Late materialization support for duckdb by myrrc · Pull Request #7631 · vortex-data/vortex

myrrc · 2026-04-24T17:19:29Z

Add file_index, file_row_number virtual columns.
Add file-based filtering (range, selection) to ScanRequest.
Add partition index method (TODO hacky).
Add late materialization support and row id columns support in duckdb.

github-actions · 2026-04-24T17:22:27Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`696cff3`		1	Explore Profiling Data

Previous Runs (4)

Status	Commit	Attempt	Link
🟢 Done	`8325606`	2	Explore Profiling Data
🟢 Done	`8325606`	1	Explore Profiling Data
🟢 Done	`b0f2e4a`	1	Explore Profiling Data
🟢 Done	`a3e6376`	1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-04-24T17:23:12Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.939x ➖

datafusion / vortex-file-compressed (0.939x ➖, 1↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	118357800	129069071	0.92
polarsignals_q01/datafusion:vortex-file-compressed 🚀	260261803	325245783	0.80
polarsignals_q02/datafusion:vortex-file-compressed	24848713	26373058	0.94
polarsignals_q03/datafusion:vortex-file-compressed	288307342	304420320	0.95
polarsignals_q04/datafusion:vortex-file-compressed	12724316	13962703	0.91
polarsignals_q05/datafusion:vortex-file-compressed	16609589	17361311	0.96
polarsignals_q06/datafusion:vortex-file-compressed	19860489	19597663	1.01
polarsignals_q07/datafusion:vortex-file-compressed	15282883	16064556	0.95
polarsignals_q08/datafusion:vortex-file-compressed	379464552	401769803	0.94
polarsignals_q09/datafusion:vortex-file-compressed	13229634	12851188	1.03

github-actions · 2026-04-24T17:23:14Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-04-24T17:24:14Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.5%
Vortex (geomean): 1.015x ➖
Parquet (geomean): 1.020x ➖
Shifts: Parquet (control) +2.0% · Median polish +1.2%

datafusion / vortex-file-compressed (1.052x ➖, 0↑ 3↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	5692615	5086568	1.12
fineweb_q01/datafusion:vortex-file-compressed	22448736	22287053	1.01
fineweb_q02/datafusion:vortex-file-compressed 🚨	24289323	21644072	1.12
fineweb_q03/datafusion:vortex-file-compressed	83179245	80232470	1.04
fineweb_q04/datafusion:vortex-file-compressed	237074260	239972465	0.99
fineweb_q05/datafusion:vortex-file-compressed	216783675	216686024	1.00
fineweb_q06/datafusion:vortex-file-compressed	56831714	52751297	1.08
fineweb_q07/datafusion:vortex-file-compressed 🚨	62763480	56174685	1.12
fineweb_q08/datafusion:vortex-file-compressed	22942837	22777786	1.01

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	6259325	`5810395`	1.08
fineweb_q01/datafusion:vortex-compact	127900009	125966974	1.02
fineweb_q02/datafusion:vortex-compact	133026021	129618676	1.03
fineweb_q03/datafusion:vortex-compact	1037231729	1021719005	1.02
fineweb_q04/datafusion:vortex-compact	1112913998	1123827113	0.99
fineweb_q05/datafusion:vortex-compact	960767096	954750276	1.01
fineweb_q06/datafusion:vortex-compact	537267624	529633640	1.01
fineweb_q07/datafusion:vortex-compact	554786026	550267290	1.01
fineweb_q08/datafusion:vortex-compact	19498330	18737858	1.04

datafusion / parquet (1.021x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6392475	6240996	1.02
fineweb_q01/datafusion:parquet	281349632	283756447	0.99
fineweb_q02/datafusion:parquet	290035999	284948129	1.02
fineweb_q03/datafusion:parquet	294222873	279009113	1.05
fineweb_q04/datafusion:parquet	303002028	295556972	1.03
fineweb_q05/datafusion:parquet	297947528	299273651	1.00
fineweb_q06/datafusion:parquet	290035543	288319831	1.01
fineweb_q07/datafusion:parquet	292115682	277594474	1.05
fineweb_q08/datafusion:parquet	279125195	272534427	1.02

duckdb / vortex-file-compressed (0.992x ➖, 2↑ 1↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	3424589	2950086	1.16
fineweb_q01/duckdb:vortex-file-compressed	23903017	22528135	1.06
fineweb_q02/duckdb:vortex-file-compressed	23607000	23412352	1.01
fineweb_q03/duckdb:vortex-file-compressed 🚀	120370510	154980727	0.78
fineweb_q04/duckdb:vortex-file-compressed	221231985	223033995	0.99
fineweb_q05/duckdb:vortex-file-compressed	213368094	215361759	0.99
fineweb_q06/duckdb:vortex-file-compressed	52811347	51720200	1.02
fineweb_q07/duckdb:vortex-file-compressed	58209582	54169341	1.07
fineweb_q08/duckdb:vortex-file-compressed 🚀	22584276	25203273	0.90

duckdb / vortex-compact (0.997x ➖, 1↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3890133	3733273	1.04
fineweb_q01/duckdb:vortex-compact	108827209	101569148	1.07
fineweb_q02/duckdb:vortex-compact	118012141	112502287	1.05
fineweb_q03/duckdb:vortex-compact	870155351	856836912	1.02
fineweb_q04/duckdb:vortex-compact	904394486	897434127	1.01
fineweb_q05/duckdb:vortex-compact	807435976	811031426	1.00
fineweb_q06/duckdb:vortex-compact	449998423	454996653	0.99
fineweb_q07/duckdb:vortex-compact	473839317	468767285	1.01
fineweb_q08/duckdb:vortex-compact 🚀	22208207	27186343	0.82

duckdb / parquet (1.020x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	27778046	26812763	1.04
fineweb_q01/duckdb:parquet	84576705	81440654	1.04
fineweb_q02/duckdb:parquet	84948141	83458095	1.02
fineweb_q03/duckdb:parquet	309889016	306738601	1.01
fineweb_q04/duckdb:parquet	440626765	437764304	1.01
fineweb_q05/duckdb:parquet	410526476	407952352	1.01
fineweb_q06/duckdb:parquet	198177955	197789425	1.00
fineweb_q07/duckdb:parquet	208985771	207833289	1.01
fineweb_q08/duckdb:parquet	34419126	32542086	1.06

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+7.7%	+3.0%	+4.6%	+52.5%	➖ noise
0	datafusion:vortex-file-compressed	+11.9%	+3.0%	+8.6%	+54.5%	➖ noise
0	duckdb:vortex-compact	+4.2%	+3.0%	+1.2%	+49.0%	➖ noise
0	duckdb:vortex-file-compressed	+16.1%	+3.0%	+12.7%	+80.9%	➖ noise
1	datafusion:vortex-compact	+1.5%	+1.5%	+0.1%	+17.3%	➖ noise
1	datafusion:vortex-file-compressed	+0.7%	+1.5%	-0.7%	+21.6%	➖ noise
1	duckdb:vortex-compact	+7.1%	+1.5%	+5.6%	+23.4%	➖ noise
1	duckdb:vortex-file-compressed	+6.1%	+1.5%	+4.6%	+60.1%	➖ noise
2	datafusion:vortex-compact	+2.6%	+1.8%	+0.8%	+15.5%	➖ noise
2	datafusion:vortex-file-compressed	+12.2%	+1.8%	+10.3%	+12.6%	➖ noise
2	duckdb:vortex-compact	+4.9%	+1.8%	+3.1%	+11.9%	➖ noise
2	duckdb:vortex-file-compressed	+0.8%	+1.8%	-0.9%	+12.6%	➖ noise
3	datafusion:vortex-compact	+1.5%	+3.2%	-1.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+3.7%	+3.2%	+0.4%	+43.6%	➖ noise
3	duckdb:vortex-compact	+1.6%	+3.2%	-1.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-22.3%	+3.2%	-24.8%	+21.7%	✅ faster
4	datafusion:vortex-compact	-1.0%	+1.6%	-2.5%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.2%	+1.6%	-2.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.8%	+1.6%	-0.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.8%	+1.6%	-2.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.6%	+0.1%	+0.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.0%	+0.1%	-0.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.4%	+0.1%	-0.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.9%	+0.1%	-1.0%	+10.0%	➖ noise
6	datafusion:vortex-compact	+1.4%	+0.4%	+1.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+7.7%	+0.4%	+7.3%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.1%	+0.4%	-1.5%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+2.1%	+0.4%	+1.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	+0.8%	+2.9%	-2.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+11.7%	+2.9%	+8.6%	+29.6%	➖ noise
7	duckdb:vortex-compact	+1.1%	+2.9%	-1.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+7.5%	+2.9%	+4.5%	+18.8%	➖ noise
8	datafusion:vortex-compact	+4.1%	+4.1%	-0.0%	+14.9%	➖ noise
8	datafusion:vortex-file-compressed	+0.7%	+4.1%	-3.2%	+14.7%	➖ noise
8	duckdb:vortex-compact	-18.3%	+4.1%	-21.5%	+22.3%	✅ faster
8	duckdb:vortex-file-compressed	-10.4%	+4.1%	-13.9%	+22.8%	➖ noise

github-actions · 2026-04-24T17:24:16Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-04-24T17:24:36Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.1%
Vortex (geomean): 1.068x ➖
Parquet (geomean): 1.057x ➖
Shifts: Parquet (control) +5.7% · Median polish +6.2%

datafusion / vortex-file-compressed (1.084x ➖, 0↑ 7↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	54279695	51701935	1.05
tpch_q02/datafusion:vortex-file-compressed	23423835	21766800	1.08
tpch_q03/datafusion:vortex-file-compressed 🚨	31186438	28215603	1.11
tpch_q04/datafusion:vortex-file-compressed	22901124	21408488	1.07
tpch_q05/datafusion:vortex-file-compressed 🚨	53879896	48897163	1.10
tpch_q06/datafusion:vortex-file-compressed	14209720	13431546	1.06
tpch_q07/datafusion:vortex-file-compressed	60973002	55772261	1.09
tpch_q08/datafusion:vortex-file-compressed	42606954	40180755	1.06
tpch_q09/datafusion:vortex-file-compressed	55304834	52394729	1.06
tpch_q10/datafusion:vortex-file-compressed	43046969	39916877	1.08
tpch_q11/datafusion:vortex-file-compressed	17731343	16405869	1.08
tpch_q12/datafusion:vortex-file-compressed	28284216	27040718	1.05
tpch_q13/datafusion:vortex-file-compressed	26760834	26653397	1.00
tpch_q14/datafusion:vortex-file-compressed	18558205	17134221	1.08
tpch_q15/datafusion:vortex-file-compressed 🚨	29700836	26546397	1.12
tpch_q16/datafusion:vortex-file-compressed 🚨	21188042	19131786	1.11
tpch_q17/datafusion:vortex-file-compressed 🚨	76879725	68882006	1.12
tpch_q18/datafusion:vortex-file-compressed 🚨	95902942	80896129	1.19
tpch_q19/datafusion:vortex-file-compressed	26389053	24013175	1.10
tpch_q20/datafusion:vortex-file-compressed	33275401	31002360	1.07
tpch_q21/datafusion:vortex-file-compressed	81674972	75210214	1.09
tpch_q22/datafusion:vortex-file-compressed 🚨	13937462	12451262	1.12

datafusion / vortex-compact (1.082x ➖, 0↑ 6↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	63688419	58911640	1.08
tpch_q02/datafusion:vortex-compact	27683295	25498829	1.09
tpch_q03/datafusion:vortex-compact 🚨	33592184	30090389	1.12
tpch_q04/datafusion:vortex-compact	26506154	25005717	1.06
tpch_q05/datafusion:vortex-compact	56714193	51795157	1.09
tpch_q06/datafusion:vortex-compact	16381800	14939545	1.10
tpch_q07/datafusion:vortex-compact 🚨	66625558	60468939	1.10
tpch_q08/datafusion:vortex-compact 🚨	49029253	43822665	1.12
tpch_q09/datafusion:vortex-compact	60796676	57605148	1.06
tpch_q10/datafusion:vortex-compact 🚨	52279181	47265945	1.11
tpch_q11/datafusion:vortex-compact	18114523	16934912	1.07
tpch_q12/datafusion:vortex-compact	35907636	33992765	1.06
tpch_q13/datafusion:vortex-compact	33626340	31429701	1.07
tpch_q14/datafusion:vortex-compact	21992990	20453807	1.08
tpch_q15/datafusion:vortex-compact	35269478	33437517	1.05
tpch_q16/datafusion:vortex-compact	24573100	23947595	1.03
tpch_q17/datafusion:vortex-compact 🚨	77212675	68084150	1.13
tpch_q18/datafusion:vortex-compact	91832029	85860684	1.07
tpch_q19/datafusion:vortex-compact	32941967	31206502	1.06
tpch_q20/datafusion:vortex-compact 🚨	38580150	34915779	1.10
tpch_q21/datafusion:vortex-compact	87109882	80187536	1.09
tpch_q22/datafusion:vortex-compact	13901478	12713587	1.09

datafusion / parquet (1.083x ➖, 0↑ 6↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	139868370	102011945	1.37
tpch_q02/datafusion:parquet 🚨	70019969	62394395	1.12
tpch_q03/datafusion:parquet	76001990	73333414	1.04
tpch_q04/datafusion:parquet	47449543	44687944	1.06
tpch_q05/datafusion:parquet	103056435	94794064	1.09
tpch_q06/datafusion:parquet 🚨	44238187	35721842	1.24
tpch_q07/datafusion:parquet	112172735	104937122	1.07
tpch_q08/datafusion:parquet	101195411	100420083	1.01
tpch_q09/datafusion:parquet	138388786	131044730	1.06
tpch_q10/datafusion:parquet	123553110	112999663	1.09
tpch_q11/datafusion:parquet 🚨	46849453	41731251	1.12
tpch_q12/datafusion:parquet	86219557	83825047	1.03
tpch_q13/datafusion:parquet	204436354	192743090	1.06
tpch_q14/datafusion:parquet	48955163	49211289	0.99
tpch_q15/datafusion:parquet	64277397	58646509	1.10
tpch_q16/datafusion:parquet	47069604	44873169	1.05
tpch_q17/datafusion:parquet 🚨	149248871	126048624	1.18
tpch_q18/datafusion:parquet 🚨	181259456	161420549	1.12
tpch_q19/datafusion:parquet	82492799	88221373	0.94
tpch_q20/datafusion:parquet	73728968	70003443	1.05
tpch_q21/datafusion:parquet	145093667	142018872	1.02
tpch_q22/datafusion:parquet	32893433	30418539	1.08

datafusion / arrow (1.165x ❌, 0↑ 17↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚨	57534217	50640310	1.14
tpch_q02/datafusion:arrow	19778397	19213686	1.03
tpch_q03/datafusion:arrow 🚨	35770779	30025930	1.19
tpch_q04/datafusion:arrow 🚨	30929907	25141724	1.23
tpch_q05/datafusion:arrow 🚨	95240325	73813132	1.29
tpch_q06/datafusion:arrow 🚨	26079636	19873221	1.31
tpch_q07/datafusion:arrow 🚨	117619156	101485765	1.16
tpch_q08/datafusion:arrow 🚨	53862744	45313646	1.19
tpch_q09/datafusion:arrow	73352010	67338458	1.09
tpch_q10/datafusion:arrow 🚨	56286698	49531459	1.14
tpch_q11/datafusion:arrow	10077460	9360583	1.08
tpch_q12/datafusion:arrow 🚨	58177067	51544948	1.13
tpch_q13/datafusion:arrow	50570052	48163768	1.05
tpch_q14/datafusion:arrow 🚨	25304754	22481543	1.13
tpch_q15/datafusion:arrow 🚨	52041564	46784357	1.11
tpch_q16/datafusion:arrow	20563361	19186743	1.07
tpch_q17/datafusion:arrow 🚨	79669581	67823816	1.17
tpch_q18/datafusion:arrow 🚨	156952148	134700534	1.17
tpch_q19/datafusion:arrow 🚨	46680642	34557644	1.35
tpch_q20/datafusion:arrow 🚨	45453443	33609654	1.35
tpch_q21/datafusion:arrow 🚨	171613778	141565832	1.21
tpch_q22/datafusion:arrow 🚨	19145390	17162222	1.12

duckdb / vortex-file-compressed (1.055x ➖, 0↑ 1↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31875531	31491178	1.01
tpch_q02/duckdb:vortex-file-compressed	24867019	24910951	1.00
tpch_q03/duckdb:vortex-file-compressed	29832008	28923635	1.03
tpch_q04/duckdb:vortex-file-compressed	29620187	28932925	1.02
tpch_q05/duckdb:vortex-file-compressed	33500390	32076500	1.04
tpch_q06/duckdb:vortex-file-compressed	11011887	10443908	1.05
tpch_q07/duckdb:vortex-file-compressed	38278517	36301189	1.05
tpch_q08/duckdb:vortex-file-compressed	38378851	37608867	1.02
tpch_q09/duckdb:vortex-file-compressed	77005831	72697207	1.06
tpch_q10/duckdb:vortex-file-compressed	35793671	34219771	1.05
tpch_q11/duckdb:vortex-file-compressed	15580633	14384563	1.08
tpch_q12/duckdb:vortex-file-compressed	23182222	22060886	1.05
tpch_q13/duckdb:vortex-file-compressed	36806977	34210954	1.08
tpch_q14/duckdb:vortex-file-compressed 🚨	23620335	19890205	1.19
tpch_q15/duckdb:vortex-file-compressed	17382720	16184279	1.07
tpch_q16/duckdb:vortex-file-compressed	29680971	27666918	1.07
tpch_q17/duckdb:vortex-file-compressed	25719918	24636787	1.04
tpch_q18/duckdb:vortex-file-compressed	51385959	49239591	1.04
tpch_q19/duckdb:vortex-file-compressed	30897137	28878807	1.07
tpch_q20/duckdb:vortex-file-compressed	36465671	34171488	1.07
tpch_q21/duckdb:vortex-file-compressed	112262400	105982800	1.06
tpch_q22/duckdb:vortex-file-compressed	18067652	17214737	1.05

duckdb / vortex-compact (1.052x ➖, 0↑ 1↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	39328184	38384018	1.02
tpch_q02/duckdb:vortex-compact	36907694	36064848	1.02
tpch_q03/duckdb:vortex-compact	33778621	31745645	1.06
tpch_q04/duckdb:vortex-compact	35641245	33890784	1.05
tpch_q05/duckdb:vortex-compact	39712443	36795106	1.08
tpch_q06/duckdb:vortex-compact	15281844	15086822	1.01
tpch_q07/duckdb:vortex-compact	45160651	41726310	1.08
tpch_q08/duckdb:vortex-compact	45652820	45309190	1.01
tpch_q09/duckdb:vortex-compact	89840864	82678083	1.09
tpch_q10/duckdb:vortex-compact	40730385	38367901	1.06
tpch_q11/duckdb:vortex-compact	19778020	18903834	1.05
tpch_q12/duckdb:vortex-compact	36201131	34650010	1.04
tpch_q13/duckdb:vortex-compact	45642914	43272691	1.05
tpch_q14/duckdb:vortex-compact	30910044	29351572	1.05
tpch_q15/duckdb:vortex-compact	20519462	19291794	1.06
tpch_q16/duckdb:vortex-compact	36353790	33602347	1.08
tpch_q17/duckdb:vortex-compact 🚨	33141007	29726567	1.11
tpch_q18/duckdb:vortex-compact	51195254	49465187	1.03
tpch_q19/duckdb:vortex-compact	36883219	35544326	1.04
tpch_q20/duckdb:vortex-compact	43712411	42528837	1.03
tpch_q21/duckdb:vortex-compact	119579061	111430265	1.07
tpch_q22/duckdb:vortex-compact	20227842	19549629	1.03

duckdb / parquet (1.032x ➖, 1↑ 2↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	78561737	89630140	0.88
tpch_q02/duckdb:parquet	41280663	38682124	1.07
tpch_q03/duckdb:parquet	72976543	69003524	1.06
tpch_q04/duckdb:parquet	49899470	47045120	1.06
tpch_q05/duckdb:parquet	71539484	67452206	1.06
tpch_q06/duckdb:parquet	20822869	20388812	1.02
tpch_q07/duckdb:parquet	71314057	71459660	1.00
tpch_q08/duckdb:parquet 🚨	89574701	80081678	1.12
tpch_q09/duckdb:parquet	149863709	144322124	1.04
tpch_q10/duckdb:parquet	124060553	123275063	1.01
tpch_q11/duckdb:parquet	24537761	22421825	1.09
tpch_q12/duckdb:parquet	47339359	45849374	1.03
tpch_q13/duckdb:parquet 🚨	277222982	248291979	1.12
tpch_q14/duckdb:parquet	50454283	49996557	1.01
tpch_q15/duckdb:parquet	25126696	24965861	1.01
tpch_q16/duckdb:parquet	58262784	56143831	1.04
tpch_q17/duckdb:parquet	51556872	50950918	1.01
tpch_q18/duckdb:parquet	113558843	113947102	1.00
tpch_q19/duckdb:parquet	66499740	65057372	1.02
tpch_q20/duckdb:parquet	64980612	64779932	1.00
tpch_q21/duckdb:parquet	173325701	160341877	1.08
tpch_q22/duckdb:parquet	51312411	51011259	1.01

duckdb / duckdb (1.040x ➖, 0↑ 1↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16206692	16093704	1.01
tpch_q02/duckdb:duckdb	13408563	12196039	1.10
tpch_q03/duckdb:duckdb 🚨	20207316	18151937	1.11
tpch_q04/duckdb:duckdb	19532667	19724918	0.99
tpch_q05/duckdb:duckdb	20724817	19635718	1.06
tpch_q06/duckdb:duckdb	5513721	5486892	1.00
tpch_q07/duckdb:duckdb	23249726	22193669	1.05
tpch_q08/duckdb:duckdb	21367080	20932399	1.02
tpch_q09/duckdb:duckdb	57719036	52890587	1.09
tpch_q10/duckdb:duckdb	44761124	44492177	1.01
tpch_q11/duckdb:duckdb	6181049	5946669	1.04
tpch_q12/duckdb:duckdb	14010423	14087253	0.99
tpch_q13/duckdb:duckdb	38059309	37237935	1.02
tpch_q14/duckdb:duckdb	18621292	17355581	1.07
tpch_q15/duckdb:duckdb	12549512	12172407	1.03
tpch_q16/duckdb:duckdb	24101684	23965884	1.01
tpch_q17/duckdb:duckdb	14323016	14200424	1.01
tpch_q18/duckdb:duckdb	39325255	38152107	1.03
tpch_q19/duckdb:duckdb	30061594	27675066	1.09
tpch_q20/duckdb:duckdb	23430675	22419399	1.05
tpch_q21/duckdb:duckdb	61478743	56281386	1.09
tpch_q22/duckdb:duckdb	25495842	24619712	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+13.6%	+9.6%	+3.6%	+20.8%	➖ noise
1	datafusion:vortex-compact	+8.1%	+9.6%	-1.4%	+18.6%	➖ noise
1	datafusion:vortex-file-compressed	+5.0%	+9.6%	-4.2%	+20.4%	➖ noise
1	duckdb:duckdb	+0.7%	+9.6%	-8.1%	+19.5%	➖ noise
1	duckdb:vortex-compact	+2.5%	+9.6%	-6.5%	+18.7%	➖ noise
1	duckdb:vortex-file-compressed	+1.2%	+9.6%	-7.7%	+21.8%	➖ noise
2	datafusion:arrow	+2.9%	+9.4%	-5.9%	+10.0%	➖ noise
2	datafusion:vortex-compact	+8.6%	+9.4%	-0.8%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+7.6%	+9.4%	-1.7%	+10.0%	➖ noise
2	duckdb:duckdb	+9.9%	+9.4%	+0.5%	+10.0%	➖ noise
2	duckdb:vortex-compact	+2.3%	+9.4%	-6.5%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.2%	+9.4%	-8.8%	+10.0%	➖ noise
3	datafusion:arrow	+19.1%	+4.7%	+13.8%	+10.0%	🚨 regression
3	datafusion:vortex-compact	+11.6%	+4.7%	+6.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+10.5%	+4.7%	+5.6%	+10.0%	➖ noise
3	duckdb:duckdb	+11.3%	+4.7%	+6.3%	+11.6%	➖ noise
3	duckdb:vortex-compact	+6.4%	+4.7%	+1.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+3.1%	+4.7%	-1.5%	+11.7%	➖ noise
4	datafusion:arrow	+23.0%	+6.1%	+15.9%	+10.0%	🚨 regression
4	datafusion:vortex-compact	+6.0%	+6.1%	-0.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+7.0%	+6.1%	+0.8%	+10.0%	➖ noise
4	duckdb:duckdb	-1.0%	+6.1%	-6.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+5.2%	+6.1%	-0.9%	+12.5%	➖ noise
4	duckdb:vortex-file-compressed	+2.4%	+6.1%	-3.5%	+10.0%	➖ noise
5	datafusion:arrow	+29.0%	+7.4%	+20.2%	+10.0%	🚨 regression
5	datafusion:vortex-compact	+9.5%	+7.4%	+2.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+10.2%	+7.4%	+2.6%	+10.0%	➖ noise
5	duckdb:duckdb	+5.5%	+7.4%	-1.7%	+10.3%	➖ noise
5	duckdb:vortex-compact	+7.9%	+7.4%	+0.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+4.4%	+7.4%	-2.7%	+14.5%	➖ noise
6	datafusion:arrow	+31.2%	+12.5%	+16.7%	+17.7%	➖ noise
6	datafusion:vortex-compact	+9.7%	+12.5%	-2.5%	+15.8%	➖ noise
6	datafusion:vortex-file-compressed	+5.8%	+12.5%	-5.9%	+14.9%	➖ noise
6	duckdb:duckdb	+0.5%	+12.5%	-10.6%	+14.7%	➖ noise
6	duckdb:vortex-compact	+1.3%	+12.5%	-9.9%	+22.2%	➖ noise
6	duckdb:vortex-file-compressed	+5.4%	+12.5%	-6.2%	+14.2%	➖ noise
7	datafusion:arrow	+15.9%	+3.3%	+12.2%	+11.6%	🚨 regression
7	datafusion:vortex-compact	+10.2%	+3.3%	+6.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+9.3%	+3.3%	+5.8%	+10.0%	➖ noise
7	duckdb:duckdb	+4.8%	+3.3%	+1.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	+8.2%	+3.3%	+4.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+5.4%	+3.3%	+2.1%	+10.0%	➖ noise
8	datafusion:arrow	+18.9%	+6.2%	+12.0%	+10.2%	🚨 regression
8	datafusion:vortex-compact	+11.9%	+6.2%	+5.4%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+6.0%	+6.2%	-0.1%	+10.0%	➖ noise
8	duckdb:duckdb	+2.1%	+6.2%	-3.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.8%	+6.2%	-5.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.0%	+6.2%	-3.9%	+11.5%	➖ noise
9	datafusion:arrow	+8.9%	+4.7%	+4.0%	+10.2%	➖ noise
9	datafusion:vortex-compact	+5.5%	+4.7%	+0.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+5.6%	+4.7%	+0.8%	+10.0%	➖ noise
9	duckdb:duckdb	+9.1%	+4.7%	+4.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	+8.7%	+4.7%	+3.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+5.9%	+4.7%	+1.2%	+10.0%	➖ noise
10	datafusion:arrow	+13.6%	+4.9%	+8.3%	+10.8%	➖ noise
10	datafusion:vortex-compact	+10.6%	+4.9%	+5.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+7.8%	+4.9%	+2.8%	+10.0%	➖ noise
10	duckdb:duckdb	+0.6%	+4.9%	-4.1%	+11.2%	➖ noise
10	duckdb:vortex-compact	+6.2%	+4.9%	+1.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+4.6%	+4.9%	-0.3%	+10.0%	➖ noise
11	datafusion:arrow	+7.7%	+10.8%	-2.9%	+10.0%	➖ noise
11	datafusion:vortex-compact	+7.0%	+10.8%	-3.5%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+8.1%	+10.8%	-2.5%	+10.0%	➖ noise
11	duckdb:duckdb	+3.9%	+10.8%	-6.2%	+10.0%	➖ noise
11	duckdb:vortex-compact	+4.6%	+10.8%	-5.6%	+11.1%	➖ noise
11	duckdb:vortex-file-compressed	+8.3%	+10.8%	-2.3%	+13.1%	➖ noise
12	datafusion:arrow	+12.9%	+3.1%	+9.5%	+18.3%	➖ noise
12	datafusion:vortex-compact	+5.6%	+3.1%	+2.5%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+4.6%	+3.1%	+1.5%	+11.9%	➖ noise
12	duckdb:duckdb	-0.5%	+3.1%	-3.5%	+10.3%	➖ noise
12	duckdb:vortex-compact	+4.5%	+3.1%	+1.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+5.1%	+3.1%	+2.0%	+11.9%	➖ noise
13	datafusion:arrow	+5.0%	+8.8%	-3.5%	+10.0%	➖ noise
13	datafusion:vortex-compact	+7.0%	+8.8%	-1.7%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.4%	+8.8%	-7.7%	+10.0%	➖ noise
13	duckdb:duckdb	+2.2%	+8.8%	-6.1%	+10.6%	➖ noise
13	duckdb:vortex-compact	+5.5%	+8.8%	-3.1%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+7.6%	+8.8%	-1.1%	+10.0%	➖ noise
14	datafusion:arrow	+12.6%	+0.2%	+12.3%	+10.9%	🚨 regression
14	datafusion:vortex-compact	+7.5%	+0.2%	+7.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+8.3%	+0.2%	+8.1%	+10.0%	➖ noise
14	duckdb:duckdb	+7.3%	+0.2%	+7.1%	+17.7%	➖ noise
14	duckdb:vortex-compact	+5.3%	+0.2%	+5.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+18.8%	+0.2%	+18.5%	+13.9%	🚨 regression
15	datafusion:arrow	+11.2%	+5.0%	+5.9%	+11.7%	➖ noise
15	datafusion:vortex-compact	+5.5%	+5.0%	+0.4%	+11.5%	➖ noise
15	datafusion:vortex-file-compressed	+11.9%	+5.0%	+6.5%	+14.3%	➖ noise
15	duckdb:duckdb	+3.1%	+5.0%	-1.8%	+13.1%	➖ noise
15	duckdb:vortex-compact	+6.4%	+5.0%	+1.3%	+14.2%	➖ noise
15	duckdb:vortex-file-compressed	+7.4%	+5.0%	+2.3%	+12.8%	➖ noise
16	datafusion:arrow	+7.2%	+4.3%	+2.7%	+10.0%	➖ noise
16	datafusion:vortex-compact	+2.6%	+4.3%	-1.6%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+10.7%	+4.3%	+6.1%	+10.0%	➖ noise
16	duckdb:duckdb	+0.6%	+4.3%	-3.6%	+10.0%	➖ noise
16	duckdb:vortex-compact	+8.2%	+4.3%	+3.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+7.3%	+4.3%	+2.8%	+10.0%	➖ noise
17	datafusion:arrow	+17.5%	+9.5%	+7.3%	+12.5%	➖ noise
17	datafusion:vortex-compact	+13.4%	+9.5%	+3.6%	+10.7%	➖ noise
17	datafusion:vortex-file-compressed	+11.6%	+9.5%	+2.0%	+13.0%	➖ noise
17	duckdb:duckdb	+0.9%	+9.5%	-7.9%	+11.1%	➖ noise
17	duckdb:vortex-compact	+11.5%	+9.5%	+1.9%	+13.7%	➖ noise
17	duckdb:vortex-file-compressed	+4.4%	+9.5%	-4.6%	+12.4%	➖ noise
18	datafusion:arrow	+16.5%	+5.8%	+10.1%	+10.0%	🚨 regression
18	datafusion:vortex-compact	+7.0%	+5.8%	+1.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+18.6%	+5.8%	+12.1%	+10.0%	🚨 regression
18	duckdb:duckdb	+3.1%	+5.8%	-2.6%	+10.0%	➖ noise
18	duckdb:vortex-compact	+3.5%	+5.8%	-2.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.4%	+5.8%	-1.3%	+10.0%	➖ noise
19	datafusion:arrow	+35.1%	-2.2%	+38.2%	+15.1%	🚨 regression
19	datafusion:vortex-compact	+5.6%	-2.2%	+8.0%	+12.8%	➖ noise
19	datafusion:vortex-file-compressed	+9.9%	-2.2%	+12.4%	+13.8%	➖ noise
19	duckdb:duckdb	+8.6%	-2.2%	+11.1%	+12.3%	➖ noise
19	duckdb:vortex-compact	+3.8%	-2.2%	+6.1%	+13.0%	➖ noise
19	duckdb:vortex-file-compressed	+7.0%	-2.2%	+9.4%	+14.1%	➖ noise
20	datafusion:arrow	+35.2%	+2.8%	+31.6%	+10.3%	🚨 regression
20	datafusion:vortex-compact	+10.5%	+2.8%	+7.5%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+7.3%	+2.8%	+4.4%	+10.0%	➖ noise
20	duckdb:duckdb	+4.5%	+2.8%	+1.7%	+10.0%	➖ noise
20	duckdb:vortex-compact	+2.8%	+2.8%	-0.0%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+6.7%	+2.8%	+3.8%	+11.2%	➖ noise
21	datafusion:arrow	+21.2%	+5.1%	+15.4%	+10.0%	🚨 regression
21	datafusion:vortex-compact	+8.6%	+5.1%	+3.4%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+8.6%	+5.1%	+3.3%	+10.0%	➖ noise
21	duckdb:duckdb	+9.2%	+5.1%	+3.9%	+10.0%	➖ noise
21	duckdb:vortex-compact	+7.3%	+5.1%	+2.1%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+5.9%	+5.1%	+0.8%	+10.0%	➖ noise
22	datafusion:arrow	+11.6%	+4.3%	+7.0%	+10.0%	➖ noise
22	datafusion:vortex-compact	+9.3%	+4.3%	+4.8%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+11.9%	+4.3%	+7.3%	+10.0%	➖ noise
22	duckdb:duckdb	+3.6%	+4.3%	-0.7%	+10.0%	➖ noise
22	duckdb:vortex-compact	+3.5%	+4.3%	-0.8%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+5.0%	+4.3%	+0.6%	+12.6%	➖ noise

