perf[array]: small vec for slots by joseph-isaacs · Pull Request #7825 · vortex-data/vortex

joseph-isaacs · 2026-05-07T10:43:00Z

try out small vec for arrays (either 2 or 4), here we try 4

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

github-actions · 2026-05-07T11:07:38Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`760e55e`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-05-07T11:09:39Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.020x ➖

datafusion / vortex-file-compressed (1.020x ➖, 0↑ 1↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	122320933	123402731	0.99
polarsignals_q01/datafusion:vortex-file-compressed	265637388	283046410	0.94
polarsignals_q02/datafusion:vortex-file-compressed	24659250	23993648	1.03
polarsignals_q03/datafusion:vortex-file-compressed	263325736	278565420	0.95
polarsignals_q04/datafusion:vortex-file-compressed	12349792	11641773	1.06
polarsignals_q05/datafusion:vortex-file-compressed 🚨	17865089	15208556	1.17
polarsignals_q06/datafusion:vortex-file-compressed	19530778	18512506	1.06
polarsignals_q07/datafusion:vortex-file-compressed	14646513	13742818	1.07
polarsignals_q08/datafusion:vortex-file-compressed	424019975	405949392	1.04
polarsignals_q09/datafusion:vortex-file-compressed	10882502	11756145	0.93

github-actions · 2026-05-07T11:09:41Z

File Sizes: PolarSignals Profiling

No file size changes detected.

codspeed-hq · 2026-05-07T11:09:52Z

Merging this PR will degrade performance by 23.21%

⚠️

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.

⚠️

Different runtime environments detected

Some benchmarks with significant performance changes were compared across different runtime environments,
which may affect the accuracy of the results.

Open the report in CodSpeed to investigate

⚡ 29 improved benchmarks
❌ 8 regressed benchmarks
✅ 1169 untouched benchmarks

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	Simulation	`take_search[(0.005, 0.05)]`	167.8 µs	131.7 µs	+27.41%
⚡	Simulation	`take_search[(0.005, 0.1)]`	320.1 µs	247.4 µs	+29.42%
⚡	Simulation	`take_search[(0.005, 0.5)]`	1.5 ms	1.2 ms	+31.01%
⚡	Simulation	`take_search[(0.005, 1.0)]`	3.1 ms	2.3 ms	+31.25%
⚡	Simulation	`take_search[(0.01, 0.05)]`	178.9 µs	142.8 µs	+25.28%
⚡	Simulation	`take_search[(0.01, 0.1)]`	340.9 µs	268.2 µs	+27.11%
⚡	Simulation	`take_search[(0.01, 0.5)]`	1.6 ms	1.3 ms	+28.56%
⚡	Simulation	`take_search[(0.01, 1.0)]`	3.3 ms	2.5 ms	+28.76%
⚡	Simulation	`take_search[(0.1, 0.05)]`	248.9 µs	212.4 µs	+17.16%
⚡	Simulation	`take_search[(0.1, 0.1)]`	458.5 µs	385.6 µs	+18.89%
⚡	Simulation	`take_search[(0.1, 0.5)]`	2.2 ms	1.8 ms	+20.4%
⚡	Simulation	`take_search[(0.1, 1.0)]`	4.3 ms	3.5 ms	+20.62%
⚡	Simulation	`take_search_chunked[(0.005, 0.05)]`	192.9 µs	162 µs	+19.05%
⚡	Simulation	`take_search_chunked[(0.005, 0.1)]`	369 µs	307.2 µs	+20.12%
⚡	Simulation	`take_search_chunked[(0.005, 0.5)]`	1.8 ms	1.5 ms	+21.06%
⚡	Simulation	`take_search_chunked[(0.005, 1.0)]`	3.5 ms	2.9 ms	+21.17%
⚡	Simulation	`take_search_chunked[(0.01, 0.05)]`	205.9 µs	175.1 µs	+17.63%
⚡	Simulation	`take_search_chunked[(0.01, 0.1)]`	393.8 µs	331.9 µs	+18.65%
⚡	Simulation	`take_search_chunked[(0.01, 0.5)]`	1.9 ms	1.6 ms	+19.49%
⚡	Simulation	`take_search_chunked[(0.01, 1.0)]`	3.8 ms	3.2 ms	+19.6%
...	...	...	...	...	...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

_{Comparing ji/smallvec-array (5fc8ea8) with develop (2ff9ba4)}

github-actions · 2026-05-07T11:11:01Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.6%
Vortex (geomean): 1.034x ➖
Parquet (geomean): 1.028x ➖
Shifts: Parquet (control) +2.8% · Median polish +2.4%

datafusion / vortex-file-compressed (1.043x ➖, 0↑ 2↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5338925	5240437	1.02
fineweb_q01/datafusion:vortex-file-compressed 🚨	21779317	18153299	1.20
fineweb_q02/datafusion:vortex-file-compressed	22388002	22276798	1.00
fineweb_q03/datafusion:vortex-file-compressed 🚨	84651243	71841428	1.18
fineweb_q04/datafusion:vortex-file-compressed	238062298	230610117	1.03
fineweb_q05/datafusion:vortex-file-compressed	217620484	217474354	1.00
fineweb_q06/datafusion:vortex-file-compressed	56074109	52447646	1.07
fineweb_q07/datafusion:vortex-file-compressed	57349086	57760278	0.99
fineweb_q08/datafusion:vortex-file-compressed	21111088	23037662	0.92

datafusion / vortex-compact (1.042x ➖, 0↑ 2↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	6597575	5822199	1.13
fineweb_q01/datafusion:vortex-compact	132648427	125015824	1.06
fineweb_q02/datafusion:vortex-compact	130298799	127370506	1.02
fineweb_q03/datafusion:vortex-compact	1055171693	1034611154	1.02
fineweb_q04/datafusion:vortex-compact	1128858584	1106650099	1.02
fineweb_q05/datafusion:vortex-compact	966347757	945434365	1.02
fineweb_q06/datafusion:vortex-compact	527949235	531718283	0.99
fineweb_q07/datafusion:vortex-compact	539058994	538985213	1.00
fineweb_q08/datafusion:vortex-compact 🚨	19605472	17522147	1.12

datafusion / parquet (1.016x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6326240	6090788	1.04
fineweb_q01/datafusion:parquet	286692567	293771590	0.98
fineweb_q02/datafusion:parquet	292251372	288715952	1.01
fineweb_q03/datafusion:parquet	293722522	281631940	1.04
fineweb_q04/datafusion:parquet	309423936	300096112	1.03
fineweb_q05/datafusion:parquet	301150064	296467213	1.02
fineweb_q06/datafusion:parquet	293247340	296636369	0.99
fineweb_q07/datafusion:parquet	288716400	282343279	1.02
fineweb_q08/datafusion:parquet	282228913	277655583	1.02

duckdb / vortex-file-compressed (1.047x ➖, 0↑ 2↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	3445827	3105144	1.11
fineweb_q01/duckdb:vortex-file-compressed	22282724	22069466	1.01
fineweb_q02/duckdb:vortex-file-compressed	24991261	24101855	1.04
fineweb_q03/duckdb:vortex-file-compressed 🚨	136348959	115070826	1.18
fineweb_q04/duckdb:vortex-file-compressed	225014900	218806463	1.03
fineweb_q05/duckdb:vortex-file-compressed	211532351	212871474	0.99
fineweb_q06/duckdb:vortex-file-compressed	52754404	51946802	1.02
fineweb_q07/duckdb:vortex-file-compressed	55213995	55328220	1.00
fineweb_q08/duckdb:vortex-file-compressed	23399491	22093382	1.06

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

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4041318	4098618	0.99
fineweb_q01/duckdb:vortex-compact	102710757	110192498	0.93
fineweb_q02/duckdb:vortex-compact	115912268	107362806	1.08
fineweb_q03/duckdb:vortex-compact	872776500	858268788	1.02
fineweb_q04/duckdb:vortex-compact	902475625	901297491	1.00
fineweb_q05/duckdb:vortex-compact	825762692	818236412	1.01
fineweb_q06/duckdb:vortex-compact	466172971	461451428	1.01
fineweb_q07/duckdb:vortex-compact	480365035	479660440	1.00
fineweb_q08/duckdb:vortex-compact	21272239	20918249	1.02

duckdb / parquet (1.040x ➖, 0↑ 1↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	32421894	31509844	1.03
fineweb_q01/duckdb:parquet	84762711	82191426	1.03
fineweb_q02/duckdb:parquet	85662289	83049048	1.03
fineweb_q03/duckdb:parquet	314442260	310001613	1.01
fineweb_q04/duckdb:parquet	443729273	438683126	1.01
fineweb_q05/duckdb:parquet	413134665	411075453	1.01
fineweb_q06/duckdb:parquet	200727807	196711053	1.02
fineweb_q07/duckdb:parquet	212642215	207643158	1.02
fineweb_q08/duckdb:parquet 🚨	34743085	28910941	1.20

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+13.3%	+3.4%	+9.6%	+49.3%	➖ noise
0	datafusion:vortex-file-compressed	+1.9%	+3.4%	-1.5%	+51.7%	➖ noise
0	duckdb:vortex-compact	-1.4%	+3.4%	-4.6%	+96.4%	➖ noise
0	duckdb:vortex-file-compressed	+11.0%	+3.4%	+7.3%	+83.3%	➖ noise
1	datafusion:vortex-compact	+6.1%	+0.3%	+5.8%	+13.8%	➖ noise
1	datafusion:vortex-file-compressed	+20.0%	+0.3%	+19.6%	+34.2%	➖ noise
1	duckdb:vortex-compact	-6.8%	+0.3%	-7.1%	+27.2%	➖ noise
1	duckdb:vortex-file-compressed	+1.0%	+0.3%	+0.6%	+64.2%	➖ noise
2	datafusion:vortex-compact	+2.3%	+2.2%	+0.1%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+0.5%	+2.2%	-1.6%	+20.7%	➖ noise
2	duckdb:vortex-compact	+8.0%	+2.2%	+5.7%	+13.5%	➖ noise
2	duckdb:vortex-file-compressed	+3.7%	+2.2%	+1.5%	+23.5%	➖ noise
3	datafusion:vortex-compact	+2.0%	+2.9%	-0.8%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+17.8%	+2.9%	+14.6%	+28.0%	➖ noise
3	duckdb:vortex-compact	+1.7%	+2.9%	-1.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+18.5%	+2.9%	+15.2%	+38.0%	➖ noise
4	datafusion:vortex-compact	+2.0%	+2.1%	-0.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+3.2%	+2.1%	+1.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.1%	+2.1%	-2.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.8%	+2.1%	+0.7%	+10.0%	➖ noise
5	datafusion:vortex-compact	+2.2%	+1.0%	+1.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.1%	+1.0%	-1.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.9%	+1.0%	-0.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.6%	+1.0%	-1.7%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.7%	+0.4%	-1.1%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+6.9%	+0.4%	+6.4%	+10.0%	➖ noise
6	duckdb:vortex-compact	+1.0%	+0.4%	+0.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.6%	+0.4%	+1.1%	+10.0%	➖ noise
7	datafusion:vortex-compact	+0.0%	+2.3%	-2.3%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.7%	+2.3%	-3.0%	+14.6%	➖ noise
7	duckdb:vortex-compact	+0.1%	+2.3%	-2.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.2%	+2.3%	-2.5%	+10.0%	➖ noise
8	datafusion:vortex-compact	+11.9%	+10.5%	+1.2%	+12.7%	➖ noise
8	datafusion:vortex-file-compressed	-8.4%	+10.5%	-17.1%	+18.5%	✅ faster
8	duckdb:vortex-compact	+1.7%	+10.5%	-8.0%	+14.8%	➖ noise
8	duckdb:vortex-file-compressed	+5.9%	+10.5%	-4.2%	+48.4%	➖ noise

github-actions · 2026-05-07T11:11:01Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.4%
Vortex (geomean): 0.886x ✅
Parquet (geomean): 0.886x ✅
Shifts: Parquet (control) -11.4% · Median polish -10.9%

datafusion / vortex-file-compressed (0.873x ✅, 18↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51789867	55420292	0.93
tpch_q02/datafusion:vortex-file-compressed 🚀	21589787	24613980	0.88
tpch_q03/datafusion:vortex-file-compressed 🚀	28556538	32466751	0.88
tpch_q04/datafusion:vortex-file-compressed 🚀	20613163	23388320	0.88
tpch_q05/datafusion:vortex-file-compressed 🚀	47493646	58272735	0.82
tpch_q06/datafusion:vortex-file-compressed 🚀	12513403	14191106	0.88
tpch_q07/datafusion:vortex-file-compressed 🚀	54930188	66237477	0.83
tpch_q08/datafusion:vortex-file-compressed 🚀	39577726	46290556	0.85
tpch_q09/datafusion:vortex-file-compressed	53547302	59480088	0.90
tpch_q10/datafusion:vortex-file-compressed 🚀	40415769	46613632	0.87
tpch_q11/datafusion:vortex-file-compressed 🚀	15912958	18657371	0.85
tpch_q12/datafusion:vortex-file-compressed 🚀	25527526	28842239	0.89
tpch_q13/datafusion:vortex-file-compressed 🚀	25121862	28990339	0.87
tpch_q14/datafusion:vortex-file-compressed 🚀	17183627	20471306	0.84
tpch_q15/datafusion:vortex-file-compressed 🚀	26832336	29842948	0.90
tpch_q16/datafusion:vortex-file-compressed 🚀	19997201	22229467	0.90
tpch_q17/datafusion:vortex-file-compressed 🚀	65573552	79998302	0.82
tpch_q18/datafusion:vortex-file-compressed 🚀	81625058	93173766	0.88
tpch_q19/datafusion:vortex-file-compressed	23411304	25649224	0.91
tpch_q20/datafusion:vortex-file-compressed	31039432	34069126	0.91
tpch_q21/datafusion:vortex-file-compressed 🚀	70355176	82634492	0.85
tpch_q22/datafusion:vortex-file-compressed 🚀	12241872	13731544	0.89

datafusion / vortex-compact (0.896x ✅, 14↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	58576671	62764996	0.93
tpch_q02/datafusion:vortex-compact	25172688	27462127	0.92
tpch_q03/datafusion:vortex-compact 🚀	29593794	33304161	0.89
tpch_q04/datafusion:vortex-compact	24326771	26227697	0.93
tpch_q05/datafusion:vortex-compact 🚀	49952305	58976681	0.85
tpch_q06/datafusion:vortex-compact	15069049	15851445	0.95
tpch_q07/datafusion:vortex-compact 🚀	59386724	67592871	0.88
tpch_q08/datafusion:vortex-compact 🚀	43999623	49413589	0.89
tpch_q09/datafusion:vortex-compact 🚀	56799380	63290793	0.90
tpch_q10/datafusion:vortex-compact 🚀	46700150	52871613	0.88
tpch_q11/datafusion:vortex-compact 🚀	16289126	18929647	0.86
tpch_q12/datafusion:vortex-compact 🚀	32632359	36344195	0.90
tpch_q13/datafusion:vortex-compact	32272232	34790025	0.93
tpch_q14/datafusion:vortex-compact	20294913	22169380	0.92
tpch_q15/datafusion:vortex-compact 🚀	31872990	35853327	0.89
tpch_q16/datafusion:vortex-compact 🚀	23391624	26024243	0.90
tpch_q17/datafusion:vortex-compact 🚀	68232503	76400835	0.89
tpch_q18/datafusion:vortex-compact	85542674	93957982	0.91
tpch_q19/datafusion:vortex-compact	30891479	32785688	0.94
tpch_q20/datafusion:vortex-compact 🚀	34657354	39780385	0.87
tpch_q21/datafusion:vortex-compact 🚀	77793199	91177918	0.85
tpch_q22/datafusion:vortex-compact 🚀	12648035	14847846	0.85

datafusion / parquet (0.873x ✅, 14↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	92798334	140905780	0.66
tpch_q02/datafusion:parquet 🚀	60759404	69313314	0.88
tpch_q03/datafusion:parquet 🚀	70484032	79638122	0.89
tpch_q04/datafusion:parquet	44441264	47458651	0.94
tpch_q05/datafusion:parquet	94205140	103652591	0.91
tpch_q06/datafusion:parquet	41662892	44747529	0.93
tpch_q07/datafusion:parquet 🚀	103701233	119441030	0.87
tpch_q08/datafusion:parquet 🚀	89539083	100361025	0.89
tpch_q09/datafusion:parquet 🚀	128018286	145278383	0.88
tpch_q10/datafusion:parquet	110879800	122051372	0.91
tpch_q11/datafusion:parquet 🚀	40721020	46344706	0.88
tpch_q12/datafusion:parquet	85064299	90121375	0.94
tpch_q13/datafusion:parquet	203411800	218646983	0.93
tpch_q14/datafusion:parquet 🚀	41314979	51985148	0.79
tpch_q15/datafusion:parquet 🚀	59302661	66482930	0.89
tpch_q16/datafusion:parquet 🚀	38982738	49352812	0.79
tpch_q17/datafusion:parquet 🚀	135514840	177079279	0.77
tpch_q18/datafusion:parquet 🚀	161903701	183226016	0.88
tpch_q19/datafusion:parquet 🚀	72018487	80520776	0.89
tpch_q20/datafusion:parquet	70077501	75253898	0.93
tpch_q21/datafusion:parquet	133728255	145636541	0.92
tpch_q22/datafusion:parquet 🚀	30291146	33914136	0.89

datafusion / arrow (0.865x ✅, 14↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	50213558	57892702	0.87
tpch_q02/datafusion:arrow	18660233	19695731	0.95
tpch_q03/datafusion:arrow 🚀	29918980	34615692	0.86
tpch_q04/datafusion:arrow 🚀	26172330	30005693	0.87
tpch_q05/datafusion:arrow	83612483	81881218	1.02
tpch_q06/datafusion:arrow	20623948	22667580	0.91
tpch_q07/datafusion:arrow	102966329	113138284	0.91
tpch_q08/datafusion:arrow 🚀	41146489	53141857	0.77
tpch_q09/datafusion:arrow 🚀	63088173	82819873	0.76
tpch_q10/datafusion:arrow 🚀	44636226	54827213	0.81
tpch_q11/datafusion:arrow	8936840	9831642	0.91
tpch_q12/datafusion:arrow 🚀	52546021	60275068	0.87
tpch_q13/datafusion:arrow	46888679	49415343	0.95
tpch_q14/datafusion:arrow 🚀	21660361	25507617	0.85
tpch_q15/datafusion:arrow 🚀	42775851	51925226	0.82
tpch_q16/datafusion:arrow	19330407	20978975	0.92
tpch_q17/datafusion:arrow 🚀	66370313	84816613	0.78
tpch_q18/datafusion:arrow 🚀	136081677	156494204	0.87
tpch_q19/datafusion:arrow 🚀	34938595	45448944	0.77
tpch_q20/datafusion:arrow 🚀	33779493	41402776	0.82
tpch_q21/datafusion:arrow 🚀	148826636	174695313	0.85
tpch_q22/datafusion:arrow	17412124	18981293	0.92

duckdb / vortex-file-compressed (0.857x ✅, 21↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	32009079	34170214	0.94
tpch_q02/duckdb:vortex-file-compressed 🚀	24265102	28319493	0.86
tpch_q03/duckdb:vortex-file-compressed 🚀	28566848	34358590	0.83
tpch_q04/duckdb:vortex-file-compressed 🚀	29727506	33937877	0.88
tpch_q05/duckdb:vortex-file-compressed 🚀	32307103	37244595	0.87
tpch_q06/duckdb:vortex-file-compressed 🚀	10135193	11699187	0.87
tpch_q07/duckdb:vortex-file-compressed 🚀	36220011	42028063	0.86
tpch_q08/duckdb:vortex-file-compressed 🚀	37918906	43654533	0.87
tpch_q09/duckdb:vortex-file-compressed 🚀	73638781	87789055	0.84
tpch_q10/duckdb:vortex-file-compressed 🚀	34103108	38506886	0.89
tpch_q11/duckdb:vortex-file-compressed 🚀	14245367	16883016	0.84
tpch_q12/duckdb:vortex-file-compressed 🚀	21709686	24556100	0.88
tpch_q13/duckdb:vortex-file-compressed 🚀	34354044	41026051	0.84
tpch_q14/duckdb:vortex-file-compressed 🚀	22525242	25423047	0.89
tpch_q15/duckdb:vortex-file-compressed 🚀	16420550	19793085	0.83
tpch_q16/duckdb:vortex-file-compressed 🚀	28437195	33301671	0.85
tpch_q17/duckdb:vortex-file-compressed 🚀	24626221	29187934	0.84
tpch_q18/duckdb:vortex-file-compressed 🚀	49479374	55681579	0.89
tpch_q19/duckdb:vortex-file-compressed 🚀	29041598	36507867	0.80
tpch_q20/duckdb:vortex-file-compressed 🚀	33993914	40100471	0.85
tpch_q21/duckdb:vortex-file-compressed 🚀	106382225	131732766	0.81
tpch_q22/duckdb:vortex-file-compressed 🚀	18244498	21096378	0.86

duckdb / vortex-compact (0.920x ➖, 6↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	39336088	41185497	0.96
tpch_q02/duckdb:vortex-compact 🚀	35839304	42073672	0.85
tpch_q03/duckdb:vortex-compact	33919352	36898596	0.92
tpch_q04/duckdb:vortex-compact	35739706	38716894	0.92
tpch_q05/duckdb:vortex-compact	40102885	41375381	0.97
tpch_q06/duckdb:vortex-compact	15061112	16136343	0.93
tpch_q07/duckdb:vortex-compact	44407861	47050018	0.94
tpch_q08/duckdb:vortex-compact	46663684	48956810	0.95
tpch_q09/duckdb:vortex-compact 🚀	85240954	99833988	0.85
tpch_q10/duckdb:vortex-compact	40753261	45008660	0.91
tpch_q11/duckdb:vortex-compact	20464651	21144710	0.97
tpch_q12/duckdb:vortex-compact	35391231	38474609	0.92
tpch_q13/duckdb:vortex-compact 🚀	45382931	50999161	0.89
tpch_q14/duckdb:vortex-compact	31185753	31994217	0.97
tpch_q15/duckdb:vortex-compact	19933326	21534063	0.93
tpch_q16/duckdb:vortex-compact	35263702	37829575	0.93
tpch_q17/duckdb:vortex-compact	30536475	33782330	0.90
tpch_q18/duckdb:vortex-compact	51355390	55530134	0.92
tpch_q19/duckdb:vortex-compact 🚀	35835604	40335568	0.89
tpch_q20/duckdb:vortex-compact	43828439	46867007	0.94
tpch_q21/duckdb:vortex-compact 🚀	118260968	134332815	0.88
tpch_q22/duckdb:vortex-compact 🚀	20733646	23134237	0.90

duckdb / parquet (0.898x ✅, 9↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	76741773	90438159	0.85
tpch_q02/duckdb:parquet	38777873	41890263	0.93
tpch_q03/duckdb:parquet	68876478	74165270	0.93
tpch_q04/duckdb:parquet	47058299	51453552	0.91
tpch_q05/duckdb:parquet	67138340	70706687	0.95
tpch_q06/duckdb:parquet	20117061	21996005	0.91
tpch_q07/duckdb:parquet 🚀	67114021	82490139	0.81
tpch_q08/duckdb:parquet 🚀	81071059	100907209	0.80
tpch_q09/duckdb:parquet 🚀	133972067	160365813	0.84
tpch_q10/duckdb:parquet	123617054	133526680	0.93
tpch_q11/duckdb:parquet 🚀	21081765	23617910	0.89
tpch_q12/duckdb:parquet	45842266	47811718	0.96
tpch_q13/duckdb:parquet 🚀	247243484	294877694	0.84
tpch_q14/duckdb:parquet	49054874	52911751	0.93
tpch_q15/duckdb:parquet	24566362	25829388	0.95
tpch_q16/duckdb:parquet 🚀	55152122	61680015	0.89
tpch_q17/duckdb:parquet	52307741	53374086	0.98
tpch_q18/duckdb:parquet	113909890	118690334	0.96
tpch_q19/duckdb:parquet 🚀	67837208	76439365	0.89
tpch_q20/duckdb:parquet	62171065	65987987	0.94
tpch_q21/duckdb:parquet 🚀	158714236	200522257	0.79
tpch_q22/duckdb:parquet	51349298	55836761	0.92

