Support limit and filter for ScanBuilder and RepeatedScan by AdamGS · Pull Request #7565 · vortex-data/vortex

AdamGS · 2026-04-20T11:30:39Z

Summary

Closes: #000

Testing

Signed-off-by: Adam Gutglick <adam@spiraldb.com>

github-actions · 2026-04-20T11:35:18Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`17fa9ff`		1	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	`0374b7f`		1	Explore Profiling Data
🟢 Done	`d4a7142`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-04-20T11:36:07Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.087x ➖

datafusion / vortex-file-compressed (1.087x ➖, 0↑ 3↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed 🚨	232412627	123806557	1.88
polarsignals_q01/datafusion:vortex-file-compressed 🚨	407729964	367540490	1.11
polarsignals_q02/datafusion:vortex-file-compressed	23429946	23576895	0.99
polarsignals_q03/datafusion:vortex-file-compressed 🚨	411724671	373040148	1.10
polarsignals_q04/datafusion:vortex-file-compressed	11635167	11420629	1.02
polarsignals_q05/datafusion:vortex-file-compressed	15826980	15770816	1.00
polarsignals_q06/datafusion:vortex-file-compressed	18287419	18583290	0.98
polarsignals_q07/datafusion:vortex-file-compressed	13352756	14004405	0.95
polarsignals_q08/datafusion:vortex-file-compressed	474211739	458912270	1.03
polarsignals_q09/datafusion:vortex-file-compressed	10435697	10248423	1.02

github-actions · 2026-04-20T11:36:09Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-04-20T11:37:10Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +6.1%
Vortex (geomean): 1.070x ➖
Parquet (geomean): 1.008x ➖
Shifts: Parquet (control) +0.8% · Median polish +0.7%

datafusion / vortex-file-compressed (1.069x ➖, 0↑ 2↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	4026577	3690903	1.09
fineweb_q01/datafusion:vortex-file-compressed	24622152	23022553	1.07
fineweb_q02/datafusion:vortex-file-compressed 🚨	27975861	21685940	1.29
fineweb_q03/datafusion:vortex-file-compressed 🚨	78750347	66069019	1.19
fineweb_q04/datafusion:vortex-file-compressed	241556899	231557131	1.04
fineweb_q05/datafusion:vortex-file-compressed	219661105	218262059	1.01
fineweb_q06/datafusion:vortex-file-compressed	53723690	55983263	0.96
fineweb_q07/datafusion:vortex-file-compressed	58882845	59779175	0.99
fineweb_q08/datafusion:vortex-file-compressed	22050600	21493399	1.03

datafusion / vortex-compact (1.235x ❌, 0↑ 4↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	4805550	4380640	1.10
fineweb_q01/datafusion:vortex-compact 🚨	296442722	158695237	1.87
fineweb_q02/datafusion:vortex-compact 🚨	300555786	163637224	1.84
fineweb_q03/datafusion:vortex-compact 🚨	1612510986	1465364533	1.10
fineweb_q04/datafusion:vortex-compact	1722382705	1580559249	1.09
fineweb_q05/datafusion:vortex-compact	1332049067	1236969422	1.08
fineweb_q06/datafusion:vortex-compact	748547078	693754899	1.08
fineweb_q07/datafusion:vortex-compact	797254145	732088210	1.09
fineweb_q08/datafusion:vortex-compact 🚨	20931236	17850320	1.17

datafusion / parquet (0.994x ➖, 0↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	6875501	6190025	1.11
fineweb_q01/datafusion:parquet	283053373	292402318	0.97
fineweb_q02/datafusion:parquet	286937834	296222312	0.97
fineweb_q03/datafusion:parquet	282896030	285671082	0.99
fineweb_q04/datafusion:parquet	295778507	299843771	0.99
fineweb_q05/datafusion:parquet	293329484	296403156	0.99
fineweb_q06/datafusion:parquet	282102592	288273433	0.98
fineweb_q07/datafusion:parquet	275860756	280954565	0.98
fineweb_q08/datafusion:parquet	275014085	280977272	0.98

duckdb / vortex-file-compressed (0.987x ➖, 1↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	3453404	3124434	1.11
fineweb_q01/duckdb:vortex-file-compressed	22562909	22555582	1.00
fineweb_q02/duckdb:vortex-file-compressed	24061233	22771292	1.06
fineweb_q03/duckdb:vortex-file-compressed 🚀	115428900	156864205	0.74
fineweb_q04/duckdb:vortex-file-compressed	218063968	216770797	1.01
fineweb_q05/duckdb:vortex-file-compressed	209939275	212010192	0.99
fineweb_q06/duckdb:vortex-file-compressed	51751950	50810072	1.02
fineweb_q07/duckdb:vortex-file-compressed	53760050	52708632	1.02
fineweb_q08/duckdb:vortex-file-compressed	22436849	22475293	1.00

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

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3738559	3967049	0.94
fineweb_q01/duckdb:vortex-compact	102265382	105014980	0.97
fineweb_q02/duckdb:vortex-compact	113933769	110914196	1.03
fineweb_q03/duckdb:vortex-compact	856492751	853478152	1.00
fineweb_q04/duckdb:vortex-compact	904891901	892251287	1.01
fineweb_q05/duckdb:vortex-compact	808789499	799987751	1.01
fineweb_q06/duckdb:vortex-compact	461160231	465327814	0.99
fineweb_q07/duckdb:vortex-compact	474750199	469448103	1.01
fineweb_q08/duckdb:vortex-compact	23669243	22166494	1.07

duckdb / parquet (1.022x ➖, 0↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	31703981	30837365	1.03
fineweb_q01/duckdb:parquet	82803354	81504889	1.02
fineweb_q02/duckdb:parquet	83478215	82968524	1.01
fineweb_q03/duckdb:parquet	309546244	308844074	1.00
fineweb_q04/duckdb:parquet	439435236	439006680	1.00
fineweb_q05/duckdb:parquet	408180431	410438847	0.99
fineweb_q06/duckdb:parquet	198936674	198119215	1.00
fineweb_q07/duckdb:parquet	208070077	208993461	1.00
fineweb_q08/duckdb:parquet 🚨	32724130	28243126	1.16

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+9.7%	+6.9%	+2.7%	+60.7%	➖ noise
0	datafusion:vortex-file-compressed	+9.1%	+6.9%	+2.1%	+48.6%	➖ noise
0	duckdb:vortex-compact	-5.8%	+6.9%	-11.8%	+112.3%	➖ noise
0	duckdb:vortex-file-compressed	+10.5%	+6.9%	+3.4%	+78.7%	➖ noise
1	datafusion:vortex-compact	+86.8%	-0.8%	+88.4%	+10.3%	🚨 regression
1	datafusion:vortex-file-compressed	+6.9%	-0.8%	+7.8%	+24.4%	➖ noise
1	duckdb:vortex-compact	-2.6%	-0.8%	-1.8%	+19.4%	➖ noise
1	duckdb:vortex-file-compressed	+0.0%	-0.8%	+0.9%	+58.4%	➖ noise
2	datafusion:vortex-compact	+83.7%	-1.3%	+86.0%	+10.0%	🚨 regression
2	datafusion:vortex-file-compressed	+29.0%	-1.3%	+30.7%	+11.1%	🚨 regression
2	duckdb:vortex-compact	+2.7%	-1.3%	+4.1%	+16.2%	➖ noise
2	duckdb:vortex-file-compressed	+5.7%	-1.3%	+7.0%	+10.5%	➖ noise
3	datafusion:vortex-compact	+10.0%	-0.4%	+10.5%	+10.0%	🚨 regression
3	datafusion:vortex-file-compressed	+19.2%	-0.4%	+19.6%	+46.7%	➖ noise
3	duckdb:vortex-compact	+0.4%	-0.4%	+0.7%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-26.4%	-0.4%	-26.1%	+35.2%	✅ faster
4	datafusion:vortex-compact	+9.0%	-0.6%	+9.7%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+4.3%	-0.6%	+5.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.4%	-0.6%	+2.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.6%	-0.6%	+1.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	+7.7%	-0.8%	+8.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.6%	-0.8%	+1.4%	+10.0%	➖ noise
5	duckdb:vortex-compact	+1.1%	-0.8%	+1.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.0%	-0.8%	-0.2%	+10.0%	➖ noise
6	datafusion:vortex-compact	+7.9%	-0.9%	+8.8%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.0%	-0.9%	-3.2%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.9%	-0.9%	-0.0%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.9%	-0.9%	+2.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	+8.9%	-1.1%	+10.1%	+10.0%	🚨 regression
7	datafusion:vortex-file-compressed	-1.5%	-1.1%	-0.4%	+27.5%	➖ noise
7	duckdb:vortex-compact	+1.1%	-1.1%	+2.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.0%	-1.1%	+3.2%	+31.1%	➖ noise
8	datafusion:vortex-compact	+17.3%	+6.5%	+10.1%	+19.2%	➖ noise
8	datafusion:vortex-file-compressed	+2.6%	+6.5%	-3.7%	+10.3%	➖ noise
8	duckdb:vortex-compact	+6.8%	+6.5%	+0.3%	+31.2%	➖ noise
8	duckdb:vortex-file-compressed	-0.2%	+6.5%	-6.3%	+10.0%	➖ noise

github-actions · 2026-04-20T11:37:12Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-04-20T11:37:19Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.6%
Vortex (geomean): 1.025x ➖
Parquet (geomean): 0.990x ➖
Shifts: Parquet (control) -1.0% · Median polish -0.2%

datafusion / vortex-file-compressed (1.029x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	47314341	46822819	1.01
tpch_q02/datafusion:vortex-file-compressed	30077003	27505288	1.09
tpch_q03/datafusion:vortex-file-compressed	26777961	25154579	1.06
tpch_q04/datafusion:vortex-file-compressed	19425036	18341020	1.06
tpch_q05/datafusion:vortex-file-compressed	49293300	47019120	1.05
tpch_q06/datafusion:vortex-file-compressed	10064692	10631356	0.95
tpch_q07/datafusion:vortex-file-compressed	60494784	59343916	1.02
tpch_q08/datafusion:vortex-file-compressed	40601856	39327991	1.03
tpch_q09/datafusion:vortex-file-compressed	52369736	52846547	0.99
tpch_q10/datafusion:vortex-file-compressed	43008373	40643411	1.06
tpch_q11/datafusion:vortex-file-compressed	15069444	14721534	1.02
tpch_q12/datafusion:vortex-file-compressed	23374390	22786512	1.03
tpch_q13/datafusion:vortex-file-compressed	26458544	25496235	1.04
tpch_q14/datafusion:vortex-file-compressed	15279691	14688441	1.04
tpch_q15/datafusion:vortex-file-compressed	23037693	22039021	1.05
tpch_q16/datafusion:vortex-file-compressed	21562659	21114300	1.02
tpch_q17/datafusion:vortex-file-compressed	62191074	61916619	1.00
tpch_q18/datafusion:vortex-file-compressed	79309563	76632011	1.03
tpch_q19/datafusion:vortex-file-compressed	22692022	22269082	1.02
tpch_q20/datafusion:vortex-file-compressed	29548018	28464458	1.04
tpch_q21/datafusion:vortex-file-compressed	70608945	67525951	1.05
tpch_q22/datafusion:vortex-file-compressed	13646645	13699307	1.00

datafusion / vortex-compact (1.088x ➖, 0↑ 4↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	55478677	56053419	0.99
tpch_q02/datafusion:vortex-compact	33407059	31629745	1.06
tpch_q03/datafusion:vortex-compact	31548862	28697405	1.10
tpch_q04/datafusion:vortex-compact 🚨	25252642	22250162	1.13
tpch_q05/datafusion:vortex-compact	56572834	52464087	1.08
tpch_q06/datafusion:vortex-compact	14528940	13758277	1.06
tpch_q07/datafusion:vortex-compact	66926719	65101987	1.03
tpch_q08/datafusion:vortex-compact	46233832	44653318	1.04
tpch_q09/datafusion:vortex-compact	61806086	56953220	1.09
tpch_q10/datafusion:vortex-compact 🚨	67839023	48749826	1.39
tpch_q11/datafusion:vortex-compact	17919543	16731859	1.07
tpch_q12/datafusion:vortex-compact	33897642	32651262	1.04
tpch_q13/datafusion:vortex-compact	35103680	34508402	1.02
tpch_q14/datafusion:vortex-compact 🚨	21632559	19559142	1.11
tpch_q15/datafusion:vortex-compact	33799729	32400372	1.04
tpch_q16/datafusion:vortex-compact	25148262	24948130	1.01
tpch_q17/datafusion:vortex-compact	67768698	66008180	1.03
tpch_q18/datafusion:vortex-compact	87054288	82553876	1.05
tpch_q19/datafusion:vortex-compact	32492330	31792895	1.02
tpch_q20/datafusion:vortex-compact	37259653	36078450	1.03
tpch_q21/datafusion:vortex-compact	85158736	78632953	1.08
tpch_q22/datafusion:vortex-compact 🚨	23981182	14693861	1.63

datafusion / parquet (1.008x ➖, 1↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	129799808	127184666	1.02
tpch_q02/datafusion:parquet	63634024	62429261	1.02
tpch_q03/datafusion:parquet	75003551	73460175	1.02
tpch_q04/datafusion:parquet	44744549	45215758	0.99
tpch_q05/datafusion:parquet	93122202	95630461	0.97
tpch_q06/datafusion:parquet	42895080	42779424	1.00
tpch_q07/datafusion:parquet	106800632	106310064	1.00
tpch_q08/datafusion:parquet	96508281	92970360	1.04
tpch_q09/datafusion:parquet	131889220	129195176	1.02
tpch_q10/datafusion:parquet	112274862	110552920	1.02
tpch_q11/datafusion:parquet	42124859	41227550	1.02
tpch_q12/datafusion:parquet 🚀	73689864	84151079	0.88
tpch_q13/datafusion:parquet	188271968	193325097	0.97
tpch_q14/datafusion:parquet 🚨	50203234	44805520	1.12
tpch_q15/datafusion:parquet	60120644	57701238	1.04
tpch_q16/datafusion:parquet	44818291	43585536	1.03
tpch_q17/datafusion:parquet	132113188	130977132	1.01
tpch_q18/datafusion:parquet	158686466	155059533	1.02
tpch_q19/datafusion:parquet	90026667	89547738	1.01
tpch_q20/datafusion:parquet	71090297	70262985	1.01
tpch_q21/datafusion:parquet	137431028	135642558	1.01
tpch_q22/datafusion:parquet	30312080	31080303	0.98

datafusion / arrow (0.999x ➖, 0↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	55273297	54460055	1.01
tpch_q02/datafusion:arrow	18183824	18680021	0.97
tpch_q03/datafusion:arrow	29087267	29273329	0.99
tpch_q04/datafusion:arrow	25906490	24752387	1.05
tpch_q05/datafusion:arrow	76354799	70141295	1.09
tpch_q06/datafusion:arrow 🚨	22043769	19615618	1.12
tpch_q07/datafusion:arrow	102746889	100203779	1.03
tpch_q08/datafusion:arrow	40037751	42388706	0.94
tpch_q09/datafusion:arrow	59994805	62967952	0.95
tpch_q10/datafusion:arrow	45192708	48750837	0.93
tpch_q11/datafusion:arrow	8683329	9329330	0.93
tpch_q12/datafusion:arrow	51809099	52781058	0.98
tpch_q13/datafusion:arrow	47857046	47614469	1.01
tpch_q14/datafusion:arrow	21447991	21194221	1.01
tpch_q15/datafusion:arrow	41542536	41964360	0.99
tpch_q16/datafusion:arrow	18814168	18188253	1.03
tpch_q17/datafusion:arrow	66938024	67163908	1.00
tpch_q18/datafusion:arrow	132252372	132707618	1.00
tpch_q19/datafusion:arrow	34894835	36509603	0.96
tpch_q20/datafusion:arrow	34155876	34104920	1.00
tpch_q21/datafusion:arrow	145612952	147515776	0.99
tpch_q22/datafusion:arrow	17503474	17040889	1.03

duckdb / vortex-file-compressed (0.994x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31507541	31817387	0.99
tpch_q02/duckdb:vortex-file-compressed	24900404	24923252	1.00
tpch_q03/duckdb:vortex-file-compressed	29313757	30193190	0.97
tpch_q04/duckdb:vortex-file-compressed	29439154	29287766	1.01
tpch_q05/duckdb:vortex-file-compressed	34040179	33194806	1.03
tpch_q06/duckdb:vortex-file-compressed	10475334	10876458	0.96
tpch_q07/duckdb:vortex-file-compressed	36997168	38142885	0.97
tpch_q08/duckdb:vortex-file-compressed	39571343	38177412	1.04
tpch_q09/duckdb:vortex-file-compressed	72051463	73216223	0.98
tpch_q10/duckdb:vortex-file-compressed	33997709	34731315	0.98
tpch_q11/duckdb:vortex-file-compressed	14796686	14979323	0.99
tpch_q12/duckdb:vortex-file-compressed	22024766	22131853	1.00
tpch_q13/duckdb:vortex-file-compressed	34723840	34580984	1.00
tpch_q14/duckdb:vortex-file-compressed	21953036	22081905	0.99
tpch_q15/duckdb:vortex-file-compressed	16385668	16519241	0.99
tpch_q16/duckdb:vortex-file-compressed	27648271	28457632	0.97
tpch_q17/duckdb:vortex-file-compressed	25331699	25282260	1.00
tpch_q18/duckdb:vortex-file-compressed	49613545	50142551	0.99
tpch_q19/duckdb:vortex-file-compressed	28787724	29206272	0.99
tpch_q20/duckdb:vortex-file-compressed	33931954	34069462	1.00
tpch_q21/duckdb:vortex-file-compressed	105092462	104993937	1.00
tpch_q22/duckdb:vortex-file-compressed	17352984	16847391	1.03

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

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	38632902	38759091	1.00
tpch_q02/duckdb:vortex-compact	35602177	35095075	1.01
tpch_q03/duckdb:vortex-compact	32091893	32316375	0.99
tpch_q04/duckdb:vortex-compact	35735759	35302382	1.01
tpch_q05/duckdb:vortex-compact	37120900	38304168	0.97
tpch_q06/duckdb:vortex-compact	15189247	15001025	1.01
tpch_q07/duckdb:vortex-compact	42616994	42315523	1.01
tpch_q08/duckdb:vortex-compact	45497812	45720681	1.00
tpch_q09/duckdb:vortex-compact	82984807	82762208	1.00
tpch_q10/duckdb:vortex-compact	38918107	39972714	0.97
tpch_q11/duckdb:vortex-compact	18855607	19565813	0.96
tpch_q12/duckdb:vortex-compact	34858684	35042837	0.99
tpch_q13/duckdb:vortex-compact	43573284	43431052	1.00
tpch_q14/duckdb:vortex-compact	28792436	29200658	0.99
tpch_q15/duckdb:vortex-compact	19474554	19400062	1.00
tpch_q16/duckdb:vortex-compact	34044745	35594314	0.96
tpch_q17/duckdb:vortex-compact	30112664	30251031	1.00
tpch_q18/duckdb:vortex-compact	49169032	50887348	0.97
tpch_q19/duckdb:vortex-compact	34745811	34671827	1.00
tpch_q20/duckdb:vortex-compact	42111558	42124168	1.00
tpch_q21/duckdb:vortex-compact	110976355	109434299	1.01
tpch_q22/duckdb:vortex-compact	19271302	19447306	0.99

duckdb / parquet (0.972x ➖, 2↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	78106173	77479116	1.01
tpch_q02/duckdb:parquet	38976126	38804073	1.00
tpch_q03/duckdb:parquet	69044132	70848036	0.97
tpch_q04/duckdb:parquet	46932530	46289015	1.01
tpch_q05/duckdb:parquet	65840509	67445886	0.98
tpch_q06/duckdb:parquet	20470451	20669579	0.99
tpch_q07/duckdb:parquet	65950143	66226012	1.00
tpch_q08/duckdb:parquet	88885209	96774777	0.92
tpch_q09/duckdb:parquet 🚀	131812086	155176773	0.85
tpch_q10/duckdb:parquet	114610670	119474323	0.96
tpch_q11/duckdb:parquet	21884294	21806722	1.00
tpch_q12/duckdb:parquet	45073723	45180715	1.00
tpch_q13/duckdb:parquet	247963961	246615063	1.01
tpch_q14/duckdb:parquet	46501703	49159540	0.95
tpch_q15/duckdb:parquet	24164128	24305205	0.99
tpch_q16/duckdb:parquet	55158272	55706097	0.99
tpch_q17/duckdb:parquet 🚀	50558554	57215422	0.88
tpch_q18/duckdb:parquet	110812096	112641907	0.98
tpch_q19/duckdb:parquet	65157691	67560298	0.96
tpch_q20/duckdb:parquet	62672729	63109380	0.99
tpch_q21/duckdb:parquet	158206335	164430471	0.96
tpch_q22/duckdb:parquet	51585842	52020579	0.99

duckdb / duckdb (0.997x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15794664	15966448	0.99
tpch_q02/duckdb:duckdb	12683549	12254134	1.04
tpch_q03/duckdb:duckdb	19067722	18882907	1.01
tpch_q04/duckdb:duckdb	19279449	18789861	1.03
tpch_q05/duckdb:duckdb	19655505	20372078	0.96
tpch_q06/duckdb:duckdb	5397256	5126365	1.05
tpch_q07/duckdb:duckdb	22258542	21762237	1.02
tpch_q08/duckdb:duckdb	20760478	20710007	1.00
tpch_q09/duckdb:duckdb	52257871	54680632	0.96
tpch_q10/duckdb:duckdb	43508587	43422890	1.00
tpch_q11/duckdb:duckdb	5748887	5724979	1.00
tpch_q12/duckdb:duckdb	14198284	13613272	1.04
tpch_q13/duckdb:duckdb	37612457	37595067	1.00
tpch_q14/duckdb:duckdb	16462035	18027610	0.91
tpch_q15/duckdb:duckdb	11787315	11724858	1.01
tpch_q16/duckdb:duckdb	23151025	23840178	0.97
tpch_q17/duckdb:duckdb	13433448	13751409	0.98
tpch_q18/duckdb:duckdb	38857278	37983927	1.02
tpch_q19/duckdb:duckdb	25818205	27073434	0.95
tpch_q20/duckdb:duckdb	22226401	22514500	0.99
tpch_q21/duckdb:duckdb	56121464	55564384	1.01
tpch_q22/duckdb:duckdb	24400509	24645776	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+1.5%	+1.4%	+0.1%	+17.2%	➖ noise
1	datafusion:vortex-compact	-1.0%	+1.4%	-2.4%	+16.7%	➖ noise
1	datafusion:vortex-file-compressed	+1.0%	+1.4%	-0.4%	+17.8%	➖ noise
1	duckdb:duckdb	-1.1%	+1.4%	-2.5%	+16.4%	➖ noise
1	duckdb:vortex-compact	-0.3%	+1.4%	-1.7%	+15.5%	➖ noise
1	duckdb:vortex-file-compressed	-1.0%	+1.4%	-2.4%	+18.7%	➖ noise
2	datafusion:arrow	-2.7%	+1.2%	-3.8%	+10.0%	➖ noise
2	datafusion:vortex-compact	+5.6%	+1.2%	+4.4%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+9.3%	+1.2%	+8.1%	+10.0%	➖ noise
2	duckdb:duckdb	+3.5%	+1.2%	+2.3%	+10.8%	➖ noise
2	duckdb:vortex-compact	+1.4%	+1.2%	+0.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.1%	+1.2%	-1.3%	+10.0%	➖ noise
3	datafusion:arrow	-0.6%	-0.2%	-0.4%	+10.0%	➖ noise
3	datafusion:vortex-compact	+9.9%	-0.2%	+10.2%	+10.8%	➖ noise
3	datafusion:vortex-file-compressed	+6.5%	-0.2%	+6.7%	+10.7%	➖ noise
3	duckdb:duckdb	+1.0%	-0.2%	+1.2%	+12.5%	➖ noise
3	duckdb:vortex-compact	-0.7%	-0.2%	-0.4%	+10.7%	➖ noise
3	duckdb:vortex-file-compressed	-2.9%	-0.2%	-2.7%	+14.9%	➖ noise
4	datafusion:arrow	+4.7%	+0.2%	+4.5%	+10.0%	➖ noise
4	datafusion:vortex-compact	+13.5%	+0.2%	+13.3%	+10.0%	🚨 regression
4	datafusion:vortex-file-compressed	+5.9%	+0.2%	+5.7%	+10.0%	➖ noise
4	duckdb:duckdb	+2.6%	+0.2%	+2.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.2%	+0.2%	+1.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.5%	+0.2%	+0.3%	+10.0%	➖ noise
5	datafusion:arrow	+8.9%	-2.5%	+11.7%	+10.3%	🚨 regression
5	datafusion:vortex-compact	+7.8%	-2.5%	+10.6%	+10.0%	🚨 regression
5	datafusion:vortex-file-compressed	+4.8%	-2.5%	+7.5%	+10.0%	➖ noise
5	duckdb:duckdb	-3.5%	-2.5%	-1.0%	+12.3%	➖ noise
5	duckdb:vortex-compact	-3.1%	-2.5%	-0.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.5%	-2.5%	+5.2%	+13.6%	➖ noise
6	datafusion:arrow	+12.4%	-0.3%	+12.8%	+17.0%	➖ noise
6	datafusion:vortex-compact	+5.6%	-0.3%	+6.0%	+15.4%	➖ noise
6	datafusion:vortex-file-compressed	-5.3%	-0.3%	-5.0%	+18.4%	➖ noise
6	duckdb:duckdb	+5.3%	-0.3%	+5.7%	+16.6%	➖ noise
6	duckdb:vortex-compact	+1.3%	-0.3%	+1.6%	+23.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.7%	-0.3%	-3.4%	+15.8%	➖ noise
7	datafusion:arrow	+2.5%	+0.0%	+2.5%	+11.2%	➖ noise
7	datafusion:vortex-compact	+2.8%	+0.0%	+2.8%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.9%	+0.0%	+1.9%	+10.0%	➖ noise
7	duckdb:duckdb	+2.3%	+0.0%	+2.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.7%	+0.0%	+0.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.0%	+0.0%	-3.0%	+10.0%	➖ noise
8	datafusion:arrow	-5.5%	-2.4%	-3.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	+3.5%	-2.4%	+6.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+3.2%	-2.4%	+5.7%	+10.0%	➖ noise
8	duckdb:duckdb	+0.2%	-2.4%	+2.7%	+10.8%	➖ noise
8	duckdb:vortex-compact	-0.5%	-2.4%	+1.9%	+10.6%	➖ noise
8	duckdb:vortex-file-compressed	+3.7%	-2.4%	+6.2%	+14.1%	➖ noise
9	datafusion:arrow	-4.7%	-6.9%	+2.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	+8.5%	-6.9%	+16.5%	+10.0%	🚨 regression
9	datafusion:vortex-file-compressed	-0.9%	-6.9%	+6.4%	+10.0%	➖ noise
9	duckdb:duckdb	-4.4%	-6.9%	+2.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.3%	-6.9%	+7.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.6%	-6.9%	+5.7%	+10.0%	➖ noise
10	datafusion:arrow	-7.3%	-1.3%	-6.1%	+10.0%	➖ noise
10	datafusion:vortex-compact	+39.2%	-1.3%	+41.0%	+10.0%	🚨 regression
10	datafusion:vortex-file-compressed	+5.8%	-1.3%	+7.2%	+10.0%	➖ noise
10	duckdb:duckdb	+0.2%	-1.3%	+1.5%	+11.8%	➖ noise
10	duckdb:vortex-compact	-2.6%	-1.3%	-1.4%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.1%	-1.3%	-0.8%	+10.0%	➖ noise
11	datafusion:arrow	-6.9%	+1.3%	-8.1%	+10.0%	➖ noise
11	datafusion:vortex-compact	+7.1%	+1.3%	+5.8%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+2.4%	+1.3%	+1.1%	+10.0%	➖ noise
11	duckdb:duckdb	+0.4%	+1.3%	-0.8%	+10.0%	➖ noise
11	duckdb:vortex-compact	-3.6%	+1.3%	-4.8%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.2%	+1.3%	-2.5%	+10.0%	➖ noise
12	datafusion:arrow	-1.8%	-6.5%	+5.0%	+17.2%	➖ noise
12	datafusion:vortex-compact	+3.8%	-6.5%	+11.1%	+11.0%	🚨 regression
12	datafusion:vortex-file-compressed	+2.6%	-6.5%	+9.7%	+10.4%	➖ noise
12	duckdb:duckdb	+4.3%	-6.5%	+11.6%	+11.0%	🚨 regression
12	duckdb:vortex-compact	-0.5%	-6.5%	+6.4%	+11.1%	➖ noise
12	duckdb:vortex-file-compressed	-0.5%	-6.5%	+6.5%	+13.1%	➖ noise
13	datafusion:arrow	+0.5%	-1.0%	+1.6%	+10.0%	➖ noise
13	datafusion:vortex-compact	+1.7%	-1.0%	+2.8%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+3.8%	-1.0%	+4.9%	+10.0%	➖ noise
13	duckdb:duckdb	+0.0%	-1.0%	+1.1%	+10.0%	➖ noise
13	duckdb:vortex-compact	+0.3%	-1.0%	+1.4%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.4%	-1.0%	+1.5%	+10.0%	➖ noise
14	datafusion:arrow	+1.2%	+3.0%	-1.7%	+14.3%	➖ noise
14	datafusion:vortex-compact	+10.6%	+3.0%	+7.4%	+13.3%	➖ noise
14	datafusion:vortex-file-compressed	+4.0%	+3.0%	+1.0%	+12.3%	➖ noise
14	duckdb:duckdb	-8.7%	+3.0%	-11.3%	+15.6%	➖ noise
14	duckdb:vortex-compact	-1.4%	+3.0%	-4.2%	+13.8%	➖ noise
14	duckdb:vortex-file-compressed	-0.6%	+3.0%	-3.4%	+12.9%	➖ noise
15	datafusion:arrow	-1.0%	+1.8%	-2.7%	+11.9%	➖ noise
15	datafusion:vortex-compact	+4.3%	+1.8%	+2.5%	+12.9%	➖ noise
15	datafusion:vortex-file-compressed	+4.5%	+1.8%	+2.7%	+13.6%	➖ noise
15	duckdb:duckdb	+0.5%	+1.8%	-1.2%	+14.1%	➖ noise
15	duckdb:vortex-compact	+0.4%	+1.8%	-1.4%	+14.1%	➖ noise
15	duckdb:vortex-file-compressed	-0.8%	+1.8%	-2.5%	+12.9%	➖ noise
16	datafusion:arrow	+3.4%	+0.9%	+2.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	+0.8%	+0.9%	-0.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+2.1%	+0.9%	+1.2%	+10.0%	➖ noise
16	duckdb:duckdb	-2.9%	+0.9%	-3.8%	+10.1%	➖ noise
16	duckdb:vortex-compact	-4.4%	+0.9%	-5.2%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-2.8%	+0.9%	-3.7%	+10.0%	➖ noise
17	datafusion:arrow	-0.3%	-5.6%	+5.6%	+10.5%	➖ noise
17	datafusion:vortex-compact	+2.7%	-5.6%	+8.7%	+10.6%	➖ noise
17	datafusion:vortex-file-compressed	+0.4%	-5.6%	+6.4%	+10.0%	➖ noise
17	duckdb:duckdb	-2.3%	-5.6%	+3.5%	+10.5%	➖ noise
17	duckdb:vortex-compact	-0.5%	-5.6%	+5.4%	+12.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.2%	-5.6%	+6.1%	+13.3%	➖ noise
18	datafusion:arrow	-0.3%	+0.3%	-0.7%	+10.0%	➖ noise
18	datafusion:vortex-compact	+5.5%	+0.3%	+5.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+3.5%	+0.3%	+3.1%	+10.0%	➖ noise
18	duckdb:duckdb	+2.3%	+0.3%	+2.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-3.4%	+0.3%	-3.7%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.1%	+0.3%	-1.4%	+10.0%	➖ noise
19	datafusion:arrow	-4.4%	-1.5%	-2.9%	+17.3%	➖ noise
19	datafusion:vortex-compact	+2.2%	-1.5%	+3.8%	+12.8%	➖ noise
19	datafusion:vortex-file-compressed	+1.9%	-1.5%	+3.5%	+13.3%	➖ noise
19	duckdb:duckdb	-4.6%	-1.5%	-3.2%	+17.1%	➖ noise
19	duckdb:vortex-compact	+0.2%	-1.5%	+1.8%	+13.5%	➖ noise
19	duckdb:vortex-file-compressed	-1.4%	-1.5%	+0.1%	+13.1%	➖ noise
20	datafusion:arrow	+0.1%	+0.2%	-0.1%	+10.0%	➖ noise
20	datafusion:vortex-compact	+3.3%	+0.2%	+3.0%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+3.8%	+0.2%	+3.6%	+10.0%	➖ noise
20	duckdb:duckdb	-1.3%	+0.2%	-1.5%	+11.3%	➖ noise
20	duckdb:vortex-compact	-0.0%	+0.2%	-0.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-0.4%	+0.2%	-0.6%	+10.0%	➖ noise
21	datafusion:arrow	-1.3%	-1.3%	-0.0%	+10.0%	➖ noise
21	datafusion:vortex-compact	+8.3%	-1.3%	+9.7%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+4.6%	-1.3%	+5.9%	+10.0%	➖ noise
21	duckdb:duckdb	+1.0%	-1.3%	+2.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	+1.4%	-1.3%	+2.7%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.1%	-1.3%	+1.4%	+10.0%	➖ noise
22	datafusion:arrow	+2.7%	-1.7%	+4.4%	+10.0%	➖ noise
22	datafusion:vortex-compact	+63.2%	-1.7%	+66.0%	+10.0%	🚨 regression
22	datafusion:vortex-file-compressed	-0.4%	-1.7%	+1.3%	+10.3%	➖ noise
22	duckdb:duckdb	-1.0%	-1.7%	+0.7%	+10.0%	➖ noise
22	duckdb:vortex-compact	-0.9%	-1.7%	+0.8%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+3.0%	-1.7%	+4.7%	+10.0%	➖ noise

