Upgrade DataFusion to 54 by AdamGS · Pull Request #8044 · vortex-data/vortex

AdamGS · 2026-05-20T19:47:51Z

Summary

This PR includes an upgrade of our DataFusion dependency/integration to the upcoming 54 release. It aims to make the minimal amount of changes, and implementing the new Morselizer API will be part of a future PR (I have an old PR that was based on an earlier PoC, I'll try and pull stuff from there when the time comes).

Upstream release issue: Release DataFusion 54.0.0 (Apr 2026 / May 2026) apache/datafusion#21080

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

codspeed-hq · 2026-05-20T20:04:10Z

Merging this PR will improve performance by 23.7%

⚠️

Unknown Walltime execution environment detected

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

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

⚡ 1 improved benchmark
✅ 1236 untouched benchmarks

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	Simulation	`bitwise_not_vortex_buffer_mut[128]`	304.4 ns	246.1 ns	+23.7%

Tip

Curious why this is faster? Comment @codspeedbot explain why this is faster on this PR, or directly use the CodSpeed MCP with your agent.

_{Comparing adamg/df-54 (dfd1f68) with develop (19a1fb3)}

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

github-actions · 2026-05-20T20:32:21Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`dfd1f68`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-05-20T20:32:21Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟡 In Progress	`dfd1f68`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-05-20T20:32:58Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.922x ➖

datafusion / vortex-file-compressed (0.922x ➖, 5↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	118029626	126817457	0.93
polarsignals_q01/datafusion:vortex-file-compressed 🚀	260688344	312556831	0.83
polarsignals_q02/datafusion:vortex-file-compressed 🚀	23804628	26734188	0.89
polarsignals_q03/datafusion:vortex-file-compressed	286102022	287958073	0.99
polarsignals_q04/datafusion:vortex-file-compressed	11605717	12755006	0.91
polarsignals_q05/datafusion:vortex-file-compressed 🚀	16153769	18694174	0.86
polarsignals_q06/datafusion:vortex-file-compressed	21046168	19869010	1.06
polarsignals_q07/datafusion:vortex-file-compressed 🚀	13516578	15246886	0.89
polarsignals_q08/datafusion:vortex-file-compressed 🚀	399817790	446651203	0.90
polarsignals_q09/datafusion:vortex-file-compressed	11058659	11314180	0.98

github-actions · 2026-05-20T20:33:00Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-05-20T20:33:45Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -3.0%
Vortex (geomean): 0.949x ➖
Parquet (geomean): 0.978x ➖
Shifts: Parquet (control) -2.2% · Median polish -4.2%

datafusion / vortex-file-compressed (0.963x ➖, 1↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	5294747	6197408	0.85
fineweb_q01/datafusion:vortex-file-compressed	19852565	21104201	0.94
fineweb_q02/datafusion:vortex-file-compressed	21575516	23299537	0.93
fineweb_q03/datafusion:vortex-file-compressed	74055241	78897221	0.94
fineweb_q04/datafusion:vortex-file-compressed	226498328	229149081	0.99
fineweb_q05/datafusion:vortex-file-compressed	219044333	216102663	1.01
fineweb_q06/datafusion:vortex-file-compressed	53268347	53647645	0.99
fineweb_q07/datafusion:vortex-file-compressed	57372309	56735410	1.01
fineweb_q08/datafusion:vortex-file-compressed	21866930	21504364	1.02

datafusion / vortex-compact (0.961x ➖, 1↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	5800643	6464880	0.90
fineweb_q01/datafusion:vortex-compact	96222131	94567218	1.02
fineweb_q02/datafusion:vortex-compact	109766517	107806537	1.02
fineweb_q03/datafusion:vortex-compact	869999069	881447345	0.99
fineweb_q04/datafusion:vortex-compact	911406429	973714420	0.94
fineweb_q05/datafusion:vortex-compact	822892451	899171898	0.92
fineweb_q06/datafusion:vortex-compact	470376132	479235826	0.98
fineweb_q07/datafusion:vortex-compact	473942266	495521284	0.96
fineweb_q08/datafusion:vortex-compact	17870124	18919292	0.94

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

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	9332775	6685629	1.40
fineweb_q01/datafusion:parquet	290215824	309008253	0.94
fineweb_q02/datafusion:parquet	297343486	312738740	0.95
fineweb_q03/datafusion:parquet	297056840	310722515	0.96
fineweb_q04/datafusion:parquet	300996498	326359950	0.92
fineweb_q05/datafusion:parquet	298919943	317855560	0.94
fineweb_q06/datafusion:parquet	287926185	296488157	0.97
fineweb_q07/datafusion:parquet	285638060	293998073	0.97
fineweb_q08/datafusion:parquet	283405376	296728322	0.96

duckdb / vortex-file-compressed (0.952x ➖, 1↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3641896	3735223	0.98
fineweb_q01/duckdb:vortex-file-compressed	22751294	23544185	0.97
fineweb_q02/duckdb:vortex-file-compressed	25292618	25913005	0.98
fineweb_q03/duckdb:vortex-file-compressed	123796195	130503417	0.95
fineweb_q04/duckdb:vortex-file-compressed	220604589	226965259	0.97
fineweb_q05/duckdb:vortex-file-compressed	214061753	223608091	0.96
fineweb_q06/duckdb:vortex-file-compressed 🚀	53312078	60488287	0.88
fineweb_q07/duckdb:vortex-file-compressed	54461419	57440694	0.95
fineweb_q08/duckdb:vortex-file-compressed	22140560	23356846	0.95

duckdb / vortex-compact (0.920x ➖, 2↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4175324	4638465	0.90
fineweb_q01/duckdb:vortex-compact 🚀	92834007	112512519	0.83
fineweb_q02/duckdb:vortex-compact	126847386	121288093	1.05
fineweb_q03/duckdb:vortex-compact	869000927	913648522	0.95
fineweb_q04/duckdb:vortex-compact	896124906	956310381	0.94
fineweb_q05/duckdb:vortex-compact	798118893	857750131	0.93
fineweb_q06/duckdb:vortex-compact	456331781	494007207	0.92
fineweb_q07/duckdb:vortex-compact	474631755	520969956	0.91
fineweb_q08/duckdb:vortex-compact 🚀	19579164	22492741	0.87

duckdb / parquet (0.964x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	30945165	34109236	0.91
fineweb_q01/duckdb:parquet	85288628	93845298	0.91
fineweb_q02/duckdb:parquet	86027791	90261327	0.95
fineweb_q03/duckdb:parquet	317389105	331793745	0.96
fineweb_q04/duckdb:parquet	445662776	456591980	0.98
fineweb_q05/duckdb:parquet	417501172	423096668	0.99
fineweb_q06/duckdb:parquet	205724883	209198751	0.98
fineweb_q07/duckdb:parquet	217291300	220577264	0.99
fineweb_q08/duckdb:parquet	33859768	32994298	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-10.3%	+12.5%	-20.3%	+45.7%	➖ noise
0	datafusion:vortex-file-compressed	-14.6%	+12.5%	-24.1%	+52.1%	➖ noise
0	duckdb:vortex-compact	-10.0%	+12.5%	-20.0%	+79.0%	➖ noise
0	duckdb:vortex-file-compressed	-2.5%	+12.5%	-13.4%	+66.2%	➖ noise
1	datafusion:vortex-compact	+1.7%	-7.6%	+10.1%	+21.8%	➖ noise
1	datafusion:vortex-file-compressed	-5.9%	-7.6%	+1.8%	+28.9%	➖ noise
1	duckdb:vortex-compact	-17.5%	-7.6%	-10.7%	+26.4%	➖ noise
1	duckdb:vortex-file-compressed	-3.4%	-7.6%	+4.6%	+69.8%	➖ noise
2	datafusion:vortex-compact	+1.8%	-4.8%	+7.0%	+17.2%	➖ noise
2	datafusion:vortex-file-compressed	-7.4%	-4.8%	-2.7%	+15.6%	➖ noise
2	duckdb:vortex-compact	+4.6%	-4.8%	+9.9%	+19.8%	➖ noise
2	duckdb:vortex-file-compressed	-2.4%	-4.8%	+2.5%	+15.6%	➖ noise
3	datafusion:vortex-compact	-1.3%	-4.4%	+3.2%	+15.6%	➖ noise
3	datafusion:vortex-file-compressed	-6.1%	-4.4%	-1.8%	+34.5%	➖ noise
3	duckdb:vortex-compact	-4.9%	-4.4%	-0.5%	+15.6%	➖ noise
3	duckdb:vortex-file-compressed	-5.1%	-4.4%	-0.8%	+28.4%	➖ noise
4	datafusion:vortex-compact	-6.4%	-5.1%	-1.3%	+15.6%	➖ noise
4	datafusion:vortex-file-compressed	-1.2%	-5.1%	+4.2%	+15.6%	➖ noise
4	duckdb:vortex-compact	-6.3%	-5.1%	-1.2%	+15.6%	➖ noise
4	duckdb:vortex-file-compressed	-2.8%	-5.1%	+2.4%	+15.6%	➖ noise
5	datafusion:vortex-compact	-8.5%	-3.7%	-5.0%	+15.6%	➖ noise
5	datafusion:vortex-file-compressed	+1.4%	-3.7%	+5.2%	+15.6%	➖ noise
5	duckdb:vortex-compact	-7.0%	-3.7%	-3.4%	+15.6%	➖ noise
5	duckdb:vortex-file-compressed	-4.3%	-3.7%	-0.6%	+15.6%	➖ noise
6	datafusion:vortex-compact	-1.8%	-2.3%	+0.4%	+15.6%	➖ noise
6	datafusion:vortex-file-compressed	-0.7%	-2.3%	+1.6%	+15.6%	➖ noise
6	duckdb:vortex-compact	-7.6%	-2.3%	-5.5%	+15.6%	➖ noise
6	duckdb:vortex-file-compressed	-11.9%	-2.3%	-9.8%	+15.6%	➖ noise
7	datafusion:vortex-compact	-4.4%	-2.2%	-2.2%	+15.6%	➖ noise
7	datafusion:vortex-file-compressed	+1.1%	-2.2%	+3.4%	+17.0%	➖ noise
7	duckdb:vortex-compact	-8.9%	-2.2%	-6.9%	+15.6%	➖ noise
7	duckdb:vortex-file-compressed	-5.2%	-2.2%	-3.1%	+15.6%	➖ noise
8	datafusion:vortex-compact	-5.5%	-1.0%	-4.6%	+16.7%	➖ noise
8	datafusion:vortex-file-compressed	+1.7%	-1.0%	+2.7%	+15.6%	➖ noise
8	duckdb:vortex-compact	-13.0%	-1.0%	-12.1%	+15.6%	➖ noise
8	duckdb:vortex-file-compressed	-5.2%	-1.0%	-4.3%	+15.6%	➖ noise

github-actions · 2026-05-20T20:33:47Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-05-20T20:34:26Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.6%
Vortex (geomean): 0.985x ➖
Parquet (geomean): 0.972x ➖
Shifts: Parquet (control) -2.8% · Median polish -1.8%

datafusion / vortex-file-compressed (0.983x ➖, 2↑ 1↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51945321	51078491	1.02
tpch_q02/datafusion:vortex-file-compressed	22538826	22228064	1.01
tpch_q03/datafusion:vortex-file-compressed 🚨	31826175	28797972	1.11
tpch_q04/datafusion:vortex-file-compressed	20198612	20116322	1.00
tpch_q05/datafusion:vortex-file-compressed	45792971	49020055	0.93
tpch_q06/datafusion:vortex-file-compressed	10717510	10561289	1.01
tpch_q07/datafusion:vortex-file-compressed	53311862	55128858	0.97
tpch_q08/datafusion:vortex-file-compressed	39100691	39023567	1.00
tpch_q09/datafusion:vortex-file-compressed	51379850	52755621	0.97
tpch_q10/datafusion:vortex-file-compressed 🚀	34201767	39512467	0.87
tpch_q11/datafusion:vortex-file-compressed	15781665	15831705	1.00
tpch_q12/datafusion:vortex-file-compressed	24318225	24555864	0.99
tpch_q13/datafusion:vortex-file-compressed	25558790	25517639	1.00
tpch_q14/datafusion:vortex-file-compressed	15492752	16159635	0.96
tpch_q15/datafusion:vortex-file-compressed	23850217	24667577	0.97
tpch_q16/datafusion:vortex-file-compressed	19490027	20236338	0.96
tpch_q17/datafusion:vortex-file-compressed	64379284	66876020	0.96
tpch_q18/datafusion:vortex-file-compressed 🚀	71879829	83171047	0.86
tpch_q19/datafusion:vortex-file-compressed	21273709	20308818	1.05
tpch_q20/datafusion:vortex-file-compressed	29695376	29233869	1.02
tpch_q21/datafusion:vortex-file-compressed	70888154	72421481	0.98
tpch_q22/datafusion:vortex-file-compressed	12415714	12379699	1.00

datafusion / vortex-compact (0.995x ➖, 1↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	57949206	58166863	1.00
tpch_q02/datafusion:vortex-compact	25724018	25741703	1.00
tpch_q03/datafusion:vortex-compact 🚨	33976980	29686596	1.14
tpch_q04/datafusion:vortex-compact	22531478	22260852	1.01
tpch_q05/datafusion:vortex-compact	47042126	50339847	0.93
tpch_q06/datafusion:vortex-compact	12861269	12574302	1.02
tpch_q07/datafusion:vortex-compact	55220923	59008560	0.94
tpch_q08/datafusion:vortex-compact	42560444	43631261	0.98
tpch_q09/datafusion:vortex-compact	55390083	56018490	0.99
tpch_q10/datafusion:vortex-compact 🚀	38545286	45912333	0.84
tpch_q11/datafusion:vortex-compact	16960215	16792093	1.01
tpch_q12/datafusion:vortex-compact	30924709	31656897	0.98
tpch_q13/datafusion:vortex-compact	31659493	31897561	0.99
tpch_q14/datafusion:vortex-compact	18772471	19200062	0.98
tpch_q15/datafusion:vortex-compact	30483926	31854268	0.96
tpch_q16/datafusion:vortex-compact	24173574	24099243	1.00
tpch_q17/datafusion:vortex-compact	69022951	72207533	0.96
tpch_q18/datafusion:vortex-compact	76948172	84063536	0.92
tpch_q19/datafusion:vortex-compact 🚨	40731570	30969637	1.32
tpch_q20/datafusion:vortex-compact	35572693	34903750	1.02
tpch_q21/datafusion:vortex-compact	75415572	77848061	0.97
tpch_q22/datafusion:vortex-compact	13602273	13111889	1.04

datafusion / parquet (0.973x ➖, 4↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	116763999	126437669	0.92
tpch_q02/datafusion:parquet	59123817	60250060	0.98
tpch_q03/datafusion:parquet 🚨	81500477	72327287	1.13
tpch_q04/datafusion:parquet	46967556	43826680	1.07
tpch_q05/datafusion:parquet	88112544	93198056	0.95
tpch_q06/datafusion:parquet 🚀	32717600	42197701	0.78
tpch_q07/datafusion:parquet	103448663	105350087	0.98
tpch_q08/datafusion:parquet	94168107	94932257	0.99
tpch_q09/datafusion:parquet	121632115	132336963	0.92
tpch_q10/datafusion:parquet	115856527	111651631	1.04
tpch_q11/datafusion:parquet	39170093	41623279	0.94
tpch_q12/datafusion:parquet 🚀	71374589	82793269	0.86
tpch_q13/datafusion:parquet	184531921	204841579	0.90
tpch_q14/datafusion:parquet 🚀	41322014	46340237	0.89
tpch_q15/datafusion:parquet	57943996	59328278	0.98
tpch_q16/datafusion:parquet	39822581	40580046	0.98
tpch_q17/datafusion:parquet	134189111	124580928	1.08
tpch_q18/datafusion:parquet	150993142	164005334	0.92
tpch_q19/datafusion:parquet 🚀	66325317	81752269	0.81
tpch_q20/datafusion:parquet	67440582	64925210	1.04
tpch_q21/datafusion:parquet	137290621	133918048	1.03
tpch_q22/datafusion:parquet 🚨	42164327	30945109	1.36

datafusion / arrow (0.937x ➖, 6↑ 1↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	54129066	58952159	0.92
tpch_q02/datafusion:arrow 🚀	16917222	19655351	0.86
tpch_q03/datafusion:arrow	31513150	31046828	1.02
tpch_q04/datafusion:arrow	26096522	25781586	1.01
tpch_q05/datafusion:arrow 🚀	60314613	75014530	0.80
tpch_q06/datafusion:arrow 🚨	23367948	19872624	1.18
tpch_q07/datafusion:arrow	103791091	102119357	1.02
tpch_q08/datafusion:arrow	42829104	41345788	1.04
tpch_q09/datafusion:arrow	62439100	68090323	0.92
tpch_q10/datafusion:arrow	48137363	51738033	0.93
tpch_q11/datafusion:arrow 🚀	8997101	10699588	0.84
tpch_q12/datafusion:arrow	47560301	52807665	0.90
tpch_q13/datafusion:arrow	44712255	47837021	0.93
tpch_q14/datafusion:arrow	23070078	22211289	1.04
tpch_q15/datafusion:arrow	46122338	45339482	1.02
tpch_q16/datafusion:arrow 🚀	16303867	18969878	0.86
tpch_q17/datafusion:arrow	65758064	68771234	0.96
tpch_q18/datafusion:arrow 🚀	105907474	138899983	0.76
tpch_q19/datafusion:arrow	36547689	35436639	1.03
tpch_q20/datafusion:arrow	35744899	34975490	1.02
tpch_q21/datafusion:arrow	157026936	152926433	1.03
tpch_q22/datafusion:arrow 🚀	12001383	17723189	0.68

duckdb / vortex-file-compressed (0.976x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31672410	32083774	0.99
tpch_q02/duckdb:vortex-file-compressed	24960090	25273794	0.99
tpch_q03/duckdb:vortex-file-compressed	32855952	32918305	1.00
tpch_q04/duckdb:vortex-file-compressed	29379143	29288343	1.00
tpch_q05/duckdb:vortex-file-compressed	37124466	37988183	0.98
tpch_q06/duckdb:vortex-file-compressed	8247230	8540760	0.97
tpch_q07/duckdb:vortex-file-compressed	34515576	36093671	0.96
tpch_q08/duckdb:vortex-file-compressed	36861416	36891430	1.00
tpch_q09/duckdb:vortex-file-compressed	57977887	59262375	0.98
tpch_q10/duckdb:vortex-file-compressed	40707829	41357274	0.98
tpch_q11/duckdb:vortex-file-compressed	15090479	15666710	0.96
tpch_q12/duckdb:vortex-file-compressed	22144365	22859873	0.97
tpch_q13/duckdb:vortex-file-compressed	37812660	37947083	1.00
tpch_q14/duckdb:vortex-file-compressed	22019661	23419970	0.94
tpch_q15/duckdb:vortex-file-compressed	16953025	17282078	0.98
tpch_q16/duckdb:vortex-file-compressed	28362037	30060293	0.94
tpch_q17/duckdb:vortex-file-compressed	23961354	24682167	0.97
tpch_q18/duckdb:vortex-file-compressed	52488048	54040195	0.97
tpch_q19/duckdb:vortex-file-compressed	28671905	29329387	0.98
tpch_q20/duckdb:vortex-file-compressed	33057827	34077379	0.97
tpch_q21/duckdb:vortex-file-compressed	100623717	101413231	0.99
tpch_q22/duckdb:vortex-file-compressed	17054761	17682748	0.96

duckdb / vortex-compact (0.988x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	38954176	38628449	1.01
tpch_q02/duckdb:vortex-compact	34141117	32935320	1.04
tpch_q03/duckdb:vortex-compact	34017858	35494116	0.96
tpch_q04/duckdb:vortex-compact	31497918	31778658	0.99
tpch_q05/duckdb:vortex-compact	40055533	41775484	0.96
tpch_q06/duckdb:vortex-compact	11119809	10799254	1.03
tpch_q07/duckdb:vortex-compact	40744705	41653785	0.98
tpch_q08/duckdb:vortex-compact	41589788	42560250	0.98
tpch_q09/duckdb:vortex-compact	64880302	68927239	0.94
tpch_q10/duckdb:vortex-compact	44821110	46404910	0.97
tpch_q11/duckdb:vortex-compact	18592323	18807638	0.99
tpch_q12/duckdb:vortex-compact	29678321	30239424	0.98
tpch_q13/duckdb:vortex-compact	44155860	45003004	0.98
tpch_q14/duckdb:vortex-compact	26718033	26344789	1.01
tpch_q15/duckdb:vortex-compact	20004180	20881357	0.96
tpch_q16/duckdb:vortex-compact	32575393	32049489	1.02
tpch_q17/duckdb:vortex-compact	30332528	28971138	1.05
tpch_q18/duckdb:vortex-compact	53000490	52643120	1.01
tpch_q19/duckdb:vortex-compact	32555614	34046024	0.96
tpch_q20/duckdb:vortex-compact	40588974	41114626	0.99
tpch_q21/duckdb:vortex-compact	102262672	104153919	0.98
tpch_q22/duckdb:vortex-compact	18332708	18900603	0.97

duckdb / parquet (0.971x ➖, 4↑ 1↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	78297958	80036628	0.98
tpch_q02/duckdb:parquet	38525169	39713191	0.97
tpch_q03/duckdb:parquet	70145647	70816913	0.99
tpch_q04/duckdb:parquet 🚀	49371019	59227173	0.83
tpch_q05/duckdb:parquet	67976664	68734832	0.99
tpch_q06/duckdb:parquet	22025263	22473824	0.98
tpch_q07/duckdb:parquet	83990460	84190417	1.00
tpch_q08/duckdb:parquet 🚀	82208977	91394129	0.90
tpch_q09/duckdb:parquet 🚀	133764903	149742557	0.89
tpch_q10/duckdb:parquet	125865504	127913193	0.98
tpch_q11/duckdb:parquet	22117688	22492936	0.98
tpch_q12/duckdb:parquet	46538238	47985880	0.97
tpch_q13/duckdb:parquet	250830037	251903631	1.00
tpch_q14/duckdb:parquet	50392076	50934502	0.99
tpch_q15/duckdb:parquet 🚨	31481425	25807303	1.22
tpch_q16/duckdb:parquet	57491441	58246499	0.99
tpch_q17/duckdb:parquet	56970382	58449051	0.97
tpch_q18/duckdb:parquet	122105384	119363423	1.02
tpch_q19/duckdb:parquet 🚀	68779966	87309614	0.79
tpch_q20/duckdb:parquet	64943059	65364885	0.99
tpch_q21/duckdb:parquet	175768705	179993443	0.98
tpch_q22/duckdb:parquet	53548854	53181676	1.01

duckdb / duckdb (0.987x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	17574952	17787194	0.99
tpch_q02/duckdb:duckdb	14318485	14678994	0.98
tpch_q03/duckdb:duckdb	22636347	22906738	0.99
tpch_q04/duckdb:duckdb	22571849	21322600	1.06
tpch_q05/duckdb:duckdb	23871298	23413919	1.02
tpch_q06/duckdb:duckdb	7109453	7129206	1.00
tpch_q07/duckdb:duckdb	25217402	26077577	0.97
tpch_q08/duckdb:duckdb	24087974	24586987	0.98
tpch_q09/duckdb:duckdb	57313888	59310405	0.97
tpch_q10/duckdb:duckdb	50058892	51860127	0.97
tpch_q11/duckdb:duckdb	7079971	7384569	0.96
tpch_q12/duckdb:duckdb	17881897	18091439	0.99
tpch_q13/duckdb:duckdb	39406281	39701668	0.99
tpch_q14/duckdb:duckdb	21101475	21769412	0.97
tpch_q15/duckdb:duckdb	13650362	13582432	1.01
tpch_q16/duckdb:duckdb	25874930	26783062	0.97
tpch_q17/duckdb:duckdb	16098883	16258606	0.99
tpch_q18/duckdb:duckdb	40796963	41320821	0.99
tpch_q19/duckdb:duckdb	30724821	31022914	0.99
tpch_q20/duckdb:duckdb	25153105	25573459	0.98
tpch_q21/duckdb:duckdb	60871368	61734801	0.99
tpch_q22/duckdb:duckdb	25497208	25494478	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-8.2%	-5.0%	-3.4%	+22.0%	➖ noise
1	datafusion:vortex-compact	-0.4%	-5.0%	+4.8%	+22.0%	➖ noise
1	datafusion:vortex-file-compressed	+1.7%	-5.0%	+7.0%	+22.0%	➖ noise
1	duckdb:duckdb	-1.2%	-5.0%	+4.0%	+22.0%	➖ noise
1	duckdb:vortex-compact	+0.8%	-5.0%	+6.1%	+22.0%	➖ noise
1	duckdb:vortex-file-compressed	-1.3%	-5.0%	+3.9%	+22.0%	➖ noise
2	datafusion:arrow	-13.9%	-2.4%	-11.8%	+22.0%	➖ noise
2	datafusion:vortex-compact	-0.1%	-2.4%	+2.4%	+22.0%	➖ noise
2	datafusion:vortex-file-compressed	+1.4%	-2.4%	+3.9%	+22.0%	➖ noise
2	duckdb:duckdb	-2.5%	-2.4%	-0.0%	+22.0%	➖ noise
2	duckdb:vortex-compact	+3.7%	-2.4%	+6.2%	+22.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.2%	-2.4%	+1.2%	+22.0%	➖ noise
3	datafusion:arrow	+1.5%	+5.6%	-3.9%	+22.0%	➖ noise
3	datafusion:vortex-compact	+14.5%	+5.6%	+8.3%	+22.0%	➖ noise
3	datafusion:vortex-file-compressed	+10.5%	+5.6%	+4.6%	+22.0%	➖ noise
3	duckdb:duckdb	-1.2%	+5.6%	-6.5%	+22.0%	➖ noise
3	duckdb:vortex-compact	-4.2%	+5.6%	-9.3%	+22.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.2%	+5.6%	-5.5%	+22.0%	➖ noise
4	datafusion:arrow	+1.2%	-5.5%	+7.1%	+22.0%	➖ noise
4	datafusion:vortex-compact	+1.2%	-5.5%	+7.1%	+22.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.4%	-5.5%	+6.2%	+22.0%	➖ noise
4	duckdb:duckdb	+5.9%	-5.5%	+12.0%	+22.0%	➖ noise
4	duckdb:vortex-compact	-0.9%	-5.5%	+4.9%	+22.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.3%	-5.5%	+6.1%	+22.0%	➖ noise
5	datafusion:arrow	-19.6%	-3.3%	-16.8%	+22.0%	➖ noise
5	datafusion:vortex-compact	-6.6%	-3.3%	-3.4%	+22.0%	➖ noise
5	datafusion:vortex-file-compressed	-6.6%	-3.3%	-3.4%	+22.0%	➖ noise
5	duckdb:duckdb	+2.0%	-3.3%	+5.4%	+22.0%	➖ noise
5	duckdb:vortex-compact	-4.1%	-3.3%	-0.8%	+22.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.3%	-3.3%	+1.1%	+22.0%	➖ noise
6	datafusion:arrow	+17.6%	-12.8%	+34.9%	+22.0%	🚨 regression
6	datafusion:vortex-compact	+2.3%	-12.8%	+17.3%	+22.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.5%	-12.8%	+16.4%	+22.0%	➖ noise
6	duckdb:duckdb	-0.3%	-12.8%	+14.4%	+22.0%	➖ noise
6	duckdb:vortex-compact	+3.0%	-12.8%	+18.1%	+22.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.4%	-12.8%	+10.8%	+22.0%	➖ noise
7	datafusion:arrow	+1.6%	-1.0%	+2.7%	+22.0%	➖ noise
7	datafusion:vortex-compact	-6.4%	-1.0%	-5.5%	+22.0%	➖ noise
7	datafusion:vortex-file-compressed	-3.3%	-1.0%	-2.3%	+22.0%	➖ noise
7	duckdb:duckdb	-3.3%	-1.0%	-2.3%	+22.0%	➖ noise
7	duckdb:vortex-compact	-2.2%	-1.0%	-1.2%	+22.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.4%	-1.0%	-3.4%	+22.0%	➖ noise
8	datafusion:arrow	+3.6%	-5.5%	+9.7%	+22.0%	➖ noise
8	datafusion:vortex-compact	-2.5%	-5.5%	+3.3%	+22.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.2%	-5.5%	+6.1%	+22.0%	➖ noise
8	duckdb:duckdb	-2.0%	-5.5%	+3.7%	+22.0%	➖ noise
8	duckdb:vortex-compact	-2.3%	-5.5%	+3.5%	+22.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.1%	-5.5%	+5.8%	+22.0%	➖ noise
9	datafusion:arrow	-8.3%	-9.4%	+1.2%	+22.0%	➖ noise
9	datafusion:vortex-compact	-1.1%	-9.4%	+9.1%	+22.0%	➖ noise
9	datafusion:vortex-file-compressed	-2.6%	-9.4%	+7.5%	+22.0%	➖ noise
9	duckdb:duckdb	-3.4%	-9.4%	+6.6%	+22.0%	➖ noise
9	duckdb:vortex-compact	-5.9%	-9.4%	+3.9%	+22.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.2%	-9.4%	+8.0%	+22.0%	➖ noise
10	datafusion:arrow	-7.0%	+1.0%	-7.9%	+22.0%	➖ noise
10	datafusion:vortex-compact	-16.0%	+1.0%	-16.9%	+22.0%	➖ noise
10	datafusion:vortex-file-compressed	-13.4%	+1.0%	-14.3%	+22.0%	➖ noise
10	duckdb:duckdb	-3.5%	+1.0%	-4.5%	+22.0%	➖ noise
10	duckdb:vortex-compact	-3.4%	+1.0%	-4.4%	+22.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.6%	+1.0%	-2.6%	+22.0%	➖ noise
11	datafusion:arrow	-15.9%	-3.8%	-12.6%	+22.0%	➖ noise
11	datafusion:vortex-compact	+1.0%	-3.8%	+5.0%	+22.0%	➖ noise
11	datafusion:vortex-file-compressed	-0.3%	-3.8%	+3.6%	+22.0%	➖ noise
11	duckdb:duckdb	-4.1%	-3.8%	-0.3%	+22.0%	➖ noise
11	duckdb:vortex-compact	-1.1%	-3.8%	+2.8%	+22.0%	➖ noise
11	duckdb:vortex-file-compressed	-3.7%	-3.8%	+0.1%	+22.0%	➖ noise
12	datafusion:arrow	-9.9%	-8.6%	-1.5%	+32.2%	➖ noise
12	datafusion:vortex-compact	-2.3%	-8.6%	+6.8%	+22.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.0%	-8.6%	+8.3%	+22.0%	➖ noise
12	duckdb:duckdb	-1.2%	-8.6%	+8.1%	+22.0%	➖ noise
12	duckdb:vortex-compact	-1.9%	-8.6%	+7.3%	+22.0%	➖ noise
12	duckdb:vortex-file-compressed	-3.1%	-8.6%	+5.9%	+22.0%	➖ noise
13	datafusion:arrow	-6.5%	-5.3%	-1.3%	+22.0%	➖ noise
13	datafusion:vortex-compact	-0.7%	-5.3%	+4.8%	+22.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.2%	-5.3%	+5.8%	+22.0%	➖ noise
13	duckdb:duckdb	-0.7%	-5.3%	+4.8%	+22.0%	➖ noise
13	duckdb:vortex-compact	-1.9%	-5.3%	+3.6%	+22.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.4%	-5.3%	+5.2%	+22.0%	➖ noise
14	datafusion:arrow	+3.9%	-6.1%	+10.6%	+22.0%	➖ noise
14	datafusion:vortex-compact	-2.2%	-6.1%	+4.1%	+22.0%	➖ noise
14	datafusion:vortex-file-compressed	-4.1%	-6.1%	+2.1%	+22.0%	➖ noise
14	duckdb:duckdb	-3.1%	-6.1%	+3.2%	+22.0%	➖ noise
14	duckdb:vortex-compact	+1.4%	-6.1%	+8.0%	+22.0%	➖ noise
14	duckdb:vortex-file-compressed	-6.0%	-6.1%	+0.1%	+22.0%	➖ noise
15	datafusion:arrow	+1.7%	+9.2%	-6.8%	+22.0%	➖ noise
15	datafusion:vortex-compact	-4.3%	+9.2%	-12.3%	+22.0%	➖ noise
15	datafusion:vortex-file-compressed	-3.3%	+9.2%	-11.4%	+22.0%	➖ noise
15	duckdb:duckdb	+0.5%	+9.2%	-7.9%	+22.0%	➖ noise
15	duckdb:vortex-compact	-4.2%	+9.2%	-12.2%	+22.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.9%	+9.2%	-10.1%	+22.0%	➖ noise
16	datafusion:arrow	-14.1%	-1.6%	-12.7%	+22.0%	➖ noise
16	datafusion:vortex-compact	+0.3%	-1.6%	+1.9%	+22.0%	➖ noise
16	datafusion:vortex-file-compressed	-3.7%	-1.6%	-2.1%	+22.0%	➖ noise
16	duckdb:duckdb	-3.4%	-1.6%	-1.8%	+22.0%	➖ noise
16	duckdb:vortex-compact	+1.6%	-1.6%	+3.3%	+22.0%	➖ noise
16	duckdb:vortex-file-compressed	-5.6%	-1.6%	-4.1%	+22.0%	➖ noise
17	datafusion:arrow	-4.4%	+2.5%	-6.7%	+22.0%	➖ noise
17	datafusion:vortex-compact	-4.4%	+2.5%	-6.7%	+22.0%	➖ noise
17	datafusion:vortex-file-compressed	-3.7%	+2.5%	-6.0%	+22.0%	➖ noise
17	duckdb:duckdb	-1.0%	+2.5%	-3.4%	+22.0%	➖ noise
17	duckdb:vortex-compact	+4.7%	+2.5%	+2.2%	+22.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.9%	+2.5%	-5.3%	+22.0%	➖ noise
18	datafusion:arrow	-23.8%	-3.0%	-21.4%	+22.0%	✅ faster
18	datafusion:vortex-compact	-8.5%	-3.0%	-5.7%	+22.0%	➖ noise
18	datafusion:vortex-file-compressed	-13.6%	-3.0%	-10.9%	+22.0%	➖ noise
18	duckdb:duckdb	-1.3%	-3.0%	+1.7%	+22.0%	➖ noise
18	duckdb:vortex-compact	+0.7%	-3.0%	+3.7%	+22.0%	➖ noise
18	duckdb:vortex-file-compressed	-2.9%	-3.0%	+0.1%	+22.0%	➖ noise
19	datafusion:arrow	+3.1%	-20.1%	+29.0%	+22.0%	🚨 regression
19	datafusion:vortex-compact	+31.5%	-20.1%	+64.5%	+22.0%	🚨 regression
19	datafusion:vortex-file-compressed	+4.8%	-20.1%	+31.0%	+22.0%	🚨 regression
19	duckdb:duckdb	-1.0%	-20.1%	+23.9%	+22.0%	🚨 regression
19	duckdb:vortex-compact	-4.4%	-20.1%	+19.6%	+22.0%	➖ noise
19	duckdb:vortex-file-compressed	-2.2%	-20.1%	+22.3%	+22.0%	🚨 regression
20	datafusion:arrow	+2.2%	+1.6%	+0.6%	+22.0%	➖ noise
20	datafusion:vortex-compact	+1.9%	+1.6%	+0.3%	+22.0%	➖ noise
20	datafusion:vortex-file-compressed	+1.6%	+1.6%	-0.0%	+22.0%	➖ noise
20	duckdb:duckdb	-1.6%	+1.6%	-3.2%	+22.0%	➖ noise
20	duckdb:vortex-compact	-1.3%	+1.6%	-2.8%	+22.0%	➖ noise
20	duckdb:vortex-file-compressed	-3.0%	+1.6%	-4.5%	+22.0%	➖ noise
21	datafusion:arrow	+2.7%	+0.1%	+2.6%	+22.0%	➖ noise
21	datafusion:vortex-compact	-3.1%	+0.1%	-3.2%	+22.0%	➖ noise
21	datafusion:vortex-file-compressed	-2.1%	+0.1%	-2.2%	+22.0%	➖ noise
21	duckdb:duckdb	-1.4%	+0.1%	-1.5%	+22.0%	➖ noise
21	duckdb:vortex-compact	-1.8%	+0.1%	-1.9%	+22.0%	➖ noise
21	duckdb:vortex-file-compressed	-0.8%	+0.1%	-0.8%	+22.0%	➖ noise
22	datafusion:arrow	-32.3%	+17.1%	-42.2%	+22.0%	✅ faster
22	datafusion:vortex-compact	+3.7%	+17.1%	-11.4%	+22.0%	➖ noise
22	datafusion:vortex-file-compressed	+0.3%	+17.1%	-14.4%	+22.0%	➖ noise
22	duckdb:duckdb	+0.0%	+17.1%	-14.6%	+22.0%	➖ noise
22	duckdb:vortex-compact	-3.0%	+17.1%	-17.2%	+22.0%	➖ noise
22	duckdb:vortex-file-compressed	-3.6%	+17.1%	-17.7%	+22.0%	➖ noise