github-actions · 2026-04-24T17:24:38Z

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-24T17:26:57Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +4.1%
Vortex (geomean): 1.114x ❌
Parquet (geomean): 1.075x ➖
Shifts: Parquet (control) +7.5% · Median polish +10.5%

datafusion / vortex-file-compressed (1.113x ❌, 1↑ 58↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚨	27559918	24387919	1.13
tpcds_q02/datafusion:vortex-file-compressed	49474097	46279587	1.07
tpcds_q03/datafusion:vortex-file-compressed	16319296	15803959	1.03
tpcds_q04/datafusion:vortex-file-compressed 🚨	277930962	246343696	1.13
tpcds_q05/datafusion:vortex-file-compressed	47865959	44265986	1.08
tpcds_q06/datafusion:vortex-file-compressed	60151536	58856973	1.02
tpcds_q07/datafusion:vortex-file-compressed 🚨	44874824	39851219	1.13
tpcds_q08/datafusion:vortex-file-compressed	32212490	29985875	1.07
tpcds_q09/datafusion:vortex-file-compressed	47546441	45439832	1.05
tpcds_q10/datafusion:vortex-file-compressed	40700033	37556331	1.08
tpcds_q11/datafusion:vortex-file-compressed 🚨	147097679	130699736	1.13
tpcds_q12/datafusion:vortex-file-compressed	20435753	19780883	1.03
tpcds_q13/datafusion:vortex-file-compressed	45094435	43834680	1.03
tpcds_q14/datafusion:vortex-file-compressed	182530839	167569084	1.09
tpcds_q15/datafusion:vortex-file-compressed	29052839	26937267	1.08
tpcds_q16/datafusion:vortex-file-compressed 🚨	31849101	28005993	1.14
tpcds_q17/datafusion:vortex-file-compressed 🚨	67587756	60362989	1.12
tpcds_q18/datafusion:vortex-file-compressed	70319606	68936477	1.02
tpcds_q19/datafusion:vortex-file-compressed	23130172	21592104	1.07
tpcds_q20/datafusion:vortex-file-compressed 🚨	23871434	20333786	1.17
tpcds_q21/datafusion:vortex-file-compressed 🚨	39792861	34798383	1.14
tpcds_q22/datafusion:vortex-file-compressed	151133414	148554846	1.02
tpcds_q23/datafusion:vortex-file-compressed 🚨	163755691	147487935	1.11
tpcds_q24/datafusion:vortex-file-compressed 🚨	90319918	81220400	1.11
tpcds_q25/datafusion:vortex-file-compressed 🚨	73573981	65302712	1.13
tpcds_q26/datafusion:vortex-file-compressed	34788989	34171320	1.02
tpcds_q27/datafusion:vortex-file-compressed	110699261	103677002	1.07
tpcds_q28/datafusion:vortex-file-compressed	43460873	42983949	1.01
tpcds_q29/datafusion:vortex-file-compressed 🚨	69960142	62243956	1.12
tpcds_q30/datafusion:vortex-file-compressed	25132547	22933705	1.10
tpcds_q31/datafusion:vortex-file-compressed 🚨	81895583	72550434	1.13
tpcds_q32/datafusion:vortex-file-compressed 🚨	22328016	20111850	1.11
tpcds_q33/datafusion:vortex-file-compressed	31968603	29570022	1.08
tpcds_q34/datafusion:vortex-file-compressed	25503301	23659013	1.08
tpcds_q35/datafusion:vortex-file-compressed 🚨	48508814	43754606	1.11
tpcds_q36/datafusion:vortex-file-compressed	61888042	57103299	1.08
tpcds_q37/datafusion:vortex-file-compressed 🚨	28760507	24802708	1.16
tpcds_q38/datafusion:vortex-file-compressed 🚨	48065078	43117790	1.11
tpcds_q39/datafusion:vortex-file-compressed 🚨	121702432	102206037	1.19
tpcds_q40/datafusion:vortex-file-compressed	34922933	32320738	1.08
tpcds_q41/datafusion:vortex-file-compressed 🚨	18017578	15447054	1.17
tpcds_q42/datafusion:vortex-file-compressed 🚨	16087034	13716884	1.17
tpcds_q43/datafusion:vortex-file-compressed	20208886	18889164	1.07
tpcds_q44/datafusion:vortex-file-compressed	34306037	32964018	1.04
tpcds_q45/datafusion:vortex-file-compressed	28655142	26668880	1.07
tpcds_q46/datafusion:vortex-file-compressed 🚨	40424912	34798021	1.16
tpcds_q47/datafusion:vortex-file-compressed 🚨	144593722	129365106	1.12
tpcds_q48/datafusion:vortex-file-compressed 🚨	41297092	37436728	1.10
tpcds_q49/datafusion:vortex-file-compressed 🚨	63125535	57187730	1.10
tpcds_q50/datafusion:vortex-file-compressed	42542150	39006015	1.09
tpcds_q51/datafusion:vortex-file-compressed	93413288	87265267	1.07
tpcds_q52/datafusion:vortex-file-compressed	15332275	14337833	1.07
tpcds_q53/datafusion:vortex-file-compressed 🚨	23186762	21038160	1.10
tpcds_q54/datafusion:vortex-file-compressed	37505072	35746284	1.05
tpcds_q55/datafusion:vortex-file-compressed 🚨	15052583	13628348	1.10
tpcds_q56/datafusion:vortex-file-compressed	30760975	29802997	1.03
tpcds_q57/datafusion:vortex-file-compressed	108881896	113296055	0.96
tpcds_q58/datafusion:vortex-file-compressed	56049812	52352134	1.07
tpcds_q59/datafusion:vortex-file-compressed	58939241	56985437	1.03
tpcds_q60/datafusion:vortex-file-compressed	32321274	30311561	1.07
tpcds_q61/datafusion:vortex-file-compressed	43940660	40925611	1.07
tpcds_q62/datafusion:vortex-file-compressed 🚀	24809692	27610248	0.90
tpcds_q63/datafusion:vortex-file-compressed 🚨	23536137	20652564	1.14
tpcds_q64/datafusion:vortex-file-compressed	436073718	420506287	1.04
tpcds_q65/datafusion:vortex-file-compressed 🚨	44358100	39192833	1.13
tpcds_q66/datafusion:vortex-file-compressed	78597346	73262837	1.07
tpcds_q67/datafusion:vortex-file-compressed	154062011	142563446	1.08
tpcds_q68/datafusion:vortex-file-compressed 🚨	37699772	32614927	1.16
tpcds_q69/datafusion:vortex-file-compressed 🚨	39709239	35577129	1.12
tpcds_q70/datafusion:vortex-file-compressed	91718981	86455201	1.06
tpcds_q71/datafusion:vortex-file-compressed	24673350	23627243	1.04
tpcds_q72/datafusion:vortex-file-compressed 🚨	2336500988	2113101523	1.11
tpcds_q73/datafusion:vortex-file-compressed 🚨	25436602	22527907	1.13
tpcds_q74/datafusion:vortex-file-compressed 🚨	96586901	77501596	1.25
tpcds_q75/datafusion:vortex-file-compressed 🚨	127466604	107935437	1.18
tpcds_q76/datafusion:vortex-file-compressed 🚨	27133874	23514979	1.15
tpcds_q77/datafusion:vortex-file-compressed 🚨	44812220	38588686	1.16
tpcds_q78/datafusion:vortex-file-compressed 🚨	145059456	122355836	1.19
tpcds_q79/datafusion:vortex-file-compressed 🚨	33577816	28139710	1.19
tpcds_q80/datafusion:vortex-file-compressed 🚨	105859430	94106536	1.12
tpcds_q81/datafusion:vortex-file-compressed 🚨	30364597	23673794	1.28
tpcds_q82/datafusion:vortex-file-compressed 🚨	31076744	26021111	1.19
tpcds_q83/datafusion:vortex-file-compressed 🚨	41164104	32815770	1.25
tpcds_q84/datafusion:vortex-file-compressed 🚨	15522816	12653879	1.23
tpcds_q85/datafusion:vortex-file-compressed 🚨	100578931	89856742	1.12
tpcds_q86/datafusion:vortex-file-compressed 🚨	19998232	15325871	1.30
tpcds_q87/datafusion:vortex-file-compressed 🚨	51731498	43724815	1.18
tpcds_q88/datafusion:vortex-file-compressed 🚨	62782863	54743093	1.15
tpcds_q89/datafusion:vortex-file-compressed 🚨	27959365	24939671	1.12
tpcds_q90/datafusion:vortex-file-compressed 🚨	17810551	14598356	1.22
tpcds_q91/datafusion:vortex-file-compressed 🚨	23100533	18065482	1.28
tpcds_q92/datafusion:vortex-file-compressed 🚨	22526974	18416944	1.22
tpcds_q93/datafusion:vortex-file-compressed 🚨	42696108	32949259	1.30
tpcds_q94/datafusion:vortex-file-compressed 🚨	27291258	22950026	1.19
tpcds_q95/datafusion:vortex-file-compressed 🚨	67907842	58984745	1.15
tpcds_q96/datafusion:vortex-file-compressed 🚨	16776679	13533429	1.24
tpcds_q97/datafusion:vortex-file-compressed 🚨	37836359	33397041	1.13
tpcds_q98/datafusion:vortex-file-compressed 🚨	27460651	24439446	1.12
tpcds_q99/datafusion:vortex-file-compressed 🚨	35879279	31149758	1.15

datafusion / vortex-compact (1.137x ❌, 0↑ 83↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 🚨	28399023	24673482	1.15
tpcds_q02/datafusion:vortex-compact 🚨	58224687	52865221	1.10
tpcds_q03/datafusion:vortex-compact 🚨	21851585	19323052	1.13
tpcds_q04/datafusion:vortex-compact	321032350	298184943	1.08
tpcds_q05/datafusion:vortex-compact 🚨	53544914	46999971	1.14
tpcds_q06/datafusion:vortex-compact	64435570	62261157	1.03
tpcds_q07/datafusion:vortex-compact 🚨	62645872	54532805	1.15
tpcds_q08/datafusion:vortex-compact 🚨	38851241	35277258	1.10
tpcds_q09/datafusion:vortex-compact 🚨	69301909	62109271	1.12
tpcds_q10/datafusion:vortex-compact 🚨	56931595	48607122	1.17
tpcds_q11/datafusion:vortex-compact 🚨	174018311	157618569	1.10
tpcds_q12/datafusion:vortex-compact 🚨	28957281	22177550	1.31
tpcds_q13/datafusion:vortex-compact	93592799	94344683	0.99
tpcds_q14/datafusion:vortex-compact	224337377	204410774	1.10
tpcds_q15/datafusion:vortex-compact 🚨	35138485	30067425	1.17
tpcds_q16/datafusion:vortex-compact	35725022	32536413	1.10
tpcds_q17/datafusion:vortex-compact 🚨	89017835	72750677	1.22
tpcds_q18/datafusion:vortex-compact 🚨	87037038	77429327	1.12
tpcds_q19/datafusion:vortex-compact 🚨	33841413	30447102	1.11
tpcds_q20/datafusion:vortex-compact 🚨	28002935	25175303	1.11
tpcds_q21/datafusion:vortex-compact 🚨	45332288	40241240	1.13
tpcds_q22/datafusion:vortex-compact	139013571	127947586	1.09
tpcds_q23/datafusion:vortex-compact 🚨	190520073	161970093	1.18
tpcds_q24/datafusion:vortex-compact 🚨	109900937	95936219	1.15
tpcds_q25/datafusion:vortex-compact 🚨	89593421	79526769	1.13
tpcds_q26/datafusion:vortex-compact 🚨	48658355	43721039	1.11
tpcds_q27/datafusion:vortex-compact 🚨	141746450	126563069	1.12
tpcds_q28/datafusion:vortex-compact	80817935	78330171	1.03
tpcds_q29/datafusion:vortex-compact 🚨	84566983	72881885	1.16
tpcds_q30/datafusion:vortex-compact	30640774	30405778	1.01
tpcds_q31/datafusion:vortex-compact 🚨	110569560	95378567	1.16
tpcds_q32/datafusion:vortex-compact 🚨	27562219	25052966	1.10
tpcds_q33/datafusion:vortex-compact 🚨	42054089	35948545	1.17
tpcds_q34/datafusion:vortex-compact	34416844	32876571	1.05
tpcds_q35/datafusion:vortex-compact 🚨	57986804	50706419	1.14
tpcds_q36/datafusion:vortex-compact 🚨	84653165	72550249	1.17
tpcds_q37/datafusion:vortex-compact 🚨	44297816	39860859	1.11
tpcds_q38/datafusion:vortex-compact 🚨	60372598	52125671	1.16
tpcds_q39/datafusion:vortex-compact 🚨	133721387	114321447	1.17
tpcds_q40/datafusion:vortex-compact 🚨	44307604	36165251	1.23
tpcds_q41/datafusion:vortex-compact 🚨	21944060	18213091	1.20
tpcds_q42/datafusion:vortex-compact 🚨	21135601	18303917	1.15
tpcds_q43/datafusion:vortex-compact 🚨	27256618	24383496	1.12
tpcds_q44/datafusion:vortex-compact 🚨	53529117	48452971	1.10
tpcds_q45/datafusion:vortex-compact 🚨	36489362	30133323	1.21
tpcds_q46/datafusion:vortex-compact 🚨	49966755	44171772	1.13
tpcds_q47/datafusion:vortex-compact 🚨	167917204	150062557	1.12
tpcds_q48/datafusion:vortex-compact	74694797	69440338	1.08
tpcds_q49/datafusion:vortex-compact 🚨	82053326	68615626	1.20
tpcds_q50/datafusion:vortex-compact 🚨	54617059	46162067	1.18
tpcds_q51/datafusion:vortex-compact 🚨	107572142	97715345	1.10
tpcds_q52/datafusion:vortex-compact 🚨	20770817	18549038	1.12
tpcds_q53/datafusion:vortex-compact 🚨	31684903	28303980	1.12
tpcds_q54/datafusion:vortex-compact 🚨	47063928	42047265	1.12
tpcds_q55/datafusion:vortex-compact 🚨	20656181	18095301	1.14
tpcds_q56/datafusion:vortex-compact 🚨	40304374	35536316	1.13
tpcds_q57/datafusion:vortex-compact 🚨	135451455	114642396	1.18
tpcds_q58/datafusion:vortex-compact	67506190	63253255	1.07
tpcds_q59/datafusion:vortex-compact	77225002	70269409	1.10
tpcds_q60/datafusion:vortex-compact 🚨	41350784	35495535	1.16
tpcds_q61/datafusion:vortex-compact 🚨	60422071	53440568	1.13
tpcds_q62/datafusion:vortex-compact 🚨	31652977	24493672	1.29
tpcds_q63/datafusion:vortex-compact 🚨	31265449	28421489	1.10
tpcds_q64/datafusion:vortex-compact 🚨	514102809	443160670	1.16
tpcds_q65/datafusion:vortex-compact 🚨	60447122	53894605	1.12
tpcds_q66/datafusion:vortex-compact 🚨	88278790	78167737	1.13
tpcds_q67/datafusion:vortex-compact 🚨	164570508	147262193	1.12
tpcds_q68/datafusion:vortex-compact 🚨	54176819	44848537	1.21
tpcds_q69/datafusion:vortex-compact	52010863	47319450	1.10
tpcds_q70/datafusion:vortex-compact 🚨	112714156	98785088	1.14
tpcds_q71/datafusion:vortex-compact 🚨	34146974	30686971	1.11
tpcds_q72/datafusion:vortex-compact 🚨	2482196000	2130861066	1.16
tpcds_q73/datafusion:vortex-compact 🚨	34193173	30735058	1.11
tpcds_q74/datafusion:vortex-compact 🚨	106147165	92874683	1.14
tpcds_q75/datafusion:vortex-compact 🚨	139594463	125771072	1.11
tpcds_q76/datafusion:vortex-compact 🚨	37221856	33401632	1.11
tpcds_q77/datafusion:vortex-compact 🚨	57912592	50752144	1.14
tpcds_q78/datafusion:vortex-compact 🚨	165248611	135568150	1.22
tpcds_q79/datafusion:vortex-compact 🚨	44177331	38994956	1.13
tpcds_q80/datafusion:vortex-compact 🚨	125204390	104200307	1.20
tpcds_q81/datafusion:vortex-compact 🚨	32786888	29159629	1.12
tpcds_q82/datafusion:vortex-compact 🚨	45568072	40850862	1.12
tpcds_q83/datafusion:vortex-compact 🚨	38655452	32513096	1.19
tpcds_q84/datafusion:vortex-compact 🚨	18326889	13861335	1.32
tpcds_q85/datafusion:vortex-compact 🚨	141677904	125315769	1.13
tpcds_q86/datafusion:vortex-compact	21196343	21906383	0.97
tpcds_q87/datafusion:vortex-compact 🚨	61473663	52185897	1.18
tpcds_q88/datafusion:vortex-compact 🚨	89403186	75926401	1.18
tpcds_q89/datafusion:vortex-compact 🚨	34757437	30845161	1.13
tpcds_q90/datafusion:vortex-compact 🚨	17726023	15031124	1.18
tpcds_q91/datafusion:vortex-compact	36605242	33434647	1.09
tpcds_q92/datafusion:vortex-compact 🚨	28789426	23304812	1.24
tpcds_q93/datafusion:vortex-compact 🚨	43721532	38209897	1.14
tpcds_q94/datafusion:vortex-compact 🚨	33230513	26107302	1.27
tpcds_q95/datafusion:vortex-compact	67055026	64702428	1.04
tpcds_q96/datafusion:vortex-compact 🚨	19870854	16907627	1.18
tpcds_q97/datafusion:vortex-compact 🚨	41913615	36622461	1.14
tpcds_q98/datafusion:vortex-compact 🚨	33498621	29682139	1.13
tpcds_q99/datafusion:vortex-compact 🚨	37754935	31707244	1.19

datafusion / parquet (1.073x ➖, 0↑ 28↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚨	32996454	29468939	1.12
tpcds_q02/datafusion:parquet	43639310	41266457	1.06
tpcds_q03/datafusion:parquet 🚨	15348066	13629813	1.13
tpcds_q04/datafusion:parquet	291682658	277646694	1.05
tpcds_q05/datafusion:parquet 🚨	45502615	40913804	1.11
tpcds_q06/datafusion:parquet	60091603	60719499	0.99
tpcds_q07/datafusion:parquet 🚨	88778241	79248657	1.12
tpcds_q08/datafusion:parquet	29095237	27485233	1.06
tpcds_q09/datafusion:parquet 🚨	51394496	42875826	1.20
tpcds_q10/datafusion:parquet 🚨	79684473	71504598	1.11
tpcds_q11/datafusion:parquet	155096100	143573958	1.08
tpcds_q12/datafusion:parquet	19075455	17423067	1.09
tpcds_q13/datafusion:parquet	80332000	74615538	1.08
tpcds_q14/datafusion:parquet	176247767	162075637	1.09
tpcds_q15/datafusion:parquet	22877732	20914629	1.09
tpcds_q16/datafusion:parquet	24464329	25258994	0.97
tpcds_q17/datafusion:parquet	67268329	66630966	1.01
tpcds_q18/datafusion:parquet	122661411	115300581	1.06
tpcds_q19/datafusion:parquet 🚨	25414900	22748259	1.12
tpcds_q20/datafusion:parquet 🚨	18434305	16158466	1.14
tpcds_q21/datafusion:parquet 🚨	21144884	18568480	1.14
tpcds_q22/datafusion:parquet 🚨	146395274	126187136	1.16
tpcds_q23/datafusion:parquet	153484203	143937000	1.07
tpcds_q24/datafusion:parquet 🚨	97352740	88334933	1.10
tpcds_q25/datafusion:parquet	69172650	63302212	1.09
tpcds_q26/datafusion:parquet	72297132	66442672	1.09
tpcds_q27/datafusion:parquet	158851060	147990897	1.07
tpcds_q28/datafusion:parquet	47998172	44612641	1.08
tpcds_q29/datafusion:parquet	69256588	66170982	1.05
tpcds_q30/datafusion:parquet 🚨	39023352	34193612	1.14
tpcds_q31/datafusion:parquet	69306323	66149191	1.05
tpcds_q32/datafusion:parquet 🚨	19799211	17858377	1.11
tpcds_q33/datafusion:parquet	28246647	26311310	1.07
tpcds_q34/datafusion:parquet	22809939	23612870	0.97
tpcds_q35/datafusion:parquet	76383917	71940398	1.06
tpcds_q36/datafusion:parquet	60437844	55711434	1.08
tpcds_q37/datafusion:parquet	20285039	18475598	1.10
tpcds_q38/datafusion:parquet	43946969	42359025	1.04
tpcds_q39/datafusion:parquet 🚨	81322912	70212334	1.16
tpcds_q40/datafusion:parquet	25576926	23393136	1.09
tpcds_q41/datafusion:parquet 🚨	15182088	13018642	1.17
tpcds_q42/datafusion:parquet	12765567	12269861	1.04
tpcds_q43/datafusion:parquet	17716980	17109469	1.04
tpcds_q44/datafusion:parquet	34395599	33489176	1.03
tpcds_q45/datafusion:parquet	29580851	27906241	1.06
tpcds_q46/datafusion:parquet	33611240	31629202	1.06
tpcds_q47/datafusion:parquet 🚨	135714055	121942636	1.11
tpcds_q48/datafusion:parquet	74535712	69974280	1.07
tpcds_q49/datafusion:parquet	57995727	55406414	1.05
tpcds_q50/datafusion:parquet	46499202	44223543	1.05
tpcds_q51/datafusion:parquet	86323815	86146447	1.00
tpcds_q52/datafusion:parquet 🚨	13360927	11757378	1.14
tpcds_q53/datafusion:parquet	18723893	17683977	1.06
tpcds_q54/datafusion:parquet	34624315	34014866	1.02
tpcds_q55/datafusion:parquet 🚨	12814414	11505812	1.11
tpcds_q56/datafusion:parquet	28553380	27147213	1.05
tpcds_q57/datafusion:parquet	104813289	97130153	1.08
tpcds_q58/datafusion:parquet	50636496	49436621	1.02
tpcds_q59/datafusion:parquet	55141300	53008357	1.04
tpcds_q60/datafusion:parquet 🚨	30500150	27122338	1.12
tpcds_q61/datafusion:parquet	44807747	43290267	1.04
tpcds_q62/datafusion:parquet	20990921	19483842	1.08
tpcds_q63/datafusion:parquet 🚨	19838606	17433868	1.14
tpcds_q64/datafusion:parquet	549160028	509590192	1.08
tpcds_q65/datafusion:parquet	39603647	36968390	1.07
tpcds_q66/datafusion:parquet	74195037	70711985	1.05
tpcds_q67/datafusion:parquet	147230992	141872592	1.04
tpcds_q68/datafusion:parquet	33347879	31883741	1.05
tpcds_q69/datafusion:parquet 🚨	77106685	69336151	1.11
tpcds_q70/datafusion:parquet	93864719	85749020	1.09
tpcds_q71/datafusion:parquet	23274861	22577972	1.03
tpcds_q72/datafusion:parquet	637451887	603565653	1.06
tpcds_q73/datafusion:parquet	22818501	21587151	1.06
tpcds_q74/datafusion:parquet	90166987	83256707	1.08
tpcds_q75/datafusion:parquet	103521197	99211012	1.04
tpcds_q76/datafusion:parquet	32570999	29640302	1.10
tpcds_q77/datafusion:parquet	40424444	37405025	1.08
tpcds_q78/datafusion:parquet 🚨	123605380	111047916	1.11
tpcds_q79/datafusion:parquet	27011391	25477028	1.06
tpcds_q80/datafusion:parquet 🚨	84227007	76298419	1.10
tpcds_q81/datafusion:parquet	35000056	33372988	1.05
tpcds_q82/datafusion:parquet	20764428	19623316	1.06
tpcds_q83/datafusion:parquet 🚨	38927923	35264681	1.10
tpcds_q84/datafusion:parquet	40890723	38585944	1.06
tpcds_q85/datafusion:parquet	155690890	149662177	1.04
tpcds_q86/datafusion:parquet 🚨	18206629	15782217	1.15
tpcds_q87/datafusion:parquet	42377873	39918717	1.06
tpcds_q88/datafusion:parquet	62658595	59092736	1.06
tpcds_q89/datafusion:parquet	21920202	22560899	0.97
tpcds_q90/datafusion:parquet	15706669	14704011	1.07
tpcds_q91/datafusion:parquet	64073166	59004518	1.09
tpcds_q92/datafusion:parquet 🚨	20332412	18286046	1.11
tpcds_q93/datafusion:parquet	33636389	31182487	1.08
tpcds_q94/datafusion:parquet 🚨	21816638	19789808	1.10
tpcds_q95/datafusion:parquet	59625560	58410512	1.02
tpcds_q96/datafusion:parquet	12464835	11843799	1.05
tpcds_q97/datafusion:parquet 🚨	33236302	29064965	1.14
tpcds_q98/datafusion:parquet	21743584	21700388	1.00
tpcds_q99/datafusion:parquet	26306958	28444535	0.92

