519439	1.04
tpcds_q52/duckdb:duckdb	7640817	7553502	1.01
tpcds_q53/duckdb:duckdb	13889970	13356097	1.04
tpcds_q54/duckdb:duckdb 🚨	18080014	15911891	1.14
tpcds_q55/duckdb:duckdb	7278509	6967847	1.04
tpcds_q56/duckdb:duckdb	14508293	13214384	1.10
tpcds_q57/duckdb:duckdb	32591103	32180993	1.01
tpcds_q58/duckdb:duckdb	13861549	13520232	1.03
tpcds_q59/duckdb:duckdb	37000350	35200654	1.05
tpcds_q60/duckdb:duckdb	15573977	14395683	1.08
tpcds_q61/duckdb:duckdb	15855739	14471844	1.10
tpcds_q62/duckdb:duckdb 🚨	10766397	9192573	1.17
tpcds_q63/duckdb:duckdb	13036121	12025907	1.08
tpcds_q64/duckdb:duckdb	57208069	55244784	1.04
tpcds_q65/duckdb:duckdb	37895512	34643671	1.09
tpcds_q66/duckdb:duckdb	27303654	24896148	1.10
tpcds_q67/duckdb:duckdb	141027052	129016031	1.09
tpcds_q68/duckdb:duckdb	26702106	27870330	0.96
tpcds_q69/duckdb:duckdb	26262299	24476897	1.07
tpcds_q70/duckdb:duckdb	14837807	14225750	1.04
tpcds_q71/duckdb:duckdb	13177789	12891203	1.02
tpcds_q72/duckdb:duckdb	43509628	42133756	1.03
tpcds_q73/duckdb:duckdb	10630123	10894215	0.98
tpcds_q74/duckdb:duckdb	151578810	145319773	1.04
tpcds_q75/duckdb:duckdb	43911165	42257563	1.04
tpcds_q76/duckdb:duckdb 🚨	12806147	11565560	1.11
tpcds_q77/duckdb:duckdb 🚨	14025625	12589394	1.11
tpcds_q78/duckdb:duckdb	69248825	62954892	1.10
tpcds_q79/duckdb:duckdb	20186270	21552244	0.94
tpcds_q80/duckdb:duckdb	28822850	28821305	1.00
tpcds_q81/duckdb:duckdb	41456056	42758706	0.97
tpcds_q82/duckdb:duckdb 🚨	9535912	7939457	1.20
tpcds_q83/duckdb:duckdb 🚨	10997261	9108422	1.21
tpcds_q84/duckdb:duckdb	14576326	16138399	0.90
tpcds_q85/duckdb:duckdb 🚨	26091793	23079162	1.13
tpcds_q86/duckdb:duckdb	11284939	10537513	1.07
tpcds_q87/duckdb:duckdb	35448365	34664521	1.02
tpcds_q88/duckdb:duckdb	27620328	25520441	1.08
tpcds_q89/duckdb:duckdb	15998645	15323115	1.04
tpcds_q90/duckdb:duckdb 🚨	6301342	5637697	1.12
tpcds_q91/duckdb:duckdb	13435968	12889758	1.04
tpcds_q92/duckdb:duckdb 🚨	10483685	8419096	1.25
tpcds_q93/duckdb:duckdb	22780621	21779027	1.05
tpcds_q94/duckdb:duckdb 🚨	14624537	12684501	1.15
tpcds_q95/duckdb:duckdb	115798151	127337511	0.91
tpcds_q96/duckdb:duckdb 🚨	4940193	4450548	1.11
tpcds_q97/duckdb:duckdb	31070933	31219179	1.00
tpcds_q98/duckdb:duckdb 🚨	14745154	13067480	1.13
tpcds_q99/duckdb:duckdb	17223209	16354334	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+4.3%	+10.1%	-5.3%	+22.3%	➖ noise
1	datafusion:vortex-file-compressed	+11.1%	+10.1%	+0.9%	+21.6%	➖ noise
1	duckdb:duckdb	+7.7%	+10.1%	-2.2%	+23.3%	➖ noise
1	duckdb:vortex-compact	+33.1%	+10.1%	+20.8%	+24.4%	➖ noise
1	duckdb:vortex-file-compressed	+26.5%	+10.1%	+14.8%	+34.5%	➖ noise
2	datafusion:vortex-compact	+4.9%	+3.3%	+1.5%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+5.8%	+3.3%	+2.4%	+10.0%	➖ noise
2	duckdb:duckdb	+5.3%	+3.3%	+1.9%	+10.0%	➖ noise
2	duckdb:vortex-compact	+14.2%	+3.3%	+10.5%	+19.7%	➖ noise
2	duckdb:vortex-file-compressed	-7.7%	+3.3%	-10.7%	+27.6%	➖ noise
3	datafusion:vortex-compact	+6.4%	+9.8%	-3.1%	+15.9%	➖ noise
3	datafusion:vortex-file-compressed	+10.8%	+9.8%	+0.9%	+10.0%	➖ noise
3	duckdb:duckdb	+11.4%	+9.8%	+1.4%	+11.8%	➖ noise
3	duckdb:vortex-compact	+5.0%	+9.8%	-4.4%	+11.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.5%	+9.8%	-7.6%	+10.1%	➖ noise
4	datafusion:vortex-compact	+6.6%	+4.3%	+2.2%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+12.1%	+4.3%	+7.4%	+10.0%	➖ noise
4	duckdb:duckdb	+3.2%	+4.3%	-1.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	-8.8%	+4.3%	-12.6%	+11.3%	✅ faster
4	duckdb:vortex-file-compressed	-8.2%	+4.3%	-12.0%	+14.0%	➖ noise
5	datafusion:vortex-compact	+3.7%	+5.5%	-1.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+10.4%	+5.5%	+4.6%	+10.0%	➖ noise
5	duckdb:duckdb	+12.6%	+5.5%	+6.6%	+12.1%	➖ noise
5	duckdb:vortex-compact	+3.3%	+5.5%	-2.1%	+14.5%	➖ noise
5	duckdb:vortex-file-compressed	+4.0%	+5.5%	-1.5%	+10.0%	➖ noise
6	datafusion:vortex-compact	+8.2%	+11.6%	-3.1%	+10.8%	➖ noise
6	datafusion:vortex-file-compressed	+3.9%	+11.6%	-6.9%	+10.2%	➖ noise
6	duckdb:duckdb	+13.2%	+11.6%	+1.4%	+11.9%	➖ noise
6	duckdb:vortex-compact	+4.9%	+11.6%	-6.0%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+6.4%	+11.6%	-4.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	+8.9%	+8.2%	+0.7%	+14.7%	➖ noise
7	datafusion:vortex-file-compressed	+12.1%	+8.2%	+3.6%	+10.0%	➖ noise
7	duckdb:duckdb	+10.3%	+8.2%	+1.9%	+18.5%	➖ noise
7	duckdb:vortex-compact	+49.3%	+8.2%	+38.0%	+17.7%	🚨 regression
7	duckdb:vortex-file-compressed	+44.2%	+8.2%	+33.3%	+32.2%	🚨 regression
8	datafusion:vortex-compact	+4.3%	+8.3%	-3.7%	+13.1%	➖ noise
8	datafusion:vortex-file-compressed	+7.6%	+8.3%	-0.7%	+10.0%	➖ noise
8	duckdb:duckdb	+3.4%	+8.3%	-4.6%	+10.0%	➖ noise
8	duckdb:vortex-compact	+16.8%	+8.3%	+7.8%	+12.9%	➖ noise
8	duckdb:vortex-file-compressed	+17.7%	+8.3%	+8.7%	+11.3%	➖ noise
9	datafusion:vortex-compact	+1.7%	+6.4%	-4.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+6.7%	+6.4%	+0.3%	+10.0%	➖ noise
9	duckdb:duckdb	+4.6%	+6.4%	-1.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	-59.4%	+6.4%	-61.8%	+10.0%	✅ faster
9	duckdb:vortex-file-compressed	-52.4%	+6.4%	-55.2%	+10.0%	✅ faster
10	datafusion:vortex-compact	+4.1%	+15.6%	-9.9%	+10.0%	✅ faster
10	datafusion:vortex-file-compressed	+11.7%	+15.6%	-3.4%	+10.0%	➖ noise
10	duckdb:duckdb	+9.1%	+15.6%	-5.6%	+10.0%	➖ noise
10	duckdb:vortex-compact	+7.8%	+15.6%	-6.8%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.6%	+15.6%	-13.0%	+10.0%	✅ faster
11	datafusion:vortex-compact	+12.2%	+9.0%	+2.9%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+5.1%	+9.0%	-3.6%	+10.9%	➖ noise
11	duckdb:duckdb	+3.4%	+9.0%	-5.1%	+10.4%	➖ noise
11	duckdb:vortex-compact	+3.6%	+9.0%	-4.9%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+9.3%	+9.0%	+0.3%	+11.9%	➖ noise
12	datafusion:vortex-compact	-4.6%	+7.7%	-11.4%	+16.0%	➖ noise
12	datafusion:vortex-file-compressed	+8.1%	+7.7%	+0.4%	+13.4%	➖ noise
12	duckdb:duckdb	+21.4%	+7.7%	+12.8%	+11.7%	🚨 regression
12	duckdb:vortex-compact	+14.4%	+7.7%	+6.3%	+12.6%	➖ noise
12	duckdb:vortex-file-compressed	+3.1%	+7.7%	-4.2%	+10.2%	➖ noise
13	datafusion:vortex-compact	+0.5%	+5.5%	-4.7%	+18.7%	➖ noise
13	datafusion:vortex-file-compressed	+9.7%	+5.5%	+4.0%	+16.1%	➖ noise
13	duckdb:duckdb	+11.7%	+5.5%	+5.9%	+10.0%	➖ noise
13	duckdb:vortex-compact	+34.6%	+5.5%	+27.6%	+10.0%	🚨 regression
13	duckdb:vortex-file-compressed	+49.4%	+5.5%	+41.6%	+10.0%	🚨 regression
14	datafusion:vortex-compact	+6.7%	+2.0%	+4.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+7.6%	+2.0%	+5.5%	+10.0%	➖ noise
14	duckdb:duckdb	+7.8%	+2.0%	+5.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	+11.6%	+2.0%	+9.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.8%	+2.0%	-0.2%	+10.0%	➖ noise
15	datafusion:vortex-compact	+15.6%	+7.3%	+7.8%	+25.0%	➖ noise
15	datafusion:vortex-file-compressed	+18.6%	+7.3%	+10.6%	+10.0%	🚨 regression
15	duckdb:duckdb	+9.7%	+7.3%	+2.2%	+11.1%	➖ noise
15	duckdb:vortex-compact	+12.9%	+7.3%	+5.2%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+9.4%	+7.3%	+2.0%	+10.3%	➖ noise
16	datafusion:vortex-compact	+9.4%	+10.5%	-1.0%	+10.8%	➖ noise
16	datafusion:vortex-file-compressed	+6.5%	+10.5%	-3.6%	+11.0%	➖ noise
16	duckdb:duckdb	+17.4%	+10.5%	+6.3%	+12.2%	➖ noise
16	duckdb:vortex-compact	+45.3%	+10.5%	+31.5%	+10.0%	🚨 regression
16	duckdb:vortex-file-compressed	+45.3%	+10.5%	+31.5%	+11.4%	🚨 regression
17	datafusion:vortex-compact	+12.9%	+1.3%	+11.4%	+10.0%	🚨 regression
17	datafusion:vortex-file-compressed	+2.7%	+1.3%	+1.4%	+10.0%	➖ noise
17	duckdb:duckdb	+5.0%	+1.3%	+3.6%	+10.0%	➖ noise
17	duckdb:vortex-compact	+27.8%	+1.3%	+26.1%	+10.0%	🚨 regression
17	duckdb:vortex-file-compressed	+1.7%	+1.3%	+0.4%	+21.7%	➖ noise
18	datafusion:vortex-compact	+8.7%	+3.9%	+4.7%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+8.8%	+3.9%	+4.8%	+10.0%	➖ noise
18	duckdb:duckdb	+4.9%	+3.9%	+1.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-2.1%	+3.9%	-5.8%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-7.8%	+3.9%	-11.3%	+10.0%	✅ faster
19	datafusion:vortex-compact	+8.2%	+12.8%	-4.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+8.0%	+12.8%	-4.3%	+10.0%	➖ noise
19	duckdb:duckdb	+2.5%	+12.8%	-9.1%	+10.5%	➖ noise
19	duckdb:vortex-compact	+200.0%	+12.8%	+165.9%	+11.1%	🚨 regression
19	duckdb:vortex-file-compressed	+307.5%	+12.8%	+261.2%	+10.0%	🚨 regression
20	datafusion:vortex-compact	+5.3%	+16.5%	-9.7%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	+9.8%	+16.5%	-5.8%	+16.2%	➖ noise
20	duckdb:duckdb	+19.3%	+16.5%	+2.4%	+10.0%	➖ noise
20	duckdb:vortex-compact	+6.9%	+16.5%	-8.2%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+4.3%	+16.5%	-10.5%	+10.0%	✅ faster
21	datafusion:vortex-compact	+3.9%	+17.5%	-11.6%	+10.0%	✅ faster
21	datafusion:vortex-file-compressed	+11.5%	+17.5%	-5.1%	+13.1%	➖ noise
21	duckdb:duckdb	+16.2%	+17.5%	-1.1%	+16.2%	➖ noise
21	duckdb:vortex-compact	+13.7%	+17.5%	-3.2%	+11.7%	➖ noise
21	duckdb:vortex-file-compressed	+7.7%	+17.5%	-8.4%	+12.9%	➖ noise
22	datafusion:vortex-compact	+9.3%	+25.3%	-12.8%	+26.5%	➖ noise
22	datafusion:vortex-file-compressed	+11.5%	+25.3%	-11.0%	+27.0%	➖ noise
22	duckdb:duckdb	+14.3%	+25.3%	-8.8%	+13.4%	➖ noise
22	duckdb:vortex-compact	+18.9%	+25.3%	-5.1%	+16.8%	➖ noise
22	duckdb:vortex-file-compressed	+18.9%	+25.3%	-5.1%	+14.1%	➖ noise
23	datafusion:vortex-compact	+8.2%	+9.7%	-1.4%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+16.0%	+9.7%	+5.7%	+10.0%	➖ noise
23	duckdb:duckdb	-1.8%	+9.7%	-10.5%	+16.2%	➖ noise
23	duckdb:vortex-compact	+32.5%	+9.7%	+20.8%	+14.5%	🚨 regression
23	duckdb:vortex-file-compressed	+24.4%	+9.7%	+13.4%	+11.8%	🚨 regression
24	datafusion:vortex-compact	+7.0%	+7.4%	-0.4%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+8.7%	+7.4%	+1.2%	+10.5%	➖ noise
24	duckdb:duckdb	-4.9%	+7.4%	-11.4%	+10.8%	✅ faster
24	duckdb:vortex-compact	+0.7%	+7.4%	-6.2%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+7.8%	+7.4%	+0.4%	+12.6%	➖ noise
25	datafusion:vortex-compact	+12.5%	+8.6%	+3.5%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+3.5%	+8.6%	-4.8%	+13.0%	➖ noise
25	duckdb:duckdb	+11.1%	+8.6%	+2.2%	+14.9%	➖ noise
25	duckdb:vortex-compact	-19.0%	+8.6%	-25.4%	+10.0%	✅ faster
25	duckdb:vortex-file-compressed	-12.4%	+8.6%	-19.4%	+10.0%	✅ faster
26	datafusion:vortex-compact	+0.9%	+6.2%	-5.0%	+20.0%	➖ noise
26	datafusion:vortex-file-compressed	+5.1%	+6.2%	-1.0%	+15.1%	➖ noise
26	duckdb:duckdb	+8.5%	+6.2%	+2.1%	+15.5%	➖ noise
26	duckdb:vortex-compact	-31.2%	+6.2%	-35.2%	+13.4%	✅ faster
26	duckdb:vortex-file-compressed	-44.1%	+6.2%	-47.4%	+10.8%	✅ faster
27	datafusion:vortex-compact	+14.0%	+9.3%	+4.3%	+11.3%	➖ noise
27	datafusion:vortex-file-compressed	+16.2%	+9.3%	+6.3%	+12.9%	➖ noise
27	duckdb:duckdb	+14.3%	+9.3%	+4.6%	+17.9%	➖ noise
27	duckdb:vortex-compact	-25.8%	+9.3%	-32.2%	+15.9%	✅ faster
27	duckdb:vortex-file-compressed	-38.1%	+9.3%	-43.4%	+19.3%	✅ faster
28	datafusion:vortex-compact	+2.3%	+9.3%	-6.4%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-0.2%	+9.3%	-8.6%	+12.5%	➖ noise
28	duckdb:duckdb	+5.3%	+9.3%	-3.6%	+10.0%	➖ noise
28	duckdb:vortex-compact	-71.6%	+9.3%	-74.0%	+16.7%	✅ faster
28	duckdb:vortex-file-compressed	-56.7%	+9.3%	-60.4%	+11.7%	✅ faster
29	datafusion:vortex-compact	+6.7%	+2.3%	+4.3%	+11.2%	➖ noise
29	datafusion:vortex-file-compressed	+6.0%	+2.3%	+3.6%	+10.0%	➖ noise
29	duckdb:duckdb	+13.2%	+2.3%	+10.7%	+10.0%	🚨 regression
29	duckdb:vortex-compact	+66.9%	+2.3%	+63.1%	+10.0%	🚨 regression
29	duckdb:vortex-file-compressed	+53.3%	+2.3%	+49.8%	+10.0%	🚨 regression
30	datafusion:vortex-compact	+11.4%	+5.8%	+5.3%	+10.5%	➖ noise
30	datafusion:vortex-file-compressed	+4.7%	+5.8%	-1.0%	+11.6%	➖ noise
30	duckdb:duckdb	+1.8%	+5.8%	-3.8%	+10.0%	➖ noise
30	duckdb:vortex-compact	+23.7%	+5.8%	+17.0%	+10.0%	🚨 regression
30	duckdb:vortex-file-compressed	+5.7%	+5.8%	-0.0%	+10.0%	➖ noise
31	datafusion:vortex-compact	+8.5%	+9.6%	-1.0%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+9.0%	+9.6%	-0.6%	+10.0%	➖ noise
31	duckdb:duckdb	+10.6%	+9.6%	+0.9%	+10.0%	➖ noise
31	duckdb:vortex-compact	-13.1%	+9.6%	-20.8%	+14.5%	✅ faster
31	duckdb:vortex-file-compressed	-15.4%	+9.6%	-22.9%	+26.4%	✅ faster
32	datafusion:vortex-compact	+16.9%	+9.3%	+7.0%	+12.9%	➖ noise
32	datafusion:vortex-file-compressed	+16.2%	+9.3%	+6.3%	+13.9%	➖ noise
32	duckdb:duckdb	+8.6%	+9.3%	-0.6%	+15.7%	➖ noise
32	duckdb:vortex-compact	+10.2%	+9.3%	+0.8%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+31.1%	+9.3%	+19.9%	+10.0%	🚨 regression
33	datafusion:vortex-compact	+4.8%	+6.6%	-1.6%	+13.4%	➖ noise
33	datafusion:vortex-file-compressed	+9.3%	+6.6%	+2.6%	+10.0%	➖ noise
33	duckdb:duckdb	+14.8%	+6.6%	+7.7%	+10.0%	➖ noise
33	duckdb:vortex-compact	+9.2%	+6.6%	+2.5%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+15.2%	+6.6%	+8.1%	+16.5%	➖ noise
34	datafusion:vortex-compact	+6.0%	+4.5%	+1.4%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+6.9%	+4.5%	+2.3%	+10.0%	➖ noise
34	duckdb:duckdb	-15.6%	+4.5%	-19.2%	+16.6%	✅ faster
34	duckdb:vortex-compact	-1.2%	+4.5%	-5.4%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+11.4%	+4.5%	+6.6%	+10.0%	➖ noise
35	datafusion:vortex-compact	+5.0%	+7.7%	-2.5%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+8.0%	+7.7%	+0.2%	+10.0%	➖ noise
35	duckdb:duckdb	+7.3%	+7.7%	-0.3%	+24.4%	➖ noise
35	duckdb:vortex-compact	-9.8%	+7.7%	-16.3%	+10.0%	✅ faster
35	duckdb:vortex-file-compressed	-17.6%	+7.7%	-23.4%	+16.8%	✅ faster
36	datafusion:vortex-compact	+5.1%	+10.7%	-5.0%	+10.6%	➖ noise
36	datafusion:vortex-file-compressed	+6.4%	+10.7%	-3.9%	+10.0%	➖ noise
36	duckdb:duckdb	+6.9%	+10.7%	-3.4%	+10.0%	➖ noise
36	duckdb:vortex-compact	+1.1%	+10.7%	-8.7%	+17.4%	➖ noise
36	duckdb:vortex-file-compressed	+14.8%	+10.7%	+3.7%	+10.0%	➖ noise
37	datafusion:vortex-compact	+2.9%	+8.4%	-5.1%	+10.1%	➖ noise
37	datafusion:vortex-file-compressed	+6.7%	+8.4%	-1.6%	+12.4%	➖ noise
37	duckdb:duckdb	+19.1%	+8.4%	+9.8%	+13.0%	➖ noise
37	duckdb:vortex-compact	+6.9%	+8.4%	-1.4%	+10.5%	➖ noise
37	duckdb:vortex-file-compressed	+8.0%	+8.4%	-0.4%	+10.0%	➖ noise
38	datafusion:vortex-compact	+8.2%	+8.7%	-0.4%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+10.3%	+8.7%	+1.5%	+10.0%	➖ noise
38	duckdb:duckdb	-3.5%	+8.7%	-11.2%	+11.3%	✅ faster
38	duckdb:vortex-compact	+1.2%	+8.7%	-6.9%	+13.5%	➖ noise
38	duckdb:vortex-file-compressed	+3.0%	+8.7%	-5.2%	+12.3%	➖ noise
39	datafusion:vortex-compact	+16.5%	+8.4%	+7.5%	+10.0%	➖ noise
39	datafusion:vortex-file-compressed	+12.3%	+8.4%	+3.6%	+11.1%	➖ noise
39	duckdb:duckdb	+7.1%	+8.4%	-1.2%	+28.6%	➖ noise
39	duckdb:vortex-compact	+6.2%	+8.4%	-2.0%	+10.0%	➖ noise
39	duckdb:vortex-file-compressed	-0.9%	+8.4%	-8.6%	+13.7%	➖ noise
40	datafusion:vortex-compact	+14.9%	+7.1%	+7.3%	+10.6%	➖ noise
40	datafusion:vortex-file-compressed	+17.7%	+7.1%	+10.0%	+16.9%	➖ noise
40	duckdb:duckdb	+7.2%	+7.1%	+0.1%	+15.4%	➖ noise
40	duckdb:vortex-compact	+10.0%	+7.1%	+2.8%	+10.3%	➖ noise
40	duckdb:vortex-file-compressed	+15.3%	+7.1%	+7.7%	+15.1%	➖ noise
41	datafusion:vortex-compact	+10.5%	+3.1%	+7.2%	+10.2%	➖ noise
41	datafusion:vortex-file-compressed	+14.2%	+3.1%	+10.8%	+10.0%	🚨 regression
41	duckdb:duckdb	+17.0%	+3.1%	+13.4%	+10.0%	🚨 regression
41	duckdb:vortex-compact	-17.0%	+3.1%	-19.4%	+14.0%	✅ faster
41	duckdb:vortex-file-compressed	-7.0%	+3.1%	-9.8%	+11.8%	➖ noise
42	datafusion:vortex-compact	+10.1%	+8.2%	+1.7%	+14.7%	➖ noise
42	datafusion:vortex-file-compressed	+6.7%	+8.2%	-1.4%	+11.6%	➖ noise
42	duckdb:duckdb	+22.7%	+8.2%	+13.3%	+15.6%	➖ noise
42	duckdb:vortex-compact	+14.0%	+8.2%	+5.3%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	+16.2%	+8.2%	+7.3%	+10.0%	➖ noise
43	datafusion:vortex-compact	+3.5%	+7.3%	-3.6%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+9.2%	+7.3%	+1.8%	+10.0%	➖ noise
43	duckdb:duckdb	+7.4%	+7.3%	+0.1%	+10.0%	➖ noise
43	duckdb:vortex-compact	+6.2%	+7.3%	-1.0%	+15.3%	➖ noise
43	duckdb:vortex-file-compressed	+9.1%	+7.3%	+1.7%	+12.1%	➖ noise
44	datafusion:vortex-compact	+11.6%	+3.5%	+7.8%	+10.4%	➖ noise
44	datafusion:vortex-file-compressed	+7.8%	+3.5%	+4.1%	+10.0%	➖ noise
44	duckdb:duckdb	+8.8%	+3.5%	+5.1%	+11.9%	➖ noise
44	duckdb:vortex-compact	+3.4%	+3.5%	-0.1%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+8.0%	+3.5%	+4.3%	+12.0%	➖ noise
45	datafusion:vortex-compact	+6.6%	+8.7%	-2.0%	+12.3%	➖ noise
45	datafusion:vortex-file-compressed	+11.3%	+8.7%	+2.4%	+10.4%	➖ noise
45	duckdb:duckdb	+5.1%	+8.7%	-3.4%	+11.0%	➖ noise
45	duckdb:vortex-compact	+8.6%	+8.7%	-0.1%	+10.1%	➖ noise
45	duckdb:vortex-file-compressed	+17.9%	+8.7%	+8.5%	+11.6%	➖ noise
46	datafusion:vortex-compact	+10.1%	+10.7%	-0.5%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+4.5%	+10.7%	-5.5%	+10.0%	➖ noise
46	duckdb:duckdb	+4.4%	+10.7%	-5.6%	+10.3%	➖ noise
46	duckdb:vortex-compact	-23.4%	+10.7%	-30.8%	+10.0%	✅ faster