duckdb / duckdb (0.885x ✅, 13↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16214446	17562255	0.92
tpch_q02/duckdb:duckdb 🚀	12370162	14738189	0.84
tpch_q03/duckdb:duckdb 🚀	19457647	22076571	0.88
tpch_q04/duckdb:duckdb	18969352	20730285	0.92
tpch_q05/duckdb:duckdb 🚀	19998775	22315476	0.90
tpch_q06/duckdb:duckdb	5353163	5744100	0.93
tpch_q07/duckdb:duckdb 🚀	21758269	26424499	0.82
tpch_q08/duckdb:duckdb	21030902	23209296	0.91
tpch_q09/duckdb:duckdb 🚀	54384267	67206828	0.81
tpch_q10/duckdb:duckdb	46712418	48724874	0.96
tpch_q11/duckdb:duckdb 🚀	5867629	7114298	0.82
tpch_q12/duckdb:duckdb 🚀	14284337	16462642	0.87
tpch_q13/duckdb:duckdb	39466805	42703852	0.92
tpch_q14/duckdb:duckdb 🚀	16628893	19264182	0.86
tpch_q15/duckdb:duckdb	12584790	12749155	0.99
tpch_q16/duckdb:duckdb 🚀	23131081	26914600	0.86
tpch_q17/duckdb:duckdb 🚀	13809766	15959552	0.87
tpch_q18/duckdb:duckdb	38442949	41757473	0.92
tpch_q19/duckdb:duckdb 🚀	27991580	31498641	0.89
tpch_q20/duckdb:duckdb 🚀	22120846	25424894	0.87
tpch_q21/duckdb:duckdb 🚀	55205802	67904002	0.81
tpch_q22/duckdb:duckdb	24906993	27109775	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-13.3%	-25.2%	+16.0%	+20.6%	➖ noise
1	datafusion:vortex-compact	-6.7%	-25.2%	+24.8%	+18.9%	🚨 regression
1	datafusion:vortex-file-compressed	-6.6%	-25.2%	+25.0%	+19.6%	🚨 regression
1	duckdb:duckdb	-7.7%	-25.2%	+23.5%	+18.6%	🚨 regression
1	duckdb:vortex-compact	-4.5%	-25.2%	+27.8%	+18.4%	🚨 regression
1	duckdb:vortex-file-compressed	-6.3%	-25.2%	+25.3%	+21.1%	🚨 regression
2	datafusion:arrow	-5.3%	-9.9%	+5.2%	+14.8%	➖ noise
2	datafusion:vortex-compact	-8.3%	-9.9%	+1.8%	+14.8%	➖ noise
2	datafusion:vortex-file-compressed	-12.3%	-9.9%	-2.6%	+14.8%	➖ noise
2	duckdb:duckdb	-16.1%	-9.9%	-6.8%	+14.8%	➖ noise
2	duckdb:vortex-compact	-14.8%	-9.9%	-5.4%	+14.8%	➖ noise
2	duckdb:vortex-file-compressed	-14.3%	-9.9%	-4.9%	+14.8%	➖ noise
3	datafusion:arrow	-13.6%	-9.3%	-4.7%	+14.8%	➖ noise
3	datafusion:vortex-compact	-11.1%	-9.3%	-2.0%	+14.8%	➖ noise
3	datafusion:vortex-file-compressed	-12.0%	-9.3%	-3.0%	+14.8%	➖ noise
3	duckdb:duckdb	-11.9%	-9.3%	-2.8%	+14.8%	➖ noise
3	duckdb:vortex-compact	-8.1%	-9.3%	+1.4%	+14.8%	➖ noise
3	duckdb:vortex-file-compressed	-16.9%	-9.3%	-8.3%	+15.4%	➖ noise
4	datafusion:arrow	-12.8%	-7.5%	-5.7%	+14.8%	➖ noise
4	datafusion:vortex-compact	-7.2%	-7.5%	+0.2%	+14.8%	➖ noise
4	datafusion:vortex-file-compressed	-11.9%	-7.5%	-4.8%	+14.8%	➖ noise
4	duckdb:duckdb	-8.5%	-7.5%	-1.1%	+14.8%	➖ noise
4	duckdb:vortex-compact	-7.7%	-7.5%	-0.3%	+14.8%	➖ noise
4	duckdb:vortex-file-compressed	-12.4%	-7.5%	-5.3%	+14.8%	➖ noise
5	datafusion:arrow	+2.1%	-7.1%	+9.9%	+14.8%	➖ noise
5	datafusion:vortex-compact	-15.3%	-7.1%	-8.8%	+14.8%	➖ noise
5	datafusion:vortex-file-compressed	-18.5%	-7.1%	-12.3%	+14.8%	➖ noise
5	duckdb:duckdb	-10.4%	-7.1%	-3.5%	+14.8%	➖ noise
5	duckdb:vortex-compact	-3.1%	-7.1%	+4.3%	+14.8%	➖ noise
5	duckdb:vortex-file-compressed	-13.3%	-7.1%	-6.6%	+14.8%	➖ noise
6	datafusion:arrow	-9.0%	-7.7%	-1.4%	+14.8%	➖ noise
6	datafusion:vortex-compact	-4.9%	-7.7%	+3.0%	+14.8%	➖ noise
6	datafusion:vortex-file-compressed	-11.8%	-7.7%	-4.4%	+14.8%	➖ noise
6	duckdb:duckdb	-6.8%	-7.7%	+1.0%	+15.8%	➖ noise
6	duckdb:vortex-compact	-6.7%	-7.7%	+1.1%	+14.8%	➖ noise
6	duckdb:vortex-file-compressed	-13.4%	-7.7%	-6.1%	+14.8%	➖ noise
7	datafusion:arrow	-9.0%	-16.0%	+8.3%	+14.8%	➖ noise
7	datafusion:vortex-compact	-12.1%	-16.0%	+4.5%	+14.8%	➖ noise
7	datafusion:vortex-file-compressed	-17.1%	-16.0%	-1.3%	+14.8%	➖ noise
7	duckdb:duckdb	-17.7%	-16.0%	-2.0%	+14.8%	➖ noise
7	duckdb:vortex-compact	-5.6%	-16.0%	+12.3%	+14.8%	➖ noise
7	duckdb:vortex-file-compressed	-13.8%	-16.0%	+2.5%	+14.8%	➖ noise
8	datafusion:arrow	-22.6%	-15.3%	-8.5%	+14.8%	➖ noise
8	datafusion:vortex-compact	-11.0%	-15.3%	+5.2%	+14.8%	➖ noise
8	datafusion:vortex-file-compressed	-14.5%	-15.3%	+1.0%	+14.8%	➖ noise
8	duckdb:duckdb	-9.4%	-15.3%	+7.0%	+14.8%	➖ noise
8	duckdb:vortex-compact	-4.7%	-15.3%	+12.6%	+14.8%	➖ noise
8	duckdb:vortex-file-compressed	-13.1%	-15.3%	+2.6%	+14.8%	➖ noise
9	datafusion:arrow	-23.8%	-14.2%	-11.2%	+14.8%	➖ noise
9	datafusion:vortex-compact	-10.3%	-14.2%	+4.6%	+14.8%	➖ noise
9	datafusion:vortex-file-compressed	-10.0%	-14.2%	+4.9%	+14.8%	➖ noise
9	duckdb:duckdb	-19.1%	-14.2%	-5.7%	+14.8%	➖ noise
9	duckdb:vortex-compact	-14.6%	-14.2%	-0.5%	+14.8%	➖ noise
9	duckdb:vortex-file-compressed	-16.1%	-14.2%	-2.2%	+14.8%	➖ noise
10	datafusion:arrow	-18.6%	-8.3%	-11.2%	+14.8%	➖ noise
10	datafusion:vortex-compact	-11.7%	-8.3%	-3.7%	+14.8%	➖ noise
10	datafusion:vortex-file-compressed	-13.3%	-8.3%	-5.5%	+14.8%	➖ noise
10	duckdb:duckdb	-4.1%	-8.3%	+4.5%	+14.8%	➖ noise
10	duckdb:vortex-compact	-9.5%	-8.3%	-1.3%	+14.8%	➖ noise
10	duckdb:vortex-file-compressed	-11.4%	-8.3%	-3.4%	+14.8%	➖ noise
11	datafusion:arrow	-9.1%	-11.4%	+2.6%	+14.8%	➖ noise
11	datafusion:vortex-compact	-13.9%	-11.4%	-2.8%	+14.8%	➖ noise
11	datafusion:vortex-file-compressed	-14.7%	-11.4%	-3.7%	+14.8%	➖ noise
11	duckdb:duckdb	-17.5%	-11.4%	-6.9%	+14.8%	➖ noise
11	duckdb:vortex-compact	-3.2%	-11.4%	+9.3%	+14.8%	➖ noise
11	duckdb:vortex-file-compressed	-15.6%	-11.4%	-4.7%	+14.8%	➖ noise
12	datafusion:arrow	-12.8%	-4.9%	-8.4%	+18.3%	➖ noise
12	datafusion:vortex-compact	-10.2%	-4.9%	-5.6%	+14.8%	➖ noise
12	datafusion:vortex-file-compressed	-11.5%	-4.9%	-7.0%	+14.8%	➖ noise
12	duckdb:duckdb	-13.2%	-4.9%	-8.8%	+16.5%	➖ noise
12	duckdb:vortex-compact	-8.0%	-4.9%	-3.3%	+14.8%	➖ noise
12	duckdb:vortex-file-compressed	-11.6%	-4.9%	-7.1%	+14.8%	➖ noise
13	datafusion:arrow	-5.1%	-11.7%	+7.4%	+15.0%	➖ noise
13	datafusion:vortex-compact	-7.2%	-11.7%	+5.0%	+14.8%	➖ noise
13	datafusion:vortex-file-compressed	-13.3%	-11.7%	-1.9%	+14.8%	➖ noise
13	duckdb:duckdb	-7.6%	-11.7%	+4.6%	+14.8%	➖ noise
13	duckdb:vortex-compact	-11.0%	-11.7%	+0.8%	+14.8%	➖ noise
13	duckdb:vortex-file-compressed	-16.3%	-11.7%	-5.2%	+14.8%	➖ noise
14	datafusion:arrow	-15.1%	-14.2%	-1.1%	+14.8%	➖ noise
14	datafusion:vortex-compact	-8.5%	-14.2%	+6.6%	+14.8%	➖ noise
14	datafusion:vortex-file-compressed	-16.1%	-14.2%	-2.2%	+14.8%	➖ noise
14	duckdb:duckdb	-13.7%	-14.2%	+0.6%	+15.9%	➖ noise
14	duckdb:vortex-compact	-2.5%	-14.2%	+13.6%	+14.8%	➖ noise
14	duckdb:vortex-file-compressed	-11.4%	-14.2%	+3.2%	+15.1%	➖ noise
15	datafusion:arrow	-17.6%	-7.9%	-10.6%	+14.8%	➖ noise
15	datafusion:vortex-compact	-11.1%	-7.9%	-3.5%	+14.8%	➖ noise
15	datafusion:vortex-file-compressed	-10.1%	-7.9%	-2.4%	+14.8%	➖ noise
15	duckdb:duckdb	-1.3%	-7.9%	+7.2%	+16.2%	➖ noise
15	duckdb:vortex-compact	-7.4%	-7.9%	+0.5%	+14.8%	➖ noise
15	duckdb:vortex-file-compressed	-17.0%	-7.9%	-9.9%	+14.8%	➖ noise
16	datafusion:arrow	-7.9%	-16.0%	+9.6%	+14.8%	➖ noise
16	datafusion:vortex-compact	-10.1%	-16.0%	+7.0%	+14.8%	➖ noise
16	datafusion:vortex-file-compressed	-10.0%	-16.0%	+7.0%	+14.8%	➖ noise
16	duckdb:duckdb	-14.1%	-16.0%	+2.3%	+14.8%	➖ noise
16	duckdb:vortex-compact	-6.8%	-16.0%	+10.9%	+14.8%	➖ noise
16	duckdb:vortex-file-compressed	-14.6%	-16.0%	+1.6%	+14.8%	➖ noise
17	datafusion:arrow	-21.7%	-13.4%	-9.6%	+14.8%	➖ noise
17	datafusion:vortex-compact	-10.7%	-13.4%	+3.1%	+14.8%	➖ noise
17	datafusion:vortex-file-compressed	-18.0%	-13.4%	-5.3%	+14.8%	➖ noise
17	duckdb:duckdb	-13.5%	-13.4%	-0.1%	+14.8%	➖ noise
17	duckdb:vortex-compact	-9.6%	-13.4%	+4.4%	+14.8%	➖ noise
17	duckdb:vortex-file-compressed	-15.6%	-13.4%	-2.6%	+14.8%	➖ noise
18	datafusion:arrow	-13.0%	-7.9%	-5.6%	+14.8%	➖ noise
18	datafusion:vortex-compact	-9.0%	-7.9%	-1.1%	+14.8%	➖ noise
18	datafusion:vortex-file-compressed	-12.4%	-7.9%	-4.9%	+14.8%	➖ noise
18	duckdb:duckdb	-7.9%	-7.9%	-0.0%	+14.8%	➖ noise
18	duckdb:vortex-compact	-7.5%	-7.9%	+0.4%	+14.8%	➖ noise
18	duckdb:vortex-file-compressed	-11.1%	-7.9%	-3.5%	+14.8%	➖ noise
19	datafusion:arrow	-23.1%	-10.9%	-13.7%	+14.8%	✅ faster
19	datafusion:vortex-compact	-5.8%	-10.9%	+5.8%	+14.8%	➖ noise
19	datafusion:vortex-file-compressed	-8.7%	-10.9%	+2.4%	+14.8%	➖ noise
19	duckdb:duckdb	-11.1%	-10.9%	-0.3%	+14.8%	➖ noise
19	duckdb:vortex-compact	-11.2%	-10.9%	-0.3%	+14.8%	➖ noise
19	duckdb:vortex-file-compressed	-20.5%	-10.9%	-10.7%	+14.8%	➖ noise
20	datafusion:arrow	-18.4%	-6.3%	-12.9%	+14.8%	✅ faster
20	datafusion:vortex-compact	-12.9%	-6.3%	-7.0%	+14.8%	➖ noise
20	datafusion:vortex-file-compressed	-8.9%	-6.3%	-2.7%	+14.8%	➖ noise
20	duckdb:duckdb	-13.0%	-6.3%	-7.1%	+14.8%	➖ noise
20	duckdb:vortex-compact	-6.5%	-6.3%	-0.2%	+14.8%	➖ noise
20	duckdb:vortex-file-compressed	-15.2%	-6.3%	-9.5%	+14.8%	➖ noise
21	datafusion:arrow	-14.8%	-14.7%	-0.1%	+14.8%	➖ noise
21	datafusion:vortex-compact	-14.7%	-14.7%	+0.1%	+14.8%	➖ noise
21	datafusion:vortex-file-compressed	-14.9%	-14.7%	-0.1%	+14.8%	➖ noise
21	duckdb:duckdb	-18.7%	-14.7%	-4.6%	+14.8%	➖ noise
21	duckdb:vortex-compact	-12.0%	-14.7%	+3.3%	+14.8%	➖ noise
21	duckdb:vortex-file-compressed	-19.2%	-14.7%	-5.3%	+14.8%	➖ noise
22	datafusion:arrow	-8.3%	-9.4%	+1.2%	+14.8%	➖ noise
22	datafusion:vortex-compact	-14.8%	-9.4%	-6.0%	+14.8%	➖ noise
22	datafusion:vortex-file-compressed	-10.8%	-9.4%	-1.6%	+14.8%	➖ noise
22	duckdb:duckdb	-8.1%	-9.4%	+1.4%	+14.8%	➖ noise
22	duckdb:vortex-compact	-10.4%	-9.4%	-1.1%	+14.8%	➖ noise
22	duckdb:vortex-file-compressed	-13.5%	-9.4%	-4.6%	+14.8%	➖ noise

github-actions · 2026-05-07T11:11:03Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-05-07T11:11:04Z

File Sizes: TPC-H SF=1 on NVME

File Size Changes (195 files changed, -98.4% overall, 0↑ 195↓)