github-actions · 2026-04-20T11:37:22Z

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-20T11:39:47Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.7%
Vortex (geomean): 1.014x ➖
Parquet (geomean): 0.994x ➖
Shifts: Parquet (control) -0.6% · Median polish -0.1%

datafusion / vortex-file-compressed (1.032x ➖, 0↑ 9↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	20327245	20128293	1.01
tpcds_q02/datafusion:vortex-file-compressed	47112466	47746456	0.99
tpcds_q03/datafusion:vortex-file-compressed	16575887	16525016	1.00
tpcds_q04/datafusion:vortex-file-compressed	273175160	257649563	1.06
tpcds_q05/datafusion:vortex-file-compressed	44784026	44593035	1.00
tpcds_q06/datafusion:vortex-file-compressed	42293956	41019809	1.03
tpcds_q07/datafusion:vortex-file-compressed	44347999	43114322	1.03
tpcds_q08/datafusion:vortex-file-compressed	29185310	29054329	1.00
tpcds_q09/datafusion:vortex-file-compressed	48881610	47221259	1.04
tpcds_q10/datafusion:vortex-file-compressed 🚨	44206825	34844050	1.27
tpcds_q11/datafusion:vortex-file-compressed	154367204	147197668	1.05
tpcds_q12/datafusion:vortex-file-compressed	19188669	19159610	1.00
tpcds_q13/datafusion:vortex-file-compressed	51721818	50011936	1.03
tpcds_q14/datafusion:vortex-file-compressed	170898417	167796398	1.02
tpcds_q15/datafusion:vortex-file-compressed	29622649	29653284	1.00
tpcds_q16/datafusion:vortex-file-compressed	24942936	23663909	1.05
tpcds_q17/datafusion:vortex-file-compressed	60811891	57853278	1.05
tpcds_q18/datafusion:vortex-file-compressed	66629040	65481353	1.02
tpcds_q19/datafusion:vortex-file-compressed	24084004	23964989	1.00
tpcds_q20/datafusion:vortex-file-compressed	22333231	21318583	1.05
tpcds_q21/datafusion:vortex-file-compressed	127917039	127646678	1.00
tpcds_q22/datafusion:vortex-file-compressed	56270607	52529879	1.07
tpcds_q23/datafusion:vortex-file-compressed	130795927	129776182	1.01
tpcds_q24/datafusion:vortex-file-compressed	99089059	98046379	1.01
tpcds_q25/datafusion:vortex-file-compressed	59758224	58876675	1.01
tpcds_q26/datafusion:vortex-file-compressed	32127739	34084002	0.94
tpcds_q27/datafusion:vortex-file-compressed	105577252	104882805	1.01
tpcds_q28/datafusion:vortex-file-compressed	43343681	45946470	0.94
tpcds_q29/datafusion:vortex-file-compressed	59056482	58084271	1.02
tpcds_q30/datafusion:vortex-file-compressed 🚨	27503566	23502765	1.17
tpcds_q31/datafusion:vortex-file-compressed	83540587	80329558	1.04
tpcds_q32/datafusion:vortex-file-compressed	18029813	17135557	1.05
tpcds_q33/datafusion:vortex-file-compressed	29265916	28472287	1.03
tpcds_q34/datafusion:vortex-file-compressed	27475806	26857561	1.02
tpcds_q35/datafusion:vortex-file-compressed 🚨	49208598	43055306	1.14
tpcds_q36/datafusion:vortex-file-compressed	62861759	63178816	0.99
tpcds_q37/datafusion:vortex-file-compressed 🚨	33484957	29652559	1.13
tpcds_q38/datafusion:vortex-file-compressed	45885346	43814254	1.05
tpcds_q39/datafusion:vortex-file-compressed	121338479	122931227	0.99
tpcds_q40/datafusion:vortex-file-compressed	47455189	47666214	1.00
tpcds_q41/datafusion:vortex-file-compressed	15880431	15811330	1.00
tpcds_q42/datafusion:vortex-file-compressed	15126333	15174344	1.00
tpcds_q43/datafusion:vortex-file-compressed	29252888	28535378	1.03
tpcds_q44/datafusion:vortex-file-compressed	35135558	34085544	1.03
tpcds_q45/datafusion:vortex-file-compressed	30050311	29664699	1.01
tpcds_q46/datafusion:vortex-file-compressed	39684747	38921129	1.02
tpcds_q47/datafusion:vortex-file-compressed	189710320	184018991	1.03
tpcds_q48/datafusion:vortex-file-compressed 🚨	45289586	40651593	1.11
tpcds_q49/datafusion:vortex-file-compressed	59236922	58691590	1.01
tpcds_q50/datafusion:vortex-file-compressed	39438561	38933534	1.01
tpcds_q51/datafusion:vortex-file-compressed	86797218	83002622	1.05
tpcds_q52/datafusion:vortex-file-compressed	16043347	15049359	1.07
tpcds_q53/datafusion:vortex-file-compressed	19989658	20639573	0.97
tpcds_q54/datafusion:vortex-file-compressed	35360438	34392554	1.03
tpcds_q55/datafusion:vortex-file-compressed	14945109	14753340	1.01
tpcds_q56/datafusion:vortex-file-compressed	31286013	30417526	1.03
tpcds_q57/datafusion:vortex-file-compressed	117414940	118980138	0.99
tpcds_q58/datafusion:vortex-file-compressed	61908458	60742876	1.02
tpcds_q59/datafusion:vortex-file-compressed	65253478	64964795	1.00
tpcds_q60/datafusion:vortex-file-compressed	31764529	30095291	1.06
tpcds_q61/datafusion:vortex-file-compressed	41988754	38911516	1.08
tpcds_q62/datafusion:vortex-file-compressed	27775544	28264194	0.98
tpcds_q63/datafusion:vortex-file-compressed	20461182	20027499	1.02
tpcds_q64/datafusion:vortex-file-compressed	424254962	427046424	0.99
tpcds_q65/datafusion:vortex-file-compressed	42530032	40260897	1.06
tpcds_q66/datafusion:vortex-file-compressed	85811891	83272057	1.03
tpcds_q67/datafusion:vortex-file-compressed	110334943	111104339	0.99
tpcds_q68/datafusion:vortex-file-compressed	40017445	39330239	1.02
tpcds_q69/datafusion:vortex-file-compressed 🚨	42902758	33106551	1.30
tpcds_q70/datafusion:vortex-file-compressed	101773625	101177601	1.01
tpcds_q71/datafusion:vortex-file-compressed	26578934	25183966	1.06
tpcds_q72/datafusion:vortex-file-compressed	2463046914	2387048870	1.03
tpcds_q73/datafusion:vortex-file-compressed	26924058	25621647	1.05
tpcds_q74/datafusion:vortex-file-compressed	102279120	97410542	1.05
tpcds_q75/datafusion:vortex-file-compressed	106223130	103300175	1.03
tpcds_q76/datafusion:vortex-file-compressed	27321869	27473108	0.99
tpcds_q77/datafusion:vortex-file-compressed	40213556	39740055	1.01
tpcds_q78/datafusion:vortex-file-compressed	114204815	113308205	1.01
tpcds_q79/datafusion:vortex-file-compressed	33584237	30983108	1.08
tpcds_q80/datafusion:vortex-file-compressed	94503663	96190435	0.98
tpcds_q81/datafusion:vortex-file-compressed	30606170	28016610	1.09
tpcds_q82/datafusion:vortex-file-compressed 🚨	34665428	29972896	1.16
tpcds_q83/datafusion:vortex-file-compressed	40290195	38783315	1.04
tpcds_q84/datafusion:vortex-file-compressed 🚨	13553876	12267968	1.10
tpcds_q85/datafusion:vortex-file-compressed	89758557	89372478	1.00
tpcds_q86/datafusion:vortex-file-compressed	16258583	16430469	0.99
tpcds_q87/datafusion:vortex-file-compressed	46952221	45997863	1.02
tpcds_q88/datafusion:vortex-file-compressed	58086246	56216162	1.03
tpcds_q89/datafusion:vortex-file-compressed	32432966	32588113	1.00
tpcds_q90/datafusion:vortex-file-compressed	13724757	13869102	0.99
tpcds_q91/datafusion:vortex-file-compressed 🚨	23575068	20704947	1.14
tpcds_q92/datafusion:vortex-file-compressed	15672415	15676635	1.00
tpcds_q93/datafusion:vortex-file-compressed	30872378	29582605	1.04
tpcds_q94/datafusion:vortex-file-compressed	19931109	19496674	1.02
tpcds_q95/datafusion:vortex-file-compressed	53370803	50618640	1.05
tpcds_q96/datafusion:vortex-file-compressed	12686837	12445822	1.02
tpcds_q97/datafusion:vortex-file-compressed	27528108	26443635	1.04
tpcds_q98/datafusion:vortex-file-compressed	27827415	28279590	0.98
tpcds_q99/datafusion:vortex-file-compressed	40772269	41610906	0.98

datafusion / vortex-compact (1.057x ➖, 0↑ 14↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	28941234	26385041	1.10
tpcds_q02/datafusion:vortex-compact	56197874	54885628	1.02
tpcds_q03/datafusion:vortex-compact	22594314	22982936	0.98
tpcds_q04/datafusion:vortex-compact 🚨	341720656	301839601	1.13
tpcds_q05/datafusion:vortex-compact	55504542	57309640	0.97
tpcds_q06/datafusion:vortex-compact	50245278	50083313	1.00
tpcds_q07/datafusion:vortex-compact	62781698	57929618	1.08
tpcds_q08/datafusion:vortex-compact	39632155	39032558	1.02
tpcds_q09/datafusion:vortex-compact	67066192	62768769	1.07
tpcds_q10/datafusion:vortex-compact 🚨	83014268	59798687	1.39
tpcds_q11/datafusion:vortex-compact 🚨	200497971	176259776	1.14
tpcds_q12/datafusion:vortex-compact	23347653	23560261	0.99
tpcds_q13/datafusion:vortex-compact	118595104	115820864	1.02
tpcds_q14/datafusion:vortex-compact	231666983	234571876	0.99
tpcds_q15/datafusion:vortex-compact	34746080	33677012	1.03
tpcds_q16/datafusion:vortex-compact	35007039	35924521	0.97
tpcds_q17/datafusion:vortex-compact	90980472	85242089	1.07
tpcds_q18/datafusion:vortex-compact	79609143	77819623	1.02
tpcds_q19/datafusion:vortex-compact	39336855	38894677	1.01
tpcds_q20/datafusion:vortex-compact	26432067	25871703	1.02
tpcds_q21/datafusion:vortex-compact	137282208	129164857	1.06
tpcds_q22/datafusion:vortex-compact	67012900	63266815	1.06
tpcds_q23/datafusion:vortex-compact	179833333	167966506	1.07
tpcds_q24/datafusion:vortex-compact 🚨	142291927	128951782	1.10
tpcds_q25/datafusion:vortex-compact	91459251	86499163	1.06
tpcds_q26/datafusion:vortex-compact	46373725	43285898	1.07
tpcds_q27/datafusion:vortex-compact 🚨	155596531	141017090	1.10
tpcds_q28/datafusion:vortex-compact	88207817	85676366	1.03
tpcds_q29/datafusion:vortex-compact	90800499	87747245	1.03
tpcds_q30/datafusion:vortex-compact 🚨	36805108	28606496	1.29
tpcds_q31/datafusion:vortex-compact	132781419	127324557	1.04
tpcds_q32/datafusion:vortex-compact	24430534	22683181	1.08
tpcds_q33/datafusion:vortex-compact 🚨	50934245	46133451	1.10
tpcds_q34/datafusion:vortex-compact	48871534	45721951	1.07
tpcds_q35/datafusion:vortex-compact 🚨	76413388	61423734	1.24
tpcds_q36/datafusion:vortex-compact	93838853	87727221	1.07
tpcds_q37/datafusion:vortex-compact 🚨	48208077	43128390	1.12
tpcds_q38/datafusion:vortex-compact	66336140	64815219	1.02
tpcds_q39/datafusion:vortex-compact	150167159	137719932	1.09
tpcds_q40/datafusion:vortex-compact	53492781	51823955	1.03
tpcds_q41/datafusion:vortex-compact	19810979	18167014	1.09
tpcds_q42/datafusion:vortex-compact	22417017	20615714	1.09
tpcds_q43/datafusion:vortex-compact	36625175	34902950	1.05
tpcds_q44/datafusion:vortex-compact	68663973	65925283	1.04
tpcds_q45/datafusion:vortex-compact	35771778	34326563	1.04
tpcds_q46/datafusion:vortex-compact	65854469	62516502	1.05
tpcds_q47/datafusion:vortex-compact	221133650	211022128	1.05
tpcds_q48/datafusion:vortex-compact	91876391	85520425	1.07
tpcds_q49/datafusion:vortex-compact	82272537	79305880	1.04
tpcds_q50/datafusion:vortex-compact	60070076	57974660	1.04
tpcds_q51/datafusion:vortex-compact	100403852	97779607	1.03
tpcds_q52/datafusion:vortex-compact	22114687	22172553	1.00
tpcds_q53/datafusion:vortex-compact	32680742	31046492	1.05
tpcds_q54/datafusion:vortex-compact	53727835	53406743	1.01
tpcds_q55/datafusion:vortex-compact	21508041	20726300	1.04
tpcds_q56/datafusion:vortex-compact	50043697	47365647	1.06
tpcds_q57/datafusion:vortex-compact	133561731	129151705	1.03
tpcds_q58/datafusion:vortex-compact	74175756	68498235	1.08
tpcds_q59/datafusion:vortex-compact	83398870	78986120	1.06
tpcds_q60/datafusion:vortex-compact	50238889	48006253	1.05
tpcds_q61/datafusion:vortex-compact	67762775	64161721	1.06
tpcds_q62/datafusion:vortex-compact	30776557	30769730	1.00
tpcds_q63/datafusion:vortex-compact	33197535	31779031	1.04
tpcds_q64/datafusion:vortex-compact	506875957	501294951	1.01
tpcds_q65/datafusion:vortex-compact	66429773	65587769	1.01
tpcds_q66/datafusion:vortex-compact	91130132	88527211	1.03
tpcds_q67/datafusion:vortex-compact	123357742	118402115	1.04
tpcds_q68/datafusion:vortex-compact	65927409	65486394	1.01
tpcds_q69/datafusion:vortex-compact 🚨	78359476	55951942	1.40
tpcds_q70/datafusion:vortex-compact	119106018	114899355	1.04
tpcds_q71/datafusion:vortex-compact	43992920	42827568	1.03
tpcds_q72/datafusion:vortex-compact	2388406939	2424709048	0.99
tpcds_q73/datafusion:vortex-compact	47213707	44537593	1.06
tpcds_q74/datafusion:vortex-compact	135246006	126392314	1.07
tpcds_q75/datafusion:vortex-compact	153640275	145807484	1.05
tpcds_q76/datafusion:vortex-compact	44758144	45194247	0.99
tpcds_q77/datafusion:vortex-compact	60673211	57624137	1.05
tpcds_q78/datafusion:vortex-compact	143330671	140536523	1.02
tpcds_q79/datafusion:vortex-compact	55590661	57130697	0.97
tpcds_q80/datafusion:vortex-compact	122440994	116005580	1.06
tpcds_q81/datafusion:vortex-compact	35159976	33896676	1.04
tpcds_q82/datafusion:vortex-compact 🚨	50175248	44076489	1.14
tpcds_q83/datafusion:vortex-compact	48578609	46173961	1.05
tpcds_q84/datafusion:vortex-compact 🚨	18557268	14645818	1.27
tpcds_q85/datafusion:vortex-compact	122289624	117252516	1.04
tpcds_q86/datafusion:vortex-compact	20341141	20001404	1.02
tpcds_q87/datafusion:vortex-compact	64657634	62549776	1.03
tpcds_q88/datafusion:vortex-compact	133752749	127969741	1.05
tpcds_q89/datafusion:vortex-compact	43402708	42014727	1.03
tpcds_q90/datafusion:vortex-compact	20450413	20613507	0.99
tpcds_q91/datafusion:vortex-compact 🚨	41668291	34881387	1.19
tpcds_q92/datafusion:vortex-compact	23292704	23420737	0.99
tpcds_q93/datafusion:vortex-compact 🚨	47133360	41234493	1.14
tpcds_q94/datafusion:vortex-compact	28781642	26224546	1.10
tpcds_q95/datafusion:vortex-compact	68150492	63951336	1.07
tpcds_q96/datafusion:vortex-compact	24274375	23529572	1.03
tpcds_q97/datafusion:vortex-compact	38955199	39038016	1.00
tpcds_q98/datafusion:vortex-compact	36038397	34800543	1.04
tpcds_q99/datafusion:vortex-compact	43915978	45311438	0.97

datafusion / parquet (0.992x ➖, 1↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	28860859	30696691	0.94
tpcds_q02/datafusion:parquet	40831022	41442224	0.99
tpcds_q03/datafusion:parquet 🚀	13365784	14855919	0.90
tpcds_q04/datafusion:parquet	261328975	259203255	1.01
tpcds_q05/datafusion:parquet	41257480	41274221	1.00
tpcds_q06/datafusion:parquet	58765180	59297890	0.99
tpcds_q07/datafusion:parquet	79396695	77502125	1.02
tpcds_q08/datafusion:parquet	26333853	26324144	1.00
tpcds_q09/datafusion:parquet	45169775	44338282	1.02
tpcds_q10/datafusion:parquet	71778807	70756833	1.01
tpcds_q11/datafusion:parquet	148618374	148288782	1.00
tpcds_q12/datafusion:parquet	17783194	18028512	0.99
tpcds_q13/datafusion:parquet	74573111	75240594	0.99
tpcds_q14/datafusion:parquet	161557433	165366545	0.98
tpcds_q15/datafusion:parquet	20992653	21607048	0.97
tpcds_q16/datafusion:parquet	23532961	23793364	0.99
tpcds_q17/datafusion:parquet	63460555	66946561	0.95
tpcds_q18/datafusion:parquet	112757167	115510991	0.98
tpcds_q19/datafusion:parquet	22103842	23018969	0.96
tpcds_q20/datafusion:parquet	16279016	16153809	1.01
tpcds_q21/datafusion:parquet	18002413	18815500	0.96
tpcds_q22/datafusion:parquet	139754299	142722078	0.98
tpcds_q23/datafusion:parquet	143463635	150769538	0.95
tpcds_q24/datafusion:parquet	89527876	89821973	1.00
tpcds_q25/datafusion:parquet	63306747	64292170	0.98
tpcds_q26/datafusion:parquet	65575861	66404741	0.99
tpcds_q27/datafusion:parquet	148686475	147340541	1.01
tpcds_q28/datafusion:parquet	45124691	46174536	0.98
tpcds_q29/datafusion:parquet	64625059	67423644	0.96
tpcds_q30/datafusion:parquet	34068581	34900924	0.98
tpcds_q31/datafusion:parquet	64294935	64180220	1.00
tpcds_q32/datafusion:parquet	17579291	18256239	0.96
tpcds_q33/datafusion:parquet	26347265	26737742	0.99
tpcds_q34/datafusion:parquet	21740850	20956235	1.04
tpcds_q35/datafusion:parquet	69844363	71671576	0.97
tpcds_q36/datafusion:parquet	55592556	55844338	1.00
tpcds_q37/datafusion:parquet	18970429	18623524	1.02
tpcds_q38/datafusion:parquet	40593033	43771062	0.93
tpcds_q39/datafusion:parquet	71558069	70276170	1.02
tpcds_q40/datafusion:parquet	23713222	22956636	1.03
tpcds_q41/datafusion:parquet	13222864	13153309	1.01
tpcds_q42/datafusion:parquet	11745242	12075245	0.97
tpcds_q43/datafusion:parquet	16151207	16900045	0.96
tpcds_q44/datafusion:parquet	32809573	31651746	1.04
tpcds_q45/datafusion:parquet	27835696	27314055	1.02
tpcds_q46/datafusion:parquet	31910584	31382797	1.02
tpcds_q47/datafusion:parquet	123997801	122550206	1.01
tpcds_q48/datafusion:parquet	69121377	70611386	0.98
tpcds_q49/datafusion:parquet	54755894	54347395	1.01
tpcds_q50/datafusion:parquet	42396336	42982805	0.99
tpcds_q51/datafusion:parquet	84896849	83379029	1.02
tpcds_q52/datafusion:parquet	12044908	12412792	0.97
tpcds_q53/datafusion:parquet	18537957	17578590	1.05
tpcds_q54/datafusion:parquet	33773122	34268733	0.99
tpcds_q55/datafusion:parquet	11281866	12409344	0.91
tpcds_q56/datafusion:parquet	27297618	27475085	0.99
tpcds_q57/datafusion:parquet	91837635	93980420	0.98
tpcds_q58/datafusion:parquet	48810820	49384197	0.99
tpcds_q59/datafusion:parquet	51945695	53015262	0.98
tpcds_q60/datafusion:parquet	27508307	26850224	1.02
tpcds_q61/datafusion:parquet	42959402	42802984	1.00
tpcds_q62/datafusion:parquet	24767856	24647627	1.00
tpcds_q63/datafusion:parquet	18052822	17416249	1.04
tpcds_q64/datafusion:parquet	501897009	510156848	0.98
tpcds_q65/datafusion:parquet	37651632	37151330	1.01
tpcds_q66/datafusion:parquet	72837960	69163511	1.05
tpcds_q67/datafusion:parquet	141492559	144633920	0.98
tpcds_q68/datafusion:parquet	32163464	32500055	0.99
tpcds_q69/datafusion:parquet	67151562	69273170	0.97
tpcds_q70/datafusion:parquet	86231961	83487037	1.03
tpcds_q71/datafusion:parquet	23034670	22870951	1.01
tpcds_q72/datafusion:parquet	579999233	586715104	0.99
tpcds_q73/datafusion:parquet	21823328	22195431	0.98
tpcds_q74/datafusion:parquet	84373488	81211516	1.04
tpcds_q75/datafusion:parquet	97273573	97634071	1.00
tpcds_q76/datafusion:parquet	29452006	30572621	0.96
tpcds_q77/datafusion:parquet	38030928	39090071	0.97
tpcds_q78/datafusion:parquet	109381905	108336682	1.01
tpcds_q79/datafusion:parquet	27977802	26770148	1.05
tpcds_q80/datafusion:parquet	76601662	77868274	0.98
tpcds_q81/datafusion:parquet	32077263	31499484	1.02
tpcds_q82/datafusion:parquet	19626487	19596833	1.00
tpcds_q83/datafusion:parquet	36399893	38156745	0.95
tpcds_q84/datafusion:parquet	39513139	38781131	1.02
tpcds_q85/datafusion:parquet	145767067	147827080	0.99
tpcds_q86/datafusion:parquet	15329554	15416180	0.99
tpcds_q87/datafusion:parquet	41254842	41589424	0.99
tpcds_q88/datafusion:parquet	59585840	59429940	1.00
tpcds_q89/datafusion:parquet	21199841	21119335	1.00
tpcds_q90/datafusion:parquet	14097971	13960533	1.01
tpcds_q91/datafusion:parquet	59037757	60315446	0.98
tpcds_q92/datafusion:parquet	18475675	18941195	0.98
tpcds_q93/datafusion:parquet	30180111	31108047	0.97
tpcds_q94/datafusion:parquet	20272919	20907617	0.97
tpcds_q95/datafusion:parquet	57343207	57072986	1.00
tpcds_q96/datafusion:parquet	11864610	12721433	0.93
tpcds_q97/datafusion:parquet	29358070	29400398	1.00
tpcds_q98/datafusion:parquet	20977496	21025704	1.00
tpcds_q99/datafusion:parquet	24570318	23959618	1.03