github-actions · 2026-05-20T20:34:29Z

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

github-actions · 2026-05-20T20:37:01Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.7%
Vortex (geomean): 0.975x ➖
Parquet (geomean): 0.999x ➖
Shifts: Parquet (control) -0.1% · Median polish +0.9%

datafusion / vortex-file-compressed (0.998x ➖, 7↑ 6↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	25646999	24914939	1.03
tpcds_q02/datafusion:vortex-file-compressed	47956048	46464994	1.03
tpcds_q03/datafusion:vortex-file-compressed 🚨	16909150	15199906	1.11
tpcds_q04/datafusion:vortex-file-compressed	259068813	257819403	1.00
tpcds_q05/datafusion:vortex-file-compressed	43795233	42499517	1.03
tpcds_q06/datafusion:vortex-file-compressed 🚀	23762541	59684997	0.40
tpcds_q07/datafusion:vortex-file-compressed 🚀	39898461	44517378	0.90
tpcds_q08/datafusion:vortex-file-compressed	30454654	28568127	1.07
tpcds_q09/datafusion:vortex-file-compressed 🚀	34123970	38484022	0.89
tpcds_q10/datafusion:vortex-file-compressed	40016788	39025898	1.03
tpcds_q11/datafusion:vortex-file-compressed	132154935	135690226	0.97
tpcds_q12/datafusion:vortex-file-compressed	19903601	20172414	0.99
tpcds_q13/datafusion:vortex-file-compressed	40028599	39315109	1.02
tpcds_q14/datafusion:vortex-file-compressed	163769518	169971503	0.96
tpcds_q15/datafusion:vortex-file-compressed	26354243	27804480	0.95
tpcds_q16/datafusion:vortex-file-compressed	25291937	28067809	0.90
tpcds_q17/datafusion:vortex-file-compressed	61910417	64162962	0.96
tpcds_q18/datafusion:vortex-file-compressed	64941674	69569281	0.93
tpcds_q19/datafusion:vortex-file-compressed	22583659	22041984	1.02
tpcds_q20/datafusion:vortex-file-compressed	21735909	20404860	1.07
tpcds_q21/datafusion:vortex-file-compressed	36577462	34256584	1.07
tpcds_q22/datafusion:vortex-file-compressed 🚨	155109655	111686524	1.39
tpcds_q23/datafusion:vortex-file-compressed	157082398	147849549	1.06
tpcds_q24/datafusion:vortex-file-compressed	82676792	81905697	1.01
tpcds_q25/datafusion:vortex-file-compressed	64404770	66990321	0.96
tpcds_q26/datafusion:vortex-file-compressed	35798364	32997975	1.08
tpcds_q27/datafusion:vortex-file-compressed	94354256	103944321	0.91
tpcds_q28/datafusion:vortex-file-compressed	34420412	34280245	1.00
tpcds_q29/datafusion:vortex-file-compressed	62705494	61588856	1.02
tpcds_q30/datafusion:vortex-file-compressed 🚨	24785157	22523511	1.10
tpcds_q31/datafusion:vortex-file-compressed	77268737	73108313	1.06
tpcds_q32/datafusion:vortex-file-compressed	20298583	19766259	1.03
tpcds_q33/datafusion:vortex-file-compressed	29473333	29451433	1.00
tpcds_q34/datafusion:vortex-file-compressed	26037106	24070253	1.08
tpcds_q35/datafusion:vortex-file-compressed	46563484	45426859	1.03
tpcds_q36/datafusion:vortex-file-compressed	57485913	56958729	1.01
tpcds_q37/datafusion:vortex-file-compressed 🚀	21201180	23595749	0.90
tpcds_q38/datafusion:vortex-file-compressed	44189959	42552907	1.04
tpcds_q39/datafusion:vortex-file-compressed	106623830	103377060	1.03
tpcds_q40/datafusion:vortex-file-compressed	30088629	32300233	0.93
tpcds_q41/datafusion:vortex-file-compressed	15848097	15156276	1.05
tpcds_q42/datafusion:vortex-file-compressed	14002304	13614102	1.03
tpcds_q43/datafusion:vortex-file-compressed	18490636	18873295	0.98
tpcds_q44/datafusion:vortex-file-compressed 🚀	31050522	34754096	0.89
tpcds_q45/datafusion:vortex-file-compressed	26820939	27514962	0.97
tpcds_q46/datafusion:vortex-file-compressed	33925332	33518283	1.01
tpcds_q47/datafusion:vortex-file-compressed	133041728	130272649	1.02
tpcds_q48/datafusion:vortex-file-compressed	35551155	35434544	1.00
tpcds_q49/datafusion:vortex-file-compressed	56864784	55921497	1.02
tpcds_q50/datafusion:vortex-file-compressed	38593890	39105047	0.99
tpcds_q51/datafusion:vortex-file-compressed	90000936	86540982	1.04
tpcds_q52/datafusion:vortex-file-compressed	14865094	13872574	1.07
tpcds_q53/datafusion:vortex-file-compressed	22159879	20933502	1.06
tpcds_q54/datafusion:vortex-file-compressed	34382444	34560530	0.99
tpcds_q55/datafusion:vortex-file-compressed	13999920	13304250	1.05
tpcds_q56/datafusion:vortex-file-compressed	29212018	29872228	0.98
tpcds_q57/datafusion:vortex-file-compressed	109378638	109875152	1.00
tpcds_q58/datafusion:vortex-file-compressed	56520695	54192470	1.04
tpcds_q59/datafusion:vortex-file-compressed	58497548	55943319	1.05
tpcds_q60/datafusion:vortex-file-compressed	29914046	28956219	1.03
tpcds_q61/datafusion:vortex-file-compressed	40518687	43356798	0.93
tpcds_q62/datafusion:vortex-file-compressed	24670183	23035997	1.07
tpcds_q63/datafusion:vortex-file-compressed	22515587	21436940	1.05
tpcds_q64/datafusion:vortex-file-compressed	380624222	419502985	0.91
tpcds_q65/datafusion:vortex-file-compressed 🚨	51321049	40768935	1.26
tpcds_q66/datafusion:vortex-file-compressed	74715186	74588718	1.00
tpcds_q67/datafusion:vortex-file-compressed	152044436	147127754	1.03
tpcds_q68/datafusion:vortex-file-compressed	33462146	34794812	0.96
tpcds_q69/datafusion:vortex-file-compressed	38688715	36578994	1.06
tpcds_q70/datafusion:vortex-file-compressed 🚨	100030152	84275706	1.19
tpcds_q71/datafusion:vortex-file-compressed	23683568	23585950	1.00
tpcds_q72/datafusion:vortex-file-compressed	2095622247	2133737505	0.98
tpcds_q73/datafusion:vortex-file-compressed	23897993	22916308	1.04
tpcds_q74/datafusion:vortex-file-compressed	81453452	86994644	0.94
tpcds_q75/datafusion:vortex-file-compressed	108217654	107947611	1.00
tpcds_q76/datafusion:vortex-file-compressed	24910067	24863482	1.00
tpcds_q77/datafusion:vortex-file-compressed	37397985	40474373	0.92
tpcds_q78/datafusion:vortex-file-compressed 🚀	113712271	127085216	0.89
tpcds_q79/datafusion:vortex-file-compressed	28726947	29387991	0.98
tpcds_q80/datafusion:vortex-file-compressed	89168854	97614133	0.91
tpcds_q81/datafusion:vortex-file-compressed	25160247	23723603	1.06
tpcds_q82/datafusion:vortex-file-compressed 🚀	22024184	26229546	0.84
tpcds_q83/datafusion:vortex-file-compressed	36069724	33725871	1.07
tpcds_q84/datafusion:vortex-file-compressed	13000581	12658731	1.03
tpcds_q85/datafusion:vortex-file-compressed	88305868	90205007	0.98
tpcds_q86/datafusion:vortex-file-compressed	17433401	17620147	0.99
tpcds_q87/datafusion:vortex-file-compressed	45467345	44364927	1.02
tpcds_q88/datafusion:vortex-file-compressed	55919578	55852797	1.00
tpcds_q89/datafusion:vortex-file-compressed	24653240	25594626	0.96
tpcds_q90/datafusion:vortex-file-compressed	14472495	15231013	0.95
tpcds_q91/datafusion:vortex-file-compressed	18283365	18238758	1.00
tpcds_q92/datafusion:vortex-file-compressed	18322529	18167872	1.01
tpcds_q93/datafusion:vortex-file-compressed	33554726	33250457	1.01
tpcds_q94/datafusion:vortex-file-compressed	22419436	23510601	0.95
tpcds_q95/datafusion:vortex-file-compressed	58951585	61194336	0.96
tpcds_q96/datafusion:vortex-file-compressed	13385953	13999464	0.96
tpcds_q97/datafusion:vortex-file-compressed	30668719	30737469	1.00
tpcds_q98/datafusion:vortex-file-compressed	24941187	24495058	1.02
tpcds_q99/datafusion:vortex-file-compressed 🚨	33241305	28924601	1.15

datafusion / vortex-compact (0.943x ➖, 21↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	27227657	25853034	1.05
tpcds_q02/datafusion:vortex-compact	54526552	54130585	1.01
tpcds_q03/datafusion:vortex-compact	20016042	20053814	1.00
tpcds_q04/datafusion:vortex-compact	305322680	323324791	0.94
tpcds_q05/datafusion:vortex-compact 🚀	46009571	54525844	0.84
tpcds_q06/datafusion:vortex-compact 🚀	27303475	63457802	0.43
tpcds_q07/datafusion:vortex-compact 🚀	53060501	61032670	0.87
tpcds_q08/datafusion:vortex-compact	37566683	38003371	0.99
tpcds_q09/datafusion:vortex-compact 🚀	49270158	57811177	0.85
tpcds_q10/datafusion:vortex-compact	50685453	53151659	0.95
tpcds_q11/datafusion:vortex-compact	153351833	167050657	0.92
tpcds_q12/datafusion:vortex-compact	26468668	28998910	0.91
tpcds_q13/datafusion:vortex-compact 🚨	152876136	128306556	1.19
tpcds_q14/datafusion:vortex-compact 🚀	190146733	222000754	0.86
tpcds_q15/datafusion:vortex-compact 🚀	28238275	34088059	0.83
tpcds_q16/datafusion:vortex-compact 🚀	29518016	35259304	0.84
tpcds_q17/datafusion:vortex-compact 🚀	72136271	81876576	0.88
tpcds_q18/datafusion:vortex-compact 🚀	75223407	87633926	0.86
tpcds_q19/datafusion:vortex-compact	30481046	32182505	0.95
tpcds_q20/datafusion:vortex-compact	26085562	28586959	0.91
tpcds_q21/datafusion:vortex-compact 🚀	40009506	45351737	0.88
tpcds_q22/datafusion:vortex-compact	125600592	133841487	0.94
tpcds_q23/datafusion:vortex-compact	166390448	181417641	0.92
tpcds_q24/datafusion:vortex-compact 🚀	94434906	108013698	0.87
tpcds_q25/datafusion:vortex-compact	78046121	84404952	0.92
tpcds_q26/datafusion:vortex-compact	44711413	46467679	0.96
tpcds_q27/datafusion:vortex-compact	116942662	123129394	0.95
tpcds_q28/datafusion:vortex-compact	99792903	99336260	1.00
tpcds_q29/datafusion:vortex-compact	71819545	75132090	0.96
tpcds_q30/datafusion:vortex-compact	28933111	28241797	1.02
tpcds_q31/datafusion:vortex-compact	102228076	99546414	1.03
tpcds_q32/datafusion:vortex-compact	24750333	27341043	0.91
tpcds_q33/datafusion:vortex-compact	36115177	37678288	0.96
tpcds_q34/datafusion:vortex-compact	33455275	33918188	0.99
tpcds_q35/datafusion:vortex-compact	54843049	52231161	1.05
tpcds_q36/datafusion:vortex-compact	75594547	80275999	0.94
tpcds_q37/datafusion:vortex-compact 🚀	31041859	34884220	0.89
tpcds_q38/datafusion:vortex-compact	51887334	51506621	1.01
tpcds_q39/datafusion:vortex-compact	110379287	121793933	0.91
tpcds_q40/datafusion:vortex-compact 🚀	33938367	43160766	0.79
tpcds_q41/datafusion:vortex-compact	17420010	18763741	0.93
tpcds_q42/datafusion:vortex-compact	17798308	18633527	0.96
tpcds_q43/datafusion:vortex-compact	25896482	26329768	0.98
tpcds_q44/datafusion:vortex-compact 🚀	42769541	50548545	0.85
tpcds_q45/datafusion:vortex-compact	32506617	34883041	0.93
tpcds_q46/datafusion:vortex-compact	44315554	47245292	0.94
tpcds_q47/datafusion:vortex-compact	156020668	167907920	0.93
tpcds_q48/datafusion:vortex-compact	85167546	84649174	1.01
tpcds_q49/datafusion:vortex-compact	69258617	75283778	0.92
tpcds_q50/datafusion:vortex-compact 🚀	45359394	52389690	0.87
tpcds_q51/datafusion:vortex-compact	97323165	103750413	0.94
tpcds_q52/datafusion:vortex-compact	19533518	21152134	0.92
tpcds_q53/datafusion:vortex-compact	28635868	30664985	0.93
tpcds_q54/datafusion:vortex-compact	43233514	45433272	0.95
tpcds_q55/datafusion:vortex-compact	18298048	20060587	0.91
tpcds_q56/datafusion:vortex-compact 🚀	35209476	39927188	0.88
tpcds_q57/datafusion:vortex-compact	112929402	125280546	0.90
tpcds_q58/datafusion:vortex-compact	65167980	70561751	0.92
tpcds_q59/datafusion:vortex-compact	72643104	74727648	0.97
tpcds_q60/datafusion:vortex-compact 🚀	35433546	39468077	0.90
tpcds_q61/datafusion:vortex-compact	55109426	60312301	0.91
tpcds_q62/datafusion:vortex-compact 🚀	24500778	27964380	0.88
tpcds_q63/datafusion:vortex-compact	28650709	30843613	0.93
tpcds_q64/datafusion:vortex-compact 🚀	418688010	532400518	0.79
tpcds_q65/datafusion:vortex-compact	64535766	60854793	1.06
tpcds_q66/datafusion:vortex-compact	76007485	82521123	0.92
tpcds_q67/datafusion:vortex-compact 🚀	152065821	175581765	0.87
tpcds_q68/datafusion:vortex-compact	44813655	48506105	0.92
tpcds_q69/datafusion:vortex-compact	47658260	48200865	0.99
tpcds_q70/datafusion:vortex-compact	107105313	99602028	1.08
tpcds_q71/datafusion:vortex-compact	30498555	29238680	1.04
tpcds_q72/datafusion:vortex-compact	2050427830	2118053263	0.97
tpcds_q73/datafusion:vortex-compact	30253383	30662254	0.99
tpcds_q74/datafusion:vortex-compact	91807344	88886456	1.03
tpcds_q75/datafusion:vortex-compact	126810660	129435253	0.98
tpcds_q76/datafusion:vortex-compact	32588005	31851006	1.02
tpcds_q77/datafusion:vortex-compact	49907306	49391882	1.01
tpcds_q78/datafusion:vortex-compact	128229808	139076597	0.92
tpcds_q79/datafusion:vortex-compact	38590591	37352921	1.03
tpcds_q80/datafusion:vortex-compact	98720845	107469685	0.92
tpcds_q81/datafusion:vortex-compact	29456216	27952348	1.05
tpcds_q82/datafusion:vortex-compact	31423801	33911848	0.93
tpcds_q83/datafusion:vortex-compact	35537926	32801524	1.08
tpcds_q84/datafusion:vortex-compact	14844904	15338554	0.97
tpcds_q85/datafusion:vortex-compact	155885578	159609724	0.98
tpcds_q86/datafusion:vortex-compact 🚨	21878468	19543048	1.12
tpcds_q87/datafusion:vortex-compact	54295194	50116104	1.08
tpcds_q88/datafusion:vortex-compact	77671329	77869728	1.00
tpcds_q89/datafusion:vortex-compact	31380030	30822322	1.02
tpcds_q90/datafusion:vortex-compact	15136564	14363031	1.05
tpcds_q91/datafusion:vortex-compact	33267426	32717001	1.02
tpcds_q92/datafusion:vortex-compact	22944599	24247954	0.95
tpcds_q93/datafusion:vortex-compact	35694047	38325591	0.93
tpcds_q94/datafusion:vortex-compact	26006957	26663268	0.98
tpcds_q95/datafusion:vortex-compact	66150660	64488820	1.03
tpcds_q96/datafusion:vortex-compact	17493167	17621813	0.99
tpcds_q97/datafusion:vortex-compact	34867079	35297148	0.99
tpcds_q98/datafusion:vortex-compact	30115394	29492856	1.02
tpcds_q99/datafusion:vortex-compact 🚀	30458435	34388901	0.89

datafusion / parquet (0.990x ➖, 10↑ 10↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚀	24404998	32342306	0.75
tpcds_q02/datafusion:parquet	42884990	41839159	1.02
tpcds_q03/datafusion:parquet	13381575	12927024	1.04
tpcds_q04/datafusion:parquet	291027657	274899202	1.06
tpcds_q05/datafusion:parquet 🚨	48178355	41736976	1.15
tpcds_q06/datafusion:parquet 🚀	24286552	59105525	0.41
tpcds_q07/datafusion:parquet	79375470	76530608	1.04
tpcds_q08/datafusion:parquet 🚨	29598910	26902947	1.10
tpcds_q09/datafusion:parquet	41505184	45120483	0.92
tpcds_q10/datafusion:parquet 🚨	76000284	68231340	1.11
tpcds_q11/datafusion:parquet	146393571	150655209	0.97
tpcds_q12/datafusion:parquet	19632876	18266599	1.07
tpcds_q13/datafusion:parquet	76316499	75076161	1.02
tpcds_q14/datafusion:parquet	161011995	165002498	0.98
tpcds_q15/datafusion:parquet	21314287	21601616	0.99
tpcds_q16/datafusion:parquet	29089956	26952757	1.08
tpcds_q17/datafusion:parquet	62042679	66131451	0.94
tpcds_q18/datafusion:parquet	110883505	114496268	0.97
tpcds_q19/datafusion:parquet	23629431	22514873	1.05
tpcds_q20/datafusion:parquet	16989002	17213517	0.99
tpcds_q21/datafusion:parquet	19311948	18655230	1.04
tpcds_q22/datafusion:parquet	165986524	151252574	1.10
tpcds_q23/datafusion:parquet	151757331	145423945	1.04
tpcds_q24/datafusion:parquet	89320110	91961029	0.97
tpcds_q25/datafusion:parquet	63741495	63529867	1.00
tpcds_q26/datafusion:parquet	63546602	66024173	0.96
tpcds_q27/datafusion:parquet	136698585	143312588	0.95
tpcds_q28/datafusion:parquet	45136832	44654256	1.01
tpcds_q29/datafusion:parquet	63525981	64456064	0.99
tpcds_q30/datafusion:parquet	34489106	33857561	1.02
tpcds_q31/datafusion:parquet	67122772	63725709	1.05
tpcds_q32/datafusion:parquet	18418352	17826964	1.03
tpcds_q33/datafusion:parquet	28378962	26815058	1.06
tpcds_q34/datafusion:parquet	22473751	21261051	1.06
tpcds_q35/datafusion:parquet	71491261	66454225	1.08
tpcds_q36/datafusion:parquet	58005444	55785143	1.04
tpcds_q37/datafusion:parquet	19901727	18345836	1.08
tpcds_q38/datafusion:parquet	42618572	40071091	1.06
tpcds_q39/datafusion:parquet	75393266	73006165	1.03
tpcds_q40/datafusion:parquet	24095855	23004655	1.05
tpcds_q41/datafusion:parquet 🚨	15324135	12981060	1.18
tpcds_q42/datafusion:parquet	12226643	11637251	1.05
tpcds_q43/datafusion:parquet	17192905	16731866	1.03
tpcds_q44/datafusion:parquet	33003618	32424252	1.02
tpcds_q45/datafusion:parquet	26986606	27775655	0.97
tpcds_q46/datafusion:parquet	33085956	31956420	1.04
tpcds_q47/datafusion:parquet	128334417	122650861	1.05
tpcds_q48/datafusion:parquet	72467359	69434174	1.04
tpcds_q49/datafusion:parquet	56766577	55883001	1.02
tpcds_q50/datafusion:parquet	43432110	42893149	1.01
tpcds_q51/datafusion:parquet	85873956	83691245	1.03
tpcds_q52/datafusion:parquet 🚨	12854131	11628276	1.11
tpcds_q53/datafusion:parquet	18631568	17165346	1.09
tpcds_q54/datafusion:parquet	34564239	33533269	1.03
tpcds_q55/datafusion:parquet	11803584	11027005	1.07
tpcds_q56/datafusion:parquet	30128755	27499151	1.10
tpcds_q57/datafusion:parquet	105396033	104076874	1.01
tpcds_q58/datafusion:parquet 🚨	54084164	48815883	1.11
tpcds_q59/datafusion:parquet 🚨	63146089	56697670	1.11
tpcds_q60/datafusion:parquet	29407025	27732123	1.06
tpcds_q61/datafusion:parquet	43680558	43192524	1.01
tpcds_q62/datafusion:parquet 🚨	26616117	19561836	1.36
tpcds_q63/datafusion:parquet	18358001	17395501	1.06
tpcds_q64/datafusion:parquet 🚀	302099765	518547438	0.58
tpcds_q65/datafusion:parquet	38887494	40273329	0.97
tpcds_q66/datafusion:parquet	65773454	64824935	1.01
tpcds_q67/datafusion:parquet	145641574	145551622	1.00
tpcds_q68/datafusion:parquet	32619082	31583067	1.03
tpcds_q69/datafusion:parquet	68247952	67183399	1.02
tpcds_q70/datafusion:parquet 🚀	33507582	94462249	0.35
tpcds_q71/datafusion:parquet	23380330	24339809	0.96
tpcds_q72/datafusion:parquet 🚀	580624512	710850737	0.82
tpcds_q73/datafusion:parquet	20875609	23178553	0.90
tpcds_q74/datafusion:parquet 🚀	82933158	92845929	0.89
tpcds_q75/datafusion:parquet	102152110	109779875	0.93
tpcds_q76/datafusion:parquet	30975523	33118060	0.94
tpcds_q77/datafusion:parquet	40078109	43138407	0.93
tpcds_q78/datafusion:parquet 🚀	109964189	127743412	0.86
tpcds_q79/datafusion:parquet	26957192	28784998	0.94
tpcds_q80/datafusion:parquet 🚀	75168897	89040703	0.84
tpcds_q81/datafusion:parquet 🚀	30501336	34263526	0.89
tpcds_q82/datafusion:parquet 🚀	19264493	21850816	0.88
tpcds_q83/datafusion:parquet	41352290	40543045	1.02
tpcds_q84/datafusion:parquet	40704842	40883525	1.00
tpcds_q85/datafusion:parquet	146953766	160856940	0.91
tpcds_q86/datafusion:parquet	16858895	17081896	0.99
tpcds_q87/datafusion:parquet	44723612	42951650	1.04
tpcds_q88/datafusion:parquet	61973264	61950078	1.00
tpcds_q89/datafusion:parquet	23426357	21454883	1.09
tpcds_q90/datafusion:parquet	14542726	14416215	1.01
tpcds_q91/datafusion:parquet	59501643	56666758	1.05
tpcds_q92/datafusion:parquet	18133418	17149624	1.06
tpcds_q93/datafusion:parquet	29383575	32254341	0.91
tpcds_q94/datafusion:parquet 🚨	21400913	18961771	1.13
tpcds_q95/datafusion:parquet	62138049	58923895	1.05
tpcds_q96/datafusion:parquet	12800813	11728159	1.09
tpcds_q97/datafusion:parquet	31595044	29950794	1.05
tpcds_q98/datafusion:parquet	21223779	20348616	1.04
tpcds_q99/datafusion:parquet 🚨	28327912	25428069	1.11