46	duckdb:vortex-file-compressed	-33.9%	+10.7%	-40.2%	+11.2%	✅ faster
47	datafusion:vortex-compact	+9.4%	+8.9%	+0.5%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+11.3%	+8.9%	+2.2%	+10.0%	➖ noise
47	duckdb:duckdb	+5.7%	+8.9%	-2.9%	+10.3%	➖ noise
47	duckdb:vortex-compact	+11.3%	+8.9%	+2.2%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+11.2%	+8.9%	+2.1%	+14.6%	➖ noise
48	datafusion:vortex-compact	+3.4%	+9.2%	-5.3%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-1.0%	+9.2%	-9.4%	+10.7%	➖ noise
48	duckdb:duckdb	+12.7%	+9.2%	+3.2%	+10.0%	➖ noise
48	duckdb:vortex-compact	+30.6%	+9.2%	+19.6%	+10.0%	🚨 regression
48	duckdb:vortex-file-compressed	+51.4%	+9.2%	+38.6%	+10.0%	🚨 regression
49	datafusion:vortex-compact	+6.4%	+4.3%	+2.0%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+4.9%	+4.3%	+0.6%	+10.0%	➖ noise
49	duckdb:duckdb	+13.7%	+4.3%	+9.0%	+17.2%	➖ noise
49	duckdb:vortex-compact	+0.8%	+4.3%	-3.4%	+13.8%	➖ noise
49	duckdb:vortex-file-compressed	-3.5%	+4.3%	-7.4%	+19.7%	➖ noise
50	datafusion:vortex-compact	+18.1%	+4.3%	+13.2%	+12.9%	🚨 regression
50	datafusion:vortex-file-compressed	+7.9%	+4.3%	+3.5%	+10.0%	➖ noise
50	duckdb:duckdb	+2.5%	+4.3%	-1.7%	+13.4%	➖ noise
50	duckdb:vortex-compact	-0.1%	+4.3%	-4.2%	+12.2%	➖ noise
50	duckdb:vortex-file-compressed	+12.4%	+4.3%	+7.8%	+10.0%	➖ noise
51	datafusion:vortex-compact	+6.0%	+8.6%	-2.4%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+5.4%	+8.6%	-2.9%	+10.1%	➖ noise
51	duckdb:duckdb	+4.2%	+8.6%	-4.1%	+11.4%	➖ noise
51	duckdb:vortex-compact	-3.5%	+8.6%	-11.2%	+10.3%	✅ faster
51	duckdb:vortex-file-compressed	+3.9%	+8.6%	-4.4%	+16.4%	➖ noise
52	datafusion:vortex-compact	-1.8%	+6.2%	-7.5%	+15.8%	➖ noise
52	datafusion:vortex-file-compressed	-0.5%	+6.2%	-6.3%	+25.7%	➖ noise
52	duckdb:duckdb	+1.2%	+6.2%	-4.8%	+14.4%	➖ noise
52	duckdb:vortex-compact	+10.7%	+6.2%	+4.3%	+10.0%	➖ noise
52	duckdb:vortex-file-compressed	-0.7%	+6.2%	-6.5%	+10.2%	➖ noise
53	datafusion:vortex-compact	+9.0%	+5.8%	+3.0%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+8.6%	+5.8%	+2.6%	+10.0%	➖ noise
53	duckdb:duckdb	+4.0%	+5.8%	-1.7%	+10.0%	➖ noise
53	duckdb:vortex-compact	+2.5%	+5.8%	-3.1%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+5.9%	+5.8%	+0.1%	+10.0%	➖ noise
54	datafusion:vortex-compact	+11.5%	+11.5%	+0.0%	+15.3%	➖ noise
54	datafusion:vortex-file-compressed	+8.1%	+11.5%	-3.0%	+10.0%	➖ noise
54	duckdb:duckdb	+13.6%	+11.5%	+1.9%	+13.5%	➖ noise
54	duckdb:vortex-compact	+1.7%	+11.5%	-8.8%	+11.4%	➖ noise
54	duckdb:vortex-file-compressed	+24.5%	+11.5%	+11.7%	+16.7%	➖ noise
55	datafusion:vortex-compact	+14.6%	+8.3%	+5.8%	+13.1%	➖ noise
55	datafusion:vortex-file-compressed	+8.5%	+8.3%	+0.2%	+10.0%	➖ noise
55	duckdb:duckdb	+4.5%	+8.3%	-3.5%	+19.4%	➖ noise
55	duckdb:vortex-compact	+6.5%	+8.3%	-1.6%	+17.5%	➖ noise
55	duckdb:vortex-file-compressed	+14.1%	+8.3%	+5.4%	+11.7%	➖ noise
56	datafusion:vortex-compact	+14.6%	+8.2%	+5.9%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+7.1%	+8.2%	-0.9%	+15.2%	➖ noise
56	duckdb:duckdb	+9.8%	+8.2%	+1.5%	+10.0%	➖ noise
56	duckdb:vortex-compact	+6.7%	+8.2%	-1.3%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	+23.7%	+8.2%	+14.4%	+10.0%	🚨 regression
57	datafusion:vortex-compact	+8.4%	+8.5%	-0.1%	+11.9%	➖ noise
57	datafusion:vortex-file-compressed	+12.3%	+8.5%	+3.5%	+10.0%	➖ noise
57	duckdb:duckdb	+1.3%	+8.5%	-6.7%	+10.0%	➖ noise
57	duckdb:vortex-compact	+5.9%	+8.5%	-2.4%	+10.2%	➖ noise
57	duckdb:vortex-file-compressed	+2.3%	+8.5%	-5.7%	+10.0%	➖ noise
58	datafusion:vortex-compact	+12.2%	+9.8%	+2.2%	+11.4%	➖ noise
58	datafusion:vortex-file-compressed	+13.1%	+9.8%	+3.0%	+10.1%	➖ noise
58	duckdb:duckdb	+2.5%	+9.8%	-6.6%	+14.9%	➖ noise
58	duckdb:vortex-compact	+13.6%	+9.8%	+3.5%	+15.1%	➖ noise
58	duckdb:vortex-file-compressed	+2.7%	+9.8%	-6.5%	+11.0%	➖ noise
59	datafusion:vortex-compact	+5.8%	+4.1%	+1.7%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+7.6%	+4.1%	+3.4%	+10.0%	➖ noise
59	duckdb:duckdb	+5.1%	+4.1%	+1.0%	+10.0%	➖ noise
59	duckdb:vortex-compact	+13.1%	+4.1%	+8.7%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	+14.3%	+4.1%	+9.8%	+24.7%	➖ noise
60	datafusion:vortex-compact	+3.4%	+9.6%	-5.7%	+17.0%	➖ noise
60	datafusion:vortex-file-compressed	+2.6%	+9.6%	-6.4%	+14.8%	➖ noise
60	duckdb:duckdb	+8.2%	+9.6%	-1.3%	+16.0%	➖ noise
60	duckdb:vortex-compact	+8.1%	+9.6%	-1.4%	+16.6%	➖ noise
60	duckdb:vortex-file-compressed	+10.5%	+9.6%	+0.8%	+17.3%	➖ noise
61	datafusion:vortex-compact	+2.9%	+3.0%	-0.2%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+1.6%	+3.0%	-1.4%	+12.1%	➖ noise
61	duckdb:duckdb	+9.6%	+3.0%	+6.3%	+11.6%	➖ noise
61	duckdb:vortex-compact	+8.3%	+3.0%	+5.1%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	+11.1%	+3.0%	+7.8%	+12.6%	➖ noise
62	datafusion:vortex-compact	-6.9%	+16.0%	-19.7%	+22.7%	✅ faster
62	datafusion:vortex-file-compressed	+4.7%	+16.0%	-9.7%	+25.9%	➖ noise
62	duckdb:duckdb	+17.1%	+16.0%	+1.0%	+28.1%	➖ noise
62	duckdb:vortex-compact	+4.8%	+16.0%	-9.7%	+23.8%	➖ noise
62	duckdb:vortex-file-compressed	+16.8%	+16.0%	+0.7%	+14.8%	➖ noise
63	datafusion:vortex-compact	+11.7%	+7.2%	+4.2%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+5.3%	+7.2%	-1.7%	+10.0%	➖ noise
63	duckdb:duckdb	+8.4%	+7.2%	+1.1%	+10.0%	➖ noise
63	duckdb:vortex-compact	+3.4%	+7.2%	-3.6%	+10.8%	➖ noise
63	duckdb:vortex-file-compressed	+10.2%	+7.2%	+2.9%	+10.2%	➖ noise
64	datafusion:vortex-compact	+8.0%	+8.2%	-0.2%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+8.8%	+8.2%	+0.6%	+10.0%	➖ noise
64	duckdb:duckdb	+3.6%	+8.2%	-4.3%	+10.1%	➖ noise
64	duckdb:vortex-compact	+20.9%	+8.2%	+11.7%	+10.0%	🚨 regression
64	duckdb:vortex-file-compressed	+14.5%	+8.2%	+5.9%	+11.3%	➖ noise
65	datafusion:vortex-compact	+9.4%	+7.1%	+2.1%	+13.0%	➖ noise
65	datafusion:vortex-file-compressed	+6.6%	+7.1%	-0.5%	+10.9%	➖ noise
65	duckdb:duckdb	+9.4%	+7.1%	+2.1%	+23.9%	➖ noise
65	duckdb:vortex-compact	+70.3%	+7.1%	+59.0%	+15.3%	🚨 regression
65	duckdb:vortex-file-compressed	+84.0%	+7.1%	+71.7%	+13.6%	🚨 regression
66	datafusion:vortex-compact	+5.5%	+5.5%	+0.0%	+10.2%	➖ noise
66	datafusion:vortex-file-compressed	+2.0%	+5.5%	-3.3%	+12.6%	➖ noise
66	duckdb:duckdb	+9.7%	+5.5%	+4.0%	+10.6%	➖ noise
66	duckdb:vortex-compact	+4.1%	+5.5%	-1.3%	+11.2%	➖ noise
66	duckdb:vortex-file-compressed	+6.8%	+5.5%	+1.2%	+10.0%	➖ noise
67	datafusion:vortex-compact	+5.5%	+5.7%	-0.3%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+10.8%	+5.7%	+4.7%	+10.9%	➖ noise
67	duckdb:duckdb	+9.3%	+5.7%	+3.4%	+10.0%	➖ noise
67	duckdb:vortex-compact	+9.4%	+5.7%	+3.5%	+10.9%	➖ noise
67	duckdb:vortex-file-compressed	+12.5%	+5.7%	+6.4%	+10.2%	➖ noise
68	datafusion:vortex-compact	+4.4%	+3.9%	+0.6%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+5.5%	+3.9%	+1.6%	+10.3%	➖ noise
68	duckdb:duckdb	-4.2%	+3.9%	-7.8%	+10.4%	➖ noise
68	duckdb:vortex-compact	-1.8%	+3.9%	-5.4%	+12.3%	➖ noise
68	duckdb:vortex-file-compressed	-10.3%	+3.9%	-13.6%	+26.0%	➖ noise
69	datafusion:vortex-compact	+4.2%	+3.9%	+0.2%	+12.7%	➖ noise
69	datafusion:vortex-file-compressed	+7.8%	+3.9%	+3.7%	+12.0%	➖ noise
69	duckdb:duckdb	+7.3%	+3.9%	+3.2%	+12.1%	➖ noise
69	duckdb:vortex-compact	+7.8%	+3.9%	+3.8%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+12.1%	+3.9%	+7.9%	+10.0%	➖ noise
70	datafusion:vortex-compact	+5.3%	+13.7%	-7.3%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+9.9%	+13.7%	-3.3%	+11.4%	➖ noise
70	duckdb:duckdb	+4.3%	+13.7%	-8.3%	+14.0%	➖ noise
70	duckdb:vortex-compact	+92.2%	+13.7%	+69.1%	+14.4%	🚨 regression
70	duckdb:vortex-file-compressed	+76.9%	+13.7%	+55.6%	+10.0%	🚨 regression
71	datafusion:vortex-compact	+4.1%	+7.1%	-2.8%	+10.2%	➖ noise
71	datafusion:vortex-file-compressed	+8.3%	+7.1%	+1.1%	+10.0%	➖ noise
71	duckdb:duckdb	+2.2%	+7.1%	-4.5%	+18.3%	➖ noise
71	duckdb:vortex-compact	+4.3%	+7.1%	-2.6%	+10.4%	➖ noise
71	duckdb:vortex-file-compressed	+7.9%	+7.1%	+0.8%	+23.6%	➖ noise
72	datafusion:vortex-compact	+13.9%	+8.7%	+4.8%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+12.2%	+8.7%	+3.2%	+10.0%	➖ noise
72	duckdb:duckdb	+3.3%	+8.7%	-5.0%	+10.0%	➖ noise
72	duckdb:vortex-compact	-17.4%	+8.7%	-24.1%	+10.0%	✅ faster
72	duckdb:vortex-file-compressed	-16.3%	+8.7%	-23.0%	+10.0%	✅ faster
73	datafusion:vortex-compact	+10.4%	+6.7%	+3.4%	+15.9%	➖ noise
73	datafusion:vortex-file-compressed	+12.7%	+6.7%	+5.6%	+10.5%	➖ noise
73	duckdb:duckdb	-2.4%	+6.7%	-8.6%	+14.5%	➖ noise
73	duckdb:vortex-compact	-1.0%	+6.7%	-7.2%	+12.2%	➖ noise
73	duckdb:vortex-file-compressed	+26.7%	+6.7%	+18.7%	+12.3%	🚨 regression
74	datafusion:vortex-compact	+6.0%	+12.7%	-5.9%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+10.9%	+12.7%	-1.6%	+10.0%	➖ noise
74	duckdb:duckdb	+4.3%	+12.7%	-7.4%	+10.0%	➖ noise
74	duckdb:vortex-compact	-38.5%	+12.7%	-45.4%	+21.4%	✅ faster
74	duckdb:vortex-file-compressed	-33.9%	+12.7%	-41.3%	+18.5%	✅ faster
75	datafusion:vortex-compact	+9.2%	+10.3%	-1.0%	+11.6%	➖ noise
75	datafusion:vortex-file-compressed	+10.4%	+10.3%	+0.2%	+11.3%	➖ noise
75	duckdb:duckdb	+3.9%	+10.3%	-5.8%	+10.0%	➖ noise
75	duckdb:vortex-compact	-0.8%	+10.3%	-10.1%	+12.5%	➖ noise
75	duckdb:vortex-file-compressed	-3.6%	+10.3%	-12.6%	+14.1%	✅ faster
76	datafusion:vortex-compact	+12.6%	+10.5%	+1.9%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	+13.7%	+10.5%	+2.9%	+10.1%	➖ noise
76	duckdb:duckdb	+10.7%	+10.5%	+0.2%	+15.6%	➖ noise
76	duckdb:vortex-compact	-10.3%	+10.5%	-18.8%	+13.1%	✅ faster
76	duckdb:vortex-file-compressed	+25.9%	+10.5%	+13.9%	+21.6%	➖ noise
77	datafusion:vortex-compact	+7.1%	+6.4%	+0.7%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	+9.4%	+6.4%	+2.8%	+11.4%	➖ noise
77	duckdb:duckdb	+11.4%	+6.4%	+4.7%	+10.8%	➖ noise
77	duckdb:vortex-compact	+12.1%	+6.4%	+5.4%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+13.8%	+6.4%	+7.0%	+11.1%	➖ noise
78	datafusion:vortex-compact	+16.6%	+12.5%	+3.7%	+10.8%	➖ noise
78	datafusion:vortex-file-compressed	+5.9%	+12.5%	-5.9%	+10.0%	➖ noise
78	duckdb:duckdb	+10.0%	+12.5%	-2.2%	+12.2%	➖ noise
78	duckdb:vortex-compact	+6.7%	+12.5%	-5.1%	+14.5%	➖ noise
78	duckdb:vortex-file-compressed	+16.5%	+12.5%	+3.6%	+12.1%	➖ noise
79	datafusion:vortex-compact	+11.8%	+3.5%	+8.0%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+10.9%	+3.5%	+7.1%	+10.0%	➖ noise
79	duckdb:duckdb	-6.3%	+3.5%	-9.5%	+10.0%	✅ faster
79	duckdb:vortex-compact	-1.2%	+3.5%	-4.6%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-4.8%	+3.5%	-8.1%	+10.0%	➖ noise
80	datafusion:vortex-compact	+28.1%	+5.3%	+21.7%	+13.5%	🚨 regression
80	datafusion:vortex-file-compressed	+11.5%	+5.3%	+5.9%	+10.0%	➖ noise
80	duckdb:duckdb	+0.0%	+5.3%	-5.0%	+16.4%	➖ noise
80	duckdb:vortex-compact	-1.6%	+5.3%	-6.5%	+10.8%	➖ noise
80	duckdb:vortex-file-compressed	+4.9%	+5.3%	-0.4%	+14.3%	➖ noise
81	datafusion:vortex-compact	+5.4%	+12.3%	-6.2%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	+18.3%	+12.3%	+5.3%	+10.0%	➖ noise
81	duckdb:duckdb	-3.0%	+12.3%	-13.7%	+10.0%	✅ faster
81	duckdb:vortex-compact	+16.9%	+12.3%	+4.1%	+11.2%	➖ noise
81	duckdb:vortex-file-compressed	+12.1%	+12.3%	-0.2%	+12.0%	➖ noise
82	datafusion:vortex-compact	+6.9%	+8.6%	-1.6%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+5.4%	+8.6%	-3.0%	+10.0%	➖ noise
82	duckdb:duckdb	+20.1%	+8.6%	+10.6%	+13.5%	➖ noise
82	duckdb:vortex-compact	+16.5%	+8.6%	+7.2%	+12.4%	➖ noise
82	duckdb:vortex-file-compressed	+10.9%	+8.6%	+2.1%	+10.0%	➖ noise
83	datafusion:vortex-compact	+25.5%	+10.2%	+13.9%	+14.8%	➖ noise
83	datafusion:vortex-file-compressed	+11.4%	+10.2%	+1.2%	+10.8%	➖ noise
83	duckdb:duckdb	+20.7%	+10.2%	+9.6%	+12.4%	➖ noise
83	duckdb:vortex-compact	+25.8%	+10.2%	+14.2%	+10.1%	🚨 regression
83	duckdb:vortex-file-compressed	+25.1%	+10.2%	+13.6%	+20.9%	➖ noise
84	datafusion:vortex-compact	+16.1%	+4.4%	+11.2%	+10.5%	🚨 regression
84	datafusion:vortex-file-compressed	+13.9%	+4.4%	+9.1%	+10.0%	➖ noise
84	duckdb:duckdb	-9.7%	+4.4%	-13.5%	+10.0%	✅ faster
84	duckdb:vortex-compact	+58.8%	+4.4%	+52.2%	+11.6%	🚨 regression
84	duckdb:vortex-file-compressed	+88.6%	+4.4%	+80.7%	+11.1%	🚨 regression
85	datafusion:vortex-compact	+9.5%	+6.9%	+2.4%	+13.4%	➖ noise
85	datafusion:vortex-file-compressed	+15.3%	+6.9%	+7.9%	+10.0%	➖ noise
85	duckdb:duckdb	+13.1%	+6.9%	+5.8%	+11.9%	➖ noise
85	duckdb:vortex-compact	+37.5%	+6.9%	+28.6%	+10.0%	🚨 regression
85	duckdb:vortex-file-compressed	+20.6%	+6.9%	+12.8%	+13.5%	➖ noise
86	datafusion:vortex-compact	+10.1%	+16.0%	-5.1%	+21.4%	➖ noise
86	datafusion:vortex-file-compressed	+7.3%	+16.0%	-7.5%	+14.5%	➖ noise
86	duckdb:duckdb	+7.1%	+16.0%	-7.7%	+11.3%	➖ noise
86	duckdb:vortex-compact	-1.0%	+16.0%	-14.6%	+13.6%	✅ faster
86	duckdb:vortex-file-compressed	+13.6%	+16.0%	-2.0%	+14.4%	➖ noise
87	datafusion:vortex-compact	+5.7%	+11.6%	-5.3%	+11.5%	➖ noise
87	datafusion:vortex-file-compressed	+6.9%	+11.6%	-4.3%	+14.2%	➖ noise
87	duckdb:duckdb	+2.3%	+11.6%	-8.4%	+13.8%	➖ noise
87	duckdb:vortex-compact	-1.0%	+11.6%	-11.3%	+16.4%	➖ noise
87	duckdb:vortex-file-compressed	+10.8%	+11.6%	-0.8%	+14.0%	➖ noise
88	datafusion:vortex-compact	+7.1%	+3.9%	+3.1%	+10.3%	➖ noise
88	datafusion:vortex-file-compressed	+11.7%	+3.9%	+7.5%	+10.0%	➖ noise
88	duckdb:duckdb	+8.2%	+3.9%	+4.1%	+10.0%	➖ noise
88	duckdb:vortex-compact	-1.0%	+3.9%	-4.7%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+2.5%	+3.9%	-1.3%	+10.0%	➖ noise
89	datafusion:vortex-compact	+6.7%	+5.9%	+0.7%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+5.9%	+5.9%	-0.1%	+10.0%	➖ noise
89	duckdb:duckdb	+4.4%	+5.9%	-1.4%	+14.4%	➖ noise
89	duckdb:vortex-compact	+6.3%	+5.9%	+0.4%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+4.8%	+5.9%	-1.1%	+11.7%	➖ noise
90	datafusion:vortex-compact	+15.6%	+8.5%	+6.5%	+22.6%	➖ noise
90	datafusion:vortex-file-compressed	+17.2%	+8.5%	+8.0%	+16.7%	➖ noise
90	duckdb:duckdb	+11.8%	+8.5%	+3.0%	+12.5%	➖ noise
90	duckdb:vortex-compact	-6.8%	+8.5%	-14.1%	+10.7%	✅ faster
90	duckdb:vortex-file-compressed	-3.6%	+8.5%	-11.1%	+12.4%	✅ faster
91	datafusion:vortex-compact	+10.6%	+7.9%	+2.4%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+14.1%	+7.9%	+5.7%	+10.0%	➖ noise
91	duckdb:duckdb	+4.2%	+7.9%	-3.4%	+11.2%	➖ noise
91	duckdb:vortex-compact	-20.2%	+7.9%	-26.1%	+15.7%	✅ faster
91	duckdb:vortex-file-compressed	-25.6%	+7.9%	-31.1%	+10.0%	✅ faster
92	datafusion:vortex-compact	+10.6%	+14.6%	-3.4%	+18.3%	➖ noise
92	datafusion:vortex-file-compressed	+18.3%	+14.6%	+3.3%	+11.4%	➖ noise
92	duckdb:duckdb	+24.5%	+14.6%	+8.7%	+16.8%	➖ noise
92	duckdb:vortex-compact	-3.5%	+14.6%	-15.8%	+19.2%	➖ noise
92	duckdb:vortex-file-compressed	+0.8%	+14.6%	-12.0%	+16.4%	➖ noise
93	datafusion:vortex-compact	+9.3%	+10.4%	-1.0%	+10.7%	➖ noise
93	datafusion:vortex-file-compressed	+6.7%	+10.4%	-3.4%	+16.4%	➖ noise
93	duckdb:duckdb	+4.6%	+10.4%	-5.3%	+14.6%	➖ noise
93	duckdb:vortex-compact	+0.8%	+10.4%	-8.7%	+13.6%	➖ noise
93	duckdb:vortex-file-compressed	+7.4%	+10.4%	-2.7%	+10.0%	➖ noise
94	datafusion:vortex-compact	+7.5%	+2.3%	+5.1%	+12.5%	➖ noise
94	datafusion:vortex-file-compressed	+1.9%	+2.3%	-0.4%	+10.0%	➖ noise
94	duckdb:duckdb	+15.3%	+2.3%	+12.7%	+10.0%	🚨 regression
94	duckdb:vortex-compact	+83.8%	+2.3%	+79.6%	+11.0%	🚨 regression
94	duckdb:vortex-file-compressed	+109.6%	+2.3%	+104.9%	+13.1%	🚨 regression
95	datafusion:vortex-compact	+12.6%	+19.4%	-5.7%	+11.7%	➖ noise
95	datafusion:vortex-file-compressed	+4.6%	+19.4%	-12.3%	+11.4%	✅ faster
95	duckdb:duckdb	-9.1%	+19.4%	-23.8%	+16.1%	✅ faster
95	duckdb:vortex-compact	+34.9%	+19.4%	+13.0%	+14.7%	➖ noise
95	duckdb:vortex-file-compressed	+60.2%	+19.4%	+34.2%	+15.1%	🚨 regression
96	datafusion:vortex-compact	+14.0%	+10.4%	+3.3%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	+12.1%	+10.4%	+1.6%	+11.0%	➖ noise
96	duckdb:duckdb	+11.0%	+10.4%	+0.6%	+15.1%	➖ noise
96	duckdb:vortex-compact	+2.7%	+10.4%	-7.0%	+16.2%	➖ noise
96	duckdb:vortex-file-compressed	+20.0%	+10.4%	+8.7%	+11.9%	➖ noise
97	datafusion:vortex-compact	+9.5%	+11.8%	-2.1%	+10.4%	➖ noise
97	datafusion:vortex-file-compressed	+10.2%	+11.8%	-1.4%	+14.6%	➖ noise
97	duckdb:duckdb	-0.5%	+11.8%	-10.9%	+10.6%	✅ faster
97	duckdb:vortex-compact	+6.7%	+11.8%	-4.6%	+16.8%	➖ noise
97	duckdb:vortex-file-compressed	-5.0%	+11.8%	-15.0%	+10.0%	✅ faster
98	datafusion:vortex-compact	+15.7%	+1.1%	+14.5%	+10.0%	🚨 regression
98	datafusion:vortex-file-compressed	+15.3%	+1.1%	+14.0%	+10.0%	🚨 regression
98	duckdb:duckdb	+12.8%	+1.1%	+11.6%	+14.2%	➖ noise
98	duckdb:vortex-compact	+14.4%	+1.1%	+13.2%	+10.0%	🚨 regression
98	duckdb:vortex-file-compressed	+13.8%	+1.1%	+12.6%	+14.0%	➖ noise
99	datafusion:vortex-compact	+11.3%	+5.6%	+5.4%	+25.9%	➖ noise
99	datafusion:vortex-file-compressed	+7.3%	+5.6%	+1.6%	+30.1%	➖ noise
99	duckdb:duckdb	+5.3%	+5.6%	-0.3%	+22.1%	➖ noise
99	duckdb:vortex-compact	+13.9%	+5.6%	+7.9%	+27.9%	➖ noise
99	duckdb:vortex-file-compressed	+4.1%	+5.6%	-1.5%	+22.7%	➖ noise