duckdb / vortex-file-compressed (0.984x ➖, 2↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21794449	21338405	1.02
tpcds_q02/duckdb:vortex-file-compressed	36202634	36165805	1.00
tpcds_q03/duckdb:vortex-file-compressed	30129240	32916957	0.92
tpcds_q04/duckdb:vortex-file-compressed	105328565	103992773	1.01
tpcds_q05/duckdb:vortex-file-compressed	36307720	36047050	1.01
tpcds_q06/duckdb:vortex-file-compressed	32965429	32986482	1.00
tpcds_q07/duckdb:vortex-file-compressed	19481263	20687261	0.94
tpcds_q08/duckdb:vortex-file-compressed	28912961	27492898	1.05
tpcds_q09/duckdb:vortex-file-compressed	39989072	39649901	1.01
tpcds_q10/duckdb:vortex-file-compressed	40755307	40753031	1.00
tpcds_q11/duckdb:vortex-file-compressed	59243036	62291219	0.95
tpcds_q12/duckdb:vortex-file-compressed	14486357	14560110	0.99
tpcds_q13/duckdb:vortex-file-compressed	34127543	33668543	1.01
tpcds_q14/duckdb:vortex-file-compressed	107382143	106595263	1.01
tpcds_q15/duckdb:vortex-file-compressed	27102962	26979663	1.00
tpcds_q16/duckdb:vortex-file-compressed	26526626	27379529	0.97
tpcds_q17/duckdb:vortex-file-compressed	42732091	43507151	0.98
tpcds_q18/duckdb:vortex-file-compressed	47626448	48113321	0.99
tpcds_q19/duckdb:vortex-file-compressed	33765779	33500304	1.01
tpcds_q20/duckdb:vortex-file-compressed	15281751	15631202	0.98
tpcds_q21/duckdb:vortex-file-compressed	16960266	17024056	1.00
tpcds_q22/duckdb:vortex-file-compressed	72114696	69693229	1.03
tpcds_q23/duckdb:vortex-file-compressed	99044014	105774716	0.94
tpcds_q24/duckdb:vortex-file-compressed	49866167	51068461	0.98
tpcds_q25/duckdb:vortex-file-compressed	48639821	49416620	0.98
tpcds_q26/duckdb:vortex-file-compressed	40524840	41112387	0.99
tpcds_q27/duckdb:vortex-file-compressed	44986691	48818817	0.92
tpcds_q28/duckdb:vortex-file-compressed	36687023	35633807	1.03
tpcds_q29/duckdb:vortex-file-compressed	41886380	42038735	1.00
tpcds_q30/duckdb:vortex-file-compressed	24167029	24576241	0.98
tpcds_q31/duckdb:vortex-file-compressed	36320446	36420698	1.00
tpcds_q32/duckdb:vortex-file-compressed	14290291	14321648	1.00
tpcds_q33/duckdb:vortex-file-compressed	25252342	24879220	1.01
tpcds_q34/duckdb:vortex-file-compressed	23826592	23325751	1.02
tpcds_q35/duckdb:vortex-file-compressed	62975384	63883958	0.99
tpcds_q36/duckdb:vortex-file-compressed	25817224	25665005	1.01
tpcds_q37/duckdb:vortex-file-compressed	15642464	15851762	0.99
tpcds_q38/duckdb:vortex-file-compressed	36430294	38065181	0.96
tpcds_q39/duckdb:vortex-file-compressed	35535643	33758882	1.05
tpcds_q40/duckdb:vortex-file-compressed	19195131	19745435	0.97
tpcds_q41/duckdb:vortex-file-compressed	13343243	13535352	0.99
tpcds_q42/duckdb:vortex-file-compressed	12943391	14088217	0.92
tpcds_q43/duckdb:vortex-file-compressed	23348537	22548979	1.04
tpcds_q44/duckdb:vortex-file-compressed	21071568	21210764	0.99
tpcds_q45/duckdb:vortex-file-compressed	28778547	30255689	0.95
tpcds_q46/duckdb:vortex-file-compressed	52122548	52248582	1.00
tpcds_q47/duckdb:vortex-file-compressed	45851375	47014042	0.98
tpcds_q48/duckdb:vortex-file-compressed	29948483	31724627	0.94
tpcds_q49/duckdb:vortex-file-compressed	34258304	34061435	1.01
tpcds_q50/duckdb:vortex-file-compressed	33952656	34355333	0.99
tpcds_q51/duckdb:vortex-file-compressed	97217825	99132075	0.98
tpcds_q52/duckdb:vortex-file-compressed	12756235	12798311	1.00
tpcds_q53/duckdb:vortex-file-compressed	23103190	23308561	0.99
tpcds_q54/duckdb:vortex-file-compressed	28559409	29641089	0.96
tpcds_q55/duckdb:vortex-file-compressed	12998571	13251604	0.98
tpcds_q56/duckdb:vortex-file-compressed	24247343	25591638	0.95
tpcds_q57/duckdb:vortex-file-compressed	39231598	39278913	1.00
tpcds_q58/duckdb:vortex-file-compressed	28370159	29853575	0.95
tpcds_q59/duckdb:vortex-file-compressed	67373884	66033554	1.02
tpcds_q60/duckdb:vortex-file-compressed	26222978	26912704	0.97
tpcds_q61/duckdb:vortex-file-compressed	32666211	35358552	0.92
tpcds_q62/duckdb:vortex-file-compressed	17549141	17382254	1.01
tpcds_q63/duckdb:vortex-file-compressed	21347584	21646673	0.99
tpcds_q64/duckdb:vortex-file-compressed	87368213	84839140	1.03
tpcds_q65/duckdb:vortex-file-compressed	22833790	22138892	1.03
tpcds_q66/duckdb:vortex-file-compressed	29792845	29814292	1.00
tpcds_q67/duckdb:vortex-file-compressed	135495003	138513125	0.98
tpcds_q68/duckdb:vortex-file-compressed	41907640	42036589	1.00
tpcds_q69/duckdb:vortex-file-compressed	41357371	41449205	1.00
tpcds_q70/duckdb:vortex-file-compressed	26189359	26740312	0.98
tpcds_q71/duckdb:vortex-file-compressed	21171698	20855101	1.02
tpcds_q72/duckdb:vortex-file-compressed	171472521	169792586	1.01
tpcds_q73/duckdb:vortex-file-compressed	22751255	24329855	0.94
tpcds_q74/duckdb:vortex-file-compressed	73060480	74171471	0.99
tpcds_q75/duckdb:vortex-file-compressed	55741235	57211911	0.97
tpcds_q76/duckdb:vortex-file-compressed	18806364	20304607	0.93
tpcds_q77/duckdb:vortex-file-compressed	26660883	26186556	1.02
tpcds_q78/duckdb:vortex-file-compressed	74787936	74660850	1.00
tpcds_q79/duckdb:vortex-file-compressed	32721052	33657977	0.97
tpcds_q80/duckdb:vortex-file-compressed	47069365	47349587	0.99
tpcds_q81/duckdb:vortex-file-compressed	28109108	28016896	1.00
tpcds_q82/duckdb:vortex-file-compressed	16767497	17328244	0.97
tpcds_q83/duckdb:vortex-file-compressed	24387009	24855942	0.98
tpcds_q84/duckdb:vortex-file-compressed	19412525	20439723	0.95
tpcds_q85/duckdb:vortex-file-compressed	45550196	46456316	0.98
tpcds_q86/duckdb:vortex-file-compressed	17730575	17311648	1.02
tpcds_q87/duckdb:vortex-file-compressed	39017038	41617569	0.94
tpcds_q88/duckdb:vortex-file-compressed	34490604	34462984	1.00
tpcds_q89/duckdb:vortex-file-compressed	23206226	22642392	1.02
tpcds_q90/duckdb:vortex-file-compressed	12754900	12893206	0.99
tpcds_q91/duckdb:vortex-file-compressed	30684396	30724784	1.00
tpcds_q92/duckdb:vortex-file-compressed 🚀	21307357	24580674	0.87
tpcds_q93/duckdb:vortex-file-compressed	29438024	30437470	0.97
tpcds_q94/duckdb:vortex-file-compressed	23888256	24001031	1.00
tpcds_q95/duckdb:vortex-file-compressed 🚀	122196938	144310907	0.85
tpcds_q96/duckdb:vortex-file-compressed	12716593	13964622	0.91
tpcds_q97/duckdb:vortex-file-compressed	38417669	37500203	1.02
tpcds_q98/duckdb:vortex-file-compressed	18290333	18579153	0.98
tpcds_q99/duckdb:vortex-file-compressed	27784726	28060999	0.99

duckdb / vortex-compact (0.984x ➖, 2↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	24483381	23238148	1.05
tpcds_q02/duckdb:vortex-compact 🚀	31901152	40908410	0.78
tpcds_q03/duckdb:vortex-compact	56858577	59262814	0.96
tpcds_q04/duckdb:vortex-compact	119392398	117821722	1.01
tpcds_q05/duckdb:vortex-compact	51556859	55882601	0.92
tpcds_q06/duckdb:vortex-compact	40716698	40273465	1.01
tpcds_q07/duckdb:vortex-compact	34605555	34621477	1.00
tpcds_q08/duckdb:vortex-compact	47307177	46103743	1.03
tpcds_q09/duckdb:vortex-compact	58399997	57974009	1.01
tpcds_q10/duckdb:vortex-compact	60697436	63810711	0.95
tpcds_q11/duckdb:vortex-compact	69484927	72384416	0.96
tpcds_q12/duckdb:vortex-compact	22158777	24343814	0.91
tpcds_q13/duckdb:vortex-compact	59652156	58479223	1.02
tpcds_q14/duckdb:vortex-compact	137560975	133251764	1.03
tpcds_q15/duckdb:vortex-compact	31648363	32153097	0.98
tpcds_q16/duckdb:vortex-compact	31026901	33274811	0.93
tpcds_q17/duckdb:vortex-compact	54185859	56101336	0.97
tpcds_q18/duckdb:vortex-compact	61631956	58152352	1.06
tpcds_q19/duckdb:vortex-compact	50964412	52745687	0.97
tpcds_q20/duckdb:vortex-compact	20138556	20223151	1.00
tpcds_q21/duckdb:vortex-compact	18853544	18868350	1.00
tpcds_q22/duckdb:vortex-compact	76596378	76319970	1.00
tpcds_q23/duckdb:vortex-compact	119300487	127270732	0.94
tpcds_q24/duckdb:vortex-compact	63993960	64630215	0.99
tpcds_q25/duckdb:vortex-compact	80886869	80013696	1.01
tpcds_q26/duckdb:vortex-compact	51153005	53478673	0.96
tpcds_q27/duckdb:vortex-compact	68865471	71203758	0.97
tpcds_q28/duckdb:vortex-compact	82803121	86511079	0.96
tpcds_q29/duckdb:vortex-compact	54163075	54402227	1.00
tpcds_q30/duckdb:vortex-compact	29920512	28112688	1.06
tpcds_q31/duckdb:vortex-compact	45860044	46343475	0.99
tpcds_q32/duckdb:vortex-compact	23270174	23198802	1.00
tpcds_q33/duckdb:vortex-compact	38651794	36427368	1.06
tpcds_q34/duckdb:vortex-compact	39926451	39510256	1.01
tpcds_q35/duckdb:vortex-compact	81487667	83827493	0.97
tpcds_q36/duckdb:vortex-compact	42324089	42159219	1.00
tpcds_q37/duckdb:vortex-compact	23684192	25764377	0.92
tpcds_q38/duckdb:vortex-compact	47859297	48791859	0.98
tpcds_q39/duckdb:vortex-compact 🚨	40854638	36278977	1.13
tpcds_q40/duckdb:vortex-compact	25663283	25417039	1.01
tpcds_q41/duckdb:vortex-compact	15653922	15834957	0.99
tpcds_q42/duckdb:vortex-compact	22612489	23446079	0.96
tpcds_q43/duckdb:vortex-compact	35200543	38713525	0.91
tpcds_q44/duckdb:vortex-compact	31481114	29853717	1.05
tpcds_q45/duckdb:vortex-compact	37861438	39465919	0.96
tpcds_q46/duckdb:vortex-compact	71904042	71495825	1.01
tpcds_q47/duckdb:vortex-compact	62687999	62205982	1.01
tpcds_q48/duckdb:vortex-compact	53238866	54656640	0.97
tpcds_q49/duckdb:vortex-compact	58190068	56182469	1.04
tpcds_q50/duckdb:vortex-compact	46841351	47578233	0.98
tpcds_q51/duckdb:vortex-compact	108259415	107805639	1.00
tpcds_q52/duckdb:vortex-compact	22701228	22730042	1.00
tpcds_q53/duckdb:vortex-compact	38246381	41705583	0.92
tpcds_q54/duckdb:vortex-compact	40846918	41688291	0.98
tpcds_q55/duckdb:vortex-compact	23125946	23142263	1.00
tpcds_q56/duckdb:vortex-compact	37604640	37342192	1.01
tpcds_q57/duckdb:vortex-compact	43903489	43520239	1.01
tpcds_q58/duckdb:vortex-compact	43961096	43667250	1.01
tpcds_q59/duckdb:vortex-compact	89313682	90347861	0.99
tpcds_q60/duckdb:vortex-compact	39189599	39216187	1.00
tpcds_q61/duckdb:vortex-compact	64031744	66858980	0.96
tpcds_q62/duckdb:vortex-compact	27160445	26881148	1.01
tpcds_q63/duckdb:vortex-compact	37847269	39116887	0.97
tpcds_q64/duckdb:vortex-compact	117266672	120270611	0.98
tpcds_q65/duckdb:vortex-compact	33039590	33531790	0.99
tpcds_q66/duckdb:vortex-compact	40065358	40055182	1.00
tpcds_q67/duckdb:vortex-compact	148915293	152588920	0.98
tpcds_q68/duckdb:vortex-compact	61185621	64592439	0.95
tpcds_q69/duckdb:vortex-compact	64706353	64178443	1.01
tpcds_q70/duckdb:vortex-compact	37260218	37926746	0.98
tpcds_q71/duckdb:vortex-compact	34436718	35334344	0.97
tpcds_q72/duckdb:vortex-compact	189641961	190533610	1.00
tpcds_q73/duckdb:vortex-compact	37374934	39534394	0.95
tpcds_q74/duckdb:vortex-compact	80937328	83079360	0.97
tpcds_q75/duckdb:vortex-compact	71363366	75250674	0.95
tpcds_q76/duckdb:vortex-compact	36965011	36542959	1.01
tpcds_q77/duckdb:vortex-compact	41054874	42681140	0.96
tpcds_q78/duckdb:vortex-compact	88642768	88255306	1.00
tpcds_q79/duckdb:vortex-compact	55833319	55011592	1.01
tpcds_q80/duckdb:vortex-compact	78930999	85565909	0.92
tpcds_q81/duckdb:vortex-compact	33410779	34141872	0.98
tpcds_q82/duckdb:vortex-compact 🚀	24404114	27316195	0.89
tpcds_q83/duckdb:vortex-compact	33367462	31978774	1.04
tpcds_q84/duckdb:vortex-compact	26674164	26986694	0.99
tpcds_q85/duckdb:vortex-compact	56270198	61259673	0.92
tpcds_q86/duckdb:vortex-compact	22888892	22595176	1.01
tpcds_q87/duckdb:vortex-compact	49573529	51918157	0.95
tpcds_q88/duckdb:vortex-compact	41405889	41263166	1.00
tpcds_q89/duckdb:vortex-compact	38253366	39219575	0.98
tpcds_q90/duckdb:vortex-compact	15325539	15526409	0.99
tpcds_q91/duckdb:vortex-compact	52159345	52612115	0.99
tpcds_q92/duckdb:vortex-compact	57283137	57072045	1.00
tpcds_q93/duckdb:vortex-compact	31931522	30413162	1.05
tpcds_q94/duckdb:vortex-compact	29915942	32369857	0.92
tpcds_q95/duckdb:vortex-compact	149799269	156919270	0.95
tpcds_q96/duckdb:vortex-compact	19086155	18217273	1.05
tpcds_q97/duckdb:vortex-compact	44169907	44218400	1.00
tpcds_q98/duckdb:vortex-compact	29870318	29599521	1.01
tpcds_q99/duckdb:vortex-compact	31217360	32571984	0.96

duckdb / parquet (0.997x ➖, 1↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	29831495	28062690	1.06
tpcds_q02/duckdb:parquet	22408415	23036852	0.97
tpcds_q03/duckdb:parquet	10968344	11395621	0.96
tpcds_q04/duckdb:parquet	165970381	166187593	1.00
tpcds_q05/duckdb:parquet	28652353	30571469	0.94
tpcds_q06/duckdb:parquet	27268229	26840454	1.02
tpcds_q07/duckdb:parquet	20648950	20838255	0.99
tpcds_q08/duckdb:parquet	26116412	26942169	0.97
tpcds_q09/duckdb:parquet	39486559	38737505	1.02
tpcds_q10/duckdb:parquet	33099349	32668792	1.01
tpcds_q11/duckdb:parquet	88144874	88963421	0.99
tpcds_q12/duckdb:parquet	13707697	14447203	0.95
tpcds_q13/duckdb:parquet	32560657	32914228	0.99
tpcds_q14/duckdb:parquet	99101122	98459537	1.01
tpcds_q15/duckdb:parquet	28748513	28509587	1.01
tpcds_q16/duckdb:parquet	20441445	20375110	1.00
tpcds_q17/duckdb:parquet	36713785	35880493	1.02
tpcds_q18/duckdb:parquet	46402446	45155420	1.03
tpcds_q19/duckdb:parquet	27924578	28671532	0.97
tpcds_q20/duckdb:parquet	15441144	15284778	1.01
tpcds_q21/duckdb:parquet 🚀	10032212	12003040	0.84
tpcds_q22/duckdb:parquet	70164694	67563935	1.04
tpcds_q23/duckdb:parquet	79335286	80877036	0.98
tpcds_q24/duckdb:parquet	44529665	44575767	1.00
tpcds_q25/duckdb:parquet	33543467	33073942	1.01
tpcds_q26/duckdb:parquet	35169146	35316350	1.00
tpcds_q27/duckdb:parquet	48718251	48126272	1.01
tpcds_q28/duckdb:parquet	36985728	37054387	1.00
tpcds_q29/duckdb:parquet	36928000	36385515	1.01
tpcds_q30/duckdb:parquet	34918570	34665425	1.01
tpcds_q31/duckdb:parquet	22912479	22731514	1.01
tpcds_q32/duckdb:parquet	10659574	11513775	0.93
tpcds_q33/duckdb:parquet	20078397	20908802	0.96
tpcds_q34/duckdb:parquet	19992753	19990910	1.00
tpcds_q35/duckdb:parquet	58883093	56728026	1.04
tpcds_q36/duckdb:parquet	19167878	19487183	0.98
tpcds_q37/duckdb:parquet	11416591	12356501	0.92
tpcds_q38/duckdb:parquet	31963672	32494992	0.98
tpcds_q39/duckdb:parquet	28542945	29193876	0.98
tpcds_q40/duckdb:parquet	16986290	17432654	0.97
tpcds_q41/duckdb:parquet	7319611	7453836	0.98
tpcds_q42/duckdb:parquet	9881286	9856323	1.00
tpcds_q43/duckdb:parquet	14785778	14957217	0.99
tpcds_q44/duckdb:parquet	22596680	21787142	1.04
tpcds_q45/duckdb:parquet	25692116	24608347	1.04
tpcds_q46/duckdb:parquet	44935134	46181822	0.97
tpcds_q47/duckdb:parquet	43480045	43045905	1.01
tpcds_q48/duckdb:parquet	28851401	28749952	1.00
tpcds_q49/duckdb:parquet	23592233	24549915	0.96
tpcds_q50/duckdb:parquet	23913693	23996829	1.00
tpcds_q51/duckdb:parquet	92530653	94143274	0.98
tpcds_q52/duckdb:parquet	10455793	10128268	1.03
tpcds_q53/duckdb:parquet	15156074	14703383	1.03
tpcds_q54/duckdb:parquet	24035288	24136213	1.00
tpcds_q55/duckdb:parquet	9642384	9625639	1.00
tpcds_q56/duckdb:parquet	20115239	20579817	0.98
tpcds_q57/duckdb:parquet	33543248	34229258	0.98
tpcds_q58/duckdb:parquet	21750963	21401521	1.02
tpcds_q59/duckdb:parquet	35330968	35207408	1.00
tpcds_q60/duckdb:parquet	21071738	21280549	0.99
tpcds_q61/duckdb:parquet	30756851	30352483	1.01
tpcds_q62/duckdb:parquet	11603418	11195955	1.04
tpcds_q63/duckdb:parquet	13712500	13890940	0.99
tpcds_q64/duckdb:parquet	72959190	72486616	1.01
tpcds_q65/duckdb:parquet	19017161	19546407	0.97
tpcds_q66/duckdb:parquet	27668241	29168367	0.95
tpcds_q67/duckdb:parquet	133341478	134830899	0.99
tpcds_q68/duckdb:parquet	35432296	36571723	0.97
tpcds_q69/duckdb:parquet	35089189	35042813	1.00
tpcds_q70/duckdb:parquet	19696728	19919752	0.99
tpcds_q71/duckdb:parquet	19222061	19238042	1.00
tpcds_q72/duckdb:parquet	171883221	165689245	1.04
tpcds_q73/duckdb:parquet	17290668	18353060	0.94
tpcds_q74/duckdb:parquet	127988126	127900254	1.00
tpcds_q75/duckdb:parquet	51849370	51816752	1.00
tpcds_q76/duckdb:parquet	18797876	18748505	1.00
tpcds_q77/duckdb:parquet	21019465	21346660	0.98
tpcds_q78/duckdb:parquet	73257725	73532710	1.00
tpcds_q79/duckdb:parquet	27235143	26154690	1.04
tpcds_q80/duckdb:parquet	39145502	39752592	0.98
tpcds_q81/duckdb:parquet	31410802	31253535	1.01
tpcds_q82/duckdb:parquet	13201016	13097915	1.01
tpcds_q83/duckdb:parquet	16496902	15673747	1.05
tpcds_q84/duckdb:parquet	19043840	18059038	1.05
tpcds_q85/duckdb:parquet	37917233	38468375	0.99
tpcds_q86/duckdb:parquet	11809280	11875446	0.99
tpcds_q87/duckdb:parquet	36158074	36718128	0.98
tpcds_q88/duckdb:parquet	48160702	48576040	0.99
tpcds_q89/duckdb:parquet	17043299	15995176	1.07
tpcds_q90/duckdb:parquet	7340606	8082929	0.91
tpcds_q91/duckdb:parquet	22204921	21739077	1.02
tpcds_q92/duckdb:parquet	11160338	10942388	1.02
tpcds_q93/duckdb:parquet	28596578	29067358	0.98
tpcds_q94/duckdb:parquet	16116980	15416754	1.05
tpcds_q95/duckdb:parquet	141596486	129306010	1.10
tpcds_q96/duckdb:parquet	8358070	8480120	0.99
tpcds_q97/duckdb:parquet	35958455	33762898	1.07
tpcds_q98/duckdb:parquet	17274592	18848460	0.92
tpcds_q99/duckdb:parquet	19985765	19176951	1.04