duckdb / vortex-file-compressed (0.962x ➖, 21↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	25532088	24889351	1.03
tpcds_q02/duckdb:vortex-file-compressed	34443527	35962352	0.96
tpcds_q03/duckdb:vortex-file-compressed	27091355	26759037	1.01
tpcds_q04/duckdb:vortex-file-compressed	97191775	98616817	0.99
tpcds_q05/duckdb:vortex-file-compressed	34789844	32493356	1.07
tpcds_q06/duckdb:vortex-file-compressed	34223784	34528311	0.99
tpcds_q07/duckdb:vortex-file-compressed	22036552	22052180	1.00
tpcds_q08/duckdb:vortex-file-compressed	28475240	26675734	1.07
tpcds_q09/duckdb:vortex-file-compressed	15636701	16366592	0.96
tpcds_q10/duckdb:vortex-file-compressed	37909846	37541179	1.01
tpcds_q11/duckdb:vortex-file-compressed	67620625	63916773	1.06
tpcds_q12/duckdb:vortex-file-compressed	17173051	16411916	1.05
tpcds_q13/duckdb:vortex-file-compressed	33608788	33761327	1.00
tpcds_q14/duckdb:vortex-file-compressed	97938253	97229239	1.01
tpcds_q15/duckdb:vortex-file-compressed	27111987	27386555	0.99
tpcds_q16/duckdb:vortex-file-compressed	28248275	26476511	1.07
tpcds_q17/duckdb:vortex-file-compressed	46434659	47079054	0.99
tpcds_q18/duckdb:vortex-file-compressed	37749959	37381030	1.01
tpcds_q19/duckdb:vortex-file-compressed	33196522	32726110	1.01
tpcds_q20/duckdb:vortex-file-compressed	17804581	16495916	1.08
tpcds_q21/duckdb:vortex-file-compressed	16717753	16241242	1.03
tpcds_q22/duckdb:vortex-file-compressed	74925025	74396456	1.01
tpcds_q23/duckdb:vortex-file-compressed	113060648	108438750	1.04
tpcds_q24/duckdb:vortex-file-compressed	48804143	48740604	1.00
tpcds_q25/duckdb:vortex-file-compressed	51676228	51752245	1.00
tpcds_q26/duckdb:vortex-file-compressed	18848827	19247190	0.98
tpcds_q27/duckdb:vortex-file-compressed	23224977	23576906	0.99
tpcds_q28/duckdb:vortex-file-compressed	12704216	13372401	0.95
tpcds_q29/duckdb:vortex-file-compressed	44844133	42873355	1.05
tpcds_q30/duckdb:vortex-file-compressed	26442463	25159005	1.05
tpcds_q31/duckdb:vortex-file-compressed	28540896	28880042	0.99
tpcds_q32/duckdb:vortex-file-compressed	13796023	14075647	0.98
tpcds_q33/duckdb:vortex-file-compressed	24127517	24077773	1.00
tpcds_q34/duckdb:vortex-file-compressed	24486407	25237895	0.97
tpcds_q35/duckdb:vortex-file-compressed	65577967	65762537	1.00
tpcds_q36/duckdb:vortex-file-compressed	24402462	25017817	0.98
tpcds_q37/duckdb:vortex-file-compressed	20803068	19925936	1.04
tpcds_q38/duckdb:vortex-file-compressed	38273283	37272094	1.03
tpcds_q39/duckdb:vortex-file-compressed	36452708	35836093	1.02
tpcds_q40/duckdb:vortex-file-compressed	20530948	19258368	1.07
tpcds_q41/duckdb:vortex-file-compressed	10463740	10174641	1.03
tpcds_q42/duckdb:vortex-file-compressed	12866401	12968101	0.99
tpcds_q43/duckdb:vortex-file-compressed	21976818	21297426	1.03
tpcds_q44/duckdb:vortex-file-compressed	21564711	21273194	1.01
tpcds_q45/duckdb:vortex-file-compressed	30553366	29104738	1.05
tpcds_q46/duckdb:vortex-file-compressed	32424649	31442483	1.03
tpcds_q47/duckdb:vortex-file-compressed 🚀	54163803	60836213	0.89
tpcds_q48/duckdb:vortex-file-compressed	31198253	32872847	0.95
tpcds_q49/duckdb:vortex-file-compressed	35109001	36797052	0.95
tpcds_q50/duckdb:vortex-file-compressed	31199678	34159338	0.91
tpcds_q51/duckdb:vortex-file-compressed	106890790	113601915	0.94
tpcds_q52/duckdb:vortex-file-compressed 🚀	12863574	14702356	0.87
tpcds_q53/duckdb:vortex-file-compressed 🚀	21981746	24654925	0.89
tpcds_q54/duckdb:vortex-file-compressed 🚀	28515602	32833206	0.87
tpcds_q55/duckdb:vortex-file-compressed	13733817	14550335	0.94
tpcds_q56/duckdb:vortex-file-compressed	25998061	27950578	0.93
tpcds_q57/duckdb:vortex-file-compressed	43612947	47242691	0.92
tpcds_q58/duckdb:vortex-file-compressed	29748610	32247818	0.92
tpcds_q59/duckdb:vortex-file-compressed	68919333	70835266	0.97
tpcds_q60/duckdb:vortex-file-compressed 🚀	25554271	28741515	0.89
tpcds_q61/duckdb:vortex-file-compressed 🚀	30029922	35186738	0.85
tpcds_q62/duckdb:vortex-file-compressed	16352737	17504422	0.93
tpcds_q63/duckdb:vortex-file-compressed 🚀	20988454	24004907	0.87
tpcds_q64/duckdb:vortex-file-compressed 🚀	102883904	118105175	0.87
tpcds_q65/duckdb:vortex-file-compressed	22992242	25045354	0.92
tpcds_q66/duckdb:vortex-file-compressed	29174613	31852151	0.92
tpcds_q67/duckdb:vortex-file-compressed 🚀	139599859	167877982	0.83
tpcds_q68/duckdb:vortex-file-compressed 🚀	31732937	37247145	0.85
tpcds_q69/duckdb:vortex-file-compressed 🚀	41375288	50814940	0.81
tpcds_q70/duckdb:vortex-file-compressed	37389288	39652678	0.94
tpcds_q71/duckdb:vortex-file-compressed 🚀	20535734	23125121	0.89
tpcds_q72/duckdb:vortex-file-compressed	171723495	181139161	0.95
tpcds_q73/duckdb:vortex-file-compressed 🚀	25417031	29814590	0.85
tpcds_q74/duckdb:vortex-file-compressed 🚀	42583713	48179411	0.88
tpcds_q75/duckdb:vortex-file-compressed 🚀	49364679	56076093	0.88
tpcds_q76/duckdb:vortex-file-compressed 🚀	17797038	22432805	0.79
tpcds_q77/duckdb:vortex-file-compressed	26761723	27863177	0.96
tpcds_q78/duckdb:vortex-file-compressed	83574896	89642564	0.93
tpcds_q79/duckdb:vortex-file-compressed 🚀	25663572	28914339	0.89
tpcds_q80/duckdb:vortex-file-compressed	49236364	49657918	0.99
tpcds_q81/duckdb:vortex-file-compressed	30343198	30849302	0.98
tpcds_q82/duckdb:vortex-file-compressed	46765921	46522335	1.01
tpcds_q83/duckdb:vortex-file-compressed	28544762	28197677	1.01
tpcds_q84/duckdb:vortex-file-compressed	20238154	21910189	0.92
tpcds_q85/duckdb:vortex-file-compressed	48665242	48057365	1.01
tpcds_q86/duckdb:vortex-file-compressed	16963293	17080872	0.99
tpcds_q87/duckdb:vortex-file-compressed	41890462	41103681	1.02
tpcds_q88/duckdb:vortex-file-compressed	51820863	50521875	1.03
tpcds_q89/duckdb:vortex-file-compressed	22210349	22060863	1.01
tpcds_q90/duckdb:vortex-file-compressed	10703022	11431466	0.94
tpcds_q91/duckdb:vortex-file-compressed	25339742	27938667	0.91
tpcds_q92/duckdb:vortex-file-compressed 🚀	20076046	23662973	0.85
tpcds_q93/duckdb:vortex-file-compressed	30556968	31909288	0.96
tpcds_q94/duckdb:vortex-file-compressed 🚀	21585668	24126425	0.89
tpcds_q95/duckdb:vortex-file-compressed 🚀	149226504	171676865	0.87
tpcds_q96/duckdb:vortex-file-compressed	12945650	12931965	1.00
tpcds_q97/duckdb:vortex-file-compressed 🚀	39948917	46141822	0.87
tpcds_q98/duckdb:vortex-file-compressed	19755817	21709907	0.91
tpcds_q99/duckdb:vortex-file-compressed	27250556	28539325	0.95

duckdb / vortex-compact (0.999x ➖, 4↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚀	26805291	29856862	0.90
tpcds_q02/duckdb:vortex-compact	42755773	42424201	1.01
tpcds_q03/duckdb:vortex-compact	49160897	51578140	0.95
tpcds_q04/duckdb:vortex-compact	110261647	122390582	0.90
tpcds_q05/duckdb:vortex-compact	44851205	45457215	0.99
tpcds_q06/duckdb:vortex-compact 🚀	39803487	44527544	0.89
tpcds_q07/duckdb:vortex-compact	35798831	39176292	0.91
tpcds_q08/duckdb:vortex-compact	40111075	43057426	0.93
tpcds_q09/duckdb:vortex-compact	20173389	21393302	0.94
tpcds_q10/duckdb:vortex-compact 🚀	52770464	59718907	0.88
tpcds_q11/duckdb:vortex-compact	73053179	80493269	0.91
tpcds_q12/duckdb:vortex-compact	22189048	24409990	0.91
tpcds_q13/duckdb:vortex-compact	54393260	56138666	0.97
tpcds_q14/duckdb:vortex-compact	122655268	128604076	0.95
tpcds_q15/duckdb:vortex-compact 🚀	30231217	34228131	0.88
tpcds_q16/duckdb:vortex-compact	28261420	30061594	0.94
tpcds_q17/duckdb:vortex-compact	56467828	61529266	0.92
tpcds_q18/duckdb:vortex-compact	52179915	54941332	0.95
tpcds_q19/duckdb:vortex-compact	43932621	45422054	0.97
tpcds_q20/duckdb:vortex-compact	21792830	22187198	0.98
tpcds_q21/duckdb:vortex-compact	19554822	21084810	0.93
tpcds_q22/duckdb:vortex-compact	78896986	78888637	1.00
tpcds_q23/duckdb:vortex-compact	129851900	138637777	0.94
tpcds_q24/duckdb:vortex-compact	58143241	57920058	1.00
tpcds_q25/duckdb:vortex-compact	82371285	85518723	0.96
tpcds_q26/duckdb:vortex-compact	31936355	32263032	0.99
tpcds_q27/duckdb:vortex-compact	38146986	36167184	1.05
tpcds_q28/duckdb:vortex-compact	34589846	34793881	0.99
tpcds_q29/duckdb:vortex-compact	57691647	55124917	1.05
tpcds_q30/duckdb:vortex-compact	30767983	29477186	1.04
tpcds_q31/duckdb:vortex-compact	35611789	35822147	0.99
tpcds_q32/duckdb:vortex-compact	22643460	20623982	1.10
tpcds_q33/duckdb:vortex-compact	34294053	32018221	1.07
tpcds_q34/duckdb:vortex-compact	31702450	30727941	1.03
tpcds_q35/duckdb:vortex-compact	77761453	75909751	1.02
tpcds_q36/duckdb:vortex-compact	37411517	36062909	1.04
tpcds_q37/duckdb:vortex-compact	24122265	23152152	1.04
tpcds_q38/duckdb:vortex-compact	42353498	39769249	1.06
tpcds_q39/duckdb:vortex-compact	39199343	39823076	0.98
tpcds_q40/duckdb:vortex-compact	24206049	23601717	1.03
tpcds_q41/duckdb:vortex-compact	12347365	11835535	1.04
tpcds_q42/duckdb:vortex-compact	19441179	19516626	1.00
tpcds_q43/duckdb:vortex-compact	28650660	29816703	0.96
tpcds_q44/duckdb:vortex-compact	29782943	29736513	1.00
tpcds_q45/duckdb:vortex-compact	37017000	35599299	1.04
tpcds_q46/duckdb:vortex-compact	44638727	47066882	0.95
tpcds_q47/duckdb:vortex-compact	64197407	63632088	1.01
tpcds_q48/duckdb:vortex-compact	46754367	45889969	1.02
tpcds_q49/duckdb:vortex-compact	53112108	49404924	1.08
tpcds_q50/duckdb:vortex-compact	40458686	38546332	1.05
tpcds_q51/duckdb:vortex-compact	112471468	111854732	1.01
tpcds_q52/duckdb:vortex-compact	19836037	20383440	0.97
tpcds_q53/duckdb:vortex-compact	33379917	32947096	1.01
tpcds_q54/duckdb:vortex-compact	37369507	36172991	1.03
tpcds_q55/duckdb:vortex-compact	19354441	18379323	1.05
tpcds_q56/duckdb:vortex-compact	32281854	33211858	0.97
tpcds_q57/duckdb:vortex-compact	45701908	45665952	1.00
tpcds_q58/duckdb:vortex-compact	40005496	37033186	1.08
tpcds_q59/duckdb:vortex-compact	85518401	87850429	0.97
tpcds_q60/duckdb:vortex-compact	35334446	35179695	1.00
tpcds_q61/duckdb:vortex-compact	54872877	53108953	1.03
tpcds_q62/duckdb:vortex-compact	22060050	20592500	1.07
tpcds_q63/duckdb:vortex-compact	31783796	32210178	0.99
tpcds_q64/duckdb:vortex-compact	134431703	134592732	1.00
tpcds_q65/duckdb:vortex-compact	31964933	31681199	1.01
tpcds_q66/duckdb:vortex-compact	35828886	35366787	1.01
tpcds_q67/duckdb:vortex-compact	152746140	151154461	1.01
tpcds_q68/duckdb:vortex-compact	47742833	46392576	1.03
tpcds_q69/duckdb:vortex-compact	56401353	55144305	1.02
tpcds_q70/duckdb:vortex-compact	60394744	57643866	1.05
tpcds_q71/duckdb:vortex-compact	28570303	29061002	0.98
tpcds_q72/duckdb:vortex-compact	187530761	183757210	1.02
tpcds_q73/duckdb:vortex-compact	27864530	27978063	1.00
tpcds_q74/duckdb:vortex-compact	51077395	49874640	1.02
tpcds_q75/duckdb:vortex-compact	64231207	60050547	1.07
tpcds_q76/duckdb:vortex-compact	29683464	29557820	1.00
tpcds_q77/duckdb:vortex-compact	36898035	38674831	0.95
tpcds_q78/duckdb:vortex-compact	91074273	91169400	1.00
tpcds_q79/duckdb:vortex-compact	44087146	40980033	1.08
tpcds_q80/duckdb:vortex-compact	72350601	69438224	1.04
tpcds_q81/duckdb:vortex-compact	35198447	33224722	1.06
tpcds_q82/duckdb:vortex-compact	51527757	48942633	1.05
tpcds_q83/duckdb:vortex-compact	35662308	36836547	0.97
tpcds_q84/duckdb:vortex-compact	26670980	27515892	0.97
tpcds_q85/duckdb:vortex-compact	61869637	60155378	1.03
tpcds_q86/duckdb:vortex-compact	22380532	22064878	1.01
tpcds_q87/duckdb:vortex-compact	46714772	45986647	1.02
tpcds_q88/duckdb:vortex-compact	76285434	76916575	0.99
tpcds_q89/duckdb:vortex-compact	32608283	32683186	1.00
tpcds_q90/duckdb:vortex-compact	10834788	10791333	1.00
tpcds_q91/duckdb:vortex-compact	43699063	42799984	1.02
tpcds_q92/duckdb:vortex-compact	45224087	42530674	1.06
tpcds_q93/duckdb:vortex-compact	33293168	32556200	1.02
tpcds_q94/duckdb:vortex-compact	27942982	26649083	1.05
tpcds_q95/duckdb:vortex-compact	153864216	150876584	1.02
tpcds_q96/duckdb:vortex-compact	16062776	16236163	0.99
tpcds_q97/duckdb:vortex-compact	43396375	41225999	1.05
tpcds_q98/duckdb:vortex-compact	28565223	26606339	1.07
tpcds_q99/duckdb:vortex-compact	29542751	29514783	1.00

duckdb / parquet (1.007x ➖, 1↑ 1↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	29845843	29102905	1.03
tpcds_q02/duckdb:parquet	25381539	24615559	1.03
tpcds_q03/duckdb:parquet	13070800	12793001	1.02
tpcds_q04/duckdb:parquet	171548967	169154715	1.01
tpcds_q05/duckdb:parquet	33106732	33297671	0.99
tpcds_q06/duckdb:parquet	33472681	33587497	1.00
tpcds_q07/duckdb:parquet	24803327	24152229	1.03
tpcds_q08/duckdb:parquet	30018226	29715360	1.01
tpcds_q09/duckdb:parquet	44986420	44402979	1.01
tpcds_q10/duckdb:parquet	38473507	38347352	1.00
tpcds_q11/duckdb:parquet	94835234	92546267	1.02
tpcds_q12/duckdb:parquet	17399402	17294997	1.01
tpcds_q13/duckdb:parquet	34899100	35293720	0.99
tpcds_q14/duckdb:parquet	100802298	103881676	0.97
tpcds_q15/duckdb:parquet	31204441	30387593	1.03
tpcds_q16/duckdb:parquet	22818669	22581574	1.01
tpcds_q17/duckdb:parquet	38627324	40760347	0.95
tpcds_q18/duckdb:parquet	49064319	47693345	1.03
tpcds_q19/duckdb:parquet	32253750	31987944	1.01
tpcds_q20/duckdb:parquet	19330102	18693219	1.03
tpcds_q21/duckdb:parquet	11667972	11578402	1.01
tpcds_q22/duckdb:parquet	73523726	72339232	1.02
tpcds_q23/duckdb:parquet	81322375	80747666	1.01
tpcds_q24/duckdb:parquet	46932815	47160224	1.00
tpcds_q25/duckdb:parquet	36221472	35324875	1.03
tpcds_q26/duckdb:parquet	40246706	39425391	1.02
tpcds_q27/duckdb:parquet	54114218	52833373	1.02
tpcds_q28/duckdb:parquet	43063449	42120253	1.02
tpcds_q29/duckdb:parquet 🚀	37507576	42196609	0.89
tpcds_q30/duckdb:parquet	37992856	37463425	1.01
tpcds_q31/duckdb:parquet	27680365	28784133	0.96
tpcds_q32/duckdb:parquet	13314008	12396464	1.07
tpcds_q33/duckdb:parquet	23763285	24294171	0.98
tpcds_q34/duckdb:parquet	22430734	23077470	0.97
tpcds_q35/duckdb:parquet	61614644	61892720	1.00
tpcds_q36/duckdb:parquet	22719876	23068542	0.98
tpcds_q37/duckdb:parquet	14762281	13955966	1.06
tpcds_q38/duckdb:parquet	37082822	37167043	1.00
tpcds_q39/duckdb:parquet	33199168	32313284	1.03
tpcds_q40/duckdb:parquet	19856484	19752697	1.01
tpcds_q41/duckdb:parquet	8898769	8750152	1.02
tpcds_q42/duckdb:parquet	12581785	12337270	1.02
tpcds_q43/duckdb:parquet	18076805	17315889	1.04
tpcds_q44/duckdb:parquet	27215382	26041083	1.05
tpcds_q45/duckdb:parquet	28536511	28721545	0.99
tpcds_q46/duckdb:parquet	47810942	47858236	1.00
tpcds_q47/duckdb:parquet	50582931	49666849	1.02
tpcds_q48/duckdb:parquet	32731853	32093961	1.02
tpcds_q49/duckdb:parquet	28684702	29173762	0.98
tpcds_q50/duckdb:parquet	26833226	26222356	1.02
tpcds_q51/duckdb:parquet	106924393	105671018	1.01
tpcds_q52/duckdb:parquet	12629896	12438703	1.02
tpcds_q53/duckdb:parquet	18493807	19344597	0.96
tpcds_q54/duckdb:parquet	29455192	29158947	1.01
tpcds_q55/duckdb:parquet	12613212	12788205	0.99
tpcds_q56/duckdb:parquet	23545035	23945302	0.98
tpcds_q57/duckdb:parquet	38451076	39185339	0.98
tpcds_q58/duckdb:parquet	26568360	25631592	1.04
tpcds_q59/duckdb:parquet	36390380	36864225	0.99
tpcds_q60/duckdb:parquet	25128469	25044016	1.00
tpcds_q61/duckdb:parquet	35170623	33136273	1.06
tpcds_q62/duckdb:parquet	12735547	12634636	1.01
tpcds_q63/duckdb:parquet	17664736	17768110	0.99
tpcds_q64/duckdb:parquet	80647717	76701757	1.05
tpcds_q65/duckdb:parquet	22207820	22269564	1.00
tpcds_q66/duckdb:parquet	29438970	29679129	0.99
tpcds_q67/duckdb:parquet	136706027	139015844	0.98
tpcds_q68/duckdb:parquet	39508875	38802988	1.02
tpcds_q69/duckdb:parquet	38649713	39323779	0.98
tpcds_q70/duckdb:parquet	22832896	22507272	1.01
tpcds_q71/duckdb:parquet	23535673	24581687	0.96
tpcds_q72/duckdb:parquet	169240548	168541888	1.00
tpcds_q73/duckdb:parquet	19716669	19859875	0.99
tpcds_q74/duckdb:parquet	128992112	127514285	1.01
tpcds_q75/duckdb:parquet	58323840	56722469	1.03
tpcds_q76/duckdb:parquet	22134001	22024697	1.00
tpcds_q77/duckdb:parquet	25069132	25418260	0.99
tpcds_q78/duckdb:parquet	77332474	78446722	0.99
tpcds_q79/duckdb:parquet	30129466	30557784	0.99
tpcds_q80/duckdb:parquet	44915090	44777939	1.00
tpcds_q81/duckdb:parquet	35454690	35375227	1.00
tpcds_q82/duckdb:parquet	18423992	18942428	0.97
tpcds_q83/duckdb:parquet	19006520	18511474	1.03
tpcds_q84/duckdb:parquet	22028296	21057918	1.05
tpcds_q85/duckdb:parquet	42614052	42289657	1.01
tpcds_q86/duckdb:parquet	13750060	13887226	0.99
tpcds_q87/duckdb:parquet	39841756	40278788	0.99
tpcds_q88/duckdb:parquet	53327883	53660898	0.99
tpcds_q89/duckdb:parquet	21794760	21560066	1.01
tpcds_q90/duckdb:parquet	8660259	8553363	1.01
tpcds_q91/duckdb:parquet	26608777	24902358	1.07
tpcds_q92/duckdb:parquet	13536949	13502229	1.00
tpcds_q93/duckdb:parquet	32279150	31983040	1.01
tpcds_q94/duckdb:parquet	18401206	18307286	1.01
tpcds_q95/duckdb:parquet 🚨	149367916	134172200	1.11
tpcds_q96/duckdb:parquet	11037841	10748228	1.03
tpcds_q97/duckdb:parquet	38446909	37834328	1.02
tpcds_q98/duckdb:parquet	25434005	24879170	1.02
tpcds_q99/duckdb:parquet	20263144	20284351	1.00