duckdb / vortex-file-compressed (1.089x ➖, 0↑ 40↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚨	23250291	20769706	1.12
tpcds_q02/duckdb:vortex-file-compressed	34208702	36965117	0.93
tpcds_q03/duckdb:vortex-file-compressed	33438038	32605988	1.03
tpcds_q04/duckdb:vortex-file-compressed	114916301	107964463	1.06
tpcds_q05/duckdb:vortex-file-compressed	36968120	36075091	1.02
tpcds_q06/duckdb:vortex-file-compressed	33933460	31654803	1.07
tpcds_q07/duckdb:vortex-file-compressed 🚨	23510947	19340814	1.22
tpcds_q08/duckdb:vortex-file-compressed	28759376	27714098	1.04
tpcds_q09/duckdb:vortex-file-compressed	40015497	39800724	1.01
tpcds_q10/duckdb:vortex-file-compressed	44403603	40446682	1.10
tpcds_q11/duckdb:vortex-file-compressed 🚨	69448658	59681574	1.16
tpcds_q12/duckdb:vortex-file-compressed	15841299	14683240	1.08
tpcds_q13/duckdb:vortex-file-compressed	35533737	33488000	1.06
tpcds_q14/duckdb:vortex-file-compressed	106396251	104573803	1.02
tpcds_q15/duckdb:vortex-file-compressed 🚨	29700459	26790992	1.11
tpcds_q16/duckdb:vortex-file-compressed	29722387	27832885	1.07
tpcds_q17/duckdb:vortex-file-compressed 🚨	47476658	42885155	1.11
tpcds_q18/duckdb:vortex-file-compressed	49960946	46538346	1.07
tpcds_q19/duckdb:vortex-file-compressed 🚨	36822423	32707508	1.13
tpcds_q20/duckdb:vortex-file-compressed 🚨	17526301	14937069	1.17
tpcds_q21/duckdb:vortex-file-compressed 🚨	19213182	16567153	1.16
tpcds_q22/duckdb:vortex-file-compressed	80066097	76977240	1.04
tpcds_q23/duckdb:vortex-file-compressed	115578681	107618274	1.07
tpcds_q24/duckdb:vortex-file-compressed	52699960	48878173	1.08
tpcds_q25/duckdb:vortex-file-compressed	53662539	49233189	1.09
tpcds_q26/duckdb:vortex-file-compressed	42954040	40443526	1.06
tpcds_q27/duckdb:vortex-file-compressed	51647883	48767662	1.06
tpcds_q28/duckdb:vortex-file-compressed	36731591	34960618	1.05
tpcds_q29/duckdb:vortex-file-compressed	44390903	43292452	1.03
tpcds_q30/duckdb:vortex-file-compressed 🚨	27290709	23915022	1.14
tpcds_q31/duckdb:vortex-file-compressed 🚨	38897322	34690087	1.12
tpcds_q32/duckdb:vortex-file-compressed 🚨	15601163	14028309	1.11
tpcds_q33/duckdb:vortex-file-compressed	24879534	25027230	0.99
tpcds_q34/duckdb:vortex-file-compressed	24177774	23160276	1.04
tpcds_q35/duckdb:vortex-file-compressed 🚨	73025692	63525469	1.15
tpcds_q36/duckdb:vortex-file-compressed	26174920	25084932	1.04
tpcds_q37/duckdb:vortex-file-compressed	16412247	15305487	1.07
tpcds_q38/duckdb:vortex-file-compressed 🚨	40186724	35239896	1.14
tpcds_q39/duckdb:vortex-file-compressed	35283358	35497692	0.99
tpcds_q40/duckdb:vortex-file-compressed 🚨	22309498	19587541	1.14
tpcds_q41/duckdb:vortex-file-compressed 🚨	14232501	12805108	1.11
tpcds_q42/duckdb:vortex-file-compressed	14434468	13286893	1.09
tpcds_q43/duckdb:vortex-file-compressed	23314604	22820787	1.02
tpcds_q44/duckdb:vortex-file-compressed 🚨	22977484	20878433	1.10
tpcds_q45/duckdb:vortex-file-compressed	29636264	27537513	1.08
tpcds_q46/duckdb:vortex-file-compressed	56401192	51332938	1.10
tpcds_q47/duckdb:vortex-file-compressed	50998106	47770629	1.07
tpcds_q48/duckdb:vortex-file-compressed	33735549	31895602	1.06
tpcds_q49/duckdb:vortex-file-compressed 🚨	38839233	30786907	1.26
tpcds_q50/duckdb:vortex-file-compressed	35373242	34183618	1.03
tpcds_q51/duckdb:vortex-file-compressed	102155087	98456712	1.04
tpcds_q52/duckdb:vortex-file-compressed 🚨	14019147	12432433	1.13
tpcds_q53/duckdb:vortex-file-compressed	24256787	22135521	1.10
tpcds_q54/duckdb:vortex-file-compressed 🚨	31261935	28368542	1.10
tpcds_q55/duckdb:vortex-file-compressed	14093494	12986134	1.09
tpcds_q56/duckdb:vortex-file-compressed	25836192	25629958	1.01
tpcds_q57/duckdb:vortex-file-compressed	41057341	38293819	1.07
tpcds_q58/duckdb:vortex-file-compressed	33274643	31339418	1.06
tpcds_q59/duckdb:vortex-file-compressed	68556167	67325517	1.02
tpcds_q60/duckdb:vortex-file-compressed 🚨	27779952	24360384	1.14
tpcds_q61/duckdb:vortex-file-compressed 🚨	40398633	34647755	1.17
tpcds_q62/duckdb:vortex-file-compressed	18655001	17395598	1.07
tpcds_q63/duckdb:vortex-file-compressed 🚨	23187013	21041087	1.10
tpcds_q64/duckdb:vortex-file-compressed	87322753	80744516	1.08
tpcds_q65/duckdb:vortex-file-compressed	22502556	22881162	0.98
tpcds_q66/duckdb:vortex-file-compressed	30013265	29172258	1.03
tpcds_q67/duckdb:vortex-file-compressed	145735698	140073244	1.04
tpcds_q68/duckdb:vortex-file-compressed 🚨	47162400	40404482	1.17
tpcds_q69/duckdb:vortex-file-compressed	45753243	42438907	1.08
tpcds_q70/duckdb:vortex-file-compressed	27911671	26275603	1.06
tpcds_q71/duckdb:vortex-file-compressed 🚨	23454568	21205519	1.11
tpcds_q72/duckdb:vortex-file-compressed	179587902	175391924	1.02
tpcds_q73/duckdb:vortex-file-compressed 🚨	26108825	23620262	1.11
tpcds_q74/duckdb:vortex-file-compressed	77658742	74340141	1.04
tpcds_q75/duckdb:vortex-file-compressed 🚨	63969046	56880209	1.12
tpcds_q76/duckdb:vortex-file-compressed 🚨	21686016	18628739	1.16
tpcds_q77/duckdb:vortex-file-compressed	27493943	25166728	1.09
tpcds_q78/duckdb:vortex-file-compressed 🚨	85173958	72560538	1.17
tpcds_q79/duckdb:vortex-file-compressed 🚨	35503796	32238997	1.10
tpcds_q80/duckdb:vortex-file-compressed 🚨	56949455	48742457	1.17
tpcds_q81/duckdb:vortex-file-compressed	32301958	29572561	1.09
tpcds_q82/duckdb:vortex-file-compressed 🚨	19281568	16365330	1.18
tpcds_q83/duckdb:vortex-file-compressed	26582865	24470249	1.09
tpcds_q84/duckdb:vortex-file-compressed 🚨	23126327	20093790	1.15
tpcds_q85/duckdb:vortex-file-compressed 🚨	51379779	45484358	1.13
tpcds_q86/duckdb:vortex-file-compressed	18055107	16485410	1.10
tpcds_q87/duckdb:vortex-file-compressed	42043268	38409157	1.09
tpcds_q88/duckdb:vortex-file-compressed 🚨	38401519	33277630	1.15
tpcds_q89/duckdb:vortex-file-compressed 🚨	25728472	22431340	1.15
tpcds_q90/duckdb:vortex-file-compressed 🚨	14228250	12911807	1.10
tpcds_q91/duckdb:vortex-file-compressed	33803357	30759756	1.10
tpcds_q92/duckdb:vortex-file-compressed	23690219	21750218	1.09
tpcds_q93/duckdb:vortex-file-compressed 🚨	30603870	27791811	1.10
tpcds_q94/duckdb:vortex-file-compressed 🚨	26628055	23000651	1.16
tpcds_q95/duckdb:vortex-file-compressed	161958664	148162262	1.09
tpcds_q96/duckdb:vortex-file-compressed	14043308	13432311	1.05
tpcds_q97/duckdb:vortex-file-compressed 🚨	44235683	36832446	1.20
tpcds_q98/duckdb:vortex-file-compressed 🚨	21007588	18233066	1.15
tpcds_q99/duckdb:vortex-file-compressed	29082289	27899554	1.04

duckdb / vortex-compact (1.117x ❌, 0↑ 60↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚨	30440144	23891779	1.27
tpcds_q02/duckdb:vortex-compact	44280203	44897093	0.99
tpcds_q03/duckdb:vortex-compact	59482151	57941949	1.03
tpcds_q04/duckdb:vortex-compact	130544100	123047072	1.06
tpcds_q05/duckdb:vortex-compact 🚨	56618439	48942179	1.16
tpcds_q06/duckdb:vortex-compact 🚨	47396299	39679932	1.19
tpcds_q07/duckdb:vortex-compact	35595505	34832413	1.02
tpcds_q08/duckdb:vortex-compact	49809033	45595402	1.09
tpcds_q09/duckdb:vortex-compact 🚨	65625663	57689731	1.14
tpcds_q10/duckdb:vortex-compact 🚨	72077610	63250815	1.14
tpcds_q11/duckdb:vortex-compact 🚨	83530747	74269020	1.12
tpcds_q12/duckdb:vortex-compact 🚨	26024509	22534839	1.15
tpcds_q13/duckdb:vortex-compact 🚨	66774508	59944539	1.11
tpcds_q14/duckdb:vortex-compact	147202558	137386119	1.07
tpcds_q15/duckdb:vortex-compact 🚨	36609834	30668815	1.19
tpcds_q16/duckdb:vortex-compact	34126186	31072445	1.10
tpcds_q17/duckdb:vortex-compact 🚨	60386983	54776905	1.10
tpcds_q18/duckdb:vortex-compact 🚨	70257413	59448030	1.18
tpcds_q19/duckdb:vortex-compact	55046804	51788286	1.06
tpcds_q20/duckdb:vortex-compact 🚨	24835452	20356777	1.22
tpcds_q21/duckdb:vortex-compact 🚨	22037582	18787233	1.17
tpcds_q22/duckdb:vortex-compact 🚨	93238012	78180511	1.19
tpcds_q23/duckdb:vortex-compact	128362004	118773982	1.08
tpcds_q24/duckdb:vortex-compact 🚨	69038284	62258958	1.11
tpcds_q25/duckdb:vortex-compact	82944945	81111703	1.02
tpcds_q26/duckdb:vortex-compact 🚨	65761064	52581933	1.25
tpcds_q27/duckdb:vortex-compact	77561272	70724321	1.10
tpcds_q28/duckdb:vortex-compact	89246332	84130043	1.06
tpcds_q29/duckdb:vortex-compact	57923502	55215092	1.05
tpcds_q30/duckdb:vortex-compact 🚨	34669533	29345025	1.18
tpcds_q31/duckdb:vortex-compact 🚨	51786035	45297612	1.14
tpcds_q32/duckdb:vortex-compact 🚨	25426533	23098377	1.10
tpcds_q33/duckdb:vortex-compact 🚨	40524731	34875817	1.16
tpcds_q34/duckdb:vortex-compact	41166154	38971582	1.06
tpcds_q35/duckdb:vortex-compact 🚨	90276193	81691064	1.11
tpcds_q36/duckdb:vortex-compact	46597376	42496067	1.10
tpcds_q37/duckdb:vortex-compact 🚨	28127474	23301008	1.21
tpcds_q38/duckdb:vortex-compact	50435712	45862479	1.10
tpcds_q39/duckdb:vortex-compact 🚨	41269888	37153112	1.11
tpcds_q40/duckdb:vortex-compact 🚨	29456769	25064471	1.18
tpcds_q41/duckdb:vortex-compact 🚨	18120703	15914306	1.14
tpcds_q42/duckdb:vortex-compact 🚨	25003522	22149521	1.13
tpcds_q43/duckdb:vortex-compact	37836852	38200597	0.99
tpcds_q44/duckdb:vortex-compact	30661647	30929954	0.99
tpcds_q45/duckdb:vortex-compact 🚨	47455536	38149733	1.24
tpcds_q46/duckdb:vortex-compact 🚨	81275005	71554612	1.14
tpcds_q47/duckdb:vortex-compact 🚨	70103224	62046199	1.13
tpcds_q48/duckdb:vortex-compact 🚨	60509851	53331439	1.13
tpcds_q49/duckdb:vortex-compact 🚨	62545566	55970354	1.12
tpcds_q50/duckdb:vortex-compact 🚨	52639885	47152989	1.12
tpcds_q51/duckdb:vortex-compact	118035428	108731019	1.09
tpcds_q52/duckdb:vortex-compact 🚨	24828429	22382921	1.11
tpcds_q53/duckdb:vortex-compact	41331764	39476606	1.05
tpcds_q54/duckdb:vortex-compact 🚨	44954101	40835814	1.10
tpcds_q55/duckdb:vortex-compact 🚨	26361463	22908950	1.15
tpcds_q56/duckdb:vortex-compact 🚨	40673098	35509960	1.15
tpcds_q57/duckdb:vortex-compact	48334572	44043506	1.10
tpcds_q58/duckdb:vortex-compact 🚨	46761466	42021964	1.11
tpcds_q59/duckdb:vortex-compact	92558834	94778152	0.98
tpcds_q60/duckdb:vortex-compact 🚨	43915924	38826274	1.13
tpcds_q61/duckdb:vortex-compact	69765482	63637928	1.10
tpcds_q62/duckdb:vortex-compact 🚨	32928126	26096926	1.26
tpcds_q63/duckdb:vortex-compact 🚨	42973008	37414701	1.15
tpcds_q64/duckdb:vortex-compact	128496117	119173315	1.08
tpcds_q65/duckdb:vortex-compact 🚨	36134296	32539792	1.11
tpcds_q66/duckdb:vortex-compact 🚨	43249838	38803717	1.11
tpcds_q67/duckdb:vortex-compact	168313130	153262240	1.10
tpcds_q68/duckdb:vortex-compact 🚨	69659555	62725277	1.11
tpcds_q69/duckdb:vortex-compact	70166591	64107427	1.09
tpcds_q70/duckdb:vortex-compact	39993400	37843736	1.06
tpcds_q71/duckdb:vortex-compact	38073214	34872478	1.09
tpcds_q72/duckdb:vortex-compact	202114665	195179228	1.04
tpcds_q73/duckdb:vortex-compact	40901827	39082733	1.05
tpcds_q74/duckdb:vortex-compact 🚨	90848894	80124180	1.13
tpcds_q75/duckdb:vortex-compact 🚨	84568856	70351884	1.20
tpcds_q76/duckdb:vortex-compact	37176829	35567571	1.05
tpcds_q77/duckdb:vortex-compact	44986414	41836128	1.08
tpcds_q78/duckdb:vortex-compact 🚨	100741191	88057776	1.14
tpcds_q79/duckdb:vortex-compact	58726271	55365508	1.06
tpcds_q80/duckdb:vortex-compact 🚨	96909094	81776258	1.19
tpcds_q81/duckdb:vortex-compact 🚨	38819271	33214846	1.17
tpcds_q82/duckdb:vortex-compact 🚨	28736582	24668564	1.16
tpcds_q83/duckdb:vortex-compact 🚨	36067885	31589154	1.14
tpcds_q84/duckdb:vortex-compact 🚨	28462124	25467599	1.12
tpcds_q85/duckdb:vortex-compact 🚨	68264795	58877079	1.16
tpcds_q86/duckdb:vortex-compact 🚨	28261083	24171987	1.17
tpcds_q87/duckdb:vortex-compact	55415935	51881837	1.07
tpcds_q88/duckdb:vortex-compact 🚨	45874819	39761547	1.15
tpcds_q89/duckdb:vortex-compact	40778048	38609712	1.06
tpcds_q90/duckdb:vortex-compact 🚨	16591813	14770202	1.12
tpcds_q91/duckdb:vortex-compact 🚨	57122464	50595214	1.13
tpcds_q92/duckdb:vortex-compact	59799468	55756955	1.07
tpcds_q93/duckdb:vortex-compact 🚨	35656875	31328563	1.14
tpcds_q94/duckdb:vortex-compact 🚨	37413344	30667642	1.22
tpcds_q95/duckdb:vortex-compact	160452955	149927813	1.07
tpcds_q96/duckdb:vortex-compact	19790788	18690716	1.06
tpcds_q97/duckdb:vortex-compact 🚨	50944953	44397806	1.15
tpcds_q98/duckdb:vortex-compact	31925421	29160960	1.09
tpcds_q99/duckdb:vortex-compact 🚨	40573463	31365986	1.29

duckdb / parquet (1.077x ➖, 0↑ 28↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚨	32639277	29072047	1.12
tpcds_q02/duckdb:parquet	24702413	23054500	1.07
tpcds_q03/duckdb:parquet 🚨	12579748	11354298	1.11
tpcds_q04/duckdb:parquet	182965639	167800244	1.09
tpcds_q05/duckdb:parquet 🚨	34067019	30410257	1.12
tpcds_q06/duckdb:parquet 🚨	30466956	26989523	1.13
tpcds_q07/duckdb:parquet	22689006	20840980	1.09
tpcds_q08/duckdb:parquet	28533083	28239973	1.01
tpcds_q09/duckdb:parquet	40946286	39561792	1.03
tpcds_q10/duckdb:parquet	35704888	32585014	1.10
tpcds_q11/duckdb:parquet	97765074	89278851	1.10
tpcds_q12/duckdb:parquet 🚨	16054220	14501433	1.11
tpcds_q13/duckdb:parquet	34820153	33010239	1.05
tpcds_q14/duckdb:parquet	104158427	100265371	1.04
tpcds_q15/duckdb:parquet 🚨	33172720	29517205	1.12
tpcds_q16/duckdb:parquet 🚨	24611081	20684961	1.19
tpcds_q17/duckdb:parquet	39452102	38143955	1.03
tpcds_q18/duckdb:parquet	46960320	46156649	1.02
tpcds_q19/duckdb:parquet 🚨	32375661	28113947	1.15
tpcds_q20/duckdb:parquet 🚨	16852937	14915668	1.13
tpcds_q21/duckdb:parquet 🚨	11390037	10129106	1.12
tpcds_q22/duckdb:parquet 🚨	76892568	64770245	1.19
tpcds_q23/duckdb:parquet	85658379	80199919	1.07
tpcds_q24/duckdb:parquet	48378523	44937061	1.08
tpcds_q25/duckdb:parquet	35370524	33535868	1.05
tpcds_q26/duckdb:parquet 🚨	40420130	35210403	1.15
tpcds_q27/duckdb:parquet	52778033	49582909	1.06
tpcds_q28/duckdb:parquet	39066258	37992090	1.03
tpcds_q29/duckdb:parquet	37510652	36063388	1.04
tpcds_q30/duckdb:parquet	37524739	34376306	1.09
tpcds_q31/duckdb:parquet	25138045	23221935	1.08
tpcds_q32/duckdb:parquet	11632390	11367273	1.02
tpcds_q33/duckdb:parquet	22356058	20758506	1.08
tpcds_q34/duckdb:parquet	21403905	20127588	1.06
tpcds_q35/duckdb:parquet 🚨	64309777	56851759	1.13
tpcds_q36/duckdb:parquet	20874291	20150857	1.04
tpcds_q37/duckdb:parquet 🚨	13687000	12028284	1.14
tpcds_q38/duckdb:parquet 🚨	38570730	33321888	1.16
tpcds_q39/duckdb:parquet	31131193	30479026	1.02
tpcds_q40/duckdb:parquet 🚨	20486578	17364802	1.18
tpcds_q41/duckdb:parquet 🚨	9040019	7504181	1.20
tpcds_q42/duckdb:parquet	10360252	9481781	1.09
tpcds_q43/duckdb:parquet	16101109	15152796	1.06
tpcds_q44/duckdb:parquet	22971356	21618332	1.06
tpcds_q45/duckdb:parquet 🚨	30495657	26595413	1.15
tpcds_q46/duckdb:parquet	47044952	43611359	1.08
tpcds_q47/duckdb:parquet	48070300	44037590	1.09
tpcds_q48/duckdb:parquet	31939753	29500475	1.08
tpcds_q49/duckdb:parquet	24921765	23618912	1.06
tpcds_q50/duckdb:parquet	24387484	24506234	1.00
tpcds_q51/duckdb:parquet	100437393	94523609	1.06
tpcds_q52/duckdb:parquet 🚨	11335590	10095315	1.12
tpcds_q53/duckdb:parquet 🚨	16238625	14735692	1.10
tpcds_q54/duckdb:parquet	26109305	25189022	1.04
tpcds_q55/duckdb:parquet	10236461	9752833	1.05
tpcds_q56/duckdb:parquet	21910333	20123802	1.09
tpcds_q57/duckdb:parquet	35244526	33892719	1.04
tpcds_q58/duckdb:parquet	24335459	22401637	1.09
tpcds_q59/duckdb:parquet	36038705	35180831	1.02
tpcds_q60/duckdb:parquet	22926087	20946810	1.09
tpcds_q61/duckdb:parquet	32846940	30293788	1.08
tpcds_q62/duckdb:parquet	12636934	11762164	1.07
tpcds_q63/duckdb:parquet	14595303	13768775	1.06
tpcds_q64/duckdb:parquet	76397920	75212619	1.02
tpcds_q65/duckdb:parquet	20977309	19697968	1.06
tpcds_q66/duckdb:parquet	31627190	29667689	1.07
tpcds_q67/duckdb:parquet	144943737	134069712	1.08
tpcds_q68/duckdb:parquet	38832121	36248856	1.07
tpcds_q69/duckdb:parquet	37362733	35356129	1.06
tpcds_q70/duckdb:parquet	20564874	19992736	1.03
tpcds_q71/duckdb:parquet 🚨	20834429	18543875	1.12
tpcds_q72/duckdb:parquet	168162700	160163519	1.05
tpcds_q73/duckdb:parquet 🚨	19297556	17426929	1.11
tpcds_q74/duckdb:parquet	130194212	127881233	1.02
tpcds_q75/duckdb:parquet	56670216	54405410	1.04
tpcds_q76/duckdb:parquet	20047912	19777408	1.01
tpcds_q77/duckdb:parquet	22884365	21365358	1.07
tpcds_q78/duckdb:parquet	78705725	74740863	1.05
tpcds_q79/duckdb:parquet	27923243	26856947	1.04
tpcds_q80/duckdb:parquet	43289429	40073399	1.08
tpcds_q81/duckdb:parquet 🚨	33463089	29746816	1.12
tpcds_q82/duckdb:parquet 🚨	14824615	12867820	1.15
tpcds_q83/duckdb:parquet	17198191	16296363	1.06
tpcds_q84/duckdb:parquet	18489853	19272091	0.96
tpcds_q85/duckdb:parquet	39309854	37354763	1.05
tpcds_q86/duckdb:parquet 🚨	14155251	12070881	1.17
tpcds_q87/duckdb:parquet	36702287	38142296	0.96
tpcds_q88/duckdb:parquet	49873880	48257554	1.03
tpcds_q89/duckdb:parquet 🚨	17834081	15876505	1.12
tpcds_q90/duckdb:parquet	7464316	7440114	1.00
tpcds_q91/duckdb:parquet	23563433	22487749	1.05
tpcds_q92/duckdb:parquet 🚨	12833780	11040335	1.16
tpcds_q93/duckdb:parquet	30389399	28886529	1.05
tpcds_q94/duckdb:parquet	16841789	15673874	1.07
tpcds_q95/duckdb:parquet	136035292	130574071	1.04
tpcds_q96/duckdb:parquet	9246868	8618117	1.07
tpcds_q97/duckdb:parquet 🚨	38858043	32917531	1.18
tpcds_q98/duckdb:parquet	17888711	17820555	1.00
tpcds_q99/duckdb:parquet	20817323	19142248	1.09

duckdb / duckdb (1.139x ❌, 0↑ 74↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb 🚨	24275227	20411181	1.19
tpcds_q02/duckdb:duckdb	19750872	18818898	1.05
tpcds_q03/duckdb:duckdb 🚨	10509948	8477734	1.24
tpcds_q04/duckdb:duckdb	193124921	176579986	1.09
tpcds_q05/duckdb:duckdb	20349332	20049487	1.01
tpcds_q06/duckdb:duckdb 🚨	27303506	22433397	1.22
tpcds_q07/duckdb:duckdb 🚨	43433581	37900138	1.15
tpcds_q08/duckdb:duckdb	122927476	120171808	1.02
tpcds_q09/duckdb:duckdb	21162225	20086063	1.05
tpcds_q10/duckdb:duckdb 🚨	27333583	23405459	1.17
tpcds_q11/duckdb:duckdb 🚨	101702527	85583678	1.19
tpcds_q12/duckdb:duckdb 🚨	13129177	11170515	1.18
tpcds_q13/duckdb:duckdb	26162570	24726811	1.06
tpcds_q14/duckdb:duckdb	97027857	91894050	1.06
tpcds_q15/duckdb:duckdb 🚨	29942640	23969617	1.25
tpcds_q16/duckdb:duckdb 🚨	21800700	17478403	1.25
tpcds_q17/duckdb:duckdb 🚨	24641230	22117925	1.11
tpcds_q18/duckdb:duckdb 🚨	50676817	43357911	1.17
tpcds_q19/duckdb:duckdb 🚨	18861605	16135759	1.17
tpcds_q20/duckdb:duckdb	12688745	11990363	1.06
tpcds_q21/duckdb:duckdb 🚨	7813554	7047940	1.11
tpcds_q22/duckdb:duckdb 🚨	73776776	63837393	1.16
tpcds_q23/duckdb:duckdb	80412118	74868890	1.07
tpcds_q24/duckdb:duckdb	26418948	24316853	1.09
tpcds_q25/duckdb:duckdb 🚨	19549680	16542253	1.18
tpcds_q26/duckdb:duckdb 🚨	30494660	23656713	1.29
tpcds_q27/duckdb:duckdb 🚨	44002914	38884767	1.13
tpcds_q28/duckdb:duckdb	22313266	22122631	1.01
tpcds_q29/duckdb:duckdb 🚨	22910085	20762377	1.10
tpcds_q30/duckdb:duckdb 🚨	32461232	29015062	1.12
tpcds_q31/duckdb:duckdb 🚨	55579500	47303122	1.17
tpcds_q32/duckdb:duckdb 🚨	8583809	7088467	1.21
tpcds_q33/duckdb:duckdb 🚨	14475978	12927731	1.12
tpcds_q34/duckdb:duckdb 🚨	16844081	14212618	1.19
tpcds_q35/duckdb:duckdb 🚨	36559925	33011966	1.11
tpcds_q36/duckdb:duckdb 🚨	81726528	66388721	1.23
tpcds_q37/duckdb:duckdb 🚨	8567240	7651595	1.12
tpcds_q38/duckdb:duckdb 🚨	34774217	29676908	1.17
tpcds_q39/duckdb:duckdb 🚨	27619158	24282443	1.14
tpcds_q40/duckdb:duckdb 🚨	15176533	12426606	1.22
tpcds_q41/duckdb:duckdb 🚨	9670006	8111970	1.19
tpcds_q42/duckdb:duckdb 🚨	7725192	6292128	1.23
tpcds_q43/duckdb:duckdb 🚨	12705699	10893544	1.17
tpcds_q44/duckdb:duckdb	14625387	13492275	1.08
tpcds_q45/duckdb:duckdb 🚨	20130613	16636415	1.21
tpcds_q46/duckdb:duckdb 🚨	41104503	36055409	1.14
tpcds_q47/duckdb:duckdb 🚨	45347362	39773873	1.14
tpcds_q48/duckdb:duckdb	24526439	22910432	1.07
tpcds_q49/duckdb:duckdb 🚨	18118176	15894207	1.14
tpcds_q50/duckdb:duckdb 🚨	16366696	13792658	1.19
tpcds_q51/duckdb:duckdb	97938201	93774917	1.04
tpcds_q52/duckdb:duckdb 🚨	8202870	7398555	1.11
tpcds_q53/duckdb:duckdb 🚨	14940794	13353540	1.12
tpcds_q54/duckdb:duckdb 🚨	20834249	16549413	1.26
tpcds_q55/duckdb:duckdb 🚨	8049850	7064984	1.14
tpcds_q56/duckdb:duckdb 🚨	15437602	13273475	1.16
tpcds_q57/duckdb:duckdb	35257506	32233758	1.09
tpcds_q58/duckdb:duckdb 🚨	14214572	12131838	1.17
tpcds_q59/duckdb:duckdb 🚨	37991335	34473107	1.10
tpcds_q60/duckdb:duckdb 🚨	16585080	14791024	1.12
tpcds_q61/duckdb:duckdb 🚨	16082237	14267597	1.13
tpcds_q62/duckdb:duckdb 🚨	10828818	9253812	1.17
tpcds_q63/duckdb:duckdb 🚨	14018325	12089117	1.16
tpcds_q64/duckdb:duckdb 🚨	60894934	53708709	1.13
tpcds_q65/duckdb:duckdb 🚨	39459822	33019614	1.20
tpcds_q66/duckdb:duckdb 🚨	29344408	25618424	1.15
tpcds_q67/duckdb:duckdb 🚨	141830977	128072893	1.11
tpcds_q68/duckdb:duckdb	27570261	25346292	1.09
tpcds_q69/duckdb:duckdb	27124810	25498630	1.06
tpcds_q70/duckdb:duckdb	16221134	15137241	1.07
tpcds_q71/duckdb:duckdb 🚨	13472407	11828994	1.14
tpcds_q72/duckdb:duckdb	45520708	42452744	1.07
tpcds_q73/duckdb:duckdb 🚨	12148604	10786679	1.13
tpcds_q74/duckdb:duckdb	155889997	144681011	1.08
tpcds_q75/duckdb:duckdb 🚨	48696395	42222661	1.15
tpcds_q76/duckdb:duckdb	13398565	12486069	1.07
tpcds_q77/duckdb:duckdb 🚨	13938286	12564356	1.11
tpcds_q78/duckdb:duckdb 🚨	70227990	61701146	1.14
tpcds_q79/duckdb:duckdb 🚨	20750279	18104172	1.15
tpcds_q80/duckdb:duckdb 🚨	32394771	27411538	1.18
tpcds_q81/duckdb:duckdb 🚨	43459036	35880485	1.21
tpcds_q82/duckdb:duckdb 🚨	9837002	8292807	1.19
tpcds_q83/duckdb:duckdb 🚨	10597824	9405243	1.13
tpcds_q84/duckdb:duckdb	14279283	13575297	1.05
tpcds_q85/duckdb:duckdb	28356156	25798966	1.10
tpcds_q86/duckdb:duckdb 🚨	12602361	10505508	1.20
tpcds_q87/duckdb:duckdb 🚨	40339392	32303984	1.25
tpcds_q88/duckdb:duckdb	28082181	25923850	1.08
tpcds_q89/duckdb:duckdb 🚨	16238137	14655436	1.11
tpcds_q90/duckdb:duckdb 🚨	6744024	5636807	1.20
tpcds_q91/duckdb:duckdb 🚨	14623074	12459408	1.17
tpcds_q92/duckdb:duckdb 🚨	11979497	8536959	1.40
tpcds_q93/duckdb:duckdb 🚨	25652674	21158911	1.21
tpcds_q94/duckdb:duckdb 🚨	14361725	12400055	1.16
tpcds_q95/duckdb:duckdb	117853125	125770902	0.94
tpcds_q96/duckdb:duckdb 🚨	5415330	4679507	1.16
tpcds_q97/duckdb:duckdb 🚨	33880500	29295195	1.16
tpcds_q98/duckdb:duckdb 🚨	15860103	13982811	1.13
tpcds_q99/duckdb:duckdb 🚨	18545211	16597892	1.12