duckdb / duckdb (1.000x ➖, 0↑ 3↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19509086	20823860	0.94
tpcds_q02/duckdb:duckdb	18375162	17875915	1.03
tpcds_q03/duckdb:duckdb	8182180	8295535	0.99
tpcds_q04/duckdb:duckdb	172347344	173524525	0.99
tpcds_q05/duckdb:duckdb	18712016	19158545	0.98
tpcds_q06/duckdb:duckdb	22402773	22146115	1.01
tpcds_q07/duckdb:duckdb	37331973	37655676	0.99
tpcds_q08/duckdb:duckdb	119948164	120188110	1.00
tpcds_q09/duckdb:duckdb	19581752	20007523	0.98
tpcds_q10/duckdb:duckdb	23451145	22671286	1.03
tpcds_q11/duckdb:duckdb	86151036	90310875	0.95
tpcds_q12/duckdb:duckdb	11617643	11271897	1.03
tpcds_q13/duckdb:duckdb	24077528	24142161	1.00
tpcds_q14/duckdb:duckdb	92961749	92016092	1.01
tpcds_q15/duckdb:duckdb	24295259	24717614	0.98
tpcds_q16/duckdb:duckdb	16603776	16527789	1.00
tpcds_q17/duckdb:duckdb	21587809	22747347	0.95
tpcds_q18/duckdb:duckdb	43072920	45383340	0.95
tpcds_q19/duckdb:duckdb	17439275	16752346	1.04
tpcds_q20/duckdb:duckdb	11546703	11377398	1.01
tpcds_q21/duckdb:duckdb	6972402	6664374	1.05
tpcds_q22/duckdb:duckdb	61286639	62939356	0.97
tpcds_q23/duckdb:duckdb	80289993	82159035	0.98
tpcds_q24/duckdb:duckdb	24412445	24010665	1.02
tpcds_q25/duckdb:duckdb	16596341	17583808	0.94
tpcds_q26/duckdb:duckdb	26462298	26440629	1.00
tpcds_q27/duckdb:duckdb	35999764	37139441	0.97
tpcds_q28/duckdb:duckdb	22155921	22226279	1.00
tpcds_q29/duckdb:duckdb	20890041	20592010	1.01
tpcds_q30/duckdb:duckdb	28500707	28864639	0.99
tpcds_q31/duckdb:duckdb	48436895	49270115	0.98
tpcds_q32/duckdb:duckdb	7457201	7515531	0.99
tpcds_q33/duckdb:duckdb	12787587	12318582	1.04
tpcds_q34/duckdb:duckdb	14862543	14632311	1.02
tpcds_q35/duckdb:duckdb	31928960	32739070	0.98
tpcds_q36/duckdb:duckdb	70181850	68733830	1.02
tpcds_q37/duckdb:duckdb	7836242	7274169	1.08
tpcds_q38/duckdb:duckdb	30473635	31156614	0.98
tpcds_q39/duckdb:duckdb	25003750	25932951	0.96
tpcds_q40/duckdb:duckdb	12374177	13210497	0.94
tpcds_q41/duckdb:duckdb	8456990	9190396	0.92
tpcds_q42/duckdb:duckdb	6713587	6692187	1.00
tpcds_q43/duckdb:duckdb	11122382	11348330	0.98
tpcds_q44/duckdb:duckdb	13341676	12956084	1.03
tpcds_q45/duckdb:duckdb	17341448	16590083	1.05
tpcds_q46/duckdb:duckdb	36322427	37281068	0.97
tpcds_q47/duckdb:duckdb	39679083	39499427	1.00
tpcds_q48/duckdb:duckdb	22265492	23297341	0.96
tpcds_q49/duckdb:duckdb	16832853	17049207	0.99
tpcds_q50/duckdb:duckdb	14678105	14039516	1.05
tpcds_q51/duckdb:duckdb	90220316	90641605	1.00
tpcds_q52/duckdb:duckdb	7253033	7447122	0.97
tpcds_q53/duckdb:duckdb	12929828	13337339	0.97
tpcds_q54/duckdb:duckdb	16151339	15791341	1.02
tpcds_q55/duckdb:duckdb	7013242	6987639	1.00
tpcds_q56/duckdb:duckdb	13235419	14276726	0.93
tpcds_q57/duckdb:duckdb	32331638	32565285	0.99
tpcds_q58/duckdb:duckdb	12497103	12220691	1.02
tpcds_q59/duckdb:duckdb	35311969	35141464	1.00
tpcds_q60/duckdb:duckdb	15219551	14471463	1.05
tpcds_q61/duckdb:duckdb	14808444	14537490	1.02
tpcds_q62/duckdb:duckdb	9186969	9595950	0.96
tpcds_q63/duckdb:duckdb	13138538	12658887	1.04
tpcds_q64/duckdb:duckdb	54567210	52587085	1.04
tpcds_q65/duckdb:duckdb	34928838	34649515	1.01
tpcds_q66/duckdb:duckdb	25581318	25718239	0.99
tpcds_q67/duckdb:duckdb	129312872	130931458	0.99
tpcds_q68/duckdb:duckdb	25187667	25347549	0.99
tpcds_q69/duckdb:duckdb	24656783	25161676	0.98
tpcds_q70/duckdb:duckdb	14037741	14507854	0.97
tpcds_q71/duckdb:duckdb 🚨	13214779	11496198	1.15
tpcds_q72/duckdb:duckdb	40851863	43469252	0.94
tpcds_q73/duckdb:duckdb	11641888	10762081	1.08
tpcds_q74/duckdb:duckdb	143109466	145154869	0.99
tpcds_q75/duckdb:duckdb	41713923	40917715	1.02
tpcds_q76/duckdb:duckdb	11822035	12238182	0.97
tpcds_q77/duckdb:duckdb	12020944	12101870	0.99
tpcds_q78/duckdb:duckdb	62262363	59854296	1.04
tpcds_q79/duckdb:duckdb	17615202	18842553	0.93
tpcds_q80/duckdb:duckdb	27286306	26587094	1.03
tpcds_q81/duckdb:duckdb	36666993	35989887	1.02
tpcds_q82/duckdb:duckdb	8330601	8027765	1.04
tpcds_q83/duckdb:duckdb	9022495	9067357	1.00
tpcds_q84/duckdb:duckdb	13643964	13647121	1.00
tpcds_q85/duckdb:duckdb	23513682	23938011	0.98
tpcds_q86/duckdb:duckdb	10323841	10073201	1.02
tpcds_q87/duckdb:duckdb	36220557	34040960	1.06
tpcds_q88/duckdb:duckdb	25557276	25893983	0.99
tpcds_q89/duckdb:duckdb	14519040	14450380	1.00
tpcds_q90/duckdb:duckdb	5381380	5448786	0.99
tpcds_q91/duckdb:duckdb	12453618	13428451	0.93
tpcds_q92/duckdb:duckdb	8932510	8851223	1.01
tpcds_q93/duckdb:duckdb 🚨	22663171	20552976	1.10
tpcds_q94/duckdb:duckdb	13130877	12345171	1.06
tpcds_q95/duckdb:duckdb 🚨	125399984	110191329	1.14
tpcds_q96/duckdb:duckdb	4485253	4711347	0.95
tpcds_q97/duckdb:duckdb	30668300	31429159	0.98
tpcds_q98/duckdb:duckdb	13697963	14176279	0.97
tpcds_q99/duckdb:duckdb	16483968	16410791	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+9.7%	-0.0%	+9.7%	+25.5%	➖ noise
1	datafusion:vortex-file-compressed	+1.0%	-0.0%	+1.0%	+22.3%	➖ noise
1	duckdb:duckdb	-6.3%	-0.0%	-6.3%	+23.8%	➖ noise
1	duckdb:vortex-compact	+5.4%	-0.0%	+5.4%	+23.6%	➖ noise
1	duckdb:vortex-file-compressed	+2.1%	-0.0%	+2.2%	+35.9%	➖ noise
2	datafusion:vortex-compact	+2.4%	-2.1%	+4.6%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.3%	-2.1%	+0.8%	+10.0%	➖ noise
2	duckdb:duckdb	+2.8%	-2.1%	+5.0%	+10.0%	➖ noise
2	duckdb:vortex-compact	-22.0%	-2.1%	-20.3%	+23.9%	✅ faster
2	duckdb:vortex-file-compressed	+0.1%	-2.1%	+2.3%	+28.0%	➖ noise
3	datafusion:vortex-compact	-1.7%	-6.9%	+5.6%	+13.4%	➖ noise
3	datafusion:vortex-file-compressed	+0.3%	-6.9%	+7.8%	+15.9%	➖ noise
3	duckdb:duckdb	-1.4%	-6.9%	+6.0%	+14.0%	➖ noise
3	duckdb:vortex-compact	-4.1%	-6.9%	+3.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-8.5%	-6.9%	-1.6%	+14.4%	➖ noise
4	datafusion:vortex-compact	+13.2%	+0.3%	+12.8%	+10.0%	🚨 regression
4	datafusion:vortex-file-compressed	+6.0%	+0.3%	+5.7%	+10.0%	➖ noise
4	duckdb:duckdb	-0.7%	+0.3%	-1.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.3%	+0.3%	+1.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.3%	+0.3%	+0.9%	+12.5%	➖ noise
5	datafusion:vortex-compact	-3.1%	-3.2%	+0.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.4%	-3.2%	+3.8%	+10.0%	➖ noise
5	duckdb:duckdb	-2.3%	-3.2%	+0.9%	+12.3%	➖ noise
5	duckdb:vortex-compact	-7.7%	-3.2%	-4.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.7%	-3.2%	+4.1%	+10.8%	➖ noise
6	datafusion:vortex-compact	+0.3%	+0.3%	-0.0%	+12.3%	➖ noise
6	datafusion:vortex-file-compressed	+3.1%	+0.3%	+2.8%	+10.0%	➖ noise
6	duckdb:duckdb	+1.2%	+0.3%	+0.8%	+13.3%	➖ noise
6	duckdb:vortex-compact	+1.1%	+0.3%	+0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.1%	+0.3%	-0.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	+8.4%	+0.8%	+7.6%	+12.9%	➖ noise
7	datafusion:vortex-file-compressed	+2.9%	+0.8%	+2.1%	+10.0%	➖ noise
7	duckdb:duckdb	-0.9%	+0.8%	-1.6%	+17.7%	➖ noise
7	duckdb:vortex-compact	-0.0%	+0.8%	-0.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-5.8%	+0.8%	-6.5%	+27.3%	➖ noise
8	datafusion:vortex-compact	+1.5%	-1.5%	+3.1%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.5%	-1.5%	+2.0%	+10.0%	➖ noise
8	duckdb:duckdb	-0.2%	-1.5%	+1.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.6%	-1.5%	+4.2%	+13.3%	➖ noise
8	duckdb:vortex-file-compressed	+5.2%	-1.5%	+6.8%	+10.0%	➖ noise
9	datafusion:vortex-compact	+6.8%	+1.9%	+4.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.5%	+1.9%	+1.6%	+10.0%	➖ noise
9	duckdb:duckdb	-2.1%	+1.9%	-4.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.7%	+1.9%	-1.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.9%	+1.9%	-1.0%	+11.6%	➖ noise
10	datafusion:vortex-compact	+38.8%	+1.4%	+36.9%	+10.0%	🚨 regression
10	datafusion:vortex-file-compressed	+26.9%	+1.4%	+25.1%	+10.0%	🚨 regression
10	duckdb:duckdb	+3.4%	+1.4%	+2.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	-4.9%	+1.4%	-6.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.0%	+1.4%	-1.4%	+10.0%	➖ noise
11	datafusion:vortex-compact	+13.8%	-0.4%	+14.2%	+10.0%	🚨 regression
11	datafusion:vortex-file-compressed	+4.9%	-0.4%	+5.2%	+10.0%	➖ noise
11	duckdb:duckdb	-4.6%	-0.4%	-4.3%	+13.2%	➖ noise
11	duckdb:vortex-compact	-4.0%	-0.4%	-3.7%	+14.2%	➖ noise
11	duckdb:vortex-file-compressed	-4.9%	-0.4%	-4.6%	+13.0%	➖ noise
12	datafusion:vortex-compact	-0.9%	-3.3%	+2.4%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+0.2%	-3.3%	+3.5%	+10.0%	➖ noise
12	duckdb:duckdb	+3.1%	-3.3%	+6.5%	+12.0%	➖ noise
12	duckdb:vortex-compact	-9.0%	-3.3%	-5.9%	+14.6%	➖ noise
12	duckdb:vortex-file-compressed	-0.5%	-3.3%	+2.8%	+10.8%	➖ noise
13	datafusion:vortex-compact	+2.4%	-1.0%	+3.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+3.4%	-1.0%	+4.4%	+10.0%	➖ noise
13	duckdb:duckdb	-0.3%	-1.0%	+0.7%	+11.6%	➖ noise
13	duckdb:vortex-compact	+2.0%	-1.0%	+3.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+1.4%	-1.0%	+2.4%	+10.0%	➖ noise
14	datafusion:vortex-compact	-1.2%	-0.8%	-0.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.8%	-0.8%	+2.7%	+10.0%	➖ noise
14	duckdb:duckdb	+1.0%	-0.8%	+1.9%	+10.0%	➖ noise
14	duckdb:vortex-compact	+3.2%	-0.8%	+4.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.7%	-0.8%	+1.6%	+10.0%	➖ noise
15	datafusion:vortex-compact	+3.2%	-1.0%	+4.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.1%	-1.0%	+0.9%	+10.0%	➖ noise
15	duckdb:duckdb	-1.7%	-1.0%	-0.7%	+10.0%	➖ noise
15	duckdb:vortex-compact	-1.6%	-1.0%	-0.6%	+10.1%	➖ noise
15	duckdb:vortex-file-compressed	+0.5%	-1.0%	+1.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	-2.6%	-0.4%	-2.2%	+11.4%	➖ noise
16	datafusion:vortex-file-compressed	+5.4%	-0.4%	+5.8%	+10.0%	➖ noise
16	duckdb:duckdb	+0.5%	-0.4%	+0.9%	+10.0%	➖ noise
16	duckdb:vortex-compact	-6.8%	-0.4%	-6.4%	+17.9%	➖ noise
16	duckdb:vortex-file-compressed	-3.1%	-0.4%	-2.7%	+10.0%	➖ noise
17	datafusion:vortex-compact	+6.7%	-1.5%	+8.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+5.1%	-1.5%	+6.7%	+10.0%	➖ noise
17	duckdb:duckdb	-5.1%	-1.5%	-3.6%	+10.2%	➖ noise
17	duckdb:vortex-compact	-3.4%	-1.5%	-1.9%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-1.8%	-1.5%	-0.3%	+16.0%	➖ noise
18	datafusion:vortex-compact	+2.3%	+0.2%	+2.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.8%	+0.2%	+1.6%	+12.7%	➖ noise
18	duckdb:duckdb	-5.1%	+0.2%	-5.2%	+10.0%	➖ noise
18	duckdb:vortex-compact	+6.0%	+0.2%	+5.8%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.0%	+0.2%	-1.2%	+11.2%	➖ noise
19	datafusion:vortex-compact	+1.1%	-3.3%	+4.6%	+10.4%	➖ noise
19	datafusion:vortex-file-compressed	+0.5%	-3.3%	+3.9%	+10.0%	➖ noise
19	duckdb:duckdb	+4.1%	-3.3%	+7.6%	+13.8%	➖ noise
19	duckdb:vortex-compact	-3.4%	-3.3%	-0.1%	+13.3%	➖ noise
19	duckdb:vortex-file-compressed	+0.8%	-3.3%	+4.2%	+10.0%	➖ noise
20	datafusion:vortex-compact	+2.2%	+0.9%	+1.3%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+4.8%	+0.9%	+3.8%	+10.0%	➖ noise
20	duckdb:duckdb	+1.5%	+0.9%	+0.6%	+11.1%	➖ noise
20	duckdb:vortex-compact	-0.4%	+0.9%	-1.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-2.2%	+0.9%	-3.1%	+10.0%	➖ noise
21	datafusion:vortex-compact	+6.3%	-10.6%	+18.9%	+10.9%	🚨 regression
21	datafusion:vortex-file-compressed	+0.2%	-10.6%	+12.1%	+11.0%	🚨 regression
21	duckdb:duckdb	+4.6%	-10.6%	+17.0%	+16.3%	🚨 regression
21	duckdb:vortex-compact	-0.1%	-10.6%	+11.7%	+16.8%	➖ noise
21	duckdb:vortex-file-compressed	-0.4%	-10.6%	+11.4%	+11.7%	➖ noise
22	datafusion:vortex-compact	+5.9%	+0.8%	+5.0%	+18.7%	➖ noise
22	datafusion:vortex-file-compressed	+7.1%	+0.8%	+6.2%	+16.7%	➖ noise
22	duckdb:duckdb	-2.6%	+0.8%	-3.4%	+13.2%	➖ noise
22	duckdb:vortex-compact	+0.4%	+0.8%	-0.5%	+15.2%	➖ noise
22	duckdb:vortex-file-compressed	+3.5%	+0.8%	+2.6%	+14.9%	➖ noise
23	datafusion:vortex-compact	+7.1%	-3.4%	+10.8%	+10.0%	🚨 regression
23	datafusion:vortex-file-compressed	+0.8%	-3.4%	+4.3%	+10.0%	➖ noise
23	duckdb:duckdb	-2.3%	-3.4%	+1.2%	+24.3%	➖ noise
23	duckdb:vortex-compact	-6.3%	-3.4%	-3.0%	+17.8%	➖ noise
23	duckdb:vortex-file-compressed	-6.4%	-3.4%	-3.1%	+16.3%	➖ noise
24	datafusion:vortex-compact	+10.3%	-0.2%	+10.6%	+10.0%	🚨 regression
24	datafusion:vortex-file-compressed	+1.1%	-0.2%	+1.3%	+10.0%	➖ noise
24	duckdb:duckdb	+1.7%	-0.2%	+1.9%	+10.0%	➖ noise
24	duckdb:vortex-compact	-1.0%	-0.2%	-0.8%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-2.4%	-0.2%	-2.1%	+12.0%	➖ noise
25	datafusion:vortex-compact	+5.7%	-0.1%	+5.8%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+1.5%	-0.1%	+1.6%	+10.0%	➖ noise
25	duckdb:duckdb	-5.6%	-0.1%	-5.6%	+10.0%	➖ noise
25	duckdb:vortex-compact	+1.1%	-0.1%	+1.2%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-1.6%	-0.1%	-1.5%	+10.0%	➖ noise
26	datafusion:vortex-compact	+7.1%	-0.8%	+8.0%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-5.7%	-0.8%	-4.9%	+12.6%	➖ noise
26	duckdb:duckdb	+0.1%	-0.8%	+0.9%	+11.3%	➖ noise
26	duckdb:vortex-compact	-4.3%	-0.8%	-3.5%	+14.8%	➖ noise
26	duckdb:vortex-file-compressed	-1.4%	-0.8%	-0.6%	+14.1%	➖ noise
27	datafusion:vortex-compact	+10.3%	+1.1%	+9.2%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+0.7%	+1.1%	-0.4%	+10.3%	➖ noise
27	duckdb:duckdb	-3.1%	+1.1%	-4.1%	+19.7%	➖ noise
27	duckdb:vortex-compact	-3.3%	+1.1%	-4.3%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-7.8%	+1.1%	-8.8%	+14.8%	➖ noise
28	datafusion:vortex-compact	+3.0%	-1.2%	+4.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-5.7%	-1.2%	-4.5%	+10.0%	➖ noise
28	duckdb:duckdb	-0.3%	-1.2%	+0.9%	+10.0%	➖ noise
28	duckdb:vortex-compact	-4.3%	-1.2%	-3.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+3.0%	-1.2%	+4.2%	+10.0%	➖ noise
29	datafusion:vortex-compact	+3.5%	-1.4%	+4.9%	+10.1%	➖ noise
29	datafusion:vortex-file-compressed	+1.7%	-1.4%	+3.1%	+12.7%	➖ noise
29	duckdb:duckdb	+1.4%	-1.4%	+2.9%	+10.0%	➖ noise
29	duckdb:vortex-compact	-0.4%	-1.4%	+0.9%	+13.9%	➖ noise
29	duckdb:vortex-file-compressed	-0.4%	-1.4%	+1.0%	+10.0%	➖ noise
30	datafusion:vortex-compact	+28.7%	-0.8%	+29.7%	+10.6%	🚨 regression
30	datafusion:vortex-file-compressed	+17.0%	-0.8%	+18.0%	+10.0%	🚨 regression
30	duckdb:duckdb	-1.3%	-0.8%	-0.4%	+10.0%	➖ noise
30	duckdb:vortex-compact	+6.4%	-0.8%	+7.3%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-1.7%	-0.8%	-0.8%	+13.7%	➖ noise
31	datafusion:vortex-compact	+4.3%	+0.5%	+3.8%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+4.0%	+0.5%	+3.5%	+10.0%	➖ noise
31	duckdb:duckdb	-1.7%	+0.5%	-2.2%	+10.0%	➖ noise
31	duckdb:vortex-compact	-1.0%	+0.5%	-1.5%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-0.3%	+0.5%	-0.8%	+10.8%	➖ noise
32	datafusion:vortex-compact	+7.7%	-5.6%	+14.1%	+10.0%	🚨 regression
32	datafusion:vortex-file-compressed	+5.2%	-5.6%	+11.4%	+10.0%	🚨 regression
32	duckdb:duckdb	-0.8%	-5.6%	+5.1%	+10.2%	➖ noise
32	duckdb:vortex-compact	+0.3%	-5.6%	+6.2%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-0.2%	-5.6%	+5.7%	+14.2%	➖ noise
33	datafusion:vortex-compact	+10.4%	-2.7%	+13.5%	+10.0%	🚨 regression
33	datafusion:vortex-file-compressed	+2.8%	-2.7%	+5.7%	+17.2%	➖ noise
33	duckdb:duckdb	+3.8%	-2.7%	+6.7%	+11.4%	➖ noise
33	duckdb:vortex-compact	+6.1%	-2.7%	+9.1%	+12.0%	➖ noise
33	duckdb:vortex-file-compressed	+1.5%	-2.7%	+4.3%	+10.0%	➖ noise
34	datafusion:vortex-compact	+6.9%	+1.9%	+4.9%	+12.6%	➖ noise
34	datafusion:vortex-file-compressed	+2.3%	+1.9%	+0.4%	+10.0%	➖ noise
34	duckdb:duckdb	+1.6%	+1.9%	-0.3%	+10.0%	➖ noise
34	duckdb:vortex-compact	+1.1%	+1.9%	-0.8%	+16.2%	➖ noise
34	duckdb:vortex-file-compressed	+2.1%	+1.9%	+0.3%	+10.0%	➖ noise
35	datafusion:vortex-compact	+24.4%	+0.6%	+23.7%	+10.0%	🚨 regression
35	datafusion:vortex-file-compressed	+14.3%	+0.6%	+13.6%	+10.0%	🚨 regression
35	duckdb:duckdb	-2.5%	+0.6%	-3.0%	+13.3%	➖ noise
35	duckdb:vortex-compact	-2.8%	+0.6%	-3.3%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-1.4%	+0.6%	-2.0%	+10.0%	➖ noise
36	datafusion:vortex-compact	+7.0%	-1.0%	+8.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-0.5%	-1.0%	+0.6%	+10.0%	➖ noise
36	duckdb:duckdb	+2.1%	-1.0%	+3.2%	+10.0%	➖ noise
36	duckdb:vortex-compact	+0.4%	-1.0%	+1.5%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+0.6%	-1.0%	+1.7%	+10.0%	➖ noise
37	datafusion:vortex-compact	+11.8%	-3.0%	+15.2%	+10.0%	🚨 regression
37	datafusion:vortex-file-compressed	+12.9%	-3.0%	+16.4%	+11.1%	🚨 regression
37	duckdb:duckdb	+7.7%	-3.0%	+11.0%	+16.6%	➖ noise
37	duckdb:vortex-compact	-8.1%	-3.0%	-5.2%	+11.9%	➖ noise
37	duckdb:vortex-file-compressed	-1.3%	-3.0%	+1.7%	+10.0%	➖ noise
38	datafusion:vortex-compact	+2.3%	-4.5%	+7.2%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+4.7%	-4.5%	+9.6%	+12.2%	➖ noise
38	duckdb:duckdb	-2.2%	-4.5%	+2.4%	+13.4%	➖ noise
38	duckdb:vortex-compact	-1.9%	-4.5%	+2.7%	+11.7%	➖ noise
38	duckdb:vortex-file-compressed	-4.3%	-4.5%	+0.2%	+10.8%	➖ noise
39	datafusion:vortex-compact	+9.0%	-0.2%	+9.3%	+17.6%	➖ noise
39	datafusion:vortex-file-compressed	-1.3%	-0.2%	-1.1%	+15.0%	➖ noise
39	duckdb:duckdb	-3.6%	-0.2%	-3.4%	+27.1%	➖ noise
39	duckdb:vortex-compact	+12.6%	-0.2%	+12.9%	+16.7%	➖ noise
39	duckdb:vortex-file-compressed	+5.3%	-0.2%	+5.5%	+13.2%	➖ noise
40	datafusion:vortex-compact	+3.2%	+0.3%	+2.9%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-0.4%	+0.3%	-0.8%	+10.0%	➖ noise
40	duckdb:duckdb	-6.3%	+0.3%	-6.6%	+12.0%	➖ noise
40	duckdb:vortex-compact	+1.0%	+0.3%	+0.6%	+11.3%	➖ noise
40	duckdb:vortex-file-compressed	-2.8%	+0.3%	-3.1%	+13.6%	➖ noise
41	datafusion:vortex-compact	+9.0%	-0.6%	+9.8%	+10.6%	➖ noise
41	datafusion:vortex-file-compressed	+0.4%	-0.6%	+1.1%	+25.3%	➖ noise
41	duckdb:duckdb	-8.0%	-0.6%	-7.4%	+10.0%	➖ noise
41	duckdb:vortex-compact	-1.1%	-0.6%	-0.5%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-1.4%	-0.6%	-0.8%	+10.0%	➖ noise
42	datafusion:vortex-compact	+8.7%	-1.3%	+10.1%	+10.0%	🚨 regression
42	datafusion:vortex-file-compressed	-0.3%	-1.3%	+0.9%	+10.8%	➖ noise
42	duckdb:duckdb	+0.3%	-1.3%	+1.6%	+13.0%	➖ noise
42	duckdb:vortex-compact	-3.6%	-1.3%	-2.3%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-8.1%	-1.3%	-7.0%	+10.8%	➖ noise
43	datafusion:vortex-compact	+4.9%	-2.8%	+8.0%	+11.7%	➖ noise
43	datafusion:vortex-file-compressed	+2.5%	-2.8%	+5.5%	+10.0%	➖ noise
43	duckdb:duckdb	-2.0%	-2.8%	+0.8%	+13.2%	➖ noise
43	duckdb:vortex-compact	-9.1%	-2.8%	-6.5%	+15.7%	➖ noise
43	duckdb:vortex-file-compressed	+3.5%	-2.8%	+6.5%	+16.9%	➖ noise
44	datafusion:vortex-compact	+4.2%	+3.7%	+0.5%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+3.1%	+3.7%	-0.6%	+10.0%	➖ noise
44	duckdb:duckdb	+3.0%	+3.7%	-0.7%	+14.1%	➖ noise
44	duckdb:vortex-compact	+5.5%	+3.7%	+1.7%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-0.7%	+3.7%	-4.2%	+10.8%	➖ noise
45	datafusion:vortex-compact	+4.2%	+3.1%	+1.0%	+11.1%	➖ noise
45	datafusion:vortex-file-compressed	+1.3%	+3.1%	-1.8%	+10.0%	➖ noise
45	duckdb:duckdb	+4.5%	+3.1%	+1.3%	+10.0%	➖ noise
45	duckdb:vortex-compact	-4.1%	+3.1%	-7.0%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	-4.9%	+3.1%	-7.8%	+20.7%	➖ noise
46	datafusion:vortex-compact	+5.3%	-0.5%	+5.9%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+2.0%	-0.5%	+2.5%	+10.0%	➖ noise
46	duckdb:duckdb	-2.6%	-0.5%	-2.0%	+10.0%	➖ noise
46	duckdb:vortex-compact	+0.6%	-0.5%	+1.1%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-0.2%	-0.5%	+0.3%	+10.0%	➖ noise
47	datafusion:vortex-compact	+4.8%	+1.1%	+3.7%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+3.1%	+1.1%	+2.0%	+10.0%	➖ noise
47	duckdb:duckdb	+0.5%	+1.1%	-0.6%	+10.0%	➖ noise
47	duckdb:vortex-compact	+0.8%	+1.1%	-0.3%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-2.5%	+1.1%	-3.5%	+10.0%	➖ noise
48	datafusion:vortex-compact	+7.4%	-0.9%	+8.4%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+11.4%	-0.9%	+12.4%	+10.0%	🚨 regression
48	duckdb:duckdb	-4.4%	-0.9%	-3.6%	+10.0%	➖ noise
48	duckdb:vortex-compact	-2.6%	-0.9%	-1.7%	+10.1%	➖ noise
48	duckdb:vortex-file-compressed	-5.6%	-0.9%	-4.8%	+16.5%	➖ noise
49	datafusion:vortex-compact	+3.7%	-1.6%	+5.4%	+10.8%	➖ noise
49	datafusion:vortex-file-compressed	+0.9%	-1.6%	+2.6%	+10.0%	➖ noise
49	duckdb:duckdb	-1.3%	-1.6%	+0.3%	+15.3%	➖ noise
49	duckdb:vortex-compact	+3.6%	-1.6%	+5.3%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	+0.6%	-1.6%	+2.2%	+16.8%	➖ noise
50	datafusion:vortex-compact	+3.6%	-0.9%	+4.5%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+1.3%	-0.9%	+2.2%	+10.0%	➖ noise
50	duckdb:duckdb	+4.5%	-0.9%	+5.5%	+10.3%	➖ noise
50	duckdb:vortex-compact	-1.5%	-0.9%	-0.7%	+11.4%	➖ noise
50	duckdb:vortex-file-compressed	-1.2%	-0.9%	-0.3%	+10.0%	➖ noise
51	datafusion:vortex-compact	+2.7%	+0.0%	+2.6%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+4.6%	+0.0%	+4.5%	+10.0%	➖ noise
51	duckdb:duckdb	-0.5%	+0.0%	-0.5%	+10.0%	➖ noise
51	duckdb:vortex-compact	+0.4%	+0.0%	+0.4%	+10.0%	➖ noise
51	duckdb:vortex-file-compressed	-1.9%	+0.0%	-2.0%	+13.6%	➖ noise
52	datafusion:vortex-compact	-0.3%	+0.1%	-0.3%	+12.6%	➖ noise
52	datafusion:vortex-file-compressed	+6.6%	+0.1%	+6.5%	+11.9%	➖ noise
52	duckdb:duckdb	-2.6%	+0.1%	-2.7%	+17.7%	➖ noise
52	duckdb:vortex-compact	-0.1%	+0.1%	-0.2%	+11.6%	➖ noise
52	duckdb:vortex-file-compressed	-0.3%	+0.1%	-0.4%	+14.7%	➖ noise
53	datafusion:vortex-compact	+5.3%	+4.3%	+1.0%	+11.1%	➖ noise
53	datafusion:vortex-file-compressed	-3.1%	+4.3%	-7.1%	+18.5%	➖ noise
53	duckdb:duckdb	-3.1%	+4.3%	-7.0%	+11.7%	➖ noise
53	duckdb:vortex-compact	-8.3%	+4.3%	-12.0%	+10.1%	✅ faster
53	duckdb:vortex-file-compressed	-0.9%	+4.3%	-4.9%	+10.0%	➖ noise
54	datafusion:vortex-compact	+0.6%	-0.9%	+1.5%	+12.0%	➖ noise
54	datafusion:vortex-file-compressed	+2.8%	-0.9%	+3.8%	+12.2%	➖ noise
54	duckdb:duckdb	+2.3%	-0.9%	+3.2%	+13.8%	➖ noise
54	duckdb:vortex-compact	-2.0%	-0.9%	-1.1%	+14.0%	➖ noise
54	duckdb:vortex-file-compressed	-3.6%	-0.9%	-2.7%	+13.1%	➖ noise
55	datafusion:vortex-compact	+3.8%	-4.6%	+8.7%	+12.2%	➖ noise
55	datafusion:vortex-file-compressed	+1.3%	-4.6%	+6.1%	+10.0%	➖ noise
55	duckdb:duckdb	+0.4%	-4.6%	+5.2%	+18.5%	➖ noise
55	duckdb:vortex-compact	-0.1%	-4.6%	+4.7%	+10.0%	➖ noise
55	duckdb:vortex-file-compressed	-1.9%	-4.6%	+2.8%	+26.1%	➖ noise
56	datafusion:vortex-compact	+5.7%	-1.5%	+7.2%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+2.9%	-1.5%	+4.4%	+12.1%	➖ noise
56	duckdb:duckdb	-7.3%	-1.5%	-5.9%	+11.6%	➖ noise
56	duckdb:vortex-compact	+0.7%	-1.5%	+2.2%	+18.4%	➖ noise
56	duckdb:vortex-file-compressed	-5.3%	-1.5%	-3.9%	+14.0%	➖ noise
57	datafusion:vortex-compact	+3.4%	-2.1%	+5.7%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	-1.3%	-2.1%	+0.8%	+10.0%	➖ noise
57	duckdb:duckdb	-0.7%	-2.1%	+1.5%	+10.0%	➖ noise
57	duckdb:vortex-compact	+0.9%	-2.1%	+3.1%	+10.0%	➖ noise
57	duckdb:vortex-file-compressed	-0.1%	-2.1%	+2.1%	+10.0%	➖ noise
58	datafusion:vortex-compact	+8.3%	+0.2%	+8.0%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+1.9%	+0.2%	+1.7%	+10.0%	➖ noise
58	duckdb:duckdb	+2.3%	+0.2%	+2.0%	+18.0%	➖ noise
58	duckdb:vortex-compact	+0.7%	+0.2%	+0.4%	+12.8%	➖ noise
58	duckdb:vortex-file-compressed	-5.0%	+0.2%	-5.2%	+12.3%	➖ noise
59	datafusion:vortex-compact	+5.6%	-0.8%	+6.5%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+0.4%	-0.8%	+1.3%	+10.0%	➖ noise
59	duckdb:duckdb	+0.5%	-0.8%	+1.3%	+10.0%	➖ noise
59	duckdb:vortex-compact	-1.1%	-0.8%	-0.3%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	+2.0%	-0.8%	+2.9%	+10.1%	➖ noise
60	datafusion:vortex-compact	+4.7%	+0.7%	+3.9%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+5.5%	+0.7%	+4.8%	+10.0%	➖ noise
60	duckdb:duckdb	+5.2%	+0.7%	+4.4%	+11.4%	➖ noise
60	duckdb:vortex-compact	-0.1%	+0.7%	-0.8%	+13.5%	➖ noise
60	duckdb:vortex-file-compressed	-2.6%	+0.7%	-3.3%	+10.5%	➖ noise
61	datafusion:vortex-compact	+5.6%	+0.8%	+4.7%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+7.9%	+0.8%	+7.0%	+11.1%	➖ noise
61	duckdb:duckdb	+1.9%	+0.8%	+1.0%	+10.0%	➖ noise
61	duckdb:vortex-compact	-4.2%	+0.8%	-5.0%	+10.7%	➖ noise
61	duckdb:vortex-file-compressed	-7.6%	+0.8%	-8.4%	+17.0%	➖ noise
62	datafusion:vortex-compact	+0.0%	+2.1%	-2.0%	+12.8%	➖ noise
62	datafusion:vortex-file-compressed	-1.7%	+2.1%	-3.7%	+11.7%	➖ noise
62	duckdb:duckdb	-4.3%	+2.1%	-6.2%	+11.7%	➖ noise
62	duckdb:vortex-compact	+1.0%	+2.1%	-1.0%	+12.8%	➖ noise
62	duckdb:vortex-file-compressed	+1.0%	+2.1%	-1.1%	+13.5%	➖ noise
63	datafusion:vortex-compact	+4.5%	+1.2%	+3.3%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+2.2%	+1.2%	+1.0%	+10.0%	➖ noise
63	duckdb:duckdb	+3.8%	+1.2%	+2.6%	+13.3%	➖ noise
63	duckdb:vortex-compact	-3.2%	+1.2%	-4.4%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	-1.4%	+1.2%	-2.5%	+10.0%	➖ noise
64	datafusion:vortex-compact	+1.1%	-0.5%	+1.6%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-0.7%	-0.5%	-0.2%	+10.0%	➖ noise
64	duckdb:duckdb	+3.8%	-0.5%	+4.3%	+10.0%	➖ noise
64	duckdb:vortex-compact	-2.5%	-0.5%	-2.0%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+3.0%	-0.5%	+3.5%	+10.0%	➖ noise
65	datafusion:vortex-compact	+1.3%	-0.7%	+2.0%	+13.6%	➖ noise
65	datafusion:vortex-file-compressed	+5.6%	-0.7%	+6.4%	+10.0%	➖ noise
65	duckdb:duckdb	+0.8%	-0.7%	+1.5%	+16.8%	➖ noise
65	duckdb:vortex-compact	-1.5%	-0.7%	-0.8%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+3.1%	-0.7%	+3.9%	+10.0%	➖ noise
66	datafusion:vortex-compact	+2.9%	-0.1%	+3.0%	+10.7%	➖ noise
66	datafusion:vortex-file-compressed	+3.1%	-0.1%	+3.1%	+10.3%	➖ noise
66	duckdb:duckdb	-0.5%	-0.1%	-0.5%	+10.0%	➖ noise
66	duckdb:vortex-compact	+0.0%	-0.1%	+0.1%	+12.7%	➖ noise
66	duckdb:vortex-file-compressed	-0.1%	-0.1%	-0.0%	+10.0%	➖ noise
67	datafusion:vortex-compact	+4.2%	-1.6%	+5.9%	+12.5%	➖ noise
67	datafusion:vortex-file-compressed	-0.7%	-1.6%	+1.0%	+10.9%	➖ noise
67	duckdb:duckdb	-1.2%	-1.6%	+0.4%	+10.0%	➖ noise
67	duckdb:vortex-compact	-2.4%	-1.6%	-0.8%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	-2.2%	-1.6%	-0.5%	+10.0%	➖ noise
68	datafusion:vortex-compact	+0.7%	-2.1%	+2.8%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+1.7%	-2.1%	+3.9%	+10.0%	➖ noise
68	duckdb:duckdb	-0.6%	-2.1%	+1.5%	+10.0%	➖ noise
68	duckdb:vortex-compact	-5.3%	-2.1%	-3.3%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-0.3%	-2.1%	+1.8%	+10.3%	➖ noise
69	datafusion:vortex-compact	+40.0%	-1.5%	+42.1%	+10.0%	🚨 regression
69	datafusion:vortex-file-compressed	+29.6%	-1.5%	+31.5%	+17.8%	🚨 regression
69	duckdb:duckdb	-2.0%	-1.5%	-0.5%	+10.4%	➖ noise
69	duckdb:vortex-compact	+0.8%	-1.5%	+2.3%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	-0.2%	-1.5%	+1.3%	+10.0%	➖ noise
70	datafusion:vortex-compact	+3.7%	+1.1%	+2.6%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+0.6%	+1.1%	-0.5%	+10.0%	➖ noise
70	duckdb:duckdb	-3.2%	+1.1%	-4.3%	+11.0%	➖ noise
70	duckdb:vortex-compact	-1.8%	+1.1%	-2.8%	+15.6%	➖ noise
70	duckdb:vortex-file-compressed	-2.1%	+1.1%	-3.1%	+10.0%	➖ noise
71	datafusion:vortex-compact	+2.7%	+0.3%	+2.4%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+5.5%	+0.3%	+5.2%	+10.0%	➖ noise
71	duckdb:duckdb	+14.9%	+0.3%	+14.6%	+18.3%	➖ noise
71	duckdb:vortex-compact	-2.5%	+0.3%	-2.8%	+10.0%	➖ noise
71	duckdb:vortex-file-compressed	+1.5%	+0.3%	+1.2%	+18.5%	➖ noise
72	datafusion:vortex-compact	-1.5%	+1.3%	-2.7%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+3.2%	+1.3%	+1.9%	+10.0%	➖ noise
72	duckdb:duckdb	-6.0%	+1.3%	-7.2%	+15.5%	➖ noise
72	duckdb:vortex-compact	-0.5%	+1.3%	-1.7%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+1.0%	+1.3%	-0.3%	+10.0%	➖ noise
73	datafusion:vortex-compact	+6.0%	-3.8%	+10.1%	+11.7%	➖ noise
73	datafusion:vortex-file-compressed	+5.1%	-3.8%	+9.2%	+25.7%	➖ noise
73	duckdb:duckdb	+8.2%	-3.8%	+12.4%	+12.6%	➖ noise
73	duckdb:vortex-compact	-5.5%	-3.8%	-1.8%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-6.5%	-3.8%	-2.8%	+13.4%	➖ noise
74	datafusion:vortex-compact	+7.0%	+2.0%	+4.9%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+5.0%	+2.0%	+3.0%	+12.9%	➖ noise
74	duckdb:duckdb	-1.4%	+2.0%	-3.3%	+10.0%	➖ noise
74	duckdb:vortex-compact	-2.6%	+2.0%	-4.5%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	-1.5%	+2.0%	-3.4%	+21.4%	➖ noise
75	datafusion:vortex-compact	+5.4%	-0.2%	+5.5%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+2.8%	-0.2%	+3.0%	+10.3%	➖ noise
75	duckdb:duckdb	+1.9%	-0.2%	+2.1%	+10.0%	➖ noise
75	duckdb:vortex-compact	-5.2%	-0.2%	-5.0%	+10.1%	➖ noise
75	duckdb:vortex-file-compressed	-2.6%	-0.2%	-2.4%	+10.0%	➖ noise
76	datafusion:vortex-compact	-1.0%	-1.7%	+0.8%	+15.6%	➖ noise
76	datafusion:vortex-file-compressed	-0.6%	-1.7%	+1.2%	+10.0%	➖ noise
76	duckdb:duckdb	-3.4%	-1.7%	-1.7%	+14.4%	➖ noise
76	duckdb:vortex-compact	+1.2%	-1.7%	+2.9%	+12.2%	➖ noise
76	duckdb:vortex-file-compressed	-7.4%	-1.7%	-5.8%	+17.5%	➖ noise
77	datafusion:vortex-compact	+5.3%	-2.1%	+7.6%	+11.0%	➖ noise
77	datafusion:vortex-file-compressed	+1.2%	-2.1%	+3.4%	+12.7%	➖ noise
77	duckdb:duckdb	-0.7%	-2.1%	+1.5%	+13.4%	➖ noise
77	duckdb:vortex-compact	-3.8%	-2.1%	-1.7%	+14.5%	➖ noise
77	duckdb:vortex-file-compressed	+1.8%	-2.1%	+4.0%	+14.0%	➖ noise
78	datafusion:vortex-compact	+2.0%	+0.3%	+1.7%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+0.8%	+0.3%	+0.5%	+10.0%	➖ noise
78	duckdb:duckdb	+4.0%	+0.3%	+3.7%	+10.0%	➖ noise
78	duckdb:vortex-compact	+0.4%	+0.3%	+0.1%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	+0.2%	+0.3%	-0.1%	+10.0%	➖ noise
79	datafusion:vortex-compact	-2.7%	+4.3%	-6.7%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+8.4%	+4.3%	+3.9%	+10.0%	➖ noise
79	duckdb:duckdb	-6.5%	+4.3%	-10.4%	+11.2%	✅ faster
79	duckdb:vortex-compact	+1.5%	+4.3%	-2.7%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-2.8%	+4.3%	-6.8%	+22.5%	➖ noise
80	datafusion:vortex-compact	+5.5%	-1.6%	+7.2%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-1.8%	-1.6%	-0.2%	+10.0%	➖ noise
80	duckdb:duckdb	+2.6%	-1.6%	+4.3%	+12.6%	➖ noise
80	duckdb:vortex-compact	-7.8%	-1.6%	-6.3%	+12.5%	➖ noise
80	duckdb:vortex-file-compressed	-0.6%	-1.6%	+1.0%	+12.8%	➖ noise
81	datafusion:vortex-compact	+3.7%	+1.2%	+2.5%	+10.1%	➖ noise
81	datafusion:vortex-file-compressed	+9.2%	+1.2%	+8.0%	+16.8%	➖ noise
81	duckdb:duckdb	+1.9%	+1.2%	+0.7%	+10.0%	➖ noise
81	duckdb:vortex-compact	-2.1%	+1.2%	-3.3%	+11.7%	➖ noise
81	duckdb:vortex-file-compressed	+0.3%	+1.2%	-0.8%	+10.0%	➖ noise
82	datafusion:vortex-compact	+13.8%	+0.5%	+13.3%	+10.0%	🚨 regression
82	datafusion:vortex-file-compressed	+15.7%	+0.5%	+15.1%	+10.0%	🚨 regression
82	duckdb:duckdb	+3.8%	+0.5%	+3.3%	+16.7%	➖ noise
82	duckdb:vortex-compact	-10.7%	+0.5%	-11.1%	+10.0%	✅ faster
82	duckdb:vortex-file-compressed	-3.2%	+0.5%	-3.7%	+10.0%	➖ noise
83	datafusion:vortex-compact	+5.2%	+0.2%	+5.0%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+3.9%	+0.2%	+3.7%	+10.0%	➖ noise
83	duckdb:duckdb	-0.5%	+0.2%	-0.7%	+11.1%	➖ noise
83	duckdb:vortex-compact	+4.3%	+0.2%	+4.1%	+17.3%	➖ noise
83	duckdb:vortex-file-compressed	-1.9%	+0.2%	-2.1%	+10.0%	➖ noise
84	datafusion:vortex-compact	+26.7%	+3.7%	+22.2%	+10.0%	🚨 regression
84	datafusion:vortex-file-compressed	+10.5%	+3.7%	+6.6%	+15.8%	➖ noise
84	duckdb:duckdb	-0.0%	+3.7%	-3.5%	+11.5%	➖ noise
84	duckdb:vortex-compact	-1.2%	+3.7%	-4.6%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	-5.0%	+3.7%	-8.4%	+30.2%	➖ noise
85	datafusion:vortex-compact	+4.3%	-1.4%	+5.8%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+0.4%	-1.4%	+1.9%	+10.0%	➖ noise
85	duckdb:duckdb	-1.8%	-1.4%	-0.4%	+10.0%	➖ noise
85	duckdb:vortex-compact	-8.1%	-1.4%	-6.8%	+10.5%	➖ noise
85	duckdb:vortex-file-compressed	-2.0%	-1.4%	-0.5%	+10.0%	➖ noise
86	datafusion:vortex-compact	+1.7%	-0.6%	+2.3%	+11.4%	➖ noise
86	datafusion:vortex-file-compressed	-1.0%	-0.6%	-0.5%	+10.0%	➖ noise
86	duckdb:duckdb	+2.5%	-0.6%	+3.1%	+13.0%	➖ noise
86	duckdb:vortex-compact	+1.3%	-0.6%	+1.9%	+15.9%	➖ noise
86	duckdb:vortex-file-compressed	+2.4%	-0.6%	+3.0%	+14.5%	➖ noise
87	datafusion:vortex-compact	+3.4%	-1.2%	+4.6%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+2.1%	-1.2%	+3.3%	+10.0%	➖ noise
87	duckdb:duckdb	+6.4%	-1.2%	+7.7%	+14.1%	➖ noise
87	duckdb:vortex-compact	-4.5%	-1.2%	-3.4%	+10.0%	➖ noise
87	duckdb:vortex-file-compressed	-6.2%	-1.2%	-5.1%	+10.0%	➖ noise
88	datafusion:vortex-compact	+4.5%	-0.3%	+4.8%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+3.3%	-0.3%	+3.6%	+10.0%	➖ noise
88	duckdb:duckdb	-1.3%	-0.3%	-1.0%	+10.0%	➖ noise
88	duckdb:vortex-compact	+0.3%	-0.3%	+0.6%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+0.1%	-0.3%	+0.4%	+10.0%	➖ noise
89	datafusion:vortex-compact	+3.3%	+3.4%	-0.1%	+12.4%	➖ noise
89	datafusion:vortex-file-compressed	-0.5%	+3.4%	-3.8%	+13.7%	➖ noise
89	duckdb:duckdb	+0.5%	+3.4%	-2.8%	+10.9%	➖ noise
89	duckdb:vortex-compact	-2.5%	+3.4%	-5.7%	+10.6%	➖ noise
89	duckdb:vortex-file-compressed	+2.5%	+3.4%	-0.9%	+10.0%	➖ noise
90	datafusion:vortex-compact	-0.8%	-4.2%	+3.6%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-1.0%	-4.2%	+3.3%	+10.0%	➖ noise
90	duckdb:duckdb	-1.2%	-4.2%	+3.1%	+10.0%	➖ noise
90	duckdb:vortex-compact	-1.3%	-4.2%	+3.1%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	-1.1%	-4.2%	+3.3%	+10.0%	➖ noise
91	datafusion:vortex-compact	+19.5%	-0.0%	+19.5%	+10.0%	🚨 regression
91	datafusion:vortex-file-compressed	+13.9%	-0.0%	+13.9%	+10.0%	🚨 regression
91	duckdb:duckdb	-7.3%	-0.0%	-7.2%	+11.2%	➖ noise
91	duckdb:vortex-compact	-0.9%	-0.0%	-0.9%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	-0.1%	-0.0%	-0.1%	+10.0%	➖ noise
92	datafusion:vortex-compact	-0.5%	-0.3%	-0.3%	+23.1%	➖ noise
92	datafusion:vortex-file-compressed	-0.0%	-0.3%	+0.2%	+11.0%	➖ noise
92	duckdb:duckdb	+0.9%	-0.3%	+1.2%	+14.5%	➖ noise
92	duckdb:vortex-compact	+0.4%	-0.3%	+0.6%	+26.5%	➖ noise
92	duckdb:vortex-file-compressed	-13.3%	-0.3%	-13.1%	+17.3%	➖ noise
93	datafusion:vortex-compact	+14.3%	-2.3%	+17.0%	+10.0%	🚨 regression
93	datafusion:vortex-file-compressed	+4.4%	-2.3%	+6.8%	+10.0%	➖ noise
93	duckdb:duckdb	+10.3%	-2.3%	+12.9%	+11.1%	🚨 regression
93	duckdb:vortex-compact	+5.0%	-2.3%	+7.5%	+13.2%	➖ noise
93	duckdb:vortex-file-compressed	-3.3%	-2.3%	-1.0%	+13.8%	➖ noise
94	datafusion:vortex-compact	+9.8%	+0.7%	+9.0%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	+2.2%	+0.7%	+1.5%	+11.2%	➖ noise
94	duckdb:duckdb	+6.4%	+0.7%	+5.6%	+10.0%	➖ noise
94	duckdb:vortex-compact	-7.6%	+0.7%	-8.2%	+14.1%	➖ noise
94	duckdb:vortex-file-compressed	-0.5%	+0.7%	-1.1%	+10.0%	➖ noise
95	datafusion:vortex-compact	+6.6%	+4.9%	+1.6%	+12.6%	➖ noise
95	datafusion:vortex-file-compressed	+5.4%	+4.9%	+0.5%	+11.6%	➖ noise
95	duckdb:duckdb	+13.8%	+4.9%	+8.5%	+18.5%	➖ noise
95	duckdb:vortex-compact	-4.5%	+4.9%	-9.0%	+15.2%	➖ noise
95	duckdb:vortex-file-compressed	-15.3%	+4.9%	-19.3%	+21.7%	✅ faster
96	datafusion:vortex-compact	+3.2%	-4.1%	+7.6%	+10.2%	➖ noise
96	datafusion:vortex-file-compressed	+1.9%	-4.1%	+6.3%	+22.8%	➖ noise
96	duckdb:duckdb	-4.8%	-4.1%	-0.7%	+18.3%	➖ noise
96	duckdb:vortex-compact	+4.8%	-4.1%	+9.3%	+14.0%	➖ noise
96	duckdb:vortex-file-compressed	-8.9%	-4.1%	-5.0%	+10.2%	➖ noise
97	datafusion:vortex-compact	-0.2%	+3.1%	-3.2%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+4.1%	+3.1%	+0.9%	+10.0%	➖ noise
97	duckdb:duckdb	-2.4%	+3.1%	-5.4%	+15.5%	➖ noise
97	duckdb:vortex-compact	-0.1%	+3.1%	-3.1%	+15.3%	➖ noise
97	duckdb:vortex-file-compressed	+2.4%	+3.1%	-0.7%	+11.1%	➖ noise
98	datafusion:vortex-compact	+3.6%	-4.4%	+8.3%	+15.1%	➖ noise
98	datafusion:vortex-file-compressed	-1.6%	-4.4%	+2.9%	+10.0%	➖ noise
98	duckdb:duckdb	-3.4%	-4.4%	+1.0%	+14.4%	➖ noise
98	duckdb:vortex-compact	+0.9%	-4.4%	+5.5%	+11.2%	➖ noise
98	duckdb:vortex-file-compressed	-1.6%	-4.4%	+3.0%	+10.0%	➖ noise
99	datafusion:vortex-compact	-3.1%	+3.4%	-6.2%	+13.7%	➖ noise
99	datafusion:vortex-file-compressed	-2.0%	+3.4%	-5.2%	+13.6%	➖ noise
99	duckdb:duckdb	+0.4%	+3.4%	-2.8%	+13.0%	➖ noise
99	duckdb:vortex-compact	-4.2%	+3.4%	-7.3%	+13.6%	➖ noise
99	duckdb:vortex-file-compressed	-1.0%	+3.4%	-4.2%	+16.9%	➖ noise