github-actions · 2026-04-30T15:37:22Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-30T15:39:34Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.8%
Vortex (geomean): 0.973x ➖
Parquet (geomean): 0.980x ➖
Shifts: Parquet (control) -2.0% · Median polish -1.5%

datafusion / vortex-file-compressed (0.945x ➖, 1↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	47391662	36646217	1.29
fineweb_q01/datafusion:vortex-file-compressed	501480533	655371681	0.77
fineweb_q02/datafusion:vortex-file-compressed 🚀	410632831	603812856	0.68
fineweb_q03/datafusion:vortex-file-compressed	1369172457	1461401001	0.94
fineweb_q04/datafusion:vortex-file-compressed	1364267412	1361282132	1.00
fineweb_q05/datafusion:vortex-file-compressed	1330511569	1354855510	0.98
fineweb_q06/datafusion:vortex-file-compressed	1479417193	1501633599	0.99
fineweb_q07/datafusion:vortex-file-compressed	1412582015	1365542122	1.03
fineweb_q08/datafusion:vortex-file-compressed	521686476	548110123	0.95

datafusion / vortex-compact (0.939x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	34002924	41363738	0.82
fineweb_q01/datafusion:vortex-compact	564774077	673724115	0.84
fineweb_q02/datafusion:vortex-compact	592441445	648857255	0.91
fineweb_q03/datafusion:vortex-compact	1415545814	1455766155	0.97
fineweb_q04/datafusion:vortex-compact	1753547430	1787458064	0.98
fineweb_q05/datafusion:vortex-compact	1443562409	1465989237	0.98
fineweb_q06/datafusion:vortex-compact	1300531831	1310477663	0.99
fineweb_q07/datafusion:vortex-compact	1197363471	1240773009	0.97
fineweb_q08/datafusion:vortex-compact	389534843	389823082	1.00

datafusion / parquet (0.979x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1081645198	1193806833	0.91
fineweb_q01/datafusion:parquet	1832096374	1950750933	0.94
fineweb_q02/datafusion:parquet	1994227404	2262157470	0.88
fineweb_q03/datafusion:parquet	1842313815	1680813110	1.10
fineweb_q04/datafusion:parquet	1980164805	1838660750	1.08
fineweb_q05/datafusion:parquet	1762784419	1929833655	0.91
fineweb_q06/datafusion:parquet	1954398912	1923671678	1.02
fineweb_q07/datafusion:parquet	1826548307	1847192801	0.99
fineweb_q08/datafusion:parquet	1787133592	1761968028	1.01