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+15.1%	+12.1%	+2.7%	+22.5%	➖ noise
1	datafusion:vortex-file-compressed	+13.0%	+12.1%	+0.8%	+21.9%	➖ noise
1	duckdb:duckdb	+18.9%	+12.1%	+6.1%	+28.1%	➖ noise
1	duckdb:vortex-compact	+27.4%	+12.1%	+13.6%	+23.2%	➖ noise
1	duckdb:vortex-file-compressed	+11.9%	+12.1%	-0.2%	+33.8%	➖ noise
2	datafusion:vortex-compact	+10.1%	+6.4%	+3.5%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+6.9%	+6.4%	+0.4%	+10.0%	➖ noise
2	duckdb:duckdb	+5.0%	+6.4%	-1.4%	+14.3%	➖ noise
2	duckdb:vortex-compact	-1.4%	+6.4%	-7.3%	+29.3%	➖ noise
2	duckdb:vortex-file-compressed	-7.5%	+6.4%	-13.1%	+24.4%	➖ noise
3	datafusion:vortex-compact	+13.1%	+11.7%	+1.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+3.3%	+11.7%	-7.6%	+12.2%	➖ noise
3	duckdb:duckdb	+24.0%	+11.7%	+11.0%	+14.0%	➖ noise
3	duckdb:vortex-compact	+2.7%	+11.7%	-8.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+2.6%	+11.7%	-8.2%	+11.4%	➖ noise
4	datafusion:vortex-compact	+7.7%	+7.0%	+0.6%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+12.8%	+7.0%	+5.4%	+10.0%	➖ noise
4	duckdb:duckdb	+9.4%	+7.0%	+2.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	+6.1%	+7.0%	-0.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+6.4%	+7.0%	-0.6%	+11.7%	➖ noise
5	datafusion:vortex-compact	+13.9%	+11.6%	+2.1%	+16.2%	➖ noise
5	datafusion:vortex-file-compressed	+8.1%	+11.6%	-3.1%	+12.8%	➖ noise
5	duckdb:duckdb	+1.5%	+11.6%	-9.1%	+13.8%	➖ noise
5	duckdb:vortex-compact	+15.7%	+11.6%	+3.6%	+11.7%	➖ noise
5	duckdb:vortex-file-compressed	+2.5%	+11.6%	-8.2%	+12.7%	➖ noise
6	datafusion:vortex-compact	+3.5%	+5.7%	-2.1%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+2.2%	+5.7%	-3.3%	+10.0%	➖ noise
6	duckdb:duckdb	+21.7%	+5.7%	+15.1%	+12.0%	🚨 regression
6	duckdb:vortex-compact	+19.4%	+5.7%	+13.0%	+10.0%	🚨 regression
6	duckdb:vortex-file-compressed	+7.2%	+5.7%	+1.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	+14.9%	+10.4%	+4.0%	+16.1%	➖ noise
7	datafusion:vortex-file-compressed	+12.6%	+10.4%	+2.0%	+10.0%	➖ noise
7	duckdb:duckdb	+14.6%	+10.4%	+3.8%	+12.9%	➖ noise
7	duckdb:vortex-compact	+2.2%	+10.4%	-7.5%	+12.3%	➖ noise
7	duckdb:vortex-file-compressed	+21.6%	+10.4%	+10.1%	+30.5%	➖ noise
8	datafusion:vortex-compact	+10.1%	+3.4%	+6.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+7.4%	+3.4%	+3.9%	+15.4%	➖ noise
8	duckdb:duckdb	+2.3%	+3.4%	-1.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	+9.2%	+3.4%	+5.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+3.8%	+3.4%	+0.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	+11.6%	+11.4%	+0.2%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+4.6%	+11.4%	-6.1%	+10.0%	➖ noise
9	duckdb:duckdb	+5.4%	+11.4%	-5.4%	+10.2%	➖ noise
9	duckdb:vortex-compact	+13.8%	+11.4%	+2.1%	+13.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.5%	+11.4%	-9.7%	+10.0%	✅ faster
10	datafusion:vortex-compact	+17.1%	+10.5%	+6.0%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+8.4%	+10.5%	-1.9%	+10.0%	➖ noise
10	duckdb:duckdb	+16.8%	+10.5%	+5.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	+14.0%	+10.5%	+3.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+9.8%	+10.5%	-0.7%	+10.9%	➖ noise
11	datafusion:vortex-compact	+10.4%	+8.8%	+1.5%	+13.8%	➖ noise
11	datafusion:vortex-file-compressed	+12.5%	+8.8%	+3.5%	+11.0%	➖ noise
11	duckdb:duckdb	+18.8%	+8.8%	+9.3%	+10.3%	➖ noise
11	duckdb:vortex-compact	+12.5%	+8.8%	+3.4%	+11.5%	➖ noise
11	duckdb:vortex-file-compressed	+16.4%	+8.8%	+7.0%	+14.4%	➖ noise
12	datafusion:vortex-compact	+30.6%	+10.1%	+18.6%	+14.3%	🚨 regression
12	datafusion:vortex-file-compressed	+3.3%	+10.1%	-6.2%	+12.9%	➖ noise
12	duckdb:duckdb	+17.5%	+10.1%	+6.8%	+13.7%	➖ noise
12	duckdb:vortex-compact	+15.5%	+10.1%	+4.9%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+7.9%	+10.1%	-2.0%	+10.2%	➖ noise
13	datafusion:vortex-compact	-0.8%	+6.6%	-6.9%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+2.9%	+6.6%	-3.5%	+10.0%	➖ noise
13	duckdb:duckdb	+5.8%	+6.6%	-0.7%	+10.0%	➖ noise
13	duckdb:vortex-compact	+11.4%	+6.6%	+4.5%	+12.4%	➖ noise
13	duckdb:vortex-file-compressed	+6.1%	+6.6%	-0.4%	+10.0%	➖ noise
14	datafusion:vortex-compact	+9.7%	+6.3%	+3.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+8.9%	+6.3%	+2.5%	+10.0%	➖ noise
14	duckdb:duckdb	+5.6%	+6.3%	-0.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	+7.1%	+6.3%	+0.8%	+12.2%	➖ noise
14	duckdb:vortex-file-compressed	+1.7%	+6.3%	-4.3%	+10.0%	➖ noise
15	datafusion:vortex-compact	+16.9%	+10.9%	+5.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+7.9%	+10.9%	-2.7%	+10.0%	➖ noise
15	duckdb:duckdb	+24.9%	+10.9%	+12.7%	+17.4%	➖ noise
15	duckdb:vortex-compact	+19.4%	+10.9%	+7.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+10.9%	+10.9%	-0.0%	+10.5%	➖ noise
16	datafusion:vortex-compact	+9.8%	+7.3%	+2.3%	+11.7%	➖ noise
16	datafusion:vortex-file-compressed	+13.7%	+7.3%	+5.9%	+13.4%	➖ noise
16	duckdb:duckdb	+24.7%	+7.3%	+16.2%	+17.2%	➖ noise
16	duckdb:vortex-compact	+9.8%	+7.3%	+2.3%	+13.6%	➖ noise
16	duckdb:vortex-file-compressed	+6.8%	+7.3%	-0.5%	+17.7%	➖ noise
17	datafusion:vortex-compact	+22.4%	+2.2%	+19.7%	+12.6%	🚨 regression
17	datafusion:vortex-file-compressed	+12.0%	+2.2%	+9.6%	+16.2%	➖ noise
17	duckdb:duckdb	+11.4%	+2.2%	+9.0%	+10.0%	➖ noise
17	duckdb:vortex-compact	+10.2%	+2.2%	+7.9%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+10.7%	+2.2%	+8.3%	+10.0%	➖ noise
18	datafusion:vortex-compact	+12.4%	+4.0%	+8.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+2.0%	+4.0%	-2.0%	+10.0%	➖ noise
18	duckdb:duckdb	+16.9%	+4.0%	+12.3%	+10.0%	🚨 regression
18	duckdb:vortex-compact	+18.2%	+4.0%	+13.6%	+10.0%	🚨 regression
18	duckdb:vortex-file-compressed	+7.4%	+4.0%	+3.2%	+10.0%	➖ noise
19	datafusion:vortex-compact	+11.1%	+13.4%	-2.0%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+7.1%	+13.4%	-5.6%	+10.0%	➖ noise
19	duckdb:duckdb	+16.9%	+13.4%	+3.1%	+11.4%	➖ noise
19	duckdb:vortex-compact	+6.3%	+13.4%	-6.3%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+12.6%	+13.4%	-0.7%	+11.3%	➖ noise
20	datafusion:vortex-compact	+11.2%	+13.5%	-2.0%	+14.0%	➖ noise
20	datafusion:vortex-file-compressed	+17.4%	+13.5%	+3.4%	+15.4%	➖ noise
20	duckdb:duckdb	+5.8%	+13.5%	-6.8%	+16.4%	➖ noise
20	duckdb:vortex-compact	+22.0%	+13.5%	+7.5%	+12.3%	➖ noise
20	duckdb:vortex-file-compressed	+17.3%	+13.5%	+3.3%	+12.5%	➖ noise
21	datafusion:vortex-compact	+12.7%	+13.2%	-0.4%	+12.4%	➖ noise
21	datafusion:vortex-file-compressed	+14.4%	+13.2%	+1.1%	+12.9%	➖ noise
21	duckdb:duckdb	+10.9%	+13.2%	-2.0%	+21.6%	➖ noise
21	duckdb:vortex-compact	+17.3%	+13.2%	+3.7%	+20.8%	➖ noise
21	duckdb:vortex-file-compressed	+16.0%	+13.2%	+2.5%	+14.0%	➖ noise
22	datafusion:vortex-compact	+8.6%	+17.4%	-7.4%	+23.5%	➖ noise
22	datafusion:vortex-file-compressed	+1.7%	+17.4%	-13.3%	+34.3%	➖ noise
22	duckdb:duckdb	+15.6%	+17.4%	-1.5%	+15.3%	➖ noise
22	duckdb:vortex-compact	+19.3%	+17.4%	+1.6%	+14.4%	➖ noise
22	duckdb:vortex-file-compressed	+4.0%	+17.4%	-11.4%	+13.2%	➖ noise
23	datafusion:vortex-compact	+17.6%	+6.7%	+10.2%	+10.0%	🚨 regression
23	datafusion:vortex-file-compressed	+11.0%	+6.7%	+4.0%	+10.0%	➖ noise
23	duckdb:duckdb	+7.4%	+6.7%	+0.6%	+16.4%	➖ noise
23	duckdb:vortex-compact	+8.1%	+6.7%	+1.3%	+18.5%	➖ noise
23	duckdb:vortex-file-compressed	+7.4%	+6.7%	+0.6%	+10.0%	➖ noise
24	datafusion:vortex-compact	+14.6%	+8.9%	+5.2%	+10.2%	➖ noise
24	datafusion:vortex-file-compressed	+11.2%	+8.9%	+2.1%	+10.0%	➖ noise
24	duckdb:duckdb	+8.6%	+8.9%	-0.3%	+11.0%	➖ noise
24	duckdb:vortex-compact	+10.9%	+8.9%	+1.8%	+12.0%	➖ noise
24	duckdb:vortex-file-compressed	+7.8%	+8.9%	-1.0%	+12.6%	➖ noise
25	datafusion:vortex-compact	+12.7%	+7.4%	+4.9%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+12.7%	+7.4%	+4.9%	+10.0%	➖ noise
25	duckdb:duckdb	+18.2%	+7.4%	+10.1%	+16.6%	➖ noise
25	duckdb:vortex-compact	+2.3%	+7.4%	-4.7%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+9.0%	+7.4%	+1.5%	+10.0%	➖ noise
26	datafusion:vortex-compact	+11.3%	+11.8%	-0.4%	+14.1%	➖ noise
26	datafusion:vortex-file-compressed	+1.8%	+11.8%	-8.9%	+15.3%	➖ noise
26	duckdb:duckdb	+28.9%	+11.8%	+15.3%	+17.7%	➖ noise
26	duckdb:vortex-compact	+25.1%	+11.8%	+11.9%	+12.1%	➖ noise
26	duckdb:vortex-file-compressed	+6.2%	+11.8%	-5.0%	+10.0%	➖ noise
27	datafusion:vortex-compact	+12.0%	+6.9%	+4.8%	+12.3%	➖ noise
27	datafusion:vortex-file-compressed	+6.8%	+6.9%	-0.1%	+11.7%	➖ noise
27	duckdb:duckdb	+13.2%	+6.9%	+5.9%	+17.5%	➖ noise
27	duckdb:vortex-compact	+9.7%	+6.9%	+2.6%	+12.9%	➖ noise
27	duckdb:vortex-file-compressed	+5.9%	+6.9%	-0.9%	+14.5%	➖ noise
28	datafusion:vortex-compact	+3.2%	+5.2%	-1.9%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+1.1%	+5.2%	-3.9%	+12.7%	➖ noise
28	duckdb:duckdb	+0.9%	+5.2%	-4.1%	+10.0%	➖ noise
28	duckdb:vortex-compact	+6.1%	+5.2%	+0.9%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+5.1%	+5.2%	-0.1%	+10.0%	➖ noise
29	datafusion:vortex-compact	+16.0%	+4.3%	+11.2%	+10.0%	🚨 regression
29	datafusion:vortex-file-compressed	+12.4%	+4.3%	+7.7%	+13.3%	➖ noise
29	duckdb:duckdb	+10.3%	+4.3%	+5.8%	+10.0%	➖ noise
29	duckdb:vortex-compact	+4.9%	+4.3%	+0.5%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+2.5%	+4.3%	-1.7%	+10.0%	➖ noise
30	datafusion:vortex-compact	+0.8%	+11.6%	-9.7%	+16.9%	➖ noise
30	datafusion:vortex-file-compressed	+9.6%	+11.6%	-1.8%	+10.0%	➖ noise
30	duckdb:duckdb	+11.9%	+11.6%	+0.2%	+10.0%	➖ noise
30	duckdb:vortex-compact	+18.1%	+11.6%	+5.9%	+17.2%	➖ noise
30	duckdb:vortex-file-compressed	+14.1%	+11.6%	+2.2%	+11.7%	➖ noise
31	datafusion:vortex-compact	+15.9%	+6.5%	+8.9%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+12.9%	+6.5%	+6.0%	+10.0%	➖ noise
31	duckdb:duckdb	+17.5%	+6.5%	+10.3%	+10.1%	🚨 regression
31	duckdb:vortex-compact	+14.3%	+6.5%	+7.3%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+12.1%	+6.5%	+5.3%	+10.2%	➖ noise
32	datafusion:vortex-compact	+10.0%	+6.5%	+3.3%	+14.8%	➖ noise
32	datafusion:vortex-file-compressed	+11.0%	+6.5%	+4.2%	+10.0%	➖ noise
32	duckdb:duckdb	+21.1%	+6.5%	+13.7%	+18.7%	➖ noise
32	duckdb:vortex-compact	+10.1%	+6.5%	+3.3%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+11.2%	+6.5%	+4.4%	+10.0%	➖ noise
33	datafusion:vortex-compact	+17.0%	+7.5%	+8.8%	+11.3%	➖ noise
33	datafusion:vortex-file-compressed	+8.1%	+7.5%	+0.5%	+10.0%	➖ noise
33	duckdb:duckdb	+12.0%	+7.5%	+4.1%	+11.5%	➖ noise
33	duckdb:vortex-compact	+16.2%	+7.5%	+8.1%	+18.1%	➖ noise
33	duckdb:vortex-file-compressed	-0.6%	+7.5%	-7.5%	+12.0%	➖ noise
34	datafusion:vortex-compact	+4.7%	+1.4%	+3.3%	+18.9%	➖ noise
34	datafusion:vortex-file-compressed	+7.8%	+1.4%	+6.4%	+14.1%	➖ noise
34	duckdb:duckdb	+18.5%	+1.4%	+16.9%	+13.2%	🚨 regression
34	duckdb:vortex-compact	+5.6%	+1.4%	+4.2%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+4.4%	+1.4%	+3.0%	+10.0%	➖ noise
35	datafusion:vortex-compact	+14.4%	+9.6%	+4.3%	+15.1%	➖ noise
35	datafusion:vortex-file-compressed	+10.9%	+9.6%	+1.2%	+10.0%	➖ noise
35	duckdb:duckdb	+10.7%	+9.6%	+1.1%	+19.2%	➖ noise
35	duckdb:vortex-compact	+10.5%	+9.6%	+0.8%	+13.5%	➖ noise
35	duckdb:vortex-file-compressed	+15.0%	+9.6%	+4.9%	+12.3%	➖ noise
36	datafusion:vortex-compact	+16.7%	+6.0%	+10.1%	+10.0%	🚨 regression
36	datafusion:vortex-file-compressed	+8.4%	+6.0%	+2.2%	+10.0%	➖ noise
36	duckdb:duckdb	+23.1%	+6.0%	+16.1%	+10.0%	🚨 regression
36	duckdb:vortex-compact	+9.7%	+6.0%	+3.4%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+4.3%	+6.0%	-1.6%	+10.0%	➖ noise
37	datafusion:vortex-compact	+11.1%	+11.8%	-0.6%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+16.0%	+11.8%	+3.7%	+10.0%	➖ noise
37	duckdb:duckdb	+12.0%	+11.8%	+0.2%	+11.5%	➖ noise
37	duckdb:vortex-compact	+20.7%	+11.8%	+8.0%	+10.1%	➖ noise
37	duckdb:vortex-file-compressed	+7.2%	+11.8%	-4.1%	+10.0%	➖ noise
38	datafusion:vortex-compact	+15.8%	+9.6%	+5.7%	+11.0%	➖ noise
38	datafusion:vortex-file-compressed	+11.5%	+9.6%	+1.7%	+10.0%	➖ noise
38	duckdb:duckdb	+17.2%	+9.6%	+6.9%	+12.5%	➖ noise
38	duckdb:vortex-compact	+10.0%	+9.6%	+0.4%	+12.1%	➖ noise
38	duckdb:vortex-file-compressed	+14.0%	+9.6%	+4.1%	+10.5%	➖ noise
39	datafusion:vortex-compact	+17.0%	+8.8%	+7.5%	+11.2%	➖ noise
39	datafusion:vortex-file-compressed	+19.1%	+8.8%	+9.5%	+14.9%	➖ noise
39	duckdb:duckdb	+13.7%	+8.8%	+4.6%	+20.2%	➖ noise
39	duckdb:vortex-compact	+11.1%	+8.8%	+2.1%	+11.0%	➖ noise
39	duckdb:vortex-file-compressed	-0.6%	+8.8%	-8.6%	+12.6%	➖ noise
40	datafusion:vortex-compact	+22.5%	+13.6%	+7.9%	+10.7%	➖ noise
40	datafusion:vortex-file-compressed	+8.1%	+13.6%	-4.9%	+10.0%	➖ noise
40	duckdb:duckdb	+22.1%	+13.6%	+7.5%	+11.6%	➖ noise
40	duckdb:vortex-compact	+17.5%	+13.6%	+3.5%	+12.5%	➖ noise
40	duckdb:vortex-file-compressed	+13.9%	+13.6%	+0.3%	+15.7%	➖ noise
41	datafusion:vortex-compact	+20.5%	+18.5%	+1.7%	+15.6%	➖ noise
41	datafusion:vortex-file-compressed	+16.6%	+18.5%	-1.6%	+10.0%	➖ noise
41	duckdb:duckdb	+19.2%	+18.5%	+0.6%	+10.0%	➖ noise
41	duckdb:vortex-compact	+13.9%	+18.5%	-3.9%	+10.6%	➖ noise
41	duckdb:vortex-file-compressed	+11.1%	+18.5%	-6.2%	+10.0%	➖ noise
42	datafusion:vortex-compact	+15.5%	+6.6%	+8.3%	+10.1%	➖ noise
42	datafusion:vortex-file-compressed	+17.3%	+6.6%	+10.0%	+10.0%	➖ noise
42	duckdb:duckdb	+22.8%	+6.6%	+15.2%	+14.3%	🚨 regression
42	duckdb:vortex-compact	+12.9%	+6.6%	+5.9%	+18.0%	➖ noise
42	duckdb:vortex-file-compressed	+8.6%	+6.6%	+1.9%	+17.0%	➖ noise
43	datafusion:vortex-compact	+11.8%	+4.9%	+6.6%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+7.0%	+4.9%	+2.0%	+15.3%	➖ noise
43	duckdb:duckdb	+16.6%	+4.9%	+11.2%	+10.0%	🚨 regression
43	duckdb:vortex-compact	-1.0%	+4.9%	-5.6%	+12.6%	➖ noise
43	duckdb:vortex-file-compressed	+2.2%	+4.9%	-2.6%	+10.0%	➖ noise
44	datafusion:vortex-compact	+10.5%	+4.5%	+5.8%	+12.4%	➖ noise
44	datafusion:vortex-file-compressed	+4.1%	+4.5%	-0.4%	+15.6%	➖ noise
44	duckdb:duckdb	+8.4%	+4.5%	+3.8%	+16.3%	➖ noise
44	duckdb:vortex-compact	-0.9%	+4.5%	-5.1%	+12.9%	➖ noise
44	duckdb:vortex-file-compressed	+10.1%	+4.5%	+5.3%	+16.0%	➖ noise
45	datafusion:vortex-compact	+21.1%	+10.2%	+9.8%	+12.8%	➖ noise
45	datafusion:vortex-file-compressed	+7.4%	+10.2%	-2.5%	+10.0%	➖ noise
45	duckdb:duckdb	+21.0%	+10.2%	+9.8%	+11.2%	➖ noise
45	duckdb:vortex-compact	+24.4%	+10.2%	+12.8%	+12.5%	🚨 regression
45	duckdb:vortex-file-compressed	+7.6%	+10.2%	-2.4%	+12.0%	➖ noise
46	datafusion:vortex-compact	+13.1%	+7.1%	+5.7%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+16.2%	+7.1%	+8.5%	+11.1%	➖ noise
46	duckdb:duckdb	+14.0%	+7.1%	+6.5%	+10.0%	➖ noise
46	duckdb:vortex-compact	+13.6%	+7.1%	+6.1%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+9.9%	+7.1%	+2.6%	+10.0%	➖ noise
47	datafusion:vortex-compact	+11.9%	+10.2%	+1.5%	+10.5%	➖ noise
47	datafusion:vortex-file-compressed	+11.8%	+10.2%	+1.4%	+10.0%	➖ noise
47	duckdb:duckdb	+14.0%	+10.2%	+3.4%	+10.0%	➖ noise
47	duckdb:vortex-compact	+13.0%	+10.2%	+2.5%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+6.8%	+10.2%	-3.1%	+11.8%	➖ noise
48	datafusion:vortex-compact	+7.6%	+7.4%	+0.2%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+10.3%	+7.4%	+2.7%	+10.0%	➖ noise
48	duckdb:duckdb	+7.1%	+7.4%	-0.3%	+10.1%	➖ noise
48	duckdb:vortex-compact	+13.5%	+7.4%	+5.7%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+5.8%	+7.4%	-1.5%	+10.0%	➖ noise
49	datafusion:vortex-compact	+19.6%	+5.1%	+13.8%	+10.1%	🚨 regression
49	datafusion:vortex-file-compressed	+10.4%	+5.1%	+5.0%	+10.2%	➖ noise
49	duckdb:duckdb	+14.0%	+5.1%	+8.5%	+14.2%	➖ noise
49	duckdb:vortex-compact	+11.7%	+5.1%	+6.3%	+12.9%	➖ noise
49	duckdb:vortex-file-compressed	+26.2%	+5.1%	+20.0%	+17.9%	🚨 regression
50	datafusion:vortex-compact	+18.3%	+2.3%	+15.7%	+11.6%	🚨 regression
50	datafusion:vortex-file-compressed	+9.1%	+2.3%	+6.6%	+10.0%	➖ noise
50	duckdb:duckdb	+18.7%	+2.3%	+16.0%	+10.0%	🚨 regression
50	duckdb:vortex-compact	+11.6%	+2.3%	+9.1%	+12.0%	➖ noise
50	duckdb:vortex-file-compressed	+3.5%	+2.3%	+1.2%	+11.5%	➖ noise
51	datafusion:vortex-compact	+10.1%	+3.2%	+6.7%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+7.0%	+3.2%	+3.7%	+12.0%	➖ noise
51	duckdb:duckdb	+4.4%	+3.2%	+1.2%	+16.3%	➖ noise
51	duckdb:vortex-compact	+8.6%	+3.2%	+5.2%	+18.1%	➖ noise
51	duckdb:vortex-file-compressed	+3.8%	+3.2%	+0.6%	+15.8%	➖ noise
52	datafusion:vortex-compact	+12.0%	+13.0%	-0.9%	+10.0%	➖ noise
52	datafusion:vortex-file-compressed	+6.9%	+13.0%	-5.3%	+10.4%	➖ noise
52	duckdb:duckdb	+10.9%	+13.0%	-1.8%	+20.5%	➖ noise
52	duckdb:vortex-compact	+10.9%	+13.0%	-1.8%	+11.5%	➖ noise
52	duckdb:vortex-file-compressed	+12.8%	+13.0%	-0.2%	+14.3%	➖ noise
53	datafusion:vortex-compact	+11.9%	+8.0%	+3.6%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+10.2%	+8.0%	+2.0%	+10.0%	➖ noise
53	duckdb:duckdb	+11.9%	+8.0%	+3.6%	+11.3%	➖ noise
53	duckdb:vortex-compact	+4.7%	+8.0%	-3.1%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+9.6%	+8.0%	+1.4%	+14.2%	➖ noise
54	datafusion:vortex-compact	+11.9%	+2.7%	+9.0%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+4.9%	+2.7%	+2.1%	+10.0%	➖ noise
54	duckdb:duckdb	+25.9%	+2.7%	+22.6%	+10.0%	🚨 regression
54	duckdb:vortex-compact	+10.1%	+2.7%	+7.2%	+22.2%	➖ noise
54	duckdb:vortex-file-compressed	+10.2%	+2.7%	+7.3%	+10.0%	➖ noise
55	datafusion:vortex-compact	+14.2%	+8.1%	+5.6%	+10.2%	➖ noise
55	datafusion:vortex-file-compressed	+10.5%	+8.1%	+2.2%	+13.1%	➖ noise
55	duckdb:duckdb	+13.9%	+8.1%	+5.4%	+16.9%	➖ noise
55	duckdb:vortex-compact	+15.1%	+8.1%	+6.4%	+10.0%	➖ noise
55	duckdb:vortex-file-compressed	+8.5%	+8.1%	+0.4%	+10.0%	➖ noise
56	datafusion:vortex-compact	+13.4%	+7.0%	+6.0%	+11.9%	➖ noise
56	datafusion:vortex-file-compressed	+3.2%	+7.0%	-3.5%	+10.0%	➖ noise
56	duckdb:duckdb	+16.3%	+7.0%	+8.7%	+10.8%	➖ noise
56	duckdb:vortex-compact	+14.5%	+7.0%	+7.0%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	+0.8%	+7.0%	-5.8%	+10.0%	➖ noise
57	datafusion:vortex-compact	+18.2%	+5.9%	+11.5%	+10.0%	🚨 regression
57	datafusion:vortex-file-compressed	-3.9%	+5.9%	-9.3%	+10.0%	✅ faster
57	duckdb:duckdb	+9.4%	+5.9%	+3.3%	+11.7%	➖ noise
57	duckdb:vortex-compact	+9.7%	+5.9%	+3.6%	+14.1%	➖ noise
57	duckdb:vortex-file-compressed	+7.2%	+5.9%	+1.2%	+10.0%	➖ noise
58	datafusion:vortex-compact	+6.7%	+5.5%	+1.2%	+11.0%	➖ noise
58	datafusion:vortex-file-compressed	+7.1%	+5.5%	+1.5%	+10.0%	➖ noise
58	duckdb:duckdb	+17.2%	+5.5%	+11.1%	+11.0%	🚨 regression
58	duckdb:vortex-compact	+11.3%	+5.5%	+5.5%	+14.8%	➖ noise
58	duckdb:vortex-file-compressed	+6.2%	+5.5%	+0.7%	+15.7%	➖ noise
59	datafusion:vortex-compact	+9.9%	+3.2%	+6.5%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+3.4%	+3.2%	+0.2%	+10.0%	➖ noise
59	duckdb:duckdb	+10.2%	+3.2%	+6.8%	+10.0%	➖ noise
59	duckdb:vortex-compact	-2.3%	+3.2%	-5.4%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	+1.8%	+3.2%	-1.4%	+10.0%	➖ noise
60	datafusion:vortex-compact	+16.5%	+10.9%	+5.0%	+14.8%	➖ noise
60	datafusion:vortex-file-compressed	+6.6%	+10.9%	-3.9%	+13.3%	➖ noise
60	duckdb:duckdb	+12.1%	+10.9%	+1.1%	+17.6%	➖ noise
60	duckdb:vortex-compact	+13.1%	+10.9%	+2.0%	+13.3%	➖ noise
60	duckdb:vortex-file-compressed	+14.0%	+10.9%	+2.8%	+12.8%	➖ noise
61	datafusion:vortex-compact	+13.1%	+5.9%	+6.7%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+7.4%	+5.9%	+1.3%	+10.0%	➖ noise
61	duckdb:duckdb	+12.7%	+5.9%	+6.4%	+10.8%	➖ noise
61	duckdb:vortex-compact	+9.6%	+5.9%	+3.5%	+12.6%	➖ noise
61	duckdb:vortex-file-compressed	+16.6%	+5.9%	+10.1%	+12.9%	➖ noise
62	datafusion:vortex-compact	+29.2%	+7.6%	+20.1%	+21.0%	➖ noise
62	datafusion:vortex-file-compressed	-10.1%	+7.6%	-16.5%	+21.7%	➖ noise
62	duckdb:duckdb	+17.0%	+7.6%	+8.8%	+11.3%	➖ noise
62	duckdb:vortex-compact	+26.2%	+7.6%	+17.3%	+16.2%	🚨 regression
62	duckdb:vortex-file-compressed	+7.2%	+7.6%	-0.3%	+13.2%	➖ noise
63	datafusion:vortex-compact	+10.0%	+9.8%	+0.2%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+14.0%	+9.8%	+3.8%	+10.0%	➖ noise
63	duckdb:duckdb	+16.0%	+9.8%	+5.6%	+10.0%	➖ noise
63	duckdb:vortex-compact	+14.9%	+9.8%	+4.6%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+10.2%	+9.8%	+0.3%	+10.0%	➖ noise
64	datafusion:vortex-compact	+16.0%	+4.6%	+10.9%	+10.0%	🚨 regression
64	datafusion:vortex-file-compressed	+3.7%	+4.6%	-0.9%	+10.0%	➖ noise
64	duckdb:duckdb	+13.4%	+4.6%	+8.4%	+10.0%	➖ noise
64	duckdb:vortex-compact	+7.8%	+4.6%	+3.1%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+8.1%	+4.6%	+3.4%	+10.0%	➖ noise
65	datafusion:vortex-compact	+12.2%	+6.8%	+5.0%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+13.2%	+6.8%	+6.0%	+10.0%	➖ noise
65	duckdb:duckdb	+19.5%	+6.8%	+11.9%	+12.5%	➖ noise
65	duckdb:vortex-compact	+11.0%	+6.8%	+4.0%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-1.7%	+6.8%	-7.9%	+10.0%	➖ noise
66	datafusion:vortex-compact	+12.9%	+5.8%	+6.8%	+15.8%	➖ noise
66	datafusion:vortex-file-compressed	+7.3%	+5.8%	+1.4%	+14.9%	➖ noise
66	duckdb:duckdb	+14.5%	+5.8%	+8.3%	+16.3%	➖ noise
66	duckdb:vortex-compact	+11.5%	+5.8%	+5.4%	+10.9%	➖ noise
66	duckdb:vortex-file-compressed	+2.9%	+5.8%	-2.7%	+12.4%	➖ noise
67	datafusion:vortex-compact	+11.8%	+5.9%	+5.5%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+8.1%	+5.9%	+2.0%	+10.0%	➖ noise
67	duckdb:duckdb	+10.7%	+5.9%	+4.6%	+10.0%	➖ noise
67	duckdb:vortex-compact	+9.8%	+5.9%	+3.7%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+4.0%	+5.9%	-1.8%	+10.0%	➖ noise
68	datafusion:vortex-compact	+20.8%	+5.9%	+14.1%	+14.9%	➖ noise
68	datafusion:vortex-file-compressed	+15.6%	+5.9%	+9.2%	+13.5%	➖ noise
68	duckdb:duckdb	+8.8%	+5.9%	+2.8%	+11.7%	➖ noise
68	duckdb:vortex-compact	+11.1%	+5.9%	+4.9%	+11.0%	➖ noise
68	duckdb:vortex-file-compressed	+16.7%	+5.9%	+10.3%	+12.0%	➖ noise
69	datafusion:vortex-compact	+9.9%	+8.4%	+1.4%	+12.4%	➖ noise
69	datafusion:vortex-file-compressed	+11.6%	+8.4%	+3.0%	+10.0%	➖ noise
69	duckdb:duckdb	+6.4%	+8.4%	-1.9%	+10.0%	➖ noise
69	duckdb:vortex-compact	+9.5%	+8.4%	+1.0%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+7.8%	+8.4%	-0.6%	+10.0%	➖ noise
70	datafusion:vortex-compact	+14.1%	+6.1%	+7.5%	+12.1%	➖ noise
70	datafusion:vortex-file-compressed	+6.1%	+6.1%	-0.0%	+10.0%	➖ noise
70	duckdb:duckdb	+7.2%	+6.1%	+1.0%	+13.9%	➖ noise
70	duckdb:vortex-compact	+5.7%	+6.1%	-0.4%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+6.2%	+6.1%	+0.1%	+11.4%	➖ noise
71	datafusion:vortex-compact	+11.3%	+7.6%	+3.4%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+4.4%	+7.6%	-3.0%	+17.2%	➖ noise
71	duckdb:duckdb	+13.9%	+7.6%	+5.8%	+17.2%	➖ noise
71	duckdb:vortex-compact	+9.2%	+7.6%	+1.4%	+10.0%	➖ noise
71	duckdb:vortex-file-compressed	+10.6%	+7.6%	+2.8%	+18.8%	➖ noise
72	datafusion:vortex-compact	+16.5%	+5.3%	+10.6%	+10.0%	🚨 regression
72	datafusion:vortex-file-compressed	+10.6%	+5.3%	+5.0%	+10.0%	➖ noise
72	duckdb:duckdb	+7.2%	+5.3%	+1.8%	+10.2%	➖ noise
72	duckdb:vortex-compact	+3.6%	+5.3%	-1.7%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+2.4%	+5.3%	-2.8%	+10.0%	➖ noise
73	datafusion:vortex-compact	+11.3%	+8.2%	+2.8%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+12.9%	+8.2%	+4.4%	+10.3%	➖ noise
73	duckdb:duckdb	+12.6%	+8.2%	+4.1%	+13.5%	➖ noise
73	duckdb:vortex-compact	+4.7%	+8.2%	-3.3%	+13.7%	➖ noise
73	duckdb:vortex-file-compressed	+10.5%	+8.2%	+2.2%	+21.7%	➖ noise
74	datafusion:vortex-compact	+14.3%	+5.0%	+8.8%	+10.8%	➖ noise
74	datafusion:vortex-file-compressed	+24.6%	+5.0%	+18.7%	+14.1%	🚨 regression
74	duckdb:duckdb	+7.7%	+5.0%	+2.6%	+10.0%	➖ noise
74	duckdb:vortex-compact	+13.4%	+5.0%	+8.0%	+22.9%	➖ noise
74	duckdb:vortex-file-compressed	+4.5%	+5.0%	-0.5%	+18.7%	➖ noise
75	datafusion:vortex-compact	+11.0%	+4.3%	+6.5%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+18.1%	+4.3%	+13.3%	+12.5%	🚨 regression
75	duckdb:duckdb	+15.3%	+4.3%	+10.6%	+10.7%	➖ noise
75	duckdb:vortex-compact	+20.2%	+4.3%	+15.3%	+13.4%	🚨 regression
75	duckdb:vortex-file-compressed	+12.5%	+4.3%	+7.9%	+10.9%	➖ noise
76	datafusion:vortex-compact	+11.4%	+5.5%	+5.6%	+11.6%	➖ noise
76	datafusion:vortex-file-compressed	+15.4%	+5.5%	+9.3%	+10.0%	➖ noise
76	duckdb:duckdb	+7.3%	+5.5%	+1.7%	+16.5%	➖ noise
76	duckdb:vortex-compact	+4.5%	+5.5%	-1.0%	+13.2%	➖ noise
76	duckdb:vortex-file-compressed	+16.4%	+5.5%	+10.3%	+14.5%	➖ noise
77	datafusion:vortex-compact	+14.1%	+7.6%	+6.1%	+21.2%	➖ noise
77	datafusion:vortex-file-compressed	+16.1%	+7.6%	+7.9%	+10.5%	➖ noise
77	duckdb:duckdb	+10.9%	+7.6%	+3.1%	+14.0%	➖ noise
77	duckdb:vortex-compact	+7.5%	+7.6%	-0.1%	+14.9%	➖ noise
77	duckdb:vortex-file-compressed	+9.2%	+7.6%	+1.5%	+16.4%	➖ noise
78	datafusion:vortex-compact	+21.9%	+8.3%	+12.6%	+10.0%	🚨 regression
78	datafusion:vortex-file-compressed	+18.6%	+8.3%	+9.5%	+11.3%	➖ noise
78	duckdb:duckdb	+13.8%	+8.3%	+5.1%	+12.3%	➖ noise
78	duckdb:vortex-compact	+14.4%	+8.3%	+5.7%	+11.1%	➖ noise
78	duckdb:vortex-file-compressed	+17.4%	+8.3%	+8.4%	+10.0%	➖ noise
79	datafusion:vortex-compact	+13.3%	+5.0%	+7.9%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+19.3%	+5.0%	+13.7%	+10.0%	🚨 regression
79	duckdb:duckdb	+14.6%	+5.0%	+9.2%	+12.1%	➖ noise
79	duckdb:vortex-compact	+6.1%	+5.0%	+1.0%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	+10.1%	+5.0%	+4.9%	+10.0%	➖ noise
80	datafusion:vortex-compact	+20.2%	+9.2%	+10.0%	+10.0%	🚨 regression
80	datafusion:vortex-file-compressed	+12.5%	+9.2%	+3.0%	+10.0%	➖ noise
80	duckdb:duckdb	+18.2%	+9.2%	+8.2%	+14.6%	➖ noise
80	duckdb:vortex-compact	+18.5%	+9.2%	+8.5%	+10.9%	➖ noise
80	duckdb:vortex-file-compressed	+16.8%	+9.2%	+7.0%	+11.4%	➖ noise
81	datafusion:vortex-compact	+12.4%	+8.6%	+3.5%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	+28.3%	+8.6%	+18.1%	+16.3%	🚨 regression
81	duckdb:duckdb	+21.1%	+8.6%	+11.5%	+10.4%	🚨 regression
81	duckdb:vortex-compact	+16.9%	+8.6%	+7.6%	+16.6%	➖ noise
81	duckdb:vortex-file-compressed	+9.2%	+8.6%	+0.6%	+11.2%	➖ noise
82	datafusion:vortex-compact	+11.5%	+10.4%	+1.0%	+10.2%	➖ noise
82	datafusion:vortex-file-compressed	+19.4%	+10.4%	+8.2%	+11.7%	➖ noise
82	duckdb:duckdb	+18.6%	+10.4%	+7.4%	+17.4%	➖ noise
82	duckdb:vortex-compact	+16.5%	+10.4%	+5.5%	+11.4%	➖ noise
82	duckdb:vortex-file-compressed	+17.8%	+10.4%	+6.7%	+10.8%	➖ noise
83	datafusion:vortex-compact	+18.9%	+7.9%	+10.2%	+10.0%	🚨 regression
83	datafusion:vortex-file-compressed	+25.4%	+7.9%	+16.2%	+11.4%	🚨 regression
83	duckdb:duckdb	+12.7%	+7.9%	+4.4%	+11.6%	➖ noise
83	duckdb:vortex-compact	+14.2%	+7.9%	+5.8%	+24.5%	➖ noise
83	duckdb:vortex-file-compressed	+8.6%	+7.9%	+0.6%	+10.3%	➖ noise
84	datafusion:vortex-compact	+32.2%	+0.8%	+31.1%	+20.9%	🚨 regression
84	datafusion:vortex-file-compressed	+22.7%	+0.8%	+21.7%	+10.0%	🚨 regression
84	duckdb:duckdb	+5.2%	+0.8%	+4.3%	+11.8%	➖ noise
84	duckdb:vortex-compact	+11.8%	+0.8%	+10.8%	+10.4%	🚨 regression
84	duckdb:vortex-file-compressed	+15.1%	+0.8%	+14.1%	+14.8%	➖ noise
85	datafusion:vortex-compact	+13.1%	+4.6%	+8.1%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+11.9%	+4.6%	+7.0%	+10.0%	➖ noise
85	duckdb:duckdb	+9.9%	+4.6%	+5.0%	+10.8%	➖ noise
85	duckdb:vortex-compact	+15.9%	+4.6%	+10.8%	+10.0%	🚨 regression
85	duckdb:vortex-file-compressed	+13.0%	+4.6%	+8.0%	+10.0%	➖ noise
86	datafusion:vortex-compact	-3.2%	+16.3%	-16.8%	+15.3%	✅ faster
86	datafusion:vortex-file-compressed	+30.5%	+16.3%	+12.2%	+16.5%	➖ noise
86	duckdb:duckdb	+20.0%	+16.3%	+3.1%	+18.3%	➖ noise
86	duckdb:vortex-compact	+16.9%	+16.3%	+0.5%	+14.4%	➖ noise
86	duckdb:vortex-file-compressed	+9.5%	+16.3%	-5.8%	+10.0%	➖ noise
87	datafusion:vortex-compact	+17.8%	+1.1%	+16.5%	+10.0%	🚨 regression
87	datafusion:vortex-file-compressed	+18.3%	+1.1%	+17.1%	+10.0%	🚨 regression
87	duckdb:duckdb	+24.9%	+1.1%	+23.6%	+10.8%	🚨 regression
87	duckdb:vortex-compact	+6.8%	+1.1%	+5.7%	+13.0%	➖ noise
87	duckdb:vortex-file-compressed	+9.5%	+1.1%	+8.3%	+10.3%	➖ noise
88	datafusion:vortex-compact	+17.7%	+4.7%	+12.5%	+10.0%	🚨 regression
88	datafusion:vortex-file-compressed	+14.7%	+4.7%	+9.6%	+10.0%	➖ noise
88	duckdb:duckdb	+8.3%	+4.7%	+3.5%	+10.0%	➖ noise
88	duckdb:vortex-compact	+15.4%	+4.7%	+10.2%	+10.9%	➖ noise
88	duckdb:vortex-file-compressed	+15.4%	+4.7%	+10.2%	+10.0%	🚨 regression
89	datafusion:vortex-compact	+12.7%	+4.5%	+7.9%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+12.1%	+4.5%	+7.3%	+10.0%	➖ noise
89	duckdb:duckdb	+10.8%	+4.5%	+6.1%	+10.0%	➖ noise
89	duckdb:vortex-compact	+5.6%	+4.5%	+1.1%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+14.7%	+4.5%	+9.8%	+10.0%	➖ noise
90	datafusion:vortex-compact	+17.9%	+3.5%	+13.9%	+10.0%	🚨 regression
90	datafusion:vortex-file-compressed	+22.0%	+3.5%	+17.9%	+17.6%	🚨 regression
90	duckdb:duckdb	+19.6%	+3.5%	+15.6%	+10.0%	🚨 regression
90	duckdb:vortex-compact	+12.3%	+3.5%	+8.5%	+10.9%	➖ noise
90	duckdb:vortex-file-compressed	+10.2%	+3.5%	+6.4%	+33.3%	➖ noise
91	datafusion:vortex-compact	+9.5%	+6.7%	+2.6%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+27.9%	+6.7%	+19.9%	+16.6%	🚨 regression
91	duckdb:duckdb	+17.4%	+6.7%	+10.0%	+15.7%	➖ noise
91	duckdb:vortex-compact	+12.9%	+6.7%	+5.8%	+11.0%	➖ noise
91	duckdb:vortex-file-compressed	+9.9%	+6.7%	+3.0%	+15.3%	➖ noise
92	datafusion:vortex-compact	+23.5%	+13.7%	+8.7%	+11.6%	➖ noise
92	datafusion:vortex-file-compressed	+22.3%	+13.7%	+7.6%	+10.1%	➖ noise
92	duckdb:duckdb	+40.3%	+13.7%	+23.4%	+20.0%	🚨 regression
92	duckdb:vortex-compact	+7.3%	+13.7%	-5.7%	+25.3%	➖ noise
92	duckdb:vortex-file-compressed	+8.9%	+13.7%	-4.2%	+15.2%	➖ noise
93	datafusion:vortex-compact	+14.4%	+6.5%	+7.4%	+12.0%	➖ noise
93	datafusion:vortex-file-compressed	+29.6%	+6.5%	+21.6%	+15.0%	🚨 regression
93	duckdb:duckdb	+21.2%	+6.5%	+13.8%	+13.4%	🚨 regression
93	duckdb:vortex-compact	+13.8%	+6.5%	+6.8%	+10.9%	➖ noise
93	duckdb:vortex-file-compressed	+10.1%	+6.5%	+3.4%	+12.4%	➖ noise
94	datafusion:vortex-compact	+27.3%	+8.8%	+16.9%	+11.3%	🚨 regression
94	datafusion:vortex-file-compressed	+18.9%	+8.8%	+9.3%	+11.8%	➖ noise
94	duckdb:duckdb	+15.8%	+8.8%	+6.4%	+11.4%	➖ noise
94	duckdb:vortex-compact	+22.0%	+8.8%	+12.1%	+10.0%	🚨 regression
94	duckdb:vortex-file-compressed	+15.8%	+8.8%	+6.4%	+11.7%	➖ noise
95	datafusion:vortex-compact	+3.6%	+3.1%	+0.5%	+10.9%	➖ noise
95	datafusion:vortex-file-compressed	+15.1%	+3.1%	+11.6%	+10.4%	🚨 regression
95	duckdb:duckdb	-6.3%	+3.1%	-9.1%	+20.4%	➖ noise
95	duckdb:vortex-compact	+7.0%	+3.1%	+3.8%	+14.1%	➖ noise
95	duckdb:vortex-file-compressed	+9.3%	+3.1%	+6.0%	+17.9%	➖ noise
96	datafusion:vortex-compact	+17.5%	+6.3%	+10.6%	+13.9%	➖ noise
96	datafusion:vortex-file-compressed	+24.0%	+6.3%	+16.7%	+11.9%	🚨 regression
96	duckdb:duckdb	+15.7%	+6.3%	+8.9%	+16.7%	➖ noise
96	duckdb:vortex-compact	+5.9%	+6.3%	-0.4%	+14.1%	➖ noise
96	duckdb:vortex-file-compressed	+4.5%	+6.3%	-1.6%	+14.1%	➖ noise
97	datafusion:vortex-compact	+14.4%	+16.2%	-1.5%	+12.4%	➖ noise
97	datafusion:vortex-file-compressed	+13.3%	+16.2%	-2.5%	+13.4%	➖ noise
97	duckdb:duckdb	+15.7%	+16.2%	-0.5%	+11.0%	➖ noise
97	duckdb:vortex-compact	+14.7%	+16.2%	-1.2%	+10.0%	➖ noise
97	duckdb:vortex-file-compressed	+20.1%	+16.2%	+3.4%	+14.0%	➖ noise
98	datafusion:vortex-compact	+12.9%	+0.3%	+12.5%	+13.6%	➖ noise
98	datafusion:vortex-file-compressed	+12.4%	+0.3%	+12.0%	+16.6%	➖ noise
98	duckdb:duckdb	+13.4%	+0.3%	+13.1%	+14.8%	➖ noise
98	duckdb:vortex-compact	+9.5%	+0.3%	+9.2%	+12.4%	➖ noise
98	duckdb:vortex-file-compressed	+15.2%	+0.3%	+14.9%	+14.0%	🚨 regression
99	datafusion:vortex-compact	+19.1%	+0.3%	+18.7%	+19.5%	➖ noise
99	datafusion:vortex-file-compressed	+15.2%	+0.3%	+14.9%	+19.0%	➖ noise
99	duckdb:duckdb	+11.7%	+0.3%	+11.4%	+25.1%	➖ noise
99	duckdb:vortex-compact	+29.4%	+0.3%	+29.0%	+14.8%	🚨 regression
99	duckdb:vortex-file-compressed	+4.2%	+0.3%	+3.9%	+23.2%	➖ noise