duckdb / duckdb (1.009x ➖, 1↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	22398460	24055768	0.93
tpcds_q02/duckdb:duckdb	19356545	20316124	0.95
tpcds_q03/duckdb:duckdb	10634123	10591283	1.00
tpcds_q04/duckdb:duckdb	177565362	175796993	1.01
tpcds_q05/duckdb:duckdb 🚨	23465540	20274193	1.16
tpcds_q06/duckdb:duckdb	28652313	28017214	1.02
tpcds_q07/duckdb:duckdb	41897497	40687402	1.03
tpcds_q08/duckdb:duckdb	120664107	120038876	1.01
tpcds_q09/duckdb:duckdb	20750084	20497113	1.01
tpcds_q10/duckdb:duckdb	27785001	28012812	0.99
tpcds_q11/duckdb:duckdb	96045722	94489645	1.02
tpcds_q12/duckdb:duckdb	14503828	14120029	1.03
tpcds_q13/duckdb:duckdb	26446307	26369698	1.00
tpcds_q14/duckdb:duckdb	94481517	93946198	1.01
tpcds_q15/duckdb:duckdb	25391417	24120842	1.05
tpcds_q16/duckdb:duckdb	19325408	19089401	1.01
tpcds_q17/duckdb:duckdb	24443795	26471313	0.92
tpcds_q18/duckdb:duckdb	47030568	48696736	0.97
tpcds_q19/duckdb:duckdb	19349196	19027081	1.02
tpcds_q20/duckdb:duckdb	14713388	14270090	1.03
tpcds_q21/duckdb:duckdb	7679978	7477143	1.03
tpcds_q22/duckdb:duckdb	65002358	64284929	1.01
tpcds_q23/duckdb:duckdb	80267388	76439134	1.05
tpcds_q24/duckdb:duckdb	25545670	25116259	1.02
tpcds_q25/duckdb:duckdb	19013566	18704797	1.02
tpcds_q26/duckdb:duckdb	29266941	28589769	1.02
tpcds_q27/duckdb:duckdb	42540142	41389555	1.03
tpcds_q28/duckdb:duckdb	26442631	26072662	1.01
tpcds_q29/duckdb:duckdb	24240640	24164743	1.00
tpcds_q30/duckdb:duckdb	31399674	31203824	1.01
tpcds_q31/duckdb:duckdb	52977042	51396055	1.03
tpcds_q32/duckdb:duckdb	8539785	7907741	1.08
tpcds_q33/duckdb:duckdb	16605296	16351005	1.02
tpcds_q34/duckdb:duckdb	20091633	18477802	1.09
tpcds_q35/duckdb:duckdb	37364137	36876906	1.01
tpcds_q36/duckdb:duckdb	71820485	69911441	1.03
tpcds_q37/duckdb:duckdb	8789788	8949367	0.98
tpcds_q38/duckdb:duckdb	33536018	32760500	1.02
tpcds_q39/duckdb:duckdb	28934117	30071305	0.96
tpcds_q40/duckdb:duckdb	15100612	14584490	1.04
tpcds_q41/duckdb:duckdb	9799614	9261729	1.06
tpcds_q42/duckdb:duckdb	8726850	8533169	1.02
tpcds_q43/duckdb:duckdb	15329415	15061459	1.02
tpcds_q44/duckdb:duckdb	15866569	15578437	1.02
tpcds_q45/duckdb:duckdb	19320763	18343871	1.05
tpcds_q46/duckdb:duckdb	39734621	37855762	1.05
tpcds_q47/duckdb:duckdb	47130339	45068128	1.05
tpcds_q48/duckdb:duckdb	24244469	24617012	0.98
tpcds_q49/duckdb:duckdb	21323547	22056696	0.97
tpcds_q50/duckdb:duckdb	16531792	16000252	1.03
tpcds_q51/duckdb:duckdb	100611911	100731102	1.00
tpcds_q52/duckdb:duckdb 🚨	10248503	9297834	1.10
tpcds_q53/duckdb:duckdb	18119612	17690242	1.02
tpcds_q54/duckdb:duckdb	18904033	19582631	0.97
tpcds_q55/duckdb:duckdb	9691891	9668187	1.00
tpcds_q56/duckdb:duckdb	17536711	17462203	1.00
tpcds_q57/duckdb:duckdb	37192832	36361753	1.02
tpcds_q58/duckdb:duckdb	18060124	17907959	1.01
tpcds_q59/duckdb:duckdb	36839739	36884539	1.00
tpcds_q60/duckdb:duckdb	19547350	18339437	1.07
tpcds_q61/duckdb:duckdb	16676559	16379229	1.02
tpcds_q62/duckdb:duckdb	10226179	9981271	1.02
tpcds_q63/duckdb:duckdb	16710966	16574637	1.01
tpcds_q64/duckdb:duckdb	58039884	58168006	1.00
tpcds_q65/duckdb:duckdb	36150857	36249683	1.00
tpcds_q66/duckdb:duckdb	27037230	26313825	1.03
tpcds_q67/duckdb:duckdb	133783045	133833415	1.00
tpcds_q68/duckdb:duckdb	26690482	28534059	0.94
tpcds_q69/duckdb:duckdb	29469959	28932208	1.02
tpcds_q70/duckdb:duckdb	16928608	17293437	0.98
tpcds_q71/duckdb:duckdb	17254931	16370724	1.05
tpcds_q72/duckdb:duckdb	45677045	46639893	0.98
tpcds_q73/duckdb:duckdb	14825972	14326294	1.03
tpcds_q74/duckdb:duckdb	145962795	149077905	0.98
tpcds_q75/duckdb:duckdb	47792460	45940591	1.04
tpcds_q76/duckdb:duckdb	14797451	14871101	1.00
tpcds_q77/duckdb:duckdb	16192349	15721921	1.03
tpcds_q78/duckdb:duckdb	65575641	66232199	0.99
tpcds_q79/duckdb:duckdb	20401047	20418437	1.00
tpcds_q80/duckdb:duckdb	32261213	32647637	0.99
tpcds_q81/duckdb:duckdb	40763298	41962193	0.97
tpcds_q82/duckdb:duckdb	10583615	10762780	0.98
tpcds_q83/duckdb:duckdb	11391159	10990957	1.04
tpcds_q84/duckdb:duckdb	15146088	14951211	1.01
tpcds_q85/duckdb:duckdb	26679026	26344701	1.01
tpcds_q86/duckdb:duckdb	12372956	12517237	0.99
tpcds_q87/duckdb:duckdb	36896515	37537184	0.98
tpcds_q88/duckdb:duckdb	30365952	31016533	0.98
tpcds_q89/duckdb:duckdb	22764147	22357058	1.02
tpcds_q90/duckdb:duckdb	6431116	6444582	1.00
tpcds_q91/duckdb:duckdb	15370032	14863131	1.03
tpcds_q92/duckdb:duckdb	10241570	10711194	0.96
tpcds_q93/duckdb:duckdb	24750044	24330650	1.02
tpcds_q94/duckdb:duckdb	14938741	14832412	1.01
tpcds_q95/duckdb:duckdb 🚀	116370670	134334315	0.87
tpcds_q96/duckdb:duckdb	6006848	5974503	1.01
tpcds_q97/duckdb:duckdb	32151976	32635987	0.99
tpcds_q98/duckdb:duckdb	20715456	20875654	0.99
tpcds_q99/duckdb:duckdb	16890812	17104624	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+5.3%	-12.0%	+19.7%	+24.9%	➖ noise
1	datafusion:vortex-file-compressed	+2.9%	-12.0%	+17.0%	+24.6%	➖ noise
1	duckdb:duckdb	-6.9%	-12.0%	+5.8%	+24.6%	➖ noise
1	duckdb:vortex-compact	-10.2%	-12.0%	+2.1%	+24.6%	➖ noise
1	duckdb:vortex-file-compressed	+2.6%	-12.0%	+16.6%	+27.3%	➖ noise
2	datafusion:vortex-compact	+0.7%	+2.8%	-2.0%	+24.6%	➖ noise
2	datafusion:vortex-file-compressed	+3.2%	+2.8%	+0.4%	+24.6%	➖ noise
2	duckdb:duckdb	-4.7%	+2.8%	-7.3%	+24.6%	➖ noise
2	duckdb:vortex-compact	+0.8%	+2.8%	-2.0%	+36.8%	➖ noise
2	duckdb:vortex-file-compressed	-4.2%	+2.8%	-6.8%	+24.6%	➖ noise
3	datafusion:vortex-compact	-0.2%	+2.8%	-2.9%	+24.6%	➖ noise
3	datafusion:vortex-file-compressed	+11.2%	+2.8%	+8.2%	+24.6%	➖ noise
3	duckdb:duckdb	+0.4%	+2.8%	-2.4%	+24.6%	➖ noise
3	duckdb:vortex-compact	-4.7%	+2.8%	-7.3%	+24.6%	➖ noise
3	duckdb:vortex-file-compressed	+1.2%	+2.8%	-1.6%	+24.6%	➖ noise
4	datafusion:vortex-compact	-5.6%	+3.6%	-8.9%	+24.6%	➖ noise
4	datafusion:vortex-file-compressed	+0.5%	+3.6%	-3.0%	+24.6%	➖ noise
4	duckdb:duckdb	+1.0%	+3.6%	-2.5%	+24.6%	➖ noise
4	duckdb:vortex-compact	-9.9%	+3.6%	-13.1%	+24.6%	➖ noise
4	duckdb:vortex-file-compressed	-1.4%	+3.6%	-4.9%	+24.6%	➖ noise
5	datafusion:vortex-compact	-15.6%	+7.1%	-21.2%	+24.6%	✅ faster
5	datafusion:vortex-file-compressed	+3.0%	+7.1%	-3.8%	+24.6%	➖ noise
5	duckdb:duckdb	+15.7%	+7.1%	+8.0%	+24.6%	➖ noise
5	duckdb:vortex-compact	-1.3%	+7.1%	-7.9%	+24.6%	➖ noise
5	duckdb:vortex-file-compressed	+7.1%	+7.1%	-0.1%	+24.6%	➖ noise
6	datafusion:vortex-compact	-57.0%	-36.0%	-32.8%	+24.6%	✅ faster
6	datafusion:vortex-file-compressed	-60.2%	-36.0%	-37.8%	+24.6%	✅ faster
6	duckdb:duckdb	+2.3%	-36.0%	+59.8%	+24.6%	🚨 regression
6	duckdb:vortex-compact	-10.6%	-36.0%	+39.7%	+24.6%	🚨 regression
6	duckdb:vortex-file-compressed	-0.9%	-36.0%	+54.9%	+24.6%	🚨 regression
7	datafusion:vortex-compact	-13.1%	+3.2%	-15.8%	+24.6%	➖ noise
7	datafusion:vortex-file-compressed	-10.4%	+3.2%	-13.2%	+24.6%	➖ noise
7	duckdb:duckdb	+3.0%	+3.2%	-0.2%	+24.6%	➖ noise
7	duckdb:vortex-compact	-8.6%	+3.2%	-11.5%	+24.6%	➖ noise
7	duckdb:vortex-file-compressed	-0.1%	+3.2%	-3.2%	+24.6%	➖ noise
8	datafusion:vortex-compact	-1.1%	+5.4%	-6.2%	+24.6%	➖ noise
8	datafusion:vortex-file-compressed	+6.6%	+5.4%	+1.1%	+24.6%	➖ noise
8	duckdb:duckdb	+0.5%	+5.4%	-4.7%	+24.6%	➖ noise
8	duckdb:vortex-compact	-6.8%	+5.4%	-11.6%	+24.6%	➖ noise
8	duckdb:vortex-file-compressed	+6.7%	+5.4%	+1.3%	+24.6%	➖ noise
9	datafusion:vortex-compact	-14.8%	-3.5%	-11.7%	+24.6%	➖ noise
9	datafusion:vortex-file-compressed	-11.3%	-3.5%	-8.1%	+24.6%	➖ noise
9	duckdb:duckdb	+1.2%	-3.5%	+4.9%	+24.6%	➖ noise
9	duckdb:vortex-compact	-5.7%	-3.5%	-2.3%	+24.6%	➖ noise
9	duckdb:vortex-file-compressed	-4.5%	-3.5%	-1.0%	+24.6%	➖ noise
10	datafusion:vortex-compact	-4.6%	+5.7%	-9.8%	+24.6%	➖ noise
10	datafusion:vortex-file-compressed	+2.5%	+5.7%	-3.0%	+24.6%	➖ noise
10	duckdb:duckdb	-0.8%	+5.7%	-6.2%	+24.6%	➖ noise
10	duckdb:vortex-compact	-11.6%	+5.7%	-16.4%	+24.6%	➖ noise
10	duckdb:vortex-file-compressed	+1.0%	+5.7%	-4.5%	+24.6%	➖ noise
11	datafusion:vortex-compact	-8.2%	-0.2%	-8.0%	+24.6%	➖ noise
11	datafusion:vortex-file-compressed	-2.6%	-0.2%	-2.4%	+24.6%	➖ noise
11	duckdb:duckdb	+1.6%	-0.2%	+1.9%	+24.6%	➖ noise
11	duckdb:vortex-compact	-9.2%	-0.2%	-9.0%	+24.6%	➖ noise
11	duckdb:vortex-file-compressed	+5.8%	-0.2%	+6.0%	+24.6%	➖ noise
12	datafusion:vortex-compact	-8.7%	+4.0%	-12.2%	+24.6%	➖ noise
12	datafusion:vortex-file-compressed	-1.3%	+4.0%	-5.1%	+24.6%	➖ noise
12	duckdb:duckdb	+2.7%	+4.0%	-1.2%	+24.6%	➖ noise
12	duckdb:vortex-compact	-9.1%	+4.0%	-12.6%	+24.6%	➖ noise
12	duckdb:vortex-file-compressed	+4.6%	+4.0%	+0.6%	+24.6%	➖ noise
13	datafusion:vortex-compact	+19.1%	+0.3%	+18.8%	+27.7%	➖ noise
13	datafusion:vortex-file-compressed	+1.8%	+0.3%	+1.6%	+24.6%	➖ noise
13	duckdb:duckdb	+0.3%	+0.3%	+0.0%	+24.6%	➖ noise
13	duckdb:vortex-compact	-3.1%	+0.3%	-3.4%	+24.6%	➖ noise
13	duckdb:vortex-file-compressed	-0.5%	+0.3%	-0.7%	+24.6%	➖ noise
14	datafusion:vortex-compact	-14.3%	-2.7%	-12.0%	+24.6%	➖ noise
14	datafusion:vortex-file-compressed	-3.6%	-2.7%	-1.0%	+24.6%	➖ noise
14	duckdb:duckdb	+0.6%	-2.7%	+3.4%	+24.6%	➖ noise
14	duckdb:vortex-compact	-4.6%	-2.7%	-2.0%	+24.6%	➖ noise
14	duckdb:vortex-file-compressed	+0.7%	-2.7%	+3.5%	+24.6%	➖ noise
15	datafusion:vortex-compact	-17.2%	+0.7%	-17.7%	+24.6%	➖ noise
15	datafusion:vortex-file-compressed	-5.2%	+0.7%	-5.8%	+24.6%	➖ noise
15	duckdb:duckdb	+5.3%	+0.7%	+4.6%	+24.6%	➖ noise
15	duckdb:vortex-compact	-11.7%	+0.7%	-12.3%	+24.6%	➖ noise
15	duckdb:vortex-file-compressed	-1.0%	+0.7%	-1.7%	+24.6%	➖ noise
16	datafusion:vortex-compact	-16.3%	+4.4%	-19.8%	+24.6%	✅ faster
16	datafusion:vortex-file-compressed	-9.9%	+4.4%	-13.7%	+24.6%	➖ noise
16	duckdb:duckdb	+1.2%	+4.4%	-3.1%	+24.6%	➖ noise
16	duckdb:vortex-compact	-6.0%	+4.4%	-10.0%	+24.6%	➖ noise
16	duckdb:vortex-file-compressed	+6.7%	+4.4%	+2.2%	+24.6%	➖ noise
17	datafusion:vortex-compact	-11.9%	-5.7%	-6.6%	+24.6%	➖ noise
17	datafusion:vortex-file-compressed	-3.5%	-5.7%	+2.3%	+24.6%	➖ noise
17	duckdb:duckdb	-7.7%	-5.7%	-2.1%	+24.6%	➖ noise
17	duckdb:vortex-compact	-8.2%	-5.7%	-2.7%	+24.6%	➖ noise
17	duckdb:vortex-file-compressed	-1.4%	-5.7%	+4.6%	+24.6%	➖ noise
18	datafusion:vortex-compact	-14.2%	-0.2%	-14.0%	+24.6%	➖ noise
18	datafusion:vortex-file-compressed	-6.7%	-0.2%	-6.5%	+24.6%	➖ noise
18	duckdb:duckdb	-3.4%	-0.2%	-3.2%	+24.6%	➖ noise
18	duckdb:vortex-compact	-5.0%	-0.2%	-4.8%	+24.6%	➖ noise
18	duckdb:vortex-file-compressed	+1.0%	-0.2%	+1.2%	+24.6%	➖ noise
19	datafusion:vortex-compact	-5.3%	+2.9%	-7.9%	+24.6%	➖ noise
19	datafusion:vortex-file-compressed	+2.5%	+2.9%	-0.4%	+24.6%	➖ noise
19	duckdb:duckdb	+1.7%	+2.9%	-1.1%	+24.6%	➖ noise
19	duckdb:vortex-compact	-3.3%	+2.9%	-6.0%	+24.6%	➖ noise
19	duckdb:vortex-file-compressed	+1.4%	+2.9%	-1.4%	+24.6%	➖ noise
20	datafusion:vortex-compact	-8.8%	+1.0%	-9.7%	+24.6%	➖ noise
20	datafusion:vortex-file-compressed	+6.5%	+1.0%	+5.4%	+24.6%	➖ noise
20	duckdb:duckdb	+3.1%	+1.0%	+2.1%	+24.6%	➖ noise
20	duckdb:vortex-compact	-1.8%	+1.0%	-2.8%	+24.6%	➖ noise
20	duckdb:vortex-file-compressed	+7.9%	+1.0%	+6.8%	+24.6%	➖ noise
21	datafusion:vortex-compact	-11.8%	+2.1%	-13.6%	+24.6%	➖ noise
21	datafusion:vortex-file-compressed	+6.8%	+2.1%	+4.5%	+24.6%	➖ noise
21	duckdb:duckdb	+2.7%	+2.1%	+0.6%	+24.6%	➖ noise
21	duckdb:vortex-compact	-7.3%	+2.1%	-9.2%	+24.6%	➖ noise
21	duckdb:vortex-file-compressed	+2.9%	+2.1%	+0.8%	+24.6%	➖ noise
22	datafusion:vortex-compact	-6.2%	+5.6%	-11.1%	+24.6%	➖ noise
22	datafusion:vortex-file-compressed	+38.9%	+5.6%	+31.5%	+24.6%	🚨 regression
22	duckdb:duckdb	+1.1%	+5.6%	-4.3%	+24.6%	➖ noise
22	duckdb:vortex-compact	+0.0%	+5.6%	-5.3%	+24.6%	➖ noise
22	duckdb:vortex-file-compressed	+0.7%	+5.6%	-4.6%	+24.6%	➖ noise
23	datafusion:vortex-compact	-8.3%	+2.5%	-10.5%	+24.6%	➖ noise
23	datafusion:vortex-file-compressed	+6.2%	+2.5%	+3.6%	+24.6%	➖ noise
23	duckdb:duckdb	+5.0%	+2.5%	+2.4%	+24.6%	➖ noise
23	duckdb:vortex-compact	-6.3%	+2.5%	-8.6%	+24.6%	➖ noise
23	duckdb:vortex-file-compressed	+4.3%	+2.5%	+1.7%	+24.6%	➖ noise
24	datafusion:vortex-compact	-12.6%	-1.7%	-11.1%	+24.6%	➖ noise
24	datafusion:vortex-file-compressed	+0.9%	-1.7%	+2.7%	+24.6%	➖ noise
24	duckdb:duckdb	+1.7%	-1.7%	+3.5%	+24.6%	➖ noise
24	duckdb:vortex-compact	+0.4%	-1.7%	+2.1%	+24.6%	➖ noise
24	duckdb:vortex-file-compressed	+0.1%	-1.7%	+1.8%	+24.6%	➖ noise
25	datafusion:vortex-compact	-7.5%	+1.4%	-8.8%	+24.6%	➖ noise
25	datafusion:vortex-file-compressed	-3.9%	+1.4%	-5.2%	+24.6%	➖ noise
25	duckdb:duckdb	+1.7%	+1.4%	+0.2%	+24.6%	➖ noise
25	duckdb:vortex-compact	-3.7%	+1.4%	-5.0%	+24.6%	➖ noise
25	duckdb:vortex-file-compressed	-0.1%	+1.4%	-1.6%	+24.6%	➖ noise
26	datafusion:vortex-compact	-3.8%	-0.9%	-2.9%	+24.6%	➖ noise
26	datafusion:vortex-file-compressed	+8.5%	-0.9%	+9.4%	+24.6%	➖ noise
26	duckdb:duckdb	+2.4%	-0.9%	+3.3%	+24.6%	➖ noise
26	duckdb:vortex-compact	-1.0%	-0.9%	-0.1%	+24.6%	➖ noise
26	duckdb:vortex-file-compressed	-2.1%	-0.9%	-1.2%	+24.6%	➖ noise
27	datafusion:vortex-compact	-5.0%	-1.2%	-3.9%	+24.6%	➖ noise
27	datafusion:vortex-file-compressed	-9.2%	-1.2%	-8.2%	+24.6%	➖ noise
27	duckdb:duckdb	+2.8%	-1.2%	+4.0%	+24.6%	➖ noise
27	duckdb:vortex-compact	+5.5%	-1.2%	+6.7%	+24.6%	➖ noise
27	duckdb:vortex-file-compressed	-1.5%	-1.2%	-0.3%	+24.6%	➖ noise
28	datafusion:vortex-compact	+0.5%	+1.7%	-1.2%	+24.6%	➖ noise
28	datafusion:vortex-file-compressed	+0.4%	+1.7%	-1.2%	+24.6%	➖ noise
28	duckdb:duckdb	+1.4%	+1.7%	-0.2%	+24.6%	➖ noise
28	duckdb:vortex-compact	-0.6%	+1.7%	-2.2%	+24.6%	➖ noise
28	duckdb:vortex-file-compressed	-5.0%	+1.7%	-6.5%	+24.6%	➖ noise
29	datafusion:vortex-compact	-4.4%	-6.4%	+2.1%	+24.6%	➖ noise
29	datafusion:vortex-file-compressed	+1.8%	-6.4%	+8.8%	+24.6%	➖ noise
29	duckdb:duckdb	+0.3%	-6.4%	+7.2%	+24.6%	➖ noise
29	duckdb:vortex-compact	+4.7%	-6.4%	+11.8%	+24.6%	➖ noise
29	duckdb:vortex-file-compressed	+4.6%	-6.4%	+11.8%	+24.6%	➖ noise
30	datafusion:vortex-compact	+2.4%	+1.6%	+0.8%	+24.6%	➖ noise
30	datafusion:vortex-file-compressed	+10.0%	+1.6%	+8.3%	+24.6%	➖ noise
30	duckdb:duckdb	+0.6%	+1.6%	-1.0%	+24.6%	➖ noise
30	duckdb:vortex-compact	+4.4%	+1.6%	+2.7%	+24.6%	➖ noise
30	duckdb:vortex-file-compressed	+5.1%	+1.6%	+3.4%	+24.6%	➖ noise
31	datafusion:vortex-compact	+2.7%	+0.6%	+2.0%	+24.6%	➖ noise
31	datafusion:vortex-file-compressed	+5.7%	+0.6%	+5.0%	+24.6%	➖ noise
31	duckdb:duckdb	+3.1%	+0.6%	+2.4%	+24.6%	➖ noise
31	duckdb:vortex-compact	-0.6%	+0.6%	-1.2%	+24.6%	➖ noise
31	duckdb:vortex-file-compressed	-1.2%	+0.6%	-1.8%	+24.6%	➖ noise
32	datafusion:vortex-compact	-9.5%	+5.3%	-14.1%	+24.6%	➖ noise
32	datafusion:vortex-file-compressed	+2.7%	+5.3%	-2.5%	+24.6%	➖ noise
32	duckdb:duckdb	+8.0%	+5.3%	+2.5%	+24.6%	➖ noise
32	duckdb:vortex-compact	+9.8%	+5.3%	+4.2%	+24.6%	➖ noise
32	duckdb:vortex-file-compressed	-2.0%	+5.3%	-7.0%	+24.6%	➖ noise
33	datafusion:vortex-compact	-4.1%	+1.7%	-5.8%	+24.6%	➖ noise
33	datafusion:vortex-file-compressed	+0.1%	+1.7%	-1.6%	+24.6%	➖ noise
33	duckdb:duckdb	+1.6%	+1.7%	-0.2%	+24.6%	➖ noise
33	duckdb:vortex-compact	+7.1%	+1.7%	+5.3%	+24.6%	➖ noise
33	duckdb:vortex-file-compressed	+0.2%	+1.7%	-1.5%	+24.6%	➖ noise
34	datafusion:vortex-compact	-1.4%	+1.4%	-2.7%	+24.6%	➖ noise
34	datafusion:vortex-file-compressed	+8.2%	+1.4%	+6.7%	+24.6%	➖ noise
34	duckdb:duckdb	+8.7%	+1.4%	+7.3%	+24.6%	➖ noise
34	duckdb:vortex-compact	+3.2%	+1.4%	+1.8%	+24.6%	➖ noise
34	duckdb:vortex-file-compressed	-3.0%	+1.4%	-4.3%	+24.6%	➖ noise
35	datafusion:vortex-compact	+5.0%	+3.5%	+1.5%	+24.6%	➖ noise
35	datafusion:vortex-file-compressed	+2.5%	+3.5%	-1.0%	+24.6%	➖ noise
35	duckdb:duckdb	+1.3%	+3.5%	-2.1%	+24.6%	➖ noise
35	duckdb:vortex-compact	+2.4%	+3.5%	-1.0%	+24.6%	➖ noise
35	duckdb:vortex-file-compressed	-0.3%	+3.5%	-3.6%	+24.6%	➖ noise
36	datafusion:vortex-compact	-5.8%	+1.2%	-6.9%	+24.6%	➖ noise
36	datafusion:vortex-file-compressed	+0.9%	+1.2%	-0.3%	+24.6%	➖ noise
36	duckdb:duckdb	+2.7%	+1.2%	+1.5%	+24.6%	➖ noise
36	duckdb:vortex-compact	+3.7%	+1.2%	+2.5%	+24.6%	➖ noise
36	duckdb:vortex-file-compressed	-2.5%	+1.2%	-3.6%	+24.6%	➖ noise
37	datafusion:vortex-compact	-11.0%	+7.1%	-16.9%	+24.6%	➖ noise
37	datafusion:vortex-file-compressed	-10.1%	+7.1%	-16.1%	+24.6%	➖ noise
37	duckdb:duckdb	-1.8%	+7.1%	-8.3%	+24.6%	➖ noise
37	duckdb:vortex-compact	+4.2%	+7.1%	-2.7%	+24.6%	➖ noise
37	duckdb:vortex-file-compressed	+4.4%	+7.1%	-2.5%	+24.6%	➖ noise
38	datafusion:vortex-compact	+0.7%	+3.0%	-2.2%	+24.6%	➖ noise
38	datafusion:vortex-file-compressed	+3.8%	+3.0%	+0.8%	+24.6%	➖ noise
38	duckdb:duckdb	+2.4%	+3.0%	-0.6%	+24.6%	➖ noise
38	duckdb:vortex-compact	+6.5%	+3.0%	+3.4%	+24.6%	➖ noise
38	duckdb:vortex-file-compressed	+2.7%	+3.0%	-0.3%	+24.6%	➖ noise
39	datafusion:vortex-compact	-9.4%	+3.0%	-12.0%	+24.6%	➖ noise
39	datafusion:vortex-file-compressed	+3.1%	+3.0%	+0.1%	+24.6%	➖ noise
39	duckdb:duckdb	-3.8%	+3.0%	-6.6%	+24.6%	➖ noise
39	duckdb:vortex-compact	-1.6%	+3.0%	-4.4%	+24.6%	➖ noise
39	duckdb:vortex-file-compressed	+1.7%	+3.0%	-1.2%	+24.6%	➖ noise
40	datafusion:vortex-compact	-21.4%	+2.6%	-23.4%	+24.6%	✅ faster
40	datafusion:vortex-file-compressed	-6.8%	+2.6%	-9.2%	+24.6%	➖ noise
40	duckdb:duckdb	+3.5%	+2.6%	+0.9%	+24.6%	➖ noise
40	duckdb:vortex-compact	+2.6%	+2.6%	-0.1%	+24.6%	➖ noise
40	duckdb:vortex-file-compressed	+6.6%	+2.6%	+3.9%	+24.6%	➖ noise
41	datafusion:vortex-compact	-7.2%	+9.6%	-15.3%	+24.6%	➖ noise
41	datafusion:vortex-file-compressed	+4.6%	+9.6%	-4.6%	+24.6%	➖ noise
41	duckdb:duckdb	+5.8%	+9.6%	-3.4%	+24.6%	➖ noise
41	duckdb:vortex-compact	+4.3%	+9.6%	-4.8%	+24.6%	➖ noise
41	duckdb:vortex-file-compressed	+2.8%	+9.6%	-6.1%	+24.6%	➖ noise
42	datafusion:vortex-compact	-4.5%	+3.5%	-7.7%	+24.6%	➖ noise
42	datafusion:vortex-file-compressed	+2.9%	+3.5%	-0.6%	+24.6%	➖ noise
42	duckdb:duckdb	+2.3%	+3.5%	-1.2%	+24.6%	➖ noise
42	duckdb:vortex-compact	-0.4%	+3.5%	-3.8%	+24.6%	➖ noise
42	duckdb:vortex-file-compressed	-0.8%	+3.5%	-4.2%	+24.6%	➖ noise