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

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	80667292	80545183	1.00
fineweb_q01/duckdb:vortex-file-compressed	548783405	711218800	0.77
fineweb_q02/duckdb:vortex-file-compressed	473596227	440631934	1.07
fineweb_q03/duckdb:vortex-file-compressed	1437368594	1479062832	0.97
fineweb_q04/duckdb:vortex-file-compressed	1503352504	1605555643	0.94
fineweb_q05/duckdb:vortex-file-compressed	1424939839	1464686990	0.97
fineweb_q06/duckdb:vortex-file-compressed	1621993015	1635067069	0.99
fineweb_q07/duckdb:vortex-file-compressed	1434128020	1543625205	0.93
fineweb_q08/duckdb:vortex-file-compressed	595764933	591573995	1.01

duckdb / vortex-compact (1.053x ➖, 0↑ 1↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	84805741	60895689	1.39
fineweb_q01/duckdb:vortex-compact	531734722	590824220	0.90
fineweb_q02/duckdb:vortex-compact	699656595	578932118	1.21
fineweb_q03/duckdb:vortex-compact	1687672258	1572482307	1.07
fineweb_q04/duckdb:vortex-compact	1831039733	1737692985	1.05
fineweb_q05/duckdb:vortex-compact	1524969604	1494142173	1.02
fineweb_q06/duckdb:vortex-compact	1465576030	1469654379	1.00
fineweb_q07/duckdb:vortex-compact	1282794905	1319111241	0.97
fineweb_q08/duckdb:vortex-compact	459935578	489648795	0.94

duckdb / parquet (0.982x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1099440124	1071699314	1.03
fineweb_q01/duckdb:parquet	1311212063	1340951988	0.98
fineweb_q02/duckdb:parquet	1356452833	1444619709	0.94
fineweb_q03/duckdb:parquet	3684637431	3764830221	0.98
fineweb_q04/duckdb:parquet	2008431742	1941450430	1.03
fineweb_q05/duckdb:parquet	2069209294	2143372763	0.97
fineweb_q06/duckdb:parquet	4202475593	4404409374	0.95
fineweb_q07/duckdb:parquet	2497370159	2683434944	0.93
fineweb_q08/duckdb:parquet	1111154817	1074240979	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-17.8%	-3.6%	-14.7%	+214.8%	➖ noise
0	datafusion:vortex-file-compressed	+29.3%	-3.6%	+34.1%	+250.6%	➖ noise
0	duckdb:vortex-compact	+39.3%	-3.6%	+44.4%	+104.0%	➖ noise
0	duckdb:vortex-file-compressed	+0.2%	-3.6%	+3.9%	+34.2%	➖ noise
1	datafusion:vortex-compact	-16.2%	-4.2%	-12.5%	+59.7%	➖ noise
1	datafusion:vortex-file-compressed	-23.5%	-4.2%	-20.2%	+62.2%	➖ noise
1	duckdb:vortex-compact	-10.0%	-4.2%	-6.1%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-22.8%	-4.2%	-19.5%	+30.0%	➖ noise
2	datafusion:vortex-compact	-8.7%	-9.0%	+0.4%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-32.0%	-9.0%	-25.3%	+43.9%	➖ noise
2	duckdb:vortex-compact	+20.9%	-9.0%	+32.8%	+30.0%	🚨 regression
2	duckdb:vortex-file-compressed	+7.5%	-9.0%	+18.1%	+30.0%	➖ noise
3	datafusion:vortex-compact	-2.8%	+3.6%	-6.1%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-6.3%	+3.6%	-9.5%	+30.0%	➖ noise
3	duckdb:vortex-compact	+7.3%	+3.6%	+3.6%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.8%	+3.6%	-6.2%	+30.0%	➖ noise
4	datafusion:vortex-compact	-1.9%	+5.6%	-7.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.2%	+5.6%	-5.1%	+30.0%	➖ noise
4	duckdb:vortex-compact	+5.4%	+5.6%	-0.2%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.4%	+5.6%	-11.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	-1.5%	-6.1%	+4.9%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.8%	-6.1%	+4.6%	+30.0%	➖ noise
5	duckdb:vortex-compact	+2.1%	-6.1%	+8.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.7%	-6.1%	+3.6%	+30.0%	➖ noise
6	datafusion:vortex-compact	-0.8%	-1.5%	+0.8%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.5%	-1.5%	+0.1%	+30.0%	➖ noise
6	duckdb:vortex-compact	-0.3%	-1.5%	+1.3%	+34.4%	➖ noise
6	duckdb:vortex-file-compressed	-0.8%	-1.5%	+0.8%	+30.0%	➖ noise
7	datafusion:vortex-compact	-3.5%	-4.1%	+0.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.4%	-4.1%	+7.8%	+30.0%	➖ noise
7	duckdb:vortex-compact	-2.8%	-4.1%	+1.4%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-7.1%	-4.1%	-3.2%	+30.0%	➖ noise
8	datafusion:vortex-compact	-0.1%	+2.4%	-2.4%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-4.8%	+2.4%	-7.1%	+30.0%	➖ noise
8	duckdb:vortex-compact	-6.1%	+2.4%	-8.3%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.7%	+2.4%	-1.7%	+30.0%	➖ noise

github-actions · 2026-04-30T15:41:21Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +6.5%
Vortex (geomean): 1.090x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish +0.7%

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

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	400748602	381052889	1.05
tpch_q02/datafusion:vortex-file-compressed	105555701	106143847	0.99
tpch_q03/datafusion:vortex-file-compressed	213662220	212532544	1.01
tpch_q04/datafusion:vortex-file-compressed	114586044	113558174	1.01
tpch_q05/datafusion:vortex-file-compressed	374406991	366248176	1.02
tpch_q06/datafusion:vortex-file-compressed	43530867	42915019	1.01
tpch_q07/datafusion:vortex-file-compressed	503856876	495743094	1.02
tpch_q08/datafusion:vortex-file-compressed	361521648	352281042	1.03
tpch_q09/datafusion:vortex-file-compressed	632318513	617991949	1.02
tpch_q10/datafusion:vortex-file-compressed	231401433	228921767	1.01
tpch_q11/datafusion:vortex-file-compressed	82560655	81729181	1.01
tpch_q12/datafusion:vortex-file-compressed	118926397	120450154	0.99
tpch_q13/datafusion:vortex-file-compressed	212125940	211756470	1.00
tpch_q14/datafusion:vortex-file-compressed	57074969	56557604	1.01
tpch_q15/datafusion:vortex-file-compressed	105895948	105813869	1.00
tpch_q16/datafusion:vortex-file-compressed	74583872	74438680	1.00
tpch_q17/datafusion:vortex-file-compressed	628743192	623672736	1.01
tpch_q18/datafusion:vortex-file-compressed	836099131	822135743	1.02
tpch_q19/datafusion:vortex-file-compressed	92204055	97893029	0.94
tpch_q20/datafusion:vortex-file-compressed	164127955	165736682	0.99
tpch_q21/datafusion:vortex-file-compressed	649058529	639355499	1.02
tpch_q22/datafusion:vortex-file-compressed	65103410	64174930	1.01

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

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	438064105	433935554	1.01
tpch_q02/datafusion:vortex-compact	107668374	107956252	1.00
tpch_q03/datafusion:vortex-compact	216700904	216903701	1.00
tpch_q04/datafusion:vortex-compact	121807990	122361527	1.00
tpch_q05/datafusion:vortex-compact	374565243	370102644	1.01
tpch_q06/datafusion:vortex-compact	62308628	63084942	0.99
tpch_q07/datafusion:vortex-compact	519065658	512024111	1.01
tpch_q08/datafusion:vortex-compact	356554582	356639975	1.00
tpch_q09/datafusion:vortex-compact	628539621	627893152	1.00
tpch_q10/datafusion:vortex-compact	247391270	244791377	1.01
tpch_q11/datafusion:vortex-compact	82505215	81071446	1.02
tpch_q12/datafusion:vortex-compact	164074910	165281804	0.99
tpch_q13/datafusion:vortex-compact	263597805	259825484	1.01
tpch_q14/datafusion:vortex-compact	73716493	72883959	1.01
tpch_q15/datafusion:vortex-compact	160040906	158874949	1.01
tpch_q16/datafusion:vortex-compact	80080510	77216951	1.04
tpch_q17/datafusion:vortex-compact	630339735	626066681	1.01
tpch_q18/datafusion:vortex-compact	839219554	829119822	1.01
tpch_q19/datafusion:vortex-compact	132673981	136983038	0.97
tpch_q20/datafusion:vortex-compact	189235360	188715006	1.00
tpch_q21/datafusion:vortex-compact	660102761	651770323	1.01
tpch_q22/datafusion:vortex-compact	72239546	72073928	1.00

datafusion / parquet (1.005x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	441153122	451697134	0.98
tpch_q02/datafusion:parquet	172277938	168569829	1.02
tpch_q03/datafusion:parquet	277594068	272458516	1.02
tpch_q04/datafusion:parquet	125849558	123329771	1.02
tpch_q05/datafusion:parquet	429180107	424935818	1.01
tpch_q06/datafusion:parquet	125151911	124063868	1.01
tpch_q07/datafusion:parquet	595763245	591551752	1.01
tpch_q08/datafusion:parquet	455004866	448938167	1.01
tpch_q09/datafusion:parquet	726015262	729311034	1.00
tpch_q10/datafusion:parquet	495729364	483720371	1.02
tpch_q11/datafusion:parquet	116720474	113822720	1.03
tpch_q12/datafusion:parquet	195359974	187219147	1.04
tpch_q13/datafusion:parquet	329858882	329941050	1.00
tpch_q14/datafusion:parquet	153290739	155385750	0.99
tpch_q15/datafusion:parquet	240687740	245271634	0.98
tpch_q16/datafusion:parquet	122901866	127862062	0.96
tpch_q17/datafusion:parquet	672124190	671297487	1.00
tpch_q18/datafusion:parquet	871090391	866515580	1.01
tpch_q19/datafusion:parquet	249867281	248712023	1.00
tpch_q20/datafusion:parquet	287548068	284159360	1.01
tpch_q21/datafusion:parquet	684765966	677162614	1.01
tpch_q22/datafusion:parquet	213417982	214641013	0.99

datafusion / arrow (1.016x ➖, 0↑ 1↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	590562744	586184670	1.01
tpch_q02/datafusion:arrow	164607995	163820347	1.00
tpch_q03/datafusion:arrow	470156293	467169398	1.01
tpch_q04/datafusion:arrow	341770596	341798929	1.00
tpch_q05/datafusion:arrow	933906279	916442685	1.02
tpch_q06/datafusion:arrow	284313716	280673824	1.01
tpch_q07/datafusion:arrow	1169290454	1155610801	1.01
tpch_q08/datafusion:arrow	1131969706	1143868237	0.99
tpch_q09/datafusion:arrow	1344356522	1346182862	1.00
tpch_q10/datafusion:arrow	597177431	582248041	1.03
tpch_q11/datafusion:arrow	137568228	137107569	1.00
tpch_q12/datafusion:arrow 🚨	784136396	707167522	1.11
tpch_q13/datafusion:arrow	495917724	499261267	0.99
tpch_q14/datafusion:arrow	323612820	315395058	1.03
tpch_q15/datafusion:arrow	715246259	693632814	1.03
tpch_q16/datafusion:arrow	105372058	103613601	1.02
tpch_q17/datafusion:arrow	1327098284	1314514850	1.01
tpch_q18/datafusion:arrow	1869030232	1863435818	1.00
tpch_q19/datafusion:arrow	489360590	483135690	1.01
tpch_q20/datafusion:arrow	487357385	480643365	1.01
tpch_q21/datafusion:arrow	3006122522	2953520416	1.02
tpch_q22/datafusion:arrow	132216406	126624337	1.04

duckdb / vortex-file-compressed (1.210x ❌, 2↑ 12↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	169998164	169869858	1.00
tpch_q02/duckdb:vortex-file-compressed 🚨	67737090	50839587	1.33
tpch_q03/duckdb:vortex-file-compressed 🚨	140850406	123859123	1.14
tpch_q04/duckdb:vortex-file-compressed 🚨	168622914	150783508	1.12
tpch_q05/duckdb:vortex-file-compressed 🚨	149456169	124815608	1.20
tpch_q06/duckdb:vortex-file-compressed 🚀	32084338	45692104	0.70
tpch_q07/duckdb:vortex-file-compressed 🚨	160382007	142494476	1.13
tpch_q08/duckdb:vortex-file-compressed 🚨	228149814	168084183	1.36
tpch_q09/duckdb:vortex-file-compressed 🚨	408839400	318498288	1.28
tpch_q10/duckdb:vortex-file-compressed 🚨	191707223	140630401	1.36
tpch_q11/duckdb:vortex-file-compressed	34886142	32569992	1.07
tpch_q12/duckdb:vortex-file-compressed 🚨	187272951	91125711	2.06
tpch_q13/duckdb:vortex-file-compressed 🚨	264378622	225844463	1.17
tpch_q14/duckdb:vortex-file-compressed 🚀	57590002	67150834	0.86
tpch_q15/duckdb:vortex-file-compressed	87728540	88666497	0.99
tpch_q16/duckdb:vortex-file-compressed	75430250	75881353	0.99
tpch_q17/duckdb:vortex-file-compressed 🚨	530296487	98255539	5.40
tpch_q18/duckdb:vortex-file-compressed	284345254	283293628	1.00
tpch_q19/duckdb:vortex-file-compressed	75111679	82636370	0.91
tpch_q20/duckdb:vortex-file-compressed	159459708	155901254	1.02
tpch_q21/duckdb:vortex-file-compressed 🚨	984191932	564554189	1.74
tpch_q22/duckdb:vortex-file-compressed	63696144	69770456	0.91

duckdb / vortex-compact (1.154x ❌, 4↑ 10↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	228265251	226866863	1.01
tpch_q02/duckdb:vortex-compact 🚨	77056871	55073248	1.40
tpch_q03/duckdb:vortex-compact 🚨	157765354	136712132	1.15
tpch_q04/duckdb:vortex-compact	179984792	170095710	1.06
tpch_q05/duckdb:vortex-compact 🚨	181068086	144938044	1.25
tpch_q06/duckdb:vortex-compact 🚀	54184834	79888910	0.68
tpch_q07/duckdb:vortex-compact	203078665	195395486	1.04
tpch_q08/duckdb:vortex-compact 🚨	266853984	181085224	1.47
tpch_q09/duckdb:vortex-compact 🚨	442324083	349804766	1.26
tpch_q10/duckdb:vortex-compact 🚨	229338295	174642247	1.31
tpch_q11/duckdb:vortex-compact	41280402	40459141	1.02
tpch_q12/duckdb:vortex-compact 🚨	249900002	199900523	1.25
tpch_q13/duckdb:vortex-compact 🚨	327188693	274130736	1.19
tpch_q14/duckdb:vortex-compact 🚀	72898965	97808906	0.75
tpch_q15/duckdb:vortex-compact	111161747	113052323	0.98
tpch_q16/duckdb:vortex-compact	78807918	81506420	0.97
tpch_q17/duckdb:vortex-compact 🚨	542467297	111612169	4.86
tpch_q18/duckdb:vortex-compact	286230561	289428226	0.99
tpch_q19/duckdb:vortex-compact 🚀	90333993	106933416	0.84
tpch_q20/duckdb:vortex-compact	196557140	199777921	0.98
tpch_q21/duckdb:vortex-compact 🚨	1013448977	601812448	1.68
tpch_q22/duckdb:vortex-compact 🚀	72448443	83973227	0.86

duckdb / parquet (0.991x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	260881061	258549971	1.01
tpch_q02/duckdb:parquet	96522542	101981224	0.95
tpch_q03/duckdb:parquet	207238790	204780831	1.01
tpch_q04/duckdb:parquet	130822431	131604740	0.99
tpch_q05/duckdb:parquet	212190009	212036568	1.00
tpch_q06/duckdb:parquet	66797615	68081094	0.98
tpch_q07/duckdb:parquet	179421230	181421154	0.99
tpch_q08/duckdb:parquet	248045525	253922836	0.98
tpch_q09/duckdb:parquet	492864520	496858548	0.99
tpch_q10/duckdb:parquet	612806636	607363102	1.01
tpch_q11/duckdb:parquet	57370839	57929963	0.99
tpch_q12/duckdb:parquet	121178430	123051705	0.98
tpch_q13/duckdb:parquet	443857278	451480750	0.98
tpch_q14/duckdb:parquet	175597394	176384900	1.00
tpch_q15/duckdb:parquet	96773621	96476364	1.00
tpch_q16/duckdb:parquet	160359801	162505152	0.99
tpch_q17/duckdb:parquet	173910751	175161290	0.99
tpch_q18/duckdb:parquet	352852213	357239041	0.99
tpch_q19/duckdb:parquet	279101793	284912179	0.98
tpch_q20/duckdb:parquet	223851476	223628157	1.00
tpch_q21/duckdb:parquet	554337871	560310275	0.99
tpch_q22/duckdb:parquet	290519884	289366568	1.00