github-actions · 2026-04-24T17:27:00Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-24T17:29:33Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +4.1%
Vortex (geomean): 1.007x ➖
Parquet (geomean): 0.968x ➖
Shifts: Parquet (control) -3.2% · Median polish -1.5%

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	35605288	30778944	1.16
fineweb_q01/datafusion:vortex-file-compressed	515855843	535886879	0.96
fineweb_q02/datafusion:vortex-file-compressed	420601439	556662240	0.76
fineweb_q03/datafusion:vortex-file-compressed	1383284850	1452089911	0.95
fineweb_q04/datafusion:vortex-file-compressed	1432944279	1397974178	1.03
fineweb_q05/datafusion:vortex-file-compressed	1356288559	1372744026	0.99
fineweb_q06/datafusion:vortex-file-compressed	1549961776	1643455664	0.94
fineweb_q07/datafusion:vortex-file-compressed	1353492248	1428054606	0.95
fineweb_q08/datafusion:vortex-file-compressed	537923896	571205943	0.94

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	37149843	39843490	0.93
fineweb_q01/datafusion:vortex-compact	594606334	649717458	0.92
fineweb_q02/datafusion:vortex-compact	654538649	590906819	1.11
fineweb_q03/datafusion:vortex-compact	1485661082	1509545603	0.98
fineweb_q04/datafusion:vortex-compact	1867699909	1908325589	0.98
fineweb_q05/datafusion:vortex-compact	1524900276	1571079703	0.97
fineweb_q06/datafusion:vortex-compact	1362152560	1394437968	0.98
fineweb_q07/datafusion:vortex-compact	1223269512	1282655540	0.95
fineweb_q08/datafusion:vortex-compact	389122504	410348272	0.95

datafusion / parquet (0.978x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1135794641	1320861094	0.86
fineweb_q01/datafusion:parquet	1826131541	1744856679	1.05
fineweb_q02/datafusion:parquet	2213972683	1975127080	1.12
fineweb_q03/datafusion:parquet	2236035549	2238143168	1.00
fineweb_q04/datafusion:parquet	2065416747	2210429084	0.93
fineweb_q05/datafusion:parquet	1837093881	2105785518	0.87
fineweb_q06/datafusion:parquet	2366612473	2344668614	1.01
fineweb_q07/datafusion:parquet	2253324992	1998258510	1.13
fineweb_q08/datafusion:parquet	1730404097	1974828420	0.88

duckdb / vortex-file-compressed (1.060x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	84903847	73725400	1.15
fineweb_q01/duckdb:vortex-file-compressed	652692606	691737122	0.94
fineweb_q02/duckdb:vortex-file-compressed	448719120	498336794	0.90
fineweb_q03/duckdb:vortex-file-compressed	1622625367	1568959248	1.03
fineweb_q04/duckdb:vortex-file-compressed	1778364754	1502236597	1.18
fineweb_q05/duckdb:vortex-file-compressed	1615718959	1437393415	1.12
fineweb_q06/duckdb:vortex-file-compressed	1787736811	1658037712	1.08
fineweb_q07/duckdb:vortex-file-compressed	1659318476	1450225773	1.14
fineweb_q08/duckdb:vortex-file-compressed	640959014	632587110	1.01

duckdb / vortex-compact (1.041x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	86056323	86899328	0.99
fineweb_q01/duckdb:vortex-compact	574544505	586965162	0.98
fineweb_q02/duckdb:vortex-compact	597243268	604836955	0.99
fineweb_q03/duckdb:vortex-compact	1800724086	1679430668	1.07
fineweb_q04/duckdb:vortex-compact	1916448205	1848194863	1.04
fineweb_q05/duckdb:vortex-compact	1683200058	1751705860	0.96
fineweb_q06/duckdb:vortex-compact	1581508956	1451562920	1.09
fineweb_q07/duckdb:vortex-compact	1442907313	1412461473	1.02
fineweb_q08/duckdb:vortex-compact	543811184	431272048	1.26

duckdb / parquet (0.957x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1194811571	1263634623	0.95
fineweb_q01/duckdb:parquet	1363006480	1436503763	0.95
fineweb_q02/duckdb:parquet	1470683102	1466942776	1.00
fineweb_q03/duckdb:parquet	3610212244	4004347793	0.90
fineweb_q04/duckdb:parquet	1888907602	1958015577	0.96
fineweb_q05/duckdb:parquet	2102886255	2178045469	0.97
fineweb_q06/duckdb:parquet	4275707845	4478185504	0.95
fineweb_q07/duckdb:parquet	2643396661	2743544222	0.96
fineweb_q08/duckdb:parquet	1123036756	1157276564	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-6.8%	-9.8%	+3.4%	+225.4%	➖ noise
0	datafusion:vortex-file-compressed	+15.7%	-9.8%	+28.3%	+175.5%	➖ noise
0	duckdb:vortex-compact	-1.0%	-9.8%	+9.8%	+107.0%	➖ noise
0	duckdb:vortex-file-compressed	+15.2%	-9.8%	+27.7%	+43.8%	➖ noise
1	datafusion:vortex-compact	-8.5%	-0.3%	-8.2%	+70.9%	➖ noise
1	datafusion:vortex-file-compressed	-3.7%	-0.3%	-3.4%	+86.8%	➖ noise
1	duckdb:vortex-compact	-2.1%	-0.3%	-1.8%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-5.6%	-0.3%	-5.3%	+30.9%	➖ noise
2	datafusion:vortex-compact	+10.8%	+6.0%	+4.5%	+33.3%	➖ noise
2	datafusion:vortex-file-compressed	-24.4%	+6.0%	-28.7%	+82.3%	➖ noise
2	duckdb:vortex-compact	-1.3%	+6.0%	-6.9%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-10.0%	+6.0%	-15.1%	+30.5%	➖ noise
3	datafusion:vortex-compact	-1.6%	-5.1%	+3.7%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-4.7%	-5.1%	+0.4%	+30.0%	➖ noise
3	duckdb:vortex-compact	+7.2%	-5.1%	+13.0%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+3.4%	-5.1%	+9.0%	+30.0%	➖ noise
4	datafusion:vortex-compact	-2.1%	-5.1%	+3.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.5%	-5.1%	+8.0%	+30.0%	➖ noise
4	duckdb:vortex-compact	+3.7%	-5.1%	+9.2%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+18.4%	-5.1%	+24.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	-2.9%	-8.2%	+5.8%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.2%	-8.2%	+7.7%	+30.0%	➖ noise
5	duckdb:vortex-compact	-3.9%	-8.2%	+4.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+12.4%	-8.2%	+22.5%	+30.0%	➖ noise
6	datafusion:vortex-compact	-2.3%	-1.8%	-0.5%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-5.7%	-1.8%	-3.9%	+32.3%	➖ noise
6	duckdb:vortex-compact	+9.0%	-1.8%	+11.0%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.8%	-1.8%	+9.8%	+30.0%	➖ noise
7	datafusion:vortex-compact	-4.6%	+4.2%	-8.5%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-5.2%	+4.2%	-9.1%	+30.0%	➖ noise
7	duckdb:vortex-compact	+2.2%	+4.2%	-2.0%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+14.4%	+4.2%	+9.8%	+30.0%	➖ noise
8	datafusion:vortex-compact	-5.2%	-7.8%	+2.8%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-5.8%	-7.8%	+2.1%	+30.0%	➖ noise
8	duckdb:vortex-compact	+26.1%	-7.8%	+36.7%	+31.2%	🚨 regression
8	duckdb:vortex-file-compressed	+1.3%	-7.8%	+9.9%	+30.0%	➖ noise

github-actions · 2026-04-24T17:32:16Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.5%
Vortex (geomean): 0.967x ➖
Parquet (geomean): 0.986x ➖
Shifts: Parquet (control) -1.4% · Median polish -1.4%

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1672510	1761018	0.95
clickbench_q01/datafusion:vortex-file-compressed	19143281	19674376	0.97
clickbench_q02/datafusion:vortex-file-compressed	37931861	39317247	0.96
clickbench_q03/datafusion:vortex-file-compressed	42565680	46260954	0.92
clickbench_q04/datafusion:vortex-file-compressed	289219372	297565477	0.97
clickbench_q05/datafusion:vortex-file-compressed	295463433	314627852	0.94
clickbench_q06/datafusion:vortex-file-compressed	1711094	1642898	1.04
clickbench_q07/datafusion:vortex-file-compressed	23938721	23296485	1.03
clickbench_q08/datafusion:vortex-file-compressed	350311389	359248293	0.98
clickbench_q09/datafusion:vortex-file-compressed	556824136	589313920	0.94
clickbench_q10/datafusion:vortex-file-compressed	75461031	75362023	1.00
clickbench_q11/datafusion:vortex-file-compressed	87016458	92539381	0.94
clickbench_q12/datafusion:vortex-file-compressed	266244284	261634234	1.02
clickbench_q13/datafusion:vortex-file-compressed	408263152	416856524	0.98
clickbench_q14/datafusion:vortex-file-compressed	252825891	261846735	0.97
clickbench_q15/datafusion:vortex-file-compressed	325284233	327980986	0.99
clickbench_q16/datafusion:vortex-file-compressed	647673341	647884007	1.00
clickbench_q17/datafusion:vortex-file-compressed	634281907	645403177	0.98
clickbench_q18/datafusion:vortex-file-compressed	1283937779	1310088980	0.98
clickbench_q19/datafusion:vortex-file-compressed 🚨	36270166	30142998	1.20
clickbench_q20/datafusion:vortex-file-compressed	343209575	342113017	1.00
clickbench_q21/datafusion:vortex-file-compressed	363872453	368952998	0.99
clickbench_q22/datafusion:vortex-file-compressed	441939146	457753534	0.97
clickbench_q23/datafusion:vortex-file-compressed	664632424	676050756	0.98
clickbench_q24/datafusion:vortex-file-compressed	46512365	48722633	0.95
clickbench_q25/datafusion:vortex-file-compressed	69342332	71810564	0.97
clickbench_q26/datafusion:vortex-file-compressed	46452373	47265040	0.98
clickbench_q27/datafusion:vortex-file-compressed	730648336	729685970	1.00
clickbench_q28/datafusion:vortex-file-compressed	6849183710	6870266429	1.00
clickbench_q29/datafusion:vortex-file-compressed	247029645	242613026	1.02
clickbench_q30/datafusion:vortex-file-compressed	220243558	225884684	0.98
clickbench_q31/datafusion:vortex-file-compressed	254433350	266689917	0.95
clickbench_q32/datafusion:vortex-file-compressed	1093393661	1145368683	0.95
clickbench_q33/datafusion:vortex-file-compressed	1262223565	1321642790	0.96
clickbench_q34/datafusion:vortex-file-compressed	1276879614	1298136869	0.98
clickbench_q35/datafusion:vortex-file-compressed	441106317	450823656	0.98
clickbench_q36/datafusion:vortex-file-compressed	70192991	73132817	0.96
clickbench_q37/datafusion:vortex-file-compressed	34409676	35847122	0.96
clickbench_q38/datafusion:vortex-file-compressed	18526832	19277026	0.96
clickbench_q39/datafusion:vortex-file-compressed	129378315	133264535	0.97
clickbench_q40/datafusion:vortex-file-compressed	15925900	16399969	0.97
clickbench_q41/datafusion:vortex-file-compressed	14753603	15748664	0.94
clickbench_q42/datafusion:vortex-file-compressed	16838865	17681517	0.95

datafusion / parquet (0.982x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1543575	1549307	1.00
clickbench_q01/datafusion:parquet	18994216	20387335	0.93
clickbench_q02/datafusion:parquet	46165205	48717827	0.95
clickbench_q03/datafusion:parquet	38598819	37281195	1.04
clickbench_q04/datafusion:parquet	292494378	300002685	0.97
clickbench_q05/datafusion:parquet	356031165	349581787	1.02
clickbench_q06/datafusion:parquet	1573233	1585059	0.99
clickbench_q07/datafusion:parquet	22558322	22034714	1.02
clickbench_q08/datafusion:parquet	362398071	366993117	0.99
clickbench_q09/datafusion:parquet	607523706	616937108	0.98
clickbench_q10/datafusion:parquet	110597891	112572885	0.98
clickbench_q11/datafusion:parquet	137986791	135908990	1.02
clickbench_q12/datafusion:parquet	345482732	345647674	1.00
clickbench_q13/datafusion:parquet	491292794	505877011	0.97
clickbench_q14/datafusion:parquet	352446019	346513744	1.02
clickbench_q15/datafusion:parquet	332474290	337703302	0.98
clickbench_q16/datafusion:parquet	657728298	664386334	0.99
clickbench_q17/datafusion:parquet	645778311	663741069	0.97
clickbench_q18/datafusion:parquet	1298144469	1354438060	0.96
clickbench_q19/datafusion:parquet	29259568	29904574	0.98
clickbench_q20/datafusion:parquet	592057401	609448805	0.97
clickbench_q21/datafusion:parquet	661810570	670645201	0.99
clickbench_q22/datafusion:parquet	981437729	993856458	0.99
clickbench_q23/datafusion:parquet	3750850914	3751379875	1.00
clickbench_q24/datafusion:parquet	84740260	90332682	0.94
clickbench_q25/datafusion:parquet	137020695	138273493	0.99
clickbench_q26/datafusion:parquet	84111597	85901672	0.98
clickbench_q27/datafusion:parquet	1050763154	1077700153	0.98
clickbench_q28/datafusion:parquet	6700123141	6773764837	0.99
clickbench_q29/datafusion:parquet	240540220	240943671	1.00
clickbench_q30/datafusion:parquet	331997952	342638362	0.97
clickbench_q31/datafusion:parquet	372425939	372477975	1.00
clickbench_q32/datafusion:parquet	1186427775	1225728645	0.97
clickbench_q33/datafusion:parquet	1461235602	1513722729	0.97
clickbench_q34/datafusion:parquet	1454303637	1502049612	0.97
clickbench_q35/datafusion:parquet	455547280	472906484	0.96
clickbench_q36/datafusion:parquet	138677721	143675727	0.97
clickbench_q37/datafusion:parquet	57434693	57331115	1.00
clickbench_q38/datafusion:parquet	84973753	86364491	0.98
clickbench_q39/datafusion:parquet	258306856	261774295	0.99
clickbench_q40/datafusion:parquet	29747750	30601131	0.97
clickbench_q41/datafusion:parquet	27331646	28182362	0.97
clickbench_q42/datafusion:parquet	29006102	30766831	0.94