43	datafusion:vortex-compact	-1.6%	+3.6%	-5.0%	+24.6%	➖ noise
43	datafusion:vortex-file-compressed	-2.0%	+3.6%	-5.4%	+24.6%	➖ noise
43	duckdb:duckdb	+1.8%	+3.6%	-1.7%	+24.6%	➖ noise
43	duckdb:vortex-compact	-3.9%	+3.6%	-7.2%	+24.6%	➖ noise
43	duckdb:vortex-file-compressed	+3.2%	+3.6%	-0.4%	+24.6%	➖ noise
44	datafusion:vortex-compact	-15.4%	+3.1%	-18.0%	+24.6%	➖ noise
44	datafusion:vortex-file-compressed	-10.7%	+3.1%	-13.4%	+24.6%	➖ noise
44	duckdb:duckdb	+1.8%	+3.1%	-1.3%	+24.6%	➖ noise
44	duckdb:vortex-compact	+0.2%	+3.1%	-2.9%	+24.6%	➖ noise
44	duckdb:vortex-file-compressed	+1.4%	+3.1%	-1.7%	+24.6%	➖ noise
45	datafusion:vortex-compact	-6.8%	-1.7%	-5.2%	+24.6%	➖ noise
45	datafusion:vortex-file-compressed	-2.5%	-1.7%	-0.8%	+24.6%	➖ noise
45	duckdb:duckdb	+5.3%	-1.7%	+7.2%	+24.6%	➖ noise
45	duckdb:vortex-compact	+4.0%	-1.7%	+5.8%	+24.6%	➖ noise
45	duckdb:vortex-file-compressed	+5.0%	-1.7%	+6.8%	+24.6%	➖ noise
46	datafusion:vortex-compact	-6.2%	+1.7%	-7.8%	+24.6%	➖ noise
46	datafusion:vortex-file-compressed	+1.2%	+1.7%	-0.5%	+24.6%	➖ noise
46	duckdb:duckdb	+5.0%	+1.7%	+3.2%	+24.6%	➖ noise
46	duckdb:vortex-compact	-5.2%	+1.7%	-6.7%	+24.6%	➖ noise
46	duckdb:vortex-file-compressed	+3.1%	+1.7%	+1.4%	+24.6%	➖ noise
47	datafusion:vortex-compact	-7.1%	+3.2%	-10.0%	+24.6%	➖ noise
47	datafusion:vortex-file-compressed	+2.1%	+3.2%	-1.1%	+24.6%	➖ noise
47	duckdb:duckdb	+4.6%	+3.2%	+1.3%	+24.6%	➖ noise
47	duckdb:vortex-compact	+0.9%	+3.2%	-2.3%	+24.6%	➖ noise
47	duckdb:vortex-file-compressed	-11.0%	+3.2%	-13.8%	+24.6%	➖ noise
48	datafusion:vortex-compact	+0.6%	+3.2%	-2.5%	+24.6%	➖ noise
48	datafusion:vortex-file-compressed	+0.3%	+3.2%	-2.8%	+24.6%	➖ noise
48	duckdb:duckdb	-1.5%	+3.2%	-4.5%	+24.6%	➖ noise
48	duckdb:vortex-compact	+1.9%	+3.2%	-1.2%	+24.6%	➖ noise
48	duckdb:vortex-file-compressed	-5.1%	+3.2%	-8.0%	+24.6%	➖ noise
49	datafusion:vortex-compact	-8.0%	-0.1%	-7.9%	+24.6%	➖ noise
49	datafusion:vortex-file-compressed	+1.7%	-0.1%	+1.7%	+24.6%	➖ noise
49	duckdb:duckdb	-3.3%	-0.1%	-3.3%	+24.6%	➖ noise
49	duckdb:vortex-compact	+7.5%	-0.1%	+7.6%	+24.6%	➖ noise
49	duckdb:vortex-file-compressed	-4.6%	-0.1%	-4.5%	+24.6%	➖ noise
50	datafusion:vortex-compact	-13.4%	+1.8%	-14.9%	+24.6%	➖ noise
50	datafusion:vortex-file-compressed	-1.3%	+1.8%	-3.0%	+24.6%	➖ noise
50	duckdb:duckdb	+3.3%	+1.8%	+1.5%	+24.6%	➖ noise
50	duckdb:vortex-compact	+5.0%	+1.8%	+3.1%	+24.6%	➖ noise
50	duckdb:vortex-file-compressed	-8.7%	+1.8%	-10.3%	+24.6%	➖ noise
51	datafusion:vortex-compact	-6.2%	+1.9%	-7.9%	+24.6%	➖ noise
51	datafusion:vortex-file-compressed	+4.0%	+1.9%	+2.1%	+24.6%	➖ noise
51	duckdb:duckdb	-0.1%	+1.9%	-2.0%	+24.6%	➖ noise
51	duckdb:vortex-compact	+0.6%	+1.9%	-1.3%	+24.6%	➖ noise
51	duckdb:vortex-file-compressed	-5.9%	+1.9%	-7.7%	+24.6%	➖ noise
52	datafusion:vortex-compact	-7.7%	+5.9%	-12.8%	+24.6%	➖ noise
52	datafusion:vortex-file-compressed	+7.2%	+5.9%	+1.1%	+24.6%	➖ noise
52	duckdb:duckdb	+10.2%	+5.9%	+4.0%	+24.6%	➖ noise
52	duckdb:vortex-compact	-2.7%	+5.9%	-8.1%	+36.2%	➖ noise
52	duckdb:vortex-file-compressed	-12.5%	+5.9%	-17.4%	+24.6%	➖ noise
53	datafusion:vortex-compact	-6.6%	+1.9%	-8.3%	+24.6%	➖ noise
53	datafusion:vortex-file-compressed	+5.9%	+1.9%	+3.9%	+24.6%	➖ noise
53	duckdb:duckdb	+2.4%	+1.9%	+0.6%	+24.6%	➖ noise
53	duckdb:vortex-compact	+1.3%	+1.9%	-0.5%	+24.6%	➖ noise
53	duckdb:vortex-file-compressed	-10.8%	+1.9%	-12.5%	+24.6%	➖ noise
54	datafusion:vortex-compact	-4.8%	+2.0%	-6.7%	+24.6%	➖ noise
54	datafusion:vortex-file-compressed	-0.5%	+2.0%	-2.5%	+24.6%	➖ noise
54	duckdb:duckdb	-3.5%	+2.0%	-5.4%	+24.6%	➖ noise
54	duckdb:vortex-compact	+3.3%	+2.0%	+1.2%	+24.6%	➖ noise
54	duckdb:vortex-file-compressed	-13.2%	+2.0%	-14.9%	+24.6%	➖ noise
55	datafusion:vortex-compact	-8.8%	+2.8%	-11.2%	+24.6%	➖ noise
55	datafusion:vortex-file-compressed	+5.2%	+2.8%	+2.4%	+24.6%	➖ noise
55	duckdb:duckdb	+0.2%	+2.8%	-2.4%	+24.6%	➖ noise
55	duckdb:vortex-compact	+5.3%	+2.8%	+2.5%	+24.6%	➖ noise
55	duckdb:vortex-file-compressed	-5.6%	+2.8%	-8.1%	+24.6%	➖ noise
56	datafusion:vortex-compact	-11.8%	+3.8%	-15.0%	+24.6%	➖ noise
56	datafusion:vortex-file-compressed	-2.2%	+3.8%	-5.8%	+24.6%	➖ noise
56	duckdb:duckdb	+0.4%	+3.8%	-3.2%	+24.6%	➖ noise
56	duckdb:vortex-compact	-2.8%	+3.8%	-6.4%	+24.6%	➖ noise
56	duckdb:vortex-file-compressed	-7.0%	+3.8%	-10.4%	+24.6%	➖ noise
57	datafusion:vortex-compact	-9.9%	-0.3%	-9.6%	+24.6%	➖ noise
57	datafusion:vortex-file-compressed	-0.5%	-0.3%	-0.1%	+24.6%	➖ noise
57	duckdb:duckdb	+2.3%	-0.3%	+2.6%	+24.6%	➖ noise
57	duckdb:vortex-compact	+0.1%	-0.3%	+0.4%	+24.6%	➖ noise
57	duckdb:vortex-file-compressed	-7.7%	-0.3%	-7.4%	+24.6%	➖ noise
58	datafusion:vortex-compact	-7.6%	+7.2%	-13.8%	+24.6%	➖ noise
58	datafusion:vortex-file-compressed	+4.3%	+7.2%	-2.7%	+24.6%	➖ noise
58	duckdb:duckdb	+0.8%	+7.2%	-5.9%	+24.6%	➖ noise
58	duckdb:vortex-compact	+8.0%	+7.2%	+0.8%	+24.6%	➖ noise
58	duckdb:vortex-file-compressed	-7.8%	+7.2%	-13.9%	+24.6%	➖ noise
59	datafusion:vortex-compact	-2.8%	+4.9%	-7.3%	+24.6%	➖ noise
59	datafusion:vortex-file-compressed	+4.6%	+4.9%	-0.3%	+24.6%	➖ noise
59	duckdb:duckdb	-0.1%	+4.9%	-4.7%	+24.6%	➖ noise
59	duckdb:vortex-compact	-2.7%	+4.9%	-7.2%	+24.6%	➖ noise
59	duckdb:vortex-file-compressed	-2.7%	+4.9%	-7.2%	+24.6%	➖ noise
60	datafusion:vortex-compact	-10.2%	+3.1%	-13.0%	+24.6%	➖ noise
60	datafusion:vortex-file-compressed	+3.3%	+3.1%	+0.2%	+24.6%	➖ noise
60	duckdb:duckdb	+6.6%	+3.1%	+3.3%	+24.6%	➖ noise
60	duckdb:vortex-compact	+0.4%	+3.1%	-2.6%	+24.6%	➖ noise
60	duckdb:vortex-file-compressed	-11.1%	+3.1%	-13.8%	+24.6%	➖ noise
61	datafusion:vortex-compact	-8.6%	+3.6%	-11.8%	+24.6%	➖ noise
61	datafusion:vortex-file-compressed	-6.5%	+3.6%	-9.8%	+24.6%	➖ noise
61	duckdb:duckdb	+1.8%	+3.6%	-1.7%	+24.6%	➖ noise
61	duckdb:vortex-compact	+3.3%	+3.6%	-0.3%	+24.6%	➖ noise
61	duckdb:vortex-file-compressed	-14.7%	+3.6%	-17.6%	+24.6%	➖ noise
62	datafusion:vortex-compact	-12.4%	+17.1%	-25.2%	+26.3%	✅ faster
62	datafusion:vortex-file-compressed	+7.1%	+17.1%	-8.6%	+25.5%	➖ noise
62	duckdb:duckdb	+2.5%	+17.1%	-12.5%	+24.6%	➖ noise
62	duckdb:vortex-compact	+7.1%	+17.1%	-8.5%	+24.6%	➖ noise
62	duckdb:vortex-file-compressed	-6.6%	+17.1%	-20.2%	+24.6%	✅ faster
63	datafusion:vortex-compact	-7.1%	+2.4%	-9.3%	+24.6%	➖ noise
63	datafusion:vortex-file-compressed	+5.0%	+2.4%	+2.5%	+24.6%	➖ noise
63	duckdb:duckdb	+0.8%	+2.4%	-1.6%	+24.6%	➖ noise
63	duckdb:vortex-compact	-1.3%	+2.4%	-3.7%	+24.6%	➖ noise
63	duckdb:vortex-file-compressed	-12.6%	+2.4%	-14.6%	+24.6%	➖ noise
64	datafusion:vortex-compact	-21.4%	-21.7%	+0.5%	+24.6%	➖ noise
64	datafusion:vortex-file-compressed	-9.3%	-21.7%	+15.9%	+24.6%	➖ noise
64	duckdb:duckdb	-0.2%	-21.7%	+27.5%	+24.6%	🚨 regression
64	duckdb:vortex-compact	-0.1%	-21.7%	+27.6%	+24.6%	🚨 regression
64	duckdb:vortex-file-compressed	-12.9%	-21.7%	+11.3%	+24.6%	➖ noise
65	datafusion:vortex-compact	+6.0%	-1.9%	+8.1%	+24.6%	➖ noise
65	datafusion:vortex-file-compressed	+25.9%	-1.9%	+28.3%	+24.6%	🚨 regression
65	duckdb:duckdb	-0.3%	-1.9%	+1.6%	+24.6%	➖ noise
65	duckdb:vortex-compact	+0.9%	-1.9%	+2.8%	+24.6%	➖ noise
65	duckdb:vortex-file-compressed	-8.2%	-1.9%	-6.4%	+24.6%	➖ noise
66	datafusion:vortex-compact	-7.9%	+0.3%	-8.2%	+24.6%	➖ noise
66	datafusion:vortex-file-compressed	+0.2%	+0.3%	-0.2%	+24.6%	➖ noise
66	duckdb:duckdb	+2.7%	+0.3%	+2.4%	+24.6%	➖ noise
66	duckdb:vortex-compact	+1.3%	+0.3%	+1.0%	+24.6%	➖ noise
66	duckdb:vortex-file-compressed	-8.4%	+0.3%	-8.7%	+24.6%	➖ noise
67	datafusion:vortex-compact	-13.4%	-0.8%	-12.7%	+24.6%	➖ noise
67	datafusion:vortex-file-compressed	+3.3%	-0.8%	+4.2%	+24.6%	➖ noise
67	duckdb:duckdb	-0.0%	-0.8%	+0.8%	+24.6%	➖ noise
67	duckdb:vortex-compact	+1.1%	-0.8%	+1.9%	+24.6%	➖ noise
67	duckdb:vortex-file-compressed	-16.8%	-0.8%	-16.2%	+24.6%	➖ noise
68	datafusion:vortex-compact	-7.6%	+2.5%	-9.9%	+24.6%	➖ noise
68	datafusion:vortex-file-compressed	-3.8%	+2.5%	-6.2%	+25.9%	➖ noise
68	duckdb:duckdb	-6.5%	+2.5%	-8.8%	+24.6%	➖ noise
68	duckdb:vortex-compact	+2.9%	+2.5%	+0.4%	+24.6%	➖ noise
68	duckdb:vortex-file-compressed	-14.8%	+2.5%	-16.9%	+24.6%	➖ noise
69	datafusion:vortex-compact	-1.1%	-0.1%	-1.0%	+24.6%	➖ noise
69	datafusion:vortex-file-compressed	+5.8%	-0.1%	+5.9%	+24.6%	➖ noise
69	duckdb:duckdb	+1.9%	-0.1%	+1.9%	+24.6%	➖ noise
69	duckdb:vortex-compact	+2.3%	-0.1%	+2.4%	+24.6%	➖ noise
69	duckdb:vortex-file-compressed	-18.6%	-0.1%	-18.5%	+24.6%	➖ noise
70	datafusion:vortex-compact	+7.5%	-40.0%	+79.3%	+24.6%	🚨 regression
70	datafusion:vortex-file-compressed	+18.7%	-40.0%	+97.9%	+24.6%	🚨 regression
70	duckdb:duckdb	-2.1%	-40.0%	+63.2%	+24.6%	🚨 regression
70	duckdb:vortex-compact	+4.8%	-40.0%	+74.7%	+24.6%	🚨 regression
70	duckdb:vortex-file-compressed	-5.7%	-40.0%	+57.2%	+24.6%	🚨 regression
71	datafusion:vortex-compact	+4.3%	-4.1%	+8.8%	+24.6%	➖ noise
71	datafusion:vortex-file-compressed	+0.4%	-4.1%	+4.7%	+24.6%	➖ noise
71	duckdb:duckdb	+5.4%	-4.1%	+9.9%	+24.6%	➖ noise
71	duckdb:vortex-compact	-1.7%	-4.1%	+2.5%	+24.6%	➖ noise
71	duckdb:vortex-file-compressed	-11.2%	-4.1%	-7.4%	+24.6%	➖ noise
72	datafusion:vortex-compact	-3.2%	-9.4%	+6.9%	+24.6%	➖ noise
72	datafusion:vortex-file-compressed	-1.8%	-9.4%	+8.4%	+24.6%	➖ noise
72	duckdb:duckdb	-2.1%	-9.4%	+8.1%	+24.6%	➖ noise
72	duckdb:vortex-compact	+2.1%	-9.4%	+12.7%	+24.6%	➖ noise
72	duckdb:vortex-file-compressed	-5.2%	-9.4%	+4.7%	+24.6%	➖ noise
73	datafusion:vortex-compact	-1.3%	-5.4%	+4.3%	+24.6%	➖ noise
73	datafusion:vortex-file-compressed	+4.3%	-5.4%	+10.3%	+24.6%	➖ noise
73	duckdb:duckdb	+3.5%	-5.4%	+9.4%	+24.6%	➖ noise
73	duckdb:vortex-compact	-0.4%	-5.4%	+5.3%	+24.6%	➖ noise
73	duckdb:vortex-file-compressed	-14.7%	-5.4%	-9.8%	+24.6%	➖ noise
74	datafusion:vortex-compact	+3.3%	-4.9%	+8.7%	+24.6%	➖ noise
74	datafusion:vortex-file-compressed	-6.4%	-4.9%	-1.5%	+24.6%	➖ noise
74	duckdb:duckdb	-2.1%	-4.9%	+3.0%	+24.6%	➖ noise
74	duckdb:vortex-compact	+2.4%	-4.9%	+7.7%	+24.6%	➖ noise
74	duckdb:vortex-file-compressed	-11.6%	-4.9%	-7.0%	+24.6%	➖ noise
75	datafusion:vortex-compact	-2.0%	-2.2%	+0.2%	+24.6%	➖ noise
75	datafusion:vortex-file-compressed	+0.3%	-2.2%	+2.5%	+24.6%	➖ noise
75	duckdb:duckdb	+4.0%	-2.2%	+6.4%	+24.6%	➖ noise
75	duckdb:vortex-compact	+7.0%	-2.2%	+9.4%	+24.6%	➖ noise
75	duckdb:vortex-file-compressed	-12.0%	-2.2%	-10.0%	+24.6%	➖ noise
76	datafusion:vortex-compact	+2.3%	-3.0%	+5.5%	+24.6%	➖ noise
76	datafusion:vortex-file-compressed	+0.2%	-3.0%	+3.3%	+24.6%	➖ noise
76	duckdb:duckdb	-0.5%	-3.0%	+2.6%	+24.6%	➖ noise
76	duckdb:vortex-compact	+0.4%	-3.0%	+3.6%	+24.6%	➖ noise
76	duckdb:vortex-file-compressed	-20.7%	-3.0%	-18.2%	+24.6%	➖ noise
77	datafusion:vortex-compact	+1.0%	-4.3%	+5.6%	+24.6%	➖ noise
77	datafusion:vortex-file-compressed	-7.6%	-4.3%	-3.5%	+24.6%	➖ noise
77	duckdb:duckdb	+3.0%	-4.3%	+7.6%	+24.6%	➖ noise
77	duckdb:vortex-compact	-4.6%	-4.3%	-0.3%	+24.6%	➖ noise
77	duckdb:vortex-file-compressed	-4.0%	-4.3%	+0.3%	+24.6%	➖ noise
78	datafusion:vortex-compact	-7.8%	-7.9%	+0.1%	+24.6%	➖ noise
78	datafusion:vortex-file-compressed	-10.5%	-7.9%	-2.9%	+24.6%	➖ noise
78	duckdb:duckdb	-1.0%	-7.9%	+7.5%	+24.6%	➖ noise
78	duckdb:vortex-compact	-0.1%	-7.9%	+8.4%	+24.6%	➖ noise
78	duckdb:vortex-file-compressed	-6.8%	-7.9%	+1.2%	+24.6%	➖ noise
79	datafusion:vortex-compact	+3.3%	-3.9%	+7.5%	+24.6%	➖ noise
79	datafusion:vortex-file-compressed	-2.2%	-3.9%	+1.7%	+24.6%	➖ noise
79	duckdb:duckdb	-0.1%	-3.9%	+4.0%	+24.6%	➖ noise
79	duckdb:vortex-compact	+7.6%	-3.9%	+12.0%	+24.6%	➖ noise
79	duckdb:vortex-file-compressed	-11.2%	-3.9%	-7.6%	+24.6%	➖ noise
80	datafusion:vortex-compact	-8.1%	-8.0%	-0.2%	+24.6%	➖ noise
80	datafusion:vortex-file-compressed	-8.7%	-8.0%	-0.7%	+24.6%	➖ noise
80	duckdb:duckdb	-1.2%	-8.0%	+7.4%	+24.6%	➖ noise
80	duckdb:vortex-compact	+4.2%	-8.0%	+13.2%	+24.6%	➖ noise
80	duckdb:vortex-file-compressed	-0.8%	-8.0%	+7.7%	+24.6%	➖ noise
81	datafusion:vortex-compact	+5.4%	-5.5%	+11.6%	+24.6%	➖ noise
81	datafusion:vortex-file-compressed	+6.1%	-5.5%	+12.3%	+24.6%	➖ noise
81	duckdb:duckdb	-2.9%	-5.5%	+2.8%	+24.6%	➖ noise
81	duckdb:vortex-compact	+5.9%	-5.5%	+12.2%	+24.6%	➖ noise
81	duckdb:vortex-file-compressed	-1.6%	-5.5%	+4.1%	+24.6%	➖ noise
82	datafusion:vortex-compact	-7.3%	-7.4%	+0.1%	+24.6%	➖ noise
82	datafusion:vortex-file-compressed	-16.0%	-7.4%	-9.3%	+24.6%	➖ noise
82	duckdb:duckdb	-1.7%	-7.4%	+6.2%	+24.6%	➖ noise
82	duckdb:vortex-compact	+5.3%	-7.4%	+13.7%	+24.6%	➖ noise
82	duckdb:vortex-file-compressed	+0.5%	-7.4%	+8.6%	+24.6%	➖ noise
83	datafusion:vortex-compact	+8.3%	+2.3%	+5.9%	+24.6%	➖ noise
83	datafusion:vortex-file-compressed	+6.9%	+2.3%	+4.5%	+24.6%	➖ noise
83	duckdb:duckdb	+3.6%	+2.3%	+1.3%	+24.6%	➖ noise
83	duckdb:vortex-compact	-3.2%	+2.3%	-5.4%	+24.6%	➖ noise
83	duckdb:vortex-file-compressed	+1.2%	+2.3%	-1.1%	+24.6%	➖ noise
84	datafusion:vortex-compact	-3.2%	+2.1%	-5.2%	+24.6%	➖ noise
84	datafusion:vortex-file-compressed	+2.7%	+2.1%	+0.6%	+24.6%	➖ noise
84	duckdb:duckdb	+1.3%	+2.1%	-0.7%	+24.6%	➖ noise
84	duckdb:vortex-compact	-3.1%	+2.1%	-5.0%	+24.6%	➖ noise
84	duckdb:vortex-file-compressed	-7.6%	+2.1%	-9.5%	+24.6%	➖ noise
85	datafusion:vortex-compact	-2.3%	-4.1%	+1.8%	+24.6%	➖ noise
85	datafusion:vortex-file-compressed	-2.1%	-4.1%	+2.0%	+24.6%	➖ noise
85	duckdb:duckdb	+1.3%	-4.1%	+5.5%	+24.6%	➖ noise
85	duckdb:vortex-compact	+2.8%	-4.1%	+7.2%	+24.6%	➖ noise
85	duckdb:vortex-file-compressed	+1.3%	-4.1%	+5.5%	+24.6%	➖ noise
86	datafusion:vortex-compact	+12.0%	-1.1%	+13.2%	+24.6%	➖ noise
86	datafusion:vortex-file-compressed	-1.1%	-1.1%	+0.1%	+24.6%	➖ noise
86	duckdb:duckdb	-1.2%	-1.1%	-0.0%	+24.6%	➖ noise
86	duckdb:vortex-compact	+1.4%	-1.1%	+2.6%	+24.6%	➖ noise
86	duckdb:vortex-file-compressed	-0.7%	-1.1%	+0.5%	+24.6%	➖ noise
87	datafusion:vortex-compact	+8.3%	+1.5%	+6.8%	+24.6%	➖ noise
87	datafusion:vortex-file-compressed	+2.5%	+1.5%	+1.0%	+24.6%	➖ noise
87	duckdb:duckdb	-1.7%	+1.5%	-3.1%	+24.6%	➖ noise
87	duckdb:vortex-compact	+1.6%	+1.5%	+0.1%	+24.6%	➖ noise
87	duckdb:vortex-file-compressed	+1.9%	+1.5%	+0.4%	+24.6%	➖ noise
88	datafusion:vortex-compact	-0.3%	-0.3%	+0.0%	+24.6%	➖ noise
88	datafusion:vortex-file-compressed	+0.1%	-0.3%	+0.4%	+24.6%	➖ noise
88	duckdb:duckdb	-2.1%	-0.3%	-1.8%	+24.6%	➖ noise
88	duckdb:vortex-compact	-0.8%	-0.3%	-0.5%	+24.6%	➖ noise
88	duckdb:vortex-file-compressed	+2.6%	-0.3%	+2.9%	+24.6%	➖ noise
89	datafusion:vortex-compact	+1.8%	+5.1%	-3.1%	+24.6%	➖ noise
89	datafusion:vortex-file-compressed	-3.7%	+5.1%	-8.3%	+24.6%	➖ noise
89	duckdb:duckdb	+1.8%	+5.1%	-3.1%	+24.6%	➖ noise
89	duckdb:vortex-compact	-0.2%	+5.1%	-5.0%	+24.6%	➖ noise
89	duckdb:vortex-file-compressed	+0.7%	+5.1%	-4.2%	+24.6%	➖ noise
90	datafusion:vortex-compact	+5.4%	+1.1%	+4.3%	+24.6%	➖ noise
90	datafusion:vortex-file-compressed	-5.0%	+1.1%	-6.0%	+24.6%	➖ noise
90	duckdb:duckdb	-0.2%	+1.1%	-1.3%	+24.6%	➖ noise
90	duckdb:vortex-compact	+0.4%	+1.1%	-0.7%	+24.6%	➖ noise
90	duckdb:vortex-file-compressed	-6.4%	+1.1%	-7.4%	+24.6%	➖ noise
91	datafusion:vortex-compact	+1.7%	+5.9%	-4.0%	+24.6%	➖ noise
91	datafusion:vortex-file-compressed	+0.2%	+5.9%	-5.4%	+24.6%	➖ noise
91	duckdb:duckdb	+3.4%	+5.9%	-2.4%	+24.6%	➖ noise
91	duckdb:vortex-compact	+2.1%	+5.9%	-3.6%	+24.6%	➖ noise
91	duckdb:vortex-file-compressed	-9.3%	+5.9%	-14.4%	+24.6%	➖ noise
92	datafusion:vortex-compact	-5.4%	+3.0%	-8.1%	+24.6%	➖ noise
92	datafusion:vortex-file-compressed	+0.9%	+3.0%	-2.0%	+24.6%	➖ noise
92	duckdb:duckdb	-4.4%	+3.0%	-7.1%	+24.6%	➖ noise
92	duckdb:vortex-compact	+6.3%	+3.0%	+3.3%	+24.6%	➖ noise
92	duckdb:vortex-file-compressed	-15.2%	+3.0%	-17.6%	+24.6%	➖ noise
93	datafusion:vortex-compact	-6.9%	-4.1%	-2.9%	+24.6%	➖ noise
93	datafusion:vortex-file-compressed	+0.9%	-4.1%	+5.2%	+24.6%	➖ noise
93	duckdb:duckdb	+1.7%	-4.1%	+6.1%	+24.6%	➖ noise
93	duckdb:vortex-compact	+2.3%	-4.1%	+6.7%	+24.6%	➖ noise
93	duckdb:vortex-file-compressed	-4.2%	-4.1%	-0.1%	+24.6%	➖ noise
94	datafusion:vortex-compact	-2.5%	+6.5%	-8.4%	+24.6%	➖ noise
94	datafusion:vortex-file-compressed	-4.6%	+6.5%	-10.5%	+24.6%	➖ noise
94	duckdb:duckdb	+0.7%	+6.5%	-5.4%	+24.6%	➖ noise
94	duckdb:vortex-compact	+4.9%	+6.5%	-1.6%	+24.6%	➖ noise
94	duckdb:vortex-file-compressed	-10.5%	+6.5%	-16.0%	+24.6%	➖ noise
95	datafusion:vortex-compact	+2.6%	+8.4%	-5.3%	+24.6%	➖ noise
95	datafusion:vortex-file-compressed	-3.7%	+8.4%	-11.1%	+24.6%	➖ noise
95	duckdb:duckdb	-13.4%	+8.4%	-20.0%	+24.6%	✅ faster
95	duckdb:vortex-compact	+2.0%	+8.4%	-5.9%	+24.6%	➖ noise
95	duckdb:vortex-file-compressed	-13.1%	+8.4%	-19.8%	+24.6%	✅ faster
96	datafusion:vortex-compact	-0.7%	+5.9%	-6.2%	+24.6%	➖ noise
96	datafusion:vortex-file-compressed	-4.4%	+5.9%	-9.7%	+24.6%	➖ noise
96	duckdb:duckdb	+0.5%	+5.9%	-5.0%	+24.6%	➖ noise
96	duckdb:vortex-compact	-1.1%	+5.9%	-6.6%	+24.6%	➖ noise
96	duckdb:vortex-file-compressed	+0.1%	+5.9%	-5.4%	+44.6%	➖ noise
97	datafusion:vortex-compact	-1.2%	+3.5%	-4.6%	+24.6%	➖ noise
97	datafusion:vortex-file-compressed	-0.2%	+3.5%	-3.6%	+24.6%	➖ noise
97	duckdb:duckdb	-1.5%	+3.5%	-4.8%	+24.6%	➖ noise
97	duckdb:vortex-compact	+5.3%	+3.5%	+1.7%	+24.6%	➖ noise
97	duckdb:vortex-file-compressed	-13.4%	+3.5%	-16.4%	+24.6%	➖ noise
98	datafusion:vortex-compact	+2.1%	+3.3%	-1.1%	+24.6%	➖ noise
98	datafusion:vortex-file-compressed	+1.8%	+3.3%	-1.4%	+24.6%	➖ noise
98	duckdb:duckdb	-0.8%	+3.3%	-3.9%	+24.6%	➖ noise
98	duckdb:vortex-compact	+7.4%	+3.3%	+4.0%	+24.6%	➖ noise
98	duckdb:vortex-file-compressed	-9.0%	+3.3%	-11.9%	+24.6%	➖ noise
99	datafusion:vortex-compact	-11.4%	+5.5%	-16.0%	+24.6%	➖ noise
99	datafusion:vortex-file-compressed	+14.9%	+5.5%	+8.9%	+24.6%	➖ noise
99	duckdb:duckdb	-1.3%	+5.5%	-6.4%	+24.6%	➖ noise
99	duckdb:vortex-compact	+0.1%	+5.5%	-5.1%	+24.6%	➖ noise
99	duckdb:vortex-file-compressed	-4.5%	+5.5%	-9.5%	+24.6%	➖ noise