duckdb / duckdb (1.004x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116477553	116148475	1.00
tpch_q02/duckdb:duckdb	47589315	46513065	1.02
tpch_q03/duckdb:duckdb	96786732	96534837	1.00
tpch_q04/duckdb:duckdb	133751045	131830388	1.01
tpch_q05/duckdb:duckdb	110014287	109635237	1.00
tpch_q06/duckdb:duckdb	38812210	37609936	1.03
tpch_q07/duckdb:duckdb	87100687	86148583	1.01
tpch_q08/duckdb:duckdb	110389887	110266835	1.00
tpch_q09/duckdb:duckdb	277372556	278601739	1.00
tpch_q10/duckdb:duckdb	202447649	205165243	0.99
tpch_q11/duckdb:duckdb	15639706	15380283	1.02
tpch_q12/duckdb:duckdb	84263367	85512668	0.99
tpch_q13/duckdb:duckdb	221429070	220282238	1.01
tpch_q14/duckdb:duckdb	71084299	70492609	1.01
tpch_q15/duckdb:duckdb	77454867	77805548	1.00
tpch_q16/duckdb:duckdb	73155833	74067987	0.99
tpch_q17/duckdb:duckdb	84656430	84901443	1.00
tpch_q18/duckdb:duckdb	212763832	215758151	0.99
tpch_q19/duckdb:duckdb	116482511	115499837	1.01
tpch_q20/duckdb:duckdb	112083457	112055466	1.00
tpch_q21/duckdb:duckdb	299935346	296000396	1.01
tpch_q22/duckdb:duckdb	65155542	64948117	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+0.7%	-0.7%	+1.5%	+10.0%	➖ noise
1	datafusion:vortex-compact	+1.0%	-0.7%	+1.7%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+5.2%	-0.7%	+5.9%	+10.0%	➖ noise
1	duckdb:duckdb	+0.3%	-0.7%	+1.0%	+10.0%	➖ noise
1	duckdb:vortex-compact	+0.6%	-0.7%	+1.4%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+0.1%	-0.7%	+0.8%	+10.0%	➖ noise
2	datafusion:arrow	+0.5%	-1.6%	+2.2%	+10.0%	➖ noise
2	datafusion:vortex-compact	-0.3%	-1.6%	+1.4%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.6%	-1.6%	+1.1%	+10.0%	➖ noise
2	duckdb:duckdb	+2.3%	-1.6%	+4.0%	+10.0%	➖ noise
2	duckdb:vortex-compact	+39.9%	-1.6%	+42.3%	+10.0%	🚨 regression
2	duckdb:vortex-file-compressed	+33.2%	-1.6%	+35.5%	+10.0%	🚨 regression
3	datafusion:arrow	+0.6%	+1.5%	-0.9%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.1%	+1.5%	-1.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.5%	+1.5%	-1.0%	+10.0%	➖ noise
3	duckdb:duckdb	+0.3%	+1.5%	-1.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	+15.4%	+1.5%	+13.6%	+10.0%	🚨 regression
3	duckdb:vortex-file-compressed	+13.7%	+1.5%	+12.0%	+10.0%	🚨 regression
4	datafusion:arrow	-0.0%	+0.7%	-0.7%	+10.0%	➖ noise
4	datafusion:vortex-compact	-0.5%	+0.7%	-1.2%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.9%	+0.7%	+0.2%	+10.0%	➖ noise
4	duckdb:duckdb	+1.5%	+0.7%	+0.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+5.8%	+0.7%	+5.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+11.8%	+0.7%	+11.0%	+10.0%	🚨 regression
5	datafusion:arrow	+1.9%	+0.5%	+1.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	+1.2%	+0.5%	+0.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.2%	+0.5%	+1.7%	+10.0%	➖ noise
5	duckdb:duckdb	+0.3%	+0.5%	-0.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	+24.9%	+0.5%	+24.3%	+10.0%	🚨 regression
5	duckdb:vortex-file-compressed	+19.7%	+0.5%	+19.1%	+10.0%	🚨 regression
6	datafusion:arrow	+1.3%	-0.5%	+1.8%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.2%	-0.5%	-0.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.4%	-0.5%	+2.0%	+10.0%	➖ noise
6	duckdb:duckdb	+3.2%	-0.5%	+3.7%	+10.0%	➖ noise
6	duckdb:vortex-compact	-32.2%	-0.5%	-31.8%	+10.0%	✅ faster
6	duckdb:vortex-file-compressed	-29.8%	-0.5%	-29.4%	+11.0%	✅ faster
7	datafusion:arrow	+1.2%	-0.2%	+1.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	+1.4%	-0.2%	+1.6%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.6%	-0.2%	+1.8%	+10.0%	➖ noise
7	duckdb:duckdb	+1.1%	-0.2%	+1.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	+3.9%	-0.2%	+4.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+12.6%	-0.2%	+12.8%	+10.0%	🚨 regression
8	datafusion:arrow	-1.0%	-0.5%	-0.5%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.0%	-0.5%	+0.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+2.6%	-0.5%	+3.1%	+10.0%	➖ noise
8	duckdb:duckdb	+0.1%	-0.5%	+0.6%	+10.0%	➖ noise
8	duckdb:vortex-compact	+47.4%	-0.5%	+48.1%	+10.0%	🚨 regression
8	duckdb:vortex-file-compressed	+35.7%	-0.5%	+36.4%	+10.0%	🚨 regression
9	datafusion:arrow	-0.1%	-0.6%	+0.5%	+10.0%	➖ noise
9	datafusion:vortex-compact	+0.1%	-0.6%	+0.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.3%	-0.6%	+3.0%	+10.0%	➖ noise
9	duckdb:duckdb	-0.4%	-0.6%	+0.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	+26.4%	-0.6%	+27.2%	+10.0%	🚨 regression
9	duckdb:vortex-file-compressed	+28.4%	-0.6%	+29.2%	+10.0%	🚨 regression
10	datafusion:arrow	+2.6%	+1.7%	+0.9%	+10.0%	➖ noise
10	datafusion:vortex-compact	+1.1%	+1.7%	-0.6%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+1.1%	+1.7%	-0.6%	+10.0%	➖ noise
10	duckdb:duckdb	-1.3%	+1.7%	-3.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	+31.3%	+1.7%	+29.1%	+10.0%	🚨 regression
10	duckdb:vortex-file-compressed	+36.3%	+1.7%	+34.1%	+10.0%	🚨 regression
11	datafusion:arrow	+0.3%	+0.8%	-0.4%	+10.0%	➖ noise
11	datafusion:vortex-compact	+1.8%	+0.8%	+1.0%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+1.0%	+0.8%	+0.2%	+10.0%	➖ noise
11	duckdb:duckdb	+1.7%	+0.8%	+0.9%	+11.7%	➖ noise
11	duckdb:vortex-compact	+2.0%	+0.8%	+1.2%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+7.1%	+0.8%	+6.3%	+10.0%	➖ noise
12	datafusion:arrow	+10.9%	+1.4%	+9.4%	+37.1%	➖ noise
12	datafusion:vortex-compact	-0.7%	+1.4%	-2.1%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.3%	+1.4%	-2.6%	+10.0%	➖ noise
12	duckdb:duckdb	-1.5%	+1.4%	-2.8%	+10.0%	➖ noise
12	duckdb:vortex-compact	+25.0%	+1.4%	+23.3%	+10.0%	🚨 regression
12	duckdb:vortex-file-compressed	+105.5%	+1.4%	+102.7%	+10.0%	🚨 regression
13	datafusion:arrow	-0.7%	-0.9%	+0.2%	+10.0%	➖ noise
13	datafusion:vortex-compact	+1.5%	-0.9%	+2.3%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.2%	-0.9%	+1.0%	+10.0%	➖ noise
13	duckdb:duckdb	+0.5%	-0.9%	+1.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	+19.4%	-0.9%	+20.4%	+10.0%	🚨 regression
13	duckdb:vortex-file-compressed	+17.1%	-0.9%	+18.1%	+10.0%	🚨 regression
14	datafusion:arrow	+2.6%	-0.9%	+3.5%	+10.0%	➖ noise
14	datafusion:vortex-compact	+1.1%	-0.9%	+2.1%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.9%	-0.9%	+1.8%	+10.0%	➖ noise
14	duckdb:duckdb	+0.8%	-0.9%	+1.8%	+10.0%	➖ noise
14	duckdb:vortex-compact	-25.5%	-0.9%	-24.8%	+10.0%	✅ faster
14	duckdb:vortex-file-compressed	-14.2%	-0.9%	-13.5%	+10.0%	✅ faster
15	datafusion:arrow	+3.1%	-0.8%	+3.9%	+10.0%	➖ noise
15	datafusion:vortex-compact	+0.7%	-0.8%	+1.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.1%	-0.8%	+0.9%	+10.0%	➖ noise
15	duckdb:duckdb	-0.5%	-0.8%	+0.3%	+10.0%	➖ noise
15	duckdb:vortex-compact	-1.7%	-0.8%	-0.9%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.1%	-0.8%	-0.3%	+10.0%	➖ noise
16	datafusion:arrow	+1.7%	-2.6%	+4.4%	+10.0%	➖ noise
16	datafusion:vortex-compact	+3.7%	-2.6%	+6.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.2%	-2.6%	+2.9%	+10.0%	➖ noise
16	duckdb:duckdb	-1.2%	-2.6%	+1.4%	+10.0%	➖ noise
16	duckdb:vortex-compact	-3.3%	-2.6%	-0.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.6%	-2.6%	+2.1%	+10.0%	➖ noise
17	datafusion:arrow	+1.0%	-0.3%	+1.3%	+10.0%	➖ noise
17	datafusion:vortex-compact	+0.7%	-0.3%	+1.0%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.8%	-0.3%	+1.1%	+10.0%	➖ noise
17	duckdb:duckdb	-0.3%	-0.3%	+0.0%	+10.0%	➖ noise
17	duckdb:vortex-compact	+386.0%	-0.3%	+387.5%	+10.0%	🚨 regression
17	duckdb:vortex-file-compressed	+439.7%	-0.3%	+441.3%	+10.0%	🚨 regression
18	datafusion:arrow	+0.3%	-0.4%	+0.7%	+10.0%	➖ noise
18	datafusion:vortex-compact	+1.2%	-0.4%	+1.6%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.7%	-0.4%	+2.1%	+10.0%	➖ noise
18	duckdb:duckdb	-1.4%	-0.4%	-1.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-1.1%	-0.4%	-0.8%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.4%	-0.4%	+0.7%	+10.0%	➖ noise
19	datafusion:arrow	+1.3%	-0.8%	+2.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	-3.1%	-0.8%	-2.4%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.8%	-0.8%	-5.1%	+10.0%	➖ noise
19	duckdb:duckdb	+0.9%	-0.8%	+1.7%	+10.0%	➖ noise
19	duckdb:vortex-compact	-15.5%	-0.8%	-14.8%	+10.0%	✅ faster
19	duckdb:vortex-file-compressed	-9.1%	-0.8%	-8.4%	+10.0%	➖ noise
20	datafusion:arrow	+1.4%	+0.6%	+0.7%	+10.0%	➖ noise
20	datafusion:vortex-compact	+0.3%	+0.6%	-0.4%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.0%	+0.6%	-1.6%	+10.0%	➖ noise
20	duckdb:duckdb	+0.0%	+0.6%	-0.6%	+10.0%	➖ noise
20	duckdb:vortex-compact	-1.6%	+0.6%	-2.2%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+2.3%	+0.6%	+1.6%	+10.0%	➖ noise
21	datafusion:arrow	+1.8%	+0.0%	+1.8%	+10.0%	➖ noise
21	datafusion:vortex-compact	+1.3%	+0.0%	+1.3%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+1.5%	+0.0%	+1.5%	+10.0%	➖ noise
21	duckdb:duckdb	+1.3%	+0.0%	+1.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	+68.4%	+0.0%	+68.4%	+10.0%	🚨 regression
21	duckdb:vortex-file-compressed	+74.3%	+0.0%	+74.3%	+10.0%	🚨 regression
22	datafusion:arrow	+4.4%	-0.1%	+4.5%	+10.0%	➖ noise
22	datafusion:vortex-compact	+0.2%	-0.1%	+0.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.4%	-0.1%	+1.5%	+10.0%	➖ noise
22	duckdb:duckdb	+0.3%	-0.1%	+0.4%	+10.0%	➖ noise
22	duckdb:vortex-compact	-13.7%	-0.1%	-13.6%	+10.0%	✅ faster
22	duckdb:vortex-file-compressed	-8.7%	-0.1%	-8.6%	+10.0%	➖ noise

github-actions · 2026-04-30T15:42:46Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -3.4%
Vortex (geomean): 0.920x ➖
Parquet (geomean): 0.952x ➖
Shifts: Parquet (control) -4.8% · Median polish -6.1%

datafusion / vortex-file-compressed (0.869x ➖, 3↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	252398282	249719847	1.01
tpch_q02/datafusion:vortex-file-compressed	490719600	450171192	1.09
tpch_q03/datafusion:vortex-file-compressed	455471757	487372819	0.93
tpch_q04/datafusion:vortex-file-compressed	237152796	265041095	0.89
tpch_q05/datafusion:vortex-file-compressed 🚀	394653905	689347719	0.57
tpch_q06/datafusion:vortex-file-compressed	336181558	412795602	0.81
tpch_q07/datafusion:vortex-file-compressed	424596464	525081775	0.81
tpch_q08/datafusion:vortex-file-compressed 🚀	532033255	819130673	0.65
tpch_q09/datafusion:vortex-file-compressed 🚀	360231908	613355404	0.59
tpch_q10/datafusion:vortex-file-compressed	461576135	540221016	0.85
tpch_q11/datafusion:vortex-file-compressed	278586757	277461199	1.00
tpch_q12/datafusion:vortex-file-compressed	483188244	589139326	0.82
tpch_q13/datafusion:vortex-file-compressed	137040618	150422972	0.91
tpch_q14/datafusion:vortex-file-compressed	255742257	284912308	0.90
tpch_q15/datafusion:vortex-file-compressed	472757703	522142140	0.91
tpch_q16/datafusion:vortex-file-compressed	184937656	244934695	0.76
tpch_q17/datafusion:vortex-file-compressed	377456594	457733098	0.82
tpch_q18/datafusion:vortex-file-compressed	353323023	400982761	0.88
tpch_q19/datafusion:vortex-file-compressed	467250912	426817800	1.09
tpch_q20/datafusion:vortex-file-compressed	468897147	446241590	1.05
tpch_q21/datafusion:vortex-file-compressed	625389675	609485495	1.03
tpch_q22/datafusion:vortex-file-compressed	130262185	127729304	1.02

datafusion / vortex-compact (0.931x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	248272971	244742490	1.01
tpch_q02/datafusion:vortex-compact	518954711	423671166	1.22
tpch_q03/datafusion:vortex-compact	376681146	364064775	1.03
tpch_q04/datafusion:vortex-compact	204331881	290652811	0.70
tpch_q05/datafusion:vortex-compact	358948497	428170841	0.84
tpch_q06/datafusion:vortex-compact	318116324	424222829	0.75
tpch_q07/datafusion:vortex-compact	364966861	476807884	0.77
tpch_q08/datafusion:vortex-compact	509233273	501138735	1.02
tpch_q09/datafusion:vortex-compact	385674635	381700117	1.01
tpch_q10/datafusion:vortex-compact	443842548	424099196	1.05
tpch_q11/datafusion:vortex-compact	256296305	259017837	0.99
tpch_q12/datafusion:vortex-compact	427128188	433033657	0.99
tpch_q13/datafusion:vortex-compact	137074058	160302870	0.86
tpch_q14/datafusion:vortex-compact	264136816	272775130	0.97
tpch_q15/datafusion:vortex-compact	473106378	513298045	0.92
tpch_q16/datafusion:vortex-compact	182594778	209397032	0.87
tpch_q17/datafusion:vortex-compact	398420767	382501830	1.04
tpch_q18/datafusion:vortex-compact	303832039	358063743	0.85
tpch_q19/datafusion:vortex-compact	464688552	479600522	0.97
tpch_q20/datafusion:vortex-compact	424489992	464219360	0.91
tpch_q21/datafusion:vortex-compact	499230352	548854287	0.91
tpch_q22/datafusion:vortex-compact	107759366	113464820	0.95

datafusion / parquet (0.954x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	206700366	240107654	0.86
tpch_q02/datafusion:parquet	430341077	386989693	1.11
tpch_q03/datafusion:parquet	291566863	300481837	0.97
tpch_q04/datafusion:parquet	141821770	154433482	0.92
tpch_q05/datafusion:parquet	443934909	426798863	1.04
tpch_q06/datafusion:parquet	142358117	150571651	0.95
tpch_q07/datafusion:parquet	455293390	441234260	1.03
tpch_q08/datafusion:parquet	575608646	563919093	1.02
tpch_q09/datafusion:parquet	504736069	451806534	1.12
tpch_q10/datafusion:parquet	554221266	496021012	1.12
tpch_q11/datafusion:parquet	318442839	353370805	0.90
tpch_q12/datafusion:parquet	229697327	247648810	0.93
tpch_q13/datafusion:parquet	448565804	434211464	1.03
tpch_q14/datafusion:parquet	172787847	207018252	0.83
tpch_q15/datafusion:parquet	298674113	380186939	0.79
tpch_q16/datafusion:parquet	172552621	173000441	1.00
tpch_q17/datafusion:parquet	388574143	435966781	0.89
tpch_q18/datafusion:parquet	454587494	490302858	0.93
tpch_q19/datafusion:parquet	289450704	311596183	0.93
tpch_q20/datafusion:parquet	306858595	318123469	0.96
tpch_q21/datafusion:parquet	467494657	511630873	0.91
tpch_q22/datafusion:parquet	119052142	141061788	0.84