duckdb / vortex-file-compressed (0.955x ➖, 3↑ 1↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6019794	6080378	0.99
clickbench_q01/duckdb:vortex-file-compressed	12946343	13844532	0.94
clickbench_q02/duckdb:vortex-file-compressed	26108536	26500844	0.99
clickbench_q03/duckdb:vortex-file-compressed	29074596	29455755	0.99
clickbench_q04/duckdb:vortex-file-compressed	180294234	182260750	0.99
clickbench_q05/duckdb:vortex-file-compressed	170309749	173585852	0.98
clickbench_q06/duckdb:vortex-file-compressed	18007852	18737426	0.96
clickbench_q07/duckdb:vortex-file-compressed	14902162	15244386	0.98
clickbench_q08/duckdb:vortex-file-compressed	255833498	258440883	0.99
clickbench_q09/duckdb:vortex-file-compressed	334695799	335778702	1.00
clickbench_q10/duckdb:vortex-file-compressed	65261726	68768473	0.95
clickbench_q11/duckdb:vortex-file-compressed	77256031	77602011	1.00
clickbench_q12/duckdb:vortex-file-compressed	189905776	203258748	0.93
clickbench_q13/duckdb:vortex-file-compressed	399479745	409240350	0.98
clickbench_q14/duckdb:vortex-file-compressed	226209030	240851903	0.94
clickbench_q15/duckdb:vortex-file-compressed	236950021	240869799	0.98
clickbench_q16/duckdb:vortex-file-compressed	579509931	582651795	0.99
clickbench_q17/duckdb:vortex-file-compressed	480401934	474152011	1.01
clickbench_q18/duckdb:vortex-file-compressed	970432263	989161046	0.98
clickbench_q19/duckdb:vortex-file-compressed	21069795	21337621	0.99
clickbench_q20/duckdb:vortex-file-compressed	318874757	340582715	0.94
clickbench_q21/duckdb:vortex-file-compressed	368613388	361922364	1.02
clickbench_q22/duckdb:vortex-file-compressed	486979975	501991465	0.97
clickbench_q23/duckdb:vortex-file-compressed 🚀	273724421	736844746	0.37
clickbench_q24/duckdb:vortex-file-compressed	38759027	41175604	0.94
clickbench_q25/duckdb:vortex-file-compressed	83240601	77344285	1.08
clickbench_q26/duckdb:vortex-file-compressed 🚨	52206901	45374675	1.15
clickbench_q27/duckdb:vortex-file-compressed	464346634	475689948	0.98
clickbench_q28/duckdb:vortex-file-compressed	2954991412	2972398311	0.99
clickbench_q29/duckdb:vortex-file-compressed	28449765	31288931	0.91
clickbench_q30/duckdb:vortex-file-compressed	189449029	190220216	1.00
clickbench_q31/duckdb:vortex-file-compressed	277853971	283697461	0.98
clickbench_q32/duckdb:vortex-file-compressed	1132512696	1227156205	0.92
clickbench_q33/duckdb:vortex-file-compressed	1131601671	1180630616	0.96
clickbench_q34/duckdb:vortex-file-compressed	1186830909	1274331510	0.93
clickbench_q35/duckdb:vortex-file-compressed	381784816	384590071	0.99
clickbench_q36/duckdb:vortex-file-compressed	28625315	28450275	1.01
clickbench_q37/duckdb:vortex-file-compressed	22953676	21763022	1.05
clickbench_q38/duckdb:vortex-file-compressed	23248035	23253352	1.00
clickbench_q39/duckdb:vortex-file-compressed	42360834	40925035	1.04
clickbench_q40/duckdb:vortex-file-compressed 🚀	20152072	23795284	0.85
clickbench_q41/duckdb:vortex-file-compressed 🚀	19517708	21845559	0.89
clickbench_q42/duckdb:vortex-file-compressed	21770231	23499328	0.93

duckdb / parquet (0.990x ➖, 1↑ 1↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	26023571	24368929	1.07
clickbench_q01/duckdb:parquet	28023157	27476441	1.02
clickbench_q02/duckdb:parquet	48175487	48571702	0.99
clickbench_q03/duckdb:parquet	38456006	38197725	1.01
clickbench_q04/duckdb:parquet	197861014	205852538	0.96
clickbench_q05/duckdb:parquet	262843226	265629832	0.99
clickbench_q06/duckdb:parquet	45480032	45803401	0.99
clickbench_q07/duckdb:parquet	29319433	29255373	1.00
clickbench_q08/duckdb:parquet	264469973	267666710	0.99
clickbench_q09/duckdb:parquet	396596009	397739192	1.00
clickbench_q10/duckdb:parquet	80123476	79441778	1.01
clickbench_q11/duckdb:parquet	98989884	99961307	0.99
clickbench_q12/duckdb:parquet	291156092	294257894	0.99
clickbench_q13/duckdb:parquet	478500103	487099575	0.98
clickbench_q14/duckdb:parquet	322132720	329170160	0.98
clickbench_q15/duckdb:parquet	262487033	258538764	1.02
clickbench_q16/duckdb:parquet	635619867	652950139	0.97
clickbench_q17/duckdb:parquet	537343945	538199021	1.00
clickbench_q18/duckdb:parquet	1062786239	1080775765	0.98
clickbench_q19/duckdb:parquet	26191103	25895468	1.01
clickbench_q20/duckdb:parquet	427247523	426727599	1.00
clickbench_q21/duckdb:parquet	539661105	548341605	0.98
clickbench_q22/duckdb:parquet	930652109	942343026	0.99
clickbench_q23/duckdb:parquet	309671125	315940820	0.98
clickbench_q24/duckdb:parquet	67105600	68721576	0.98
clickbench_q25/duckdb:parquet	155840094	157373735	0.99
clickbench_q26/duckdb:parquet	48622740	50909086	0.96
clickbench_q27/duckdb:parquet	636510337	643497414	0.99
clickbench_q28/duckdb:parquet	4840098752	4841928119	1.00
clickbench_q29/duckdb:parquet	40732468	40367744	1.01
clickbench_q30/duckdb:parquet	300203849	304268136	0.99
clickbench_q31/duckdb:parquet	353356827	365807174	0.97
clickbench_q32/duckdb:parquet	1183654379	1200517226	0.99
clickbench_q33/duckdb:parquet	1258319753	1303698337	0.97
clickbench_q34/duckdb:parquet	1272056191	1325130825	0.96
clickbench_q35/duckdb:parquet	359755213	364117297	0.99
clickbench_q36/duckdb:parquet	46643061	48573172	0.96
clickbench_q37/duckdb:parquet	31479240	31973949	0.98
clickbench_q38/duckdb:parquet	31097978	33010305	0.94
clickbench_q39/duckdb:parquet 🚨	90918096	74483331	1.22
clickbench_q40/duckdb:parquet 🚀	16489217	19698806	0.84
clickbench_q41/duckdb:parquet	18052525	18151289	0.99
clickbench_q42/duckdb:parquet	21503144	21022669	1.02

duckdb / duckdb (0.980x ➖, 2↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18428627	17513657	1.05
clickbench_q01/duckdb:duckdb	32489153	32435535	1.00
clickbench_q02/duckdb:duckdb	44170499	45690158	0.97
clickbench_q03/duckdb:duckdb	46087287	47941055	0.96
clickbench_q04/duckdb:duckdb	188253854	188845578	1.00
clickbench_q05/duckdb:duckdb	258553209	269290875	0.96
clickbench_q06/duckdb:duckdb 🚀	29265669	35947575	0.81
clickbench_q07/duckdb:duckdb	34387483	35817798	0.96
clickbench_q08/duckdb:duckdb	247359348	250746449	0.99
clickbench_q09/duckdb:duckdb	370571592	370596894	1.00
clickbench_q10/duckdb:duckdb	97451282	98602048	0.99
clickbench_q11/duckdb:duckdb	107505257	107385706	1.00
clickbench_q12/duckdb:duckdb	235758696	238384532	0.99
clickbench_q13/duckdb:duckdb	477485495	469105154	1.02
clickbench_q14/duckdb:duckdb	276864766	276850344	1.00
clickbench_q15/duckdb:duckdb	216738100	220527129	0.98
clickbench_q16/duckdb:duckdb	635563328	658188910	0.97
clickbench_q17/duckdb:duckdb	554808985	548004680	1.01
clickbench_q18/duckdb:duckdb	1201555360	1235480827	0.97
clickbench_q19/duckdb:duckdb	34398307	34804087	0.99
clickbench_q20/duckdb:duckdb	892874675	851183023	1.05
clickbench_q21/duckdb:duckdb	1012248825	962073488	1.05
clickbench_q22/duckdb:duckdb	1040988722	1125855230	0.92
clickbench_q23/duckdb:duckdb	254194213	265643881	0.96
clickbench_q24/duckdb:duckdb	60079327	61839156	0.97
clickbench_q25/duckdb:duckdb	141419408	144126244	0.98
clickbench_q26/duckdb:duckdb	58502776	62391926	0.94
clickbench_q27/duckdb:duckdb	1025874731	962524492	1.07
clickbench_q28/duckdb:duckdb	4645270839	4665309755	1.00
clickbench_q29/duckdb:duckdb	47932655	49257220	0.97
clickbench_q30/duckdb:duckdb	266163100	265847788	1.00
clickbench_q31/duckdb:duckdb	425597999	438841485	0.97
clickbench_q32/duckdb:duckdb	1544422725	1412292213	1.09
clickbench_q33/duckdb:duckdb	1903504770	1959662270	0.97
clickbench_q34/duckdb:duckdb	2103776926	2173652674	0.97
clickbench_q35/duckdb:duckdb	278284067	281789885	0.99
clickbench_q36/duckdb:duckdb	41225892	42669458	0.97
clickbench_q37/duckdb:duckdb	31155096	31556696	0.99
clickbench_q38/duckdb:duckdb	30364273	31676421	0.96
clickbench_q39/duckdb:duckdb 🚀	63984194	71120594	0.90
clickbench_q40/duckdb:duckdb	30908701	32125771	0.96
clickbench_q41/duckdb:duckdb	29645351	30144727	0.98
clickbench_q42/duckdb:duckdb	29268384	31802068	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-5.0%	+3.1%	-7.9%	+762.5%	➖ noise
0	duckdb:duckdb	+5.2%	+3.1%	+2.0%	+286.6%	➖ noise
0	duckdb:vortex-file-compressed	-1.0%	+3.1%	-4.0%	+475.2%	➖ noise
1	datafusion:vortex-file-compressed	-2.7%	-2.5%	-0.2%	+23.5%	➖ noise
1	duckdb:duckdb	+0.2%	-2.5%	+2.8%	+58.5%	➖ noise
1	duckdb:vortex-file-compressed	-6.5%	-2.5%	-4.1%	+22.6%	➖ noise
2	datafusion:vortex-file-compressed	-3.5%	-3.1%	-0.5%	+14.7%	➖ noise
2	duckdb:duckdb	-3.3%	-3.1%	-0.3%	+21.8%	➖ noise
2	duckdb:vortex-file-compressed	-1.5%	-3.1%	+1.6%	+11.1%	➖ noise
3	datafusion:vortex-file-compressed	-8.0%	+2.1%	-9.9%	+137.2%	➖ noise
3	duckdb:duckdb	-3.9%	+2.1%	-5.8%	+43.3%	➖ noise
3	duckdb:vortex-file-compressed	-1.3%	+2.1%	-3.3%	+41.2%	➖ noise
4	datafusion:vortex-file-compressed	-2.8%	-3.2%	+0.4%	+10.0%	➖ noise
4	duckdb:duckdb	-0.3%	-3.2%	+3.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.1%	-3.2%	+2.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-6.1%	+0.4%	-6.5%	+10.0%	➖ noise
5	duckdb:duckdb	-4.0%	+0.4%	-4.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.9%	+0.4%	-2.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+4.2%	-0.7%	+4.9%	+42.2%	➖ noise
6	duckdb:duckdb	-18.6%	-0.7%	-18.0%	+28.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.9%	-0.7%	-3.2%	+22.1%	➖ noise
7	datafusion:vortex-file-compressed	+2.8%	+1.3%	+1.4%	+14.4%	➖ noise
7	duckdb:duckdb	-4.0%	+1.3%	-5.2%	+11.5%	➖ noise
7	duckdb:vortex-file-compressed	-2.2%	+1.3%	-3.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-2.5%	-1.2%	-1.3%	+10.0%	➖ noise
8	duckdb:duckdb	-1.4%	-1.2%	-0.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.0%	-1.2%	+0.2%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-5.5%	-0.9%	-4.6%	+10.0%	➖ noise
9	duckdb:duckdb	-0.0%	-0.9%	+0.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.3%	-0.9%	+0.6%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+0.1%	-0.5%	+0.6%	+10.0%	➖ noise
10	duckdb:duckdb	-1.2%	-0.5%	-0.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-5.1%	-0.5%	-4.7%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-6.0%	+0.3%	-6.2%	+10.0%	➖ noise
11	duckdb:duckdb	+0.1%	+0.3%	-0.2%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-0.4%	+0.3%	-0.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+1.8%	-0.6%	+2.3%	+10.0%	➖ noise
12	duckdb:duckdb	-1.1%	-0.6%	-0.6%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-6.6%	-0.6%	-6.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-2.1%	-2.3%	+0.3%	+10.0%	➖ noise
13	duckdb:duckdb	+1.8%	-2.3%	+4.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.4%	-2.3%	-0.1%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-3.4%	-0.2%	-3.2%	+10.0%	➖ noise
14	duckdb:duckdb	+0.0%	-0.2%	+0.2%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-6.1%	-0.2%	-5.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.8%	-0.0%	-0.8%	+10.0%	➖ noise
15	duckdb:duckdb	-1.7%	-0.0%	-1.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.6%	-0.0%	-1.6%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-0.0%	-1.8%	+1.8%	+10.0%	➖ noise
16	duckdb:duckdb	-3.4%	-1.8%	-1.6%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.5%	-1.8%	+1.3%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.7%	-1.4%	-0.3%	+10.0%	➖ noise
17	duckdb:duckdb	+1.2%	-1.4%	+2.7%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+1.3%	-1.4%	+2.8%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.0%	-2.9%	+0.9%	+10.0%	➖ noise
18	duckdb:duckdb	-2.7%	-2.9%	+0.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.9%	-2.9%	+1.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+20.3%	-0.5%	+21.0%	+25.3%	➖ noise
19	duckdb:duckdb	-1.2%	-0.5%	-0.6%	+14.3%	➖ noise
19	duckdb:vortex-file-compressed	-1.3%	-0.5%	-0.7%	+14.6%	➖ noise
20	datafusion:vortex-file-compressed	+0.3%	-1.4%	+1.7%	+205.5%	➖ noise
20	duckdb:duckdb	+4.9%	-1.4%	+6.4%	+33.1%	➖ noise
20	duckdb:vortex-file-compressed	-6.4%	-1.4%	-5.1%	+43.5%	➖ noise
21	datafusion:vortex-file-compressed	-1.4%	-1.5%	+0.1%	+10.0%	➖ noise
21	duckdb:duckdb	+5.2%	-1.5%	+6.8%	+10.5%	➖ noise
21	duckdb:vortex-file-compressed	+1.8%	-1.5%	+3.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-3.5%	-1.2%	-2.2%	+14.7%	➖ noise
22	duckdb:duckdb	-7.5%	-1.2%	-6.4%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-3.0%	-1.2%	-1.8%	+17.8%	➖ noise
23	datafusion:vortex-file-compressed	-1.7%	-1.0%	-0.7%	+48.1%	➖ noise
23	duckdb:duckdb	-4.3%	-1.0%	-3.3%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-62.9%	-1.0%	-62.5%	+48.7%	✅ faster
24	datafusion:vortex-file-compressed	-4.5%	-4.3%	-0.3%	+11.3%	➖ noise
24	duckdb:duckdb	-2.8%	-4.3%	+1.5%	+10.8%	➖ noise
24	duckdb:vortex-file-compressed	-5.9%	-4.3%	-1.6%	+23.2%	➖ noise
25	datafusion:vortex-file-compressed	-3.4%	-0.9%	-2.5%	+10.0%	➖ noise
25	duckdb:duckdb	-1.9%	-0.9%	-0.9%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+7.6%	-0.9%	+8.6%	+11.2%	➖ noise
26	datafusion:vortex-file-compressed	-1.7%	-3.3%	+1.6%	+10.2%	➖ noise
26	duckdb:duckdb	-6.2%	-3.3%	-3.0%	+14.0%	➖ noise
26	duckdb:vortex-file-compressed	+15.1%	-3.3%	+19.0%	+27.4%	➖ noise
27	datafusion:vortex-file-compressed	+0.1%	-1.8%	+2.0%	+10.0%	➖ noise
27	duckdb:duckdb	+6.6%	-1.8%	+8.5%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-2.4%	-1.8%	-0.6%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-0.3%	-0.6%	+0.3%	+10.0%	➖ noise
28	duckdb:duckdb	-0.4%	-0.6%	+0.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.6%	-0.6%	-0.0%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+1.8%	+0.4%	+1.4%	+10.3%	➖ noise
29	duckdb:duckdb	-2.7%	+0.4%	-3.0%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-9.1%	+0.4%	-9.4%	+14.7%	➖ noise
30	datafusion:vortex-file-compressed	-2.5%	-2.2%	-0.3%	+10.0%	➖ noise
30	duckdb:duckdb	+0.1%	-2.2%	+2.4%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-0.4%	-2.2%	+1.9%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-4.6%	-1.7%	-2.9%	+10.0%	➖ noise
31	duckdb:duckdb	-3.0%	-1.7%	-1.3%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-2.1%	-1.7%	-0.3%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-4.5%	-2.3%	-2.3%	+10.0%	➖ noise
32	duckdb:duckdb	+9.4%	-2.3%	+11.9%	+10.0%	🚨 regression
32	duckdb:vortex-file-compressed	-7.7%	-2.3%	-5.5%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-4.5%	-3.5%	-1.1%	+10.0%	➖ noise
33	duckdb:duckdb	-2.9%	-3.5%	+0.6%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-4.2%	-3.5%	-0.7%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-1.6%	-3.6%	+2.0%	+10.0%	➖ noise
34	duckdb:duckdb	-3.2%	-3.6%	+0.4%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-6.9%	-3.6%	-3.4%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-2.2%	-2.4%	+0.3%	+10.0%	➖ noise
35	duckdb:duckdb	-1.2%	-2.4%	+1.2%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-0.7%	-2.4%	+1.8%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-4.0%	-3.7%	-0.3%	+10.0%	➖ noise
36	duckdb:duckdb	-3.4%	-3.7%	+0.4%	+10.8%	➖ noise
36	duckdb:vortex-file-compressed	+0.6%	-3.7%	+4.5%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-4.0%	-0.7%	-3.3%	+10.0%	➖ noise
37	duckdb:duckdb	-1.3%	-0.7%	-0.6%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+5.5%	-0.7%	+6.2%	+11.9%	➖ noise
38	datafusion:vortex-file-compressed	-3.9%	-3.7%	-0.2%	+12.6%	➖ noise
38	duckdb:duckdb	-4.1%	-3.7%	-0.4%	+10.6%	➖ noise
38	duckdb:vortex-file-compressed	-0.0%	-3.7%	+3.8%	+10.3%	➖ noise
39	datafusion:vortex-file-compressed	-2.9%	+9.7%	-11.5%	+10.0%	✅ faster
39	duckdb:duckdb	-10.0%	+9.7%	-18.0%	+15.5%	✅ faster
39	duckdb:vortex-file-compressed	+3.5%	+9.7%	-5.7%	+14.2%	➖ noise
40	datafusion:vortex-file-compressed	-2.9%	-9.8%	+7.7%	+12.2%	➖ noise
40	duckdb:duckdb	-3.8%	-9.8%	+6.7%	+12.0%	➖ noise
40	duckdb:vortex-file-compressed	-15.3%	-9.8%	-6.1%	+11.8%	➖ noise
41	datafusion:vortex-file-compressed	-6.3%	-1.8%	-4.6%	+10.0%	➖ noise
41	duckdb:duckdb	-1.7%	-1.8%	+0.1%	+12.1%	➖ noise
41	duckdb:vortex-file-compressed	-10.7%	-1.8%	-9.0%	+11.3%	➖ noise
42	datafusion:vortex-file-compressed	-4.8%	-1.8%	-3.0%	+10.0%	➖ noise
42	duckdb:duckdb	-8.0%	-1.8%	-6.3%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-7.4%	-1.8%	-5.7%	+12.5%	➖ noise

github-actions · 2026-04-24T17:32:55Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.1%
Vortex (geomean): 0.980x ➖
Parquet (geomean): 0.992x ➖
Shifts: Parquet (control) -0.8% · Median polish -1.5%

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	392380866	401912416	0.98
tpch_q02/datafusion:vortex-file-compressed	106636721	107620260	0.99
tpch_q03/datafusion:vortex-file-compressed	214047645	218861528	0.98
tpch_q04/datafusion:vortex-file-compressed	114928251	115481883	1.00
tpch_q05/datafusion:vortex-file-compressed	367069926	374429425	0.98
tpch_q06/datafusion:vortex-file-compressed	45348121	46091780	0.98
tpch_q07/datafusion:vortex-file-compressed	498630984	508896921	0.98
tpch_q08/datafusion:vortex-file-compressed	351679750	362704849	0.97
tpch_q09/datafusion:vortex-file-compressed	620181764	643783723	0.96
tpch_q10/datafusion:vortex-file-compressed	230144280	234671341	0.98
tpch_q11/datafusion:vortex-file-compressed	80824120	84036190	0.96
tpch_q12/datafusion:vortex-file-compressed	120989467	126055278	0.96
tpch_q13/datafusion:vortex-file-compressed	213938647	217222665	0.98
tpch_q14/datafusion:vortex-file-compressed	56885182	58580863	0.97
tpch_q15/datafusion:vortex-file-compressed	106948552	110412010	0.97
tpch_q16/datafusion:vortex-file-compressed	74450315	76884961	0.97
tpch_q17/datafusion:vortex-file-compressed	624288318	645406022	0.97
tpch_q18/datafusion:vortex-file-compressed	824266440	845490232	0.97
tpch_q19/datafusion:vortex-file-compressed	90122681	95095980	0.95
tpch_q20/datafusion:vortex-file-compressed	168015956	171553812	0.98
tpch_q21/datafusion:vortex-file-compressed	641398541	656441820	0.98
tpch_q22/datafusion:vortex-file-compressed	64050872	66875076	0.96

datafusion / vortex-compact (0.981x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	441970999	442454724	1.00
tpch_q02/datafusion:vortex-compact	109620274	110958927	0.99
tpch_q03/datafusion:vortex-compact	215354495	220686917	0.98
tpch_q04/datafusion:vortex-compact	121490155	125768175	0.97
tpch_q05/datafusion:vortex-compact	370064333	385590730	0.96
tpch_q06/datafusion:vortex-compact	66219312	66573405	0.99
tpch_q07/datafusion:vortex-compact	516937332	525125961	0.98
tpch_q08/datafusion:vortex-compact	352901460	364704117	0.97
tpch_q09/datafusion:vortex-compact	632416904	644447817	0.98
tpch_q10/datafusion:vortex-compact	246497347	252539980	0.98
tpch_q11/datafusion:vortex-compact	83378047	85172081	0.98
tpch_q12/datafusion:vortex-compact	165538332	169141215	0.98
tpch_q13/datafusion:vortex-compact	262473501	268414254	0.98
tpch_q14/datafusion:vortex-compact	74850157	75520565	0.99
tpch_q15/datafusion:vortex-compact	161482514	165847054	0.97
tpch_q16/datafusion:vortex-compact	79612738	80972940	0.98
tpch_q17/datafusion:vortex-compact	630131328	635424207	0.99
tpch_q18/datafusion:vortex-compact	833894891	854677513	0.98
tpch_q19/datafusion:vortex-compact	132966765	135679510	0.98
tpch_q20/datafusion:vortex-compact	191771416	191633518	1.00
tpch_q21/datafusion:vortex-compact	651181011	657212532	0.99
tpch_q22/datafusion:vortex-compact	71796581	74159197	0.97

datafusion / parquet (0.989x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	467590887	459386841	1.02
tpch_q02/datafusion:parquet	169935881	175412221	0.97
tpch_q03/datafusion:parquet	285577997	290839587	0.98
tpch_q04/datafusion:parquet	129157127	132141077	0.98
tpch_q05/datafusion:parquet	439714061	447377979	0.98
tpch_q06/datafusion:parquet	131867470	128657858	1.02
tpch_q07/datafusion:parquet	611552393	621266865	0.98
tpch_q08/datafusion:parquet	468670577	472617724	0.99
tpch_q09/datafusion:parquet	739393585	751759821	0.98
tpch_q10/datafusion:parquet	496735478	510348979	0.97
tpch_q11/datafusion:parquet	121707660	123072109	0.99
tpch_q12/datafusion:parquet	210861486	214804156	0.98
tpch_q13/datafusion:parquet	329006353	344755113	0.95
tpch_q14/datafusion:parquet	162470459	164423025	0.99
tpch_q15/datafusion:parquet	258833155	262606334	0.99
tpch_q16/datafusion:parquet	127343588	129606964	0.98
tpch_q17/datafusion:parquet	683338378	687048241	0.99
tpch_q18/datafusion:parquet	860537940	875769081	0.98
tpch_q19/datafusion:parquet	289692905	279529743	1.04
tpch_q20/datafusion:parquet	296325393	298312883	0.99
tpch_q21/datafusion:parquet	699114080	716190215	0.98
tpch_q22/datafusion:parquet	212235188	210898931	1.01

datafusion / arrow (0.980x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	589063122	602198986	0.98
tpch_q02/datafusion:arrow	158587750	158966596	1.00
tpch_q03/datafusion:arrow	459969029	472770531	0.97
tpch_q04/datafusion:arrow	332047196	353632326	0.94
tpch_q05/datafusion:arrow	919033871	930047907	0.99
tpch_q06/datafusion:arrow	278312360	291554803	0.95
tpch_q07/datafusion:arrow	1145133352	1162195061	0.99
tpch_q08/datafusion:arrow	1113654771	1142963768	0.97
tpch_q09/datafusion:arrow	1312219726	1333084247	0.98
tpch_q10/datafusion:arrow	575278625	603018844	0.95
tpch_q11/datafusion:arrow	135586515	138258695	0.98
tpch_q12/datafusion:arrow	757581708	743859090	1.02
tpch_q13/datafusion:arrow	500644207	492058486	1.02
tpch_q14/datafusion:arrow	314742847	323050520	0.97
tpch_q15/datafusion:arrow	690944838	709559364	0.97
tpch_q16/datafusion:arrow	101656136	103157530	0.99
tpch_q17/datafusion:arrow	1288820843	1325437296	0.97
tpch_q18/datafusion:arrow	1858273814	1895263834	0.98
tpch_q19/datafusion:arrow	474581087	487087016	0.97
tpch_q20/datafusion:arrow	476136653	490541007	0.97
tpch_q21/datafusion:arrow	2979119592	3011447132	0.99
tpch_q22/datafusion:arrow	125837317	125923189	1.00

duckdb / vortex-file-compressed (0.978x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	170142737	171833448	0.99
tpch_q02/duckdb:vortex-file-compressed	52419647	52004941	1.01
tpch_q03/duckdb:vortex-file-compressed	129121698	131087114	0.99
tpch_q04/duckdb:vortex-file-compressed	152012629	155102813	0.98
tpch_q05/duckdb:vortex-file-compressed	126904563	129375522	0.98
tpch_q06/duckdb:vortex-file-compressed	46479452	48746827	0.95
tpch_q07/duckdb:vortex-file-compressed	142564119	149407130	0.95
tpch_q08/duckdb:vortex-file-compressed	169849608	173513979	0.98
tpch_q09/duckdb:vortex-file-compressed	320537378	327503331	0.98
tpch_q10/duckdb:vortex-file-compressed	144307227	146897490	0.98
tpch_q11/duckdb:vortex-file-compressed	32247369	32780162	0.98
tpch_q12/duckdb:vortex-file-compressed	94875062	95637066	0.99
tpch_q13/duckdb:vortex-file-compressed	224868432	230522945	0.98
tpch_q14/duckdb:vortex-file-compressed	66336757	68271817	0.97
tpch_q15/duckdb:vortex-file-compressed	85036053	88961779	0.96
tpch_q16/duckdb:vortex-file-compressed	77490114	79243380	0.98
tpch_q17/duckdb:vortex-file-compressed	97638726	99920555	0.98
tpch_q18/duckdb:vortex-file-compressed	290425296	288871023	1.01
tpch_q19/duckdb:vortex-file-compressed	83906988	85420828	0.98
tpch_q20/duckdb:vortex-file-compressed	155279744	160542484	0.97
tpch_q21/duckdb:vortex-file-compressed	564886245	581320620	0.97
tpch_q22/duckdb:vortex-file-compressed	70378949	72220090	0.97

duckdb / vortex-compact (0.989x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	230391956	228949647	1.01
tpch_q02/duckdb:vortex-compact	54656890	55642024	0.98
tpch_q03/duckdb:vortex-compact	137323225	140790172	0.98
tpch_q04/duckdb:vortex-compact	171056813	175477124	0.97
tpch_q05/duckdb:vortex-compact	144426168	146614457	0.99
tpch_q06/duckdb:vortex-compact	81701513	82343607	0.99
tpch_q07/duckdb:vortex-compact	194274834	198086174	0.98
tpch_q08/duckdb:vortex-compact	184137826	187830897	0.98
tpch_q09/duckdb:vortex-compact	353919396	351804520	1.01
tpch_q10/duckdb:vortex-compact	176295770	178049105	0.99
tpch_q11/duckdb:vortex-compact	40047077	40785005	0.98
tpch_q12/duckdb:vortex-compact	200426501	201286855	1.00
tpch_q13/duckdb:vortex-compact	274856236	277628945	0.99
tpch_q14/duckdb:vortex-compact	96307382	100966309	0.95
tpch_q15/duckdb:vortex-compact	111810378	114446384	0.98
tpch_q16/duckdb:vortex-compact	83413554	82960556	1.01
tpch_q17/duckdb:vortex-compact	112672219	113697613	0.99
tpch_q18/duckdb:vortex-compact	291434037	291023544	1.00
tpch_q19/duckdb:vortex-compact	107434493	107838408	1.00
tpch_q20/duckdb:vortex-compact	200482780	202744699	0.99
tpch_q21/duckdb:vortex-compact	605813639	614982686	0.99
tpch_q22/duckdb:vortex-compact	86485570	84993143	1.02

duckdb / parquet (0.995x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	256045602	255773175	1.00
tpch_q02/duckdb:parquet	97516496	95889281	1.02
tpch_q03/duckdb:parquet	207520495	208670118	0.99
tpch_q04/duckdb:parquet	133294412	131669350	1.01
tpch_q05/duckdb:parquet	212832605	218423860	0.97
tpch_q06/duckdb:parquet	64186545	67028529	0.96
tpch_q07/duckdb:parquet	179613799	180645951	0.99
tpch_q08/duckdb:parquet	248902978	252748729	0.98
tpch_q09/duckdb:parquet	471895036	465814312	1.01
tpch_q10/duckdb:parquet	608768313	610516843	1.00
tpch_q11/duckdb:parquet	56262069	60690292	0.93
tpch_q12/duckdb:parquet	123765346	123593542	1.00
tpch_q13/duckdb:parquet	449628495	447001988	1.01
tpch_q14/duckdb:parquet	175622558	172544636	1.02
tpch_q15/duckdb:parquet	97580232	95431167	1.02
tpch_q16/duckdb:parquet	158962413	160192316	0.99
tpch_q17/duckdb:parquet	176593061	177896361	0.99
tpch_q18/duckdb:parquet	352127425	354288123	0.99
tpch_q19/duckdb:parquet	286279877	288689190	0.99
tpch_q20/duckdb:parquet	232888119	229807945	1.01
tpch_q21/duckdb:parquet	559148795	560009157	1.00
tpch_q22/duckdb:parquet	289937254	291457061	0.99