github-actions · 2026-05-20T20:37:05Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-05-20T20:40:22Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.0%
Vortex (geomean): 0.981x ➖
Parquet (geomean): 1.002x ➖
Shifts: Parquet (control) +0.2% · Median polish +0.0%

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

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	12344274	12339454	1.00
statpopgen_q01/duckdb:vortex-file-compressed	27823997	28131692	0.99
statpopgen_q02/duckdb:vortex-file-compressed	540717279	561785263	0.96
statpopgen_q03/duckdb:vortex-file-compressed	1053694991	1069550399	0.99
statpopgen_q04/duckdb:vortex-file-compressed	1077116479	1056909178	1.02
statpopgen_q05/duckdb:vortex-file-compressed	479917927	486166497	0.99
statpopgen_q06/duckdb:vortex-file-compressed	1542189067	1532930911	1.01
statpopgen_q07/duckdb:vortex-file-compressed	206224322	206958509	1.00
statpopgen_q08/duckdb:vortex-file-compressed	240347665	238902259	1.01
statpopgen_q09/duckdb:vortex-file-compressed	850156166	846251353	1.00
statpopgen_q10/duckdb:vortex-file-compressed	2567988103	2556639042	1.00

duckdb / vortex-compact (0.967x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11673622	11659457	1.00
statpopgen_q01/duckdb:vortex-compact	222755483	213581254	1.04
statpopgen_q02/duckdb:vortex-compact	559395015	565296698	0.99
statpopgen_q03/duckdb:vortex-compact	1160115360	1165336806	1.00
statpopgen_q04/duckdb:vortex-compact	1140165066	1234771954	0.92
statpopgen_q05/duckdb:vortex-compact	559885530	589164689	0.95
statpopgen_q06/duckdb:vortex-compact	1505159829	1577209481	0.95
statpopgen_q07/duckdb:vortex-compact	892778303	915163694	0.98
statpopgen_q08/duckdb:vortex-compact	917153650	946346933	0.97
statpopgen_q09/duckdb:vortex-compact	916350070	1000631389	0.92
statpopgen_q10/duckdb:vortex-compact	2587452285	2804233887	0.92

duckdb / parquet (1.002x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	307058311	307015130	1.00
statpopgen_q01/duckdb:parquet	386857321	382756387	1.01
statpopgen_q02/duckdb:parquet	764149845	767971751	1.00
statpopgen_q03/duckdb:parquet	1202126617	1206169427	1.00
statpopgen_q04/duckdb:parquet	1195752208	1196236558	1.00
statpopgen_q05/duckdb:parquet	810809665	816374407	0.99
statpopgen_q06/duckdb:parquet	1431455228	1426875387	1.00
statpopgen_q07/duckdb:parquet	862402019	849072910	1.02
statpopgen_q08/duckdb:parquet	875632305	850404760	1.03
statpopgen_q09/duckdb:parquet	1035418636	1034920410	1.00
statpopgen_q10/duckdb:parquet	2190530273	2241858120	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+0.1%	+0.0%	+0.1%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+0.0%	+0.0%	+0.0%	+10.0%	➖ noise
1	duckdb:vortex-compact	+4.3%	+1.1%	+3.2%	+69.3%	➖ noise
1	duckdb:vortex-file-compressed	-1.1%	+1.1%	-2.1%	+216.8%	➖ noise
2	duckdb:vortex-compact	-1.0%	-0.5%	-0.5%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-3.8%	-0.5%	-3.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.4%	-0.3%	-0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.5%	-0.3%	-1.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-7.7%	-0.0%	-7.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.9%	-0.0%	+2.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	-5.0%	-0.7%	-4.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.3%	-0.7%	-0.6%	+10.0%	➖ noise
6	duckdb:vortex-compact	-4.6%	+0.3%	-4.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.6%	+0.3%	+0.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	-2.4%	+1.6%	-4.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.4%	+1.6%	-1.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	-3.1%	+3.0%	-5.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.6%	+3.0%	-2.3%	+10.0%	➖ noise
9	duckdb:vortex-compact	-8.4%	+0.0%	-8.5%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.5%	+0.0%	+0.4%	+10.0%	➖ noise
10	duckdb:vortex-compact	-7.7%	-2.3%	-5.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.4%	-2.3%	+2.8%	+10.0%	➖ noise

github-actions · 2026-05-20T20:40:25Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-05-20T20:40:29Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.3%
Vortex (geomean): 0.987x ➖
Parquet (geomean): 0.984x ➖
Shifts: Parquet (control) -1.6% · Median polish +3.2%

datafusion / vortex-file-compressed (0.908x ➖, 1↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	46582742	34910627	1.33
fineweb_q01/datafusion:vortex-file-compressed	598422614	823808200	0.73
fineweb_q02/datafusion:vortex-file-compressed 🚀	455813736	694761821	0.66
fineweb_q03/datafusion:vortex-file-compressed	1360199195	1581209431	0.86
fineweb_q04/datafusion:vortex-file-compressed	1370458904	1666084598	0.82
fineweb_q05/datafusion:vortex-file-compressed	1358153494	1615600553	0.84
fineweb_q06/datafusion:vortex-file-compressed	1642370146	1998028490	0.82
fineweb_q07/datafusion:vortex-file-compressed	1392494508	1484765446	0.94
fineweb_q08/datafusion:vortex-file-compressed 🚨	754852978	524387099	1.44

datafusion / vortex-compact (0.980x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	39163702	34996644	1.12
fineweb_q01/datafusion:vortex-compact	456515854	593332445	0.77
fineweb_q02/datafusion:vortex-compact	552526887	586448555	0.94
fineweb_q03/datafusion:vortex-compact	1483725164	1356323703	1.09
fineweb_q04/datafusion:vortex-compact	1703950304	1593041769	1.07
fineweb_q05/datafusion:vortex-compact	1472960726	1390836201	1.06
fineweb_q06/datafusion:vortex-compact	1348341746	1455203849	0.93
fineweb_q07/datafusion:vortex-compact	1151889740	1179549885	0.98
fineweb_q08/datafusion:vortex-compact	378235721	414518955	0.91

datafusion / parquet (0.991x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1241124551	1093154025	1.14
fineweb_q01/datafusion:parquet	2599652385	2093982175	1.24
fineweb_q02/datafusion:parquet	1974122426	2055290789	0.96
fineweb_q03/datafusion:parquet	2130721554	1950131470	1.09
fineweb_q04/datafusion:parquet	1892823258	2029287308	0.93
fineweb_q05/datafusion:parquet	1975981013	2472998207	0.80
fineweb_q06/datafusion:parquet	2015473807	2064942684	0.98
fineweb_q07/datafusion:parquet	1888384578	2297764969	0.82
fineweb_q08/datafusion:parquet	2026940930	1941957460	1.04

duckdb / vortex-file-compressed (1.034x ➖, 1↑ 1↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚀	88591708	141620144	0.63
fineweb_q01/duckdb:vortex-file-compressed	647695946	699769785	0.93
fineweb_q02/duckdb:vortex-file-compressed	538654448	604007169	0.89
fineweb_q03/duckdb:vortex-file-compressed	1830225672	1452303848	1.26
fineweb_q04/duckdb:vortex-file-compressed	1811906098	1575408762	1.15
fineweb_q05/duckdb:vortex-file-compressed 🚨	2014018355	1488617811	1.35
fineweb_q06/duckdb:vortex-file-compressed	1801085268	1789954385	1.01
fineweb_q07/duckdb:vortex-file-compressed	1713806351	1565014896	1.10
fineweb_q08/duckdb:vortex-file-compressed	727886148	601105084	1.21

duckdb / vortex-compact (1.032x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	86317552	89123232	0.97
fineweb_q01/duckdb:vortex-compact	603633940	605779299	1.00
fineweb_q02/duckdb:vortex-compact	608932204	616786114	0.99
fineweb_q03/duckdb:vortex-compact	1847252735	1675010241	1.10
fineweb_q04/duckdb:vortex-compact	1919662826	1771467496	1.08
fineweb_q05/duckdb:vortex-compact	1806538682	1630036604	1.11
fineweb_q06/duckdb:vortex-compact	1714933406	1577392451	1.09
fineweb_q07/duckdb:vortex-compact	1801826644	1684736289	1.07
fineweb_q08/duckdb:vortex-compact	522831297	578621282	0.90

duckdb / parquet (0.978x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1168450634	1194289956	0.98
fineweb_q01/duckdb:parquet	1475967517	1450955635	1.02
fineweb_q02/duckdb:parquet	1321970105	1597308312	0.83
fineweb_q03/duckdb:parquet	4106781143	4031057040	1.02
fineweb_q04/duckdb:parquet	2137614398	2201375761	0.97
fineweb_q05/duckdb:parquet	2426430219	2140073505	1.13
fineweb_q06/duckdb:parquet	4717510813	4584744140	1.03
fineweb_q07/duckdb:parquet	2800828112	3100414280	0.90
fineweb_q08/duckdb:parquet	1121305950	1180910691	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+11.9%	+5.4%	+6.2%	+211.7%	➖ noise
0	datafusion:vortex-file-compressed	+33.4%	+5.4%	+26.6%	+163.6%	➖ noise
0	duckdb:vortex-compact	-3.1%	+5.4%	-8.1%	+76.5%	➖ noise
0	duckdb:vortex-file-compressed	-37.4%	+5.4%	-40.6%	+47.8%	✅ faster
1	datafusion:vortex-compact	-23.1%	+12.4%	-31.5%	+63.3%	➖ noise
1	datafusion:vortex-file-compressed	-27.4%	+12.4%	-35.4%	+68.6%	➖ noise
1	duckdb:vortex-compact	-0.4%	+12.4%	-11.3%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-7.4%	+12.4%	-17.6%	+72.9%	➖ noise
2	datafusion:vortex-compact	-5.8%	-10.8%	+5.7%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-34.4%	-10.8%	-26.4%	+83.5%	➖ noise
2	duckdb:vortex-compact	-1.3%	-10.8%	+10.7%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-10.8%	-10.8%	+0.0%	+48.4%	➖ noise
3	datafusion:vortex-compact	+9.4%	+5.5%	+3.7%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-14.0%	+5.5%	-18.5%	+30.0%	➖ noise
3	duckdb:vortex-compact	+10.3%	+5.5%	+4.5%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+26.0%	+5.5%	+19.4%	+30.0%	➖ noise
4	datafusion:vortex-compact	+7.0%	-4.8%	+12.4%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-17.7%	-4.8%	-13.6%	+30.0%	➖ noise
4	duckdb:vortex-compact	+8.4%	-4.8%	+13.9%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+15.0%	-4.8%	+20.8%	+30.0%	➖ noise
5	datafusion:vortex-compact	+5.9%	-4.8%	+11.3%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-15.9%	-4.8%	-11.7%	+30.0%	➖ noise
5	duckdb:vortex-compact	+10.8%	-4.8%	+16.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+35.3%	-4.8%	+42.1%	+30.0%	🚨 regression
6	datafusion:vortex-compact	-7.3%	+0.2%	-7.5%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-17.8%	+0.2%	-18.0%	+30.0%	➖ noise
6	duckdb:vortex-compact	+8.7%	+0.2%	+8.5%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.6%	+0.2%	+0.4%	+30.0%	➖ noise
7	datafusion:vortex-compact	-2.3%	-13.8%	+13.3%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.2%	-13.8%	+8.8%	+30.0%	➖ noise
7	duckdb:vortex-compact	+7.0%	-13.8%	+24.1%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+9.5%	-13.8%	+27.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	-8.8%	-0.4%	-8.3%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+43.9%	-0.4%	+44.6%	+56.5%	➖ noise
8	duckdb:vortex-compact	-9.6%	-0.4%	-9.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+21.1%	-0.4%	+21.6%	+30.0%	➖ noise

github-actions · 2026-05-20T20:42:49Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -4.2%
Vortex (geomean): 0.947x ➖
Parquet (geomean): 0.985x ➖
Shifts: Parquet (control) -1.5% · Median polish -5.3%

datafusion / vortex-file-compressed (0.892x ✅, 17↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	506034013	417651941	1.21
tpch_q02/datafusion:vortex-file-compressed 🚨	128816100	114502330	1.13
tpch_q03/datafusion:vortex-file-compressed 🚀	201176001	235000102	0.86
tpch_q04/datafusion:vortex-file-compressed 🚀	100259802	120575203	0.83
tpch_q05/datafusion:vortex-file-compressed 🚀	332073438	404717704	0.82
tpch_q06/datafusion:vortex-file-compressed	36125353	38306021	0.94
tpch_q07/datafusion:vortex-file-compressed 🚀	447617759	551327407	0.81
tpch_q08/datafusion:vortex-file-compressed 🚀	333684169	386443180	0.86
tpch_q09/datafusion:vortex-file-compressed 🚀	564816941	688910635	0.82
tpch_q10/datafusion:vortex-file-compressed 🚀	220778221	246261554	0.90
tpch_q11/datafusion:vortex-file-compressed 🚀	74735495	87259896	0.86
tpch_q12/datafusion:vortex-file-compressed 🚀	109623637	126497270	0.87
tpch_q13/datafusion:vortex-file-compressed 🚀	197900833	228697426	0.87
tpch_q14/datafusion:vortex-file-compressed 🚀	49217706	55088215	0.89
tpch_q15/datafusion:vortex-file-compressed	95441324	104906069	0.91
tpch_q16/datafusion:vortex-file-compressed 🚀	73569986	82144025	0.90
tpch_q17/datafusion:vortex-file-compressed 🚀	558522648	694413374	0.80
tpch_q18/datafusion:vortex-file-compressed 🚀	795915246	929904241	0.86
tpch_q19/datafusion:vortex-file-compressed	77108031	72269234	1.07
tpch_q20/datafusion:vortex-file-compressed 🚀	155434883	180649646	0.86
tpch_q21/datafusion:vortex-file-compressed 🚀	601339349	730628057	0.82
tpch_q22/datafusion:vortex-file-compressed 🚀	56650186	66527757	0.85

datafusion / vortex-compact (0.949x ➖, 9↑ 3↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	449207857	459356114	0.98
tpch_q02/datafusion:vortex-compact 🚀	103410972	118807622	0.87
tpch_q03/datafusion:vortex-compact 🚀	200544402	246056631	0.82
tpch_q04/datafusion:vortex-compact 🚀	110974741	131659824	0.84
tpch_q05/datafusion:vortex-compact 🚀	366028192	427417805	0.86
tpch_q06/datafusion:vortex-compact 🚨	71782136	63651991	1.13
tpch_q07/datafusion:vortex-compact	613981032	577308528	1.06
tpch_q08/datafusion:vortex-compact 🚨	448219492	399099671	1.12
tpch_q09/datafusion:vortex-compact 🚀	596624743	704389696	0.85
tpch_q10/datafusion:vortex-compact	241817035	259159659	0.93
tpch_q11/datafusion:vortex-compact 🚀	77623529	87710013	0.89
tpch_q12/datafusion:vortex-compact	154727488	162235545	0.95
tpch_q13/datafusion:vortex-compact	249386047	272619335	0.91
tpch_q14/datafusion:vortex-compact	66447281	72501948	0.92
tpch_q15/datafusion:vortex-compact	151931173	158369261	0.96
tpch_q16/datafusion:vortex-compact	80041754	82114267	0.97
tpch_q17/datafusion:vortex-compact 🚀	575676409	676660705	0.85
tpch_q18/datafusion:vortex-compact	818317318	884647423	0.93
tpch_q19/datafusion:vortex-compact 🚨	210232805	123319657	1.70
tpch_q20/datafusion:vortex-compact	180051259	198384678	0.91
tpch_q21/datafusion:vortex-compact 🚀	606258386	694624532	0.87
tpch_q22/datafusion:vortex-compact 🚀	62637117	73481063	0.85

datafusion / parquet (0.971x ➖, 6↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	520277584	485584481	1.07
tpch_q02/datafusion:parquet	173346992	182973737	0.95
tpch_q03/datafusion:parquet 🚀	258212054	296483495	0.87
tpch_q04/datafusion:parquet 🚀	120728339	134618584	0.90
tpch_q05/datafusion:parquet 🚀	398213225	468809629	0.85
tpch_q06/datafusion:parquet	128936534	124521939	1.04
tpch_q07/datafusion:parquet 🚀	555301723	653902524	0.85
tpch_q08/datafusion:parquet	445526796	493224025	0.90
tpch_q09/datafusion:parquet 🚀	716529638	798154006	0.90
tpch_q10/datafusion:parquet	557139876	525424806	1.06
tpch_q11/datafusion:parquet	119017513	123052082	0.97
tpch_q12/datafusion:parquet	210504809	198607862	1.06
tpch_q13/datafusion:parquet	346033650	344238337	1.01
tpch_q14/datafusion:parquet	151488204	163050106	0.93
tpch_q15/datafusion:parquet	253070094	260347682	0.97
tpch_q16/datafusion:parquet	120925680	132138582	0.92
tpch_q17/datafusion:parquet 🚀	656777529	743260961	0.88
tpch_q18/datafusion:parquet	877866561	938898569	0.93
tpch_q19/datafusion:parquet 🚨	323714524	264158485	1.23
tpch_q20/datafusion:parquet 🚨	354686916	304379103	1.17
tpch_q21/datafusion:parquet	790918864	744567684	1.06
tpch_q22/datafusion:parquet	214647623	221067293	0.97

datafusion / arrow (0.904x ➖, 10↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	701061853	648494283	1.08
tpch_q02/datafusion:arrow 🚀	113902548	174837840	0.65
tpch_q03/datafusion:arrow	512726946	526516370	0.97
tpch_q04/datafusion:arrow	368746048	382806236	0.96
tpch_q05/datafusion:arrow 🚀	746123949	1021984926	0.73
tpch_q06/datafusion:arrow	335059748	314917132	1.06
tpch_q07/datafusion:arrow	1151731173	1272988698	0.90
tpch_q08/datafusion:arrow 🚀	961051246	1244484314	0.77
tpch_q09/datafusion:arrow 🚀	1301140931	1450524906	0.90
tpch_q10/datafusion:arrow 🚨	815638179	660525395	1.23
tpch_q11/datafusion:arrow 🚀	112621685	147742445	0.76
tpch_q12/datafusion:arrow 🚨	1454967077	816213153	1.78
tpch_q13/datafusion:arrow	469888396	518488457	0.91
tpch_q14/datafusion:arrow	357832525	365487889	0.98
tpch_q15/datafusion:arrow	726723925	799126954	0.91
tpch_q16/datafusion:arrow 🚀	80975813	111864938	0.72
tpch_q17/datafusion:arrow 🚀	934729702	1476891841	0.63
tpch_q18/datafusion:arrow 🚀	1727534938	2087063357	0.83
tpch_q19/datafusion:arrow	540796200	543942448	0.99
tpch_q20/datafusion:arrow 🚀	493502154	549861671	0.90
tpch_q21/datafusion:arrow	3125080159	3207757830	0.97
tpch_q22/datafusion:arrow 🚀	108956938	143298512	0.76

duckdb / vortex-file-compressed (0.959x ➖, 1↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	171991646	174497732	0.99
tpch_q02/duckdb:vortex-file-compressed	53706187	55283956	0.97
tpch_q03/duckdb:vortex-file-compressed	124029737	133374977	0.93
tpch_q04/duckdb:vortex-file-compressed	160002429	170922495	0.94
tpch_q05/duckdb:vortex-file-compressed	136815489	144814287	0.94
tpch_q06/duckdb:vortex-file-compressed 🚀	32430273	38280452	0.85
tpch_q07/duckdb:vortex-file-compressed	136770977	142145940	0.96
tpch_q08/duckdb:vortex-file-compressed	168488277	178839871	0.94
tpch_q09/duckdb:vortex-file-compressed	390059786	401838532	0.97
tpch_q10/duckdb:vortex-file-compressed	189026059	198284045	0.95
tpch_q11/duckdb:vortex-file-compressed	33155875	34175990	0.97
tpch_q12/duckdb:vortex-file-compressed	99724105	103831776	0.96
tpch_q13/duckdb:vortex-file-compressed	228012247	239303860	0.95
tpch_q14/duckdb:vortex-file-compressed	56437323	57044498	0.99
tpch_q15/duckdb:vortex-file-compressed	90229775	96144906	0.94
tpch_q16/duckdb:vortex-file-compressed	77886931	82729465	0.94
tpch_q17/duckdb:vortex-file-compressed	94668800	96764670	0.98
tpch_q18/duckdb:vortex-file-compressed	290429295	297554233	0.98
tpch_q19/duckdb:vortex-file-compressed	78826753	80672776	0.98
tpch_q20/duckdb:vortex-file-compressed	150862331	160685624	0.94
tpch_q21/duckdb:vortex-file-compressed	490221386	512128358	0.96
tpch_q22/duckdb:vortex-file-compressed	72754365	66528387	1.09

duckdb / vortex-compact (0.992x ➖, 0↑ 3↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact 🚨	255281354	229540960	1.11
tpch_q02/duckdb:vortex-compact 🚨	66495776	60408683	1.10
tpch_q03/duckdb:vortex-compact 🚨	165956652	145847271	1.14
tpch_q04/duckdb:vortex-compact	192058219	183780226	1.05
tpch_q05/duckdb:vortex-compact	164395120	171049256	0.96
tpch_q06/duckdb:vortex-compact	61382249	56253987	1.09
tpch_q07/duckdb:vortex-compact	172455470	179121454	0.96
tpch_q08/duckdb:vortex-compact	192260554	196669588	0.98
tpch_q09/duckdb:vortex-compact	432018565	445574969	0.97
tpch_q10/duckdb:vortex-compact	220534254	227504139	0.97
tpch_q11/duckdb:vortex-compact	39070635	40689455	0.96
tpch_q12/duckdb:vortex-compact	164961137	167574612	0.98
tpch_q13/duckdb:vortex-compact	280454394	289985397	0.97
tpch_q14/duckdb:vortex-compact	75409981	75986245	0.99
tpch_q15/duckdb:vortex-compact	113366479	120430933	0.94
tpch_q16/duckdb:vortex-compact	81848133	82756874	0.99
tpch_q17/duckdb:vortex-compact	109648109	115222301	0.95
tpch_q18/duckdb:vortex-compact	287940128	302378781	0.95
tpch_q19/duckdb:vortex-compact	96895115	99447522	0.97
tpch_q20/duckdb:vortex-compact	182943145	195762568	0.93
tpch_q21/duckdb:vortex-compact	516954863	557533009	0.93
tpch_q22/duckdb:vortex-compact	70913955	74235454	0.96

duckdb / parquet (0.999x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	264059678	270354898	0.98
tpch_q02/duckdb:parquet	101637992	102726354	0.99
tpch_q03/duckdb:parquet	212607762	214197350	0.99
tpch_q04/duckdb:parquet	134002129	136120465	0.98
tpch_q05/duckdb:parquet	224910397	231040944	0.97
tpch_q06/duckdb:parquet	74930430	75755237	0.99
tpch_q07/duckdb:parquet	183090101	191230859	0.96
tpch_q08/duckdb:parquet	258471252	268410103	0.96
tpch_q09/duckdb:parquet	471850799	492733093	0.96
tpch_q10/duckdb:parquet	665447210	647592390	1.03
tpch_q11/duckdb:parquet	69299993	65939511	1.05
tpch_q12/duckdb:parquet	145991449	135612458	1.08
tpch_q13/duckdb:parquet	443711051	432354404	1.03
tpch_q14/duckdb:parquet	180083041	181520687	0.99
tpch_q15/duckdb:parquet	106262083	106369712	1.00
tpch_q16/duckdb:parquet	170431982	169843707	1.00
tpch_q17/duckdb:parquet	198650734	184088102	1.08
tpch_q18/duckdb:parquet	397076014	367312047	1.08
tpch_q19/duckdb:parquet	282244914	291955579	0.97
tpch_q20/duckdb:parquet	229293477	234171635	0.98
tpch_q21/duckdb:parquet	546897007	580693640	0.94
tpch_q22/duckdb:parquet	295018008	297475919	0.99

duckdb / duckdb (0.969x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	121281385	121127520	1.00
tpch_q02/duckdb:duckdb	47987730	50776477	0.95
tpch_q03/duckdb:duckdb	103910939	107009337	0.97
tpch_q04/duckdb:duckdb	138306598	144240577	0.96
tpch_q05/duckdb:duckdb	119203479	123261986	0.97
tpch_q06/duckdb:duckdb	44435280	45257323	0.98
tpch_q07/duckdb:duckdb	90578127	93374177	0.97
tpch_q08/duckdb:duckdb	117521917	122251602	0.96
tpch_q09/duckdb:duckdb	279832250	289727370	0.97
tpch_q10/duckdb:duckdb	212546745	221794217	0.96
tpch_q11/duckdb:duckdb	19336665	19481314	0.99
tpch_q12/duckdb:duckdb	89888161	91245584	0.99
tpch_q13/duckdb:duckdb	229357031	244415497	0.94
tpch_q14/duckdb:duckdb	77119968	80229558	0.96
tpch_q15/duckdb:duckdb	82294773	83394514	0.99
tpch_q16/duckdb:duckdb	75300037	78986475	0.95
tpch_q17/duckdb:duckdb	87116643	88687476	0.98
tpch_q18/duckdb:duckdb	235193250	247016735	0.95
tpch_q19/duckdb:duckdb	123397266	126545643	0.98
tpch_q20/duckdb:duckdb	117173473	119548274	0.98
tpch_q21/duckdb:duckdb	300319818	309689284	0.97
tpch_q22/duckdb:duckdb	69165231	72380134	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+8.1%	+2.3%	+5.7%	+14.6%	➖ noise
1	datafusion:vortex-compact	-2.2%	+2.3%	-4.4%	+14.6%	➖ noise
1	datafusion:vortex-file-compressed	+21.2%	+2.3%	+18.4%	+14.6%	🚨 regression
1	duckdb:duckdb	+0.1%	+2.3%	-2.1%	+14.6%	➖ noise
1	duckdb:vortex-compact	+11.2%	+2.3%	+8.7%	+14.6%	➖ noise
1	duckdb:vortex-file-compressed	-1.4%	+2.3%	-3.7%	+14.6%	➖ noise
2	datafusion:arrow	-34.9%	-3.2%	-32.7%	+14.6%	✅ faster
2	datafusion:vortex-compact	-13.0%	-3.2%	-10.1%	+14.6%	➖ noise
2	datafusion:vortex-file-compressed	+12.5%	-3.2%	+16.2%	+14.6%	🚨 regression
2	duckdb:duckdb	-5.5%	-3.2%	-2.4%	+14.6%	➖ noise
2	duckdb:vortex-compact	+10.1%	-3.2%	+13.7%	+14.6%	➖ noise
2	duckdb:vortex-file-compressed	-2.9%	-3.2%	+0.3%	+14.6%	➖ noise
3	datafusion:arrow	-2.6%	-7.0%	+4.7%	+14.6%	➖ noise
3	datafusion:vortex-compact	-18.5%	-7.0%	-12.3%	+14.6%	➖ noise
3	datafusion:vortex-file-compressed	-14.4%	-7.0%	-7.9%	+14.6%	➖ noise
3	duckdb:duckdb	-2.9%	-7.0%	+4.4%	+14.6%	➖ noise
3	duckdb:vortex-compact	+13.8%	-7.0%	+22.4%	+14.6%	🚨 regression
3	duckdb:vortex-file-compressed	-7.0%	-7.0%	+0.0%	+14.6%	➖ noise
4	datafusion:arrow	-3.7%	-6.0%	+2.5%	+14.6%	➖ noise
4	datafusion:vortex-compact	-15.7%	-6.0%	-10.3%	+14.6%	➖ noise
4	datafusion:vortex-file-compressed	-16.8%	-6.0%	-11.5%	+14.6%	➖ noise
4	duckdb:duckdb	-4.1%	-6.0%	+2.0%	+14.6%	➖ noise
4	duckdb:vortex-compact	+4.5%	-6.0%	+11.2%	+14.6%	➖ noise
4	duckdb:vortex-file-compressed	-6.4%	-6.0%	-0.4%	+14.6%	➖ noise
5	datafusion:arrow	-27.0%	-9.1%	-19.7%	+14.6%	✅ faster
5	datafusion:vortex-compact	-14.4%	-9.1%	-5.8%	+14.6%	➖ noise
5	datafusion:vortex-file-compressed	-17.9%	-9.1%	-9.8%	+14.6%	➖ noise
5	duckdb:duckdb	-3.3%	-9.1%	+6.4%	+14.6%	➖ noise
5	duckdb:vortex-compact	-3.9%	-9.1%	+5.7%	+14.6%	➖ noise
5	duckdb:vortex-file-compressed	-5.5%	-9.1%	+3.9%	+14.6%	➖ noise
6	datafusion:arrow	+6.4%	+1.2%	+5.1%	+14.6%	➖ noise
6	datafusion:vortex-compact	+12.8%	+1.2%	+11.4%	+14.6%	➖ noise
6	datafusion:vortex-file-compressed	-5.7%	+1.2%	-6.8%	+14.6%	➖ noise
6	duckdb:duckdb	-1.8%	+1.2%	-3.0%	+14.6%	➖ noise
6	duckdb:vortex-compact	+9.1%	+1.2%	+7.8%	+14.6%	➖ noise
6	duckdb:vortex-file-compressed	-15.3%	+1.2%	-16.3%	+14.6%	✅ faster
7	datafusion:arrow	-9.5%	-9.8%	+0.3%	+14.6%	➖ noise
7	datafusion:vortex-compact	+6.4%	-9.8%	+17.9%	+14.6%	🚨 regression
7	datafusion:vortex-file-compressed	-18.8%	-9.8%	-10.0%	+14.6%	➖ noise
7	duckdb:duckdb	-3.0%	-9.8%	+7.6%	+14.6%	➖ noise
7	duckdb:vortex-compact	-3.7%	-9.8%	+6.8%	+14.6%	➖ noise
7	duckdb:vortex-file-compressed	-3.8%	-9.8%	+6.7%	+14.6%	➖ noise
8	datafusion:arrow	-22.8%	-6.7%	-17.2%	+14.6%	✅ faster
8	datafusion:vortex-compact	+12.3%	-6.7%	+20.4%	+14.6%	🚨 regression
8	datafusion:vortex-file-compressed	-13.7%	-6.7%	-7.4%	+14.6%	➖ noise
8	duckdb:duckdb	-3.9%	-6.7%	+3.1%	+14.6%	➖ noise
8	duckdb:vortex-compact	-2.2%	-6.7%	+4.8%	+14.6%	➖ noise
8	duckdb:vortex-file-compressed	-5.8%	-6.7%	+1.0%	+14.6%	➖ noise
9	datafusion:arrow	-10.3%	-7.3%	-3.3%	+14.6%	➖ noise
9	datafusion:vortex-compact	-15.3%	-7.3%	-8.6%	+14.6%	➖ noise
9	datafusion:vortex-file-compressed	-18.0%	-7.3%	-11.6%	+14.6%	➖ noise
9	duckdb:duckdb	-3.4%	-7.3%	+4.2%	+14.6%	➖ noise
9	duckdb:vortex-compact	-3.0%	-7.3%	+4.6%	+14.6%	➖ noise
9	duckdb:vortex-file-compressed	-2.9%	-7.3%	+4.7%	+14.6%	➖ noise
10	datafusion:arrow	+23.5%	+4.4%	+18.3%	+14.6%	🚨 regression
10	datafusion:vortex-compact	-6.7%	+4.4%	-10.6%	+14.6%	➖ noise
10	datafusion:vortex-file-compressed	-10.3%	+4.4%	-14.1%	+14.6%	✅ faster
10	duckdb:duckdb	-4.2%	+4.4%	-8.2%	+14.6%	➖ noise
10	duckdb:vortex-compact	-3.1%	+4.4%	-7.1%	+14.6%	➖ noise
10	duckdb:vortex-file-compressed	-4.7%	+4.4%	-8.7%	+14.6%	➖ noise
11	datafusion:arrow	-23.8%	+0.8%	-24.4%	+14.6%	✅ faster
11	datafusion:vortex-compact	-11.5%	+0.8%	-12.2%	+14.6%	➖ noise
11	datafusion:vortex-file-compressed	-14.4%	+0.8%	-15.1%	+14.6%	✅ faster
11	duckdb:duckdb	-0.7%	+0.8%	-1.6%	+14.6%	➖ noise
11	duckdb:vortex-compact	-4.0%	+0.8%	-4.8%	+14.6%	➖ noise
11	duckdb:vortex-file-compressed	-3.0%	+0.8%	-3.8%	+14.6%	➖ noise
12	datafusion:arrow	+78.3%	+6.8%	+66.9%	+34.8%	🚨 regression
12	datafusion:vortex-compact	-4.6%	+6.8%	-10.7%	+14.6%	➖ noise
12	datafusion:vortex-file-compressed	-13.3%	+6.8%	-18.9%	+14.6%	✅ faster
12	duckdb:duckdb	-1.5%	+6.8%	-7.8%	+14.6%	➖ noise
12	duckdb:vortex-compact	-1.6%	+6.8%	-7.8%	+14.6%	➖ noise
12	duckdb:vortex-file-compressed	-4.0%	+6.8%	-10.1%	+14.6%	➖ noise
13	datafusion:arrow	-9.4%	+1.6%	-10.8%	+14.6%	➖ noise
13	datafusion:vortex-compact	-8.5%	+1.6%	-9.9%	+14.6%	➖ noise
13	datafusion:vortex-file-compressed	-13.5%	+1.6%	-14.8%	+14.6%	✅ faster
13	duckdb:duckdb	-6.2%	+1.6%	-7.6%	+14.6%	➖ noise
13	duckdb:vortex-compact	-3.3%	+1.6%	-4.8%	+14.6%	➖ noise
13	duckdb:vortex-file-compressed	-4.7%	+1.6%	-6.2%	+14.6%	➖ noise
14	datafusion:arrow	-2.1%	-4.0%	+2.0%	+14.6%	➖ noise
14	datafusion:vortex-compact	-8.4%	-4.0%	-4.5%	+14.6%	➖ noise
14	datafusion:vortex-file-compressed	-10.7%	-4.0%	-6.9%	+14.6%	➖ noise
14	duckdb:duckdb	-3.9%	-4.0%	+0.1%	+14.6%	➖ noise
14	duckdb:vortex-compact	-0.8%	-4.0%	+3.4%	+14.6%	➖ noise
14	duckdb:vortex-file-compressed	-1.1%	-4.0%	+3.1%	+14.6%	➖ noise
15	datafusion:arrow	-9.1%	-1.5%	-7.7%	+14.6%	➖ noise
15	datafusion:vortex-compact	-4.1%	-1.5%	-2.6%	+14.6%	➖ noise
15	datafusion:vortex-file-compressed	-9.0%	-1.5%	-7.7%	+14.6%	➖ noise
15	duckdb:duckdb	-1.3%	-1.5%	+0.1%	+14.6%	➖ noise
15	duckdb:vortex-compact	-5.9%	-1.5%	-4.5%	+14.6%	➖ noise
15	duckdb:vortex-file-compressed	-6.2%	-1.5%	-4.8%	+14.6%	➖ noise
16	datafusion:arrow	-27.6%	-4.2%	-24.5%	+14.6%	✅ faster
16	datafusion:vortex-compact	-2.5%	-4.2%	+1.7%	+14.6%	➖ noise
16	datafusion:vortex-file-compressed	-10.4%	-4.2%	-6.5%	+14.6%	➖ noise
16	duckdb:duckdb	-4.7%	-4.2%	-0.5%	+14.6%	➖ noise
16	duckdb:vortex-compact	-1.1%	-4.2%	+3.2%	+14.6%	➖ noise
16	duckdb:vortex-file-compressed	-5.9%	-4.2%	-1.8%	+14.6%	➖ noise
17	datafusion:arrow	-36.7%	-2.4%	-35.2%	+14.6%	✅ faster
17	datafusion:vortex-compact	-14.9%	-2.4%	-12.9%	+14.6%	✅ faster
17	datafusion:vortex-file-compressed	-19.6%	-2.4%	-17.6%	+14.6%	✅ faster
17	duckdb:duckdb	-1.8%	-2.4%	+0.6%	+14.6%	➖ noise
17	duckdb:vortex-compact	-4.8%	-2.4%	-2.5%	+14.6%	➖ noise
17	duckdb:vortex-file-compressed	-2.2%	-2.4%	+0.2%	+14.6%	➖ noise
18	datafusion:arrow	-17.2%	+0.5%	-17.7%	+14.6%	✅ faster
18	datafusion:vortex-compact	-7.5%	+0.5%	-8.0%	+14.6%	➖ noise
18	datafusion:vortex-file-compressed	-14.4%	+0.5%	-14.9%	+14.6%	✅ faster
18	duckdb:duckdb	-4.8%	+0.5%	-5.3%	+14.6%	➖ noise
18	duckdb:vortex-compact	-4.8%	+0.5%	-5.3%	+14.6%	➖ noise
18	duckdb:vortex-file-compressed	-2.4%	+0.5%	-2.9%	+14.6%	➖ noise
19	datafusion:arrow	-0.6%	+8.8%	-8.7%	+14.6%	➖ noise
19	datafusion:vortex-compact	+70.5%	+8.8%	+56.6%	+14.6%	🚨 regression
19	datafusion:vortex-file-compressed	+6.7%	+8.8%	-2.0%	+14.6%	➖ noise
19	duckdb:duckdb	-2.5%	+8.8%	-10.4%	+14.6%	➖ noise
19	duckdb:vortex-compact	-2.6%	+8.8%	-10.5%	+14.6%	➖ noise
19	duckdb:vortex-file-compressed	-2.3%	+8.8%	-10.2%	+14.6%	➖ noise
20	datafusion:arrow	-10.2%	+6.8%	-16.0%	+14.6%	✅ faster
20	datafusion:vortex-compact	-9.2%	+6.8%	-15.0%	+14.6%	✅ faster
20	datafusion:vortex-file-compressed	-14.0%	+6.8%	-19.4%	+14.6%	✅ faster
20	duckdb:duckdb	-2.0%	+6.8%	-8.2%	+14.6%	➖ noise
20	duckdb:vortex-compact	-6.5%	+6.8%	-12.5%	+14.6%	➖ noise
20	duckdb:vortex-file-compressed	-6.1%	+6.8%	-12.1%	+14.6%	➖ noise
21	datafusion:arrow	-2.6%	+0.0%	-2.6%	+14.6%	➖ noise
21	datafusion:vortex-compact	-12.7%	+0.0%	-12.7%	+14.6%	➖ noise
21	datafusion:vortex-file-compressed	-17.7%	+0.0%	-17.7%	+14.6%	✅ faster
21	duckdb:duckdb	-3.0%	+0.0%	-3.0%	+14.6%	➖ noise
21	duckdb:vortex-compact	-7.3%	+0.0%	-7.3%	+14.6%	➖ noise
21	duckdb:vortex-file-compressed	-4.3%	+0.0%	-4.3%	+14.6%	➖ noise
22	datafusion:arrow	-24.0%	-1.9%	-22.5%	+14.6%	✅ faster
22	datafusion:vortex-compact	-14.8%	-1.9%	-13.1%	+14.6%	✅ faster
22	datafusion:vortex-file-compressed	-14.8%	-1.9%	-13.2%	+14.6%	✅ faster
22	duckdb:duckdb	-4.4%	-1.9%	-2.6%	+14.6%	➖ noise
22	duckdb:vortex-compact	-4.5%	-1.9%	-2.7%	+14.6%	➖ noise
22	duckdb:vortex-file-compressed	+9.4%	-1.9%	+11.4%	+14.6%	➖ noise

