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>

github-actions · 2026-05-18T15:49:44Z

This PR has been marked as stale because it has been open for 14 days with no activity. Please comment or remove the stale label if you wish to keep it active, otherwise it will be closed in 7 days

github-actions · 2026-05-26T02:17:14Z

This PR was closed because it has been inactive for 7 days since being marked as stale.

Support limit and filter for ScanBuilder and RepeatedScan

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Summary

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Polar Signals Profiling Results

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Benchmarks: PolarSignals Profiling

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Benchmarks: FineWeb NVMe

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Benchmarks: TPC-H SF=1 on NVME

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Benchmarks: TPC-DS SF=1 on NVME

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Benchmarks: Statistical and Population Genetics

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