duckdb / duckdb (0.984x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116492812	117061804	1.00
tpch_q02/duckdb:duckdb	45050861	49063297	0.92
tpch_q03/duckdb:duckdb	96934283	97736643	0.99
tpch_q04/duckdb:duckdb	130892964	134544065	0.97
tpch_q05/duckdb:duckdb	109470691	110431390	0.99
tpch_q06/duckdb:duckdb	37311981	37546104	0.99
tpch_q07/duckdb:duckdb	86749662	87856396	0.99
tpch_q08/duckdb:duckdb	110231845	112154671	0.98
tpch_q09/duckdb:duckdb	277406669	273470608	1.01
tpch_q10/duckdb:duckdb	205020715	205867080	1.00
tpch_q11/duckdb:duckdb	15215618	15883795	0.96
tpch_q12/duckdb:duckdb	84918447	85088943	1.00
tpch_q13/duckdb:duckdb	220563588	224517664	0.98
tpch_q14/duckdb:duckdb	71324854	70997141	1.00
tpch_q15/duckdb:duckdb	76373674	78289777	0.98
tpch_q16/duckdb:duckdb	73891448	74469071	0.99
tpch_q17/duckdb:duckdb	84416119	84775478	1.00
tpch_q18/duckdb:duckdb	212201786	215139127	0.99
tpch_q19/duckdb:duckdb	115572368	116532301	0.99
tpch_q20/duckdb:duckdb	110893065	112462193	0.99
tpch_q21/duckdb:duckdb	295459183	298277349	0.99
tpch_q22/duckdb:duckdb	66762583	69757172	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-2.2%	+0.9%	-3.1%	+10.0%	➖ noise
1	datafusion:vortex-compact	-0.1%	+0.9%	-1.0%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-2.4%	+0.9%	-3.3%	+10.5%	➖ noise
1	duckdb:duckdb	-0.5%	+0.9%	-1.4%	+10.0%	➖ noise
1	duckdb:vortex-compact	+0.6%	+0.9%	-0.3%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-1.0%	+0.9%	-1.9%	+10.0%	➖ noise
2	datafusion:arrow	-0.2%	-0.7%	+0.5%	+10.0%	➖ noise
2	datafusion:vortex-compact	-1.2%	-0.7%	-0.5%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.9%	-0.7%	-0.2%	+10.0%	➖ noise
2	duckdb:duckdb	-8.2%	-0.7%	-7.5%	+10.0%	➖ noise
2	duckdb:vortex-compact	-1.8%	-0.7%	-1.0%	+15.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.8%	-0.7%	+1.6%	+10.0%	➖ noise
3	datafusion:arrow	-2.7%	-1.2%	-1.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	-2.4%	-1.2%	-1.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-2.2%	-1.2%	-1.0%	+10.0%	➖ noise
3	duckdb:duckdb	-0.8%	-1.2%	+0.4%	+10.0%	➖ noise
3	duckdb:vortex-compact	-2.5%	-1.2%	-1.3%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.5%	-1.2%	-0.3%	+10.0%	➖ noise
4	datafusion:arrow	-6.1%	-0.5%	-5.6%	+10.0%	➖ noise
4	datafusion:vortex-compact	-3.4%	-0.5%	-2.9%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.5%	-0.5%	+0.0%	+10.0%	➖ noise
4	duckdb:duckdb	-2.7%	-0.5%	-2.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.5%	-0.5%	-2.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.0%	-0.5%	-1.5%	+10.0%	➖ noise
5	datafusion:arrow	-1.2%	-2.1%	+1.0%	+10.0%	➖ noise
5	datafusion:vortex-compact	-4.0%	-2.1%	-1.9%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.0%	-2.1%	+0.2%	+10.0%	➖ noise
5	duckdb:duckdb	-0.9%	-2.1%	+1.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	-1.5%	-2.1%	+0.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.9%	-2.1%	+0.2%	+10.0%	➖ noise
6	datafusion:arrow	-4.5%	-0.9%	-3.6%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.5%	-0.9%	+0.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.6%	-0.9%	-0.7%	+10.0%	➖ noise
6	duckdb:duckdb	-0.6%	-0.9%	+0.3%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.8%	-0.9%	+0.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.7%	-0.9%	-3.8%	+10.0%	➖ noise
7	datafusion:arrow	-1.5%	-1.1%	-0.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.6%	-1.1%	-0.5%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-2.0%	-1.1%	-1.0%	+10.0%	➖ noise
7	duckdb:duckdb	-1.3%	-1.1%	-0.2%	+10.0%	➖ noise
7	duckdb:vortex-compact	-1.9%	-1.1%	-0.9%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.6%	-1.1%	-3.5%	+10.0%	➖ noise
8	datafusion:arrow	-2.6%	-1.2%	-1.4%	+10.0%	➖ noise
8	datafusion:vortex-compact	-3.2%	-1.2%	-2.1%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-3.0%	-1.2%	-1.9%	+10.0%	➖ noise
8	duckdb:duckdb	-1.7%	-1.2%	-0.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	-2.0%	-1.2%	-0.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.1%	-1.2%	-0.9%	+10.0%	➖ noise
9	datafusion:arrow	-1.6%	-0.2%	-1.4%	+10.0%	➖ noise
9	datafusion:vortex-compact	-1.9%	-0.2%	-1.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-3.7%	-0.2%	-3.5%	+10.0%	➖ noise
9	duckdb:duckdb	+1.4%	-0.2%	+1.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.6%	-0.2%	+0.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.1%	-0.2%	-1.9%	+10.0%	➖ noise
10	datafusion:arrow	-4.6%	-1.5%	-3.2%	+10.0%	➖ noise
10	datafusion:vortex-compact	-2.4%	-1.5%	-0.9%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.9%	-1.5%	-0.5%	+10.0%	➖ noise
10	duckdb:duckdb	-0.4%	-1.5%	+1.1%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.0%	-1.5%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.8%	-1.5%	-0.3%	+10.0%	➖ noise
11	datafusion:arrow	-1.9%	-4.3%	+2.4%	+10.0%	➖ noise
11	datafusion:vortex-compact	-2.1%	-4.3%	+2.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.8%	-4.3%	+0.4%	+10.0%	➖ noise
11	duckdb:duckdb	-4.2%	-4.3%	+0.0%	+10.3%	➖ noise
11	duckdb:vortex-compact	-1.8%	-4.3%	+2.6%	+10.2%	➖ noise
11	duckdb:vortex-file-compressed	-1.6%	-4.3%	+2.7%	+10.0%	➖ noise
12	datafusion:arrow	+1.8%	-0.9%	+2.7%	+29.6%	➖ noise
12	datafusion:vortex-compact	-2.1%	-0.9%	-1.3%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-4.0%	-0.9%	-3.2%	+10.0%	➖ noise
12	duckdb:duckdb	-0.2%	-0.9%	+0.7%	+10.0%	➖ noise
12	duckdb:vortex-compact	-0.4%	-0.9%	+0.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-0.8%	-0.9%	+0.1%	+10.0%	➖ noise
13	datafusion:arrow	+1.7%	-2.0%	+3.8%	+10.0%	➖ noise
13	datafusion:vortex-compact	-2.2%	-2.0%	-0.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.5%	-2.0%	+0.5%	+10.0%	➖ noise
13	duckdb:duckdb	-1.8%	-2.0%	+0.3%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.0%	-2.0%	+1.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.5%	-2.0%	-0.4%	+10.0%	➖ noise
14	datafusion:arrow	-2.6%	+0.3%	-2.9%	+10.0%	➖ noise
14	datafusion:vortex-compact	-0.9%	+0.3%	-1.2%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-2.9%	+0.3%	-3.2%	+10.0%	➖ noise
14	duckdb:duckdb	+0.5%	+0.3%	+0.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	-4.6%	+0.3%	-4.9%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-2.8%	+0.3%	-3.1%	+10.0%	➖ noise
15	datafusion:arrow	-2.6%	+0.4%	-3.0%	+10.0%	➖ noise
15	datafusion:vortex-compact	-2.6%	+0.4%	-3.0%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-3.1%	+0.4%	-3.5%	+10.0%	➖ noise
15	duckdb:duckdb	-2.4%	+0.4%	-2.8%	+10.0%	➖ noise
15	duckdb:vortex-compact	-2.3%	+0.4%	-2.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-4.4%	+0.4%	-4.8%	+10.0%	➖ noise
16	datafusion:arrow	-1.5%	-1.3%	-0.2%	+10.0%	➖ noise
16	datafusion:vortex-compact	-1.7%	-1.3%	-0.4%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-3.2%	-1.3%	-1.9%	+10.0%	➖ noise
16	duckdb:duckdb	-0.8%	-1.3%	+0.5%	+10.0%	➖ noise
16	duckdb:vortex-compact	+0.5%	-1.3%	+1.8%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-2.2%	-1.3%	-1.0%	+10.0%	➖ noise
17	datafusion:arrow	-2.8%	-0.6%	-2.1%	+10.0%	➖ noise
17	datafusion:vortex-compact	-0.8%	-0.6%	-0.2%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-3.3%	-0.6%	-2.7%	+10.0%	➖ noise
17	duckdb:duckdb	-0.4%	-0.6%	+0.2%	+10.0%	➖ noise
17	duckdb:vortex-compact	-0.9%	-0.6%	-0.3%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.3%	-0.6%	-1.7%	+10.0%	➖ noise
18	datafusion:arrow	-2.0%	-1.2%	-0.8%	+10.0%	➖ noise
18	datafusion:vortex-compact	-2.4%	-1.2%	-1.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.5%	-1.2%	-1.3%	+10.0%	➖ noise
18	duckdb:duckdb	-1.4%	-1.2%	-0.2%	+10.0%	➖ noise
18	duckdb:vortex-compact	+0.1%	-1.2%	+1.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.5%	-1.2%	+1.7%	+10.0%	➖ noise
19	datafusion:arrow	-2.6%	+1.4%	-3.9%	+10.0%	➖ noise
19	datafusion:vortex-compact	-2.0%	+1.4%	-3.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.2%	+1.4%	-6.5%	+10.0%	➖ noise
19	duckdb:duckdb	-0.8%	+1.4%	-2.2%	+10.0%	➖ noise
19	duckdb:vortex-compact	-0.4%	+1.4%	-1.7%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.8%	+1.4%	-3.1%	+10.0%	➖ noise
20	datafusion:arrow	-2.9%	+0.3%	-3.3%	+10.0%	➖ noise
20	datafusion:vortex-compact	+0.1%	+0.3%	-0.3%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-2.1%	+0.3%	-2.4%	+10.0%	➖ noise
20	duckdb:duckdb	-1.4%	+0.3%	-1.7%	+10.0%	➖ noise
20	duckdb:vortex-compact	-1.1%	+0.3%	-1.4%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-3.3%	+0.3%	-3.6%	+10.0%	➖ noise
21	datafusion:arrow	-1.1%	-1.3%	+0.2%	+10.0%	➖ noise
21	datafusion:vortex-compact	-0.9%	-1.3%	+0.4%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-2.3%	-1.3%	-1.0%	+10.0%	➖ noise
21	duckdb:duckdb	-0.9%	-1.3%	+0.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	-1.5%	-1.3%	-0.2%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-2.8%	-1.3%	-1.6%	+10.0%	➖ noise
22	datafusion:arrow	-0.1%	+0.1%	-0.1%	+10.0%	➖ noise
22	datafusion:vortex-compact	-3.2%	+0.1%	-3.2%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-4.2%	+0.1%	-4.3%	+10.0%	➖ noise
22	duckdb:duckdb	-4.3%	+0.1%	-4.3%	+10.0%	➖ noise
22	duckdb:vortex-compact	+1.8%	+0.1%	+1.7%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-2.5%	+0.1%	-2.6%	+10.0%	➖ noise

github-actions · 2026-04-24T17:32:57Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-04-24T17:33:07Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.4%
Vortex (geomean): 0.964x ➖
Parquet (geomean): 0.988x ➖
Shifts: Parquet (control) -1.2% · Median polish -1.3%

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11611839	12039460	0.96
statpopgen_q01/duckdb:vortex-file-compressed 🚀	20160891	28564715	0.71
statpopgen_q02/duckdb:vortex-file-compressed	1386527256	1411616026	0.98
statpopgen_q03/duckdb:vortex-file-compressed	3123036391	3173597482	0.98
statpopgen_q04/duckdb:vortex-file-compressed	3076922116	3284054319	0.94
statpopgen_q05/duckdb:vortex-file-compressed	1493109917	1488986683	1.00
statpopgen_q06/duckdb:vortex-file-compressed	2138016618	2177779384	0.98
statpopgen_q07/duckdb:vortex-file-compressed	213575069	236554522	0.90
statpopgen_q08/duckdb:vortex-file-compressed	264568962	264108395	1.00
statpopgen_q09/duckdb:vortex-file-compressed	2920787162	3040695163	0.96
statpopgen_q10/duckdb:vortex-file-compressed	4755197689	4803097405	0.99

duckdb / vortex-compact (0.986x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11510324	11711794	0.98
statpopgen_q01/duckdb:vortex-compact	163328458	167946253	0.97
statpopgen_q02/duckdb:vortex-compact	1833387489	1858254701	0.99
statpopgen_q03/duckdb:vortex-compact	3558528618	3528473034	1.01
statpopgen_q04/duckdb:vortex-compact	3513944040	3587603669	0.98
statpopgen_q05/duckdb:vortex-compact	1868746730	1871183718	1.00
statpopgen_q06/duckdb:vortex-compact	2674445057	2712447483	0.99
statpopgen_q07/duckdb:vortex-compact	883125523	911249179	0.97
statpopgen_q08/duckdb:vortex-compact	918168982	950852709	0.97
statpopgen_q09/duckdb:vortex-compact	3345116020	3336569635	1.00
statpopgen_q10/duckdb:vortex-compact	5408309203	5451107624	0.99

duckdb / parquet (0.988x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	328380997	334845238	0.98
statpopgen_q01/duckdb:parquet	414128565	418341463	0.99
statpopgen_q02/duckdb:parquet	992809042	1013809732	0.98
statpopgen_q03/duckdb:parquet	1503727128	1505096881	1.00
statpopgen_q04/duckdb:parquet	1514562842	1525577725	0.99
statpopgen_q05/duckdb:parquet	1006418959	1022917006	0.98
statpopgen_q06/duckdb:parquet	1509613221	1509688362	1.00
statpopgen_q07/duckdb:parquet	1314740731	1325244572	0.99
statpopgen_q08/duckdb:parquet	1322208605	1332197815	0.99
statpopgen_q09/duckdb:parquet	1364053139	1404469356	0.97
statpopgen_q10/duckdb:parquet	2678515748	2713280549	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-1.7%	-1.9%	+0.2%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-3.6%	-1.9%	-1.7%	+13.9%	➖ noise
1	duckdb:vortex-compact	-2.7%	-1.0%	-1.8%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-29.4%	-1.0%	-28.7%	+191.7%	➖ noise
2	duckdb:vortex-compact	-1.3%	-2.1%	+0.7%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.8%	-2.1%	+0.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	+0.9%	-0.1%	+0.9%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.6%	-0.1%	-1.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.1%	-0.7%	-1.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.3%	-0.7%	-5.6%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.1%	-1.6%	+1.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.3%	-1.6%	+1.9%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.4%	-0.0%	-1.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.8%	-0.0%	-1.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	-3.1%	-0.8%	-2.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.7%	-0.8%	-9.0%	+11.9%	➖ noise
8	duckdb:vortex-compact	-3.4%	-0.7%	-2.7%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.2%	-0.7%	+0.9%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.3%	-2.9%	+3.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-3.9%	-2.9%	-1.1%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.8%	-1.3%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.0%	-1.3%	+0.3%	+10.0%	➖ noise

github-actions · 2026-04-24T17:33:09Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-04-24T17:35:44Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.4%
Vortex (geomean): 0.959x ➖
Parquet (geomean): 0.937x ➖
Shifts: Parquet (control) -6.3% · Median polish -2.6%

datafusion / vortex-file-compressed (0.965x ➖, 1↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	273260118	273612597	1.00
tpch_q02/datafusion:vortex-file-compressed	516425860	459610921	1.12
tpch_q03/datafusion:vortex-file-compressed	465463894	433405425	1.07
tpch_q04/datafusion:vortex-file-compressed	269966426	270548354	1.00
tpch_q05/datafusion:vortex-file-compressed	451040794	616823644	0.73
tpch_q06/datafusion:vortex-file-compressed	354284796	433162557	0.82
tpch_q07/datafusion:vortex-file-compressed	446453491	445154019	1.00
tpch_q08/datafusion:vortex-file-compressed	763431339	704027531	1.08
tpch_q09/datafusion:vortex-file-compressed	566787788	485877430	1.17
tpch_q10/datafusion:vortex-file-compressed	743585938	703613241	1.06
tpch_q11/datafusion:vortex-file-compressed	352092746	303914665	1.16
tpch_q12/datafusion:vortex-file-compressed	469269481	582722499	0.81
tpch_q13/datafusion:vortex-file-compressed	186630660	179234031	1.04
tpch_q14/datafusion:vortex-file-compressed	296295083	292908753	1.01
tpch_q15/datafusion:vortex-file-compressed	491925112	553020516	0.89
tpch_q16/datafusion:vortex-file-compressed	204838044	179770267	1.14
tpch_q17/datafusion:vortex-file-compressed	333947139	407195331	0.82
tpch_q18/datafusion:vortex-file-compressed 🚀	338062910	507966692	0.67
tpch_q19/datafusion:vortex-file-compressed	447692260	468238886	0.96
tpch_q20/datafusion:vortex-file-compressed	454284951	483878420	0.94
tpch_q21/datafusion:vortex-file-compressed	587887076	586207303	1.00
tpch_q22/datafusion:vortex-file-compressed	118450216	123639625	0.96

datafusion / vortex-compact (0.857x ➖, 1↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	254748930	295652905	0.86
tpch_q02/datafusion:vortex-compact 🚀	433766997	1677556865	0.26
tpch_q03/datafusion:vortex-compact	403371301	479237243	0.84
tpch_q04/datafusion:vortex-compact	240816966	234596449	1.03
tpch_q05/datafusion:vortex-compact	367368671	415902972	0.88
tpch_q06/datafusion:vortex-compact	352292978	392435176	0.90
tpch_q07/datafusion:vortex-compact	393737442	398578161	0.99
tpch_q08/datafusion:vortex-compact	487378382	640834283	0.76
tpch_q09/datafusion:vortex-compact	399442808	442062351	0.90
tpch_q10/datafusion:vortex-compact	496622284	573096247	0.87
tpch_q11/datafusion:vortex-compact	275650735	310866477	0.89
tpch_q12/datafusion:vortex-compact	450701430	500771516	0.90
tpch_q13/datafusion:vortex-compact	120098291	138767277	0.87
tpch_q14/datafusion:vortex-compact	254180944	255031303	1.00
tpch_q15/datafusion:vortex-compact	458901203	505320499	0.91
tpch_q16/datafusion:vortex-compact	182591918	188557131	0.97
tpch_q17/datafusion:vortex-compact	368411425	378032167	0.97
tpch_q18/datafusion:vortex-compact	270612583	325312731	0.83
tpch_q19/datafusion:vortex-compact	481821656	545128770	0.88
tpch_q20/datafusion:vortex-compact	521399115	454079826	1.15
tpch_q21/datafusion:vortex-compact	534293572	577040688	0.93
tpch_q22/datafusion:vortex-compact	102223069	126243143	0.81

datafusion / parquet (0.920x ➖, 0↑ 1↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	199714457	206105517	0.97
tpch_q02/datafusion:parquet	413261673	533836620	0.77
tpch_q03/datafusion:parquet	305885158	409287553	0.75
tpch_q04/datafusion:parquet	152022696	185838840	0.82
tpch_q05/datafusion:parquet	510023816	504242080	1.01
tpch_q06/datafusion:parquet	143641664	205043117	0.70
tpch_q07/datafusion:parquet	517367422	565703992	0.91
tpch_q08/datafusion:parquet	608220367	753291758	0.81
tpch_q09/datafusion:parquet	462110354	562021700	0.82
tpch_q10/datafusion:parquet	624466373	705873199	0.88
tpch_q11/datafusion:parquet	367372619	355646216	1.03
tpch_q12/datafusion:parquet	272079871	279896652	0.97
tpch_q13/datafusion:parquet	433157439	445927818	0.97
tpch_q14/datafusion:parquet	204535247	184499698	1.11
tpch_q15/datafusion:parquet	394523010	341745987	1.15
tpch_q16/datafusion:parquet	197392810	183501500	1.08
tpch_q17/datafusion:parquet	383223278	470888091	0.81
tpch_q18/datafusion:parquet	480265114	500515219	0.96
tpch_q19/datafusion:parquet	334778316	410488630	0.82
tpch_q20/datafusion:parquet	329535145	369458492	0.89
tpch_q21/datafusion:parquet	553601743	615677784	0.90
tpch_q22/datafusion:parquet 🚨	178906207	133753641	1.34

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	302756629	264504246	1.14
tpch_q02/duckdb:vortex-file-compressed	970207975	994722196	0.98
tpch_q03/duckdb:vortex-file-compressed	636907375	690176191	0.92
tpch_q04/duckdb:vortex-file-compressed	394369970	444573270	0.89
tpch_q05/duckdb:vortex-file-compressed	959471317	1035594930	0.93
tpch_q06/duckdb:vortex-file-compressed	492477868	453998276	1.08
tpch_q07/duckdb:vortex-file-compressed	836670735	830962423	1.01
tpch_q08/duckdb:vortex-file-compressed	1019628948	986738764	1.03
tpch_q09/duckdb:vortex-file-compressed	907582980	889530302	1.02
tpch_q10/duckdb:vortex-file-compressed	777572738	765059136	1.02
tpch_q11/duckdb:vortex-file-compressed	486586540	474664471	1.03
tpch_q12/duckdb:vortex-file-compressed	520939362	510044716	1.02
tpch_q13/duckdb:vortex-file-compressed	506998116	445132314	1.14
tpch_q14/duckdb:vortex-file-compressed	483852046	486730319	0.99
tpch_q15/duckdb:vortex-file-compressed	286157764	309497840	0.92
tpch_q16/duckdb:vortex-file-compressed	392894704	409900298	0.96
tpch_q17/duckdb:vortex-file-compressed	825198357	697253830	1.18
tpch_q18/duckdb:vortex-file-compressed	593722250	549877780	1.08
tpch_q19/duckdb:vortex-file-compressed	462963351	479656638	0.97
tpch_q20/duckdb:vortex-file-compressed	807987648	855776019	0.94
tpch_q21/duckdb:vortex-file-compressed	1181022753	1030540424	1.15
tpch_q22/duckdb:vortex-file-compressed	360724696	371415951	0.97

duckdb / vortex-compact (1.011x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	302290608	305694425	0.99
tpch_q02/duckdb:vortex-compact	955014402	859727904	1.11
tpch_q03/duckdb:vortex-compact	629306684	623173630	1.01
tpch_q04/duckdb:vortex-compact	353721760	341379162	1.04
tpch_q05/duckdb:vortex-compact	902266883	884478477	1.02
tpch_q06/duckdb:vortex-compact	405528808	404058669	1.00
tpch_q07/duckdb:vortex-compact	840594823	950724715	0.88
tpch_q08/duckdb:vortex-compact	1079237090	1000326226	1.08
tpch_q09/duckdb:vortex-compact	961855761	901372711	1.07
tpch_q10/duckdb:vortex-compact	737738676	713666286	1.03
tpch_q11/duckdb:vortex-compact	523208469	497035577	1.05
tpch_q12/duckdb:vortex-compact	461913258	474254912	0.97
tpch_q13/duckdb:vortex-compact	435520255	487618528	0.89
tpch_q14/duckdb:vortex-compact	514318929	499299131	1.03
tpch_q15/duckdb:vortex-compact	307465462	328453026	0.94
tpch_q16/duckdb:vortex-compact	389215474	385372925	1.01
tpch_q17/duckdb:vortex-compact	649380873	664723655	0.98
tpch_q18/duckdb:vortex-compact	504664836	515609919	0.98
tpch_q19/duckdb:vortex-compact	443201487	456140295	0.97
tpch_q20/duckdb:vortex-compact	811882526	801074374	1.01
tpch_q21/duckdb:vortex-compact	1158380151	1083956942	1.07
tpch_q22/duckdb:vortex-compact	383319995	331972989	1.15

duckdb / parquet (0.955x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	444336432	452331111	0.98
tpch_q02/duckdb:parquet	1199147199	1278606115	0.94
tpch_q03/duckdb:parquet	1000231578	1064315028	0.94
tpch_q04/duckdb:parquet	620683245	640875372	0.97
tpch_q05/duckdb:parquet	1447948414	1595351332	0.91
tpch_q06/duckdb:parquet	448444056	492339471	0.91
tpch_q07/duckdb:parquet	1252734839	1457062643	0.86
tpch_q08/duckdb:parquet	1729850942	1784126743	0.97
tpch_q09/duckdb:parquet	1454253261	1455708977	1.00
tpch_q10/duckdb:parquet	1215658092	1319926975	0.92
tpch_q11/duckdb:parquet	864445376	881640888	0.98
tpch_q12/duckdb:parquet	656359751	688894097	0.95
tpch_q13/duckdb:parquet	887680196	906584113	0.98
tpch_q14/duckdb:parquet	638196408	652626980	0.98
tpch_q15/duckdb:parquet	497609622	526223606	0.95
tpch_q16/duckdb:parquet	609572550	605403986	1.01
tpch_q17/duckdb:parquet	770585099	753393063	1.02
tpch_q18/duckdb:parquet	865297644	900581752	0.96
tpch_q19/duckdb:parquet	736613286	775815397	0.95
tpch_q20/duckdb:parquet	1096537236	1141584323	0.96
tpch_q21/duckdb:parquet	1093110800	1174938096	0.93
tpch_q22/duckdb:parquet	530206120	552369760	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-13.8%	-2.4%	-11.7%	+80.8%	➖ noise
1	datafusion:vortex-file-compressed	-0.1%	-2.4%	+2.4%	+65.1%	➖ noise
1	duckdb:vortex-compact	-1.1%	-2.4%	+1.4%	+57.1%	➖ noise
1	duckdb:vortex-file-compressed	+14.5%	-2.4%	+17.3%	+40.8%	➖ noise
2	datafusion:vortex-compact	-74.1%	-14.8%	-69.7%	+131.1%	✅ faster
2	datafusion:vortex-file-compressed	+12.4%	-14.8%	+31.9%	+33.6%	➖ noise
2	duckdb:vortex-compact	+11.1%	-14.8%	+30.4%	+30.0%	🚨 regression
2	duckdb:vortex-file-compressed	-2.5%	-14.8%	+14.5%	+30.0%	➖ noise
3	datafusion:vortex-compact	-15.8%	-16.2%	+0.4%	+125.4%	➖ noise
3	datafusion:vortex-file-compressed	+7.4%	-16.2%	+28.1%	+62.6%	➖ noise
3	duckdb:vortex-compact	+1.0%	-16.2%	+20.5%	+36.5%	➖ noise
3	duckdb:vortex-file-compressed	-7.7%	-16.2%	+10.1%	+44.5%	➖ noise
4	datafusion:vortex-compact	+2.7%	-11.0%	+15.3%	+35.9%	➖ noise
4	datafusion:vortex-file-compressed	-0.2%	-11.0%	+12.1%	+30.0%	➖ noise
4	duckdb:vortex-compact	+3.6%	-11.0%	+16.4%	+31.1%	➖ noise
4	duckdb:vortex-file-compressed	-11.3%	-11.0%	-0.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	-11.7%	-4.2%	-7.8%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-26.9%	-4.2%	-23.7%	+30.0%	✅ faster
5	duckdb:vortex-compact	+2.0%	-4.2%	+6.5%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-7.4%	-4.2%	-3.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	-10.2%	-20.1%	+12.4%	+54.9%	➖ noise
6	datafusion:vortex-file-compressed	-18.2%	-20.1%	+2.4%	+39.2%	➖ noise
6	duckdb:vortex-compact	+0.4%	-20.1%	+25.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+8.5%	-20.1%	+35.8%	+43.6%	➖ noise
7	datafusion:vortex-compact	-1.2%	-11.3%	+11.4%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+0.3%	-11.3%	+13.1%	+30.0%	➖ noise
7	duckdb:vortex-compact	-11.6%	-11.3%	-0.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.7%	-11.3%	+13.5%	+30.0%	➖ noise
8	datafusion:vortex-compact	-23.9%	-11.5%	-14.0%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+8.4%	-11.5%	+22.6%	+30.0%	➖ noise
8	duckdb:vortex-compact	+7.9%	-11.5%	+21.9%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+3.3%	-11.5%	+16.8%	+30.0%	➖ noise
9	datafusion:vortex-compact	-9.6%	-9.4%	-0.3%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+16.7%	-9.4%	+28.7%	+30.0%	➖ noise
9	duckdb:vortex-compact	+6.7%	-9.4%	+17.7%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.0%	-9.4%	+12.6%	+30.0%	➖ noise
10	datafusion:vortex-compact	-13.3%	-9.7%	-4.0%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	+5.7%	-9.7%	+17.1%	+33.1%	➖ noise
10	duckdb:vortex-compact	+3.4%	-9.7%	+14.5%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.6%	-9.7%	+12.6%	+30.0%	➖ noise
11	datafusion:vortex-compact	-11.3%	+0.6%	-11.9%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+15.9%	+0.6%	+15.1%	+30.0%	➖ noise
11	duckdb:vortex-compact	+5.3%	+0.6%	+4.6%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.5%	+0.6%	+1.9%	+30.0%	➖ noise
12	datafusion:vortex-compact	-10.0%	-3.8%	-6.5%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-19.5%	-3.8%	-16.3%	+30.0%	➖ noise
12	duckdb:vortex-compact	-2.6%	-3.8%	+1.2%	+30.7%	➖ noise
12	duckdb:vortex-file-compressed	+2.1%	-3.8%	+6.1%	+41.2%	➖ noise
13	datafusion:vortex-compact	-13.5%	-2.5%	-11.3%	+49.9%	➖ noise
13	datafusion:vortex-file-compressed	+4.1%	-2.5%	+6.8%	+50.0%	➖ noise
13	duckdb:vortex-compact	-10.7%	-2.5%	-8.4%	+33.6%	➖ noise
13	duckdb:vortex-file-compressed	+13.9%	-2.5%	+16.8%	+30.0%	➖ noise
14	datafusion:vortex-compact	-0.3%	+4.1%	-4.3%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.2%	+4.1%	-2.8%	+30.0%	➖ noise
14	duckdb:vortex-compact	+3.0%	+4.1%	-1.1%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.6%	+4.1%	-4.5%	+30.0%	➖ noise
15	datafusion:vortex-compact	-9.2%	+4.5%	-13.1%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-11.0%	+4.5%	-14.9%	+30.0%	➖ noise
15	duckdb:vortex-compact	-6.4%	+4.5%	-10.4%	+52.7%	➖ noise
15	duckdb:vortex-file-compressed	-7.5%	+4.5%	-11.5%	+30.0%	➖ noise
16	datafusion:vortex-compact	-3.2%	+4.1%	-7.0%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	+13.9%	+4.1%	+9.5%	+30.0%	➖ noise
16	duckdb:vortex-compact	+1.0%	+4.1%	-3.0%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-4.1%	+4.1%	-7.9%	+30.0%	➖ noise
17	datafusion:vortex-compact	-2.5%	-8.8%	+6.8%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-18.0%	-8.8%	-10.1%	+30.0%	➖ noise
17	duckdb:vortex-compact	-2.3%	-8.8%	+7.1%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+18.3%	-8.8%	+29.7%	+30.0%	➖ noise
18	datafusion:vortex-compact	-16.8%	-4.0%	-13.4%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-33.4%	-4.0%	-30.7%	+39.4%	✅ faster
18	duckdb:vortex-compact	-2.1%	-4.0%	+1.9%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+8.0%	-4.0%	+12.5%	+30.0%	➖ noise
19	datafusion:vortex-compact	-11.6%	-12.0%	+0.4%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-4.4%	-12.0%	+8.7%	+30.0%	➖ noise
19	duckdb:vortex-compact	-2.8%	-12.0%	+10.4%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-3.5%	-12.0%	+9.7%	+30.0%	➖ noise
20	datafusion:vortex-compact	+14.8%	-7.4%	+24.1%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-6.1%	-7.4%	+1.4%	+30.0%	➖ noise
20	duckdb:vortex-compact	+1.3%	-7.4%	+9.5%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-5.6%	-7.4%	+2.0%	+30.0%	➖ noise
21	datafusion:vortex-compact	-7.4%	-8.5%	+1.2%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+0.3%	-8.5%	+9.6%	+30.0%	➖ noise
21	duckdb:vortex-compact	+6.9%	-8.5%	+16.8%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+14.6%	-8.5%	+25.3%	+30.0%	➖ noise
22	datafusion:vortex-compact	-19.0%	+13.3%	-28.5%	+39.2%	✅ faster
22	datafusion:vortex-file-compressed	-4.2%	+13.3%	-15.5%	+30.0%	➖ noise
22	duckdb:vortex-compact	+15.5%	+13.3%	+1.9%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-2.9%	+13.3%	-14.3%	+30.0%	➖ noise