duckdb / vortex-file-compressed (0.943x ➖, 1↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	257444275	278883337	0.92
tpch_q02/duckdb:vortex-file-compressed	895544537	961761169	0.93
tpch_q03/duckdb:vortex-file-compressed	582270351	660660972	0.88
tpch_q04/duckdb:vortex-file-compressed	408489239	403550674	1.01
tpch_q05/duckdb:vortex-file-compressed	768823646	947841468	0.81
tpch_q06/duckdb:vortex-file-compressed	333687674	374813009	0.89
tpch_q07/duckdb:vortex-file-compressed	773262602	803361676	0.96
tpch_q08/duckdb:vortex-file-compressed	1061632114	992591220	1.07
tpch_q09/duckdb:vortex-file-compressed	904040456	859790470	1.05
tpch_q10/duckdb:vortex-file-compressed	761232809	747989757	1.02
tpch_q11/duckdb:vortex-file-compressed	508847590	517769331	0.98
tpch_q12/duckdb:vortex-file-compressed	633452491	490451277	1.29
tpch_q13/duckdb:vortex-file-compressed	406613155	462466015	0.88
tpch_q14/duckdb:vortex-file-compressed 🚀	349134353	500741995	0.70
tpch_q15/duckdb:vortex-file-compressed	330159241	303046160	1.09
tpch_q16/duckdb:vortex-file-compressed	343666165	390418817	0.88
tpch_q17/duckdb:vortex-file-compressed	509304452	697437904	0.73
tpch_q18/duckdb:vortex-file-compressed	564212985	547612732	1.03
tpch_q19/duckdb:vortex-file-compressed	503542882	450042897	1.12
tpch_q20/duckdb:vortex-file-compressed	734726712	812268922	0.90
tpch_q21/duckdb:vortex-file-compressed	1071937952	1081676706	0.99
tpch_q22/duckdb:vortex-file-compressed	311124338	384482492	0.81

duckdb / vortex-compact (0.937x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	296461161	271597797	1.09
tpch_q02/duckdb:vortex-compact	903862926	919699266	0.98
tpch_q03/duckdb:vortex-compact	493630255	631380252	0.78
tpch_q04/duckdb:vortex-compact	378572205	330611391	1.15
tpch_q05/duckdb:vortex-compact	758932324	850733118	0.89
tpch_q06/duckdb:vortex-compact	361692994	474945566	0.76
tpch_q07/duckdb:vortex-compact	804706228	765544491	1.05
tpch_q08/duckdb:vortex-compact	967971866	915751028	1.06
tpch_q09/duckdb:vortex-compact	869082106	894989795	0.97
tpch_q10/duckdb:vortex-compact	660076612	697986235	0.95
tpch_q11/duckdb:vortex-compact	524048088	512311184	1.02
tpch_q12/duckdb:vortex-compact	618571954	494771472	1.25
tpch_q13/duckdb:vortex-compact	375005522	463918277	0.81
tpch_q14/duckdb:vortex-compact	404150225	500885815	0.81
tpch_q15/duckdb:vortex-compact	278041966	281035416	0.99
tpch_q16/duckdb:vortex-compact	311926527	379565439	0.82
tpch_q17/duckdb:vortex-compact	527764232	622256863	0.85
tpch_q18/duckdb:vortex-compact	441585902	526919605	0.84
tpch_q19/duckdb:vortex-compact	455499434	422309546	1.08
tpch_q20/duckdb:vortex-compact	679396148	759219607	0.89
tpch_q21/duckdb:vortex-compact	1034682511	1081575380	0.96
tpch_q22/duckdb:vortex-compact	281916069	345746679	0.82

duckdb / parquet (0.950x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	424494116	484807737	0.88
tpch_q02/duckdb:parquet	1084048125	1119365740	0.97
tpch_q03/duckdb:parquet	1016847055	1070919846	0.95
tpch_q04/duckdb:parquet	636547777	717897839	0.89
tpch_q05/duckdb:parquet	1174909320	1177015622	1.00
tpch_q06/duckdb:parquet	407495804	408583590	1.00
tpch_q07/duckdb:parquet	1157134334	1183178474	0.98
tpch_q08/duckdb:parquet	1491291570	1539045323	0.97
tpch_q09/duckdb:parquet	1315791103	1383487084	0.95
tpch_q10/duckdb:parquet	1205182631	1310141651	0.92
tpch_q11/duckdb:parquet	704570860	805269849	0.87
tpch_q12/duckdb:parquet	693612125	700587703	0.99
tpch_q13/duckdb:parquet	898378760	879935084	1.02
tpch_q14/duckdb:parquet	622840860	697990827	0.89
tpch_q15/duckdb:parquet	501992267	552689342	0.91
tpch_q16/duckdb:parquet	632495456	694654305	0.91
tpch_q17/duckdb:parquet	700163000	755866673	0.93
tpch_q18/duckdb:parquet	846827988	859208756	0.99
tpch_q19/duckdb:parquet	737732970	746132896	0.99
tpch_q20/duckdb:parquet	1092914383	1150866009	0.95
tpch_q21/duckdb:parquet	1126044389	1106803465	1.02
tpch_q22/duckdb:parquet	560598324	583692821	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+1.4%	-13.2%	+16.8%	+66.7%	➖ noise
1	datafusion:vortex-file-compressed	+1.1%	-13.2%	+16.4%	+64.5%	➖ noise
1	duckdb:vortex-compact	+9.2%	-13.2%	+25.7%	+39.5%	➖ noise
1	duckdb:vortex-file-compressed	-7.7%	-13.2%	+6.3%	+48.7%	➖ noise
2	datafusion:vortex-compact	+22.5%	+3.8%	+18.0%	+31.6%	➖ noise
2	datafusion:vortex-file-compressed	+9.0%	+3.8%	+5.0%	+42.0%	➖ noise
2	duckdb:vortex-compact	-1.7%	+3.8%	-5.3%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-6.9%	+3.8%	-10.3%	+30.0%	➖ noise
3	datafusion:vortex-compact	+3.5%	-4.0%	+7.8%	+48.2%	➖ noise
3	datafusion:vortex-file-compressed	-6.5%	-4.0%	-2.6%	+51.5%	➖ noise
3	duckdb:vortex-compact	-21.8%	-4.0%	-18.5%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-11.9%	-4.0%	-8.2%	+30.0%	➖ noise
4	datafusion:vortex-compact	-29.7%	-9.8%	-22.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-10.5%	-9.8%	-0.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	+14.5%	-9.8%	+26.9%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.2%	-9.8%	+12.2%	+30.0%	➖ noise
5	datafusion:vortex-compact	-16.2%	+1.9%	-17.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-42.7%	+1.9%	-43.8%	+30.0%	✅ faster
5	duckdb:vortex-compact	-10.8%	+1.9%	-12.5%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-18.9%	+1.9%	-20.4%	+30.0%	➖ noise
6	datafusion:vortex-compact	-25.0%	-2.9%	-22.8%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-18.6%	-2.9%	-16.1%	+30.0%	➖ noise
6	duckdb:vortex-compact	-23.8%	-2.9%	-21.6%	+30.6%	➖ noise
6	duckdb:vortex-file-compressed	-11.0%	-2.9%	-8.3%	+30.0%	➖ noise
7	datafusion:vortex-compact	-23.5%	+0.5%	-23.8%	+30.0%	✅ faster
7	datafusion:vortex-file-compressed	-19.1%	+0.5%	-19.5%	+30.0%	➖ noise
7	duckdb:vortex-compact	+5.1%	+0.5%	+4.6%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.7%	+0.5%	-4.2%	+30.0%	➖ noise
8	datafusion:vortex-compact	+1.6%	-0.5%	+2.2%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-35.0%	-0.5%	-34.7%	+31.9%	✅ faster
8	duckdb:vortex-compact	+5.7%	-0.5%	+6.3%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+7.0%	-0.5%	+7.5%	+30.0%	➖ noise
9	datafusion:vortex-compact	+1.0%	+3.1%	-2.0%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-41.3%	+3.1%	-43.0%	+30.0%	✅ faster
9	duckdb:vortex-compact	-2.9%	+3.1%	-5.8%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+5.1%	+3.1%	+2.0%	+30.0%	➖ noise
10	datafusion:vortex-compact	+4.7%	+1.4%	+3.2%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-14.6%	+1.4%	-15.7%	+30.0%	➖ noise
10	duckdb:vortex-compact	-5.4%	+1.4%	-6.7%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.8%	+1.4%	+0.4%	+30.0%	➖ noise
11	datafusion:vortex-compact	-1.1%	-11.2%	+11.4%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.4%	-11.2%	+13.1%	+30.0%	➖ noise
11	duckdb:vortex-compact	+2.3%	-11.2%	+15.2%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.7%	-11.2%	+10.7%	+30.0%	➖ noise
12	datafusion:vortex-compact	-1.4%	-4.2%	+2.9%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-18.0%	-4.2%	-14.4%	+30.0%	➖ noise
12	duckdb:vortex-compact	+25.0%	-4.2%	+30.5%	+30.0%	🚨 regression
12	duckdb:vortex-file-compressed	+29.2%	-4.2%	+34.8%	+30.0%	🚨 regression
13	datafusion:vortex-compact	-14.5%	+2.7%	-16.7%	+36.8%	➖ noise
13	datafusion:vortex-file-compressed	-8.9%	+2.7%	-11.3%	+31.9%	➖ noise
13	duckdb:vortex-compact	-19.2%	+2.7%	-21.3%	+30.7%	➖ noise
13	duckdb:vortex-file-compressed	-12.1%	+2.7%	-14.4%	+30.0%	➖ noise
14	datafusion:vortex-compact	-3.2%	-13.7%	+12.2%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-10.2%	-13.7%	+4.0%	+30.0%	➖ noise
14	duckdb:vortex-compact	-19.3%	-13.7%	-6.5%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-30.3%	-13.7%	-19.2%	+30.0%	➖ noise
15	datafusion:vortex-compact	-7.8%	-15.5%	+9.1%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-9.5%	-15.5%	+7.2%	+30.0%	➖ noise
15	duckdb:vortex-compact	-1.1%	-15.5%	+17.1%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+8.9%	-15.5%	+29.0%	+33.4%	➖ noise
16	datafusion:vortex-compact	-12.8%	-4.7%	-8.5%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-24.5%	-4.7%	-20.8%	+30.0%	➖ noise
16	duckdb:vortex-compact	-17.8%	-4.7%	-13.8%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-12.0%	-4.7%	-7.6%	+30.0%	➖ noise
17	datafusion:vortex-compact	+4.2%	-9.1%	+14.6%	+33.0%	➖ noise
17	datafusion:vortex-file-compressed	-17.5%	-9.1%	-9.2%	+30.0%	➖ noise
17	duckdb:vortex-compact	-15.2%	-9.1%	-6.7%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-27.0%	-9.1%	-19.6%	+30.0%	➖ noise
18	datafusion:vortex-compact	-15.1%	-4.4%	-11.2%	+31.4%	➖ noise
18	datafusion:vortex-file-compressed	-11.9%	-4.4%	-7.8%	+30.0%	➖ noise
18	duckdb:vortex-compact	-16.2%	-4.4%	-12.3%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+3.0%	-4.4%	+7.8%	+30.0%	➖ noise
19	datafusion:vortex-compact	-3.1%	-4.2%	+1.1%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+9.5%	-4.2%	+14.2%	+30.0%	➖ noise
19	duckdb:vortex-compact	+7.9%	-4.2%	+12.5%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+11.9%	-4.2%	+16.7%	+30.0%	➖ noise
20	datafusion:vortex-compact	-8.6%	-4.3%	-4.5%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+5.1%	-4.3%	+9.8%	+30.0%	➖ noise
20	duckdb:vortex-compact	-10.5%	-4.3%	-6.5%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-9.5%	-4.3%	-5.5%	+30.0%	➖ noise
21	datafusion:vortex-compact	-9.0%	-3.6%	-5.7%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+2.6%	-3.6%	+6.4%	+30.0%	➖ noise
21	duckdb:vortex-compact	-4.3%	-3.6%	-0.8%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-0.9%	-3.6%	+2.8%	+30.0%	➖ noise
22	datafusion:vortex-compact	-5.0%	-10.0%	+5.5%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	+2.0%	-10.0%	+13.3%	+30.0%	➖ noise
22	duckdb:vortex-compact	-18.5%	-10.0%	-9.4%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-19.1%	-10.0%	-10.1%	+30.0%	➖ noise

github-actions · 2026-04-30T15:43:13Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.5%
Vortex (geomean): 0.983x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish -0.7%

duckdb / vortex-file-compressed (0.973x ➖, 1↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11587775	11273260	1.03
statpopgen_q01/duckdb:vortex-file-compressed 🚀	20280399	27873472	0.73
statpopgen_q02/duckdb:vortex-file-compressed	1377508984	1385316652	0.99
statpopgen_q03/duckdb:vortex-file-compressed	3140810760	3187771049	0.99
statpopgen_q04/duckdb:vortex-file-compressed	3146539170	3167296708	0.99
statpopgen_q05/duckdb:vortex-file-compressed	1472049552	1463503181	1.01
statpopgen_q06/duckdb:vortex-file-compressed	2127712789	2154656842	0.99
statpopgen_q07/duckdb:vortex-file-compressed	216153416	200347103	1.08
statpopgen_q08/duckdb:vortex-file-compressed	240856886	241594642	1.00
statpopgen_q09/duckdb:vortex-file-compressed	2892023315	3022492672	0.96
statpopgen_q10/duckdb:vortex-file-compressed	4715869087	4744606030	0.99

duckdb / vortex-compact (0.993x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11173805	11463403	0.97
statpopgen_q01/duckdb:vortex-compact	166564442	168429969	0.99
statpopgen_q02/duckdb:vortex-compact	1826173567	1840328315	0.99
statpopgen_q03/duckdb:vortex-compact	3530873741	3582325612	0.99
statpopgen_q04/duckdb:vortex-compact	3559088215	3558240928	1.00
statpopgen_q05/duckdb:vortex-compact	1873673669	1901623960	0.99
statpopgen_q06/duckdb:vortex-compact	2690691135	2714458368	0.99
statpopgen_q07/duckdb:vortex-compact	895304709	885443135	1.01
statpopgen_q08/duckdb:vortex-compact	923607023	918411753	1.01
statpopgen_q09/duckdb:vortex-compact	3335818878	3341486931	1.00
statpopgen_q10/duckdb:vortex-compact	5363127467	5403380024	0.99

duckdb / parquet (0.998x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	324425431	327627018	0.99
statpopgen_q01/duckdb:parquet	407551578	407389220	1.00
statpopgen_q02/duckdb:parquet	997544933	1002872465	0.99
statpopgen_q03/duckdb:parquet	1507545941	1520396339	0.99
statpopgen_q04/duckdb:parquet	1505475175	1520809575	0.99
statpopgen_q05/duckdb:parquet	1010399318	1004102067	1.01
statpopgen_q06/duckdb:parquet	1492544016	1496723322	1.00
statpopgen_q07/duckdb:parquet	1314287680	1300281025	1.01
statpopgen_q08/duckdb:parquet	1334174373	1308782958	1.02
statpopgen_q09/duckdb:parquet	1378742935	1389029871	0.99
statpopgen_q10/duckdb:parquet	2657703152	2697188308	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-2.5%	-1.0%	-1.6%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+2.8%	-1.0%	+3.8%	+10.0%	➖ noise
1	duckdb:vortex-compact	-1.1%	+0.0%	-1.1%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-27.2%	+0.0%	-27.3%	+195.8%	➖ noise
2	duckdb:vortex-compact	-0.8%	-0.5%	-0.2%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.6%	-0.5%	-0.0%	+10.0%	➖ noise
3	duckdb:vortex-compact	-1.4%	-0.8%	-0.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.5%	-0.8%	-0.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.0%	-1.0%	+1.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.7%	-1.0%	+0.4%	+10.0%	➖ noise
5	duckdb:vortex-compact	-1.5%	+0.6%	-2.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.6%	+0.6%	-0.0%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.9%	-0.3%	-0.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.3%	-0.3%	-1.0%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.1%	+1.1%	+0.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+7.9%	+1.1%	+6.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.6%	+1.9%	-1.3%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.3%	+1.9%	-2.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.2%	-0.7%	+0.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.3%	-0.7%	-3.6%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.7%	-1.5%	+0.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.6%	-1.5%	+0.9%	+10.0%	➖ noise

github-actions · 2026-04-30T15:43:15Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-04-30T15:45:26Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Vortex (geomean): 1.001x ➖
Parquet (geomean): 1.013x ➖
Shifts: Parquet (control) +1.3% · Median polish +2.1%

datafusion / vortex-file-compressed (1.026x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1677741	1682272	1.00
clickbench_q01/datafusion:vortex-file-compressed	19670427	18615658	1.06
clickbench_q02/datafusion:vortex-file-compressed	38018410	36570398	1.04
clickbench_q03/datafusion:vortex-file-compressed	44390374	42530427	1.04
clickbench_q04/datafusion:vortex-file-compressed	290825636	280396288	1.04
clickbench_q05/datafusion:vortex-file-compressed	312057812	294569918	1.06
clickbench_q06/datafusion:vortex-file-compressed	1637021	1673912	0.98
clickbench_q07/datafusion:vortex-file-compressed	22667431	21722520	1.04
clickbench_q08/datafusion:vortex-file-compressed	371553036	347866720	1.07
clickbench_q09/datafusion:vortex-file-compressed	548977534	546860812	1.00
clickbench_q10/datafusion:vortex-file-compressed	76214997	74643908	1.02
clickbench_q11/datafusion:vortex-file-compressed	86350807	83702296	1.03
clickbench_q12/datafusion:vortex-file-compressed	267022233	261777410	1.02
clickbench_q13/datafusion:vortex-file-compressed	416344560	402380101	1.03
clickbench_q14/datafusion:vortex-file-compressed	254235181	249552885	1.02
clickbench_q15/datafusion:vortex-file-compressed	340734686	318403875	1.07
clickbench_q16/datafusion:vortex-file-compressed	664231641	632459589	1.05
clickbench_q17/datafusion:vortex-file-compressed	643291994	630130337	1.02
clickbench_q18/datafusion:vortex-file-compressed	1364173416	1308676504	1.04
clickbench_q19/datafusion:vortex-file-compressed	37020887	35628444	1.04
clickbench_q20/datafusion:vortex-file-compressed	337756086	338722319	1.00
clickbench_q21/datafusion:vortex-file-compressed	370271971	362213945	1.02
clickbench_q22/datafusion:vortex-file-compressed	445609446	440402837	1.01
clickbench_q23/datafusion:vortex-file-compressed	641154944	640810385	1.00
clickbench_q24/datafusion:vortex-file-compressed	44758803	45233690	0.99
clickbench_q25/datafusion:vortex-file-compressed	73543862	68575648	1.07
clickbench_q26/datafusion:vortex-file-compressed	46786150	43830020	1.07
clickbench_q27/datafusion:vortex-file-compressed	705737601	731503473	0.96
clickbench_q28/datafusion:vortex-file-compressed	6728960673	6606476773	1.02
clickbench_q29/datafusion:vortex-file-compressed	229214298	233840872	0.98
clickbench_q30/datafusion:vortex-file-compressed	220308569	218871170	1.01
clickbench_q31/datafusion:vortex-file-compressed	257988856	249248826	1.04
clickbench_q32/datafusion:vortex-file-compressed	1132314653	1129722327	1.00
clickbench_q33/datafusion:vortex-file-compressed	1300517641	1269414844	1.02
clickbench_q34/datafusion:vortex-file-compressed	1290228542	1260763292	1.02
clickbench_q35/datafusion:vortex-file-compressed	465569791	456037059	1.02
clickbench_q36/datafusion:vortex-file-compressed	70103117	70483552	0.99
clickbench_q37/datafusion:vortex-file-compressed	35330071	34321861	1.03
clickbench_q38/datafusion:vortex-file-compressed	19379684	18325144	1.06
clickbench_q39/datafusion:vortex-file-compressed	134449311	129563930	1.04
clickbench_q40/datafusion:vortex-file-compressed	16144450	15769774	1.02
clickbench_q41/datafusion:vortex-file-compressed	14956688	14385573	1.04
clickbench_q42/datafusion:vortex-file-compressed	17326893	16628592	1.04