github-actions · 2026-04-20T11:39:50Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-20T11:42:09Z

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.7%
Vortex (geomean): 1.081x ➖
Parquet (geomean): 1.063x ➖
Shifts: Parquet (control) +6.3% · Median polish +12.4%

datafusion / vortex-file-compressed (0.945x ➖, 1↑ 2↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	35430556	69208569	0.51
fineweb_q01/datafusion:vortex-file-compressed	703004689	787330284	0.89
fineweb_q02/datafusion:vortex-file-compressed	426701210	580703112	0.73
fineweb_q03/datafusion:vortex-file-compressed	1392443400	1422194965	0.98
fineweb_q04/datafusion:vortex-file-compressed 🚨	1921686637	1393845370	1.38
fineweb_q05/datafusion:vortex-file-compressed	1525218505	1407612960	1.08
fineweb_q06/datafusion:vortex-file-compressed 🚨	2569431146	1543325137	1.66
fineweb_q07/datafusion:vortex-file-compressed	1377823186	1402283994	0.98
fineweb_q08/datafusion:vortex-file-compressed	541734873	724538422	0.75

datafusion / vortex-compact (1.129x ➖, 1↑ 2↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	40212802	68197227	0.59
fineweb_q01/datafusion:vortex-compact 🚨	937376382	695828756	1.35
fineweb_q02/datafusion:vortex-compact 🚨	995956260	622053173	1.60
fineweb_q03/datafusion:vortex-compact	2229655370	1888869331	1.18
fineweb_q04/datafusion:vortex-compact	2674230601	2222412650	1.20
fineweb_q05/datafusion:vortex-compact	2022795821	1676844209	1.21
fineweb_q06/datafusion:vortex-compact	1672355966	1394365281	1.20
fineweb_q07/datafusion:vortex-compact	1504883604	1326790448	1.13
fineweb_q08/datafusion:vortex-compact	406397286	403128764	1.01

datafusion / parquet (1.103x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1273830040	1001643873	1.27
fineweb_q01/datafusion:parquet	1922971405	1658490697	1.16
fineweb_q02/datafusion:parquet	1774375264	1636319568	1.08
fineweb_q03/datafusion:parquet	1876259569	1659651028	1.13
fineweb_q04/datafusion:parquet	1824173909	1767098483	1.03
fineweb_q05/datafusion:parquet	1952600375	1665413254	1.17
fineweb_q06/datafusion:parquet	1795613560	1625085231	1.10
fineweb_q07/datafusion:parquet	1779566278	1686670526	1.06
fineweb_q08/datafusion:parquet	1778858531	1882880888	0.94

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

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	95402652	82564791	1.16
fineweb_q01/duckdb:vortex-file-compressed	596093349	638521394	0.93
fineweb_q02/duckdb:vortex-file-compressed	450570911	474385064	0.95
fineweb_q03/duckdb:vortex-file-compressed	1688212419	1449521406	1.16
fineweb_q04/duckdb:vortex-file-compressed	1715416429	1571878253	1.09
fineweb_q05/duckdb:vortex-file-compressed	1673251184	1448542264	1.16
fineweb_q06/duckdb:vortex-file-compressed	1876680521	1626979097	1.15
fineweb_q07/duckdb:vortex-file-compressed	1754778893	1422880389	1.23
fineweb_q08/duckdb:vortex-file-compressed	695767163	639771476	1.09

duckdb / vortex-compact (1.164x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	87789641	73564582	1.19
fineweb_q01/duckdb:vortex-compact	637492191	572614693	1.11
fineweb_q02/duckdb:vortex-compact	682011188	549163715	1.24
fineweb_q03/duckdb:vortex-compact	1965186690	1575994099	1.25
fineweb_q04/duckdb:vortex-compact	2077090868	1775663181	1.17
fineweb_q05/duckdb:vortex-compact	1799397619	1481876729	1.21
fineweb_q06/duckdb:vortex-compact	1712609649	1493246746	1.15
fineweb_q07/duckdb:vortex-compact	1530916096	1402841423	1.09
fineweb_q08/duckdb:vortex-compact	527904493	491702104	1.07

duckdb / parquet (1.024x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1137845784	1083609251	1.05
fineweb_q01/duckdb:parquet	1377072580	1402827955	0.98
fineweb_q02/duckdb:parquet	1444904662	1317964200	1.10
fineweb_q03/duckdb:parquet	3674797966	3670535391	1.00
fineweb_q04/duckdb:parquet	1948081790	1914297542	1.02
fineweb_q05/duckdb:parquet	2053708693	2105629912	0.98
fineweb_q06/duckdb:parquet	4301784604	4317209724	1.00
fineweb_q07/duckdb:parquet	2711872776	2585695733	1.05
fineweb_q08/duckdb:parquet	1117476184	1056893269	1.06

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-41.0%	+15.6%	-49.0%	+208.4%	➖ noise
0	datafusion:vortex-file-compressed	-48.8%	+15.6%	-55.7%	+224.7%	➖ noise
0	duckdb:vortex-compact	+19.3%	+15.6%	+3.3%	+49.5%	➖ noise
0	duckdb:vortex-file-compressed	+15.5%	+15.6%	-0.0%	+46.9%	➖ noise
1	datafusion:vortex-compact	+34.7%	+6.7%	+26.3%	+63.2%	➖ noise
1	datafusion:vortex-file-compressed	-10.7%	+6.7%	-16.3%	+70.2%	➖ noise
1	duckdb:vortex-compact	+11.3%	+6.7%	+4.4%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-6.6%	+6.7%	-12.5%	+33.2%	➖ noise
2	datafusion:vortex-compact	+60.1%	+9.0%	+46.8%	+33.1%	🚨 regression
2	datafusion:vortex-file-compressed	-26.5%	+9.0%	-32.6%	+51.0%	➖ noise
2	duckdb:vortex-compact	+24.2%	+9.0%	+13.9%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-5.0%	+9.0%	-12.9%	+47.6%	➖ noise
3	datafusion:vortex-compact	+18.0%	+6.4%	+11.0%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-2.1%	+6.4%	-8.0%	+30.0%	➖ noise
3	duckdb:vortex-compact	+24.7%	+6.4%	+17.2%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+16.5%	+6.4%	+9.5%	+30.0%	➖ noise
4	datafusion:vortex-compact	+20.3%	+2.5%	+17.4%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+37.9%	+2.5%	+34.5%	+40.5%	➖ noise
4	duckdb:vortex-compact	+17.0%	+2.5%	+14.1%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+9.1%	+2.5%	+6.5%	+30.0%	➖ noise
5	datafusion:vortex-compact	+20.6%	+6.9%	+12.8%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+8.4%	+6.9%	+1.3%	+30.0%	➖ noise
5	duckdb:vortex-compact	+21.4%	+6.9%	+13.6%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+15.5%	+6.9%	+8.0%	+30.0%	➖ noise
6	datafusion:vortex-compact	+19.9%	+4.9%	+14.3%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+66.5%	+4.9%	+58.7%	+67.5%	➖ noise
6	duckdb:vortex-compact	+14.7%	+4.9%	+9.3%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+15.3%	+4.9%	+9.9%	+30.0%	➖ noise
7	datafusion:vortex-compact	+13.4%	+5.2%	+7.8%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.7%	+5.2%	-6.6%	+30.0%	➖ noise
7	duckdb:vortex-compact	+9.1%	+5.2%	+3.7%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+23.3%	+5.2%	+17.2%	+30.0%	➖ noise
8	datafusion:vortex-compact	+0.8%	-0.1%	+0.9%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-25.2%	-0.1%	-25.2%	+30.0%	✅ faster
8	duckdb:vortex-compact	+7.4%	-0.1%	+7.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+8.8%	-0.1%	+8.8%	+30.0%	➖ noise

github-actions · 2026-04-20T11:46:17Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.5%
Vortex (geomean): 0.957x ➖
Parquet (geomean): 0.962x ➖
Shifts: Parquet (control) -3.8% · Median polish -3.6%

duckdb / vortex-file-compressed (0.952x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11303839	12027004	0.94
statpopgen_q01/duckdb:vortex-file-compressed	19978286	21571512	0.93
statpopgen_q02/duckdb:vortex-file-compressed	1387428020	1447049868	0.96
statpopgen_q03/duckdb:vortex-file-compressed	3082120469	3261513051	0.94
statpopgen_q04/duckdb:vortex-file-compressed	3120051916	3269302243	0.95
statpopgen_q05/duckdb:vortex-file-compressed	1449469261	1512004515	0.96
statpopgen_q06/duckdb:vortex-file-compressed	2133272411	2216687968	0.96
statpopgen_q07/duckdb:vortex-file-compressed	233726837	243499796	0.96
statpopgen_q08/duckdb:vortex-file-compressed	271962183	277199267	0.98
statpopgen_q09/duckdb:vortex-file-compressed	2906824898	3096958659	0.94
statpopgen_q10/duckdb:vortex-file-compressed	4683693740	4946467754	0.95

duckdb / vortex-compact (0.963x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11321034	11951014	0.95
statpopgen_q01/duckdb:vortex-compact	169441449	172039085	0.98
statpopgen_q02/duckdb:vortex-compact	1807577716	1858536690	0.97
statpopgen_q03/duckdb:vortex-compact	3495492668	3624389413	0.96
statpopgen_q04/duckdb:vortex-compact	3533444643	3667770633	0.96
statpopgen_q05/duckdb:vortex-compact	1808897453	1902239622	0.95
statpopgen_q06/duckdb:vortex-compact	2682162860	2746381666	0.98
statpopgen_q07/duckdb:vortex-compact	903115081	936126968	0.96
statpopgen_q08/duckdb:vortex-compact	938001597	968156182	0.97
statpopgen_q09/duckdb:vortex-compact	3272053096	3464958601	0.94
statpopgen_q10/duckdb:vortex-compact	5333449128	5598686111	0.95

duckdb / parquet (0.962x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	324522518	335357394	0.97
statpopgen_q01/duckdb:parquet	417365312	420559274	0.99
statpopgen_q02/duckdb:parquet	983425086	1054303528	0.93
statpopgen_q03/duckdb:parquet	1511630276	1557367888	0.97
statpopgen_q04/duckdb:parquet	1511659207	1592239910	0.95
statpopgen_q05/duckdb:parquet	1004973631	1053303184	0.95
statpopgen_q06/duckdb:parquet	1502459340	1542027910	0.97
statpopgen_q07/duckdb:parquet	1304743674	1379221485	0.95
statpopgen_q08/duckdb:parquet	1302774420	1362448058	0.96
statpopgen_q09/duckdb:parquet	1361776752	1396767883	0.97
statpopgen_q10/duckdb:parquet	2654687068	2750660461	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-5.3%	-3.2%	-2.1%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-6.0%	-3.2%	-2.9%	+16.4%	➖ noise
1	duckdb:vortex-compact	-1.5%	-0.8%	-0.8%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-7.4%	-0.8%	-6.7%	+208.0%	➖ noise
2	duckdb:vortex-compact	-2.7%	-6.7%	+4.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-4.1%	-6.7%	+2.8%	+10.0%	➖ noise
3	duckdb:vortex-compact	-3.6%	-2.9%	-0.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-5.5%	-2.9%	-2.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	-3.7%	-5.1%	+1.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-4.6%	-5.1%	+0.5%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.9%	-4.6%	-0.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-4.1%	-4.6%	+0.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	-2.3%	-2.6%	+0.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.8%	-2.6%	-1.2%	+10.0%	➖ noise
7	duckdb:vortex-compact	-3.5%	-5.4%	+2.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.0%	-5.4%	+1.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	-3.1%	-4.4%	+1.3%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.9%	-4.4%	+2.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	-5.6%	-2.5%	-3.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-6.1%	-2.5%	-3.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-4.7%	-3.5%	-1.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-5.3%	-3.5%	-1.9%	+10.0%	➖ noise

github-actions · 2026-04-20T11:46:20Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-04-20T11:46:40Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.7%
Vortex (geomean): 1.031x ➖
Parquet (geomean): 1.005x ➖
Shifts: Parquet (control) +0.5% · Median polish -0.1%

datafusion / vortex-file-compressed (1.053x ➖, 0↑ 4↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	357408908	396984743	0.90
tpch_q02/datafusion:vortex-file-compressed 🚨	120106998	106069363	1.13
tpch_q03/datafusion:vortex-file-compressed 🚨	226570187	203521583	1.11
tpch_q04/datafusion:vortex-file-compressed 🚨	127473365	107677163	1.18
tpch_q05/datafusion:vortex-file-compressed	371676090	363247471	1.02
tpch_q06/datafusion:vortex-file-compressed	45148391	42846861	1.05
tpch_q07/datafusion:vortex-file-compressed	551636094	539876583	1.02
tpch_q08/datafusion:vortex-file-compressed	355296487	345938535	1.03
tpch_q09/datafusion:vortex-file-compressed	627068309	629865446	1.00
tpch_q10/datafusion:vortex-file-compressed	251105589	239786623	1.05
tpch_q11/datafusion:vortex-file-compressed	84637994	80182685	1.06
tpch_q12/datafusion:vortex-file-compressed 🚨	126488923	114949253	1.10
tpch_q13/datafusion:vortex-file-compressed	222646085	212489898	1.05
tpch_q14/datafusion:vortex-file-compressed	58196211	54817138	1.06
tpch_q15/datafusion:vortex-file-compressed	111790478	103567595	1.08
tpch_q16/datafusion:vortex-file-compressed	75534876	71843787	1.05
tpch_q17/datafusion:vortex-file-compressed	633517069	613638975	1.03
tpch_q18/datafusion:vortex-file-compressed	826441814	814519961	1.01
tpch_q19/datafusion:vortex-file-compressed	92547870	91900991	1.01
tpch_q20/datafusion:vortex-file-compressed	180155102	164066564	1.10
tpch_q21/datafusion:vortex-file-compressed	703257403	656106548	1.07
tpch_q22/datafusion:vortex-file-compressed	62732767	57971833	1.08