github-actions · 2026-05-20T20:42:52Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-05-20T20:43:41Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -8.6%
Vortex (geomean): 0.948x ➖
Parquet (geomean): 1.061x ➖
Shifts: Parquet (control) +6.1% · Median polish +0.5%

datafusion / vortex-file-compressed (0.881x ✅, 18↑ 5↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚨	3352405	1621496	2.07
clickbench_q01/datafusion:vortex-file-compressed 🚨	22531120	18359622	1.23
clickbench_q02/datafusion:vortex-file-compressed	37864145	38565984	0.98
clickbench_q03/datafusion:vortex-file-compressed	43168999	41867916	1.03
clickbench_q04/datafusion:vortex-file-compressed 🚀	236416886	283614393	0.83
clickbench_q05/datafusion:vortex-file-compressed	303066525	302957278	1.00
clickbench_q06/datafusion:vortex-file-compressed 🚨	3282877	1673948	1.96
clickbench_q07/datafusion:vortex-file-compressed 🚨	26045056	22064397	1.18
clickbench_q08/datafusion:vortex-file-compressed	332849932	354604522	0.94
clickbench_q09/datafusion:vortex-file-compressed 🚀	446559238	547143442	0.82
clickbench_q10/datafusion:vortex-file-compressed	70969757	76494101	0.93
clickbench_q11/datafusion:vortex-file-compressed	80749336	84860205	0.95
clickbench_q12/datafusion:vortex-file-compressed	254886174	269418816	0.95
clickbench_q13/datafusion:vortex-file-compressed	405847663	406634094	1.00
clickbench_q14/datafusion:vortex-file-compressed	250161735	248029845	1.01
clickbench_q15/datafusion:vortex-file-compressed 🚀	277800991	321844749	0.86
clickbench_q16/datafusion:vortex-file-compressed	645128445	637407471	1.01
clickbench_q17/datafusion:vortex-file-compressed	647563110	638827369	1.01
clickbench_q18/datafusion:vortex-file-compressed	1316537729	1273381764	1.03
clickbench_q19/datafusion:vortex-file-compressed 🚨	36351482	30709996	1.18
clickbench_q20/datafusion:vortex-file-compressed	350413483	343938407	1.02
clickbench_q21/datafusion:vortex-file-compressed	375881534	369275909	1.02
clickbench_q22/datafusion:vortex-file-compressed	455881067	449074289	1.02
clickbench_q23/datafusion:vortex-file-compressed 🚀	533744167	609933266	0.88
clickbench_q24/datafusion:vortex-file-compressed 🚀	39286892	43887562	0.90
clickbench_q25/datafusion:vortex-file-compressed	73396773	75232353	0.98
clickbench_q26/datafusion:vortex-file-compressed	41956152	44690487	0.94
clickbench_q27/datafusion:vortex-file-compressed	707533039	718548268	0.98
clickbench_q28/datafusion:vortex-file-compressed 🚀	2512480110	6611386107	0.38
clickbench_q29/datafusion:vortex-file-compressed 🚀	48470567	245739867	0.20
clickbench_q30/datafusion:vortex-file-compressed 🚀	220404730	251963427	0.87
clickbench_q31/datafusion:vortex-file-compressed 🚀	237938206	292373563	0.81
clickbench_q32/datafusion:vortex-file-compressed 🚀	1013582008	1332396325	0.76
clickbench_q33/datafusion:vortex-file-compressed	1376479898	1492602054	0.92
clickbench_q34/datafusion:vortex-file-compressed	1367017446	1504413826	0.91
clickbench_q35/datafusion:vortex-file-compressed 🚀	237085316	509236055	0.47
clickbench_q36/datafusion:vortex-file-compressed 🚀	55021653	80682161	0.68
clickbench_q37/datafusion:vortex-file-compressed 🚀	25820100	37274049	0.69
clickbench_q38/datafusion:vortex-file-compressed 🚀	15074200	19953456	0.76
clickbench_q39/datafusion:vortex-file-compressed 🚀	118189283	144189628	0.82
clickbench_q40/datafusion:vortex-file-compressed 🚀	12163354	17874011	0.68
clickbench_q41/datafusion:vortex-file-compressed 🚀	11945073	16067508	0.74
clickbench_q42/datafusion:vortex-file-compressed 🚀	13244551	18189817	0.73

datafusion / parquet (1.164x ❌, 6↑ 12↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚨	25575781	1637078	15.62
clickbench_q01/datafusion:parquet 🚨	41996331	19662048	2.14
clickbench_q02/datafusion:parquet 🚨	67354160	47672431	1.41
clickbench_q03/datafusion:parquet 🚨	57102470	38217072	1.49
clickbench_q04/datafusion:parquet	280744377	293974902	0.95
clickbench_q05/datafusion:parquet	328026879	344749018	0.95
clickbench_q06/datafusion:parquet 🚨	25512920	1578711	16.16
clickbench_q07/datafusion:parquet 🚨	43883259	22547674	1.95
clickbench_q08/datafusion:parquet	347962530	363555778	0.96
clickbench_q09/datafusion:parquet 🚀	483118916	602196321	0.80
clickbench_q10/datafusion:parquet	111780172	103196686	1.08
clickbench_q11/datafusion:parquet	134841285	126719621	1.06
clickbench_q12/datafusion:parquet	318628220	345196184	0.92
clickbench_q13/datafusion:parquet	472566525	505268116	0.94
clickbench_q14/datafusion:parquet	328768239	334440900	0.98
clickbench_q15/datafusion:parquet 🚀	290926655	332433818	0.88
clickbench_q16/datafusion:parquet	654442337	660323539	0.99
clickbench_q17/datafusion:parquet	638284133	655004671	0.97
clickbench_q18/datafusion:parquet	1328303554	1349402494	0.98
clickbench_q19/datafusion:parquet 🚨	56008918	30712784	1.82
clickbench_q20/datafusion:parquet	575287779	596307858	0.96
clickbench_q21/datafusion:parquet	635100059	663883934	0.96
clickbench_q22/datafusion:parquet	908546925	972524816	0.93
clickbench_q23/datafusion:parquet	3958918895	3601921966	1.10
clickbench_q24/datafusion:parquet	76611479	76969337	1.00
clickbench_q25/datafusion:parquet 🚨	152477287	130252418	1.17
clickbench_q26/datafusion:parquet	77397799	85191416	0.91
clickbench_q27/datafusion:parquet	939950920	1022751434	0.92
clickbench_q28/datafusion:parquet 🚀	2641463972	6553014238	0.40
clickbench_q29/datafusion:parquet 🚀	69246884	241213419	0.29
clickbench_q30/datafusion:parquet	334310338	320826989	1.04
clickbench_q31/datafusion:parquet	365438704	359061343	1.02
clickbench_q32/datafusion:parquet	1088108637	1153437234	0.94
clickbench_q33/datafusion:parquet	1509848772	1466147363	1.03
clickbench_q34/datafusion:parquet	1496374856	1459465088	1.03
clickbench_q35/datafusion:parquet 🚀	268616884	459373404	0.58
clickbench_q36/datafusion:parquet	127963160	140782259	0.91
clickbench_q37/datafusion:parquet 🚨	67563698	56490017	1.20
clickbench_q38/datafusion:parquet	86486196	81705774	1.06
clickbench_q39/datafusion:parquet 🚀	225400183	256354198	0.88
clickbench_q40/datafusion:parquet 🚨	47877589	29682843	1.61
clickbench_q41/datafusion:parquet 🚨	46944318	27556069	1.70
clickbench_q42/datafusion:parquet 🚨	48107128	29250707	1.64

duckdb / vortex-file-compressed (1.020x ➖, 0↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6410752	7009411	0.91
clickbench_q01/duckdb:vortex-file-compressed	12352604	11996200	1.03
clickbench_q02/duckdb:vortex-file-compressed	26347692	24416071	1.08
clickbench_q03/duckdb:vortex-file-compressed	29883665	30741284	0.97
clickbench_q04/duckdb:vortex-file-compressed	190207813	187507891	1.01
clickbench_q05/duckdb:vortex-file-compressed	182040251	171706898	1.06
clickbench_q06/duckdb:vortex-file-compressed	20786430	20042896	1.04
clickbench_q07/duckdb:vortex-file-compressed	15575661	15486823	1.01
clickbench_q08/duckdb:vortex-file-compressed	270621743	265913206	1.02
clickbench_q09/duckdb:vortex-file-compressed	340572056	341669342	1.00
clickbench_q10/duckdb:vortex-file-compressed	69832814	68481151	1.02
clickbench_q11/duckdb:vortex-file-compressed	78494980	76944416	1.02
clickbench_q12/duckdb:vortex-file-compressed	199993852	192809405	1.04
clickbench_q13/duckdb:vortex-file-compressed	409642163	406133918	1.01
clickbench_q14/duckdb:vortex-file-compressed	233669938	227843640	1.03
clickbench_q15/duckdb:vortex-file-compressed	243077203	242345464	1.00
clickbench_q16/duckdb:vortex-file-compressed	537737898	520860821	1.03
clickbench_q17/duckdb:vortex-file-compressed	436051356	420464675	1.04
clickbench_q18/duckdb:vortex-file-compressed	960365413	933457401	1.03
clickbench_q19/duckdb:vortex-file-compressed	22286721	21031584	1.06
clickbench_q20/duckdb:vortex-file-compressed	338977168	330231413	1.03
clickbench_q21/duckdb:vortex-file-compressed	361263350	360958251	1.00
clickbench_q22/duckdb:vortex-file-compressed 🚨	633837769	573316181	1.11
clickbench_q23/duckdb:vortex-file-compressed	190153670	198986871	0.96
clickbench_q24/duckdb:vortex-file-compressed 🚨	37739569	33898990	1.11
clickbench_q25/duckdb:vortex-file-compressed	73904888	70419226	1.05
clickbench_q26/duckdb:vortex-file-compressed	41999228	39216738	1.07
clickbench_q27/duckdb:vortex-file-compressed	479730794	471726177	1.02
clickbench_q28/duckdb:vortex-file-compressed	3019623502	2989248247	1.01
clickbench_q29/duckdb:vortex-file-compressed	28620792	27893311	1.03
clickbench_q30/duckdb:vortex-file-compressed	192587461	189537047	1.02
clickbench_q31/duckdb:vortex-file-compressed	285392627	283473561	1.01
clickbench_q32/duckdb:vortex-file-compressed	1121294241	1101054201	1.02
clickbench_q33/duckdb:vortex-file-compressed	1077911664	1061904032	1.02
clickbench_q34/duckdb:vortex-file-compressed	1179300566	1151975415	1.02
clickbench_q35/duckdb:vortex-file-compressed	375492591	378938811	0.99
clickbench_q36/duckdb:vortex-file-compressed	27447448	26966191	1.02
clickbench_q37/duckdb:vortex-file-compressed	20640256	19315380	1.07
clickbench_q38/duckdb:vortex-file-compressed	21116394	20231143	1.04
clickbench_q39/duckdb:vortex-file-compressed	41453451	44863244	0.92
clickbench_q40/duckdb:vortex-file-compressed	19939520	20515240	0.97
clickbench_q41/duckdb:vortex-file-compressed	19685239	19331254	1.02
clickbench_q42/duckdb:vortex-file-compressed	21646450	21498392	1.01

duckdb / parquet (0.967x ➖, 2↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	23704773	23068802	1.03
clickbench_q01/duckdb:parquet	30501030	30492473	1.00
clickbench_q02/duckdb:parquet	49517720	52961872	0.93
clickbench_q03/duckdb:parquet	39816960	42159098	0.94
clickbench_q04/duckdb:parquet	204159238	219022756	0.93
clickbench_q05/duckdb:parquet	260650741	280495528	0.93
clickbench_q06/duckdb:parquet	46525488	48739330	0.95
clickbench_q07/duckdb:parquet	31643645	31769329	1.00
clickbench_q08/duckdb:parquet	276689060	297070787	0.93
clickbench_q09/duckdb:parquet	406877783	438040309	0.93
clickbench_q10/duckdb:parquet	82462340	89108984	0.93
clickbench_q11/duckdb:parquet	100708204	108898739	0.92
clickbench_q12/duckdb:parquet	284325183	306811075	0.93
clickbench_q13/duckdb:parquet	477212342	523129712	0.91
clickbench_q14/duckdb:parquet	320055387	346458731	0.92
clickbench_q15/duckdb:parquet	261169567	287412163	0.91
clickbench_q16/duckdb:parquet 🚀	597028280	665697177	0.90
clickbench_q17/duckdb:parquet	502423063	556702280	0.90
clickbench_q18/duckdb:parquet	1052507230	1150327748	0.91
clickbench_q19/duckdb:parquet	28502264	29696019	0.96
clickbench_q20/duckdb:parquet 🚀	415762131	462206528	0.90
clickbench_q21/duckdb:parquet	530252736	585841131	0.91
clickbench_q22/duckdb:parquet	917441882	989001393	0.93
clickbench_q23/duckdb:parquet	269304211	281467078	0.96
clickbench_q24/duckdb:parquet	71345710	73195977	0.97
clickbench_q25/duckdb:parquet	163493702	171980366	0.95
clickbench_q26/duckdb:parquet	58689120	57611308	1.02
clickbench_q27/duckdb:parquet	654837350	680914648	0.96
clickbench_q28/duckdb:parquet	4912503387	4875219396	1.01
clickbench_q29/duckdb:parquet	42774241	42281313	1.01
clickbench_q30/duckdb:parquet	315198247	311396756	1.01
clickbench_q31/duckdb:parquet	375963606	375431707	1.00
clickbench_q32/duckdb:parquet	1112404010	1107624417	1.00
clickbench_q33/duckdb:parquet	1116439955	1100481490	1.01
clickbench_q34/duckdb:parquet	1161600844	1143427097	1.02
clickbench_q35/duckdb:parquet	373435234	380584860	0.98
clickbench_q36/duckdb:parquet	49619387	51040427	0.97
clickbench_q37/duckdb:parquet	33230707	33779160	0.98
clickbench_q38/duckdb:parquet	36115623	35386313	1.02
clickbench_q39/duckdb:parquet	79366727	78076742	1.02
clickbench_q40/duckdb:parquet	20941038	19867702	1.05
clickbench_q41/duckdb:parquet	21594248	20101770	1.07
clickbench_q42/duckdb:parquet	23647661	21675246	1.09

duckdb / duckdb (1.014x ➖, 1↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚨	18958448	17078497	1.11
clickbench_q01/duckdb:duckdb	36360924	34326300	1.06
clickbench_q02/duckdb:duckdb	54421119	51843871	1.05
clickbench_q03/duckdb:duckdb	57373011	55881705	1.03
clickbench_q04/duckdb:duckdb	219533246	210591713	1.04
clickbench_q05/duckdb:duckdb	284399891	283269299	1.00
clickbench_q06/duckdb:duckdb	36031741	33408997	1.08
clickbench_q07/duckdb:duckdb	36159245	35206844	1.03
clickbench_q08/duckdb:duckdb	278355119	274064208	1.02
clickbench_q09/duckdb:duckdb	394359877	393751779	1.00
clickbench_q10/duckdb:duckdb	117266786	117353149	1.00
clickbench_q11/duckdb:duckdb	126004423	126459402	1.00
clickbench_q12/duckdb:duckdb	263048847	258267766	1.02
clickbench_q13/duckdb:duckdb	442574833	444678476	1.00
clickbench_q14/duckdb:duckdb	288245704	286447663	1.01
clickbench_q15/duckdb:duckdb	247174108	245831174	1.01
clickbench_q16/duckdb:duckdb	563611426	566090488	1.00
clickbench_q17/duckdb:duckdb	475532046	473031952	1.01
clickbench_q18/duckdb:duckdb	989495097	1013333029	0.98
clickbench_q19/duckdb:duckdb	35727155	35152081	1.02
clickbench_q20/duckdb:duckdb	465658352	494766069	0.94
clickbench_q21/duckdb:duckdb	473320327	478654973	0.99
clickbench_q22/duckdb:duckdb	556351163	545126313	1.02
clickbench_q23/duckdb:duckdb	257793669	253558172	1.02
clickbench_q24/duckdb:duckdb	62169102	61588400	1.01
clickbench_q25/duckdb:duckdb	150178707	148528529	1.01
clickbench_q26/duckdb:duckdb	62967636	63425621	0.99
clickbench_q27/duckdb:duckdb	555076077	551130379	1.01
clickbench_q28/duckdb:duckdb	4541618196	4494283221	1.01
clickbench_q29/duckdb:duckdb	51789840	50332612	1.03
clickbench_q30/duckdb:duckdb	278390919	279489195	1.00
clickbench_q31/duckdb:duckdb	368933860	366936733	1.01
clickbench_q32/duckdb:duckdb	1132282552	1123687041	1.01
clickbench_q33/duckdb:duckdb	1135589584	1116587522	1.02
clickbench_q34/duckdb:duckdb	1212540520	1197337413	1.01
clickbench_q35/duckdb:duckdb	302779418	304007432	1.00
clickbench_q36/duckdb:duckdb 🚀	49058422	54616221	0.90
clickbench_q37/duckdb:duckdb	29658295	28964508	1.02
clickbench_q38/duckdb:duckdb	34350341	33207349	1.03
clickbench_q39/duckdb:duckdb	80367099	78990989	1.02
clickbench_q40/duckdb:duckdb	28768964	28073795	1.02
clickbench_q41/duckdb:duckdb	28460038	27111167	1.05
clickbench_q42/duckdb:duckdb 🚨	32079781	29094209	1.10