File	Scale	Format	Base	Change	%
lineitem_115.vortex	100	vortex-file-compressed	147.64 MB	147.64 MB	-100.0%
lineitem_63.vortex	100	vortex-file-compressed	148.65 MB	148.65 MB	-100.0%
lineitem_104.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
lineitem_116.vortex	100	vortex-file-compressed	148.20 MB	148.20 MB	-100.0%
lineitem_45.vortex	100	vortex-file-compressed	146.88 MB	146.88 MB	-100.0%
lineitem_14.vortex	100	vortex-file-compressed	147.79 MB	147.79 MB	-100.0%
lineitem_32.vortex	100	vortex-file-compressed	148.90 MB	148.90 MB	-100.0%
lineitem_73.vortex	100	vortex-file-compressed	148.32 MB	148.32 MB	-100.0%
orders_5.vortex	100	vortex-file-compressed	180.03 MB	180.03 MB	-100.0%
duckdb.db	100	vortex-file-compressed	268.00 KB	268.00 KB	-100.0%
partsupp_7.vortex	100	vortex-file-compressed	191.61 MB	191.61 MB	-100.0%
lineitem_84.vortex	100	vortex-file-compressed	147.94 MB	147.94 MB	-100.0%
part_15.vortex	100	vortex-file-compressed	28.48 MB	28.48 MB	-100.0%
lineitem_16.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_43.vortex	100	vortex-file-compressed	147.84 MB	147.84 MB	-100.0%
part_8.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
lineitem_33.vortex	100	vortex-file-compressed	147.74 MB	147.74 MB	-100.0%
partsupp_16.vortex	100	vortex-file-compressed	191.25 MB	191.25 MB	-100.0%
lineitem_10.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_78.vortex	100	vortex-file-compressed	147.35 MB	147.35 MB	-100.0%
nation_0.vortex	100	vortex-file-compressed	10.97 KB	10.97 KB	-100.0%
lineitem_3.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_30.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_110.vortex	100	vortex-file-compressed	148.41 MB	148.41 MB	-100.0%
lineitem_4.vortex	100	vortex-file-compressed	147.27 MB	147.27 MB	-100.0%
lineitem_98.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
lineitem_83.vortex	100	vortex-file-compressed	148.68 MB	148.68 MB	-100.0%
lineitem_34.vortex	100	vortex-file-compressed	148.93 MB	148.93 MB	-100.0%
lineitem_40.vortex	100	vortex-file-compressed	147.97 MB	147.97 MB	-100.0%
lineitem_90.vortex	100	vortex-file-compressed	147.82 MB	147.82 MB	-100.0%
lineitem_64.vortex	100	vortex-file-compressed	147.72 MB	147.72 MB	-100.0%
lineitem_41.vortex	100	vortex-file-compressed	146.66 MB	146.66 MB	-100.0%
lineitem_52.vortex	100	vortex-file-compressed	146.97 MB	146.97 MB	-100.0%
partsupp_9.vortex	100	vortex-file-compressed	191.50 MB	191.50 MB	-100.0%
lineitem_5.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_105.vortex	100	vortex-file-compressed	147.47 MB	147.47 MB	-100.0%
lineitem_1.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
lineitem_35.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_97.vortex	100	vortex-file-compressed	148.10 MB	148.10 MB	-100.0%
lineitem_11.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
lineitem_59.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
lineitem_2.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
lineitem_102.vortex	100	vortex-file-compressed	148.14 MB	148.14 MB	-100.0%
lineitem_81.vortex	100	vortex-file-compressed	147.75 MB	147.75 MB	-100.0%
lineitem_88.vortex	100	vortex-file-compressed	148.71 MB	148.71 MB	-100.0%
lineitem_108.vortex	100	vortex-file-compressed	147.29 MB	147.29 MB	-100.0%
lineitem_112.vortex	100	vortex-file-compressed	147.42 MB	147.42 MB	-100.0%
lineitem_114.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_49.vortex	100	vortex-file-compressed	148.47 MB	148.47 MB	-100.0%
lineitem_106.vortex	100	vortex-file-compressed	148.07 MB	148.07 MB	-100.0%
partsupp_12.vortex	100	vortex-file-compressed	191.50 MB	191.50 MB	-100.0%
partsupp_6.vortex	100	vortex-file-compressed	191.38 MB	191.38 MB	-100.0%
lineitem_94.vortex	100	vortex-file-compressed	148.40 MB	148.40 MB	-100.0%
lineitem_18.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
lineitem_79.vortex	100	vortex-file-compressed	148.43 MB	148.43 MB	-100.0%
lineitem_23.vortex	100	vortex-file-compressed	148.19 MB	148.19 MB	-100.0%
lineitem_66.vortex	100	vortex-file-compressed	148.09 MB	148.09 MB	-100.0%
partsupp_4.vortex	100	vortex-file-compressed	191.40 MB	191.40 MB	-100.0%
part_11.vortex	100	vortex-file-compressed	28.45 MB	28.45 MB	-100.0%
lineitem_120.vortex	100	vortex-file-compressed	147.10 MB	147.10 MB	-100.0%
orders_1.vortex	100	vortex-file-compressed	179.92 MB	179.92 MB	-100.0%
lineitem_25.vortex	100	vortex-file-compressed	148.52 MB	148.52 MB	-100.0%
orders_24.vortex	100	vortex-file-compressed	179.56 MB	179.56 MB	-100.0%
lineitem_37.vortex	100	vortex-file-compressed	147.47 MB	147.47 MB	-100.0%
lineitem_48.vortex	100	vortex-file-compressed	148.23 MB	148.23 MB	-100.0%
part_12.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
lineitem_15.vortex	100	vortex-file-compressed	147.63 MB	147.63 MB	-100.0%
lineitem_70.vortex	100	vortex-file-compressed	147.89 MB	147.89 MB	-100.0%
part_7.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
lineitem_72.vortex	100	vortex-file-compressed	147.99 MB	147.99 MB	-100.0%
lineitem_6.vortex	100	vortex-file-compressed	147.90 MB	147.90 MB	-100.0%
orders_17.vortex	100	vortex-file-compressed	180.01 MB	180.01 MB	-100.0%
lineitem_42.vortex	100	vortex-file-compressed	148.38 MB	148.38 MB	-100.0%
part_2.vortex	100	vortex-file-compressed	28.46 MB	28.46 MB	-100.0%
supplier_0.vortex	100	vortex-file-compressed	66.71 MB	66.71 MB	-100.0%
lineitem_117.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
orders_2.vortex	100	vortex-file-compressed	180.35 MB	180.35 MB	-100.0%
lineitem_119.vortex	100	vortex-file-compressed	148.33 MB	148.33 MB	-100.0%
lineitem_65.vortex	100	vortex-file-compressed	147.57 MB	147.57 MB	-100.0%
lineitem_29.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%
partsupp_2.vortex	100	vortex-file-compressed	191.39 MB	191.39 MB	-100.0%
lineitem_21.vortex	100	vortex-file-compressed	148.33 MB	148.33 MB	-100.0%
partsupp_13.vortex	100	vortex-file-compressed	191.35 MB	191.35 MB	-100.0%
lineitem_75.vortex	100	vortex-file-compressed	147.88 MB	147.88 MB	-100.0%
orders_22.vortex	100	vortex-file-compressed	180.04 MB	180.04 MB	-100.0%
lineitem_38.vortex	100	vortex-file-compressed	149.09 MB	149.09 MB	-100.0%
lineitem_61.vortex	100	vortex-file-compressed	147.73 MB	147.73 MB	-100.0%
lineitem_85.vortex	100	vortex-file-compressed	147.92 MB	147.92 MB	-100.0%
lineitem_77.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
partsupp_14.vortex	100	vortex-file-compressed	191.62 MB	191.62 MB	-100.0%
lineitem_36.vortex	100	vortex-file-compressed	147.64 MB	147.64 MB	-100.0%
lineitem_55.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_27.vortex	100	vortex-file-compressed	148.45 MB	148.45 MB	-100.0%
lineitem_19.vortex	100	vortex-file-compressed	148.77 MB	148.77 MB	-100.0%
orders_21.vortex	100	vortex-file-compressed	179.89 MB	179.89 MB	-100.0%
orders_27.vortex	100	vortex-file-compressed	179.78 MB	179.78 MB	-100.0%
orders_16.vortex	100	vortex-file-compressed	179.88 MB	179.88 MB	-100.0%
orders_14.vortex	100	vortex-file-compressed	180.18 MB	180.18 MB	-100.0%
lineitem_76.vortex	100	vortex-file-compressed	147.35 MB	147.35 MB	-100.0%
lineitem_91.vortex	100	vortex-file-compressed	148.27 MB	148.27 MB	-100.0%
orders_26.vortex	100	vortex-file-compressed	179.99 MB	179.99 MB	-100.0%
orders_3.vortex	100	vortex-file-compressed	180.12 MB	180.12 MB	-100.0%
partsupp_3.vortex	100	vortex-file-compressed	191.37 MB	191.37 MB	-100.0%
partsupp_11.vortex	100	vortex-file-compressed	191.43 MB	191.43 MB	-100.0%
lineitem_57.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
lineitem_71.vortex	100	vortex-file-compressed	147.94 MB	147.94 MB	-100.0%
orders_7.vortex	100	vortex-file-compressed	180.12 MB	180.12 MB	-100.0%
lineitem_8.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
lineitem_118.vortex	100	vortex-file-compressed	147.83 MB	147.83 MB	-100.0%
lineitem_7.vortex	100	vortex-file-compressed	147.86 MB	147.86 MB	-100.0%
lineitem_58.vortex	100	vortex-file-compressed	148.72 MB	148.72 MB	-100.0%
lineitem_99.vortex	100	vortex-file-compressed	147.26 MB	147.26 MB	-100.0%
orders_15.vortex	100	vortex-file-compressed	180.19 MB	180.19 MB	-100.0%
orders_0.vortex	100	vortex-file-compressed	180.00 MB	180.00 MB	-100.0%
lineitem_46.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
part_10.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
part_5.vortex	100	vortex-file-compressed	28.38 MB	28.38 MB	-100.0%
lineitem_60.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
lineitem_50.vortex	100	vortex-file-compressed	148.88 MB	148.88 MB	-100.0%
lineitem_67.vortex	100	vortex-file-compressed	148.84 MB	148.84 MB	-100.0%
lineitem_93.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
lineitem_22.vortex	100	vortex-file-compressed	147.32 MB	147.32 MB	-100.0%
lineitem_26.vortex	100	vortex-file-compressed	148.11 MB	148.11 MB	-100.0%
orders_23.vortex	100	vortex-file-compressed	179.94 MB	179.94 MB	-100.0%
partsupp_0.vortex	100	vortex-file-compressed	191.37 MB	191.37 MB	-100.0%
partsupp_1.vortex	100	vortex-file-compressed	191.69 MB	191.69 MB	-100.0%
orders_13.vortex	100	vortex-file-compressed	179.83 MB	179.83 MB	-100.0%
lineitem_28.vortex	100	vortex-file-compressed	148.66 MB	148.66 MB	-100.0%
lineitem_0.vortex	100	vortex-file-compressed	148.68 MB	148.68 MB	-100.0%
orders_18.vortex	100	vortex-file-compressed	180.45 MB	180.45 MB	-100.0%
partsupp_8.vortex	100	vortex-file-compressed	191.49 MB	191.49 MB	-100.0%
lineitem_20.vortex	100	vortex-file-compressed	148.78 MB	148.78 MB	-100.0%
lineitem_109.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
part_13.vortex	100	vortex-file-compressed	28.44 MB	28.44 MB	-100.0%
customer_2.vortex	100	vortex-file-compressed	261.69 MB	261.69 MB	-100.0%
lineitem_62.vortex	100	vortex-file-compressed	146.94 MB	146.94 MB	-100.0%
orders_25.vortex	100	vortex-file-compressed	179.82 MB	179.82 MB	-100.0%
lineitem_68.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_113.vortex	100	vortex-file-compressed	147.56 MB	147.56 MB	-100.0%
lineitem_101.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_51.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
orders_19.vortex	100	vortex-file-compressed	180.04 MB	180.04 MB	-100.0%
orders_6.vortex	100	vortex-file-compressed	179.80 MB	179.80 MB	-100.0%
orders_4.vortex	100	vortex-file-compressed	180.39 MB	180.39 MB	-100.0%
lineitem_89.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
partsupp_15.vortex	100	vortex-file-compressed	191.52 MB	191.52 MB	-100.0%
partsupp_10.vortex	100	vortex-file-compressed	191.59 MB	191.59 MB	-100.0%
orders_10.vortex	100	vortex-file-compressed	180.14 MB	180.14 MB	-100.0%
lineitem_103.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
part_1.vortex	100	vortex-file-compressed	28.49 MB	28.49 MB	-100.0%
lineitem_107.vortex	100	vortex-file-compressed	148.04 MB	148.04 MB	-100.0%
orders_8.vortex	100	vortex-file-compressed	180.21 MB	180.21 MB	-100.0%
customer_1.vortex	100	vortex-file-compressed	261.77 MB	261.77 MB	-100.0%
orders_20.vortex	100	vortex-file-compressed	179.85 MB	179.85 MB	-100.0%
part_14.vortex	100	vortex-file-compressed	28.46 MB	28.46 MB	-100.0%
lineitem_80.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
lineitem_12.vortex	100	vortex-file-compressed	148.19 MB	148.19 MB	-100.0%
partsupp_5.vortex	100	vortex-file-compressed	191.41 MB	191.41 MB	-100.0%
lineitem_95.vortex	100	vortex-file-compressed	147.49 MB	147.49 MB	-100.0%
lineitem_39.vortex	100	vortex-file-compressed	147.38 MB	147.38 MB	-100.0%
region_0.vortex	100	vortex-file-compressed	6.13 KB	6.13 KB	-100.0%
lineitem_31.vortex	100	vortex-file-compressed	148.50 MB	148.50 MB	-100.0%
lineitem_47.vortex	100	vortex-file-compressed	148.26 MB	148.26 MB	-100.0%
customer_0.vortex	100	vortex-file-compressed	261.80 MB	261.80 MB	-100.0%
lineitem_92.vortex	100	vortex-file-compressed	148.08 MB	148.08 MB	-100.0%
partsupp_17.vortex	100	vortex-file-compressed	191.49 MB	191.49 MB	-100.0%
lineitem_74.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
lineitem_17.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
part_6.vortex	100	vortex-file-compressed	28.44 MB	28.44 MB	-100.0%
part_4.vortex	100	vortex-file-compressed	28.42 MB	28.42 MB	-100.0%
part_9.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
part_17.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
part_3.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
orders_11.vortex	100	vortex-file-compressed	180.08 MB	180.08 MB	-100.0%
lineitem_100.vortex	100	vortex-file-compressed	148.11 MB	148.11 MB	-100.0%
lineitem_82.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
lineitem_9.vortex	100	vortex-file-compressed	148.87 MB	148.87 MB	-100.0%
lineitem_69.vortex	100	vortex-file-compressed	148.10 MB	148.10 MB	-100.0%
orders_12.vortex	100	vortex-file-compressed	180.32 MB	180.32 MB	-100.0%
part_0.vortex	100	vortex-file-compressed	28.45 MB	28.45 MB	-100.0%
lineitem_111.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
lineitem_56.vortex	100	vortex-file-compressed	147.73 MB	147.73 MB	-100.0%
lineitem_86.vortex	100	vortex-file-compressed	147.62 MB	147.62 MB	-100.0%
customer_3.vortex	100	vortex-file-compressed	261.80 MB	261.80 MB	-100.0%
partsupp_18.vortex	100	vortex-file-compressed	191.38 MB	191.38 MB	-100.0%
orders_9.vortex	100	vortex-file-compressed	180.11 MB	180.11 MB	-100.0%
lineitem_24.vortex	100	vortex-file-compressed	147.50 MB	147.50 MB	-100.0%
lineitem_13.vortex	100	vortex-file-compressed	148.26 MB	148.26 MB	-100.0%
part_18.vortex	100	vortex-file-compressed	28.51 MB	28.51 MB	-100.0%
lineitem_87.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_96.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_54.vortex	100	vortex-file-compressed	149.12 MB	149.12 MB	-100.0%
part_16.vortex	100	vortex-file-compressed	28.42 MB	28.42 MB	-100.0%
lineitem_53.vortex	100	vortex-file-compressed	148.23 MB	148.23 MB	-100.0%
lineitem_44.vortex	100	vortex-file-compressed	147.91 MB	147.91 MB	-100.0%

Totals:

vortex-compact: 194.82 MB → 194.82 MB (0.0%)
vortex-file-compressed: 27.85 GB → 266.60 MB (-99.1%)

github-actions · 2026-05-07T11:13:44Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.9%
Vortex (geomean): 1.021x ➖
Parquet (geomean): 1.028x ➖
Shifts: Parquet (control) +2.8% · Median polish +2.1%

datafusion / vortex-file-compressed (1.010x ➖, 2↑ 1↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	26621045	26184859	1.02
tpcds_q02/datafusion:vortex-file-compressed	47794300	47363066	1.01
tpcds_q03/datafusion:vortex-file-compressed	16178495	15380570	1.05
tpcds_q04/datafusion:vortex-file-compressed	260554592	252270791	1.03
tpcds_q05/datafusion:vortex-file-compressed	45688019	44567191	1.03
tpcds_q06/datafusion:vortex-file-compressed	61604628	61314628	1.00
tpcds_q07/datafusion:vortex-file-compressed	41871207	43484392	0.96
tpcds_q08/datafusion:vortex-file-compressed	29890230	29570475	1.01
tpcds_q09/datafusion:vortex-file-compressed	44506174	44255662	1.01
tpcds_q10/datafusion:vortex-file-compressed	39790985	39800500	1.00
tpcds_q11/datafusion:vortex-file-compressed	132595671	134352333	0.99
tpcds_q12/datafusion:vortex-file-compressed	20508052	21068444	0.97
tpcds_q13/datafusion:vortex-file-compressed	45351171	44642682	1.02
tpcds_q14/datafusion:vortex-file-compressed	173630674	170819696	1.02
tpcds_q15/datafusion:vortex-file-compressed	28950358	28563731	1.01
tpcds_q16/datafusion:vortex-file-compressed	30126735	29155338	1.03
tpcds_q17/datafusion:vortex-file-compressed	65864979	62511079	1.05
tpcds_q18/datafusion:vortex-file-compressed	71562496	71416772	1.00
tpcds_q19/datafusion:vortex-file-compressed	22748435	22355633	1.02
tpcds_q20/datafusion:vortex-file-compressed	22497853	21430841	1.05
tpcds_q21/datafusion:vortex-file-compressed	36219630	36041133	1.00
tpcds_q22/datafusion:vortex-file-compressed	121199522	121324985	1.00
tpcds_q23/datafusion:vortex-file-compressed	160367660	155080676	1.03
tpcds_q24/datafusion:vortex-file-compressed	86498147	85186085	1.02
tpcds_q25/datafusion:vortex-file-compressed	69770680	67090293	1.04
tpcds_q26/datafusion:vortex-file-compressed	35899550	34845137	1.03
tpcds_q27/datafusion:vortex-file-compressed	110571975	105264525	1.05
tpcds_q28/datafusion:vortex-file-compressed	41729969	41473317	1.01
tpcds_q29/datafusion:vortex-file-compressed	65965928	63571071	1.04
tpcds_q30/datafusion:vortex-file-compressed	24591057	23709233	1.04
tpcds_q31/datafusion:vortex-file-compressed	76618615	72998811	1.05
tpcds_q32/datafusion:vortex-file-compressed	20755495	20404640	1.02
tpcds_q33/datafusion:vortex-file-compressed	30241887	30459910	0.99
tpcds_q34/datafusion:vortex-file-compressed	24564969	24861511	0.99
tpcds_q35/datafusion:vortex-file-compressed	47834521	46343417	1.03
tpcds_q36/datafusion:vortex-file-compressed	64292433	59046052	1.09
tpcds_q37/datafusion:vortex-file-compressed	26049532	26394049	0.99
tpcds_q38/datafusion:vortex-file-compressed	46315905	43951455	1.05
tpcds_q39/datafusion:vortex-file-compressed	109963538	106337686	1.03
tpcds_q40/datafusion:vortex-file-compressed	32266190	33302288	0.97
tpcds_q41/datafusion:vortex-file-compressed	16104658	16021316	1.01
tpcds_q42/datafusion:vortex-file-compressed	14541155	14375778	1.01
tpcds_q43/datafusion:vortex-file-compressed	19875193	18952588	1.05
tpcds_q44/datafusion:vortex-file-compressed	32056079	31739030	1.01
tpcds_q45/datafusion:vortex-file-compressed	27618796	27730970	1.00
tpcds_q46/datafusion:vortex-file-compressed	37318541	34434837	1.08
tpcds_q47/datafusion:vortex-file-compressed	138114619	134377916	1.03
tpcds_q48/datafusion:vortex-file-compressed	39324275	39587364	0.99
tpcds_q49/datafusion:vortex-file-compressed	62582165	59481757	1.05
tpcds_q50/datafusion:vortex-file-compressed	43696843	39863455	1.10
tpcds_q51/datafusion:vortex-file-compressed	90629185	90441489	1.00
tpcds_q52/datafusion:vortex-file-compressed	14811660	14778182	1.00
tpcds_q53/datafusion:vortex-file-compressed	22124523	21225039	1.04
tpcds_q54/datafusion:vortex-file-compressed	35652642	35017087	1.02
tpcds_q55/datafusion:vortex-file-compressed	14034859	14087895	1.00
tpcds_q56/datafusion:vortex-file-compressed	30377306	30635804	0.99
tpcds_q57/datafusion:vortex-file-compressed	110010887	106006920	1.04
tpcds_q58/datafusion:vortex-file-compressed	53783636	54111782	0.99
tpcds_q59/datafusion:vortex-file-compressed	57995346	57328255	1.01
tpcds_q60/datafusion:vortex-file-compressed	29850106	30011972	0.99
tpcds_q61/datafusion:vortex-file-compressed	40833318	41405247	0.99
tpcds_q62/datafusion:vortex-file-compressed	22532056	22355613	1.01
tpcds_q63/datafusion:vortex-file-compressed 🚨	23052244	20904697	1.10
tpcds_q64/datafusion:vortex-file-compressed	429423928	419425398	1.02
tpcds_q65/datafusion:vortex-file-compressed	40811715	40543854	1.01
tpcds_q66/datafusion:vortex-file-compressed	74861859	73598310	1.02
tpcds_q67/datafusion:vortex-file-compressed	146870547	158788710	0.92
tpcds_q68/datafusion:vortex-file-compressed	32995136	35461742	0.93
tpcds_q69/datafusion:vortex-file-compressed	38236456	39412513	0.97
tpcds_q70/datafusion:vortex-file-compressed	90876203	91507754	0.99
tpcds_q71/datafusion:vortex-file-compressed	24126553	24187779	1.00
tpcds_q72/datafusion:vortex-file-compressed 🚀	2193914849	2545126305	0.86
tpcds_q73/datafusion:vortex-file-compressed	23447314	22612948	1.04
tpcds_q74/datafusion:vortex-file-compressed	87002704	85794339	1.01
tpcds_q75/datafusion:vortex-file-compressed	113164631	108266446	1.05
tpcds_q76/datafusion:vortex-file-compressed	25274977	24560544	1.03
tpcds_q77/datafusion:vortex-file-compressed	40721286	41221893	0.99
tpcds_q78/datafusion:vortex-file-compressed	131305929	127581766	1.03
tpcds_q79/datafusion:vortex-file-compressed	29922015	29113901	1.03
tpcds_q80/datafusion:vortex-file-compressed	98875362	99543403	0.99
tpcds_q81/datafusion:vortex-file-compressed	25504541	24455903	1.04
tpcds_q82/datafusion:vortex-file-compressed	27817307	26176525	1.06
tpcds_q83/datafusion:vortex-file-compressed	34367806	34698976	0.99
tpcds_q84/datafusion:vortex-file-compressed	13237634	12792457	1.03
tpcds_q85/datafusion:vortex-file-compressed	100762901	99960242	1.01
tpcds_q86/datafusion:vortex-file-compressed 🚀	16206816	18323783	0.88
tpcds_q87/datafusion:vortex-file-compressed	44437196	44171781	1.01
tpcds_q88/datafusion:vortex-file-compressed	58413357	59123600	0.99
tpcds_q89/datafusion:vortex-file-compressed	24967581	25220820	0.99
tpcds_q90/datafusion:vortex-file-compressed	14946925	15251941	0.98
tpcds_q91/datafusion:vortex-file-compressed	19728625	18698970	1.06
tpcds_q92/datafusion:vortex-file-compressed	18865274	18409434	1.02
tpcds_q93/datafusion:vortex-file-compressed	35327202	34433668	1.03
tpcds_q94/datafusion:vortex-file-compressed	24218351	23415869	1.03
tpcds_q95/datafusion:vortex-file-compressed	65576462	64503761	1.02
tpcds_q96/datafusion:vortex-file-compressed	13549245	14714025	0.92
tpcds_q97/datafusion:vortex-file-compressed	32384887	33924112	0.95
tpcds_q98/datafusion:vortex-file-compressed	24463940	25006660	0.98
tpcds_q99/datafusion:vortex-file-compressed	30155062	33117146	0.91

datafusion / vortex-compact (1.020x ➖, 2↑ 2↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	27320054	25220702	1.08
tpcds_q02/datafusion:vortex-compact	55140419	54673276	1.01
tpcds_q03/datafusion:vortex-compact	20219771	19881843	1.02
tpcds_q04/datafusion:vortex-compact	308929773	305801533	1.01
tpcds_q05/datafusion:vortex-compact	51604452	48572009	1.06
tpcds_q06/datafusion:vortex-compact	61342542	61501804	1.00
tpcds_q07/datafusion:vortex-compact	53328843	54018031	0.99
tpcds_q08/datafusion:vortex-compact	36735066	35900555	1.02
tpcds_q09/datafusion:vortex-compact	62714065	61783137	1.02
tpcds_q10/datafusion:vortex-compact	52315300	52158238	1.00
tpcds_q11/datafusion:vortex-compact	159606432	163969434	0.97
tpcds_q12/datafusion:vortex-compact	24649111	23463387	1.05
tpcds_q13/datafusion:vortex-compact	98925294	92549131	1.07
tpcds_q14/datafusion:vortex-compact	201547050	201767035	1.00
tpcds_q15/datafusion:vortex-compact	32389528	32319108	1.00
tpcds_q16/datafusion:vortex-compact	34596121	32442640	1.07
tpcds_q17/datafusion:vortex-compact	75247314	74646093	1.01
tpcds_q18/datafusion:vortex-compact	81846477	81751880	1.00
tpcds_q19/datafusion:vortex-compact	30605460	30436233	1.01
tpcds_q20/datafusion:vortex-compact	27043827	26746089	1.01
tpcds_q21/datafusion:vortex-compact	41889553	40466129	1.04
tpcds_q22/datafusion:vortex-compact	129363811	130263663	0.99
tpcds_q23/datafusion:vortex-compact	166301414	165637180	1.00
tpcds_q24/datafusion:vortex-compact	100440117	98045755	1.02
tpcds_q25/datafusion:vortex-compact	85475508	80887249	1.06
tpcds_q26/datafusion:vortex-compact	47287511	45570426	1.04
tpcds_q27/datafusion:vortex-compact	131406568	122796197	1.07
tpcds_q28/datafusion:vortex-compact	81012894	82021552	0.99
tpcds_q29/datafusion:vortex-compact	77767198	74839993	1.04
tpcds_q30/datafusion:vortex-compact	28650390	28237857	1.01
tpcds_q31/datafusion:vortex-compact	103181699	98180214	1.05
tpcds_q32/datafusion:vortex-compact	26498091	25963432	1.02
tpcds_q33/datafusion:vortex-compact	37712611	36456237	1.03
tpcds_q34/datafusion:vortex-compact	32243598	32190574	1.00
tpcds_q35/datafusion:vortex-compact	52930794	54614818	0.97
tpcds_q36/datafusion:vortex-compact	79029205	75196086	1.05
tpcds_q37/datafusion:vortex-compact	40517827	40521057	1.00
tpcds_q38/datafusion:vortex-compact	55142095	54413316	1.01
tpcds_q39/datafusion:vortex-compact	116722751	113755459	1.03
tpcds_q40/datafusion:vortex-compact	38525811	36835760	1.05
tpcds_q41/datafusion:vortex-compact	18239870	18783107	0.97
tpcds_q42/datafusion:vortex-compact	18791363	18800960	1.00
tpcds_q43/datafusion:vortex-compact	24756520	25286542	0.98
tpcds_q44/datafusion:vortex-compact	48449322	48298657	1.00
tpcds_q45/datafusion:vortex-compact	32347728	31530397	1.03
tpcds_q46/datafusion:vortex-compact	46623948	44161398	1.06
tpcds_q47/datafusion:vortex-compact	153903363	155761733	0.99
tpcds_q48/datafusion:vortex-compact	73825873	74027759	1.00
tpcds_q49/datafusion:vortex-compact	71194007	71751189	0.99
tpcds_q50/datafusion:vortex-compact	49147281	47507815	1.03
tpcds_q51/datafusion:vortex-compact	99549014	98452211	1.01
tpcds_q52/datafusion:vortex-compact	19137571	19585159	0.98
tpcds_q53/datafusion:vortex-compact	28679357	28690931	1.00
tpcds_q54/datafusion:vortex-compact	41752872	42509352	0.98
tpcds_q55/datafusion:vortex-compact	18511141	18184822	1.02
tpcds_q56/datafusion:vortex-compact	37182037	35738276	1.04
tpcds_q57/datafusion:vortex-compact	123641990	124189437	1.00
tpcds_q58/datafusion:vortex-compact	62860298	65008094	0.97
tpcds_q59/datafusion:vortex-compact	70492703	71474587	0.99
tpcds_q60/datafusion:vortex-compact	36145007	36207898	1.00
tpcds_q61/datafusion:vortex-compact	58071249	54810018	1.06
tpcds_q62/datafusion:vortex-compact 🚀	25322675	28189297	0.90
tpcds_q63/datafusion:vortex-compact	29186675	27656011	1.06
tpcds_q64/datafusion:vortex-compact	469796245	460363327	1.02
tpcds_q65/datafusion:vortex-compact	58094240	54218202	1.07
tpcds_q66/datafusion:vortex-compact	79882882	78156845	1.02
tpcds_q67/datafusion:vortex-compact	160266424	156828385	1.02
tpcds_q68/datafusion:vortex-compact	45686172	45594591	1.00
tpcds_q69/datafusion:vortex-compact	48856795	47998663	1.02
tpcds_q70/datafusion:vortex-compact	102765477	102064980	1.01
tpcds_q71/datafusion:vortex-compact	31224142	29601451	1.05
tpcds_q72/datafusion:vortex-compact	2214915404	2187087602	1.01
tpcds_q73/datafusion:vortex-compact	31320157	30595923	1.02
tpcds_q74/datafusion:vortex-compact	96347454	97283424	0.99
tpcds_q75/datafusion:vortex-compact	132240518	128516935	1.03
tpcds_q76/datafusion:vortex-compact	33435305	32218388	1.04
tpcds_q77/datafusion:vortex-compact	53209088	50789360	1.05
tpcds_q78/datafusion:vortex-compact	147772534	142172406	1.04
tpcds_q79/datafusion:vortex-compact	39891910	37418384	1.07
tpcds_q80/datafusion:vortex-compact	108352691	103079221	1.05
tpcds_q81/datafusion:vortex-compact	31491217	28785019	1.09
tpcds_q82/datafusion:vortex-compact	43636358	41873102	1.04
tpcds_q83/datafusion:vortex-compact	33923463	33279801	1.02
tpcds_q84/datafusion:vortex-compact	15487004	14693237	1.05
tpcds_q85/datafusion:vortex-compact	135132133	133196840	1.01
tpcds_q86/datafusion:vortex-compact 🚨	21371129	18465182	1.16
tpcds_q87/datafusion:vortex-compact	54062546	52474149	1.03
tpcds_q88/datafusion:vortex-compact	77667667	76668605	1.01
tpcds_q89/datafusion:vortex-compact	32516992	33214712	0.98
tpcds_q90/datafusion:vortex-compact	15801097	15084695	1.05
tpcds_q91/datafusion:vortex-compact	34779878	32521029	1.07
tpcds_q92/datafusion:vortex-compact	25789220	24570045	1.05
tpcds_q93/datafusion:vortex-compact	39986976	38491776	1.04
tpcds_q94/datafusion:vortex-compact 🚨	30292007	26602722	1.14
tpcds_q95/datafusion:vortex-compact	68276828	70368773	0.97
tpcds_q96/datafusion:vortex-compact	17582074	17204457	1.02
tpcds_q97/datafusion:vortex-compact	37821217	37656074	1.00
tpcds_q98/datafusion:vortex-compact	31315781	31485226	0.99
tpcds_q99/datafusion:vortex-compact 🚀	31264201	35691777	0.88