datafusion / vortex-compact (1.078x ➖, 0↑ 8↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	415209824	438527369	0.95
tpch_q02/datafusion:vortex-compact 🚨	131865478	109903223	1.20
tpch_q03/datafusion:vortex-compact 🚨	239501457	211739281	1.13
tpch_q04/datafusion:vortex-compact 🚨	143212166	119725667	1.20
tpch_q05/datafusion:vortex-compact	381518777	370766727	1.03
tpch_q06/datafusion:vortex-compact	68849671	64230883	1.07
tpch_q07/datafusion:vortex-compact	576548388	562687184	1.02
tpch_q08/datafusion:vortex-compact	364733765	354419709	1.03
tpch_q09/datafusion:vortex-compact	644291194	649627455	0.99
tpch_q10/datafusion:vortex-compact	286376199	264989674	1.08
tpch_q11/datafusion:vortex-compact	91350319	85132367	1.07
tpch_q12/datafusion:vortex-compact	178266521	165074497	1.08
tpch_q13/datafusion:vortex-compact	276853200	262372722	1.06
tpch_q14/datafusion:vortex-compact 🚨	79774601	72414967	1.10
tpch_q15/datafusion:vortex-compact 🚨	184455473	160598360	1.15
tpch_q16/datafusion:vortex-compact	83036525	76242919	1.09
tpch_q17/datafusion:vortex-compact	640817186	620066499	1.03
tpch_q18/datafusion:vortex-compact	847216933	824291292	1.03
tpch_q19/datafusion:vortex-compact	138139452	134499256	1.03
tpch_q20/datafusion:vortex-compact 🚨	215642629	191767220	1.12
tpch_q21/datafusion:vortex-compact 🚨	743844323	668801118	1.11
tpch_q22/datafusion:vortex-compact 🚨	79014569	67177947	1.18

datafusion / parquet (1.014x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	483680207	459480154	1.05
tpch_q02/datafusion:parquet	172578301	173677910	0.99
tpch_q03/datafusion:parquet	288412548	285841346	1.01
tpch_q04/datafusion:parquet	133222313	130129771	1.02
tpch_q05/datafusion:parquet	439221153	436171062	1.01
tpch_q06/datafusion:parquet	136523219	124568755	1.10
tpch_q07/datafusion:parquet	612125992	607769884	1.01
tpch_q08/datafusion:parquet	473891377	459897578	1.03
tpch_q09/datafusion:parquet	747647518	747532775	1.00
tpch_q10/datafusion:parquet	502237925	498667672	1.01
tpch_q11/datafusion:parquet	120490320	120748973	1.00
tpch_q12/datafusion:parquet	216511027	208523928	1.04
tpch_q13/datafusion:parquet	328081346	332269022	0.99
tpch_q14/datafusion:parquet	163846021	163667164	1.00
tpch_q15/datafusion:parquet	254546342	254632921	1.00
tpch_q16/datafusion:parquet	126995280	126781211	1.00
tpch_q17/datafusion:parquet	683459196	672733122	1.02
tpch_q18/datafusion:parquet	877271715	861055354	1.02
tpch_q19/datafusion:parquet	295163388	293006142	1.01
tpch_q20/datafusion:parquet	298085456	294757305	1.01
tpch_q21/datafusion:parquet	701282155	696628901	1.01
tpch_q22/datafusion:parquet	210210605	212163937	0.99

datafusion / arrow (1.001x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	601730437	602414575	1.00
tpch_q02/datafusion:arrow	162873279	165866916	0.98
tpch_q03/datafusion:arrow	505153413	460082784	1.10
tpch_q04/datafusion:arrow	340038230	340547268	1.00
tpch_q05/datafusion:arrow	913716771	906181111	1.01
tpch_q06/datafusion:arrow	275158027	278876206	0.99
tpch_q07/datafusion:arrow	1218810355	1139995893	1.07
tpch_q08/datafusion:arrow	1102272190	1119626442	0.98
tpch_q09/datafusion:arrow	1313851107	1315394224	1.00
tpch_q10/datafusion:arrow	595663331	586092951	1.02
tpch_q11/datafusion:arrow	133870012	135204604	0.99
tpch_q12/datafusion:arrow	731656829	787571112	0.93
tpch_q13/datafusion:arrow	500911011	505690840	0.99
tpch_q14/datafusion:arrow	312139807	315008561	0.99
tpch_q15/datafusion:arrow	685750915	677915836	1.01
tpch_q16/datafusion:arrow	101313410	101171575	1.00
tpch_q17/datafusion:arrow	1308099121	1289927996	1.01
tpch_q18/datafusion:arrow	1865167895	1847952805	1.01
tpch_q19/datafusion:arrow	490409360	496803380	0.99
tpch_q20/datafusion:arrow	475750761	483061512	0.98
tpch_q21/datafusion:arrow	3002002286	2970789308	1.01
tpch_q22/datafusion:arrow	123862488	126259753	0.98

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

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	170089921	170305018	1.00
tpch_q02/duckdb:vortex-file-compressed	51555466	52980934	0.97
tpch_q03/duckdb:vortex-file-compressed	126035751	128535809	0.98
tpch_q04/duckdb:vortex-file-compressed	154116025	152367568	1.01
tpch_q05/duckdb:vortex-file-compressed	128676536	129398414	0.99
tpch_q06/duckdb:vortex-file-compressed	50558958	51195921	0.99
tpch_q07/duckdb:vortex-file-compressed	149587413	147002335	1.02
tpch_q08/duckdb:vortex-file-compressed	170350485	171024504	1.00
tpch_q09/duckdb:vortex-file-compressed	323545213	324540208	1.00
tpch_q10/duckdb:vortex-file-compressed	146454058	145172476	1.01
tpch_q11/duckdb:vortex-file-compressed	32943995	33169968	0.99
tpch_q12/duckdb:vortex-file-compressed	96476360	94790266	1.02
tpch_q13/duckdb:vortex-file-compressed	227137330	228247388	1.00
tpch_q14/duckdb:vortex-file-compressed	66462922	67793894	0.98
tpch_q15/duckdb:vortex-file-compressed	87763986	87403982	1.00
tpch_q16/duckdb:vortex-file-compressed	79134183	76756890	1.03
tpch_q17/duckdb:vortex-file-compressed	98854540	99910391	0.99
tpch_q18/duckdb:vortex-file-compressed	290333469	288788175	1.01
tpch_q19/duckdb:vortex-file-compressed	83977229	84577049	0.99
tpch_q20/duckdb:vortex-file-compressed	159689716	160334843	1.00
tpch_q21/duckdb:vortex-file-compressed	574685370	570112293	1.01
tpch_q22/duckdb:vortex-file-compressed	72672839	71889558	1.01

duckdb / vortex-compact (0.996x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	229404067	231407889	0.99
tpch_q02/duckdb:vortex-compact	56171434	56592567	0.99
tpch_q03/duckdb:vortex-compact	137628488	138783189	0.99
tpch_q04/duckdb:vortex-compact	171351948	172827462	0.99
tpch_q05/duckdb:vortex-compact	144082039	145455748	0.99
tpch_q06/duckdb:vortex-compact	83364464	85168749	0.98
tpch_q07/duckdb:vortex-compact	197438956	197406775	1.00
tpch_q08/duckdb:vortex-compact	183117731	183172824	1.00
tpch_q09/duckdb:vortex-compact	351126751	350462088	1.00
tpch_q10/duckdb:vortex-compact	177403022	175602475	1.01
tpch_q11/duckdb:vortex-compact	40575101	40406447	1.00
tpch_q12/duckdb:vortex-compact	201267564	202343294	0.99
tpch_q13/duckdb:vortex-compact	275519526	276985741	0.99
tpch_q14/duckdb:vortex-compact	99423870	98734905	1.01
tpch_q15/duckdb:vortex-compact	113881757	113557185	1.00
tpch_q16/duckdb:vortex-compact	83187382	82919939	1.00
tpch_q17/duckdb:vortex-compact	112558257	113124496	0.99
tpch_q18/duckdb:vortex-compact	286201579	291091902	0.98
tpch_q19/duckdb:vortex-compact	107535451	107907317	1.00
tpch_q20/duckdb:vortex-compact	202099923	202136022	1.00
tpch_q21/duckdb:vortex-compact	610124103	612410116	1.00
tpch_q22/duckdb:vortex-compact	84550381	84912419	1.00

duckdb / parquet (0.996x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	258504195	259202924	1.00
tpch_q02/duckdb:parquet	94145402	101629143	0.93
tpch_q03/duckdb:parquet	203914512	203901531	1.00
tpch_q04/duckdb:parquet	129356375	131541283	0.98
tpch_q05/duckdb:parquet	215370198	215832846	1.00
tpch_q06/duckdb:parquet	66989437	66502239	1.01
tpch_q07/duckdb:parquet	179453162	176703495	1.02
tpch_q08/duckdb:parquet	251539067	251732184	1.00
tpch_q09/duckdb:parquet	500248027	488023287	1.03
tpch_q10/duckdb:parquet	610061794	606933342	1.01
tpch_q11/duckdb:parquet	55563892	59463321	0.93
tpch_q12/duckdb:parquet	124227610	125033750	0.99
tpch_q13/duckdb:parquet	444200900	449224268	0.99
tpch_q14/duckdb:parquet	175795614	172325009	1.02
tpch_q15/duckdb:parquet	95039538	95613524	0.99
tpch_q16/duckdb:parquet	159167719	164113583	0.97
tpch_q17/duckdb:parquet	175241729	173853602	1.01
tpch_q18/duckdb:parquet	351116870	352577756	1.00
tpch_q19/duckdb:parquet	284641243	277643662	1.03
tpch_q20/duckdb:parquet	232052607	228548397	1.02
tpch_q21/duckdb:parquet	557440227	555842409	1.00
tpch_q22/duckdb:parquet	292585396	289185249	1.01

duckdb / duckdb (1.006x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117039897	117140119	1.00
tpch_q02/duckdb:duckdb	47672477	44649236	1.07
tpch_q03/duckdb:duckdb	97442340	97368965	1.00
tpch_q04/duckdb:duckdb	132795062	131697013	1.01
tpch_q05/duckdb:duckdb	108861512	108721082	1.00
tpch_q06/duckdb:duckdb	37081169	37273035	0.99
tpch_q07/duckdb:duckdb	86375697	86668788	1.00
tpch_q08/duckdb:duckdb	110612354	110319745	1.00
tpch_q09/duckdb:duckdb	276587856	277212173	1.00
tpch_q10/duckdb:duckdb	204748918	199898689	1.02
tpch_q11/duckdb:duckdb	15622825	15435718	1.01
tpch_q12/duckdb:duckdb	84588082	85165402	0.99
tpch_q13/duckdb:duckdb	220932496	221983811	1.00
tpch_q14/duckdb:duckdb	70286461	69982201	1.00
tpch_q15/duckdb:duckdb	78190695	77719400	1.01
tpch_q16/duckdb:duckdb	73649131	73816497	1.00
tpch_q17/duckdb:duckdb	84748950	84924706	1.00
tpch_q18/duckdb:duckdb	213478103	214426450	1.00
tpch_q19/duckdb:duckdb	117571143	116183984	1.01
tpch_q20/duckdb:duckdb	111551905	112124513	0.99
tpch_q21/duckdb:duckdb	290160685	292548535	0.99
tpch_q22/duckdb:duckdb	69068828	66619659	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-0.1%	+2.5%	-2.5%	+10.0%	➖ noise
1	datafusion:vortex-compact	-5.3%	+2.5%	-7.6%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-10.0%	+2.5%	-12.1%	+10.0%	✅ faster
1	duckdb:duckdb	-0.1%	+2.5%	-2.5%	+10.0%	➖ noise
1	duckdb:vortex-compact	-0.9%	+2.5%	-3.2%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.1%	+2.5%	-2.5%	+10.0%	➖ noise
2	datafusion:arrow	-1.8%	-4.1%	+2.3%	+10.0%	➖ noise
2	datafusion:vortex-compact	+20.0%	-4.1%	+25.1%	+10.0%	🚨 regression
2	datafusion:vortex-file-compressed	+13.2%	-4.1%	+18.0%	+10.0%	🚨 regression
2	duckdb:duckdb	+6.8%	-4.1%	+11.3%	+10.0%	🚨 regression
2	duckdb:vortex-compact	-0.7%	-4.1%	+3.5%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.7%	-4.1%	+1.4%	+10.0%	➖ noise
3	datafusion:arrow	+9.8%	+0.5%	+9.3%	+10.0%	➖ noise
3	datafusion:vortex-compact	+13.1%	+0.5%	+12.6%	+10.0%	🚨 regression
3	datafusion:vortex-file-compressed	+11.3%	+0.5%	+10.8%	+10.0%	🚨 regression
3	duckdb:duckdb	+0.1%	+0.5%	-0.4%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.8%	+0.5%	-1.3%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.9%	+0.5%	-2.4%	+10.0%	➖ noise
4	datafusion:arrow	-0.1%	+0.3%	-0.5%	+10.0%	➖ noise
4	datafusion:vortex-compact	+19.6%	+0.3%	+19.2%	+10.0%	🚨 regression
4	datafusion:vortex-file-compressed	+18.4%	+0.3%	+18.0%	+10.0%	🚨 regression
4	duckdb:duckdb	+0.8%	+0.3%	+0.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.9%	+0.3%	-1.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.1%	+0.3%	+0.8%	+10.0%	➖ noise
5	datafusion:arrow	+0.8%	+0.2%	+0.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	+2.9%	+0.2%	+2.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.3%	+0.2%	+2.1%	+10.0%	➖ noise
5	duckdb:duckdb	+0.1%	+0.2%	-0.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.9%	+0.2%	-1.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.6%	+0.2%	-0.8%	+10.0%	➖ noise
6	datafusion:arrow	-1.3%	+5.1%	-6.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	+7.2%	+5.1%	+2.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+5.4%	+5.1%	+0.3%	+10.0%	➖ noise
6	duckdb:duckdb	-0.5%	+5.1%	-5.3%	+10.8%	➖ noise
6	duckdb:vortex-compact	-2.1%	+5.1%	-6.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.2%	+5.1%	-6.0%	+10.0%	➖ noise
7	datafusion:arrow	+6.9%	+1.1%	+5.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	+2.5%	+1.1%	+1.3%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+2.2%	+1.1%	+1.0%	+10.0%	➖ noise
7	duckdb:duckdb	-0.3%	+1.1%	-1.5%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.0%	+1.1%	-1.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.8%	+1.1%	+0.6%	+10.0%	➖ noise
8	datafusion:arrow	-1.6%	+1.5%	-3.0%	+10.0%	➖ noise
8	datafusion:vortex-compact	+2.9%	+1.5%	+1.4%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+2.7%	+1.5%	+1.2%	+10.0%	➖ noise
8	duckdb:duckdb	+0.3%	+1.5%	-1.2%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.0%	+1.5%	-1.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.4%	+1.5%	-1.8%	+10.0%	➖ noise
9	datafusion:arrow	-0.1%	+1.3%	-1.4%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.8%	+1.3%	-2.0%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.4%	+1.3%	-1.7%	+10.0%	➖ noise
9	duckdb:duckdb	-0.2%	+1.3%	-1.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.2%	+1.3%	-1.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.3%	+1.3%	-1.5%	+10.0%	➖ noise
10	datafusion:arrow	+1.6%	+0.6%	+1.0%	+10.0%	➖ noise
10	datafusion:vortex-compact	+8.1%	+0.6%	+7.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+4.7%	+0.6%	+4.1%	+10.0%	➖ noise
10	duckdb:duckdb	+2.4%	+0.6%	+1.8%	+10.0%	➖ noise
10	duckdb:vortex-compact	+1.0%	+0.6%	+0.4%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.9%	+0.6%	+0.3%	+10.0%	➖ noise
11	datafusion:arrow	-1.0%	-3.4%	+2.5%	+12.9%	➖ noise
11	datafusion:vortex-compact	+7.3%	-3.4%	+11.1%	+10.0%	🚨 regression
11	datafusion:vortex-file-compressed	+5.6%	-3.4%	+9.3%	+10.0%	➖ noise
11	duckdb:duckdb	+1.2%	-3.4%	+4.8%	+11.5%	➖ noise
11	duckdb:vortex-compact	+0.4%	-3.4%	+4.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-0.7%	-3.4%	+2.9%	+10.0%	➖ noise
12	datafusion:arrow	-7.1%	+1.6%	-8.5%	+34.8%	➖ noise
12	datafusion:vortex-compact	+8.0%	+1.6%	+6.3%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+10.0%	+1.6%	+8.3%	+10.0%	➖ noise
12	duckdb:duckdb	-0.7%	+1.6%	-2.2%	+10.0%	➖ noise
12	duckdb:vortex-compact	-0.5%	+1.6%	-2.1%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.8%	+1.6%	+0.2%	+10.0%	➖ noise
13	datafusion:arrow	-0.9%	-1.2%	+0.2%	+10.0%	➖ noise
13	datafusion:vortex-compact	+5.5%	-1.2%	+6.8%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+4.8%	-1.2%	+6.0%	+10.0%	➖ noise
13	duckdb:duckdb	-0.5%	-1.2%	+0.7%	+10.0%	➖ noise
13	duckdb:vortex-compact	-0.5%	-1.2%	+0.7%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.5%	-1.2%	+0.7%	+10.0%	➖ noise
14	datafusion:arrow	-0.9%	+1.1%	-1.9%	+10.0%	➖ noise
14	datafusion:vortex-compact	+10.2%	+1.1%	+9.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+6.2%	+1.1%	+5.1%	+10.0%	➖ noise
14	duckdb:duckdb	+0.4%	+1.1%	-0.6%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.7%	+1.1%	-0.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-2.0%	+1.1%	-3.0%	+10.0%	➖ noise
15	datafusion:arrow	+1.2%	-0.3%	+1.5%	+10.0%	➖ noise
15	datafusion:vortex-compact	+14.9%	-0.3%	+15.2%	+10.0%	🚨 regression
15	datafusion:vortex-file-compressed	+7.9%	-0.3%	+8.3%	+10.0%	➖ noise
15	duckdb:duckdb	+0.6%	-0.3%	+0.9%	+10.0%	➖ noise
15	duckdb:vortex-compact	+0.3%	-0.3%	+0.6%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.4%	-0.3%	+0.7%	+10.0%	➖ noise
16	datafusion:arrow	+0.1%	-1.4%	+1.6%	+10.0%	➖ noise
16	datafusion:vortex-compact	+8.9%	-1.4%	+10.5%	+10.0%	🚨 regression
16	datafusion:vortex-file-compressed	+5.1%	-1.4%	+6.7%	+10.0%	➖ noise
16	duckdb:duckdb	-0.2%	-1.4%	+1.2%	+10.0%	➖ noise
16	duckdb:vortex-compact	+0.3%	-1.4%	+1.8%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+3.1%	-1.4%	+4.6%	+10.0%	➖ noise
17	datafusion:arrow	+1.4%	+1.2%	+0.2%	+10.0%	➖ noise
17	datafusion:vortex-compact	+3.3%	+1.2%	+2.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+3.2%	+1.2%	+2.0%	+10.0%	➖ noise
17	duckdb:duckdb	-0.2%	+1.2%	-1.4%	+10.0%	➖ noise
17	duckdb:vortex-compact	-0.5%	+1.2%	-1.7%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-1.1%	+1.2%	-2.2%	+10.0%	➖ noise
18	datafusion:arrow	+0.9%	+0.7%	+0.2%	+10.0%	➖ noise
18	datafusion:vortex-compact	+2.8%	+0.7%	+2.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.5%	+0.7%	+0.7%	+10.0%	➖ noise
18	duckdb:duckdb	-0.4%	+0.7%	-1.2%	+10.0%	➖ noise
18	duckdb:vortex-compact	-1.7%	+0.7%	-2.4%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.5%	+0.7%	-0.2%	+10.0%	➖ noise
19	datafusion:arrow	-1.3%	+1.6%	-2.9%	+10.0%	➖ noise
19	datafusion:vortex-compact	+2.7%	+1.6%	+1.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+0.7%	+1.6%	-0.9%	+10.0%	➖ noise
19	duckdb:duckdb	+1.2%	+1.6%	-0.4%	+10.0%	➖ noise
19	duckdb:vortex-compact	-0.3%	+1.6%	-1.9%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.7%	+1.6%	-2.3%	+10.0%	➖ noise
20	datafusion:arrow	-1.5%	+1.3%	-2.8%	+10.0%	➖ noise
20	datafusion:vortex-compact	+12.5%	+1.3%	+11.0%	+10.0%	🚨 regression
20	datafusion:vortex-file-compressed	+9.8%	+1.3%	+8.4%	+10.0%	➖ noise
20	duckdb:duckdb	-0.5%	+1.3%	-1.8%	+10.0%	➖ noise
20	duckdb:vortex-compact	-0.0%	+1.3%	-1.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-0.4%	+1.3%	-1.7%	+10.0%	➖ noise
21	datafusion:arrow	+1.1%	+0.5%	+0.6%	+10.0%	➖ noise
21	datafusion:vortex-compact	+11.2%	+0.5%	+10.7%	+10.0%	🚨 regression
21	datafusion:vortex-file-compressed	+7.2%	+0.5%	+6.7%	+10.0%	➖ noise
21	duckdb:duckdb	-0.8%	+0.5%	-1.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	-0.4%	+0.5%	-0.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.8%	+0.5%	+0.3%	+10.0%	➖ noise
22	datafusion:arrow	-1.9%	+0.1%	-2.0%	+10.0%	➖ noise
22	datafusion:vortex-compact	+17.6%	+0.1%	+17.5%	+10.0%	🚨 regression
22	datafusion:vortex-file-compressed	+8.2%	+0.1%	+8.1%	+10.0%	➖ noise
22	duckdb:duckdb	+3.7%	+0.1%	+3.5%	+10.0%	➖ noise
22	duckdb:vortex-compact	-0.4%	+0.1%	-0.5%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+1.1%	+0.1%	+1.0%	+10.0%	➖ noise

github-actions · 2026-04-20T11:46:42Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-04-20T11:47:28Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -3.5%
Vortex (geomean): 1.017x ➖
Parquet (geomean): 1.054x ➖
Shifts: Parquet (control) +5.4% · Median polish +1.1%

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

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	217161970	202923650	1.07
tpch_q02/datafusion:vortex-file-compressed	455320782	437730376	1.04
tpch_q03/datafusion:vortex-file-compressed	381036151	379148887	1.00
tpch_q04/datafusion:vortex-file-compressed 🚨	262122078	198522513	1.32
tpch_q05/datafusion:vortex-file-compressed	421526037	415268420	1.02
tpch_q06/datafusion:vortex-file-compressed	287237662	291490752	0.99
tpch_q07/datafusion:vortex-file-compressed	364453313	380105848	0.96
tpch_q08/datafusion:vortex-file-compressed	637346899	568515803	1.12
tpch_q09/datafusion:vortex-file-compressed	404665670	319476925	1.27
tpch_q10/datafusion:vortex-file-compressed	480812787	423193840	1.14
tpch_q11/datafusion:vortex-file-compressed	308751677	305302522	1.01
tpch_q12/datafusion:vortex-file-compressed	414551603	375540097	1.10
tpch_q13/datafusion:vortex-file-compressed	186864987	150192423	1.24
tpch_q14/datafusion:vortex-file-compressed	182067351	181511585	1.00
tpch_q15/datafusion:vortex-file-compressed 🚀	331038495	543174980	0.61
tpch_q16/datafusion:vortex-file-compressed	220009932	206697767	1.06
tpch_q17/datafusion:vortex-file-compressed	328600185	358645317	0.92
tpch_q18/datafusion:vortex-file-compressed	291567029	373053520	0.78
tpch_q19/datafusion:vortex-file-compressed	348001340	343650321	1.01
tpch_q20/datafusion:vortex-file-compressed	352555884	362755226	0.97
tpch_q21/datafusion:vortex-file-compressed	427859055	425087555	1.01
tpch_q22/datafusion:vortex-file-compressed	180889772	155302876	1.16

datafusion / vortex-compact (1.148x ➖, 0↑ 6↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	272192130	247739827	1.10
tpch_q02/datafusion:vortex-compact	445217017	418622522	1.06
tpch_q03/datafusion:vortex-compact	383895430	360912510	1.06
tpch_q04/datafusion:vortex-compact	196992634	239472932	0.82
tpch_q05/datafusion:vortex-compact	392076464	369918852	1.06
tpch_q06/datafusion:vortex-compact	308675011	302884892	1.02
tpch_q07/datafusion:vortex-compact	401735375	395245392	1.02
tpch_q08/datafusion:vortex-compact	542444546	482033703	1.13
tpch_q09/datafusion:vortex-compact	460200889	411110422	1.12
tpch_q10/datafusion:vortex-compact	573671628	496623729	1.16
tpch_q11/datafusion:vortex-compact 🚨	356045457	267963613	1.33
tpch_q12/datafusion:vortex-compact 🚨	602592320	447222279	1.35
tpch_q13/datafusion:vortex-compact 🚨	187601318	113566971	1.65
tpch_q14/datafusion:vortex-compact	315462583	287101013	1.10
tpch_q15/datafusion:vortex-compact	491722298	467650776	1.05
tpch_q16/datafusion:vortex-compact	198314114	180482910	1.10
tpch_q17/datafusion:vortex-compact 🚨	502148931	361773017	1.39
tpch_q18/datafusion:vortex-compact 🚨	374931572	276363570	1.36
tpch_q19/datafusion:vortex-compact	507281421	472295921	1.07
tpch_q20/datafusion:vortex-compact	491393995	462973967	1.06
tpch_q21/datafusion:vortex-compact	646831508	540716002	1.20
tpch_q22/datafusion:vortex-compact 🚨	199943964	151070524	1.32

datafusion / parquet (1.105x ➖, 0↑ 4↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	224060380	226543225	0.99
tpch_q02/datafusion:parquet	487531137	468532110	1.04
tpch_q03/datafusion:parquet	301245420	328425329	0.92
tpch_q04/datafusion:parquet	159006448	175155879	0.91
tpch_q05/datafusion:parquet	501872190	456288086	1.10
tpch_q06/datafusion:parquet	157818283	157231600	1.00
tpch_q07/datafusion:parquet	515425957	537528238	0.96
tpch_q08/datafusion:parquet	578223161	582820506	0.99
tpch_q09/datafusion:parquet	463180242	472584142	0.98
tpch_q10/datafusion:parquet 🚨	798072781	506371132	1.58
tpch_q11/datafusion:parquet 🚨	853633653	329376768	2.59
tpch_q12/datafusion:parquet	268937960	240813082	1.12
tpch_q13/datafusion:parquet	420847903	426872643	0.99
tpch_q14/datafusion:parquet	162725631	175834759	0.93
tpch_q15/datafusion:parquet	303170851	287079843	1.06
tpch_q16/datafusion:parquet	167548631	170382290	0.98
tpch_q17/datafusion:parquet	400717365	395239866	1.01
tpch_q18/datafusion:parquet	431668732	438091284	0.99
tpch_q19/datafusion:parquet	547044702	477213692	1.15
tpch_q20/datafusion:parquet 🚨	599991407	415038557	1.45
tpch_q21/datafusion:parquet 🚨	755329161	552089809	1.37
tpch_q22/datafusion:parquet	150191156	145545142	1.03

duckdb / vortex-file-compressed (0.956x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	258512871	268809134	0.96
tpch_q02/duckdb:vortex-file-compressed	981517682	985663407	1.00
tpch_q03/duckdb:vortex-file-compressed	636276418	661838419	0.96
tpch_q04/duckdb:vortex-file-compressed	340593391	374923164	0.91
tpch_q05/duckdb:vortex-file-compressed	890972946	948794311	0.94
tpch_q06/duckdb:vortex-file-compressed	403842371	424787749	0.95
tpch_q07/duckdb:vortex-file-compressed	880107616	856043747	1.03
tpch_q08/duckdb:vortex-file-compressed	960848341	961470602	1.00
tpch_q09/duckdb:vortex-file-compressed	836621823	820699921	1.02
tpch_q10/duckdb:vortex-file-compressed	792805593	791034610	1.00
tpch_q11/duckdb:vortex-file-compressed	479445501	499887077	0.96
tpch_q12/duckdb:vortex-file-compressed	468409684	518108126	0.90
tpch_q13/duckdb:vortex-file-compressed	489853439	470385851	1.04
tpch_q14/duckdb:vortex-file-compressed	475107938	475664102	1.00
tpch_q15/duckdb:vortex-file-compressed	287629265	361669440	0.80
tpch_q16/duckdb:vortex-file-compressed	401610611	362275025	1.11
tpch_q17/duckdb:vortex-file-compressed	705163883	761184287	0.93
tpch_q18/duckdb:vortex-file-compressed	526867821	653085631	0.81
tpch_q19/duckdb:vortex-file-compressed	470237440	444724892	1.06
tpch_q20/duckdb:vortex-file-compressed	822238908	828443836	0.99
tpch_q21/duckdb:vortex-file-compressed	1054679070	1174038642	0.90
tpch_q22/duckdb:vortex-file-compressed	331966412	390477481	0.85