datafusion / parquet (1.019x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1529715	1533578	1.00
clickbench_q01/datafusion:parquet	18695487	19253707	0.97
clickbench_q02/datafusion:parquet	46205174	45990399	1.00
clickbench_q03/datafusion:parquet	37692096	37008556	1.02
clickbench_q04/datafusion:parquet	293017428	293327373	1.00
clickbench_q05/datafusion:parquet	355539442	340478729	1.04
clickbench_q06/datafusion:parquet	1539615	1546131	1.00
clickbench_q07/datafusion:parquet	21880961	21885725	1.00
clickbench_q08/datafusion:parquet	374226093	362953323	1.03
clickbench_q09/datafusion:parquet	624931927	610617326	1.02
clickbench_q10/datafusion:parquet	105317160	102940851	1.02
clickbench_q11/datafusion:parquet	131087109	128506280	1.02
clickbench_q12/datafusion:parquet	353541567	340250822	1.04
clickbench_q13/datafusion:parquet	487286908	481695617	1.01
clickbench_q14/datafusion:parquet	348479468	336449427	1.04
clickbench_q15/datafusion:parquet	340862319	338601604	1.01
clickbench_q16/datafusion:parquet	663319279	646665507	1.03
clickbench_q17/datafusion:parquet	654094065	629542447	1.04
clickbench_q18/datafusion:parquet	1312785559	1324305344	0.99
clickbench_q19/datafusion:parquet	29335616	29120930	1.01
clickbench_q20/datafusion:parquet	618045194	592464784	1.04
clickbench_q21/datafusion:parquet	672988109	647250284	1.04
clickbench_q22/datafusion:parquet	966307200	963305122	1.00
clickbench_q23/datafusion:parquet	3630721381	3590884273	1.01
clickbench_q24/datafusion:parquet	82233771	77196985	1.07
clickbench_q25/datafusion:parquet	134004251	130660589	1.03
clickbench_q26/datafusion:parquet	81796084	80735100	1.01
clickbench_q27/datafusion:parquet	1050526647	1042234317	1.01
clickbench_q28/datafusion:parquet	6672201578	6384641905	1.05
clickbench_q29/datafusion:parquet	237840864	246181861	0.97
clickbench_q30/datafusion:parquet	327750768	316018842	1.04
clickbench_q31/datafusion:parquet	363976955	354530857	1.03
clickbench_q32/datafusion:parquet	1208570882	1150814780	1.05
clickbench_q33/datafusion:parquet	1473112341	1436344850	1.03
clickbench_q34/datafusion:parquet	1473060011	1429754026	1.03
clickbench_q35/datafusion:parquet	459188170	449943912	1.02
clickbench_q36/datafusion:parquet	140474836	144962395	0.97
clickbench_q37/datafusion:parquet	56033529	56318339	0.99
clickbench_q38/datafusion:parquet	84348199	80558347	1.05
clickbench_q39/datafusion:parquet	264520803	254917090	1.04
clickbench_q40/datafusion:parquet	30369113	29400720	1.03
clickbench_q41/datafusion:parquet	28387507	27708834	1.02
clickbench_q42/datafusion:parquet	29885695	29158772	1.02

duckdb / vortex-file-compressed (0.976x ➖, 7↑ 3↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚨	6587017	5914475	1.11
clickbench_q01/duckdb:vortex-file-compressed	12598572	12815303	0.98
clickbench_q02/duckdb:vortex-file-compressed	26246283	24070821	1.09
clickbench_q03/duckdb:vortex-file-compressed	29618480	28853029	1.03
clickbench_q04/duckdb:vortex-file-compressed	181905473	180817391	1.01
clickbench_q05/duckdb:vortex-file-compressed	174544646	170113135	1.03
clickbench_q06/duckdb:vortex-file-compressed	20903508	20272691	1.03
clickbench_q07/duckdb:vortex-file-compressed 🚨	15692116	13725562	1.14
clickbench_q08/duckdb:vortex-file-compressed	258133184	256363182	1.01
clickbench_q09/duckdb:vortex-file-compressed	338692037	331011713	1.02
clickbench_q10/duckdb:vortex-file-compressed	66736350	64172097	1.04
clickbench_q11/duckdb:vortex-file-compressed	75921728	73981472	1.03
clickbench_q12/duckdb:vortex-file-compressed	189314316	184903875	1.02
clickbench_q13/duckdb:vortex-file-compressed	398362230	392853774	1.01
clickbench_q14/duckdb:vortex-file-compressed	224705024	220936654	1.02
clickbench_q15/duckdb:vortex-file-compressed	240232560	240889975	1.00
clickbench_q16/duckdb:vortex-file-compressed	585376844	569898435	1.03
clickbench_q17/duckdb:vortex-file-compressed	474722986	460008088	1.03
clickbench_q18/duckdb:vortex-file-compressed	983185813	958774632	1.03
clickbench_q19/duckdb:vortex-file-compressed	21160097	20344517	1.04
clickbench_q20/duckdb:vortex-file-compressed	323212019	336759604	0.96
clickbench_q21/duckdb:vortex-file-compressed	357700464	356756593	1.00
clickbench_q22/duckdb:vortex-file-compressed	524137253	547759263	0.96
clickbench_q23/duckdb:vortex-file-compressed 🚀	245425647	303659494	0.81
clickbench_q24/duckdb:vortex-file-compressed 🚨	39114336	34331198	1.14
clickbench_q25/duckdb:vortex-file-compressed	66746966	67892127	0.98
clickbench_q26/duckdb:vortex-file-compressed	49390107	45536233	1.08
clickbench_q27/duckdb:vortex-file-compressed	460092281	458036724	1.00
clickbench_q28/duckdb:vortex-file-compressed	2979216461	2957600454	1.01
clickbench_q29/duckdb:vortex-file-compressed	28257025	27016697	1.05
clickbench_q30/duckdb:vortex-file-compressed	187716924	179586456	1.05
clickbench_q31/duckdb:vortex-file-compressed	278453193	266254252	1.05
clickbench_q32/duckdb:vortex-file-compressed	1181335176	1117116068	1.06
clickbench_q33/duckdb:vortex-file-compressed	1126495043	1131092040	1.00
clickbench_q34/duckdb:vortex-file-compressed	1209275377	1188220480	1.02
clickbench_q35/duckdb:vortex-file-compressed	377867400	379463517	1.00
clickbench_q36/duckdb:vortex-file-compressed 🚀	24084659	28936983	0.83
clickbench_q37/duckdb:vortex-file-compressed 🚀	15591745	22069002	0.71
clickbench_q38/duckdb:vortex-file-compressed 🚀	17814461	23265516	0.77
clickbench_q39/duckdb:vortex-file-compressed	36954499	40387869	0.91
clickbench_q40/duckdb:vortex-file-compressed 🚀	15499608	22772479	0.68
clickbench_q41/duckdb:vortex-file-compressed 🚀	17066356	22015874	0.78
clickbench_q42/duckdb:vortex-file-compressed 🚀	17262227	23389210	0.74

duckdb / parquet (1.007x ➖, 0↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	25626862	27987513	0.92
clickbench_q01/duckdb:parquet	27708755	27216060	1.02
clickbench_q02/duckdb:parquet	48815090	49655533	0.98
clickbench_q03/duckdb:parquet	38280454	38037056	1.01
clickbench_q04/duckdb:parquet	201947749	200381535	1.01
clickbench_q05/duckdb:parquet	270894981	264646049	1.02
clickbench_q06/duckdb:parquet	45998734	45702719	1.01
clickbench_q07/duckdb:parquet	29171852	29438197	0.99
clickbench_q08/duckdb:parquet	267439925	263251362	1.02
clickbench_q09/duckdb:parquet	396234547	392722102	1.01
clickbench_q10/duckdb:parquet	79674961	80898488	0.98
clickbench_q11/duckdb:parquet	100831529	98094934	1.03
clickbench_q12/duckdb:parquet	290320113	292302868	0.99
clickbench_q13/duckdb:parquet	480983508	475448532	1.01
clickbench_q14/duckdb:parquet	320516764	328546358	0.98
clickbench_q15/duckdb:parquet	257437619	254777938	1.01
clickbench_q16/duckdb:parquet	645885825	639787673	1.01
clickbench_q17/duckdb:parquet	535875682	529256134	1.01
clickbench_q18/duckdb:parquet	1085509940	1062469878	1.02
clickbench_q19/duckdb:parquet	26399010	24987876	1.06
clickbench_q20/duckdb:parquet	426344330	420650775	1.01
clickbench_q21/duckdb:parquet	545361536	539992601	1.01
clickbench_q22/duckdb:parquet	930091997	928933542	1.00
clickbench_q23/duckdb:parquet	314009045	307529669	1.02
clickbench_q24/duckdb:parquet	66382302	69374525	0.96
clickbench_q25/duckdb:parquet	156536060	156105274	1.00
clickbench_q26/duckdb:parquet	51213960	50093242	1.02
clickbench_q27/duckdb:parquet	642393597	647124864	0.99
clickbench_q28/duckdb:parquet	4834360048	4819150514	1.00
clickbench_q29/duckdb:parquet	40879019	40121485	1.02
clickbench_q30/duckdb:parquet	304390103	302531887	1.01
clickbench_q31/duckdb:parquet	362690053	360910225	1.00
clickbench_q32/duckdb:parquet	1172921016	1145127304	1.02
clickbench_q33/duckdb:parquet	1241445654	1205118732	1.03
clickbench_q34/duckdb:parquet	1270893116	1260070285	1.01
clickbench_q35/duckdb:parquet	360716550	361891588	1.00
clickbench_q36/duckdb:parquet	46509058	47265849	0.98
clickbench_q37/duckdb:parquet	30604186	31120999	0.98
clickbench_q38/duckdb:parquet	35728585	33445028	1.07
clickbench_q39/duckdb:parquet	86997546	82806673	1.05
clickbench_q40/duckdb:parquet	17729930	17724080	1.00
clickbench_q41/duckdb:parquet	18383822	18243836	1.01
clickbench_q42/duckdb:parquet	22117910	21778866	1.02

duckdb / duckdb (1.033x ➖, 0↑ 3↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18301089	17788110	1.03
clickbench_q01/duckdb:duckdb	34441490	31869274	1.08
clickbench_q02/duckdb:duckdb	45914665	44204245	1.04
clickbench_q03/duckdb:duckdb	47863729	45758312	1.05
clickbench_q04/duckdb:duckdb	190010043	189261349	1.00
clickbench_q05/duckdb:duckdb	266954131	263976471	1.01
clickbench_q06/duckdb:duckdb 🚨	36724128	27931838	1.31
clickbench_q07/duckdb:duckdb	36936526	33972137	1.09
clickbench_q08/duckdb:duckdb	250397560	254557271	0.98
clickbench_q09/duckdb:duckdb	377264579	366968061	1.03
clickbench_q10/duckdb:duckdb	99789108	97514317	1.02
clickbench_q11/duckdb:duckdb	109280290	107042134	1.02
clickbench_q12/duckdb:duckdb	238044307	238934682	1.00
clickbench_q13/duckdb:duckdb	463329775	444671461	1.04
clickbench_q14/duckdb:duckdb	272119585	271810691	1.00
clickbench_q15/duckdb:duckdb	222144503	217977739	1.02
clickbench_q16/duckdb:duckdb	624975306	616870783	1.01
clickbench_q17/duckdb:duckdb	550441403	537921353	1.02
clickbench_q18/duckdb:duckdb	1170493885	1143433682	1.02
clickbench_q19/duckdb:duckdb	36520671	34169045	1.07
clickbench_q20/duckdb:duckdb 🚨	961957205	834914309	1.15
clickbench_q21/duckdb:duckdb 🚨	958836792	868062126	1.10
clickbench_q22/duckdb:duckdb	1048996319	996331839	1.05
clickbench_q23/duckdb:duckdb	260448455	254868827	1.02
clickbench_q24/duckdb:duckdb	61527587	61398949	1.00
clickbench_q25/duckdb:duckdb	142538929	141993021	1.00
clickbench_q26/duckdb:duckdb	60971353	60030507	1.02
clickbench_q27/duckdb:duckdb	926849631	901556110	1.03
clickbench_q28/duckdb:duckdb	4618285526	4647440137	0.99
clickbench_q29/duckdb:duckdb	49418331	47516493	1.04
clickbench_q30/duckdb:duckdb	260570124	260672088	1.00
clickbench_q31/duckdb:duckdb	434105811	427421518	1.02
clickbench_q32/duckdb:duckdb	1405461916	1494919524	0.94
clickbench_q33/duckdb:duckdb	1861251392	1959205297	0.95
clickbench_q34/duckdb:duckdb	1995215078	2047824771	0.97
clickbench_q35/duckdb:duckdb	284023974	272202684	1.04
clickbench_q36/duckdb:duckdb	43021774	41506784	1.04
clickbench_q37/duckdb:duckdb	33209739	31037611	1.07
clickbench_q38/duckdb:duckdb	31962581	30229022	1.06
clickbench_q39/duckdb:duckdb	65052936	67685243	0.96
clickbench_q40/duckdb:duckdb	33117585	31270310	1.06
clickbench_q41/duckdb:duckdb	31854812	29921065	1.06
clickbench_q42/duckdb:duckdb	32712600	30808218	1.06