datafusion / parquet (1.031x ➖, 0↑ 7↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚨	32432733	29102026	1.11
tpcds_q02/datafusion:parquet	42203607	41472011	1.02
tpcds_q03/datafusion:parquet	13614174	12917463	1.05
tpcds_q04/datafusion:parquet	264970292	267750019	0.99
tpcds_q05/datafusion:parquet	43283148	42392892	1.02
tpcds_q06/datafusion:parquet	61882472	58853463	1.05
tpcds_q07/datafusion:parquet	80186212	75226675	1.07
tpcds_q08/datafusion:parquet	27078184	26433246	1.02
tpcds_q09/datafusion:parquet	45965095	43396224	1.06
tpcds_q10/datafusion:parquet	74689914	72844662	1.03
tpcds_q11/datafusion:parquet 🚨	163531142	146257056	1.12
tpcds_q12/datafusion:parquet	18623248	18051889	1.03
tpcds_q13/datafusion:parquet	78128915	74484767	1.05
tpcds_q14/datafusion:parquet	163720469	161020757	1.02
tpcds_q15/datafusion:parquet	21613571	21774420	0.99
tpcds_q16/datafusion:parquet	24081655	23453190	1.03
tpcds_q17/datafusion:parquet	64214785	66116247	0.97
tpcds_q18/datafusion:parquet	115636336	116945719	0.99
tpcds_q19/datafusion:parquet	22282812	22469075	0.99
tpcds_q20/datafusion:parquet	16413892	16189241	1.01
tpcds_q21/datafusion:parquet	18929473	18311040	1.03
tpcds_q22/datafusion:parquet	159923574	150260212	1.06
tpcds_q23/datafusion:parquet	144616087	140791637	1.03
tpcds_q24/datafusion:parquet	94740303	89786137	1.06
tpcds_q25/datafusion:parquet	67812591	63424893	1.07
tpcds_q26/datafusion:parquet	67688359	64215500	1.05
tpcds_q27/datafusion:parquet	152860906	146597012	1.04
tpcds_q28/datafusion:parquet	44678723	44181859	1.01
tpcds_q29/datafusion:parquet	64509872	63406842	1.02
tpcds_q30/datafusion:parquet	34091994	33729755	1.01
tpcds_q31/datafusion:parquet	66729207	67901912	0.98
tpcds_q32/datafusion:parquet 🚨	21004989	17981919	1.17
tpcds_q33/datafusion:parquet 🚨	29699287	25405465	1.17
tpcds_q34/datafusion:parquet	21527642	21689952	0.99
tpcds_q35/datafusion:parquet	72367688	67120139	1.08
tpcds_q36/datafusion:parquet	58816649	56618659	1.04
tpcds_q37/datafusion:parquet	19309118	19281131	1.00
tpcds_q38/datafusion:parquet	43593568	41702472	1.05
tpcds_q39/datafusion:parquet	77260192	74125429	1.04
tpcds_q40/datafusion:parquet	23480996	25012091	0.94
tpcds_q41/datafusion:parquet	14120967	13382493	1.06
tpcds_q42/datafusion:parquet	11490624	11870782	0.97
tpcds_q43/datafusion:parquet	16914806	17982610	0.94
tpcds_q44/datafusion:parquet	32410350	33225179	0.98
tpcds_q45/datafusion:parquet	28366034	27461806	1.03
tpcds_q46/datafusion:parquet	32218013	32426967	0.99
tpcds_q47/datafusion:parquet	127732875	124457171	1.03
tpcds_q48/datafusion:parquet	71253708	68135873	1.05
tpcds_q49/datafusion:parquet	58981974	54537749	1.08
tpcds_q50/datafusion:parquet	46164086	43586383	1.06
tpcds_q51/datafusion:parquet	87110165	85143459	1.02
tpcds_q52/datafusion:parquet	12071422	11634359	1.04
tpcds_q53/datafusion:parquet	17702556	17324961	1.02
tpcds_q54/datafusion:parquet	34765489	33873463	1.03
tpcds_q55/datafusion:parquet	12595297	11454558	1.10
tpcds_q56/datafusion:parquet	28559711	27309406	1.05
tpcds_q57/datafusion:parquet 🚨	110043920	92473629	1.19
tpcds_q58/datafusion:parquet	50095095	48459265	1.03
tpcds_q59/datafusion:parquet	58396923	57490537	1.02
tpcds_q60/datafusion:parquet 🚨	31242850	26382804	1.18
tpcds_q61/datafusion:parquet	43212044	41683120	1.04
tpcds_q62/datafusion:parquet 🚨	24956590	22062873	1.13
tpcds_q63/datafusion:parquet	18127078	17482768	1.04
tpcds_q64/datafusion:parquet	520574335	522680850	1.00
tpcds_q65/datafusion:parquet	39599370	37215587	1.06
tpcds_q66/datafusion:parquet	68604768	66402968	1.03
tpcds_q67/datafusion:parquet	149330045	147618772	1.01
tpcds_q68/datafusion:parquet	31980132	31664690	1.01
tpcds_q69/datafusion:parquet	65525852	65521920	1.00
tpcds_q70/datafusion:parquet	85202103	87312711	0.98
tpcds_q71/datafusion:parquet	22814203	21918768	1.04
tpcds_q72/datafusion:parquet	623290630	612368749	1.02
tpcds_q73/datafusion:parquet	20498432	21176949	0.97
tpcds_q74/datafusion:parquet	86678184	83416349	1.04
tpcds_q75/datafusion:parquet	101576728	99977986	1.02
tpcds_q76/datafusion:parquet	30719620	31312535	0.98
tpcds_q77/datafusion:parquet	38084675	37974038	1.00
tpcds_q78/datafusion:parquet	119875590	112277427	1.07
tpcds_q79/datafusion:parquet	27440761	26227902	1.05
tpcds_q80/datafusion:parquet	84046844	79322851	1.06
tpcds_q81/datafusion:parquet	32304115	31230245	1.03
tpcds_q82/datafusion:parquet	20159668	19629755	1.03
tpcds_q83/datafusion:parquet	38778938	36433036	1.06
tpcds_q84/datafusion:parquet	39101845	39107973	1.00
tpcds_q85/datafusion:parquet	150193175	147377588	1.02
tpcds_q86/datafusion:parquet	16124915	15857817	1.02
tpcds_q87/datafusion:parquet	42674313	41277091	1.03
tpcds_q88/datafusion:parquet	61578032	59494580	1.04
tpcds_q89/datafusion:parquet	22047375	21253092	1.04
tpcds_q90/datafusion:parquet	14867205	15219419	0.98
tpcds_q91/datafusion:parquet	60110801	58167836	1.03
tpcds_q92/datafusion:parquet	18629527	18503965	1.01
tpcds_q93/datafusion:parquet	32603672	31927419	1.02
tpcds_q94/datafusion:parquet	20283230	20492078	0.99
tpcds_q95/datafusion:parquet	62593006	60792788	1.03
tpcds_q96/datafusion:parquet	12344074	12082869	1.02
tpcds_q97/datafusion:parquet	30378442	29937733	1.01
tpcds_q98/datafusion:parquet	21438261	21869730	0.98
tpcds_q99/datafusion:parquet	26238185	26653805	0.98

duckdb / vortex-file-compressed (1.034x ➖, 2↑ 9↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21378121	20845146	1.03
tpcds_q02/duckdb:vortex-file-compressed	37721801	34815397	1.08
tpcds_q03/duckdb:vortex-file-compressed	32684564	31888918	1.02
tpcds_q04/duckdb:vortex-file-compressed	104573126	108058616	0.97
tpcds_q05/duckdb:vortex-file-compressed	36396223	35833766	1.02
tpcds_q06/duckdb:vortex-file-compressed	32694685	31784682	1.03
tpcds_q07/duckdb:vortex-file-compressed	20132234	19404502	1.04
tpcds_q08/duckdb:vortex-file-compressed	28434673	27155907	1.05
tpcds_q09/duckdb:vortex-file-compressed	37406915	36740007	1.02
tpcds_q10/duckdb:vortex-file-compressed	41195791	40939172	1.01
tpcds_q11/duckdb:vortex-file-compressed	64920433	60529775	1.07
tpcds_q12/duckdb:vortex-file-compressed	14170588	13694891	1.03
tpcds_q13/duckdb:vortex-file-compressed	34218874	32469219	1.05
tpcds_q14/duckdb:vortex-file-compressed	105098628	102231277	1.03
tpcds_q15/duckdb:vortex-file-compressed	27259264	26214342	1.04
tpcds_q16/duckdb:vortex-file-compressed	27721639	26872111	1.03
tpcds_q17/duckdb:vortex-file-compressed	44069670	41866170	1.05
tpcds_q18/duckdb:vortex-file-compressed	48120093	46137175	1.04
tpcds_q19/duckdb:vortex-file-compressed	33040039	32314360	1.02
tpcds_q20/duckdb:vortex-file-compressed	15600115	15498051	1.01
tpcds_q21/duckdb:vortex-file-compressed	18071682	17105603	1.06
tpcds_q22/duckdb:vortex-file-compressed	74748229	76238254	0.98
tpcds_q23/duckdb:vortex-file-compressed	110228363	110015337	1.00
tpcds_q24/duckdb:vortex-file-compressed	49038156	48661777	1.01
tpcds_q25/duckdb:vortex-file-compressed	49420990	48318771	1.02
tpcds_q26/duckdb:vortex-file-compressed 🚨	42823350	38919765	1.10
tpcds_q27/duckdb:vortex-file-compressed	50510712	48189459	1.05
tpcds_q28/duckdb:vortex-file-compressed	35831037	34805916	1.03
tpcds_q29/duckdb:vortex-file-compressed 🚨	46216064	40501018	1.14
tpcds_q30/duckdb:vortex-file-compressed	24012157	23687442	1.01
tpcds_q31/duckdb:vortex-file-compressed	37127769	35040944	1.06
tpcds_q32/duckdb:vortex-file-compressed 🚨	15386424	13830038	1.11
tpcds_q33/duckdb:vortex-file-compressed	24956340	23182593	1.08
tpcds_q34/duckdb:vortex-file-compressed	24925990	23351945	1.07
tpcds_q35/duckdb:vortex-file-compressed	67761458	64628409	1.05
tpcds_q36/duckdb:vortex-file-compressed	25430938	23856915	1.07
tpcds_q37/duckdb:vortex-file-compressed 🚨	16523269	14730183	1.12
tpcds_q38/duckdb:vortex-file-compressed	40085448	38405194	1.04
tpcds_q39/duckdb:vortex-file-compressed	36070729	34186287	1.06
tpcds_q40/duckdb:vortex-file-compressed 🚨	21251246	19073796	1.11
tpcds_q41/duckdb:vortex-file-compressed	13645383	13266106	1.03
tpcds_q42/duckdb:vortex-file-compressed	12393810	12951506	0.96
tpcds_q43/duckdb:vortex-file-compressed	23607555	25010545	0.94
tpcds_q44/duckdb:vortex-file-compressed	22478542	20555229	1.09
tpcds_q45/duckdb:vortex-file-compressed	30765193	30297441	1.02
tpcds_q46/duckdb:vortex-file-compressed	50540004	51522109	0.98
tpcds_q47/duckdb:vortex-file-compressed	50576847	47395381	1.07
tpcds_q48/duckdb:vortex-file-compressed	31785916	29595418	1.07
tpcds_q49/duckdb:vortex-file-compressed	33792040	32882726	1.03
tpcds_q50/duckdb:vortex-file-compressed	34362392	33917667	1.01
tpcds_q51/duckdb:vortex-file-compressed	98297614	98072878	1.00
tpcds_q52/duckdb:vortex-file-compressed	12328852	13484662	0.91
tpcds_q53/duckdb:vortex-file-compressed	23566934	22236906	1.06
tpcds_q54/duckdb:vortex-file-compressed	28991768	27502028	1.05
tpcds_q55/duckdb:vortex-file-compressed	13861629	13204220	1.05
tpcds_q56/duckdb:vortex-file-compressed	23932204	24524168	0.98
tpcds_q57/duckdb:vortex-file-compressed	40164566	40227913	1.00
tpcds_q58/duckdb:vortex-file-compressed	33490981	30885791	1.08
tpcds_q59/duckdb:vortex-file-compressed	68402292	68640769	1.00
tpcds_q60/duckdb:vortex-file-compressed	25999990	26323926	0.99
tpcds_q61/duckdb:vortex-file-compressed 🚨	37747994	30425169	1.24
tpcds_q62/duckdb:vortex-file-compressed 🚨	18934313	16964440	1.12
tpcds_q63/duckdb:vortex-file-compressed	21567165	20780141	1.04
tpcds_q64/duckdb:vortex-file-compressed	83537149	85426383	0.98
tpcds_q65/duckdb:vortex-file-compressed	23623735	21728677	1.09
tpcds_q66/duckdb:vortex-file-compressed	30008994	29632284	1.01
tpcds_q67/duckdb:vortex-file-compressed	142438600	136511190	1.04
tpcds_q68/duckdb:vortex-file-compressed	43119903	41731127	1.03
tpcds_q69/duckdb:vortex-file-compressed	43541733	41248891	1.06
tpcds_q70/duckdb:vortex-file-compressed	27144629	25590079	1.06
tpcds_q71/duckdb:vortex-file-compressed	21030349	21026463	1.00
tpcds_q72/duckdb:vortex-file-compressed	176677556	172621230	1.02
tpcds_q73/duckdb:vortex-file-compressed	23095907	23789802	0.97
tpcds_q74/duckdb:vortex-file-compressed 🚀	75853685	96012399	0.79
tpcds_q75/duckdb:vortex-file-compressed	59651301	56100527	1.06
tpcds_q76/duckdb:vortex-file-compressed	19829337	18285039	1.08
tpcds_q77/duckdb:vortex-file-compressed 🚨	26956847	24048200	1.12
tpcds_q78/duckdb:vortex-file-compressed	74029801	72172277	1.03
tpcds_q79/duckdb:vortex-file-compressed	35056340	33195913	1.06
tpcds_q80/duckdb:vortex-file-compressed	49225167	51980409	0.95
tpcds_q81/duckdb:vortex-file-compressed	29735993	28132214	1.06
tpcds_q82/duckdb:vortex-file-compressed	18087139	17287262	1.05
tpcds_q83/duckdb:vortex-file-compressed	24890501	23953389	1.04
tpcds_q84/duckdb:vortex-file-compressed	21212866	19487121	1.09
tpcds_q85/duckdb:vortex-file-compressed	44674963	45578391	0.98
tpcds_q86/duckdb:vortex-file-compressed	17221837	16180048	1.06
tpcds_q87/duckdb:vortex-file-compressed 🚨	44187078	39693888	1.11
tpcds_q88/duckdb:vortex-file-compressed	34471299	33330774	1.03
tpcds_q89/duckdb:vortex-file-compressed	23785694	21681990	1.10
tpcds_q90/duckdb:vortex-file-compressed	13376600	13082891	1.02
tpcds_q91/duckdb:vortex-file-compressed	31046516	30451129	1.02
tpcds_q92/duckdb:vortex-file-compressed 🚀	22424774	25023181	0.90
tpcds_q93/duckdb:vortex-file-compressed	28683675	28511972	1.01
tpcds_q94/duckdb:vortex-file-compressed	22758206	23332548	0.98
tpcds_q95/duckdb:vortex-file-compressed	153878520	140763777	1.09
tpcds_q96/duckdb:vortex-file-compressed	13378217	13160108	1.02
tpcds_q97/duckdb:vortex-file-compressed	38602378	38870003	0.99
tpcds_q98/duckdb:vortex-file-compressed	18769624	17951528	1.05
tpcds_q99/duckdb:vortex-file-compressed	28117846	27594311	1.02

duckdb / vortex-compact (1.019x ➖, 0↑ 3↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚨	25400502	23030231	1.10
tpcds_q02/duckdb:vortex-compact	40107812	40125708	1.00
tpcds_q03/duckdb:vortex-compact	56691446	56522491	1.00
tpcds_q04/duckdb:vortex-compact	126922620	126940297	1.00
tpcds_q05/duckdb:vortex-compact	53726825	51741765	1.04
tpcds_q06/duckdb:vortex-compact	42842905	40064288	1.07
tpcds_q07/duckdb:vortex-compact	35816714	33854235	1.06
tpcds_q08/duckdb:vortex-compact	46707729	46052121	1.01
tpcds_q09/duckdb:vortex-compact	58037870	57228779	1.01
tpcds_q10/duckdb:vortex-compact	62841289	59790864	1.05
tpcds_q11/duckdb:vortex-compact	74602233	69121457	1.08
tpcds_q12/duckdb:vortex-compact	23744534	23676506	1.00
tpcds_q13/duckdb:vortex-compact	60352717	59775585	1.01
tpcds_q14/duckdb:vortex-compact	130818969	129674249	1.01
tpcds_q15/duckdb:vortex-compact	33268675	30891992	1.08
tpcds_q16/duckdb:vortex-compact	32752039	31881288	1.03
tpcds_q17/duckdb:vortex-compact	55455811	56403746	0.98
tpcds_q18/duckdb:vortex-compact	60649552	58138027	1.04
tpcds_q19/duckdb:vortex-compact	51621137	51702798	1.00
tpcds_q20/duckdb:vortex-compact	21698239	20227065	1.07
tpcds_q21/duckdb:vortex-compact 🚨	22451879	19586122	1.15
tpcds_q22/duckdb:vortex-compact	81495615	76756124	1.06
tpcds_q23/duckdb:vortex-compact	120034955	117431748	1.02
tpcds_q24/duckdb:vortex-compact	63285047	64944915	0.97
tpcds_q25/duckdb:vortex-compact	84845290	81971068	1.04
tpcds_q26/duckdb:vortex-compact	51687066	52393771	0.99
tpcds_q27/duckdb:vortex-compact	72308282	70769902	1.02
tpcds_q28/duckdb:vortex-compact	86260078	85929762	1.00
tpcds_q29/duckdb:vortex-compact	55511209	54594054	1.02
tpcds_q30/duckdb:vortex-compact	31344457	30222716	1.04
tpcds_q31/duckdb:vortex-compact	46586279	45547541	1.02
tpcds_q32/duckdb:vortex-compact	24674026	23503834	1.05
tpcds_q33/duckdb:vortex-compact	36755612	35808415	1.03
tpcds_q34/duckdb:vortex-compact	38700299	38653408	1.00
tpcds_q35/duckdb:vortex-compact	84014635	80865780	1.04
tpcds_q36/duckdb:vortex-compact	40921461	40505307	1.01
tpcds_q37/duckdb:vortex-compact	24991227	23285728	1.07
tpcds_q38/duckdb:vortex-compact	48191051	48677738	0.99
tpcds_q39/duckdb:vortex-compact	37913187	36690548	1.03
tpcds_q40/duckdb:vortex-compact	25436876	24641774	1.03
tpcds_q41/duckdb:vortex-compact	16616906	15566057	1.07
tpcds_q42/duckdb:vortex-compact	23427079	21977949	1.07
tpcds_q43/duckdb:vortex-compact	35628686	36980255	0.96
tpcds_q44/duckdb:vortex-compact	29689969	28980271	1.02
tpcds_q45/duckdb:vortex-compact 🚨	41649396	37829379	1.10
tpcds_q46/duckdb:vortex-compact	72891250	70841206	1.03
tpcds_q47/duckdb:vortex-compact	63584600	62007261	1.03
tpcds_q48/duckdb:vortex-compact	53112574	52535665	1.01
tpcds_q49/duckdb:vortex-compact	58763086	55110021	1.07
tpcds_q50/duckdb:vortex-compact	47104436	45805671	1.03
tpcds_q51/duckdb:vortex-compact	109641382	108603077	1.01
tpcds_q52/duckdb:vortex-compact	22192309	22185443	1.00
tpcds_q53/duckdb:vortex-compact	37812102	38504396	0.98
tpcds_q54/duckdb:vortex-compact	42139760	40643664	1.04
tpcds_q55/duckdb:vortex-compact	23322994	22189662	1.05
tpcds_q56/duckdb:vortex-compact	35801162	35008596	1.02
tpcds_q57/duckdb:vortex-compact	44226956	43783539	1.01
tpcds_q58/duckdb:vortex-compact	42725360	40987916	1.04
tpcds_q59/duckdb:vortex-compact	90505392	92856637	0.97
tpcds_q60/duckdb:vortex-compact	39229549	37902958	1.03
tpcds_q61/duckdb:vortex-compact	63535918	61468758	1.03
tpcds_q62/duckdb:vortex-compact	28438590	26078533	1.09
tpcds_q63/duckdb:vortex-compact	38941025	37653229	1.03
tpcds_q64/duckdb:vortex-compact	118021210	116965998	1.01
tpcds_q65/duckdb:vortex-compact	33080472	33194710	1.00
tpcds_q66/duckdb:vortex-compact	39765173	41297299	0.96
tpcds_q67/duckdb:vortex-compact	157662873	155582200	1.01
tpcds_q68/duckdb:vortex-compact	60248551	62197130	0.97
tpcds_q69/duckdb:vortex-compact	64329581	62740708	1.03
tpcds_q70/duckdb:vortex-compact	35826518	37448220	0.96
tpcds_q71/duckdb:vortex-compact	35630649	33819928	1.05
tpcds_q72/duckdb:vortex-compact	196322536	196687085	1.00
tpcds_q73/duckdb:vortex-compact	39180016	37759834	1.04
tpcds_q74/duckdb:vortex-compact	89949274	88359586	1.02
tpcds_q75/duckdb:vortex-compact	72489897	74586316	0.97
tpcds_q76/duckdb:vortex-compact	36453292	35038812	1.04
tpcds_q77/duckdb:vortex-compact	43072993	45256354	0.95
tpcds_q78/duckdb:vortex-compact	92487707	88801079	1.04
tpcds_q79/duckdb:vortex-compact	54842596	55107029	1.00
tpcds_q80/duckdb:vortex-compact	80252026	84349127	0.95
tpcds_q81/duckdb:vortex-compact	33387908	36771768	0.91
tpcds_q82/duckdb:vortex-compact	27381038	27097747	1.01
tpcds_q83/duckdb:vortex-compact	33293335	34469318	0.97
tpcds_q84/duckdb:vortex-compact	28484051	27749139	1.03
tpcds_q85/duckdb:vortex-compact	58843786	61139251	0.96
tpcds_q86/duckdb:vortex-compact	24323732	24421084	1.00
tpcds_q87/duckdb:vortex-compact	50115182	52117688	0.96
tpcds_q88/duckdb:vortex-compact	40858296	40046837	1.02
tpcds_q89/duckdb:vortex-compact	38973807	37955725	1.03
tpcds_q90/duckdb:vortex-compact	15445510	15391286	1.00
tpcds_q91/duckdb:vortex-compact	52563287	49578632	1.06
tpcds_q92/duckdb:vortex-compact	55053249	55814672	0.99
tpcds_q93/duckdb:vortex-compact	31464991	32023207	0.98
tpcds_q94/duckdb:vortex-compact	33013807	32547936	1.01
tpcds_q95/duckdb:vortex-compact	165109586	163665164	1.01
tpcds_q96/duckdb:vortex-compact	17929224	17708285	1.01
tpcds_q97/duckdb:vortex-compact	44153064	46720115	0.95
tpcds_q98/duckdb:vortex-compact	29141179	28204665	1.03
tpcds_q99/duckdb:vortex-compact	34326149	32015245	1.07