duckdb / vortex-compact (0.950x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	263474688	344368631	0.77
tpch_q02/duckdb:vortex-compact	939419020	969179224	0.97
tpch_q03/duckdb:vortex-compact	594684524	597348841	1.00
tpch_q04/duckdb:vortex-compact	350651199	332526031	1.05
tpch_q05/duckdb:vortex-compact	887983230	900823311	0.99
tpch_q06/duckdb:vortex-compact	392299217	446082827	0.88
tpch_q07/duckdb:vortex-compact	800303015	816678294	0.98
tpch_q08/duckdb:vortex-compact	984217473	1091893671	0.90
tpch_q09/duckdb:vortex-compact	850825775	921962865	0.92
tpch_q10/duckdb:vortex-compact	802344025	697499482	1.15
tpch_q11/duckdb:vortex-compact	504623347	543805091	0.93
tpch_q12/duckdb:vortex-compact	474289346	457270823	1.04
tpch_q13/duckdb:vortex-compact	419037950	449178273	0.93
tpch_q14/duckdb:vortex-compact	415176660	508162866	0.82
tpch_q15/duckdb:vortex-compact	288975006	340812416	0.85
tpch_q16/duckdb:vortex-compact	381746811	387609085	0.98
tpch_q17/duckdb:vortex-compact	644760819	684959089	0.94
tpch_q18/duckdb:vortex-compact	495710435	525439386	0.94
tpch_q19/duckdb:vortex-compact	448994048	481960576	0.93
tpch_q20/duckdb:vortex-compact	765708312	825328847	0.93
tpch_q21/duckdb:vortex-compact	1210065468	1048398008	1.15
tpch_q22/duckdb:vortex-compact	345844142	369472735	0.94

duckdb / parquet (1.006x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	472451011	458079892	1.03
tpch_q02/duckdb:parquet	1258167214	1328825667	0.95
tpch_q03/duckdb:parquet	1128492829	971206621	1.16
tpch_q04/duckdb:parquet	582770510	609125210	0.96
tpch_q05/duckdb:parquet	1509217806	1441740890	1.05
tpch_q06/duckdb:parquet	428601361	404733606	1.06
tpch_q07/duckdb:parquet	1358712777	1293861229	1.05
tpch_q08/duckdb:parquet	1790180244	1723817993	1.04
tpch_q09/duckdb:parquet	1403851018	1489573435	0.94
tpch_q10/duckdb:parquet	1286310264	1307894064	0.98
tpch_q11/duckdb:parquet	869307161	886942239	0.98
tpch_q12/duckdb:parquet	656155798	659234284	1.00
tpch_q13/duckdb:parquet	866507136	900131968	0.96
tpch_q14/duckdb:parquet	635460179	654438986	0.97
tpch_q15/duckdb:parquet	505080581	506755579	1.00
tpch_q16/duckdb:parquet	598930749	607556258	0.99
tpch_q17/duckdb:parquet	707050453	782876505	0.90
tpch_q18/duckdb:parquet	916442079	914494411	1.00
tpch_q19/duckdb:parquet	812659370	749098408	1.08
tpch_q20/duckdb:parquet	1084034249	1065350407	1.02
tpch_q21/duckdb:parquet	1139817579	1131537192	1.01
tpch_q22/duckdb:parquet	563574668	546262522	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+9.9%	+1.0%	+8.8%	+70.6%	➖ noise
1	datafusion:vortex-file-compressed	+7.0%	+1.0%	+6.0%	+71.8%	➖ noise
1	duckdb:vortex-compact	-23.5%	+1.0%	-24.2%	+66.4%	➖ noise
1	duckdb:vortex-file-compressed	-3.8%	+1.0%	-4.8%	+48.9%	➖ noise
2	datafusion:vortex-compact	+6.4%	-0.7%	+7.1%	+36.3%	➖ noise
2	datafusion:vortex-file-compressed	+4.0%	-0.7%	+4.8%	+36.3%	➖ noise
2	duckdb:vortex-compact	-3.1%	-0.7%	-2.3%	+36.3%	➖ noise
2	duckdb:vortex-file-compressed	-0.4%	-0.7%	+0.3%	+36.3%	➖ noise
3	datafusion:vortex-compact	+6.4%	+3.2%	+3.0%	+41.5%	➖ noise
3	datafusion:vortex-file-compressed	+0.5%	+3.2%	-2.7%	+58.6%	➖ noise
3	duckdb:vortex-compact	-0.4%	+3.2%	-3.6%	+40.7%	➖ noise
3	duckdb:vortex-file-compressed	-3.9%	+3.2%	-6.9%	+36.3%	➖ noise
4	datafusion:vortex-compact	-17.7%	-6.8%	-11.7%	+36.3%	➖ noise
4	datafusion:vortex-file-compressed	+32.0%	-6.8%	+41.7%	+36.3%	🚨 regression
4	duckdb:vortex-compact	+5.5%	-6.8%	+13.2%	+36.3%	➖ noise
4	duckdb:vortex-file-compressed	-9.2%	-6.8%	-2.5%	+36.3%	➖ noise
5	datafusion:vortex-compact	+6.0%	+7.3%	-1.2%	+36.3%	➖ noise
5	datafusion:vortex-file-compressed	+1.5%	+7.3%	-5.4%	+36.3%	➖ noise
5	duckdb:vortex-compact	-1.4%	+7.3%	-8.1%	+36.3%	➖ noise
5	duckdb:vortex-file-compressed	-6.1%	+7.3%	-12.5%	+36.3%	➖ noise
6	datafusion:vortex-compact	+1.9%	+3.1%	-1.2%	+36.3%	➖ noise
6	datafusion:vortex-file-compressed	-1.5%	+3.1%	-4.4%	+36.3%	➖ noise
6	duckdb:vortex-compact	-12.1%	+3.1%	-14.7%	+36.3%	➖ noise
6	duckdb:vortex-file-compressed	-4.9%	+3.1%	-7.8%	+36.3%	➖ noise
7	datafusion:vortex-compact	+1.6%	+0.3%	+1.3%	+36.3%	➖ noise
7	datafusion:vortex-file-compressed	-4.1%	+0.3%	-4.4%	+36.3%	➖ noise
7	duckdb:vortex-compact	-2.0%	+0.3%	-2.3%	+36.3%	➖ noise
7	duckdb:vortex-file-compressed	+2.8%	+0.3%	+2.5%	+36.3%	➖ noise
8	datafusion:vortex-compact	+12.5%	+1.5%	+10.9%	+36.3%	➖ noise
8	datafusion:vortex-file-compressed	+12.1%	+1.5%	+10.4%	+36.3%	➖ noise
8	duckdb:vortex-compact	-9.9%	+1.5%	-11.2%	+36.3%	➖ noise
8	duckdb:vortex-file-compressed	-0.1%	+1.5%	-1.5%	+36.3%	➖ noise
9	datafusion:vortex-compact	+11.9%	-3.9%	+16.5%	+36.3%	➖ noise
9	datafusion:vortex-file-compressed	+26.7%	-3.9%	+31.8%	+36.3%	➖ noise
9	duckdb:vortex-compact	-7.7%	-3.9%	-4.0%	+36.3%	➖ noise
9	duckdb:vortex-file-compressed	+1.9%	-3.9%	+6.1%	+36.3%	➖ noise
10	datafusion:vortex-compact	+15.5%	+24.5%	-7.2%	+36.3%	➖ noise
10	datafusion:vortex-file-compressed	+13.6%	+24.5%	-8.7%	+36.3%	➖ noise
10	duckdb:vortex-compact	+15.0%	+24.5%	-7.6%	+36.3%	➖ noise
10	duckdb:vortex-file-compressed	+0.2%	+24.5%	-19.5%	+36.3%	➖ noise
11	datafusion:vortex-compact	+32.9%	+59.4%	-16.6%	+36.3%	➖ noise
11	datafusion:vortex-file-compressed	+1.1%	+59.4%	-36.5%	+36.3%	✅ faster
11	duckdb:vortex-compact	-7.2%	+59.4%	-41.8%	+36.3%	✅ faster
11	duckdb:vortex-file-compressed	-4.1%	+59.4%	-39.8%	+36.3%	✅ faster
12	datafusion:vortex-compact	+34.7%	+5.4%	+27.8%	+36.3%	➖ noise
12	datafusion:vortex-file-compressed	+10.4%	+5.4%	+4.7%	+46.5%	➖ noise
12	duckdb:vortex-compact	+3.7%	+5.4%	-1.6%	+36.3%	➖ noise
12	duckdb:vortex-file-compressed	-9.6%	+5.4%	-14.2%	+36.3%	➖ noise
13	datafusion:vortex-compact	+65.2%	-2.6%	+69.6%	+59.9%	🚨 regression
13	datafusion:vortex-file-compressed	+24.4%	-2.6%	+27.7%	+63.7%	➖ noise
13	duckdb:vortex-compact	-6.7%	-2.6%	-4.2%	+36.3%	➖ noise
13	duckdb:vortex-file-compressed	+4.1%	-2.6%	+6.9%	+36.3%	➖ noise
14	datafusion:vortex-compact	+9.9%	-5.2%	+15.9%	+36.3%	➖ noise
14	datafusion:vortex-file-compressed	+0.3%	-5.2%	+5.8%	+62.4%	➖ noise
14	duckdb:vortex-compact	-18.3%	-5.2%	-13.8%	+36.3%	➖ noise
14	duckdb:vortex-file-compressed	-0.1%	-5.2%	+5.4%	+36.3%	➖ noise
15	datafusion:vortex-compact	+5.1%	+2.6%	+2.5%	+36.3%	➖ noise
15	datafusion:vortex-file-compressed	-39.1%	+2.6%	-40.6%	+36.3%	✅ faster
15	duckdb:vortex-compact	-15.2%	+2.6%	-17.4%	+36.3%	➖ noise
15	duckdb:vortex-file-compressed	-20.5%	+2.6%	-22.5%	+36.3%	➖ noise
16	datafusion:vortex-compact	+9.9%	-1.5%	+11.6%	+36.3%	➖ noise
16	datafusion:vortex-file-compressed	+6.4%	-1.5%	+8.1%	+36.3%	➖ noise
16	duckdb:vortex-compact	-1.5%	-1.5%	+0.0%	+36.3%	➖ noise
16	duckdb:vortex-file-compressed	+10.9%	-1.5%	+12.6%	+36.3%	➖ noise
17	datafusion:vortex-compact	+38.8%	-4.3%	+45.1%	+36.3%	🚨 regression
17	datafusion:vortex-file-compressed	-8.4%	-4.3%	-4.3%	+36.3%	➖ noise
17	duckdb:vortex-compact	-5.9%	-4.3%	-1.6%	+36.3%	➖ noise
17	duckdb:vortex-file-compressed	-7.4%	-4.3%	-3.2%	+36.3%	➖ noise
18	datafusion:vortex-compact	+35.7%	-0.6%	+36.5%	+36.3%	🚨 regression
18	datafusion:vortex-file-compressed	-21.8%	-0.6%	-21.3%	+38.9%	➖ noise
18	duckdb:vortex-compact	-5.7%	-0.6%	-5.1%	+36.3%	➖ noise
18	duckdb:vortex-file-compressed	-19.3%	-0.6%	-18.8%	+36.3%	➖ noise
19	datafusion:vortex-compact	+7.4%	+11.5%	-3.7%	+36.3%	➖ noise
19	datafusion:vortex-file-compressed	+1.3%	+11.5%	-9.2%	+36.3%	➖ noise
19	duckdb:vortex-compact	-6.8%	+11.5%	-16.5%	+36.3%	➖ noise
19	duckdb:vortex-file-compressed	+5.7%	+11.5%	-5.2%	+36.3%	➖ noise
20	datafusion:vortex-compact	+6.1%	+21.3%	-12.5%	+36.3%	➖ noise
20	datafusion:vortex-file-compressed	-2.8%	+21.3%	-19.9%	+36.3%	➖ noise
20	duckdb:vortex-compact	-7.2%	+21.3%	-23.5%	+36.3%	➖ noise
20	duckdb:vortex-file-compressed	-0.7%	+21.3%	-18.2%	+36.3%	➖ noise
21	datafusion:vortex-compact	+19.6%	+17.4%	+1.9%	+36.3%	➖ noise
21	datafusion:vortex-file-compressed	+0.7%	+17.4%	-14.3%	+36.3%	➖ noise
21	duckdb:vortex-compact	+15.4%	+17.4%	-1.7%	+36.3%	➖ noise
21	duckdb:vortex-file-compressed	-10.2%	+17.4%	-23.5%	+36.3%	➖ noise
22	datafusion:vortex-compact	+32.4%	+3.2%	+28.3%	+36.3%	➖ noise
22	datafusion:vortex-file-compressed	+16.5%	+3.2%	+12.9%	+36.3%	➖ noise
22	duckdb:vortex-compact	-6.4%	+3.2%	-9.3%	+36.3%	➖ noise
22	duckdb:vortex-file-compressed	-15.0%	+3.2%	-17.6%	+36.3%	➖ noise

github-actions · 2026-04-20T11:48:15Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.3%
Vortex (geomean): 1.060x ➖
Parquet (geomean): 1.013x ➖
Shifts: Parquet (control) +1.3% · Median polish +1.1%

datafusion / vortex-file-compressed (1.081x ➖, 0↑ 14↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1637408	1684363	0.97
clickbench_q01/datafusion:vortex-file-compressed	14019809	13658573	1.03
clickbench_q02/datafusion:vortex-file-compressed 🚨	34796878	31179576	1.12
clickbench_q03/datafusion:vortex-file-compressed 🚨	40959595	35599218	1.15
clickbench_q04/datafusion:vortex-file-compressed	289124210	280185707	1.03
clickbench_q05/datafusion:vortex-file-compressed 🚨	328439493	292025439	1.12
clickbench_q06/datafusion:vortex-file-compressed	1646397	1681488	0.98
clickbench_q07/datafusion:vortex-file-compressed	17042656	15922539	1.07
clickbench_q08/datafusion:vortex-file-compressed	369390184	350189788	1.05
clickbench_q09/datafusion:vortex-file-compressed	560944801	541365682	1.04
clickbench_q10/datafusion:vortex-file-compressed 🚨	75980398	67996817	1.12
clickbench_q11/datafusion:vortex-file-compressed 🚨	91132262	80819182	1.13
clickbench_q12/datafusion:vortex-file-compressed	277209403	252070803	1.10
clickbench_q13/datafusion:vortex-file-compressed	437396135	403434952	1.08
clickbench_q14/datafusion:vortex-file-compressed	265907478	247254617	1.08
clickbench_q15/datafusion:vortex-file-compressed	326166989	316085178	1.03
clickbench_q16/datafusion:vortex-file-compressed	646385857	643402225	1.00
clickbench_q17/datafusion:vortex-file-compressed	633435437	620843106	1.02
clickbench_q18/datafusion:vortex-file-compressed	1277682206	1266924670	1.01
clickbench_q19/datafusion:vortex-file-compressed	23471279	25057880	0.94
clickbench_q20/datafusion:vortex-file-compressed	335877891	331433652	1.01
clickbench_q21/datafusion:vortex-file-compressed	364220968	367616361	0.99
clickbench_q22/datafusion:vortex-file-compressed	460212770	450243653	1.02
clickbench_q23/datafusion:vortex-file-compressed 🚨	867388310	668549515	1.30
clickbench_q24/datafusion:vortex-file-compressed 🚨	56871340	44108189	1.29
clickbench_q25/datafusion:vortex-file-compressed 🚨	78334532	66169051	1.18
clickbench_q26/datafusion:vortex-file-compressed 🚨	53625010	43809186	1.22
clickbench_q27/datafusion:vortex-file-compressed 🚨	809665070	719910589	1.12
clickbench_q28/datafusion:vortex-file-compressed	6648121612	6442596673	1.03
clickbench_q29/datafusion:vortex-file-compressed	243477031	238323719	1.02
clickbench_q30/datafusion:vortex-file-compressed 🚨	247875059	216020929	1.15
clickbench_q31/datafusion:vortex-file-compressed 🚨	280870757	249398871	1.13
clickbench_q32/datafusion:vortex-file-compressed	1162971973	1095837864	1.06
clickbench_q33/datafusion:vortex-file-compressed	1351256113	1263652494	1.07
clickbench_q34/datafusion:vortex-file-compressed	1331353939	1277569781	1.04
clickbench_q35/datafusion:vortex-file-compressed	465344497	447725064	1.04
clickbench_q36/datafusion:vortex-file-compressed	69744584	68705481	1.02
clickbench_q37/datafusion:vortex-file-compressed	35430628	34653839	1.02
clickbench_q38/datafusion:vortex-file-compressed 🚨	30540589	19358349	1.58
clickbench_q39/datafusion:vortex-file-compressed	138626500	129952681	1.07
clickbench_q40/datafusion:vortex-file-compressed	16850661	15916346	1.06
clickbench_q41/datafusion:vortex-file-compressed 🚨	17178603	15415489	1.11
clickbench_q42/datafusion:vortex-file-compressed	18071433	17157467	1.05

datafusion / parquet (1.012x ➖, 0↑ 2↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚨	1758109	1515604	1.16
clickbench_q01/datafusion:parquet	19279971	19281992	1.00
clickbench_q02/datafusion:parquet	47869075	47665275	1.00
clickbench_q03/datafusion:parquet 🚨	40914733	37142272	1.10
clickbench_q04/datafusion:parquet	318461447	297975592	1.07
clickbench_q05/datafusion:parquet	377936751	344445120	1.10
clickbench_q06/datafusion:parquet	1691052	1727289	0.98
clickbench_q07/datafusion:parquet	23369364	21735057	1.08
clickbench_q08/datafusion:parquet	392303458	370920287	1.06
clickbench_q09/datafusion:parquet	633919912	616409546	1.03
clickbench_q10/datafusion:parquet	116013347	109816413	1.06
clickbench_q11/datafusion:parquet	137796321	135305889	1.02
clickbench_q12/datafusion:parquet	342060168	345520906	0.99
clickbench_q13/datafusion:parquet	497675800	493248053	1.01
clickbench_q14/datafusion:parquet	338351575	340365898	0.99
clickbench_q15/datafusion:parquet	332822228	335259236	0.99
clickbench_q16/datafusion:parquet	672794328	655274643	1.03
clickbench_q17/datafusion:parquet	641423367	647451463	0.99
clickbench_q18/datafusion:parquet	1319698255	1313720314	1.00
clickbench_q19/datafusion:parquet	28627235	29191614	0.98
clickbench_q20/datafusion:parquet	594612400	614139650	0.97
clickbench_q21/datafusion:parquet	668477698	665856783	1.00
clickbench_q22/datafusion:parquet	996298656	987996562	1.01
clickbench_q23/datafusion:parquet	3793090589	3735639009	1.02
clickbench_q24/datafusion:parquet	83276846	80738615	1.03
clickbench_q25/datafusion:parquet	137584820	135172080	1.02
clickbench_q26/datafusion:parquet	88663883	83393327	1.06
clickbench_q27/datafusion:parquet	1054378096	1037199467	1.02
clickbench_q28/datafusion:parquet	6511035543	6367790690	1.02
clickbench_q29/datafusion:parquet	234853772	249440005	0.94
clickbench_q30/datafusion:parquet	333594469	331592769	1.01
clickbench_q31/datafusion:parquet	366300996	359418351	1.02
clickbench_q32/datafusion:parquet	1138192583	1154662315	0.99
clickbench_q33/datafusion:parquet	1479156710	1462086395	1.01
clickbench_q34/datafusion:parquet	1470558569	1469689502	1.00
clickbench_q35/datafusion:parquet	480726757	476290229	1.01
clickbench_q36/datafusion:parquet	134029284	137670699	0.97
clickbench_q37/datafusion:parquet	56408460	58793446	0.96
clickbench_q38/datafusion:parquet	81050091	82958086	0.98
clickbench_q39/datafusion:parquet	255489864	254449911	1.00
clickbench_q40/datafusion:parquet	28699558	30291588	0.95
clickbench_q41/datafusion:parquet	26843595	28288590	0.95
clickbench_q42/datafusion:parquet	28265407	29136166	0.97

duckdb / vortex-file-compressed (1.040x ➖, 0↑ 8↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6099897	5936808	1.03
clickbench_q01/duckdb:vortex-file-compressed	13878046	13930632	1.00
clickbench_q02/duckdb:vortex-file-compressed	25663251	26312566	0.98
clickbench_q03/duckdb:vortex-file-compressed	29603915	30375322	0.97
clickbench_q04/duckdb:vortex-file-compressed	178111153	180658100	0.99
clickbench_q05/duckdb:vortex-file-compressed	172455569	171717842	1.00
clickbench_q06/duckdb:vortex-file-compressed	18284475	18621005	0.98
clickbench_q07/duckdb:vortex-file-compressed	15507890	15107995	1.03
clickbench_q08/duckdb:vortex-file-compressed	250212048	260474601	0.96
clickbench_q09/duckdb:vortex-file-compressed	331866505	330001313	1.01
clickbench_q10/duckdb:vortex-file-compressed	66819285	66616412	1.00
clickbench_q11/duckdb:vortex-file-compressed	77401172	78886866	0.98
clickbench_q12/duckdb:vortex-file-compressed	191918969	208776701	0.92
clickbench_q13/duckdb:vortex-file-compressed	402174525	393308510	1.02
clickbench_q14/duckdb:vortex-file-compressed	227495538	226465133	1.00
clickbench_q15/duckdb:vortex-file-compressed	236296246	236032974	1.00
clickbench_q16/duckdb:vortex-file-compressed	582170050	580976888	1.00
clickbench_q17/duckdb:vortex-file-compressed	478562673	472613742	1.01
clickbench_q18/duckdb:vortex-file-compressed	970769576	952244514	1.02
clickbench_q19/duckdb:vortex-file-compressed	22290477	22571106	0.99
clickbench_q20/duckdb:vortex-file-compressed	327177345	342378081	0.96
clickbench_q21/duckdb:vortex-file-compressed	371470335	367003325	1.01
clickbench_q22/duckdb:vortex-file-compressed 🚨	602661045	543186166	1.11
clickbench_q23/duckdb:vortex-file-compressed 🚨	1719796134	1179809958	1.46
clickbench_q24/duckdb:vortex-file-compressed	38437923	40072802	0.96
clickbench_q25/duckdb:vortex-file-compressed	76579935	79938637	0.96
clickbench_q26/duckdb:vortex-file-compressed	52469225	49507500	1.06
clickbench_q27/duckdb:vortex-file-compressed	474884358	464431023	1.02
clickbench_q28/duckdb:vortex-file-compressed	2953568709	2960166564	1.00
clickbench_q29/duckdb:vortex-file-compressed	28093004	28509093	0.99
clickbench_q30/duckdb:vortex-file-compressed	191458617	190423510	1.01
clickbench_q31/duckdb:vortex-file-compressed	277793745	280489778	0.99
clickbench_q32/duckdb:vortex-file-compressed	1173100101	1122911901	1.04
clickbench_q33/duckdb:vortex-file-compressed	1168186092	1164936412	1.00
clickbench_q34/duckdb:vortex-file-compressed	1209977457	1251649732	0.97
clickbench_q35/duckdb:vortex-file-compressed	386156838	373250036	1.03
clickbench_q36/duckdb:vortex-file-compressed 🚨	34714271	27902502	1.24
clickbench_q37/duckdb:vortex-file-compressed 🚨	27616618	21398067	1.29
clickbench_q38/duckdb:vortex-file-compressed 🚨	27768449	23233071	1.20
clickbench_q39/duckdb:vortex-file-compressed	45161285	42611067	1.06
clickbench_q40/duckdb:vortex-file-compressed 🚨	24764258	20363085	1.22
clickbench_q41/duckdb:vortex-file-compressed 🚨	24131839	19691859	1.23
clickbench_q42/duckdb:vortex-file-compressed 🚨	26832427	21730142	1.23

duckdb / parquet (1.014x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	26338381	25300639	1.04
clickbench_q01/duckdb:parquet	28004520	27389962	1.02
clickbench_q02/duckdb:parquet	49407912	48238253	1.02
clickbench_q03/duckdb:parquet	38065951	38545334	0.99
clickbench_q04/duckdb:parquet	202705437	201147051	1.01
clickbench_q05/duckdb:parquet	272383382	264922793	1.03
clickbench_q06/duckdb:parquet	46990924	46741890	1.01
clickbench_q07/duckdb:parquet	30098749	28675382	1.05
clickbench_q08/duckdb:parquet	263192777	267037016	0.99
clickbench_q09/duckdb:parquet	394982957	392246037	1.01
clickbench_q10/duckdb:parquet	81013440	80704317	1.00
clickbench_q11/duckdb:parquet	97536787	97732279	1.00
clickbench_q12/duckdb:parquet	295425335	283184456	1.04
clickbench_q13/duckdb:parquet	475679915	476103119	1.00
clickbench_q14/duckdb:parquet	324426438	327325510	0.99
clickbench_q15/duckdb:parquet	256089516	259054866	0.99
clickbench_q16/duckdb:parquet	650847624	642519123	1.01
clickbench_q17/duckdb:parquet	540544495	523908223	1.03
clickbench_q18/duckdb:parquet	1067268110	1060687905	1.01
clickbench_q19/duckdb:parquet	25754594	25683606	1.00
clickbench_q20/duckdb:parquet	429204205	427863304	1.00
clickbench_q21/duckdb:parquet	545734901	546435413	1.00
clickbench_q22/duckdb:parquet	931105647	924630688	1.01
clickbench_q23/duckdb:parquet	298658099	310844241	0.96
clickbench_q24/duckdb:parquet	68103606	69035785	0.99
clickbench_q25/duckdb:parquet	157381193	155176048	1.01
clickbench_q26/duckdb:parquet	48081504	45848924	1.05
clickbench_q27/duckdb:parquet	644887576	637372646	1.01
clickbench_q28/duckdb:parquet	4836961426	4826107239	1.00
clickbench_q29/duckdb:parquet	40733344	40172239	1.01
clickbench_q30/duckdb:parquet	301295493	296878740	1.01
clickbench_q31/duckdb:parquet	367867226	358699524	1.03
clickbench_q32/duckdb:parquet	1201625451	1140252996	1.05
clickbench_q33/duckdb:parquet	1337517887	1227522475	1.09
clickbench_q34/duckdb:parquet	1329162271	1262873200	1.05
clickbench_q35/duckdb:parquet	360609943	362780899	0.99
clickbench_q36/duckdb:parquet	48668784	49770616	0.98
clickbench_q37/duckdb:parquet	30496070	30995497	0.98
clickbench_q38/duckdb:parquet	33256024	33783229	0.98
clickbench_q39/duckdb:parquet	83169781	75691728	1.10
clickbench_q40/duckdb:parquet	18072635	18584821	0.97
clickbench_q41/duckdb:parquet	19673601	18347271	1.07
clickbench_q42/duckdb:parquet	21639912	20846787	1.04