github-actions · 2026-04-24T17:48:25Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +5.3%
Vortex (geomean): 1.018x ➖
Parquet (geomean): 0.967x ➖
Shifts: Parquet (control) -3.3% · Median polish +1.7%

datafusion / vortex-file-compressed (0.937x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	683205675	705990161	0.97
tpch_q02/datafusion:vortex-file-compressed	728908611	814493670	0.89
tpch_q03/datafusion:vortex-file-compressed	788684277	825446157	0.96
tpch_q04/datafusion:vortex-file-compressed	607217968	608049476	1.00
tpch_q05/datafusion:vortex-file-compressed	958073538	1040611906	0.92
tpch_q06/datafusion:vortex-file-compressed	627778919	668147594	0.94
tpch_q07/datafusion:vortex-file-compressed	1016821439	1060847847	0.96
tpch_q08/datafusion:vortex-file-compressed	1132381411	1315728283	0.86
tpch_q09/datafusion:vortex-file-compressed	1395834353	1321813823	1.06
tpch_q10/datafusion:vortex-file-compressed	950818521	1089262431	0.87
tpch_q11/datafusion:vortex-file-compressed	494007188	515965350	0.96
tpch_q12/datafusion:vortex-file-compressed	863870397	977882925	0.88
tpch_q13/datafusion:vortex-file-compressed	453975565	476687496	0.95
tpch_q14/datafusion:vortex-file-compressed	640087168	652070965	0.98
tpch_q15/datafusion:vortex-file-compressed	1448892033	1159334032	1.25
tpch_q16/datafusion:vortex-file-compressed	340765953	478065022	0.71
tpch_q17/datafusion:vortex-file-compressed	1126181654	1237110221	0.91
tpch_q18/datafusion:vortex-file-compressed	1254199009	1352211483	0.93
tpch_q19/datafusion:vortex-file-compressed	786214156	975535152	0.81
tpch_q20/datafusion:vortex-file-compressed	927185135	1076687246	0.86
tpch_q21/datafusion:vortex-file-compressed	1545063116	1702264886	0.91
tpch_q22/datafusion:vortex-file-compressed	489945756	418669279	1.17

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	696457546	781546373	0.89
tpch_q02/datafusion:vortex-compact	762979594	737731293	1.03
tpch_q03/datafusion:vortex-compact	732195891	872454092	0.84
tpch_q04/datafusion:vortex-compact	574911725	614530964	0.94
tpch_q05/datafusion:vortex-compact	943300097	908855063	1.04
tpch_q06/datafusion:vortex-compact	606865566	606120134	1.00
tpch_q07/datafusion:vortex-compact	1029611687	942118364	1.09
tpch_q08/datafusion:vortex-compact	1236235715	1042894254	1.19
tpch_q09/datafusion:vortex-compact	1185738180	1202441253	0.99
tpch_q10/datafusion:vortex-compact	913093406	900511783	1.01
tpch_q11/datafusion:vortex-compact	432167184	390576802	1.11
tpch_q12/datafusion:vortex-compact	909052660	1008783582	0.90
tpch_q13/datafusion:vortex-compact	436586035	520573604	0.84
tpch_q14/datafusion:vortex-compact	643654970	826765263	0.78
tpch_q15/datafusion:vortex-compact	1152402429	1177120405	0.98
tpch_q16/datafusion:vortex-compact	368691265	344739869	1.07
tpch_q17/datafusion:vortex-compact	1195771068	1229331341	0.97
tpch_q18/datafusion:vortex-compact	1096141851	1073177419	1.02
tpch_q19/datafusion:vortex-compact	789739368	887140415	0.89
tpch_q20/datafusion:vortex-compact	896720355	940429933	0.95
tpch_q21/datafusion:vortex-compact	1323165191	1370048430	0.97
tpch_q22/datafusion:vortex-compact	386865199	419332451	0.92

datafusion / parquet (0.891x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	644776116	758930613	0.85
tpch_q02/datafusion:parquet	777571604	893030358	0.87
tpch_q03/datafusion:parquet	970511878	1044818132	0.93
tpch_q04/datafusion:parquet	485170816	662913809	0.73
tpch_q05/datafusion:parquet	1092618701	1480716611	0.74
tpch_q06/datafusion:parquet	484287358	531680754	0.91
tpch_q07/datafusion:parquet	1193218902	1414879153	0.84
tpch_q08/datafusion:parquet	1461320332	1741496238	0.84
tpch_q09/datafusion:parquet	1638330393	1950740706	0.84
tpch_q10/datafusion:parquet	1951494095	2009129933	0.97
tpch_q11/datafusion:parquet	537365707	752511751	0.71
tpch_q12/datafusion:parquet	727393617	776039438	0.94
tpch_q13/datafusion:parquet	695430930	777396334	0.89
tpch_q14/datafusion:parquet	804342624	762000029	1.06
tpch_q15/datafusion:parquet	1179536430	1239528182	0.95
tpch_q16/datafusion:parquet	412986569	425726537	0.97
tpch_q17/datafusion:parquet	1480977155	1341510809	1.10
tpch_q18/datafusion:parquet	1441805385	1604722517	0.90
tpch_q19/datafusion:parquet	1025399820	1077818189	0.95
tpch_q20/datafusion:parquet	1188244486	1248724735	0.95
tpch_q21/datafusion:parquet	1776025125	2066299218	0.86
tpch_q22/datafusion:parquet	685915652	763662827	0.90

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

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	613107269	616688550	0.99
tpch_q02/duckdb:vortex-file-compressed	1358110105	1171377473	1.16
tpch_q03/duckdb:vortex-file-compressed	1037293825	882814096	1.17
tpch_q04/duckdb:vortex-file-compressed	650101703	605272696	1.07
tpch_q05/duckdb:vortex-file-compressed	1209035726	1072249875	1.13
tpch_q06/duckdb:vortex-file-compressed	862787309	796374638	1.08
tpch_q07/duckdb:vortex-file-compressed	1443856488	1332524940	1.08
tpch_q08/duckdb:vortex-file-compressed	1547612978	1396077334	1.11
tpch_q09/duckdb:vortex-file-compressed	1570966865	1446187500	1.09
tpch_q10/duckdb:vortex-file-compressed	1187402965	1136502158	1.04
tpch_q11/duckdb:vortex-file-compressed	720805569	610731921	1.18
tpch_q12/duckdb:vortex-file-compressed	826860377	721583110	1.15
tpch_q13/duckdb:vortex-file-compressed	981048177	907918049	1.08
tpch_q14/duckdb:vortex-file-compressed	895647885	837040645	1.07
tpch_q15/duckdb:vortex-file-compressed	580248550	511102535	1.14
tpch_q16/duckdb:vortex-file-compressed	554616797	521439466	1.06
tpch_q17/duckdb:vortex-file-compressed	1016677345	979656844	1.04
tpch_q18/duckdb:vortex-file-compressed	952516528	866208950	1.10
tpch_q19/duckdb:vortex-file-compressed	801484965	771360801	1.04
tpch_q20/duckdb:vortex-file-compressed	1328574712	1207992170	1.10
tpch_q21/duckdb:vortex-file-compressed	2039934688	1972438613	1.03
tpch_q22/duckdb:vortex-file-compressed	655812750	593284862	1.11

duckdb / vortex-compact (1.085x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	617827622	596439733	1.04
tpch_q02/duckdb:vortex-compact	1247275626	1031284472	1.21
tpch_q03/duckdb:vortex-compact	971396728	832067227	1.17
tpch_q04/duckdb:vortex-compact	539889466	479877410	1.13
tpch_q05/duckdb:vortex-compact	1080178896	1055106315	1.02
tpch_q06/duckdb:vortex-compact	803949687	749727637	1.07
tpch_q07/duckdb:vortex-compact	1094604622	1028932493	1.06
tpch_q08/duckdb:vortex-compact	1418370447	1466415297	0.97
tpch_q09/duckdb:vortex-compact	1520185444	1308081913	1.16
tpch_q10/duckdb:vortex-compact	1241806892	1163392333	1.07
tpch_q11/duckdb:vortex-compact	832595401	680000579	1.22
tpch_q12/duckdb:vortex-compact	753910353	673015377	1.12
tpch_q13/duckdb:vortex-compact	987984910	909656016	1.09
tpch_q14/duckdb:vortex-compact	857816683	816904459	1.05
tpch_q15/duckdb:vortex-compact	580654585	540948662	1.07
tpch_q16/duckdb:vortex-compact	506979433	437133217	1.16
tpch_q17/duckdb:vortex-compact	978919492	1028324373	0.95
tpch_q18/duckdb:vortex-compact	819294494	862646742	0.95
tpch_q19/duckdb:vortex-compact	787514782	722614510	1.09
tpch_q20/duckdb:vortex-compact	1239145151	1222470759	1.01
tpch_q21/duckdb:vortex-compact	1818691260	1702391851	1.07
tpch_q22/duckdb:vortex-compact	790152130	623734984	1.27

duckdb / parquet (1.050x ➖, 0↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	774572757	818182918	0.95
tpch_q02/duckdb:parquet	1550825614	1529854516	1.01
tpch_q03/duckdb:parquet	1673640268	1730618110	0.97
tpch_q04/duckdb:parquet	1043722000	1092112434	0.96
tpch_q05/duckdb:parquet	2142002975	2185587354	0.98
tpch_q06/duckdb:parquet	687255876	705980829	0.97
tpch_q07/duckdb:parquet	1910252851	1850027287	1.03
tpch_q08/duckdb:parquet	2659720877	2575618280	1.03
tpch_q09/duckdb:parquet	2595286399	2734560123	0.95
tpch_q10/duckdb:parquet	3426292013	3067853836	1.12
tpch_q11/duckdb:parquet	1041808002	1040785099	1.00
tpch_q12/duckdb:parquet	1196187323	1044243526	1.15
tpch_q13/duckdb:parquet	1265711976	1167748194	1.08
tpch_q14/duckdb:parquet	1311881009	1263984339	1.04
tpch_q15/duckdb:parquet	930125076	932028232	1.00
tpch_q16/duckdb:parquet	963465819	955416558	1.01
tpch_q17/duckdb:parquet	1458631108	1214143845	1.20
tpch_q18/duckdb:parquet	1765658362	1378170185	1.28
tpch_q19/duckdb:parquet	1840846857	1483448226	1.24
tpch_q20/duckdb:parquet	1998751805	1821676136	1.10
tpch_q21/duckdb:parquet	1786449301	1726810821	1.03
tpch_q22/duckdb:parquet	1131973354	1033975409	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-10.9%	-10.3%	-0.6%	+46.0%	➖ noise
1	datafusion:vortex-file-compressed	-3.2%	-10.3%	+7.9%	+55.2%	➖ noise
1	duckdb:vortex-compact	+3.6%	-10.3%	+15.5%	+39.9%	➖ noise
1	duckdb:vortex-file-compressed	-0.6%	-10.3%	+10.9%	+37.2%	➖ noise
2	datafusion:vortex-compact	+3.4%	-6.1%	+10.1%	+44.4%	➖ noise
2	datafusion:vortex-file-compressed	-10.5%	-6.1%	-4.7%	+43.5%	➖ noise
2	duckdb:vortex-compact	+20.9%	-6.1%	+28.7%	+38.4%	➖ noise
2	duckdb:vortex-file-compressed	+15.9%	-6.1%	+23.4%	+43.3%	➖ noise
3	datafusion:vortex-compact	-16.1%	-5.2%	-11.5%	+46.4%	➖ noise
3	datafusion:vortex-file-compressed	-4.5%	-5.2%	+0.8%	+51.9%	➖ noise
3	duckdb:vortex-compact	+16.7%	-5.2%	+23.2%	+39.2%	➖ noise
3	duckdb:vortex-file-compressed	+17.5%	-5.2%	+24.0%	+49.4%	➖ noise
4	datafusion:vortex-compact	-6.4%	-16.4%	+11.9%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.1%	-16.4%	+19.4%	+30.0%	➖ noise
4	duckdb:vortex-compact	+12.5%	-16.4%	+34.5%	+30.0%	🚨 regression
4	duckdb:vortex-file-compressed	+7.4%	-16.4%	+28.4%	+30.0%	➖ noise
5	datafusion:vortex-compact	+3.8%	-15.0%	+22.0%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-7.9%	-15.0%	+8.3%	+30.0%	➖ noise
5	duckdb:vortex-compact	+2.4%	-15.0%	+20.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+12.8%	-15.0%	+32.6%	+30.0%	🚨 regression
6	datafusion:vortex-compact	+0.1%	-5.8%	+6.3%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-6.0%	-5.8%	-0.2%	+30.0%	➖ noise
6	duckdb:vortex-compact	+7.2%	-5.8%	+13.9%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+8.3%	-5.8%	+15.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	+9.3%	-6.7%	+17.1%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-4.2%	-6.7%	+2.7%	+30.0%	➖ noise
7	duckdb:vortex-compact	+6.4%	-6.7%	+14.0%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+8.4%	-6.7%	+16.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	+18.5%	-6.9%	+27.3%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-13.9%	-6.9%	-7.5%	+30.0%	➖ noise
8	duckdb:vortex-compact	-3.3%	-6.9%	+3.9%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+10.9%	-6.9%	+19.1%	+30.0%	➖ noise
9	datafusion:vortex-compact	-1.4%	-10.7%	+10.5%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+5.6%	-10.7%	+18.3%	+30.0%	➖ noise
9	duckdb:vortex-compact	+16.2%	-10.7%	+30.2%	+30.0%	🚨 regression
9	duckdb:vortex-file-compressed	+8.6%	-10.7%	+21.7%	+30.0%	➖ noise
10	datafusion:vortex-compact	+1.4%	+4.2%	-2.6%	+36.0%	➖ noise
10	datafusion:vortex-file-compressed	-12.7%	+4.2%	-16.2%	+30.0%	➖ noise
10	duckdb:vortex-compact	+6.7%	+4.2%	+2.5%	+31.3%	➖ noise
10	duckdb:vortex-file-compressed	+4.5%	+4.2%	+0.3%	+30.0%	➖ noise
11	datafusion:vortex-compact	+10.6%	-15.5%	+30.9%	+30.0%	🚨 regression
11	datafusion:vortex-file-compressed	-4.3%	-15.5%	+13.2%	+30.0%	➖ noise
11	duckdb:vortex-compact	+22.4%	-15.5%	+44.8%	+30.0%	🚨 regression
11	duckdb:vortex-file-compressed	+18.0%	-15.5%	+39.6%	+30.0%	🚨 regression
12	datafusion:vortex-compact	-9.9%	+3.6%	-13.0%	+34.5%	➖ noise
12	datafusion:vortex-file-compressed	-11.7%	+3.6%	-14.7%	+30.0%	➖ noise
12	duckdb:vortex-compact	+12.0%	+3.6%	+8.1%	+32.5%	➖ noise
12	duckdb:vortex-file-compressed	+14.6%	+3.6%	+10.6%	+34.8%	➖ noise
13	datafusion:vortex-compact	-16.1%	-1.5%	-14.8%	+34.0%	➖ noise
13	datafusion:vortex-file-compressed	-4.8%	-1.5%	-3.3%	+72.5%	➖ noise
13	duckdb:vortex-compact	+8.6%	-1.5%	+10.3%	+48.4%	➖ noise
13	duckdb:vortex-file-compressed	+8.1%	-1.5%	+9.7%	+44.5%	➖ noise
14	datafusion:vortex-compact	-22.1%	+4.7%	-25.6%	+38.5%	➖ noise
14	datafusion:vortex-file-compressed	-1.8%	+4.7%	-6.2%	+31.6%	➖ noise
14	duckdb:vortex-compact	+5.0%	+4.7%	+0.3%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+7.0%	+4.7%	+2.2%	+30.0%	➖ noise
15	datafusion:vortex-compact	-2.1%	-2.5%	+0.5%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+25.0%	-2.5%	+28.2%	+30.0%	➖ noise
15	duckdb:vortex-compact	+7.3%	-2.5%	+10.1%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+13.5%	-2.5%	+16.5%	+30.0%	➖ noise
16	datafusion:vortex-compact	+6.9%	-1.1%	+8.1%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-28.7%	-1.1%	-27.9%	+40.0%	➖ noise
16	duckdb:vortex-compact	+16.0%	-1.1%	+17.3%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+6.4%	-1.1%	+7.5%	+30.0%	➖ noise
17	datafusion:vortex-compact	-2.7%	+15.2%	-15.5%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-9.0%	+15.2%	-21.0%	+30.0%	➖ noise
17	duckdb:vortex-compact	-4.8%	+15.2%	-17.3%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+3.8%	+15.2%	-9.9%	+30.0%	➖ noise
18	datafusion:vortex-compact	+2.1%	+7.3%	-4.8%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-7.2%	+7.3%	-13.5%	+30.0%	➖ noise
18	duckdb:vortex-compact	-5.0%	+7.3%	-11.5%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+10.0%	+7.3%	+2.5%	+30.0%	➖ noise
19	datafusion:vortex-compact	-11.0%	+8.7%	-18.1%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-19.4%	+8.7%	-25.8%	+31.8%	✅ faster
19	duckdb:vortex-compact	+9.0%	+8.7%	+0.3%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+3.9%	+8.7%	-4.4%	+30.0%	➖ noise
20	datafusion:vortex-compact	-4.6%	+2.2%	-6.7%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-13.9%	+2.2%	-15.7%	+30.0%	➖ noise
20	duckdb:vortex-compact	+1.4%	+2.2%	-0.8%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+10.0%	+2.2%	+7.6%	+30.0%	➖ noise
21	datafusion:vortex-compact	-3.4%	-5.7%	+2.4%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-9.2%	-5.7%	-3.7%	+30.0%	➖ noise
21	duckdb:vortex-compact	+6.8%	-5.7%	+13.3%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+3.4%	-5.7%	+9.7%	+30.0%	➖ noise
22	datafusion:vortex-compact	-7.7%	-0.8%	-7.0%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	+17.0%	-0.8%	+18.0%	+30.5%	➖ noise
22	duckdb:vortex-compact	+26.7%	-0.8%	+27.8%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+10.5%	-0.8%	+11.5%	+30.0%	➖ noise

github-actions · 2026-04-24T18:07:04Z

Benchmarks: Random Access

Vortex (geomean): 0.933x ➖
Parquet (geomean): 0.973x ➖

unknown / unknown (0.959x ➖, 5↑ 0↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2072036	3099654	0.67
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1411767	1470728	0.96
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8468110129	8580311868	0.99
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8406325260	8451159014	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8626644	8406755	1.03
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	7432058	7871494	0.94
random-access/feature-vectors/uniform/lance-tokio-local-disk	5927777	6048666	0.98
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6654661	6806281	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8523567130	8632603110	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8542903755	8595417162	0.99
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13342923	13894602	0.96
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13174599	13660941	0.96
random-access/lance-tokio-local-disk	755645	748958	1.01
random-access/lance-tokio-local-disk-footer	1305145	1303214	1.00
random-access/nested-lists/correlated/lance-tokio-local-disk	254785	257477	0.99
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	661620	680078	0.97
random-access/nested-lists/correlated/parquet-tokio-local-disk	131927910	135433170	0.97
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	131953297	133699449	0.99
random-access/nested-lists/correlated/vortex-tokio-local-disk	618421	680036	0.91
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	628993	685205	0.92
random-access/nested-lists/uniform/lance-tokio-local-disk	1079853	1082776	1.00
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1511353	1516267	1.00
random-access/nested-lists/uniform/parquet-tokio-local-disk	131452929	133836323	0.98
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	132168468	134869771	0.98
random-access/nested-lists/uniform/vortex-tokio-local-disk	2147007	2193493	0.98
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2149032	2195282	0.98
random-access/nested-structs/correlated/lance-tokio-local-disk	396192	399052	0.99
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	602491	616235	0.98
random-access/nested-structs/correlated/parquet-tokio-local-disk	27039804	28768648	0.94
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	27199227	28693335	0.95
random-access/nested-structs/correlated/vortex-tokio-local-disk	775516	817054	0.95
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	770654	808396	0.95
random-access/nested-structs/uniform/lance-tokio-local-disk	2675428	2683908	1.00
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2935093	2927458	1.00
random-access/nested-structs/uniform/parquet-tokio-local-disk	26463182	28643862	0.92
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	27644324	28705039	0.96
random-access/nested-structs/uniform/vortex-tokio-local-disk	1720927	1778507	0.97
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1703923	1752732	0.97
random-access/parquet-tokio-local-disk	179653275	184409314	0.97
random-access/parquet-tokio-local-disk-footer	180294754	183790391	0.98
random-access/taxi/correlated/lance-tokio-local-disk	946374	945372	1.00
random-access/taxi/correlated/lance-tokio-local-disk-footer	1588493	1589111	1.00
random-access/taxi/correlated/parquet-tokio-local-disk	268903847	274092058	0.98
random-access/taxi/correlated/parquet-tokio-local-disk-footer	267195991	274419974	0.97
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1586459	1992124	0.80
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1769901	2002834	0.88
random-access/taxi/uniform/lance-tokio-local-disk	9914018	9796031	1.01
random-access/taxi/uniform/lance-tokio-local-disk-footer	10565580	10502348	1.01
random-access/taxi/uniform/parquet-tokio-local-disk	282752246	289685229	0.98
random-access/taxi/uniform/parquet-tokio-local-disk-footer	282581598	290785294	0.97
random-access/taxi/uniform/vortex-tokio-local-disk	4528879	4924501	0.92
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4541744	4892195	0.93
random-access/vortex-tokio-local-disk 🚀	1213602	1370844	0.89
random-access/vortex-tokio-local-disk-footer 🚀	1241705	1397437	0.89

github-actions · 2026-04-24T18:15:06Z

Benchmarks: Compression

Vortex (geomean): 1.006x ➖
Parquet (geomean): 0.995x ➖

unknown / unknown (0.994x ➖, 3↑ 3↓)

name	PR `696cff3` (ns)	base `140eec6` (ns)	ratio (PR/base)
compress time/Arade	1169244786	1139273319	1.03
compress time/Bimbo	6875701826	7103801038	0.97
compress time/CMSprovider	2888155518	2964926982	0.97
compress time/Euro2016	435624046	457773734	0.95
compress time/Food	417314287	425921334	0.98
compress time/HashTags	837148006	823581462	1.02
compress time/TPC-H l_comment canonical	1355879868	1345955485	1.01
compress time/TPC-H l_comment chunked	1329518346	1368992572	0.97
compress time/taxi	736141854	722380122	1.02
compress time/wide table cols=100 chunks=1 rows=1000	11623298	11826670	0.98
compress time/wide table cols=100 chunks=50 rows=1000	11930628	12076266	0.99
compress time/wide table cols=1000 chunks=1 rows=1000	124273003	127491031	0.97
compress time/wide table cols=1000 chunks=50 rows=1000	125834227	124325524	1.01
compress time/wide table cols=10000 chunks=1 rows=1000	1405017673	1445656464	0.97
compress time/wide table cols=10000 chunks=50 rows=1000	1417178171	1397890641	1.01
decompress time/Arade 🚨	29916331	26916134	1.11
decompress time/Bimbo	102731894	101240956	1.01
decompress time/CMSprovider 🚀	86502696	97629106	0.89
decompress time/Euro2016 🚀	18619845	21300599	0.87
decompress time/Food	9681694	9386223	1.03
decompress time/HashTags	71993367	71568712	1.01
decompress time/TPC-H l_comment canonical	40734401	41485979	0.98
decompress time/TPC-H l_comment chunked	40736988	42560984	0.96
decompress time/taxi	16498313	17855209	0.92
decompress time/wide table cols=100 chunks=1 rows=1000	2672196	2601998	1.03
decompress time/wide table cols=100 chunks=50 rows=1000	2685939	2597562	1.03
decompress time/wide table cols=1000 chunks=1 rows=1000	23831863	25788739	0.92
decompress time/wide table cols=1000 chunks=50 rows=1000	24249708	24558365	0.99
decompress time/wide table cols=10000 chunks=1 rows=1000	269787260	273511464	0.99
decompress time/wide table cols=10000 chunks=50 rows=1000	261635832	261083404	1.00
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	2965759640	2903072688	1.02
parquet_rs-zstd compress time/Bimbo	14907892357	15057545789	0.99
parquet_rs-zstd compress time/CMSprovider	7660730846	7813213820	0.98
parquet_rs-zstd compress time/Euro2016	1366824644	1409914921	0.97
parquet_rs-zstd compress time/Food	885245700	900015387	0.98
parquet_rs-zstd compress time/HashTags	2373527925	2475989775	0.96
parquet_rs-zstd compress time/TPC-H l_comment canonical	3121042987	3308929524	0.94
parquet_rs-zstd compress time/TPC-H l_comment chunked	3148196284	3152281745	1.00
parquet_rs-zstd compress time/taxi	1392590133	1399228920	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	7041112	7731328	0.91
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	7051082	7800259	0.90
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	83936904	85406169	0.98
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	84534288	85048446	0.99
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	882082385	894353959	0.99
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	941023298	875522655	1.07
parquet_rs-zstd decompress time/Arade	643313517	639984720	1.01
parquet_rs-zstd decompress time/Bimbo	1709059308	1734354743	0.99
parquet_rs-zstd decompress time/CMSprovider	1960924110	2152528774	0.91
parquet_rs-zstd decompress time/Euro2016	387415765	393732989	0.98
parquet_rs-zstd decompress time/Food	219031703	227167749	0.96
parquet_rs-zstd decompress time/HashTags	657277620	671086060	0.98
parquet_rs-zstd decompress time/TPC-H l_comment canonical	569053380	581265294	0.98
parquet_rs-zstd decompress time/TPC-H l_comment chunked	570591278	572886041	1.00
parquet_rs-zstd decompress time/taxi	246577582	249617116	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2777483	2853141	0.97
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2766312	2984092	0.93
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	33235348	33164625	1.00
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	33585126	35614972	0.94
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	342922191	350042801	0.98
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	340602183	362931425	0.94
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	163599060	163394012	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	1.00
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.98
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.99
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.98
vortex:parquet-zstd ratio compress time/Food	0	0	1.00
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.06
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.07
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.97
vortex:parquet-zstd ratio compress time/taxi	0	0	1.02
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	1.08
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	1.09
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	0.94
vortex:parquet-zstd ratio decompress time/Arade 🚨	0	0	1.11
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.03
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	0.97
vortex:parquet-zstd ratio decompress time/Euro2016 🚀	0	0	0.89
vortex:parquet-zstd ratio decompress time/Food	0	0	1.07
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.03
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.00
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.96
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.94
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	1.12
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	0.92
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.07
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

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

codspeed-hq · 2026-04-28T16:42:28Z

Merging this PR will degrade performance by 10.6%

⚡ 5 improved benchmarks
❌ 1 regressed benchmark
✅ 1124 untouched benchmarks
⏩ 33 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	Simulation	`patched_take_10k_dispersed`	315.5 µs	285.2 µs	+10.62%
⚡	Simulation	`take_10k_dispersed`	284.4 µs	239.6 µs	+18.69%
⚡	Simulation	`patched_take_10k_first_chunk_only`	301.9 µs	271.6 µs	+11.17%
⚡	Simulation	`take_10k_first_chunk_only`	270.4 µs	225.5 µs	+19.9%
⚡	Simulation	`patched_take_10k_adversarial`	258.4 µs	228.2 µs	+13.23%
❌	Simulation	`bitwise_not_vortex_buffer_mut[128]`	246.1 ns	275.3 ns	-10.6%

_{Comparing myrrc/duckdb-row-id-columns (696cff3) with develop (b13ba9c)}

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

github-actions · 2026-04-28T17:01:30Z

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%)

myrrc · 2026-04-28T17:07:50Z

@joseph-isaacs The particularly hacky stuff here is adding partition indices, however, I can't imagine another way to filter files in a stable manner.

joseph-isaacs · 2026-04-28T17:49:29Z

nice. let me review this tomorrow and get this over the line. what is the perf results?

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myrrc marked this pull request as draft April 27, 2026 11:05

myrrc changed the title ~~file_index virtual column for duckdb~~ row id columns for duckdb Apr 28, 2026

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myrrc changed the title ~~row id columns for duckdb~~ Late materialization support for duckdb Apr 28, 2026

initial

696cff3

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

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Polar Signals Profiling Results

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Benchmarks: PolarSignals Profiling

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Benchmarks: FineWeb NVMe

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Benchmarks: TPC-H SF=1 on NVME

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Benchmarks: Clickbench on NVME

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Benchmarks: Statistical and Population Genetics

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