duckdb / parquet (1.025x ➖, 1↑ 9↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	28464623	30698995	0.93
tpcds_q02/duckdb:parquet	24832135	22913492	1.08
tpcds_q03/duckdb:parquet	12043041	11270820	1.07
tpcds_q04/duckdb:parquet	167865615	169572348	0.99
tpcds_q05/duckdb:parquet	30622715	27877649	1.10
tpcds_q06/duckdb:parquet	27858069	28000137	0.99
tpcds_q07/duckdb:parquet	21122207	21961999	0.96
tpcds_q08/duckdb:parquet	26709663	26607665	1.00
tpcds_q09/duckdb:parquet	39209491	39656023	0.99
tpcds_q10/duckdb:parquet	33113480	32483571	1.02
tpcds_q11/duckdb:parquet 🚨	93618210	80089036	1.17
tpcds_q12/duckdb:parquet	15016074	13726827	1.09
tpcds_q13/duckdb:parquet	33396351	33235193	1.00
tpcds_q14/duckdb:parquet	99685565	100794133	0.99
tpcds_q15/duckdb:parquet	31199290	31341219	1.00
tpcds_q16/duckdb:parquet	22638004	22070580	1.03
tpcds_q17/duckdb:parquet	38488387	38958163	0.99
tpcds_q18/duckdb:parquet	45553553	44013343	1.03
tpcds_q19/duckdb:parquet	29380588	29179710	1.01
tpcds_q20/duckdb:parquet	15970776	15134541	1.06
tpcds_q21/duckdb:parquet 🚀	10180613	11905376	0.86
tpcds_q22/duckdb:parquet 🚨	72215718	65543421	1.10
tpcds_q23/duckdb:parquet	81460026	79334251	1.03
tpcds_q24/duckdb:parquet	49010298	44895317	1.09
tpcds_q25/duckdb:parquet 🚨	37492396	32884496	1.14
tpcds_q26/duckdb:parquet	34410522	35248845	0.98
tpcds_q27/duckdb:parquet	49717646	49247175	1.01
tpcds_q28/duckdb:parquet	37885857	37092929	1.02
tpcds_q29/duckdb:parquet	36915052	36096357	1.02
tpcds_q30/duckdb:parquet	35620127	35210179	1.01
tpcds_q31/duckdb:parquet	23113102	23670215	0.98
tpcds_q32/duckdb:parquet	11326421	11695076	0.97
tpcds_q33/duckdb:parquet	21226358	20765322	1.02
tpcds_q34/duckdb:parquet	19854957	20012420	0.99
tpcds_q35/duckdb:parquet	57899927	59448795	0.97
tpcds_q36/duckdb:parquet	20246191	19566937	1.03
tpcds_q37/duckdb:parquet	12930837	12318047	1.05
tpcds_q38/duckdb:parquet	33790366	33126456	1.02
tpcds_q39/duckdb:parquet	30069383	29470331	1.02
tpcds_q40/duckdb:parquet 🚨	19360861	16992484	1.14
tpcds_q41/duckdb:parquet	7537649	7840915	0.96
tpcds_q42/duckdb:parquet	9826083	9771885	1.01
tpcds_q43/duckdb:parquet	15335446	15040258	1.02
tpcds_q44/duckdb:parquet	21514657	23123236	0.93
tpcds_q45/duckdb:parquet	27380095	26598717	1.03
tpcds_q46/duckdb:parquet	46318966	44271020	1.05
tpcds_q47/duckdb:parquet	47665149	44533644	1.07
tpcds_q48/duckdb:parquet	30476994	29007775	1.05
tpcds_q49/duckdb:parquet	25245883	23882075	1.06
tpcds_q50/duckdb:parquet	24496175	23968575	1.02
tpcds_q51/duckdb:parquet	96203475	94067148	1.02
tpcds_q52/duckdb:parquet 🚨	11286049	10074687	1.12
tpcds_q53/duckdb:parquet	14986028	14873369	1.01
tpcds_q54/duckdb:parquet	26011133	26229523	0.99
tpcds_q55/duckdb:parquet	10149247	9870986	1.03
tpcds_q56/duckdb:parquet	21418571	20175777	1.06
tpcds_q57/duckdb:parquet	35540256	34470754	1.03
tpcds_q58/duckdb:parquet	22498750	22263986	1.01
tpcds_q59/duckdb:parquet	34487556	35360132	0.98
tpcds_q60/duckdb:parquet	21426561	21778964	0.98
tpcds_q61/duckdb:parquet	30469290	30857397	0.99
tpcds_q62/duckdb:parquet	11943899	11475532	1.04
tpcds_q63/duckdb:parquet	14166211	14040654	1.01
tpcds_q64/duckdb:parquet	73879452	75160898	0.98
tpcds_q65/duckdb:parquet	20030250	19730370	1.02
tpcds_q66/duckdb:parquet	28326905	29855593	0.95
tpcds_q67/duckdb:parquet	136822749	134761470	1.02
tpcds_q68/duckdb:parquet	37480081	36475753	1.03
tpcds_q69/duckdb:parquet	36511547	36376641	1.00
tpcds_q70/duckdb:parquet	19286789	19071171	1.01
tpcds_q71/duckdb:parquet	19566653	19785132	0.99
tpcds_q72/duckdb:parquet	167131168	165982712	1.01
tpcds_q73/duckdb:parquet	17463854	17425637	1.00
tpcds_q74/duckdb:parquet	133422024	125190095	1.07
tpcds_q75/duckdb:parquet	54211729	54357861	1.00
tpcds_q76/duckdb:parquet	19282751	19138306	1.01
tpcds_q77/duckdb:parquet	21792370	21065039	1.03
tpcds_q78/duckdb:parquet	72549764	72997867	0.99
tpcds_q79/duckdb:parquet	26881060	26517895	1.01
tpcds_q80/duckdb:parquet	41757111	39458116	1.06
tpcds_q81/duckdb:parquet	32128170	31805568	1.01
tpcds_q82/duckdb:parquet	14756112	13516675	1.09
tpcds_q83/duckdb:parquet	16796093	15569703	1.08
tpcds_q84/duckdb:parquet	19821438	18319176	1.08
tpcds_q85/duckdb:parquet	40365830	38524647	1.05
tpcds_q86/duckdb:parquet	12170417	12635743	0.96
tpcds_q87/duckdb:parquet 🚨	39576641	35670240	1.11
tpcds_q88/duckdb:parquet	49744059	48888198	1.02
tpcds_q89/duckdb:parquet 🚨	17413846	15815399	1.10
tpcds_q90/duckdb:parquet 🚨	7846150	7086006	1.11
tpcds_q91/duckdb:parquet	22585459	22745000	0.99
tpcds_q92/duckdb:parquet	11787109	12162893	0.97
tpcds_q93/duckdb:parquet	29229117	28938387	1.01
tpcds_q94/duckdb:parquet	16018989	16664537	0.96
tpcds_q95/duckdb:parquet 🚨	146980057	116072897	1.27
tpcds_q96/duckdb:parquet	9025748	8397826	1.07
tpcds_q97/duckdb:parquet	35025710	34617139	1.01
tpcds_q98/duckdb:parquet	18408984	17468083	1.05
tpcds_q99/duckdb:parquet	20852182	19800593	1.05