duckdb / duckdb (1.021x ➖, 1↑ 5↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17381135	18212881	0.95
clickbench_q01/duckdb:duckdb	33460882	33323499	1.00
clickbench_q02/duckdb:duckdb	45558982	46169931	0.99
clickbench_q03/duckdb:duckdb	46781415	46902982	1.00
clickbench_q04/duckdb:duckdb	188374953	188690938	1.00
clickbench_q05/duckdb:duckdb	266259879	264264388	1.01
clickbench_q06/duckdb:duckdb	28259955	27779674	1.02
clickbench_q07/duckdb:duckdb	35874326	35506136	1.01
clickbench_q08/duckdb:duckdb	251145818	251295898	1.00
clickbench_q09/duckdb:duckdb	361794934	368842820	0.98
clickbench_q10/duckdb:duckdb	98796272	97449741	1.01
clickbench_q11/duckdb:duckdb	108378774	106599050	1.02
clickbench_q12/duckdb:duckdb	242784031	234136356	1.04
clickbench_q13/duckdb:duckdb	467012774	460449971	1.01
clickbench_q14/duckdb:duckdb	270796631	273907607	0.99
clickbench_q15/duckdb:duckdb	219224947	220373478	0.99
clickbench_q16/duckdb:duckdb	631816080	632984090	1.00
clickbench_q17/duckdb:duckdb	560371434	562648105	1.00
clickbench_q18/duckdb:duckdb	1232890055	1196400668	1.03
clickbench_q19/duckdb:duckdb	34924852	34651122	1.01
clickbench_q20/duckdb:duckdb 🚨	991956659	897551434	1.11
clickbench_q21/duckdb:duckdb	935495546	946419286	0.99
clickbench_q22/duckdb:duckdb 🚨	1115769959	1013203917	1.10
clickbench_q23/duckdb:duckdb	256199883	258455194	0.99
clickbench_q24/duckdb:duckdb	61641245	61145079	1.01
clickbench_q25/duckdb:duckdb	144174004	142340971	1.01
clickbench_q26/duckdb:duckdb	61580523	59736284	1.03
clickbench_q27/duckdb:duckdb	966807761	940856362	1.03
clickbench_q28/duckdb:duckdb	4710385237	4595308904	1.03
clickbench_q29/duckdb:duckdb	49350119	48270501	1.02
clickbench_q30/duckdb:duckdb	258883086	258075886	1.00
clickbench_q31/duckdb:duckdb	435711731	413760567	1.05
clickbench_q32/duckdb:duckdb	1540609610	1463085339	1.05
clickbench_q33/duckdb:duckdb 🚨	2248803519	1872193274	1.20
clickbench_q34/duckdb:duckdb 🚨	2276565666	2025671530	1.12
clickbench_q35/duckdb:duckdb	284526916	281556024	1.01
clickbench_q36/duckdb:duckdb 🚨	41303154	35575724	1.16
clickbench_q37/duckdb:duckdb	31513543	30841876	1.02
clickbench_q38/duckdb:duckdb	31358851	30653704	1.02
clickbench_q39/duckdb:duckdb 🚀	62895680	71580762	0.88
clickbench_q40/duckdb:duckdb	32037068	31411188	1.02
clickbench_q41/duckdb:duckdb	31564942	31218987	1.01
clickbench_q42/duckdb:duckdb	32185759	31848355	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-2.8%	+9.9%	-11.5%	+782.2%	➖ noise
0	duckdb:duckdb	-4.6%	+9.9%	-13.2%	+283.5%	➖ noise
0	duckdb:vortex-file-compressed	+2.7%	+9.9%	-6.5%	+481.2%	➖ noise
1	datafusion:vortex-file-compressed	+2.6%	+1.1%	+1.5%	+29.0%	➖ noise
1	duckdb:duckdb	+0.4%	+1.1%	-0.7%	+63.6%	➖ noise
1	duckdb:vortex-file-compressed	-0.4%	+1.1%	-1.5%	+23.0%	➖ noise
2	datafusion:vortex-file-compressed	+11.6%	+1.4%	+10.0%	+15.9%	➖ noise
2	duckdb:duckdb	-1.3%	+1.4%	-2.7%	+23.3%	➖ noise
2	duckdb:vortex-file-compressed	-2.5%	+1.4%	-3.8%	+11.6%	➖ noise
3	datafusion:vortex-file-compressed	+15.1%	+4.3%	+10.3%	+157.4%	➖ noise
3	duckdb:duckdb	-0.3%	+4.3%	-4.4%	+49.9%	➖ noise
3	duckdb:vortex-file-compressed	-2.5%	+4.3%	-6.6%	+88.5%	➖ noise
4	datafusion:vortex-file-compressed	+3.2%	+3.8%	-0.6%	+10.0%	➖ noise
4	duckdb:duckdb	-0.2%	+3.8%	-3.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.4%	+3.8%	-5.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+12.5%	+6.2%	+5.9%	+10.0%	➖ noise
5	duckdb:duckdb	+0.8%	+6.2%	-5.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.4%	+6.2%	-5.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.1%	-0.8%	-1.3%	+40.0%	➖ noise
6	duckdb:duckdb	+1.7%	-0.8%	+2.5%	+29.5%	➖ noise
6	duckdb:vortex-file-compressed	-1.8%	-0.8%	-1.0%	+15.4%	➖ noise
7	datafusion:vortex-file-compressed	+7.0%	+6.2%	+0.8%	+14.2%	➖ noise
7	duckdb:duckdb	+1.0%	+6.2%	-4.9%	+10.6%	➖ noise
7	duckdb:vortex-file-compressed	+2.6%	+6.2%	-3.4%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+5.5%	+2.1%	+3.3%	+10.0%	➖ noise
8	duckdb:duckdb	-0.1%	+2.1%	-2.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-3.9%	+2.1%	-5.9%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.6%	+1.8%	+1.8%	+10.0%	➖ noise
9	duckdb:duckdb	-1.9%	+1.8%	-3.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.6%	+1.8%	-1.2%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+11.7%	+3.0%	+8.5%	+10.0%	➖ noise
10	duckdb:duckdb	+1.4%	+3.0%	-1.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.3%	+3.0%	-2.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+12.8%	+0.8%	+11.8%	+10.0%	🚨 regression
11	duckdb:duckdb	+1.7%	+0.8%	+0.8%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.9%	+0.8%	-2.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+10.0%	+1.6%	+8.2%	+10.0%	➖ noise
12	duckdb:duckdb	+3.7%	+1.6%	+2.0%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-8.1%	+1.6%	-9.5%	+10.0%	✅ faster
13	datafusion:vortex-file-compressed	+8.4%	+0.4%	+8.0%	+10.0%	➖ noise
13	duckdb:duckdb	+1.4%	+0.4%	+1.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+2.3%	+0.4%	+1.8%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+7.5%	-0.7%	+8.3%	+10.0%	➖ noise
14	duckdb:duckdb	-1.1%	-0.7%	-0.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.5%	-0.7%	+1.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+3.2%	-0.9%	+4.2%	+10.0%	➖ noise
15	duckdb:duckdb	-0.5%	-0.9%	+0.4%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.1%	-0.9%	+1.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.5%	+2.0%	-1.5%	+10.0%	➖ noise
16	duckdb:duckdb	-0.2%	+2.0%	-2.1%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+0.2%	+2.0%	-1.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+2.0%	+1.1%	+0.9%	+10.0%	➖ noise
17	duckdb:duckdb	-0.4%	+1.1%	-1.5%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+1.3%	+1.1%	+0.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+0.8%	+0.5%	+0.3%	+10.0%	➖ noise
18	duckdb:duckdb	+3.0%	+0.5%	+2.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.9%	+0.5%	+1.4%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-6.3%	-0.8%	-5.5%	+20.3%	➖ noise
19	duckdb:duckdb	+0.8%	-0.8%	+1.6%	+12.7%	➖ noise
19	duckdb:vortex-file-compressed	-1.2%	-0.8%	-0.4%	+13.9%	➖ noise
20	datafusion:vortex-file-compressed	+1.3%	-1.4%	+2.8%	+212.1%	➖ noise
20	duckdb:duckdb	+10.5%	-1.4%	+12.1%	+32.3%	➖ noise
20	duckdb:vortex-file-compressed	-4.4%	-1.4%	-3.0%	+52.2%	➖ noise
21	datafusion:vortex-file-compressed	-0.9%	+0.1%	-1.1%	+10.0%	➖ noise
21	duckdb:duckdb	-1.2%	+0.1%	-1.3%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.2%	+0.1%	+1.1%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+2.2%	+0.8%	+1.4%	+14.1%	➖ noise
22	duckdb:duckdb	+10.1%	+0.8%	+9.3%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+10.9%	+0.8%	+10.1%	+15.9%	➖ noise
23	datafusion:vortex-file-compressed	+29.7%	-1.2%	+31.4%	+40.7%	➖ noise
23	duckdb:duckdb	-0.9%	-1.2%	+0.4%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+45.8%	-1.2%	+47.6%	+18.5%	🚨 regression
24	datafusion:vortex-file-compressed	+28.9%	+0.9%	+27.8%	+10.0%	🚨 regression
24	duckdb:duckdb	+0.8%	+0.9%	-0.1%	+10.3%	➖ noise
24	duckdb:vortex-file-compressed	-4.1%	+0.9%	-4.9%	+22.0%	➖ noise
25	datafusion:vortex-file-compressed	+18.4%	+1.6%	+16.5%	+10.0%	🚨 regression
25	duckdb:duckdb	+1.3%	+1.6%	-0.3%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-4.2%	+1.6%	-5.7%	+13.6%	➖ noise
26	datafusion:vortex-file-compressed	+22.4%	+5.6%	+15.9%	+11.6%	🚨 regression
26	duckdb:duckdb	+3.1%	+5.6%	-2.4%	+14.2%	➖ noise
26	duckdb:vortex-file-compressed	+6.0%	+5.6%	+0.4%	+24.4%	➖ noise
27	datafusion:vortex-file-compressed	+12.5%	+1.4%	+10.9%	+10.0%	🚨 regression
27	duckdb:duckdb	+2.8%	+1.4%	+1.3%	+10.9%	➖ noise
27	duckdb:vortex-file-compressed	+2.3%	+1.4%	+0.8%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+3.2%	+1.2%	+1.9%	+10.0%	➖ noise
28	duckdb:duckdb	+2.5%	+1.2%	+1.3%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.2%	+1.2%	-1.4%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+2.2%	-2.3%	+4.6%	+10.0%	➖ noise
29	duckdb:duckdb	+2.2%	-2.3%	+4.6%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-1.5%	-2.3%	+0.9%	+12.5%	➖ noise
30	datafusion:vortex-file-compressed	+14.7%	+1.0%	+13.6%	+10.2%	🚨 regression
30	duckdb:duckdb	+0.3%	+1.0%	-0.7%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.5%	+1.0%	-0.5%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+12.6%	+2.2%	+10.2%	+10.0%	🚨 regression
31	duckdb:duckdb	+5.3%	+2.2%	+3.0%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-1.0%	+2.2%	-3.1%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+6.1%	+1.9%	+4.1%	+18.6%	➖ noise
32	duckdb:duckdb	+5.3%	+1.9%	+3.3%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+4.5%	+1.9%	+2.5%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+6.9%	+5.0%	+1.8%	+10.0%	➖ noise
33	duckdb:duckdb	+20.1%	+5.0%	+14.4%	+10.0%	🚨 regression
33	duckdb:vortex-file-compressed	+0.3%	+5.0%	-4.5%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+4.2%	+2.6%	+1.5%	+10.0%	➖ noise
34	duckdb:duckdb	+12.4%	+2.6%	+9.5%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-3.3%	+2.6%	-5.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+3.9%	+0.2%	+3.8%	+10.0%	➖ noise
35	duckdb:duckdb	+1.1%	+0.2%	+0.9%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+3.5%	+0.2%	+3.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.5%	-2.4%	+4.0%	+10.0%	➖ noise
36	duckdb:duckdb	+16.1%	-2.4%	+19.0%	+11.0%	🚨 regression
36	duckdb:vortex-file-compressed	+24.4%	-2.4%	+27.5%	+10.0%	🚨 regression
37	datafusion:vortex-file-compressed	+2.2%	-2.8%	+5.2%	+10.0%	➖ noise
37	duckdb:duckdb	+2.2%	-2.8%	+5.2%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+29.1%	-2.8%	+32.8%	+11.2%	🚨 regression
38	datafusion:vortex-file-compressed	+57.8%	-1.9%	+60.9%	+11.4%	🚨 regression
38	duckdb:duckdb	+2.3%	-1.9%	+4.3%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+19.5%	-1.9%	+21.9%	+10.6%	🚨 regression
39	datafusion:vortex-file-compressed	+6.7%	+5.0%	+1.6%	+10.0%	➖ noise
39	duckdb:duckdb	-12.1%	+5.0%	-16.3%	+13.6%	✅ faster
39	duckdb:vortex-file-compressed	+6.0%	+5.0%	+0.9%	+17.1%	➖ noise
40	datafusion:vortex-file-compressed	+5.9%	-4.0%	+10.3%	+12.3%	➖ noise
40	duckdb:duckdb	+2.0%	-4.0%	+6.3%	+13.0%	➖ noise
40	duckdb:vortex-file-compressed	+21.6%	-4.0%	+26.7%	+13.8%	🚨 regression
41	datafusion:vortex-file-compressed	+11.4%	+0.9%	+10.5%	+11.9%	➖ noise
41	duckdb:duckdb	+1.1%	+0.9%	+0.2%	+11.6%	➖ noise
41	duckdb:vortex-file-compressed	+22.5%	+0.9%	+21.5%	+13.4%	🚨 regression
42	datafusion:vortex-file-compressed	+5.3%	+0.4%	+5.0%	+10.0%	➖ noise
42	duckdb:duckdb	+1.1%	+0.4%	+0.7%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	+23.5%	+0.4%	+23.0%	+10.4%	🚨 regression

github-actions · 2026-04-20T11:48:18Z

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%)

Signed-off-by: Adam Gutglick <adam@spiraldb.com>

github-actions · 2026-04-20T12:30:08Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -5.4%
Vortex (geomean): 0.943x ➖
Parquet (geomean): 0.996x ➖
Shifts: Parquet (control) -0.4% · Median polish -4.2%

datafusion / vortex-file-compressed (1.001x ➖, 1↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	683320031	691980528	0.99
tpch_q02/datafusion:vortex-file-compressed	711186918	653960450	1.09
tpch_q03/datafusion:vortex-file-compressed	846417194	812063673	1.04
tpch_q04/datafusion:vortex-file-compressed	654964255	630761622	1.04
tpch_q05/datafusion:vortex-file-compressed	949896572	1022532136	0.93
tpch_q06/datafusion:vortex-file-compressed	621711445	695351213	0.89
tpch_q07/datafusion:vortex-file-compressed	1019222178	1016732662	1.00
tpch_q08/datafusion:vortex-file-compressed	1164087223	1097468478	1.06
tpch_q09/datafusion:vortex-file-compressed	1359635846	1211457032	1.12
tpch_q10/datafusion:vortex-file-compressed 🚨	1310316523	926487775	1.41
tpch_q11/datafusion:vortex-file-compressed	484277125	591102926	0.82
tpch_q12/datafusion:vortex-file-compressed	860291901	1053334283	0.82
tpch_q13/datafusion:vortex-file-compressed	442018467	455786725	0.97
tpch_q14/datafusion:vortex-file-compressed	614081720	657207932	0.93
tpch_q15/datafusion:vortex-file-compressed 🚀	1194011638	1714728731	0.70
tpch_q16/datafusion:vortex-file-compressed	346167374	307444440	1.13
tpch_q17/datafusion:vortex-file-compressed	1260465396	1129220213	1.12
tpch_q18/datafusion:vortex-file-compressed	1243931403	1182590587	1.05
tpch_q19/datafusion:vortex-file-compressed	810939668	801095143	1.01
tpch_q20/datafusion:vortex-file-compressed	984562002	1117677389	0.88
tpch_q21/datafusion:vortex-file-compressed	1796219389	1544765222	1.16
tpch_q22/datafusion:vortex-file-compressed	366828875	335660499	1.09

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

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	665509994	674837947	0.99
tpch_q02/datafusion:vortex-compact	667810759	645275307	1.03
tpch_q03/datafusion:vortex-compact	675925086	694203035	0.97
tpch_q04/datafusion:vortex-compact	548238489	501988276	1.09
tpch_q05/datafusion:vortex-compact	1084848357	850680819	1.28
tpch_q06/datafusion:vortex-compact	569013751	568155709	1.00
tpch_q07/datafusion:vortex-compact	978213947	951388081	1.03
tpch_q08/datafusion:vortex-compact	1035884136	1087118572	0.95
tpch_q09/datafusion:vortex-compact	1157255798	1162816900	1.00
tpch_q10/datafusion:vortex-compact	951745511	849762270	1.12
tpch_q11/datafusion:vortex-compact	473861877	387725655	1.22
tpch_q12/datafusion:vortex-compact	784243228	870794040	0.90
tpch_q13/datafusion:vortex-compact	426474277	421793510	1.01
tpch_q14/datafusion:vortex-compact	559686286	643658329	0.87
tpch_q15/datafusion:vortex-compact	1070156326	1172380504	0.91
tpch_q16/datafusion:vortex-compact	315834685	385196637	0.82
tpch_q17/datafusion:vortex-compact	1268131898	1206176089	1.05
tpch_q18/datafusion:vortex-compact	1105419117	1167944733	0.95
tpch_q19/datafusion:vortex-compact	883300310	795195566	1.11
tpch_q20/datafusion:vortex-compact	872295738	1095689964	0.80
tpch_q21/datafusion:vortex-compact	1356305227	1564918953	0.87
tpch_q22/datafusion:vortex-compact	348051710	369469002	0.94

datafusion / parquet (1.057x ➖, 0↑ 1↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	767990207	737624812	1.04
tpch_q02/datafusion:parquet	1007828281	873908095	1.15
tpch_q03/datafusion:parquet	1041012259	1175761369	0.89
tpch_q04/datafusion:parquet	445155289	575312550	0.77
tpch_q05/datafusion:parquet	1179137403	1272707094	0.93
tpch_q06/datafusion:parquet	534532957	513579743	1.04
tpch_q07/datafusion:parquet	1291152457	1192182015	1.08
tpch_q08/datafusion:parquet	1803576241	1549994530	1.16
tpch_q09/datafusion:parquet	1832247385	1722408002	1.06
tpch_q10/datafusion:parquet	2186728294	2103117159	1.04
tpch_q11/datafusion:parquet	548004920	570319273	0.96
tpch_q12/datafusion:parquet	729138712	663580862	1.10
tpch_q13/datafusion:parquet	740115723	696241274	1.06
tpch_q14/datafusion:parquet	820104120	795722147	1.03
tpch_q15/datafusion:parquet	1229769705	1171003584	1.05
tpch_q16/datafusion:parquet	449935745	429494793	1.05
tpch_q17/datafusion:parquet	1524941599	1357634346	1.12
tpch_q18/datafusion:parquet	1496747614	1494083749	1.00
tpch_q19/datafusion:parquet	1069192478	933271341	1.15
tpch_q20/datafusion:parquet	1251493083	1105913203	1.13
tpch_q21/datafusion:parquet	1717939774	1692074224	1.02
tpch_q22/datafusion:parquet 🚨	1047416423	645307604	1.62

duckdb / vortex-file-compressed (0.932x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	599955723	642251918	0.93
tpch_q02/duckdb:vortex-file-compressed	1154051265	1176369006	0.98
tpch_q03/duckdb:vortex-file-compressed	836853846	1056573649	0.79
tpch_q04/duckdb:vortex-file-compressed	606548167	695177045	0.87
tpch_q05/duckdb:vortex-file-compressed	1209424829	1177254463	1.03
tpch_q06/duckdb:vortex-file-compressed	756240009	824702150	0.92
tpch_q07/duckdb:vortex-file-compressed	1185923317	1293166451	0.92
tpch_q08/duckdb:vortex-file-compressed	1410018621	1487298087	0.95
tpch_q09/duckdb:vortex-file-compressed	1439458555	1377590868	1.04
tpch_q10/duckdb:vortex-file-compressed	1143687832	1156222963	0.99
tpch_q11/duckdb:vortex-file-compressed	705404344	667030661	1.06
tpch_q12/duckdb:vortex-file-compressed	736073172	755408588	0.97
tpch_q13/duckdb:vortex-file-compressed	953503210	1100654180	0.87
tpch_q14/duckdb:vortex-file-compressed	825981696	891220590	0.93
tpch_q15/duckdb:vortex-file-compressed	536103406	625952172	0.86
tpch_q16/duckdb:vortex-file-compressed	490610077	499024997	0.98
tpch_q17/duckdb:vortex-file-compressed	922928209	986805528	0.94
tpch_q18/duckdb:vortex-file-compressed	959233489	887924893	1.08
tpch_q19/duckdb:vortex-file-compressed	765617532	811067350	0.94
tpch_q20/duckdb:vortex-file-compressed	1221644165	1435778193	0.85
tpch_q21/duckdb:vortex-file-compressed	1969862821	2315998997	0.85
tpch_q22/duckdb:vortex-file-compressed	683691698	824776121	0.83

duckdb / vortex-compact (0.855x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	600044487	747277018	0.80
tpch_q02/duckdb:vortex-compact	979591656	1172561132	0.84
tpch_q03/duckdb:vortex-compact	818406166	951802837	0.86
tpch_q04/duckdb:vortex-compact	509044407	619882416	0.82
tpch_q05/duckdb:vortex-compact	986550895	1339373130	0.74
tpch_q06/duckdb:vortex-compact	724338195	866805056	0.84
tpch_q07/duckdb:vortex-compact	1067121001	1222607641	0.87
tpch_q08/duckdb:vortex-compact	1437953640	1719601833	0.84
tpch_q09/duckdb:vortex-compact	1320035873	1608237976	0.82
tpch_q10/duckdb:vortex-compact	1054685367	1266928270	0.83
tpch_q11/duckdb:vortex-compact	656230078	838183407	0.78
tpch_q12/duckdb:vortex-compact	628900209	753572730	0.83
tpch_q13/duckdb:vortex-compact	846647155	966027192	0.88
tpch_q14/duckdb:vortex-compact	820521910	998557947	0.82
tpch_q15/duckdb:vortex-compact	554130047	611242454	0.91
tpch_q16/duckdb:vortex-compact	474757205	528423240	0.90
tpch_q17/duckdb:vortex-compact	898583170	1014771728	0.89
tpch_q18/duckdb:vortex-compact	803044362	865546965	0.93
tpch_q19/duckdb:vortex-compact	742804625	833375697	0.89
tpch_q20/duckdb:vortex-compact	1282443242	1422191584	0.90
tpch_q21/duckdb:vortex-compact	1720193219	1938822411	0.89
tpch_q22/duckdb:vortex-compact	721805895	737701417	0.98

duckdb / parquet (0.939x ➖, 0↑ 0↓)

name	PR `17fa9ff` (ns)	base `e8d64af` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	842169528	803192736	1.05
tpch_q02/duckdb:parquet	1508645457	1624730786	0.93
tpch_q03/duckdb:parquet	1682827313	1939879388	0.87
tpch_q04/duckdb:parquet	1012880672	1059578791	0.96
tpch_q05/duckdb:parquet	2128495238	2377718648	0.90
tpch_q06/duckdb:parquet	698091693	760341843	0.92
tpch_q07/duckdb:parquet	1825814037	1859683021	0.98
tpch_q08/duckdb:parquet	2378548281	2506905585	0.95
tpch_q09/duckdb:parquet	2494441019	2631139091	0.95
tpch_q10/duckdb:parquet	3439715733	3315581732	1.04
tpch_q11/duckdb:parquet	1090317766	1168221940	0.93
tpch_q12/duckdb:parquet	1184508829	1300497854	0.91
tpch_q13/duckdb:parquet	1272469696	1249630786	1.02
tpch_q14/duckdb:parquet	1300175305	1313873059	0.99
tpch_q15/duckdb:parquet	876563019	928574277	0.94
tpch_q16/duckdb:parquet	890743364	973016514	0.92
tpch_q17/duckdb:parquet	1246118814	1294732006	0.96
tpch_q18/duckdb:parquet	1435170942	1757305131	0.82
tpch_q19/duckdb:parquet	1448396525	1589069648	0.91
tpch_q20/duckdb:parquet	1959288584	1921318028	1.02
tpch_q21/duckdb:parquet	1704743787	2107480094	0.81
tpch_q22/duckdb:parquet	1082406287	1148339067	0.94

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-1.4%	+4.5%	-5.6%	+44.2%	➖ noise
1	datafusion:vortex-file-compressed	-1.3%	+4.5%	-5.5%	+51.8%	➖ noise
1	duckdb:vortex-compact	-19.7%	+4.5%	-23.1%	+30.8%	➖ noise
1	duckdb:vortex-file-compressed	-6.6%	+4.5%	-10.6%	+36.9%	➖ noise
2	datafusion:vortex-compact	+3.5%	+3.5%	+0.0%	+43.9%	➖ noise
2	datafusion:vortex-file-compressed	+8.8%	+3.5%	+5.1%	+43.8%	➖ noise
2	duckdb:vortex-compact	-16.5%	+3.5%	-19.3%	+40.5%	➖ noise
2	duckdb:vortex-file-compressed	-1.9%	+3.5%	-5.2%	+39.8%	➖ noise
3	datafusion:vortex-compact	-2.6%	-12.4%	+11.1%	+41.8%	➖ noise
3	datafusion:vortex-file-compressed	+4.2%	-12.4%	+18.9%	+50.1%	➖ noise
3	duckdb:vortex-compact	-14.0%	-12.4%	-1.9%	+37.6%	➖ noise
3	duckdb:vortex-file-compressed	-20.8%	-12.4%	-9.6%	+42.0%	➖ noise
4	datafusion:vortex-compact	+9.2%	-14.0%	+27.0%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+3.8%	-14.0%	+20.7%	+30.0%	➖ noise
4	duckdb:vortex-compact	-17.9%	-14.0%	-4.5%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-12.7%	-14.0%	+1.5%	+30.0%	➖ noise
5	datafusion:vortex-compact	+27.5%	-8.9%	+40.0%	+30.0%	🚨 regression
5	datafusion:vortex-file-compressed	-7.1%	-8.9%	+2.0%	+30.0%	➖ noise
5	duckdb:vortex-compact	-26.3%	-8.9%	-19.1%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.7%	-8.9%	+12.8%	+30.0%	➖ noise
6	datafusion:vortex-compact	+0.2%	-2.2%	+2.5%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-10.6%	-2.2%	-8.5%	+30.0%	➖ noise
6	duckdb:vortex-compact	-16.4%	-2.2%	-14.5%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-8.3%	-2.2%	-6.2%	+30.0%	➖ noise
7	datafusion:vortex-compact	+2.8%	+3.1%	-0.3%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+0.2%	+3.1%	-2.8%	+30.0%	➖ noise
7	duckdb:vortex-compact	-12.7%	+3.1%	-15.4%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-8.3%	+3.1%	-11.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	-4.7%	+5.1%	-9.3%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+6.1%	+5.1%	+0.9%	+30.0%	➖ noise
8	duckdb:vortex-compact	-16.4%	+5.1%	-20.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-5.2%	+5.1%	-9.8%	+30.0%	➖ noise
9	datafusion:vortex-compact	-0.5%	+0.4%	-0.9%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+12.2%	+0.4%	+11.8%	+30.0%	➖ noise
9	duckdb:vortex-compact	-17.9%	+0.4%	-18.3%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+4.5%	+0.4%	+4.0%	+30.0%	➖ noise
10	datafusion:vortex-compact	+12.0%	+3.9%	+7.8%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	+41.4%	+3.9%	+36.2%	+30.5%	🚨 regression
10	duckdb:vortex-compact	-16.8%	+3.9%	-19.8%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.1%	+3.9%	-4.8%	+30.0%	➖ noise
11	datafusion:vortex-compact	+22.2%	-5.3%	+29.1%	+31.2%	➖ noise
11	datafusion:vortex-file-compressed	-18.1%	-5.3%	-13.5%	+30.0%	➖ noise
11	duckdb:vortex-compact	-21.7%	-5.3%	-17.3%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+5.8%	-5.3%	+11.7%	+30.0%	➖ noise
12	datafusion:vortex-compact	-9.9%	+0.0%	-10.0%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-18.3%	+0.0%	-18.4%	+30.0%	➖ noise
12	duckdb:vortex-compact	-16.5%	+0.0%	-16.6%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-2.6%	+0.0%	-2.6%	+30.0%	➖ noise
13	datafusion:vortex-compact	+1.1%	+4.0%	-2.8%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	-3.0%	+4.0%	-6.8%	+30.0%	➖ noise
13	duckdb:vortex-compact	-12.4%	+4.0%	-15.8%	+47.0%	➖ noise
13	duckdb:vortex-file-compressed	-13.4%	+4.0%	-16.7%	+43.9%	➖ noise
14	datafusion:vortex-compact	-13.0%	+1.0%	-13.9%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-6.6%	+1.0%	-7.5%	+30.0%	➖ noise
14	duckdb:vortex-compact	-17.8%	+1.0%	-18.6%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-7.3%	+1.0%	-8.2%	+30.0%	➖ noise
15	datafusion:vortex-compact	-8.7%	-0.4%	-8.3%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-30.4%	-0.4%	-30.1%	+30.0%	✅ faster
15	duckdb:vortex-compact	-9.3%	-0.4%	-8.9%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-14.4%	-0.4%	-14.0%	+30.0%	➖ noise
16	datafusion:vortex-compact	-18.0%	-2.1%	-16.3%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	+12.6%	-2.1%	+15.0%	+30.0%	➖ noise
16	duckdb:vortex-compact	-10.2%	-2.1%	-8.3%	+30.4%	➖ noise
16	duckdb:vortex-file-compressed	-1.7%	-2.1%	+0.4%	+30.0%	➖ noise
17	datafusion:vortex-compact	+5.1%	+4.0%	+1.1%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+11.6%	+4.0%	+7.4%	+30.0%	➖ noise
17	duckdb:vortex-compact	-11.4%	+4.0%	-14.8%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-6.5%	+4.0%	-10.0%	+30.0%	➖ noise
18	datafusion:vortex-compact	-5.4%	-9.5%	+4.6%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+5.2%	-9.5%	+16.3%	+30.0%	➖ noise
18	duckdb:vortex-compact	-7.2%	-9.5%	+2.6%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+8.0%	-9.5%	+19.4%	+30.0%	➖ noise
19	datafusion:vortex-compact	+11.1%	+2.2%	+8.7%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.2%	+2.2%	-0.9%	+30.0%	➖ noise
19	duckdb:vortex-compact	-10.9%	+2.2%	-12.8%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-5.6%	+2.2%	-7.6%	+30.0%	➖ noise
20	datafusion:vortex-compact	-20.4%	+7.4%	-25.9%	+30.0%	✅ faster
20	datafusion:vortex-file-compressed	-11.9%	+7.4%	-18.0%	+30.0%	➖ noise
20	duckdb:vortex-compact	-9.8%	+7.4%	-16.1%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-14.9%	+7.4%	-20.8%	+30.0%	➖ noise
21	datafusion:vortex-compact	-13.3%	-9.4%	-4.4%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+16.3%	-9.4%	+28.3%	+30.0%	➖ noise
21	duckdb:vortex-compact	-11.3%	-9.4%	-2.1%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-14.9%	-9.4%	-6.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	-5.8%	+23.7%	-23.8%	+30.0%	✅ faster
22	datafusion:vortex-file-compressed	+9.3%	+23.7%	-11.6%	+30.0%	➖ noise
22	duckdb:vortex-compact	-2.2%	+23.7%	-20.9%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-17.1%	+23.7%	-33.0%	+32.0%	✅ faster

Signed-off-by: Adam Gutglick <adam@spiraldb.com>

Support limit and filter for ScanBuilder and RepeatedScan

d4a7142

Signed-off-by: Adam Gutglick <adam@spiraldb.com>

AdamGS added the action/benchmark Trigger full benchmarks to run on this PR label Apr 20, 2026

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AdamGS added the changelog/feature A new feature label Apr 20, 2026

schedule work

a748b68

Signed-off-by: Adam Gutglick <adam@spiraldb.com>

AdamGS added the action/benchmark-sql Trigger SQL benchmarks to run on this PR label Apr 20, 2026

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layout

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Signed-off-by: Adam Gutglick <adam@spiraldb.com>

AdamGS added the action/benchmark-sql Trigger SQL benchmarks to run on this PR label Apr 20, 2026

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bufferd batch

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Signed-off-by: Adam Gutglick <adam@spiraldb.com>

AdamGS added the action/benchmark-sql Trigger SQL benchmarks to run on this PR label Apr 20, 2026

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Summary

Testing

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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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File Sizes: FineWeb NVMe

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Benchmarks: TPC-H SF=1 on NVME

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Benchmarks: TPC-DS SF=1 on NVME

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Benchmarks: FineWeb S3

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Benchmarks: Statistical and Population Genetics

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Benchmarks: TPC-H SF=10 on NVME

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Benchmarks: TPC-H SF=1 on S3

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Benchmarks: Clickbench on NVME

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File Sizes: Clickbench on NVME

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