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-0.3%	-4.4%	+4.4%	+773.1%	➖ noise
0	duckdb:duckdb	+2.9%	-4.4%	+7.7%	+288.5%	➖ noise
0	duckdb:vortex-file-compressed	+11.4%	-4.4%	+16.5%	+483.3%	➖ noise
1	datafusion:vortex-file-compressed	+5.7%	-0.6%	+6.3%	+22.4%	➖ noise
1	duckdb:duckdb	+8.1%	-0.6%	+8.7%	+58.9%	➖ noise
1	duckdb:vortex-file-compressed	-1.7%	-0.6%	-1.1%	+25.7%	➖ noise
2	datafusion:vortex-file-compressed	+4.0%	-0.6%	+4.6%	+17.4%	➖ noise
2	duckdb:duckdb	+3.9%	-0.6%	+4.5%	+21.1%	➖ noise
2	duckdb:vortex-file-compressed	+9.0%	-0.6%	+9.7%	+11.5%	➖ noise
3	datafusion:vortex-file-compressed	+4.4%	+1.2%	+3.1%	+142.6%	➖ noise
3	duckdb:duckdb	+4.6%	+1.2%	+3.3%	+42.2%	➖ noise
3	duckdb:vortex-file-compressed	+2.7%	+1.2%	+1.4%	+67.0%	➖ noise
4	datafusion:vortex-file-compressed	+3.7%	+0.3%	+3.4%	+10.0%	➖ noise
4	duckdb:duckdb	+0.4%	+0.3%	+0.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.6%	+0.3%	+0.3%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+5.9%	+3.4%	+2.5%	+10.0%	➖ noise
5	duckdb:duckdb	+1.1%	+3.4%	-2.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.6%	+3.4%	-0.8%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.2%	+0.1%	-2.3%	+120.1%	➖ noise
6	duckdb:duckdb	+31.5%	+0.1%	+31.3%	+30.2%	🚨 regression
6	duckdb:vortex-file-compressed	+3.1%	+0.1%	+3.0%	+19.5%	➖ noise
7	datafusion:vortex-file-compressed	+4.3%	-0.5%	+4.8%	+12.6%	➖ noise
7	duckdb:duckdb	+8.7%	-0.5%	+9.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+14.3%	-0.5%	+14.9%	+10.4%	🚨 regression
8	datafusion:vortex-file-compressed	+6.8%	+2.3%	+4.4%	+10.0%	➖ noise
8	duckdb:duckdb	-1.6%	+2.3%	-3.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.7%	+2.3%	-1.6%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.4%	+1.6%	-1.2%	+10.0%	➖ noise
9	duckdb:duckdb	+2.8%	+1.6%	+1.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.3%	+1.6%	+0.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+2.1%	+0.4%	+1.7%	+10.0%	➖ noise
10	duckdb:duckdb	+2.3%	+0.4%	+1.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+4.0%	+0.4%	+3.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+3.2%	+2.4%	+0.7%	+10.0%	➖ noise
11	duckdb:duckdb	+2.1%	+2.4%	-0.3%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.6%	+2.4%	+0.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.0%	+1.6%	+0.4%	+10.0%	➖ noise
12	duckdb:duckdb	-0.4%	+1.6%	-1.9%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.4%	+1.6%	+0.8%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+3.5%	+1.2%	+2.3%	+10.0%	➖ noise
13	duckdb:duckdb	+4.2%	+1.2%	+3.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+1.4%	+1.2%	+0.2%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.9%	+0.5%	+1.3%	+10.0%	➖ noise
14	duckdb:duckdb	+0.1%	+0.5%	-0.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.7%	+0.5%	+1.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+7.0%	+0.9%	+6.1%	+10.0%	➖ noise
15	duckdb:duckdb	+1.9%	+0.9%	+1.0%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.3%	+0.9%	-1.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+5.0%	+1.8%	+3.2%	+10.0%	➖ noise
16	duckdb:duckdb	+1.3%	+1.8%	-0.4%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+2.7%	+1.8%	+0.9%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+2.1%	+2.6%	-0.5%	+10.0%	➖ noise
17	duckdb:duckdb	+2.3%	+2.6%	-0.2%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+3.2%	+2.6%	+0.6%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+4.2%	+0.6%	+3.6%	+10.0%	➖ noise
18	duckdb:duckdb	+2.4%	+0.6%	+1.7%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+2.5%	+0.6%	+1.9%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+3.9%	+3.2%	+0.7%	+25.9%	➖ noise
19	duckdb:duckdb	+6.9%	+3.2%	+3.6%	+12.2%	➖ noise
19	duckdb:vortex-file-compressed	+4.0%	+3.2%	+0.8%	+17.2%	➖ noise
20	datafusion:vortex-file-compressed	-0.3%	+2.8%	-3.0%	+209.3%	➖ noise
20	duckdb:duckdb	+15.2%	+2.8%	+12.1%	+30.6%	➖ noise
20	duckdb:vortex-file-compressed	-4.0%	+2.8%	-6.7%	+28.4%	➖ noise
21	datafusion:vortex-file-compressed	+2.2%	+2.5%	-0.2%	+10.0%	➖ noise
21	duckdb:duckdb	+10.5%	+2.5%	+7.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.3%	+2.5%	-2.2%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.2%	+0.2%	+1.0%	+15.9%	➖ noise
22	duckdb:duckdb	+5.3%	+0.2%	+5.1%	+17.3%	➖ noise
22	duckdb:vortex-file-compressed	-4.3%	+0.2%	-4.5%	+19.5%	➖ noise
23	datafusion:vortex-file-compressed	+0.1%	+1.6%	-1.5%	+45.8%	➖ noise
23	duckdb:duckdb	+2.2%	+1.6%	+0.6%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-19.2%	+1.6%	-20.5%	+10.0%	✅ faster
24	datafusion:vortex-file-compressed	-1.0%	+1.0%	-2.0%	+10.0%	➖ noise
24	duckdb:duckdb	+0.2%	+1.0%	-0.7%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+13.9%	+1.0%	+12.8%	+22.3%	➖ noise
25	datafusion:vortex-file-compressed	+7.2%	+1.4%	+5.8%	+10.0%	➖ noise
25	duckdb:duckdb	+0.4%	+1.4%	-1.0%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-1.7%	+1.4%	-3.1%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+6.7%	+1.8%	+4.9%	+13.1%	➖ noise
26	duckdb:duckdb	+1.6%	+1.8%	-0.2%	+12.3%	➖ noise
26	duckdb:vortex-file-compressed	+8.5%	+1.8%	+6.6%	+15.1%	➖ noise
27	datafusion:vortex-file-compressed	-3.5%	+0.0%	-3.6%	+10.0%	➖ noise
27	duckdb:duckdb	+2.8%	+0.0%	+2.8%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+0.4%	+0.0%	+0.4%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+1.9%	+2.4%	-0.5%	+10.0%	➖ noise
28	duckdb:duckdb	-0.6%	+2.4%	-2.9%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.7%	+2.4%	-1.6%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-2.0%	-0.8%	-1.2%	+10.0%	➖ noise
29	duckdb:duckdb	+4.0%	-0.8%	+4.8%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+4.6%	-0.8%	+5.4%	+30.7%	➖ noise
30	datafusion:vortex-file-compressed	+0.7%	+2.2%	-1.5%	+10.0%	➖ noise
30	duckdb:duckdb	-0.0%	+2.2%	-2.1%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+4.5%	+2.2%	+2.3%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+3.5%	+1.6%	+1.9%	+10.0%	➖ noise
31	duckdb:duckdb	+1.6%	+1.6%	-0.0%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+4.6%	+1.6%	+3.0%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+0.2%	+3.7%	-3.4%	+13.0%	➖ noise
32	duckdb:duckdb	-6.0%	+3.7%	-9.4%	+10.0%	✅ faster
32	duckdb:vortex-file-compressed	+5.7%	+3.7%	+2.0%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+2.5%	+2.8%	-0.3%	+10.0%	➖ noise
33	duckdb:duckdb	-5.0%	+2.8%	-7.6%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-0.4%	+2.8%	-3.1%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+2.3%	+1.9%	+0.4%	+10.0%	➖ noise
34	duckdb:duckdb	-2.6%	+1.9%	-4.4%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+1.8%	+1.9%	-0.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+2.1%	+0.9%	+1.2%	+10.0%	➖ noise
35	duckdb:duckdb	+4.3%	+0.9%	+3.5%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-0.4%	+0.9%	-1.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-0.5%	-2.4%	+1.9%	+10.0%	➖ noise
36	duckdb:duckdb	+3.6%	-2.4%	+6.1%	+12.0%	➖ noise
36	duckdb:vortex-file-compressed	-16.8%	-2.4%	-14.8%	+11.6%	✅ faster
37	datafusion:vortex-file-compressed	+2.9%	-1.1%	+4.1%	+10.0%	➖ noise
37	duckdb:duckdb	+7.0%	-1.1%	+8.2%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-29.4%	-1.1%	-28.6%	+11.4%	✅ faster
38	datafusion:vortex-file-compressed	+5.8%	+5.8%	-0.0%	+11.7%	➖ noise
38	duckdb:duckdb	+5.7%	+5.8%	-0.0%	+11.4%	➖ noise
38	duckdb:vortex-file-compressed	-23.4%	+5.8%	-27.6%	+13.8%	✅ faster
39	datafusion:vortex-file-compressed	+3.8%	+4.4%	-0.6%	+10.0%	➖ noise
39	duckdb:duckdb	-3.9%	+4.4%	-8.0%	+13.5%	➖ noise
39	duckdb:vortex-file-compressed	-8.5%	+4.4%	-12.4%	+11.7%	✅ faster
40	datafusion:vortex-file-compressed	+2.4%	+1.7%	+0.7%	+10.4%	➖ noise
40	duckdb:duckdb	+5.9%	+1.7%	+4.2%	+14.1%	➖ noise
40	duckdb:vortex-file-compressed	-31.9%	+1.7%	-33.0%	+10.0%	✅ faster
41	datafusion:vortex-file-compressed	+4.0%	+1.6%	+2.3%	+10.0%	➖ noise
41	duckdb:duckdb	+6.5%	+1.6%	+4.8%	+11.1%	➖ noise
41	duckdb:vortex-file-compressed	-22.5%	+1.6%	-23.7%	+15.5%	✅ faster
42	datafusion:vortex-file-compressed	+4.2%	+2.0%	+2.1%	+10.0%	➖ noise
42	duckdb:duckdb	+6.2%	+2.0%	+4.1%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-26.2%	+2.0%	-27.7%	+10.4%	✅ faster

github-actions · 2026-04-30T15:45:28Z

File Sizes: Clickbench on NVME

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

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

Totals:

vortex-compact: 7.06 GB → 7.06 GB (-0.0%)
vortex-file-compressed: 14.01 GB → 14.01 GB (0.0%)

github-actions · 2026-04-30T15:52:28Z

🚨🚨🚨❌❌❌ SQL BENCHMARK FAILED ❌❌❌🚨🚨🚨

Benchmark TPC-H SF=10 on S3 failed! Check the workflow run for details.

Signed-off-by: Mikhail Kot <to@myrrc.dev>

github-actions · 2026-05-11T13:57:08Z

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

github-actions · 2026-05-11T14:05:59Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-05-12T13:58:58Z

Benchmarks: Random Access

Vortex (geomean): 0.892x ✅
Parquet (geomean): 0.943x ➖

unknown / unknown (0.923x ➖, 16↑ 0↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2019859	2695649	0.75
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1450560	1542383	0.94
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8319597653	8238725416	1.01
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8339739715	8214965002	1.02
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7519798	7854776	0.96
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚀	6517633	7538501	0.86
random-access/feature-vectors/uniform/lance-tokio-local-disk	5749649	5957859	0.97
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6511780	6805859	0.96
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8386511181	8277938973	1.01
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8400826589	8368079416	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk	12867820	13709995	0.94
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12715136	13510489	0.94
random-access/lance-tokio-local-disk	746321	786990	0.95
random-access/lance-tokio-local-disk-footer	1300250	1395322	0.93
random-access/nested-lists/correlated/lance-tokio-local-disk	247754	259407	0.96
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	619967	672596	0.92
random-access/nested-lists/correlated/parquet-tokio-local-disk	129978580	132533290	0.98
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	129390421	132184748	0.98
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚀	552979	655508	0.84
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚀	557375	638157	0.87
random-access/nested-lists/uniform/lance-tokio-local-disk	1102063	1149860	0.96
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1478767	1568086	0.94
random-access/nested-lists/uniform/parquet-tokio-local-disk	129332981	132261233	0.98
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	129287859	131885018	0.98
random-access/nested-lists/uniform/vortex-tokio-local-disk	2077658	2178648	0.95
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2055717	2158106	0.95
random-access/nested-structs/correlated/lance-tokio-local-disk	393076	413118	0.95
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	589861	635486	0.93
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚀	20253862	23682235	0.86
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚀	20201578	23732919	0.85
random-access/nested-structs/correlated/vortex-tokio-local-disk 🚀	716262	814358	0.88
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 🚀	722875	810454	0.89
random-access/nested-structs/uniform/lance-tokio-local-disk	2716300	2808015	0.97
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2935446	3042508	0.96
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚀	20085494	23763295	0.85
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚀	20104588	23649194	0.85
random-access/nested-structs/uniform/vortex-tokio-local-disk	1602379	1746711	0.92
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1611707	1751059	0.92
random-access/parquet-tokio-local-disk	164690702	175452722	0.94
random-access/parquet-tokio-local-disk-footer	164142784	174621918	0.94
random-access/taxi/correlated/lance-tokio-local-disk	932329	990884	0.94
random-access/taxi/correlated/lance-tokio-local-disk-footer	1562911	1689318	0.93
random-access/taxi/correlated/parquet-tokio-local-disk	246444634	261622122	0.94
random-access/taxi/correlated/parquet-tokio-local-disk-footer	246314713	262665740	0.94
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1526624	1962941	0.78
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1686019	1990541	0.85
random-access/taxi/uniform/lance-tokio-local-disk	9587888	9926745	0.97
random-access/taxi/uniform/lance-tokio-local-disk-footer	10281158	10637464	0.97
random-access/taxi/uniform/parquet-tokio-local-disk	261050629	278250858	0.94
random-access/taxi/uniform/parquet-tokio-local-disk-footer	261895400	278731295	0.94
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4380720	4917690	0.89
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4344513	4842216	0.90
random-access/vortex-tokio-local-disk 🚀	1157473	1348864	0.86
random-access/vortex-tokio-local-disk-footer 🚀	1171497	1355850	0.86

github-actions · 2026-05-12T14:08:08Z

Benchmarks: Compression

Vortex (geomean): 1.000x ➖
Parquet (geomean): 0.997x ➖

unknown / unknown (0.996x ➖, 1↑ 1↓)

name	PR `7b2bcbe` (ns)	base `2ee2033` (ns)	ratio (PR/base)
compress time/Arade	1193504580	1181909857	1.01
compress time/Bimbo	6901316280	7117784003	0.97
compress time/CMSprovider	2891104347	2929841566	0.99
compress time/Euro2016	443422114	446490647	0.99
compress time/Food	393201883	400620957	0.98
compress time/HashTags	823602120	858114144	0.96
compress time/TPC-H l_comment canonical	1337448774	1331098371	1.00
compress time/TPC-H l_comment chunked	1346142529	1368591407	0.98
compress time/taxi	734553071	752347098	0.98
compress time/wide table cols=100 chunks=1 rows=1000	12866115	12738052	1.01
compress time/wide table cols=100 chunks=50 rows=1000 🚨	13281860	11995985	1.11
compress time/wide table cols=1000 chunks=1 rows=1000	134388223	135376700	0.99
compress time/wide table cols=1000 chunks=50 rows=1000	132392540	130927304	1.01
compress time/wide table cols=10000 chunks=1 rows=1000	1518208553	1503538913	1.01
compress time/wide table cols=10000 chunks=50 rows=1000	1505213624	1488760211	1.01
decompress time/Arade	29732441	27844020	1.07
decompress time/Bimbo	88223658	89049070	0.99
decompress time/CMSprovider	83343318	83745402	1.00
decompress time/Euro2016	19584183	19888936	0.98
decompress time/Food	8524499	7761056	1.10
decompress time/HashTags	74248365	75638696	0.98
decompress time/TPC-H l_comment canonical	39912677	42520271	0.94
decompress time/TPC-H l_comment chunked	41742217	44905369	0.93
decompress time/taxi	15701722	16362592	0.96
decompress time/wide table cols=100 chunks=1 rows=1000	2734899	2815442	0.97
decompress time/wide table cols=100 chunks=50 rows=1000	2784274	2878858	0.97
decompress time/wide table cols=1000 chunks=1 rows=1000	25306159	25283685	1.00
decompress time/wide table cols=1000 chunks=50 rows=1000	25870143	25473691	1.02
decompress time/wide table cols=10000 chunks=1 rows=1000	274706058	296887816	0.93
decompress time/wide table cols=10000 chunks=50 rows=1000 🚀	272350097	302642584	0.90
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00
parquet_rs-zstd compress time/Arade	2660562222	2650549232	1.00
parquet_rs-zstd compress time/Bimbo	12924769929	13138204801	0.98
parquet_rs-zstd compress time/CMSprovider	7309446187	7388756970	0.99
parquet_rs-zstd compress time/Euro2016	1350715341	1392583276	0.97
parquet_rs-zstd compress time/Food	810475413	806092304	1.01
parquet_rs-zstd compress time/HashTags	2324498615	2312855919	1.01
parquet_rs-zstd compress time/TPC-H l_comment canonical	3271769696	3246691567	1.01
parquet_rs-zstd compress time/TPC-H l_comment chunked	3285886793	3327264565	0.99
parquet_rs-zstd compress time/taxi	1229747922	1241658295	0.99
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	7254952	7602143	0.95
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	7168516	6928987	1.03
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	79039666	79431967	1.00
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	79037857	81220465	0.97
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	805936013	803611973	1.00
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	788014746	810327803	0.97
parquet_rs-zstd decompress time/Arade	627071863	624064460	1.00
parquet_rs-zstd decompress time/Bimbo	1710346403	1717049145	1.00
parquet_rs-zstd decompress time/CMSprovider	1776692127	1759588255	1.01
parquet_rs-zstd decompress time/Euro2016	386056280	390987125	0.99
parquet_rs-zstd decompress time/Food	203768695	203537059	1.00
parquet_rs-zstd decompress time/HashTags	702182504	716203841	0.98
parquet_rs-zstd decompress time/TPC-H l_comment canonical	608726797	612552708	0.99
parquet_rs-zstd decompress time/TPC-H l_comment chunked	606500676	615383742	0.99
parquet_rs-zstd decompress time/taxi	251554146	250529058	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2968944	3214045	0.92
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	3039701	3061389	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	34595385	35043989	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	35465446	36548664	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	351464068	356707403	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	354786843	355174682	1.00
vortex-file-compressed size/Arade	145363796	145363796	1.00
vortex-file-compressed size/Bimbo	468763332	468763332	1.00
vortex-file-compressed size/CMSprovider	417907812	417907812	1.00
vortex-file-compressed size/Euro2016	163394924	163599156	1.00
vortex-file-compressed size/Food	41926936	41926936	1.00
vortex-file-compressed size/HashTags	195647828	195647828	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087360	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087360	1.00
vortex-file-compressed size/taxi	52363948	52363948	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957648	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.01
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.02
vortex:parquet-zstd ratio compress time/Food	0	0	0.98
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.95
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.00
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.00
vortex:parquet-zstd ratio compress time/taxi	0	0	0.99
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	1.06
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	1.07
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.00
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.04
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.04
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.06
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	0.99
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.00
vortex:parquet-zstd ratio decompress time/Food	0	0	1.10
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.00
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	0.94
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.94
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.96
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	0.97
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	0.94
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	0.90
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

myrrc added changelog/feature A new feature ext/duckdb Relates to the DuckDB integration labels Apr 30, 2026

myrrc force-pushed the myrrc/duckdb-pushdown-expression branch from 0f6d6f3 to 87d7c5a Compare April 30, 2026 11:44

myrrc marked this pull request as draft April 30, 2026 12:21

This was referenced Apr 30, 2026

Epic: duckdb performance/feature parity with Parquet #7716

Open

Support prefix/suffix/substring function pushdown to DuckDB. Fix contains() performance. #7734

Open

myrrc force-pushed the myrrc/duckdb-pushdown-expression branch 2 times, most recently from 90f46e6 to 86ce16f Compare April 30, 2026 15:25

myrrc added action/benchmark Trigger full benchmarks to run on this PR action/benchmark-sql Trigger SQL benchmarks to run on this PR labels Apr 30, 2026

github-actions Bot removed action/benchmark Trigger full benchmarks to run on this PR action/benchmark-sql Trigger SQL benchmarks to run on this PR labels Apr 30, 2026

initial

2d09370

Signed-off-by: Mikhail Kot <to@myrrc.dev>

don't support like pushdown

7736c90

myrrc force-pushed the myrrc/duckdb-pushdown-expression branch from 75bbb15 to 7736c90 Compare May 11, 2026 13:44

myrrc added action/benchmark Trigger full benchmarks to run on this PR action/benchmark-sql Trigger SQL benchmarks to run on this PR labels May 11, 2026

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better

734fac2

myrrc added action/benchmark Trigger full benchmarks to run on this PR action/benchmark-sql Trigger SQL benchmarks to run on this PR labels May 12, 2026

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myrrc force-pushed the myrrc/duckdb-pushdown-expression branch from 7b2bcbe to 734fac2 Compare May 13, 2026 10:43

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