duckdb / duckdb (1.009x ➖, 0↑ 3↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20988215	20077743	1.05
tpcds_q02/duckdb:duckdb	18923889	18427213	1.03
tpcds_q03/duckdb:duckdb	8994322	8889866	1.01
tpcds_q04/duckdb:duckdb	169368510	180966702	0.94
tpcds_q05/duckdb:duckdb	19607352	19096637	1.03
tpcds_q06/duckdb:duckdb	23100871	23333777	0.99
tpcds_q07/duckdb:duckdb	40122011	41260848	0.97
tpcds_q08/duckdb:duckdb	122163625	122277988	1.00
tpcds_q09/duckdb:duckdb	20371337	20443281	1.00
tpcds_q10/duckdb:duckdb	24774902	25182510	0.98
tpcds_q11/duckdb:duckdb	92002716	90128133	1.02
tpcds_q12/duckdb:duckdb	11475532	11728369	0.98
tpcds_q13/duckdb:duckdb	25957991	24745371	1.05
tpcds_q14/duckdb:duckdb	92375636	93985541	0.98
tpcds_q15/duckdb:duckdb	25498582	25619523	1.00
tpcds_q16/duckdb:duckdb	17758985	19232022	0.92
tpcds_q17/duckdb:duckdb	23527427	23241724	1.01
tpcds_q18/duckdb:duckdb	44627390	46116551	0.97
tpcds_q19/duckdb:duckdb	16725120	17571319	0.95
tpcds_q20/duckdb:duckdb	12899298	12869034	1.00
tpcds_q21/duckdb:duckdb	7167060	7858777	0.91
tpcds_q22/duckdb:duckdb	62198802	64724366	0.96
tpcds_q23/duckdb:duckdb	80738347	75759956	1.07
tpcds_q24/duckdb:duckdb	25553315	25484462	1.00
tpcds_q25/duckdb:duckdb	17679161	18292614	0.97
tpcds_q26/duckdb:duckdb	28291200	28057743	1.01
tpcds_q27/duckdb:duckdb	39728581	40500750	0.98
tpcds_q28/duckdb:duckdb	22256615	21722339	1.02
tpcds_q29/duckdb:duckdb	22096665	22832703	0.97
tpcds_q30/duckdb:duckdb	27500037	30306760	0.91
tpcds_q31/duckdb:duckdb	50926272	50193056	1.01
tpcds_q32/duckdb:duckdb	8200985	8145738	1.01
tpcds_q33/duckdb:duckdb	13992429	13406085	1.04
tpcds_q34/duckdb:duckdb	17126597	16435920	1.04
tpcds_q35/duckdb:duckdb	35037748	32346786	1.08
tpcds_q36/duckdb:duckdb	74496739	73181142	1.02
tpcds_q37/duckdb:duckdb	8583806	8306207	1.03
tpcds_q38/duckdb:duckdb	32619301	32504137	1.00
tpcds_q39/duckdb:duckdb	26441741	26195091	1.01
tpcds_q40/duckdb:duckdb	14937028	14116361	1.06
tpcds_q41/duckdb:duckdb	8629374	8690640	0.99
tpcds_q42/duckdb:duckdb	6585036	7287195	0.90
tpcds_q43/duckdb:duckdb	12563153	11530185	1.09
tpcds_q44/duckdb:duckdb	14164791	13905470	1.02
tpcds_q45/duckdb:duckdb	17801355	17450765	1.02
tpcds_q46/duckdb:duckdb	37307938	38381467	0.97
tpcds_q47/duckdb:duckdb	41192803	41049233	1.00
tpcds_q48/duckdb:duckdb	24020327	22237607	1.08
tpcds_q49/duckdb:duckdb	16836766	15999778	1.05
tpcds_q50/duckdb:duckdb	16111492	14758321	1.09
tpcds_q51/duckdb:duckdb	92329880	92190615	1.00
tpcds_q52/duckdb:duckdb	7820022	7688185	1.02
tpcds_q53/duckdb:duckdb	14125640	13397495	1.05
tpcds_q54/duckdb:duckdb	17750497	17424038	1.02
tpcds_q55/duckdb:duckdb	7312047	7466064	0.98
tpcds_q56/duckdb:duckdb	13484775	14402118	0.94
tpcds_q57/duckdb:duckdb	32524855	31936813	1.02
tpcds_q58/duckdb:duckdb	13897432	13424538	1.04
tpcds_q59/duckdb:duckdb	35900801	36378953	0.99
tpcds_q60/duckdb:duckdb	15099509	15826178	0.95
tpcds_q61/duckdb:duckdb	15026138	15305449	0.98
tpcds_q62/duckdb:duckdb	9966849	10162166	0.98
tpcds_q63/duckdb:duckdb	13005829	13061819	1.00
tpcds_q64/duckdb:duckdb	54680313	57734626	0.95
tpcds_q65/duckdb:duckdb	33949457	35942325	0.94
tpcds_q66/duckdb:duckdb	27032971	25713836	1.05
tpcds_q67/duckdb:duckdb	135559284	130002038	1.04
tpcds_q68/duckdb:duckdb	26501347	25699633	1.03
tpcds_q69/duckdb:duckdb	25743028	26238563	0.98
tpcds_q70/duckdb:duckdb	15261716	14824890	1.03
tpcds_q71/duckdb:duckdb	13574916	12721974	1.07
tpcds_q72/duckdb:duckdb	44174367	42454071	1.04
tpcds_q73/duckdb:duckdb 🚨	13763535	10862066	1.27
tpcds_q74/duckdb:duckdb	147755883	145030732	1.02
tpcds_q75/duckdb:duckdb	44621275	42665149	1.05
tpcds_q76/duckdb:duckdb	11551696	12294431	0.94
tpcds_q77/duckdb:duckdb	13344759	12668886	1.05
tpcds_q78/duckdb:duckdb	64966483	64806058	1.00
tpcds_q79/duckdb:duckdb	19237159	19550345	0.98
tpcds_q80/duckdb:duckdb	28684957	29117784	0.99
tpcds_q81/duckdb:duckdb	39840732	40650328	0.98
tpcds_q82/duckdb:duckdb	8935932	9323497	0.96
tpcds_q83/duckdb:duckdb	10144718	9920589	1.02
tpcds_q84/duckdb:duckdb	14131450	14877010	0.95
tpcds_q85/duckdb:duckdb	26672867	25139719	1.06
tpcds_q86/duckdb:duckdb 🚨	12424930	11023657	1.13
tpcds_q87/duckdb:duckdb	35439087	34270505	1.03
tpcds_q88/duckdb:duckdb	26919530	26502041	1.02
tpcds_q89/duckdb:duckdb	15312667	15194557	1.01
tpcds_q90/duckdb:duckdb	5777789	5943564	0.97
tpcds_q91/duckdb:duckdb	13658704	13831262	0.99
tpcds_q92/duckdb:duckdb	9308786	9151193	1.02
tpcds_q93/duckdb:duckdb	23680890	23651386	1.00
tpcds_q94/duckdb:duckdb	13964251	12792328	1.09
tpcds_q95/duckdb:duckdb 🚨	135017616	115517355	1.17
tpcds_q96/duckdb:duckdb	4915605	4960243	0.99
tpcds_q97/duckdb:duckdb	30805137	30379621	1.01
tpcds_q98/duckdb:duckdb	13748600	13404753	1.03
tpcds_q99/duckdb:duckdb	17897715	17271477	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+8.3%	+1.7%	+6.6%	+19.1%	➖ noise
1	datafusion:vortex-file-compressed	+1.7%	+1.7%	+0.0%	+18.9%	➖ noise
1	duckdb:duckdb	+4.5%	+1.7%	+2.8%	+23.6%	➖ noise
1	duckdb:vortex-compact	+10.3%	+1.7%	+8.5%	+21.1%	➖ noise
1	duckdb:vortex-file-compressed	+2.6%	+1.7%	+0.9%	+36.7%	➖ noise
2	datafusion:vortex-compact	+0.9%	+5.0%	-4.0%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+0.9%	+5.0%	-3.9%	+10.0%	➖ noise
2	duckdb:duckdb	+2.7%	+5.0%	-2.2%	+10.0%	➖ noise
2	duckdb:vortex-compact	-0.0%	+5.0%	-4.8%	+24.3%	➖ noise
2	duckdb:vortex-file-compressed	+8.3%	+5.0%	+3.2%	+32.1%	➖ noise
3	datafusion:vortex-compact	+1.7%	+6.1%	-4.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+5.2%	+6.1%	-0.9%	+10.0%	➖ noise
3	duckdb:duckdb	+1.2%	+6.1%	-4.7%	+13.4%	➖ noise
3	duckdb:vortex-compact	+0.3%	+6.1%	-5.5%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+2.5%	+6.1%	-3.4%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.0%	-1.0%	+2.1%	+12.3%	➖ noise
4	datafusion:vortex-file-compressed	+3.3%	-1.0%	+4.4%	+10.0%	➖ noise
4	duckdb:duckdb	-6.4%	-1.0%	-5.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.0%	-1.0%	+1.0%	+12.3%	➖ noise
4	duckdb:vortex-file-compressed	-3.2%	-1.0%	-2.2%	+15.0%	➖ noise
5	datafusion:vortex-compact	+6.2%	+5.9%	+0.3%	+12.5%	➖ noise
5	datafusion:vortex-file-compressed	+2.5%	+5.9%	-3.2%	+13.9%	➖ noise
5	duckdb:duckdb	+2.7%	+5.9%	-3.0%	+15.8%	➖ noise
5	duckdb:vortex-compact	+3.8%	+5.9%	-2.0%	+11.1%	➖ noise
5	duckdb:vortex-file-compressed	+1.6%	+5.9%	-4.1%	+12.7%	➖ noise
6	datafusion:vortex-compact	-0.3%	+2.3%	-2.5%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.5%	+2.3%	-1.8%	+10.0%	➖ noise
6	duckdb:duckdb	-1.0%	+2.3%	-3.2%	+12.1%	➖ noise
6	duckdb:vortex-compact	+6.9%	+2.3%	+4.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+2.9%	+2.3%	+0.6%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.3%	+1.3%	-2.5%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-3.7%	+1.3%	-4.9%	+10.0%	➖ noise
7	duckdb:duckdb	-2.8%	+1.3%	-4.0%	+24.0%	➖ noise
7	duckdb:vortex-compact	+5.8%	+1.3%	+4.5%	+17.3%	➖ noise
7	duckdb:vortex-file-compressed	+3.8%	+1.3%	+2.5%	+33.7%	➖ noise
8	datafusion:vortex-compact	+2.3%	+1.4%	+0.9%	+10.6%	➖ noise
8	datafusion:vortex-file-compressed	+1.1%	+1.4%	-0.3%	+10.5%	➖ noise
8	duckdb:duckdb	-0.1%	+1.4%	-1.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	+1.4%	+1.4%	+0.0%	+15.6%	➖ noise
8	duckdb:vortex-file-compressed	+4.7%	+1.4%	+3.3%	+12.6%	➖ noise
9	datafusion:vortex-compact	+1.5%	+2.3%	-0.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.6%	+2.3%	-1.7%	+10.0%	➖ noise
9	duckdb:duckdb	-0.4%	+2.3%	-2.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.4%	+2.3%	-0.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.8%	+2.3%	-0.5%	+10.0%	➖ noise
10	datafusion:vortex-compact	+0.3%	+2.2%	-1.9%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.0%	+2.2%	-2.2%	+10.7%	➖ noise
10	duckdb:duckdb	-1.6%	+2.2%	-3.8%	+10.8%	➖ noise
10	duckdb:vortex-compact	+5.1%	+2.2%	+2.8%	+11.7%	➖ noise
10	duckdb:vortex-file-compressed	+0.6%	+2.2%	-1.6%	+10.5%	➖ noise
11	datafusion:vortex-compact	-2.7%	+14.3%	-14.9%	+10.0%	✅ faster
11	datafusion:vortex-file-compressed	-1.3%	+14.3%	-13.7%	+10.0%	✅ faster
11	duckdb:duckdb	+2.1%	+14.3%	-10.7%	+10.3%	✅ faster
11	duckdb:vortex-compact	+7.9%	+14.3%	-5.6%	+10.9%	➖ noise
11	duckdb:vortex-file-compressed	+7.3%	+14.3%	-6.2%	+11.9%	➖ noise
12	datafusion:vortex-compact	+5.1%	+6.2%	-1.1%	+16.6%	➖ noise
12	datafusion:vortex-file-compressed	-2.7%	+6.2%	-8.4%	+12.5%	➖ noise
12	duckdb:duckdb	-2.2%	+6.2%	-7.9%	+18.8%	➖ noise
12	duckdb:vortex-compact	+0.3%	+6.2%	-5.6%	+12.4%	➖ noise
12	duckdb:vortex-file-compressed	+3.5%	+6.2%	-2.6%	+13.8%	➖ noise
13	datafusion:vortex-compact	+6.9%	+2.7%	+4.1%	+17.1%	➖ noise
13	datafusion:vortex-file-compressed	+1.6%	+2.7%	-1.1%	+10.0%	➖ noise
13	duckdb:duckdb	+4.9%	+2.7%	+2.2%	+10.0%	➖ noise
13	duckdb:vortex-compact	+1.0%	+2.7%	-1.7%	+15.6%	➖ noise
13	duckdb:vortex-file-compressed	+5.4%	+2.7%	+2.7%	+10.0%	➖ noise
14	datafusion:vortex-compact	-0.1%	+0.3%	-0.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.6%	+0.3%	+1.4%	+10.0%	➖ noise
14	duckdb:duckdb	-1.7%	+0.3%	-2.0%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.9%	+0.3%	+0.6%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+2.8%	+0.3%	+2.5%	+10.0%	➖ noise
15	datafusion:vortex-compact	+0.2%	-0.6%	+0.8%	+17.9%	➖ noise
15	datafusion:vortex-file-compressed	+1.4%	-0.6%	+2.0%	+10.0%	➖ noise
15	duckdb:duckdb	-0.5%	-0.6%	+0.1%	+14.9%	➖ noise
15	duckdb:vortex-compact	+7.7%	-0.6%	+8.3%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+4.0%	-0.6%	+4.6%	+10.0%	➖ noise
16	datafusion:vortex-compact	+6.6%	+2.6%	+3.9%	+12.5%	➖ noise
16	datafusion:vortex-file-compressed	+3.3%	+2.6%	+0.7%	+10.0%	➖ noise
16	duckdb:duckdb	-7.7%	+2.6%	-10.0%	+16.5%	➖ noise
16	duckdb:vortex-compact	+2.7%	+2.6%	+0.1%	+11.9%	➖ noise
16	duckdb:vortex-file-compressed	+3.2%	+2.6%	+0.5%	+10.1%	➖ noise
17	datafusion:vortex-compact	+0.8%	-2.0%	+2.9%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+5.4%	-2.0%	+7.6%	+10.0%	➖ noise
17	duckdb:duckdb	+1.2%	-2.0%	+3.3%	+10.0%	➖ noise
17	duckdb:vortex-compact	-1.7%	-2.0%	+0.4%	+11.1%	➖ noise
17	duckdb:vortex-file-compressed	+5.3%	-2.0%	+7.5%	+17.0%	➖ noise
18	datafusion:vortex-compact	+0.1%	+1.2%	-1.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+0.2%	+1.2%	-0.9%	+10.0%	➖ noise
18	duckdb:duckdb	-3.2%	+1.2%	-4.3%	+10.0%	➖ noise
18	duckdb:vortex-compact	+4.3%	+1.2%	+3.1%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.3%	+1.2%	+3.1%	+11.6%	➖ noise
19	datafusion:vortex-compact	+0.6%	-0.1%	+0.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.8%	-0.1%	+1.8%	+10.0%	➖ noise
19	duckdb:duckdb	-4.8%	-0.1%	-4.7%	+10.7%	➖ noise
19	duckdb:vortex-compact	-0.2%	-0.1%	-0.1%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+2.2%	-0.1%	+2.3%	+10.0%	➖ noise
20	datafusion:vortex-compact	+1.1%	+3.4%	-2.2%	+11.2%	➖ noise
20	datafusion:vortex-file-compressed	+5.0%	+3.4%	+1.5%	+10.0%	➖ noise
20	duckdb:duckdb	+0.2%	+3.4%	-3.1%	+11.7%	➖ noise
20	duckdb:vortex-compact	+7.3%	+3.4%	+3.7%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+0.7%	+3.4%	-2.7%	+10.0%	➖ noise
21	datafusion:vortex-compact	+3.5%	-6.0%	+10.1%	+12.6%	➖ noise
21	datafusion:vortex-file-compressed	+0.5%	-6.0%	+6.9%	+13.0%	➖ noise
21	duckdb:duckdb	-8.8%	-6.0%	-3.0%	+22.1%	➖ noise
21	duckdb:vortex-compact	+14.6%	-6.0%	+21.9%	+14.9%	🚨 regression
21	duckdb:vortex-file-compressed	+5.6%	-6.0%	+12.4%	+17.1%	➖ noise
22	datafusion:vortex-compact	-0.7%	+8.3%	-8.3%	+23.9%	➖ noise
22	datafusion:vortex-file-compressed	-0.1%	+8.3%	-7.8%	+30.2%	➖ noise
22	duckdb:duckdb	-3.9%	+8.3%	-11.3%	+16.5%	➖ noise
22	duckdb:vortex-compact	+6.2%	+8.3%	-2.0%	+12.7%	➖ noise
22	duckdb:vortex-file-compressed	-2.0%	+8.3%	-9.5%	+13.0%	➖ noise
23	datafusion:vortex-compact	+0.4%	+2.7%	-2.2%	+11.0%	➖ noise
23	datafusion:vortex-file-compressed	+3.4%	+2.7%	+0.7%	+10.3%	➖ noise
23	duckdb:duckdb	+6.6%	+2.7%	+3.8%	+16.1%	➖ noise
23	duckdb:vortex-compact	+2.2%	+2.7%	-0.5%	+10.6%	➖ noise
23	duckdb:vortex-file-compressed	+0.2%	+2.7%	-2.4%	+15.0%	➖ noise
24	datafusion:vortex-compact	+2.4%	+7.3%	-4.6%	+10.6%	➖ noise
24	datafusion:vortex-file-compressed	+1.5%	+7.3%	-5.4%	+10.3%	➖ noise
24	duckdb:duckdb	+0.3%	+7.3%	-6.6%	+11.2%	➖ noise
24	duckdb:vortex-compact	-2.6%	+7.3%	-9.2%	+10.7%	➖ noise
24	duckdb:vortex-file-compressed	+0.8%	+7.3%	-6.1%	+14.8%	➖ noise
25	datafusion:vortex-compact	+5.7%	+10.4%	-4.3%	+11.6%	➖ noise
25	datafusion:vortex-file-compressed	+4.0%	+10.4%	-5.8%	+10.0%	➖ noise
25	duckdb:duckdb	-3.4%	+10.4%	-12.5%	+11.1%	✅ faster
25	duckdb:vortex-compact	+3.5%	+10.4%	-6.3%	+11.5%	➖ noise
25	duckdb:vortex-file-compressed	+2.3%	+10.4%	-7.4%	+10.0%	➖ noise
26	datafusion:vortex-compact	+3.8%	+1.4%	+2.3%	+14.7%	➖ noise
26	datafusion:vortex-file-compressed	+3.0%	+1.4%	+1.6%	+14.7%	➖ noise
26	duckdb:duckdb	+0.8%	+1.4%	-0.6%	+13.3%	➖ noise
26	duckdb:vortex-compact	-1.3%	+1.4%	-2.7%	+10.0%	➖ noise
26	duckdb:vortex-file-compressed	+10.0%	+1.4%	+8.5%	+14.2%	➖ noise
27	datafusion:vortex-compact	+7.0%	+2.6%	+4.3%	+11.2%	➖ noise
27	datafusion:vortex-file-compressed	+5.0%	+2.6%	+2.4%	+10.7%	➖ noise
27	duckdb:duckdb	-1.9%	+2.6%	-4.4%	+16.5%	➖ noise
27	duckdb:vortex-compact	+2.2%	+2.6%	-0.4%	+10.2%	➖ noise
27	duckdb:vortex-file-compressed	+4.8%	+2.6%	+2.2%	+18.1%	➖ noise
28	datafusion:vortex-compact	-1.2%	+1.6%	-2.8%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.6%	+1.6%	-1.0%	+10.0%	➖ noise
28	duckdb:duckdb	+2.5%	+1.6%	+0.8%	+10.0%	➖ noise
28	duckdb:vortex-compact	+0.4%	+1.6%	-1.2%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+2.9%	+1.6%	+1.3%	+10.0%	➖ noise
29	datafusion:vortex-compact	+3.9%	+2.0%	+1.9%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+3.8%	+2.0%	+1.7%	+14.9%	➖ noise
29	duckdb:duckdb	-3.2%	+2.0%	-5.1%	+42.0%	➖ noise
29	duckdb:vortex-compact	+1.7%	+2.0%	-0.3%	+12.1%	➖ noise
29	duckdb:vortex-file-compressed	+14.1%	+2.0%	+11.9%	+20.0%	➖ noise
30	datafusion:vortex-compact	+1.5%	+1.1%	+0.3%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	+3.7%	+1.1%	+2.6%	+10.0%	➖ noise
30	duckdb:duckdb	-9.3%	+1.1%	-10.3%	+10.0%	✅ faster
30	duckdb:vortex-compact	+3.7%	+1.1%	+2.6%	+10.8%	➖ noise
30	duckdb:vortex-file-compressed	+1.4%	+1.1%	+0.2%	+10.0%	➖ noise
31	datafusion:vortex-compact	+5.1%	-2.0%	+7.3%	+11.4%	➖ noise
31	datafusion:vortex-file-compressed	+5.0%	-2.0%	+7.1%	+10.0%	➖ noise
31	duckdb:duckdb	+1.5%	-2.0%	+3.6%	+10.6%	➖ noise
31	duckdb:vortex-compact	+2.3%	-2.0%	+4.4%	+10.7%	➖ noise
31	duckdb:vortex-file-compressed	+6.0%	-2.0%	+8.2%	+16.0%	➖ noise
32	datafusion:vortex-compact	+2.1%	+6.4%	-4.0%	+13.5%	➖ noise
32	datafusion:vortex-file-compressed	+1.7%	+6.4%	-4.4%	+15.4%	➖ noise
32	duckdb:duckdb	+0.7%	+6.4%	-5.3%	+14.8%	➖ noise
32	duckdb:vortex-compact	+5.0%	+6.4%	-1.3%	+16.7%	➖ noise
32	duckdb:vortex-file-compressed	+11.3%	+6.4%	+4.6%	+12.8%	➖ noise
33	datafusion:vortex-compact	+3.4%	+9.3%	-5.4%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-0.7%	+9.3%	-9.2%	+10.1%	✅ faster
33	duckdb:duckdb	+4.4%	+9.3%	-4.5%	+13.4%	➖ noise
33	duckdb:vortex-compact	+2.6%	+9.3%	-6.1%	+12.5%	➖ noise
33	duckdb:vortex-file-compressed	+7.7%	+9.3%	-1.5%	+10.5%	➖ noise
34	datafusion:vortex-compact	+0.2%	-0.8%	+0.9%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-1.2%	-0.8%	-0.4%	+10.0%	➖ noise
34	duckdb:duckdb	+4.2%	-0.8%	+5.0%	+12.8%	➖ noise
34	duckdb:vortex-compact	+0.1%	-0.8%	+0.9%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+6.7%	-0.8%	+7.6%	+11.4%	➖ noise
35	datafusion:vortex-compact	-3.1%	+2.5%	-5.4%	+12.0%	➖ noise
35	datafusion:vortex-file-compressed	+3.2%	+2.5%	+0.7%	+10.0%	➖ noise
35	duckdb:duckdb	+8.3%	+2.5%	+5.7%	+17.2%	➖ noise
35	duckdb:vortex-compact	+3.9%	+2.5%	+1.4%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+4.8%	+2.5%	+2.3%	+10.0%	➖ noise
36	datafusion:vortex-compact	+5.1%	+3.7%	+1.4%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+8.9%	+3.7%	+5.0%	+10.0%	➖ noise
36	duckdb:duckdb	+1.8%	+3.7%	-1.8%	+10.0%	➖ noise
36	duckdb:vortex-compact	+1.0%	+3.7%	-2.6%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+6.6%	+3.7%	+2.8%	+10.0%	➖ noise
37	datafusion:vortex-compact	-0.0%	+2.5%	-2.5%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-1.3%	+2.5%	-3.7%	+10.0%	➖ noise
37	duckdb:duckdb	+3.3%	+2.5%	+0.8%	+18.1%	➖ noise
37	duckdb:vortex-compact	+7.3%	+2.5%	+4.7%	+12.6%	➖ noise
37	duckdb:vortex-file-compressed	+12.2%	+2.5%	+9.4%	+10.5%	➖ noise
38	datafusion:vortex-compact	+1.3%	+3.3%	-1.9%	+13.8%	➖ noise
38	datafusion:vortex-file-compressed	+5.4%	+3.3%	+2.1%	+10.4%	➖ noise
38	duckdb:duckdb	+0.4%	+3.3%	-2.8%	+16.1%	➖ noise
38	duckdb:vortex-compact	-1.0%	+3.3%	-4.1%	+18.4%	➖ noise
38	duckdb:vortex-file-compressed	+4.4%	+3.3%	+1.1%	+13.6%	➖ noise
39	datafusion:vortex-compact	+2.6%	+3.1%	-0.5%	+10.1%	➖ noise
39	datafusion:vortex-file-compressed	+3.4%	+3.1%	+0.3%	+10.0%	➖ noise
39	duckdb:duckdb	+0.9%	+3.1%	-2.1%	+17.3%	➖ noise
39	duckdb:vortex-compact	+3.3%	+3.1%	+0.2%	+14.0%	➖ noise
39	duckdb:vortex-file-compressed	+5.5%	+3.1%	+2.3%	+12.9%	➖ noise
40	datafusion:vortex-compact	+4.6%	+3.4%	+1.1%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-3.1%	+3.4%	-6.3%	+10.0%	➖ noise
40	duckdb:duckdb	+5.8%	+3.4%	+2.3%	+10.0%	➖ noise
40	duckdb:vortex-compact	+3.2%	+3.4%	-0.2%	+10.2%	➖ noise
40	duckdb:vortex-file-compressed	+11.4%	+3.4%	+7.7%	+15.6%	➖ noise
41	datafusion:vortex-compact	-2.9%	+0.7%	-3.6%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	+0.5%	+0.7%	-0.2%	+10.0%	➖ noise
41	duckdb:duckdb	-0.7%	+0.7%	-1.4%	+10.0%	➖ noise
41	duckdb:vortex-compact	+6.8%	+0.7%	+6.0%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+2.9%	+0.7%	+2.1%	+10.0%	➖ noise
42	datafusion:vortex-compact	-0.1%	-1.3%	+1.3%	+16.5%	➖ noise
42	datafusion:vortex-file-compressed	+1.2%	-1.3%	+2.5%	+12.6%	➖ noise
42	duckdb:duckdb	-9.6%	-1.3%	-8.4%	+16.4%	➖ noise
42	duckdb:vortex-compact	+6.6%	-1.3%	+8.0%	+13.2%	➖ noise
42	duckdb:vortex-file-compressed	-4.3%	-1.3%	-3.0%	+18.2%	➖ noise
43	datafusion:vortex-compact	-2.1%	-2.1%	-0.0%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+4.9%	-2.1%	+7.1%	+14.0%	➖ noise
43	duckdb:duckdb	+9.0%	-2.1%	+11.3%	+15.6%	➖ noise
43	duckdb:vortex-compact	-3.7%	-2.1%	-1.6%	+15.7%	➖ noise
43	duckdb:vortex-file-compressed	-5.6%	-2.1%	-3.6%	+10.0%	➖ noise
44	datafusion:vortex-compact	+0.3%	-4.7%	+5.3%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+1.0%	-4.7%	+6.0%	+15.1%	➖ noise
44	duckdb:duckdb	+1.9%	-4.7%	+6.9%	+12.4%	➖ noise
44	duckdb:vortex-compact	+2.4%	-4.7%	+7.5%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+9.4%	-4.7%	+14.8%	+10.0%	🚨 regression
45	datafusion:vortex-compact	+2.6%	+3.1%	-0.5%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-0.4%	+3.1%	-3.4%	+10.0%	➖ noise
45	duckdb:duckdb	+2.0%	+3.1%	-1.1%	+10.0%	➖ noise
45	duckdb:vortex-compact	+10.1%	+3.1%	+6.8%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	+1.5%	+3.1%	-1.5%	+12.0%	➖ noise
46	datafusion:vortex-compact	+5.6%	+2.0%	+3.6%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+8.4%	+2.0%	+6.3%	+10.0%	➖ noise
46	duckdb:duckdb	-2.8%	+2.0%	-4.7%	+10.0%	➖ noise
46	duckdb:vortex-compact	+2.9%	+2.0%	+0.9%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-1.9%	+2.0%	-3.8%	+10.0%	➖ noise
47	datafusion:vortex-compact	-1.2%	+4.8%	-5.7%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+2.8%	+4.8%	-1.9%	+10.0%	➖ noise
47	duckdb:duckdb	+0.3%	+4.8%	-4.3%	+10.0%	➖ noise
47	duckdb:vortex-compact	+2.5%	+4.8%	-2.2%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+6.7%	+4.8%	+1.8%	+10.0%	➖ noise
48	datafusion:vortex-compact	-0.3%	+4.8%	-4.9%	+11.8%	➖ noise
48	datafusion:vortex-file-compressed	-0.7%	+4.8%	-5.2%	+10.0%	➖ noise
48	duckdb:duckdb	+8.0%	+4.8%	+3.0%	+10.0%	➖ noise
48	duckdb:vortex-compact	+1.1%	+4.8%	-3.6%	+12.2%	➖ noise
48	duckdb:vortex-file-compressed	+7.4%	+4.8%	+2.5%	+10.0%	➖ noise
49	datafusion:vortex-compact	-0.8%	+6.9%	-7.2%	+10.6%	➖ noise
49	datafusion:vortex-file-compressed	+5.2%	+6.9%	-1.6%	+10.0%	➖ noise
49	duckdb:duckdb	+5.2%	+6.9%	-1.6%	+17.0%	➖ noise
49	duckdb:vortex-compact	+6.6%	+6.9%	-0.3%	+11.2%	➖ noise
49	duckdb:vortex-file-compressed	+2.8%	+6.9%	-3.9%	+17.7%	➖ noise
50	datafusion:vortex-compact	+3.5%	+4.0%	-0.6%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+9.6%	+4.0%	+5.4%	+10.0%	➖ noise
50	duckdb:duckdb	+9.2%	+4.0%	+4.9%	+10.8%	➖ noise
50	duckdb:vortex-compact	+2.8%	+4.0%	-1.2%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+1.3%	+4.0%	-2.6%	+10.2%	➖ noise
51	datafusion:vortex-compact	+1.1%	+2.3%	-1.2%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+0.2%	+2.3%	-2.0%	+10.0%	➖ noise
51	duckdb:duckdb	+0.2%	+2.3%	-2.1%	+20.6%	➖ noise
51	duckdb:vortex-compact	+1.0%	+2.3%	-1.3%	+16.4%	➖ noise
51	duckdb:vortex-file-compressed	+0.2%	+2.3%	-2.0%	+10.0%	➖ noise
52	datafusion:vortex-compact	-2.3%	+7.8%	-9.4%	+10.7%	➖ noise
52	datafusion:vortex-file-compressed	+0.2%	+7.8%	-7.0%	+12.7%	➖ noise
52	duckdb:duckdb	+1.7%	+7.8%	-5.7%	+16.0%	➖ noise
52	duckdb:vortex-compact	+0.0%	+7.8%	-7.2%	+10.2%	➖ noise
52	duckdb:vortex-file-compressed	-8.6%	+7.8%	-15.2%	+11.4%	✅ faster
53	datafusion:vortex-compact	-0.0%	+1.5%	-1.5%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+4.2%	+1.5%	+2.7%	+10.0%	➖ noise
53	duckdb:duckdb	+5.4%	+1.5%	+3.9%	+11.3%	➖ noise
53	duckdb:vortex-compact	-1.8%	+1.5%	-3.2%	+13.1%	➖ noise
53	duckdb:vortex-file-compressed	+6.0%	+1.5%	+4.4%	+10.0%	➖ noise
54	datafusion:vortex-compact	-1.8%	+0.9%	-2.6%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+1.8%	+0.9%	+0.9%	+10.0%	➖ noise
54	duckdb:duckdb	+1.9%	+0.9%	+1.0%	+10.9%	➖ noise
54	duckdb:vortex-compact	+3.7%	+0.9%	+2.8%	+11.6%	➖ noise
54	duckdb:vortex-file-compressed	+5.4%	+0.9%	+4.5%	+10.0%	➖ noise
55	datafusion:vortex-compact	+1.8%	+6.3%	-4.3%	+12.5%	➖ noise
55	datafusion:vortex-file-compressed	-0.4%	+6.3%	-6.3%	+11.6%	➖ noise
55	duckdb:duckdb	-2.1%	+6.3%	-7.9%	+15.7%	➖ noise
55	duckdb:vortex-compact	+5.1%	+6.3%	-1.1%	+11.6%	➖ noise
55	duckdb:vortex-file-compressed	+5.0%	+6.3%	-1.3%	+12.5%	➖ noise
56	datafusion:vortex-compact	+4.0%	+5.4%	-1.3%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-0.8%	+5.4%	-5.9%	+10.0%	➖ noise
56	duckdb:duckdb	-6.4%	+5.4%	-11.1%	+10.7%	✅ faster
56	duckdb:vortex-compact	+2.3%	+5.4%	-2.9%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	-2.4%	+5.4%	-7.4%	+21.5%	➖ noise
57	datafusion:vortex-compact	-0.4%	+10.8%	-10.1%	+10.2%	✅ faster
57	datafusion:vortex-file-compressed	+3.8%	+10.8%	-6.3%	+10.0%	➖ noise
57	duckdb:duckdb	+1.8%	+10.8%	-8.1%	+10.0%	➖ noise
57	duckdb:vortex-compact	+1.0%	+10.8%	-8.8%	+12.0%	➖ noise
57	duckdb:vortex-file-compressed	-0.2%	+10.8%	-9.9%	+11.5%	➖ noise
58	datafusion:vortex-compact	-3.3%	+2.2%	-5.4%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	-0.6%	+2.2%	-2.8%	+10.0%	➖ noise
58	duckdb:duckdb	+3.5%	+2.2%	+1.3%	+16.6%	➖ noise
58	duckdb:vortex-compact	+4.2%	+2.2%	+2.0%	+15.8%	➖ noise
58	duckdb:vortex-file-compressed	+8.4%	+2.2%	+6.1%	+10.0%	➖ noise
59	datafusion:vortex-compact	-1.4%	-0.5%	-0.9%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+1.2%	-0.5%	+1.6%	+10.0%	➖ noise
59	duckdb:duckdb	-1.3%	-0.5%	-0.9%	+10.0%	➖ noise
59	duckdb:vortex-compact	-2.5%	-0.5%	-2.1%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-0.3%	-0.5%	+0.1%	+10.0%	➖ noise
60	datafusion:vortex-compact	-0.2%	+7.9%	-7.5%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	-0.5%	+7.9%	-7.9%	+10.0%	➖ noise
60	duckdb:duckdb	-4.6%	+7.9%	-11.6%	+10.6%	✅ faster
60	duckdb:vortex-compact	+3.5%	+7.9%	-4.1%	+11.9%	➖ noise
60	duckdb:vortex-file-compressed	-1.2%	+7.9%	-8.5%	+10.0%	➖ noise
61	datafusion:vortex-compact	+6.0%	+1.2%	+4.7%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-1.4%	+1.2%	-2.5%	+10.0%	➖ noise
61	duckdb:duckdb	-1.8%	+1.2%	-3.0%	+10.0%	➖ noise
61	duckdb:vortex-compact	+3.4%	+1.2%	+2.2%	+10.9%	➖ noise
61	duckdb:vortex-file-compressed	+24.1%	+1.2%	+22.6%	+18.1%	🚨 regression
62	datafusion:vortex-compact	-10.2%	+8.5%	-17.2%	+26.4%	➖ noise
62	datafusion:vortex-file-compressed	+0.8%	+8.5%	-7.1%	+23.3%	➖ noise
62	duckdb:duckdb	-1.9%	+8.5%	-9.6%	+15.0%	➖ noise
62	duckdb:vortex-compact	+9.0%	+8.5%	+0.5%	+18.8%	➖ noise
62	duckdb:vortex-file-compressed	+11.6%	+8.5%	+2.9%	+19.5%	➖ noise
63	datafusion:vortex-compact	+5.5%	+2.3%	+3.2%	+14.3%	➖ noise
63	datafusion:vortex-file-compressed	+10.3%	+2.3%	+7.8%	+10.0%	➖ noise
63	duckdb:duckdb	-0.4%	+2.3%	-2.6%	+10.0%	➖ noise
63	duckdb:vortex-compact	+3.4%	+2.3%	+1.1%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+3.8%	+2.3%	+1.5%	+10.0%	➖ noise
64	datafusion:vortex-compact	+2.0%	-1.1%	+3.1%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+2.4%	-1.1%	+3.5%	+10.0%	➖ noise
64	duckdb:duckdb	-5.3%	-1.1%	-4.3%	+10.0%	➖ noise
64	duckdb:vortex-compact	+0.9%	-1.1%	+2.0%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-2.2%	-1.1%	-1.2%	+10.2%	➖ noise
65	datafusion:vortex-compact	+7.1%	+3.9%	+3.1%	+14.2%	➖ noise
65	datafusion:vortex-file-compressed	+0.7%	+3.9%	-3.1%	+11.7%	➖ noise
65	duckdb:duckdb	-5.5%	+3.9%	-9.1%	+13.4%	➖ noise
65	duckdb:vortex-compact	-0.3%	+3.9%	-4.1%	+13.1%	➖ noise
65	duckdb:vortex-file-compressed	+8.7%	+3.9%	+4.6%	+37.3%	➖ noise
66	datafusion:vortex-compact	+2.2%	-1.0%	+3.2%	+10.5%	➖ noise
66	datafusion:vortex-file-compressed	+1.7%	-1.0%	+2.7%	+11.4%	➖ noise
66	duckdb:duckdb	+5.1%	-1.0%	+6.2%	+12.2%	➖ noise
66	duckdb:vortex-compact	-3.7%	-1.0%	-2.7%	+12.0%	➖ noise
66	duckdb:vortex-file-compressed	+1.3%	-1.0%	+2.3%	+12.3%	➖ noise
67	datafusion:vortex-compact	+2.2%	+1.3%	+0.8%	+13.7%	➖ noise
67	datafusion:vortex-file-compressed	-7.5%	+1.3%	-8.7%	+10.0%	➖ noise
67	duckdb:duckdb	+4.3%	+1.3%	+2.9%	+15.1%	➖ noise
67	duckdb:vortex-compact	+1.3%	+1.3%	-0.0%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+4.3%	+1.3%	+3.0%	+11.2%	➖ noise
68	datafusion:vortex-compact	+0.2%	+1.9%	-1.6%	+11.7%	➖ noise
68	datafusion:vortex-file-compressed	-7.0%	+1.9%	-8.7%	+10.0%	➖ noise
68	duckdb:duckdb	+3.1%	+1.9%	+1.2%	+10.0%	➖ noise
68	duckdb:vortex-compact	-3.1%	+1.9%	-4.9%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+3.3%	+1.9%	+1.4%	+13.2%	➖ noise
69	datafusion:vortex-compact	+1.8%	+0.2%	+1.6%	+14.5%	➖ noise
69	datafusion:vortex-file-compressed	-3.0%	+0.2%	-3.2%	+11.0%	➖ noise
69	duckdb:duckdb	-1.9%	+0.2%	-2.1%	+10.8%	➖ noise
69	duckdb:vortex-compact	+2.5%	+0.2%	+2.3%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+5.6%	+0.2%	+5.4%	+10.0%	➖ noise
70	datafusion:vortex-compact	+0.7%	-0.7%	+1.4%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	-0.7%	-0.7%	-0.0%	+12.6%	➖ noise
70	duckdb:duckdb	+2.9%	-0.7%	+3.6%	+11.0%	➖ noise
70	duckdb:vortex-compact	-4.3%	-0.7%	-3.7%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+6.1%	-0.7%	+6.8%	+11.7%	➖ noise
71	datafusion:vortex-compact	+5.5%	+1.5%	+4.0%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	-0.3%	+1.5%	-1.7%	+10.0%	➖ noise
71	duckdb:duckdb	+6.7%	+1.5%	+5.2%	+13.5%	➖ noise
71	duckdb:vortex-compact	+5.4%	+1.5%	+3.8%	+12.9%	➖ noise
71	duckdb:vortex-file-compressed	+0.0%	+1.5%	-1.4%	+10.0%	➖ noise
72	datafusion:vortex-compact	+1.3%	+1.2%	+0.0%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-13.8%	+1.2%	-14.9%	+10.7%	✅ faster
72	duckdb:duckdb	+4.1%	+1.2%	+2.8%	+10.0%	➖ noise
72	duckdb:vortex-compact	-0.2%	+1.2%	-1.4%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+2.3%	+1.2%	+1.1%	+10.0%	➖ noise
73	datafusion:vortex-compact	+2.4%	-1.5%	+3.9%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+3.7%	-1.5%	+5.3%	+10.0%	➖ noise
73	duckdb:duckdb	+26.7%	-1.5%	+28.7%	+14.3%	🚨 regression
73	duckdb:vortex-compact	+3.8%	-1.5%	+5.3%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-2.9%	-1.5%	-1.4%	+25.0%	➖ noise
74	datafusion:vortex-compact	-1.0%	+5.2%	-5.9%	+10.7%	➖ noise
74	datafusion:vortex-file-compressed	+1.4%	+5.2%	-3.6%	+11.9%	➖ noise
74	duckdb:duckdb	+1.9%	+5.2%	-3.2%	+10.0%	➖ noise
74	duckdb:vortex-compact	+1.8%	+5.2%	-3.3%	+24.7%	➖ noise
74	duckdb:vortex-file-compressed	-21.0%	+5.2%	-24.9%	+27.1%	✅ faster
75	datafusion:vortex-compact	+2.9%	+0.7%	+2.2%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+4.5%	+0.7%	+3.8%	+10.0%	➖ noise
75	duckdb:duckdb	+4.6%	+0.7%	+3.9%	+10.6%	➖ noise
75	duckdb:vortex-compact	-2.8%	+0.7%	-3.4%	+10.6%	➖ noise
75	duckdb:vortex-file-compressed	+6.3%	+0.7%	+5.6%	+16.2%	➖ noise
76	datafusion:vortex-compact	+3.8%	-0.6%	+4.4%	+12.3%	➖ noise
76	datafusion:vortex-file-compressed	+2.9%	-0.6%	+3.5%	+23.3%	➖ noise
76	duckdb:duckdb	-6.0%	-0.6%	-5.5%	+16.6%	➖ noise
76	duckdb:vortex-compact	+4.0%	-0.6%	+4.6%	+14.7%	➖ noise
76	duckdb:vortex-file-compressed	+8.4%	-0.6%	+9.1%	+13.4%	➖ noise
77	datafusion:vortex-compact	+4.8%	+1.9%	+2.9%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-1.2%	+1.9%	-3.0%	+14.7%	➖ noise
77	duckdb:duckdb	+5.3%	+1.9%	+3.4%	+12.0%	➖ noise
77	duckdb:vortex-compact	-4.8%	+1.9%	-6.6%	+15.1%	➖ noise
77	duckdb:vortex-file-compressed	+12.1%	+1.9%	+10.0%	+12.1%	➖ noise
78	datafusion:vortex-compact	+3.9%	+3.0%	+0.9%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+2.9%	+3.0%	-0.1%	+10.0%	➖ noise
78	duckdb:duckdb	+0.2%	+3.0%	-2.7%	+10.0%	➖ noise
78	duckdb:vortex-compact	+4.2%	+3.0%	+1.1%	+11.9%	➖ noise
78	duckdb:vortex-file-compressed	+2.6%	+3.0%	-0.4%	+10.0%	➖ noise
79	datafusion:vortex-compact	+6.6%	+3.0%	+3.5%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+2.8%	+3.0%	-0.2%	+10.0%	➖ noise
79	duckdb:duckdb	-1.6%	+3.0%	-4.5%	+10.0%	➖ noise
79	duckdb:vortex-compact	-0.5%	+3.0%	-3.4%	+11.5%	➖ noise
79	duckdb:vortex-file-compressed	+5.6%	+3.0%	+2.5%	+20.5%	➖ noise
80	datafusion:vortex-compact	+5.1%	+5.9%	-0.7%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-0.7%	+5.9%	-6.2%	+10.0%	➖ noise
80	duckdb:duckdb	-1.5%	+5.9%	-7.0%	+12.5%	➖ noise
80	duckdb:vortex-compact	-4.9%	+5.9%	-10.2%	+10.0%	✅ faster
80	duckdb:vortex-file-compressed	-5.3%	+5.9%	-10.6%	+10.0%	✅ faster
81	datafusion:vortex-compact	+9.4%	+2.2%	+7.0%	+15.7%	➖ noise
81	datafusion:vortex-file-compressed	+4.3%	+2.2%	+2.0%	+10.0%	➖ noise
81	duckdb:duckdb	-2.0%	+2.2%	-4.1%	+11.7%	➖ noise
81	duckdb:vortex-compact	-9.2%	+2.2%	-11.2%	+12.1%	✅ faster
81	duckdb:vortex-file-compressed	+5.7%	+2.2%	+3.4%	+10.6%	➖ noise
82	datafusion:vortex-compact	+4.2%	+5.9%	-1.6%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+6.3%	+5.9%	+0.4%	+10.2%	➖ noise
82	duckdb:duckdb	-4.2%	+5.9%	-9.5%	+14.9%	➖ noise
82	duckdb:vortex-compact	+1.0%	+5.9%	-4.6%	+15.9%	➖ noise
82	duckdb:vortex-file-compressed	+4.6%	+5.9%	-1.2%	+10.2%	➖ noise
83	datafusion:vortex-compact	+1.9%	+7.2%	-4.9%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-1.0%	+7.2%	-7.6%	+10.0%	➖ noise
83	duckdb:duckdb	+2.3%	+7.2%	-4.6%	+14.1%	➖ noise
83	duckdb:vortex-compact	-3.4%	+7.2%	-9.9%	+15.7%	➖ noise
83	duckdb:vortex-file-compressed	+3.9%	+7.2%	-3.0%	+22.1%	➖ noise
84	datafusion:vortex-compact	+5.4%	+4.0%	+1.3%	+10.7%	➖ noise
84	datafusion:vortex-file-compressed	+3.5%	+4.0%	-0.5%	+10.0%	➖ noise
84	duckdb:duckdb	-5.0%	+4.0%	-8.7%	+10.0%	➖ noise
84	duckdb:vortex-compact	+2.6%	+4.0%	-1.3%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+8.9%	+4.0%	+4.7%	+10.0%	➖ noise
85	datafusion:vortex-compact	+1.5%	+3.3%	-1.8%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+0.8%	+3.3%	-2.5%	+10.0%	➖ noise
85	duckdb:duckdb	+6.1%	+3.3%	+2.7%	+11.8%	➖ noise
85	duckdb:vortex-compact	-3.8%	+3.3%	-6.9%	+11.3%	➖ noise
85	duckdb:vortex-file-compressed	-2.0%	+3.3%	-5.1%	+10.0%	➖ noise
86	datafusion:vortex-compact	+15.7%	-1.0%	+16.9%	+18.9%	➖ noise
86	datafusion:vortex-file-compressed	-11.6%	-1.0%	-10.6%	+14.4%	➖ noise
86	duckdb:duckdb	+12.7%	-1.0%	+13.9%	+21.6%	➖ noise
86	duckdb:vortex-compact	-0.4%	-1.0%	+0.6%	+11.7%	➖ noise
86	duckdb:vortex-file-compressed	+6.4%	-1.0%	+7.6%	+15.6%	➖ noise
87	datafusion:vortex-compact	+3.0%	+7.1%	-3.8%	+10.3%	➖ noise
87	datafusion:vortex-file-compressed	+0.6%	+7.1%	-6.1%	+10.0%	➖ noise
87	duckdb:duckdb	+3.4%	+7.1%	-3.4%	+20.7%	➖ noise
87	duckdb:vortex-compact	-3.8%	+7.1%	-10.2%	+10.8%	✅ faster
87	duckdb:vortex-file-compressed	+11.3%	+7.1%	+3.9%	+14.6%	➖ noise
88	datafusion:vortex-compact	+1.3%	+2.6%	-1.3%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-1.2%	+2.6%	-3.7%	+10.0%	➖ noise
88	duckdb:duckdb	+1.6%	+2.6%	-1.0%	+10.0%	➖ noise
88	duckdb:vortex-compact	+2.0%	+2.6%	-0.6%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+3.4%	+2.6%	+0.8%	+10.0%	➖ noise
89	datafusion:vortex-compact	-2.1%	+6.9%	-8.4%	+14.9%	➖ noise
89	datafusion:vortex-file-compressed	-1.0%	+6.9%	-7.4%	+10.0%	➖ noise
89	duckdb:duckdb	+0.8%	+6.9%	-5.7%	+10.2%	➖ noise
89	duckdb:vortex-compact	+2.7%	+6.9%	-3.9%	+16.2%	➖ noise
89	duckdb:vortex-file-compressed	+9.7%	+6.9%	+2.6%	+10.0%	➖ noise
90	datafusion:vortex-compact	+4.7%	+4.0%	+0.7%	+10.7%	➖ noise
90	datafusion:vortex-file-compressed	-2.0%	+4.0%	-5.8%	+10.0%	➖ noise
90	duckdb:duckdb	-2.8%	+4.0%	-6.5%	+10.8%	➖ noise
90	duckdb:vortex-compact	+0.4%	+4.0%	-3.5%	+11.2%	➖ noise
90	duckdb:vortex-file-compressed	+2.2%	+4.0%	-1.7%	+10.5%	➖ noise
91	datafusion:vortex-compact	+6.9%	+1.3%	+5.6%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+5.5%	+1.3%	+4.2%	+10.0%	➖ noise
91	duckdb:duckdb	-1.2%	+1.3%	-2.5%	+11.9%	➖ noise
91	duckdb:vortex-compact	+6.0%	+1.3%	+4.7%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+2.0%	+1.3%	+0.6%	+14.1%	➖ noise
92	datafusion:vortex-compact	+5.0%	-1.2%	+6.3%	+21.0%	➖ noise
92	datafusion:vortex-file-compressed	+2.5%	-1.2%	+3.7%	+10.2%	➖ noise
92	duckdb:duckdb	+1.7%	-1.2%	+3.0%	+14.0%	➖ noise
92	duckdb:vortex-compact	-1.4%	-1.2%	-0.1%	+23.4%	➖ noise
92	duckdb:vortex-file-compressed	-10.4%	-1.2%	-9.3%	+23.1%	➖ noise
93	datafusion:vortex-compact	+3.9%	+1.6%	+2.3%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+2.6%	+1.6%	+1.0%	+10.0%	➖ noise
93	duckdb:duckdb	+0.1%	+1.6%	-1.4%	+11.5%	➖ noise
93	duckdb:vortex-compact	-1.7%	+1.6%	-3.3%	+10.0%	➖ noise
93	duckdb:vortex-file-compressed	+0.6%	+1.6%	-0.9%	+10.6%	➖ noise
94	datafusion:vortex-compact	+13.9%	-2.5%	+16.7%	+13.6%	🚨 regression
94	datafusion:vortex-file-compressed	+3.4%	-2.5%	+6.0%	+16.4%	➖ noise
94	duckdb:duckdb	+9.2%	-2.5%	+11.9%	+10.7%	🚨 regression
94	duckdb:vortex-compact	+1.4%	-2.5%	+4.0%	+11.3%	➖ noise
94	duckdb:vortex-file-compressed	-2.5%	-2.5%	-0.0%	+13.4%	➖ noise
95	datafusion:vortex-compact	-3.0%	+14.2%	-15.0%	+12.6%	✅ faster
95	datafusion:vortex-file-compressed	+1.7%	+14.2%	-11.0%	+12.4%	➖ noise
95	duckdb:duckdb	+16.9%	+14.2%	+2.4%	+20.4%	➖ noise
95	duckdb:vortex-compact	+0.9%	+14.2%	-11.6%	+14.2%	➖ noise
95	duckdb:vortex-file-compressed	+9.3%	+14.2%	-4.3%	+20.0%	➖ noise
96	datafusion:vortex-compact	+2.2%	+4.8%	-2.5%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	-7.9%	+4.8%	-12.1%	+12.1%	✅ faster
96	duckdb:duckdb	-0.9%	+4.8%	-5.4%	+11.7%	➖ noise
96	duckdb:vortex-compact	+1.2%	+4.8%	-3.4%	+13.4%	➖ noise
96	duckdb:vortex-file-compressed	+1.7%	+4.8%	-3.0%	+11.8%	➖ noise
97	datafusion:vortex-compact	+0.4%	+1.3%	-0.9%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-4.5%	+1.3%	-5.8%	+10.0%	➖ noise
97	duckdb:duckdb	+1.4%	+1.3%	+0.1%	+17.5%	➖ noise
97	duckdb:vortex-compact	-5.5%	+1.3%	-6.7%	+16.8%	➖ noise
97	duckdb:vortex-file-compressed	-0.7%	+1.3%	-2.0%	+10.0%	➖ noise
98	datafusion:vortex-compact	-0.5%	+1.6%	-2.1%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	-2.2%	+1.6%	-3.7%	+10.0%	➖ noise
98	duckdb:duckdb	+2.6%	+1.6%	+0.9%	+14.7%	➖ noise
98	duckdb:vortex-compact	+3.3%	+1.6%	+1.7%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	+4.6%	+1.6%	+2.9%	+15.8%	➖ noise
99	datafusion:vortex-compact	-12.4%	+1.8%	-14.0%	+29.3%	➖ noise
99	datafusion:vortex-file-compressed	-8.9%	+1.8%	-10.6%	+27.5%	➖ noise
99	duckdb:duckdb	+3.6%	+1.8%	+1.8%	+28.2%	➖ noise
99	duckdb:vortex-compact	+7.2%	+1.8%	+5.3%	+27.2%	➖ noise
99	duckdb:vortex-file-compressed	+1.9%	+1.8%	+0.1%	+30.9%	➖ noise