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+106.7%	+300.7%	-48.4%	+482.6%	➖ noise
0	duckdb:duckdb	+11.0%	+300.7%	-72.3%	+160.5%	✅ faster
0	duckdb:vortex-file-compressed	-8.5%	+300.7%	-77.2%	+322.1%	✅ faster
1	datafusion:vortex-file-compressed	+22.7%	+46.2%	-16.0%	+144.3%	➖ noise
1	duckdb:duckdb	+5.9%	+46.2%	-27.5%	+144.3%	➖ noise
1	duckdb:vortex-file-compressed	+3.0%	+46.2%	-29.6%	+144.3%	➖ noise
2	datafusion:vortex-file-compressed	-1.8%	+14.9%	-14.6%	+144.3%	➖ noise
2	duckdb:duckdb	+5.0%	+14.9%	-8.7%	+144.3%	➖ noise
2	duckdb:vortex-file-compressed	+7.9%	+14.9%	-6.1%	+144.3%	➖ noise
3	datafusion:vortex-file-compressed	+3.1%	+18.8%	-13.2%	+144.3%	➖ noise
3	duckdb:duckdb	+2.7%	+18.8%	-13.6%	+144.3%	➖ noise
3	duckdb:vortex-file-compressed	-2.8%	+18.8%	-18.2%	+144.3%	➖ noise
4	datafusion:vortex-file-compressed	-16.6%	-5.7%	-11.6%	+144.3%	➖ noise
4	duckdb:duckdb	+4.2%	-5.7%	+10.5%	+144.3%	➖ noise
4	duckdb:vortex-file-compressed	+1.4%	-5.7%	+7.5%	+144.3%	➖ noise
5	datafusion:vortex-file-compressed	+0.0%	-6.0%	+6.4%	+144.3%	➖ noise
5	duckdb:duckdb	+0.4%	-6.0%	+6.8%	+144.3%	➖ noise
5	duckdb:vortex-file-compressed	+6.0%	-6.0%	+12.7%	+144.3%	➖ noise
6	datafusion:vortex-file-compressed	+96.1%	+292.8%	-50.1%	+144.3%	➖ noise
6	duckdb:duckdb	+7.9%	+292.8%	-72.5%	+144.3%	✅ faster
6	duckdb:vortex-file-compressed	+3.7%	+292.8%	-73.6%	+144.3%	✅ faster
7	datafusion:vortex-file-compressed	+18.0%	+39.2%	-15.2%	+144.3%	➖ noise
7	duckdb:duckdb	+2.7%	+39.2%	-26.2%	+144.3%	➖ noise
7	duckdb:vortex-file-compressed	+0.6%	+39.2%	-27.8%	+144.3%	➖ noise
8	datafusion:vortex-file-compressed	-6.1%	-5.6%	-0.6%	+144.3%	➖ noise
8	duckdb:duckdb	+1.6%	-5.6%	+7.6%	+144.3%	➖ noise
8	duckdb:vortex-file-compressed	+1.8%	-5.6%	+7.8%	+144.3%	➖ noise
9	datafusion:vortex-file-compressed	-18.4%	-13.7%	-5.5%	+144.3%	➖ noise
9	duckdb:duckdb	+0.2%	-13.7%	+16.0%	+144.3%	➖ noise
9	duckdb:vortex-file-compressed	-0.3%	-13.7%	+15.5%	+144.3%	➖ noise
10	datafusion:vortex-file-compressed	-7.2%	+0.1%	-7.3%	+144.3%	➖ noise
10	duckdb:duckdb	-0.1%	+0.1%	-0.2%	+144.3%	➖ noise
10	duckdb:vortex-file-compressed	+2.0%	+0.1%	+1.9%	+144.3%	➖ noise
11	datafusion:vortex-file-compressed	-4.8%	-0.8%	-4.1%	+144.3%	➖ noise
11	duckdb:duckdb	-0.4%	-0.8%	+0.4%	+144.3%	➖ noise
11	duckdb:vortex-file-compressed	+2.0%	-0.8%	+2.8%	+144.3%	➖ noise
12	datafusion:vortex-file-compressed	-5.4%	-7.5%	+2.3%	+144.3%	➖ noise
12	duckdb:duckdb	+1.9%	-7.5%	+10.1%	+144.3%	➖ noise
12	duckdb:vortex-file-compressed	+3.7%	-7.5%	+12.2%	+144.3%	➖ noise
13	datafusion:vortex-file-compressed	-0.2%	-7.6%	+8.1%	+144.3%	➖ noise
13	duckdb:duckdb	-0.5%	-7.6%	+7.8%	+144.3%	➖ noise
13	duckdb:vortex-file-compressed	+0.9%	-7.6%	+9.2%	+144.3%	➖ noise
14	datafusion:vortex-file-compressed	+0.9%	-4.7%	+5.8%	+144.3%	➖ noise
14	duckdb:duckdb	+0.6%	-4.7%	+5.6%	+144.3%	➖ noise
14	duckdb:vortex-file-compressed	+2.6%	-4.7%	+7.6%	+144.3%	➖ noise
15	datafusion:vortex-file-compressed	-13.7%	-10.8%	-3.2%	+144.3%	➖ noise
15	duckdb:duckdb	+0.5%	-10.8%	+12.8%	+144.3%	➖ noise
15	duckdb:vortex-file-compressed	+0.3%	-10.8%	+12.5%	+144.3%	➖ noise
16	datafusion:vortex-file-compressed	+1.2%	-5.7%	+7.4%	+144.3%	➖ noise
16	duckdb:duckdb	-0.4%	-5.7%	+5.6%	+144.3%	➖ noise
16	duckdb:vortex-file-compressed	+3.2%	-5.7%	+9.5%	+144.3%	➖ noise
17	datafusion:vortex-file-compressed	+1.4%	-6.2%	+8.1%	+144.3%	➖ noise
17	duckdb:duckdb	+0.5%	-6.2%	+7.2%	+144.3%	➖ noise
17	duckdb:vortex-file-compressed	+3.7%	-6.2%	+10.6%	+144.3%	➖ noise
18	datafusion:vortex-file-compressed	+3.4%	-5.1%	+8.9%	+144.3%	➖ noise
18	duckdb:duckdb	-2.4%	-5.1%	+2.9%	+144.3%	➖ noise
18	duckdb:vortex-file-compressed	+2.9%	-5.1%	+8.4%	+144.3%	➖ noise
19	datafusion:vortex-file-compressed	+18.4%	+32.3%	-10.5%	+144.3%	➖ noise
19	duckdb:duckdb	+1.6%	+32.3%	-23.2%	+144.3%	➖ noise
19	duckdb:vortex-file-compressed	+6.0%	+32.3%	-19.9%	+144.3%	➖ noise
20	datafusion:vortex-file-compressed	+1.9%	-6.8%	+9.4%	+203.5%	➖ noise
20	duckdb:duckdb	-5.9%	-6.8%	+1.0%	+144.3%	➖ noise
20	duckdb:vortex-file-compressed	+2.6%	-6.8%	+10.2%	+144.3%	➖ noise
21	datafusion:vortex-file-compressed	+1.8%	-6.9%	+9.4%	+144.3%	➖ noise
21	duckdb:duckdb	-1.1%	-6.9%	+6.3%	+144.3%	➖ noise
21	duckdb:vortex-file-compressed	+0.1%	-6.9%	+7.6%	+144.3%	➖ noise
22	datafusion:vortex-file-compressed	+1.5%	-6.9%	+9.0%	+144.3%	➖ noise
22	duckdb:duckdb	+2.1%	-6.9%	+9.6%	+144.3%	➖ noise
22	duckdb:vortex-file-compressed	+10.6%	-6.9%	+18.8%	+144.3%	➖ noise
23	datafusion:vortex-file-compressed	-12.5%	+2.5%	-14.7%	+144.3%	➖ noise
23	duckdb:duckdb	+1.7%	+2.5%	-0.9%	+144.3%	➖ noise
23	duckdb:vortex-file-compressed	-4.4%	+2.5%	-6.8%	+144.3%	➖ noise
24	datafusion:vortex-file-compressed	-10.5%	-1.5%	-9.1%	+144.3%	➖ noise
24	duckdb:duckdb	+0.9%	-1.5%	+2.5%	+144.3%	➖ noise
24	duckdb:vortex-file-compressed	+11.3%	-1.5%	+13.0%	+144.3%	➖ noise
25	datafusion:vortex-file-compressed	-2.4%	+5.5%	-7.5%	+144.3%	➖ noise
25	duckdb:duckdb	+1.1%	+5.5%	-4.2%	+144.3%	➖ noise
25	duckdb:vortex-file-compressed	+4.9%	+5.5%	-0.5%	+144.3%	➖ noise
26	datafusion:vortex-file-compressed	-6.1%	-3.8%	-2.4%	+144.3%	➖ noise
26	duckdb:duckdb	-0.7%	-3.8%	+3.2%	+144.3%	➖ noise
26	duckdb:vortex-file-compressed	+7.1%	-3.8%	+11.3%	+144.3%	➖ noise
27	datafusion:vortex-file-compressed	-1.5%	-6.0%	+4.7%	+144.3%	➖ noise
27	duckdb:duckdb	+0.7%	-6.0%	+7.1%	+144.3%	➖ noise
27	duckdb:vortex-file-compressed	+1.7%	-6.0%	+8.2%	+144.3%	➖ noise
28	datafusion:vortex-file-compressed	-62.0%	-36.3%	-40.4%	+144.3%	➖ noise
28	duckdb:duckdb	+1.1%	-36.3%	+58.6%	+144.3%	➖ noise
28	duckdb:vortex-file-compressed	+1.0%	-36.3%	+58.5%	+144.3%	➖ noise
29	datafusion:vortex-file-compressed	-80.3%	-46.1%	-63.4%	+144.3%	✅ faster
29	duckdb:duckdb	+2.9%	-46.1%	+90.9%	+144.3%	➖ noise
29	duckdb:vortex-file-compressed	+2.6%	-46.1%	+90.4%	+144.3%	➖ noise
30	datafusion:vortex-file-compressed	-12.5%	+2.7%	-14.8%	+144.3%	➖ noise
30	duckdb:duckdb	-0.4%	+2.7%	-3.0%	+144.3%	➖ noise
30	duckdb:vortex-file-compressed	+1.6%	+2.7%	-1.1%	+144.3%	➖ noise
31	datafusion:vortex-file-compressed	-18.6%	+1.0%	-19.4%	+144.3%	➖ noise
31	duckdb:duckdb	+0.5%	+1.0%	-0.4%	+144.3%	➖ noise
31	duckdb:vortex-file-compressed	+0.7%	+1.0%	-0.3%	+144.3%	➖ noise
32	datafusion:vortex-file-compressed	-23.9%	-2.7%	-21.8%	+144.3%	➖ noise
32	duckdb:duckdb	+0.8%	-2.7%	+3.5%	+144.3%	➖ noise
32	duckdb:vortex-file-compressed	+1.8%	-2.7%	+4.6%	+144.3%	➖ noise
33	datafusion:vortex-file-compressed	-7.8%	+2.2%	-9.8%	+144.3%	➖ noise
33	duckdb:duckdb	+1.7%	+2.2%	-0.5%	+144.3%	➖ noise
33	duckdb:vortex-file-compressed	+1.5%	+2.2%	-0.7%	+144.3%	➖ noise
34	datafusion:vortex-file-compressed	-9.1%	+2.1%	-11.0%	+144.3%	➖ noise
34	duckdb:duckdb	+1.3%	+2.1%	-0.8%	+144.3%	➖ noise
34	duckdb:vortex-file-compressed	+2.4%	+2.1%	+0.3%	+144.3%	➖ noise
35	datafusion:vortex-file-compressed	-53.4%	-24.3%	-38.5%	+144.3%	➖ noise
35	duckdb:duckdb	-0.4%	-24.3%	+31.5%	+144.3%	➖ noise
35	duckdb:vortex-file-compressed	-0.9%	-24.3%	+30.8%	+144.3%	➖ noise
36	datafusion:vortex-file-compressed	-31.8%	-6.0%	-27.5%	+144.3%	➖ noise
36	duckdb:duckdb	-10.2%	-6.0%	-4.4%	+144.3%	➖ noise
36	duckdb:vortex-file-compressed	+1.8%	-6.0%	+8.3%	+144.3%	➖ noise
37	datafusion:vortex-file-compressed	-30.7%	+8.5%	-36.1%	+144.3%	➖ noise
37	duckdb:duckdb	+2.4%	+8.5%	-5.6%	+144.3%	➖ noise
37	duckdb:vortex-file-compressed	+6.9%	+8.5%	-1.5%	+144.3%	➖ noise
38	datafusion:vortex-file-compressed	-24.5%	+3.9%	-27.3%	+144.3%	➖ noise
38	duckdb:duckdb	+3.4%	+3.9%	-0.5%	+144.3%	➖ noise
38	duckdb:vortex-file-compressed	+4.4%	+3.9%	+0.4%	+144.3%	➖ noise
39	datafusion:vortex-file-compressed	-18.0%	-5.5%	-13.3%	+144.3%	➖ noise
39	duckdb:duckdb	+1.7%	-5.5%	+7.6%	+144.3%	➖ noise
39	duckdb:vortex-file-compressed	-7.6%	-5.5%	-2.3%	+144.3%	➖ noise
40	datafusion:vortex-file-compressed	-31.9%	+30.4%	-47.8%	+144.3%	➖ noise
40	duckdb:duckdb	+2.5%	+30.4%	-21.4%	+144.3%	➖ noise
40	duckdb:vortex-file-compressed	-2.8%	+30.4%	-25.5%	+144.3%	➖ noise
41	datafusion:vortex-file-compressed	-25.7%	+35.3%	-45.0%	+144.3%	➖ noise
41	duckdb:duckdb	+5.0%	+35.3%	-22.4%	+144.3%	➖ noise
41	duckdb:vortex-file-compressed	+1.8%	+35.3%	-24.7%	+144.3%	➖ noise
42	datafusion:vortex-file-compressed	-27.2%	+34.0%	-45.6%	+144.3%	➖ noise
42	duckdb:duckdb	+10.3%	+34.0%	-17.7%	+144.3%	➖ noise
42	duckdb:vortex-file-compressed	+0.7%	+34.0%	-24.8%	+144.3%	➖ noise

github-actions · 2026-05-20T20:43:43Z

File Sizes: Clickbench on NVME

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

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

Totals:

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

github-actions · 2026-05-20T20:46:34Z

🚨🚨🚨❌❌❌ SQL BENCHMARK FAILED ❌❌❌🚨🚨🚨

Benchmark TPC-H SF=1 on S3 failed! Check the workflow run for details.

github-actions · 2026-05-20T20:51:08Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.7%
Vortex (geomean): 0.965x ➖
Parquet (geomean): 0.959x ➖
Shifts: Parquet (control) -4.1% · Median polish -4.0%

datafusion / vortex-file-compressed (0.907x ➖, 1↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	724164549	802088693	0.90
tpch_q02/datafusion:vortex-file-compressed	821624399	1167635077	0.70
tpch_q03/datafusion:vortex-file-compressed	825373914	1065009998	0.77
tpch_q04/datafusion:vortex-file-compressed	600587991	630625506	0.95
tpch_q05/datafusion:vortex-file-compressed	1126250909	1065655473	1.06
tpch_q06/datafusion:vortex-file-compressed	681276701	615599881	1.11
tpch_q07/datafusion:vortex-file-compressed	966892211	1194168733	0.81
tpch_q08/datafusion:vortex-file-compressed	1291633910	1563737489	0.83
tpch_q09/datafusion:vortex-file-compressed 🚀	1188242587	1729928757	0.69
tpch_q10/datafusion:vortex-file-compressed	955031519	1167227750	0.82
tpch_q11/datafusion:vortex-file-compressed	535393492	596746146	0.90
tpch_q12/datafusion:vortex-file-compressed	741295137	872706293	0.85
tpch_q13/datafusion:vortex-file-compressed	399828710	455585409	0.88
tpch_q14/datafusion:vortex-file-compressed	461600673	578106369	0.80
tpch_q15/datafusion:vortex-file-compressed	868676294	1038603163	0.84
tpch_q16/datafusion:vortex-file-compressed	437012186	480801412	0.91
tpch_q17/datafusion:vortex-file-compressed	1508704421	1222660048	1.23
tpch_q18/datafusion:vortex-file-compressed	1497841780	1318682835	1.14
tpch_q19/datafusion:vortex-file-compressed	1030737999	915210011	1.13
tpch_q20/datafusion:vortex-file-compressed	1024779748	970044998	1.06
tpch_q21/datafusion:vortex-file-compressed	1762157612	1636351065	1.08
tpch_q22/datafusion:vortex-file-compressed	446726550	581119412	0.77

datafusion / vortex-compact (1.036x ➖, 0↑ 2↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	703772307	728966770	0.97
tpch_q02/datafusion:vortex-compact 🚨	877479048	650149861	1.35
tpch_q03/datafusion:vortex-compact	762164998	786559542	0.97
tpch_q04/datafusion:vortex-compact	409940953	510635311	0.80
tpch_q05/datafusion:vortex-compact	758826071	900974173	0.84
tpch_q06/datafusion:vortex-compact	573657961	570174722	1.01
tpch_q07/datafusion:vortex-compact	1220027086	1062280630	1.15
tpch_q08/datafusion:vortex-compact	1236925919	1191421137	1.04
tpch_q09/datafusion:vortex-compact	1180635092	1388983387	0.85
tpch_q10/datafusion:vortex-compact	1070766296	1002085738	1.07
tpch_q11/datafusion:vortex-compact	496242143	536677009	0.92
tpch_q12/datafusion:vortex-compact	915455208	808604858	1.13
tpch_q13/datafusion:vortex-compact	548756414	452884222	1.21
tpch_q14/datafusion:vortex-compact	692427381	700600540	0.99
tpch_q15/datafusion:vortex-compact	968989822	1074286468	0.90
tpch_q16/datafusion:vortex-compact	405240429	352103926	1.15
tpch_q17/datafusion:vortex-compact	1064947531	1215636172	0.88
tpch_q18/datafusion:vortex-compact	1089130754	1089707941	1.00
tpch_q19/datafusion:vortex-compact	985474583	819058677	1.20
tpch_q20/datafusion:vortex-compact	856994998	814773240	1.05
tpch_q21/datafusion:vortex-compact	1635135653	1580882373	1.03
tpch_q22/datafusion:vortex-compact 🚨	733386936	471848194	1.55

datafusion / parquet (0.965x ➖, 2↑ 3↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	872582935	887707491	0.98
tpch_q02/datafusion:parquet	958259034	1031290799	0.93
tpch_q03/datafusion:parquet	1229831553	1608415199	0.76
tpch_q04/datafusion:parquet	562790407	509692466	1.10
tpch_q05/datafusion:parquet	1279485607	1295490183	0.99
tpch_q06/datafusion:parquet	625486964	551172254	1.13
tpch_q07/datafusion:parquet	1250366752	1388553484	0.90
tpch_q08/datafusion:parquet	1556393074	1986285622	0.78
tpch_q09/datafusion:parquet	1859064390	1797089119	1.03
tpch_q10/datafusion:parquet	2429996767	2783172322	0.87
tpch_q11/datafusion:parquet	938161342	1008131667	0.93
tpch_q12/datafusion:parquet 🚨	1068903351	765994008	1.40
tpch_q13/datafusion:parquet 🚨	1093976490	766180379	1.43
tpch_q14/datafusion:parquet 🚨	1236003023	768411822	1.61
tpch_q15/datafusion:parquet	1411361358	1349647557	1.05
tpch_q16/datafusion:parquet	394413826	440646888	0.90
tpch_q17/datafusion:parquet	1377478055	1520496579	0.91
tpch_q18/datafusion:parquet	1567861997	1755300656	0.89
tpch_q19/datafusion:parquet	1060378976	1254284506	0.85
tpch_q20/datafusion:parquet 🚀	1332223530	2059969235	0.65
tpch_q21/datafusion:parquet	1992861120	1926869838	1.03
tpch_q22/datafusion:parquet 🚀	813578477	1251174405	0.65

duckdb / vortex-file-compressed (0.947x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	603130669	597454905	1.01
tpch_q02/duckdb:vortex-file-compressed	1253881900	1259950064	1.00
tpch_q03/duckdb:vortex-file-compressed	987270606	946821311	1.04
tpch_q04/duckdb:vortex-file-compressed	834361355	794538877	1.05
tpch_q05/duckdb:vortex-file-compressed	1270291449	1248537504	1.02
tpch_q06/duckdb:vortex-file-compressed	601713896	600810078	1.00
tpch_q07/duckdb:vortex-file-compressed	1291484365	1361006118	0.95
tpch_q08/duckdb:vortex-file-compressed	1507248631	1643194393	0.92
tpch_q09/duckdb:vortex-file-compressed	1835821456	1840778769	1.00
tpch_q10/duckdb:vortex-file-compressed	1181587413	1281592228	0.92
tpch_q11/duckdb:vortex-file-compressed	700130940	874906703	0.80
tpch_q12/duckdb:vortex-file-compressed	1320520455	1396709782	0.95
tpch_q13/duckdb:vortex-file-compressed	983610591	1106071152	0.89
tpch_q14/duckdb:vortex-file-compressed	647927014	686502170	0.94
tpch_q15/duckdb:vortex-file-compressed	517725887	568873976	0.91
tpch_q16/duckdb:vortex-file-compressed	444703520	525489281	0.85
tpch_q17/duckdb:vortex-file-compressed	1050648048	1046061172	1.00
tpch_q18/duckdb:vortex-file-compressed	964801334	1114873116	0.87
tpch_q19/duckdb:vortex-file-compressed	759408947	800588684	0.95
tpch_q20/duckdb:vortex-file-compressed	1127509533	1190983818	0.95
tpch_q21/duckdb:vortex-file-compressed	2041229362	2006416543	1.02
tpch_q22/duckdb:vortex-file-compressed	523608223	600025013	0.87

duckdb / vortex-compact (0.975x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	580110698	613302464	0.95
tpch_q02/duckdb:vortex-compact	1082537924	1081169439	1.00
tpch_q03/duckdb:vortex-compact	848999781	921455955	0.92
tpch_q04/duckdb:vortex-compact	638794639	590893301	1.08
tpch_q05/duckdb:vortex-compact	1109958476	1240345548	0.89
tpch_q06/duckdb:vortex-compact	596784864	570259737	1.05
tpch_q07/duckdb:vortex-compact	1137524997	1273797203	0.89
tpch_q08/duckdb:vortex-compact	1470404025	1583728124	0.93
tpch_q09/duckdb:vortex-compact	1701325360	1643759682	1.04
tpch_q10/duckdb:vortex-compact	1047883157	1156450252	0.91
tpch_q11/duckdb:vortex-compact	721330880	829682981	0.87
tpch_q12/duckdb:vortex-compact	1266710605	1139948932	1.11
tpch_q13/duckdb:vortex-compact	924489585	857548772	1.08
tpch_q14/duckdb:vortex-compact	715197857	659757473	1.08
tpch_q15/duckdb:vortex-compact	537233948	570488368	0.94
tpch_q16/duckdb:vortex-compact	379176621	447701294	0.85
tpch_q17/duckdb:vortex-compact	954292510	921779902	1.04
tpch_q18/duckdb:vortex-compact	905879611	880479288	1.03
tpch_q19/duckdb:vortex-compact	801646605	730404261	1.10
tpch_q20/duckdb:vortex-compact	1236962776	1359623339	0.91
tpch_q21/duckdb:vortex-compact	1685079347	1829194981	0.92
tpch_q22/duckdb:vortex-compact	469268933	494095764	0.95

duckdb / parquet (0.952x ➖, 0↑ 0↓)

name	PR `dfd1f68` (ns)	base `19a1fb3` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	986204800	955126078	1.03
tpch_q02/duckdb:parquet	1362153586	1567557222	0.87
tpch_q03/duckdb:parquet	1894102973	2168441766	0.87
tpch_q04/duckdb:parquet	1270659518	1255316499	1.01
tpch_q05/duckdb:parquet	1966227598	1900564966	1.03
tpch_q06/duckdb:parquet	971724328	1023179895	0.95
tpch_q07/duckdb:parquet	1960743963	2224210921	0.88
tpch_q08/duckdb:parquet	2744018739	2792549772	0.98
tpch_q09/duckdb:parquet	2702315055	3034564509	0.89
tpch_q10/duckdb:parquet	3312049967	3410610694	0.97
tpch_q11/duckdb:parquet	1047119907	1098153555	0.95
tpch_q12/duckdb:parquet	1269188309	1427622071	0.89
tpch_q13/duckdb:parquet	1378962897	1529464021	0.90
tpch_q14/duckdb:parquet	1485737359	1339188513	1.11
tpch_q15/duckdb:parquet	1037567457	975773955	1.06
tpch_q16/duckdb:parquet	876532745	1036440175	0.85
tpch_q17/duckdb:parquet	1307862865	1476077325	0.89
tpch_q18/duckdb:parquet	1676846048	1675199948	1.00
tpch_q19/duckdb:parquet	1557024499	1705803014	0.91
tpch_q20/duckdb:parquet	2167893981	2017698474	1.07
tpch_q21/duckdb:parquet	1997010847	2015520176	0.99
tpch_q22/duckdb:parquet	1134460159	1270433044	0.89

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-3.5%	+0.7%	-4.2%	+43.3%	➖ noise
1	datafusion:vortex-file-compressed	-9.7%	+0.7%	-10.4%	+42.4%	➖ noise
1	duckdb:vortex-compact	-5.4%	+0.7%	-6.1%	+38.3%	➖ noise
1	duckdb:vortex-file-compressed	+0.9%	+0.7%	+0.2%	+38.3%	➖ noise
2	datafusion:vortex-compact	+35.0%	-10.1%	+50.2%	+38.3%	🚨 regression
2	datafusion:vortex-file-compressed	-29.6%	-10.1%	-21.7%	+38.3%	➖ noise
2	duckdb:vortex-compact	+0.1%	-10.1%	+11.4%	+38.3%	➖ noise
2	duckdb:vortex-file-compressed	-0.5%	-10.1%	+10.8%	+38.3%	➖ noise
3	datafusion:vortex-compact	-3.1%	-18.3%	+18.6%	+50.0%	➖ noise
3	datafusion:vortex-file-compressed	-22.5%	-18.3%	-5.2%	+46.4%	➖ noise
3	duckdb:vortex-compact	-7.9%	-18.3%	+12.7%	+41.7%	➖ noise
3	duckdb:vortex-file-compressed	+4.3%	-18.3%	+27.6%	+41.6%	➖ noise
4	datafusion:vortex-compact	-19.7%	+5.7%	-24.1%	+38.3%	➖ noise
4	datafusion:vortex-file-compressed	-4.8%	+5.7%	-9.9%	+67.8%	➖ noise
4	duckdb:vortex-compact	+8.1%	+5.7%	+2.3%	+38.3%	➖ noise
4	duckdb:vortex-file-compressed	+5.0%	+5.7%	-0.7%	+38.3%	➖ noise
5	datafusion:vortex-compact	-15.8%	+1.1%	-16.7%	+38.3%	➖ noise
5	datafusion:vortex-file-compressed	+5.7%	+1.1%	+4.6%	+38.3%	➖ noise
5	duckdb:vortex-compact	-10.5%	+1.1%	-11.5%	+38.3%	➖ noise
5	duckdb:vortex-file-compressed	+1.7%	+1.1%	+0.7%	+38.3%	➖ noise
6	datafusion:vortex-compact	+0.6%	+3.8%	-3.1%	+38.3%	➖ noise
6	datafusion:vortex-file-compressed	+10.7%	+3.8%	+6.6%	+38.3%	➖ noise
6	duckdb:vortex-compact	+4.7%	+3.8%	+0.8%	+38.3%	➖ noise
6	duckdb:vortex-file-compressed	+0.2%	+3.8%	-3.5%	+38.3%	➖ noise
7	datafusion:vortex-compact	+14.8%	-10.9%	+28.9%	+38.3%	➖ noise
7	datafusion:vortex-file-compressed	-19.0%	-10.9%	-9.1%	+38.3%	➖ noise
7	duckdb:vortex-compact	-10.7%	-10.9%	+0.2%	+38.3%	➖ noise
7	duckdb:vortex-file-compressed	-5.1%	-10.9%	+6.5%	+38.3%	➖ noise
8	datafusion:vortex-compact	+3.8%	-12.3%	+18.3%	+38.3%	➖ noise
8	datafusion:vortex-file-compressed	-17.4%	-12.3%	-5.9%	+38.3%	➖ noise
8	duckdb:vortex-compact	-7.2%	-12.3%	+5.8%	+38.3%	➖ noise
8	duckdb:vortex-file-compressed	-8.3%	-12.3%	+4.5%	+51.0%	➖ noise
9	datafusion:vortex-compact	-15.0%	-4.0%	-11.4%	+38.3%	➖ noise
9	datafusion:vortex-file-compressed	-31.3%	-4.0%	-28.4%	+38.3%	✅ faster
9	duckdb:vortex-compact	+3.5%	-4.0%	+7.8%	+38.3%	➖ noise
9	duckdb:vortex-file-compressed	-0.3%	-4.0%	+3.9%	+38.3%	➖ noise
10	datafusion:vortex-compact	+6.9%	-7.9%	+16.0%	+38.3%	➖ noise
10	datafusion:vortex-file-compressed	-18.2%	-7.9%	-11.1%	+38.3%	➖ noise
10	duckdb:vortex-compact	-9.4%	-7.9%	-1.6%	+38.3%	➖ noise
10	duckdb:vortex-file-compressed	-7.8%	-7.9%	+0.1%	+38.3%	➖ noise
11	datafusion:vortex-compact	-7.5%	-5.8%	-1.8%	+38.3%	➖ noise
11	datafusion:vortex-file-compressed	-10.3%	-5.8%	-4.8%	+38.3%	➖ noise
11	duckdb:vortex-compact	-13.1%	-5.8%	-7.7%	+38.3%	➖ noise
11	duckdb:vortex-file-compressed	-20.0%	-5.8%	-15.0%	+38.3%	➖ noise
12	datafusion:vortex-compact	+13.2%	+11.4%	+1.6%	+38.3%	➖ noise
12	datafusion:vortex-file-compressed	-15.1%	+11.4%	-23.7%	+38.3%	➖ noise
12	duckdb:vortex-compact	+11.1%	+11.4%	-0.2%	+38.3%	➖ noise
12	duckdb:vortex-file-compressed	-5.5%	+11.4%	-15.1%	+38.3%	➖ noise
13	datafusion:vortex-compact	+21.2%	+13.5%	+6.8%	+59.5%	➖ noise
13	datafusion:vortex-file-compressed	-12.2%	+13.5%	-22.7%	+38.3%	➖ noise
13	duckdb:vortex-compact	+7.8%	+13.5%	-5.0%	+38.3%	➖ noise
13	duckdb:vortex-file-compressed	-11.1%	+13.5%	-21.6%	+38.3%	➖ noise
14	datafusion:vortex-compact	-1.2%	+33.6%	-26.0%	+38.3%	➖ noise
14	datafusion:vortex-file-compressed	-20.2%	+33.6%	-40.2%	+38.3%	✅ faster
14	duckdb:vortex-compact	+8.4%	+33.6%	-18.9%	+38.3%	➖ noise
14	duckdb:vortex-file-compressed	-5.6%	+33.6%	-29.3%	+38.3%	✅ faster
15	datafusion:vortex-compact	-9.8%	+5.4%	-14.5%	+38.3%	➖ noise
15	datafusion:vortex-file-compressed	-16.4%	+5.4%	-20.7%	+38.3%	➖ noise
15	duckdb:vortex-compact	-5.8%	+5.4%	-10.7%	+38.3%	➖ noise
15	duckdb:vortex-file-compressed	-9.0%	+5.4%	-13.7%	+38.3%	➖ noise
16	datafusion:vortex-compact	+15.1%	-13.0%	+32.3%	+38.3%	➖ noise
16	datafusion:vortex-file-compressed	-9.1%	-13.0%	+4.5%	+38.3%	➖ noise
16	duckdb:vortex-compact	-15.3%	-13.0%	-2.7%	+38.3%	➖ noise
16	duckdb:vortex-file-compressed	-15.4%	-13.0%	-2.7%	+38.3%	➖ noise
17	datafusion:vortex-compact	-12.4%	-10.4%	-2.2%	+38.3%	➖ noise
17	datafusion:vortex-file-compressed	+23.4%	-10.4%	+37.7%	+38.3%	➖ noise
17	duckdb:vortex-compact	+3.5%	-10.4%	+15.6%	+38.3%	➖ noise
17	duckdb:vortex-file-compressed	+0.4%	-10.4%	+12.1%	+38.3%	➖ noise
18	datafusion:vortex-compact	-0.1%	-5.4%	+5.7%	+38.3%	➖ noise
18	datafusion:vortex-file-compressed	+13.6%	-5.4%	+20.1%	+38.3%	➖ noise
18	duckdb:vortex-compact	+2.9%	-5.4%	+8.8%	+38.8%	➖ noise
18	duckdb:vortex-file-compressed	-13.5%	-5.4%	-8.5%	+38.3%	➖ noise
19	datafusion:vortex-compact	+20.3%	-12.2%	+37.0%	+38.3%	➖ noise
19	datafusion:vortex-file-compressed	+12.6%	-12.2%	+28.2%	+38.3%	➖ noise
19	duckdb:vortex-compact	+9.8%	-12.2%	+24.9%	+38.3%	➖ noise
19	duckdb:vortex-file-compressed	-5.1%	-12.2%	+8.0%	+38.3%	➖ noise
20	datafusion:vortex-compact	+5.2%	-16.6%	+26.2%	+38.3%	➖ noise
20	datafusion:vortex-file-compressed	+5.6%	-16.6%	+26.7%	+38.3%	➖ noise
20	duckdb:vortex-compact	-9.0%	-16.6%	+9.1%	+38.3%	➖ noise
20	duckdb:vortex-file-compressed	-5.3%	-16.6%	+13.6%	+38.3%	➖ noise
21	datafusion:vortex-compact	+3.4%	+1.2%	+2.2%	+38.3%	➖ noise
21	datafusion:vortex-file-compressed	+7.7%	+1.2%	+6.4%	+38.3%	➖ noise
21	duckdb:vortex-compact	-7.9%	+1.2%	-9.0%	+38.3%	➖ noise
21	duckdb:vortex-file-compressed	+1.7%	+1.2%	+0.5%	+38.3%	➖ noise
22	datafusion:vortex-compact	+55.4%	-23.8%	+104.0%	+38.3%	🚨 regression
22	datafusion:vortex-file-compressed	-23.1%	-23.8%	+0.9%	+38.3%	➖ noise
22	duckdb:vortex-compact	-5.0%	-23.8%	+24.6%	+38.3%	➖ noise
22	duckdb:vortex-file-compressed	-12.7%	-23.8%	+14.5%	+38.3%	➖ noise

Upgrade DF to 54

abdecdf

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

AdamGS added changelog/chore A trivial change ext/datafusion Relates to the DataFusion integration labels May 20, 2026

AdamGS changed the title ~~Upgrade DF to 54~~ Upgrade DataFusion to 54 May 20, 2026

Fix DF patches

ff0b866

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

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

github-actions Bot removed the action/benchmark-sql Trigger SQL benchmarks to run on this PR label May 20, 2026

more reusable

dfd1f68

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

AdamGS added action/benchmark-sql Trigger SQL benchmarks to run on this PR and removed changelog/chore A trivial change labels May 20, 2026

github-actions Bot removed the action/benchmark-sql Trigger SQL benchmarks to run on this PR label May 20, 2026

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

github-actions Bot removed the action/benchmark-sql Trigger SQL benchmarks to run on this PR label May 20, 2026

AdamGS mentioned this pull request May 20, 2026

Release DataFusion 54.0.0 (Apr 2026 / May 2026) apache/datafusion#21080

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Summary

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Merging this PR will improve performance by 23.7%

Performance Changes

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Polar Signals Profiling Results

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Polar Signals Profiling Results

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Benchmarks: PolarSignals Profiling

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File Sizes: PolarSignals Profiling

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Benchmarks: FineWeb NVMe

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File Sizes: FineWeb NVMe

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Benchmarks: TPC-H SF=1 on NVME

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Benchmarks: TPC-DS SF=1 on NVME

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Benchmarks: Statistical and Population Genetics

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File Sizes: Statistical and Population Genetics

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Benchmarks: FineWeb S3

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Benchmarks: TPC-H SF=10 on NVME

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Benchmarks: Clickbench on NVME

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🚨🚨🚨❌❌❌ SQL BENCHMARK FAILED ❌❌❌🚨🚨🚨

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Benchmarks: TPC-H SF=10 on S3

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github-actions Bot commented May 20, 2026 •

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github-actions Bot commented May 20, 2026 •

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