github-actions · 2026-05-07T11:13:47Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-05-07T11:15:53Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +5.9%
Vortex (geomean): 1.018x ➖
Parquet (geomean): 0.962x ➖
Shifts: Parquet (control) -3.8% · Median polish +1.7%

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

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	33202534	39770585	0.83
fineweb_q01/datafusion:vortex-file-compressed	567127964	576462037	0.98
fineweb_q02/datafusion:vortex-file-compressed	416426324	487461392	0.85
fineweb_q03/datafusion:vortex-file-compressed	1493997355	1397919483	1.07
fineweb_q04/datafusion:vortex-file-compressed	1385711173	1372760924	1.01
fineweb_q05/datafusion:vortex-file-compressed	1376179305	1416250750	0.97
fineweb_q06/datafusion:vortex-file-compressed	1462810239	1535539363	0.95
fineweb_q07/datafusion:vortex-file-compressed	1467303779	1403939983	1.05
fineweb_q08/datafusion:vortex-file-compressed	536039708	501067459	1.07

datafusion / vortex-compact (1.049x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	34486146	35479616	0.97
fineweb_q01/datafusion:vortex-compact	569830771	517095390	1.10
fineweb_q02/datafusion:vortex-compact	523528300	513413174	1.02
fineweb_q03/datafusion:vortex-compact	1459585910	1497333743	0.97
fineweb_q04/datafusion:vortex-compact	1770305873	1722511149	1.03
fineweb_q05/datafusion:vortex-compact	1441579829	1430143086	1.01
fineweb_q06/datafusion:vortex-compact	1640932858	1389300519	1.18
fineweb_q07/datafusion:vortex-compact	1279145990	1134328004	1.13
fineweb_q08/datafusion:vortex-compact	416391008	398432520	1.05

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

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1205368062	1652969514	0.73
fineweb_q01/datafusion:parquet	1803309302	1841362594	0.98
fineweb_q02/datafusion:parquet	2071703225	1767989932	1.17
fineweb_q03/datafusion:parquet	1883084165	1779915853	1.06
fineweb_q04/datafusion:parquet	1732870556	1991414785	0.87
fineweb_q05/datafusion:parquet	1870525432	2258548474	0.83
fineweb_q06/datafusion:parquet	1935383776	1950534654	0.99
fineweb_q07/datafusion:parquet	1955083555	2673025061	0.73
fineweb_q08/datafusion:parquet	2007852120	1974993484	1.02

duckdb / vortex-file-compressed (1.022x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	94418372	84656123	1.12
fineweb_q01/duckdb:vortex-file-compressed	727791823	587505540	1.24
fineweb_q02/duckdb:vortex-file-compressed	631690175	611856046	1.03
fineweb_q03/duckdb:vortex-file-compressed	1469678014	1451420057	1.01
fineweb_q04/duckdb:vortex-file-compressed	1514118089	1526194833	0.99
fineweb_q05/duckdb:vortex-file-compressed	1509782485	1445895730	1.04
fineweb_q06/duckdb:vortex-file-compressed	1603970986	1646146636	0.97
fineweb_q07/duckdb:vortex-file-compressed	1451960574	1414215592	1.03
fineweb_q08/duckdb:vortex-file-compressed	598648178	736725821	0.81

duckdb / vortex-compact (1.030x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	60698749	85895370	0.71
fineweb_q01/duckdb:vortex-compact	646886288	554288184	1.17
fineweb_q02/duckdb:vortex-compact	742007764	570980971	1.30
fineweb_q03/duckdb:vortex-compact	1626879358	1580337661	1.03
fineweb_q04/duckdb:vortex-compact	1765027022	1748557591	1.01
fineweb_q05/duckdb:vortex-compact	1546825349	1449960215	1.07
fineweb_q06/duckdb:vortex-compact	1487832996	1408594959	1.06
fineweb_q07/duckdb:vortex-compact	1333292419	1340544358	0.99
fineweb_q08/duckdb:vortex-compact	521407838	497500808	1.05

duckdb / parquet (1.005x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1084566177	1178489125	0.92
fineweb_q01/duckdb:parquet	1375458627	1434803290	0.96
fineweb_q02/duckdb:parquet	1353510092	1353057758	1.00
fineweb_q03/duckdb:parquet	3697310221	3946915358	0.94
fineweb_q04/duckdb:parquet	2084585410	1871136269	1.11
fineweb_q05/duckdb:parquet	2103534266	2088846129	1.01
fineweb_q06/duckdb:parquet	4522510082	4525604815	1.00
fineweb_q07/duckdb:parquet	2888537162	2578457445	1.12
fineweb_q08/duckdb:parquet	1134200244	1122949480	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-2.8%	-18.1%	+18.7%	+196.8%	➖ noise
0	datafusion:vortex-file-compressed	-16.5%	-18.1%	+1.9%	+147.0%	➖ noise
0	duckdb:vortex-compact	-29.3%	-18.1%	-13.7%	+87.7%	➖ noise
0	duckdb:vortex-file-compressed	+11.5%	-18.1%	+36.1%	+49.9%	➖ noise
1	datafusion:vortex-compact	+10.2%	-3.1%	+13.7%	+76.2%	➖ noise
1	datafusion:vortex-file-compressed	-1.6%	-3.1%	+1.5%	+64.2%	➖ noise
1	duckdb:vortex-compact	+16.7%	-3.1%	+20.4%	+59.3%	➖ noise
1	duckdb:vortex-file-compressed	+23.9%	-3.1%	+27.9%	+51.0%	➖ noise
2	datafusion:vortex-compact	+2.0%	+8.3%	-5.8%	+37.6%	➖ noise
2	datafusion:vortex-file-compressed	-14.6%	+8.3%	-21.1%	+30.0%	➖ noise
2	duckdb:vortex-compact	+30.0%	+8.3%	+20.0%	+30.1%	➖ noise
2	duckdb:vortex-file-compressed	+3.2%	+8.3%	-4.6%	+77.0%	➖ noise
3	datafusion:vortex-compact	-2.5%	-0.4%	-2.1%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+6.9%	-0.4%	+7.4%	+30.0%	➖ noise
3	duckdb:vortex-compact	+2.9%	-0.4%	+3.4%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.3%	-0.4%	+1.7%	+30.0%	➖ noise
4	datafusion:vortex-compact	+2.8%	-1.5%	+4.4%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.9%	-1.5%	+2.5%	+30.0%	➖ noise
4	duckdb:vortex-compact	+0.9%	-1.5%	+2.5%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.8%	-1.5%	+0.8%	+30.0%	➖ noise
5	datafusion:vortex-compact	+0.8%	-8.7%	+10.4%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.8%	-8.7%	+6.4%	+30.0%	➖ noise
5	duckdb:vortex-compact	+6.7%	-8.7%	+16.8%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+4.4%	-8.7%	+14.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	+18.1%	-0.4%	+18.6%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.7%	-0.4%	-4.3%	+30.0%	➖ noise
6	duckdb:vortex-compact	+5.6%	-0.4%	+6.1%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-2.6%	-0.4%	-2.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	+12.8%	-9.5%	+24.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+4.5%	-9.5%	+15.5%	+30.0%	➖ noise
7	duckdb:vortex-compact	-0.5%	-9.5%	+9.9%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.7%	-9.5%	+13.4%	+30.0%	➖ noise
8	datafusion:vortex-compact	+4.5%	+1.3%	+3.1%	+30.8%	➖ noise
8	datafusion:vortex-file-compressed	+7.0%	+1.3%	+5.6%	+30.0%	➖ noise
8	duckdb:vortex-compact	+4.8%	+1.3%	+3.4%	+42.1%	➖ noise
8	duckdb:vortex-file-compressed	-18.7%	+1.3%	-19.8%	+61.1%	➖ noise

github-actions · 2026-05-07T11:18:44Z

Benchmarks: Random Access

Vortex (geomean): 0.931x ➖
Parquet (geomean): 0.988x ➖

unknown / unknown (0.963x ➖, 4↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2385187	2409363	0.99
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1454301	1489314	0.98
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8204956390	8451898736	0.97
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8228030012	8377197276	0.98
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7581635	7884408	0.96
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	6670323	7206443	0.93
random-access/feature-vectors/uniform/lance-tokio-local-disk	5754275	5795105	0.99
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6510912	6579455	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8258023578	8345008431	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8402578830	8429648060	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk	12903967	13263220	0.97
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12660769	13126572	0.96
random-access/lance-tokio-local-disk	742361	763691	0.97
random-access/lance-tokio-local-disk-footer	1287442	1322630	0.97
random-access/nested-lists/correlated/lance-tokio-local-disk	246689	250175	0.99
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	613776	626559	0.98
random-access/nested-lists/correlated/parquet-tokio-local-disk	125486873	128112427	0.98
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	128430447	128154950	1.00
random-access/nested-lists/correlated/vortex-tokio-local-disk	534202	592779	0.90
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	532488	561644	0.95
random-access/nested-lists/uniform/lance-tokio-local-disk	1077685	1124302	0.96
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1471784	1500752	0.98
random-access/nested-lists/uniform/parquet-tokio-local-disk	128290460	128109909	1.00
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	128058636	127729601	1.00
random-access/nested-lists/uniform/vortex-tokio-local-disk	2042423	2092909	0.98
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2041939	2092742	0.98
random-access/nested-structs/correlated/lance-tokio-local-disk	389749	399044	0.98
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	582562	598415	0.97
random-access/nested-structs/correlated/parquet-tokio-local-disk	20291093	21211885	0.96
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	20677779	20616655	1.00
random-access/nested-structs/correlated/vortex-tokio-local-disk	727765	751824	0.97
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	704845	766326	0.92
random-access/nested-structs/uniform/lance-tokio-local-disk	2651145	2783982	0.95
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2860440	2998310	0.95
random-access/nested-structs/uniform/parquet-tokio-local-disk	20546736	20565742	1.00
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	20599638	21188953	0.97
random-access/nested-structs/uniform/vortex-tokio-local-disk	1598665	1587028	1.01
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1577690	1658564	0.95
random-access/parquet-tokio-local-disk	164887620	165289419	1.00
random-access/parquet-tokio-local-disk-footer	163581030	165533078	0.99
random-access/taxi/correlated/lance-tokio-local-disk	924605	952004	0.97
random-access/taxi/correlated/lance-tokio-local-disk-footer	1549660	1598348	0.97
random-access/taxi/correlated/parquet-tokio-local-disk	244831705	251566709	0.97
random-access/taxi/correlated/parquet-tokio-local-disk-footer	246322208	248488268	0.99
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1502806	1777352	0.85
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1666077	1789668	0.93
random-access/taxi/uniform/lance-tokio-local-disk	9574587	9950049	0.96
random-access/taxi/uniform/lance-tokio-local-disk-footer 🚀	10197378	11336563	0.90
random-access/taxi/uniform/parquet-tokio-local-disk	262644964	267216492	0.98
random-access/taxi/uniform/parquet-tokio-local-disk-footer	263542789	265241109	0.99
random-access/taxi/uniform/vortex-tokio-local-disk	4283813	4610144	0.93
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4254704	4601600	0.92
random-access/vortex-tokio-local-disk 🚀	1139375	1358686	0.84
random-access/vortex-tokio-local-disk-footer 🚀	1142624	1350856	0.85

github-actions · 2026-05-07T11:19:01Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.6%
Vortex (geomean): 0.872x ✅
Parquet (geomean): 0.911x ➖
Shifts: Parquet (control) -8.9% · Median polish -12.1%

datafusion / vortex-file-compressed (0.852x ✅, 19↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	384303424	425130260	0.90
tpch_q02/datafusion:vortex-file-compressed 🚀	105007679	122093590	0.86
tpch_q03/datafusion:vortex-file-compressed 🚀	209939902	255249811	0.82
tpch_q04/datafusion:vortex-file-compressed 🚀	112558143	133336017	0.84
tpch_q05/datafusion:vortex-file-compressed 🚀	364605528	442338765	0.82
tpch_q06/datafusion:vortex-file-compressed 🚀	43418900	51093469	0.85
tpch_q07/datafusion:vortex-file-compressed 🚀	490966940	610015758	0.80
tpch_q08/datafusion:vortex-file-compressed 🚀	352020850	420593387	0.84
tpch_q09/datafusion:vortex-file-compressed 🚀	610761015	737353632	0.83
tpch_q10/datafusion:vortex-file-compressed 🚀	227229638	268752030	0.85
tpch_q11/datafusion:vortex-file-compressed 🚀	80416594	94171963	0.85
tpch_q12/datafusion:vortex-file-compressed 🚀	116934821	141227813	0.83
tpch_q13/datafusion:vortex-file-compressed 🚀	209231434	248449094	0.84
tpch_q14/datafusion:vortex-file-compressed 🚀	56041148	63096306	0.89
tpch_q15/datafusion:vortex-file-compressed 🚀	103008452	120678960	0.85
tpch_q16/datafusion:vortex-file-compressed 🚀	74133488	83391468	0.89
tpch_q17/datafusion:vortex-file-compressed 🚀	614708012	743251538	0.83
tpch_q18/datafusion:vortex-file-compressed 🚀	825330023	982740091	0.84
tpch_q19/datafusion:vortex-file-compressed	91703348	97388719	0.94
tpch_q20/datafusion:vortex-file-compressed 🚀	164317805	193806147	0.85
tpch_q21/datafusion:vortex-file-compressed 🚀	633344243	767761046	0.82
tpch_q22/datafusion:vortex-file-compressed	64021559	70421687	0.91

datafusion / vortex-compact (0.850x ✅, 21↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	434404464	497270805	0.87
tpch_q02/datafusion:vortex-compact 🚀	107770731	127912585	0.84
tpch_q03/datafusion:vortex-compact 🚀	212173701	258240617	0.82
tpch_q04/datafusion:vortex-compact 🚀	120014716	135454593	0.89
tpch_q05/datafusion:vortex-compact 🚀	363186536	442100325	0.82
tpch_q06/datafusion:vortex-compact 🚀	63297896	72039721	0.88
tpch_q07/datafusion:vortex-compact 🚀	506740141	623271283	0.81
tpch_q08/datafusion:vortex-compact 🚀	352939728	417996378	0.84
tpch_q09/datafusion:vortex-compact 🚀	614719140	754389088	0.81
tpch_q10/datafusion:vortex-compact 🚀	243331067	286721809	0.85
tpch_q11/datafusion:vortex-compact 🚀	82525584	95951583	0.86
tpch_q12/datafusion:vortex-compact 🚀	163835303	189732498	0.86
tpch_q13/datafusion:vortex-compact 🚀	258750571	295067542	0.88
tpch_q14/datafusion:vortex-compact 🚀	72581991	84799734	0.86
tpch_q15/datafusion:vortex-compact 🚀	158361775	181196994	0.87
tpch_q16/datafusion:vortex-compact 🚀	78259274	91581268	0.85
tpch_q17/datafusion:vortex-compact 🚀	617740002	775157120	0.80
tpch_q18/datafusion:vortex-compact 🚀	819893534	988383277	0.83
tpch_q19/datafusion:vortex-compact	131656438	141325660	0.93
tpch_q20/datafusion:vortex-compact 🚀	185302643	219271903	0.85
tpch_q21/datafusion:vortex-compact 🚀	645575991	791440657	0.82
tpch_q22/datafusion:vortex-compact 🚀	70657879	81129850	0.87

datafusion / parquet (0.881x ✅, 17↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	467055940	519225678	0.90
tpch_q02/datafusion:parquet	169427028	187680335	0.90
tpch_q03/datafusion:parquet 🚀	277929153	318197000	0.87
tpch_q04/datafusion:parquet 🚀	123165841	137456728	0.90
tpch_q05/datafusion:parquet 🚀	422276055	509821286	0.83
tpch_q06/datafusion:parquet	122523079	131703017	0.93
tpch_q07/datafusion:parquet 🚀	587197050	705023472	0.83
tpch_q08/datafusion:parquet 🚀	445861753	519378938	0.86
tpch_q09/datafusion:parquet 🚀	719692022	853448316	0.84
tpch_q10/datafusion:parquet 🚀	483848477	554329133	0.87
tpch_q11/datafusion:parquet 🚀	113102238	130551723	0.87
tpch_q12/datafusion:parquet	201382834	204039116	0.99
tpch_q13/datafusion:parquet	327553167	355858814	0.92
tpch_q14/datafusion:parquet 🚀	150787572	172901914	0.87
tpch_q15/datafusion:parquet 🚀	245371682	275911659	0.89
tpch_q16/datafusion:parquet 🚀	120625035	137893939	0.87
tpch_q17/datafusion:parquet 🚀	661689715	777447642	0.85
tpch_q18/datafusion:parquet 🚀	856203523	1005905653	0.85
tpch_q19/datafusion:parquet 🚀	244110438	280644967	0.87
tpch_q20/datafusion:parquet 🚀	281683148	319682014	0.88
tpch_q21/datafusion:parquet 🚀	673528680	789503668	0.85
tpch_q22/datafusion:parquet	210409096	221639315	0.95

datafusion / arrow (0.847x ✅, 20↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	588274738	675053666	0.87
tpch_q02/datafusion:arrow 🚀	165272585	185995091	0.89
tpch_q03/datafusion:arrow 🚀	449710485	551477519	0.82
tpch_q04/datafusion:arrow 🚀	329647552	401487323	0.82
tpch_q05/datafusion:arrow 🚀	919191411	1067000413	0.86
tpch_q06/datafusion:arrow 🚀	278787826	330194074	0.84
tpch_q07/datafusion:arrow 🚀	1133780825	1402678116	0.81
tpch_q08/datafusion:arrow 🚀	1119098437	1312007315	0.85
tpch_q09/datafusion:arrow 🚀	1321286057	1547313941	0.85
tpch_q10/datafusion:arrow 🚀	574695340	710958898	0.81
tpch_q11/datafusion:arrow	137461312	150783624	0.91
tpch_q12/datafusion:arrow 🚀	732858744	883241441	0.83
tpch_q13/datafusion:arrow	497934584	543202532	0.92
tpch_q14/datafusion:arrow 🚀	304448969	382819226	0.80
tpch_q15/datafusion:arrow 🚀	669058000	846196998	0.79
tpch_q16/datafusion:arrow 🚀	104859562	116859374	0.90
tpch_q17/datafusion:arrow 🚀	1316419551	1526852131	0.86
tpch_q18/datafusion:arrow 🚀	1829488358	2204053104	0.83
tpch_q19/datafusion:arrow 🚀	469694726	575396168	0.82
tpch_q20/datafusion:arrow 🚀	469702639	582903821	0.81
tpch_q21/datafusion:arrow 🚀	2961346192	3349100250	0.88
tpch_q22/datafusion:arrow 🚀	131942122	147182136	0.90

duckdb / vortex-file-compressed (0.881x ✅, 18↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	169051509	180931842	0.93
tpch_q02/duckdb:vortex-file-compressed	51051267	56536467	0.90
tpch_q03/duckdb:vortex-file-compressed 🚀	121932685	145047977	0.84
tpch_q04/duckdb:vortex-file-compressed 🚀	148984645	178439691	0.83
tpch_q05/duckdb:vortex-file-compressed 🚀	125276679	142500477	0.88
tpch_q06/duckdb:vortex-file-compressed 🚀	46084590	53300661	0.86
tpch_q07/duckdb:vortex-file-compressed 🚀	141531334	167196288	0.85
tpch_q08/duckdb:vortex-file-compressed 🚀	165847820	198823340	0.83
tpch_q09/duckdb:vortex-file-compressed 🚀	314402159	354092187	0.89
tpch_q10/duckdb:vortex-file-compressed 🚀	139047613	159764460	0.87
tpch_q11/duckdb:vortex-file-compressed 🚀	31431716	35846487	0.88
tpch_q12/duckdb:vortex-file-compressed 🚀	90825369	104334091	0.87
tpch_q13/duckdb:vortex-file-compressed 🚀	222386657	249344206	0.89
tpch_q14/duckdb:vortex-file-compressed 🚀	65493633	72985738	0.90
tpch_q15/duckdb:vortex-file-compressed 🚀	84183507	95756951	0.88
tpch_q16/duckdb:vortex-file-compressed 🚀	76844846	85500513	0.90
tpch_q17/duckdb:vortex-file-compressed 🚀	95674973	107873747	0.89
tpch_q18/duckdb:vortex-file-compressed 🚀	281460844	316009226	0.89
tpch_q19/duckdb:vortex-file-compressed	83227368	89565604	0.93
tpch_q20/duckdb:vortex-file-compressed 🚀	153609053	173863251	0.88
tpch_q21/duckdb:vortex-file-compressed 🚀	559086897	648504501	0.86
tpch_q22/duckdb:vortex-file-compressed	70527408	76047894	0.93

duckdb / vortex-compact (0.905x ➖, 11↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	227904821	238963860	0.95
tpch_q02/duckdb:vortex-compact	54514148	59605854	0.91
tpch_q03/duckdb:vortex-compact 🚀	136264159	154491190	0.88
tpch_q04/duckdb:vortex-compact 🚀	170397579	189464465	0.90
tpch_q05/duckdb:vortex-compact 🚀	141879724	158822091	0.89
tpch_q06/duckdb:vortex-compact	83523522	87571767	0.95
tpch_q07/duckdb:vortex-compact	195082291	212738451	0.92
tpch_q08/duckdb:vortex-compact 🚀	183030118	210964127	0.87
tpch_q09/duckdb:vortex-compact	349958567	383115453	0.91
tpch_q10/duckdb:vortex-compact 🚀	173552734	195039313	0.89
tpch_q11/duckdb:vortex-compact 🚀	39521131	44087028	0.90
tpch_q12/duckdb:vortex-compact	200929755	221372640	0.91
tpch_q13/duckdb:vortex-compact 🚀	274637572	305643177	0.90
tpch_q14/duckdb:vortex-compact 🚀	97064748	109139690	0.89
tpch_q15/duckdb:vortex-compact	110683218	122910690	0.90
tpch_q16/duckdb:vortex-compact	82097665	89493906	0.92
tpch_q17/duckdb:vortex-compact 🚀	110652529	124573029	0.89
tpch_q18/duckdb:vortex-compact	289805817	315849624	0.92
tpch_q19/duckdb:vortex-compact	105994350	113403957	0.93
tpch_q20/duckdb:vortex-compact 🚀	198075789	225291586	0.88
tpch_q21/duckdb:vortex-compact 🚀	603236661	686154411	0.88
tpch_q22/duckdb:vortex-compact	83864632	91485918	0.92

duckdb / parquet (0.941x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	255407143	260882398	0.98
tpch_q02/duckdb:parquet	96622557	106147619	0.91
tpch_q03/duckdb:parquet	208590163	223022370	0.94
tpch_q04/duckdb:parquet	129851460	139896416	0.93
tpch_q05/duckdb:parquet	209965846	228911755	0.92
tpch_q06/duckdb:parquet	66871967	68245128	0.98
tpch_q07/duckdb:parquet	177689212	189698648	0.94
tpch_q08/duckdb:parquet	251387671	273392724	0.92
tpch_q09/duckdb:parquet	484209685	531966282	0.91
tpch_q10/duckdb:parquet	605712348	643478520	0.94
tpch_q11/duckdb:parquet	56295008	61659793	0.91
tpch_q12/duckdb:parquet	123483402	129525894	0.95
tpch_q13/duckdb:parquet	439615467	470613367	0.93
tpch_q14/duckdb:parquet	169312008	181720736	0.93
tpch_q15/duckdb:parquet	94982147	99990888	0.95
tpch_q16/duckdb:parquet	161167061	169967229	0.95
tpch_q17/duckdb:parquet	173843751	178917615	0.97
tpch_q18/duckdb:parquet	352142907	372585648	0.95
tpch_q19/duckdb:parquet	281031410	297507360	0.94
tpch_q20/duckdb:parquet	230542304	233081606	0.99
tpch_q21/duckdb:parquet	547792699	607247423	0.90
tpch_q22/duckdb:parquet	290004647	300237002	0.97

duckdb / duckdb (0.932x ➖, 3↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117089763	120712854	0.97
tpch_q02/duckdb:duckdb	47551735	52419945	0.91
tpch_q03/duckdb:duckdb 🚀	95187538	106372195	0.89
tpch_q04/duckdb:duckdb	130611235	144613391	0.90
tpch_q05/duckdb:duckdb	108821795	117971275	0.92
tpch_q06/duckdb:duckdb	37631403	40757822	0.92
tpch_q07/duckdb:duckdb	85955243	91130549	0.94
tpch_q08/duckdb:duckdb	109839864	117767503	0.93
tpch_q09/duckdb:duckdb	275033083	298852629	0.92
tpch_q10/duckdb:duckdb 🚀	201606181	225841015	0.89
tpch_q11/duckdb:duckdb	15776652	15975803	0.99
tpch_q12/duckdb:duckdb	84903743	89737366	0.95
tpch_q13/duckdb:duckdb 🚀	218900372	244391638	0.90
tpch_q14/duckdb:duckdb	71190795	75807235	0.94
tpch_q15/duckdb:duckdb	77377136	82311674	0.94
tpch_q16/duckdb:duckdb	73145807	79812186	0.92
tpch_q17/duckdb:duckdb	84776835	87861546	0.96
tpch_q18/duckdb:duckdb	210694481	225870026	0.93
tpch_q19/duckdb:duckdb	116399754	122984522	0.95
tpch_q20/duckdb:duckdb	112211364	117818721	0.95
tpch_q21/duckdb:duckdb	296195203	324041678	0.91
tpch_q22/duckdb:duckdb	68300696	70016389	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-12.9%	-6.2%	-7.1%	+10.0%	➖ noise
1	datafusion:vortex-compact	-12.6%	-6.2%	-6.9%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-9.6%	-6.2%	-3.7%	+10.0%	➖ noise
1	duckdb:duckdb	-3.0%	-6.2%	+3.4%	+10.0%	➖ noise
1	duckdb:vortex-compact	-4.6%	-6.2%	+1.6%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-6.6%	-6.2%	-0.4%	+10.0%	➖ noise
2	datafusion:arrow	-11.1%	-9.4%	-2.0%	+10.0%	➖ noise
2	datafusion:vortex-compact	-15.7%	-9.4%	-7.1%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-14.0%	-9.4%	-5.1%	+10.0%	➖ noise
2	duckdb:duckdb	-9.3%	-9.4%	+0.1%	+10.0%	➖ noise
2	duckdb:vortex-compact	-8.5%	-9.4%	+0.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-9.7%	-9.4%	-0.4%	+12.8%	➖ noise
3	datafusion:arrow	-18.5%	-9.6%	-9.8%	+10.0%	✅ faster
3	datafusion:vortex-compact	-17.8%	-9.6%	-9.1%	+10.0%	✅ faster
3	datafusion:vortex-file-compressed	-17.8%	-9.6%	-9.0%	+10.0%	➖ noise
3	duckdb:duckdb	-10.5%	-9.6%	-1.0%	+10.0%	➖ noise
3	duckdb:vortex-compact	-11.8%	-9.6%	-2.4%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-15.9%	-9.6%	-7.0%	+10.0%	➖ noise
4	datafusion:arrow	-17.9%	-8.8%	-10.0%	+10.0%	✅ faster
4	datafusion:vortex-compact	-11.4%	-8.8%	-2.8%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-15.6%	-8.8%	-7.4%	+10.0%	➖ noise
4	duckdb:duckdb	-9.7%	-8.8%	-1.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	-10.1%	-8.8%	-1.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-16.5%	-8.8%	-8.4%	+10.0%	➖ noise
5	datafusion:arrow	-13.9%	-12.8%	-1.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	-17.8%	-12.8%	-5.8%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-17.6%	-12.8%	-5.4%	+10.0%	➖ noise
5	duckdb:duckdb	-7.8%	-12.8%	+5.8%	+10.0%	➖ noise
5	duckdb:vortex-compact	-10.7%	-12.8%	+2.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-12.1%	-12.8%	+0.9%	+10.0%	➖ noise
6	datafusion:arrow	-15.6%	-4.5%	-11.6%	+10.0%	✅ faster
6	datafusion:vortex-compact	-12.1%	-4.5%	-8.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-15.0%	-4.5%	-11.0%	+10.0%	✅ faster
6	duckdb:duckdb	-7.7%	-4.5%	-3.3%	+10.0%	➖ noise
6	duckdb:vortex-compact	-4.6%	-4.5%	-0.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-13.5%	-4.5%	-9.4%	+10.0%	✅ faster
7	datafusion:arrow	-19.2%	-11.7%	-8.5%	+10.0%	➖ noise
7	datafusion:vortex-compact	-18.7%	-11.7%	-8.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-19.5%	-11.7%	-8.9%	+10.0%	➖ noise
7	duckdb:duckdb	-5.7%	-11.7%	+6.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	-8.3%	-11.7%	+3.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-15.4%	-11.7%	-4.2%	+10.0%	➖ noise
8	datafusion:arrow	-14.7%	-11.2%	-4.0%	+10.0%	➖ noise
8	datafusion:vortex-compact	-15.6%	-11.2%	-5.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-16.3%	-11.2%	-5.8%	+10.0%	➖ noise
8	duckdb:duckdb	-6.7%	-11.2%	+5.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	-13.2%	-11.2%	-2.3%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-16.6%	-11.2%	-6.1%	+10.0%	➖ noise
9	datafusion:arrow	-14.6%	-12.4%	-2.5%	+10.0%	➖ noise
9	datafusion:vortex-compact	-18.5%	-12.4%	-7.0%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-17.2%	-12.4%	-5.5%	+10.0%	➖ noise
9	duckdb:duckdb	-8.0%	-12.4%	+5.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	-8.7%	-12.4%	+4.3%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-11.2%	-12.4%	+1.3%	+10.0%	➖ noise
10	datafusion:arrow	-19.2%	-9.4%	-10.8%	+10.0%	✅ faster
10	datafusion:vortex-compact	-15.1%	-9.4%	-6.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-15.5%	-9.4%	-6.7%	+10.0%	➖ noise
10	duckdb:duckdb	-10.7%	-9.4%	-1.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	-11.0%	-9.4%	-1.8%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-13.0%	-9.4%	-4.0%	+10.0%	➖ noise
11	datafusion:arrow	-8.8%	-11.1%	+2.5%	+10.0%	➖ noise
11	datafusion:vortex-compact	-14.0%	-11.1%	-3.3%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-14.6%	-11.1%	-4.0%	+10.0%	➖ noise
11	duckdb:duckdb	-1.2%	-11.1%	+11.0%	+10.3%	🚨 regression
11	duckdb:vortex-compact	-10.4%	-11.1%	+0.8%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-12.3%	-11.1%	-1.4%	+16.1%	➖ noise
12	datafusion:arrow	-17.0%	-3.0%	-14.5%	+30.5%	➖ noise
12	datafusion:vortex-compact	-13.6%	-3.0%	-11.0%	+10.0%	✅ faster
12	datafusion:vortex-file-compressed	-17.2%	-3.0%	-14.6%	+10.0%	✅ faster
12	duckdb:duckdb	-5.4%	-3.0%	-2.5%	+10.0%	➖ noise
12	duckdb:vortex-compact	-9.2%	-3.0%	-6.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-12.9%	-3.0%	-10.3%	+10.0%	✅ faster
13	datafusion:arrow	-8.3%	-7.3%	-1.1%	+10.0%	➖ noise
13	datafusion:vortex-compact	-12.3%	-7.3%	-5.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-15.8%	-7.3%	-9.2%	+10.0%	✅ faster
13	duckdb:duckdb	-10.4%	-7.3%	-3.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	-10.1%	-7.3%	-3.1%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-10.8%	-7.3%	-3.8%	+10.0%	➖ noise
14	datafusion:arrow	-20.5%	-9.9%	-11.8%	+10.0%	✅ faster
14	datafusion:vortex-compact	-14.4%	-9.9%	-5.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-11.2%	-9.9%	-1.5%	+10.0%	➖ noise
14	duckdb:duckdb	-6.1%	-9.9%	+4.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	-11.1%	-9.9%	-1.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-10.3%	-9.9%	-0.5%	+10.0%	➖ noise
15	datafusion:arrow	-20.9%	-8.1%	-14.0%	+10.0%	✅ faster
15	datafusion:vortex-compact	-12.6%	-8.1%	-4.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-14.6%	-8.1%	-7.1%	+10.0%	➖ noise
15	duckdb:duckdb	-6.0%	-8.1%	+2.3%	+10.0%	➖ noise
15	duckdb:vortex-compact	-9.9%	-8.1%	-2.0%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-12.1%	-8.1%	-4.3%	+10.0%	➖ noise
16	datafusion:arrow	-10.3%	-8.9%	-1.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	-14.5%	-8.9%	-6.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-11.1%	-8.9%	-2.4%	+10.0%	➖ noise
16	duckdb:duckdb	-8.4%	-8.9%	+0.6%	+10.0%	➖ noise
16	duckdb:vortex-compact	-8.3%	-8.9%	+0.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-10.1%	-8.9%	-1.3%	+10.0%	➖ noise
17	datafusion:arrow	-13.8%	-9.1%	-5.2%	+10.0%	➖ noise
17	datafusion:vortex-compact	-20.3%	-9.1%	-12.4%	+10.0%	✅ faster
17	datafusion:vortex-file-compressed	-17.3%	-9.1%	-9.1%	+10.0%	➖ noise
17	duckdb:duckdb	-3.5%	-9.1%	+6.1%	+10.0%	➖ noise
17	duckdb:vortex-compact	-11.2%	-9.1%	-2.3%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-11.3%	-9.1%	-2.5%	+10.0%	➖ noise
18	datafusion:arrow	-17.0%	-10.3%	-7.5%	+10.0%	➖ noise
18	datafusion:vortex-compact	-17.0%	-10.3%	-7.5%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-16.0%	-10.3%	-6.4%	+10.0%	➖ noise
18	duckdb:duckdb	-6.7%	-10.3%	+4.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-8.2%	-10.3%	+2.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-10.9%	-10.3%	-0.7%	+10.0%	➖ noise
19	datafusion:arrow	-18.4%	-9.4%	-9.9%	+10.0%	✅ faster
19	datafusion:vortex-compact	-6.8%	-9.4%	+2.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.8%	-9.4%	+3.9%	+10.0%	➖ noise
19	duckdb:duckdb	-5.4%	-9.4%	+4.4%	+10.0%	➖ noise
19	duckdb:vortex-compact	-6.5%	-9.4%	+3.1%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-7.1%	-9.4%	+2.5%	+10.0%	➖ noise
20	datafusion:arrow	-19.4%	-6.6%	-13.7%	+10.0%	✅ faster
20	datafusion:vortex-compact	-15.5%	-6.6%	-9.5%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	-15.2%	-6.6%	-9.2%	+10.0%	✅ faster
20	duckdb:duckdb	-4.8%	-6.6%	+2.0%	+10.0%	➖ noise
20	duckdb:vortex-compact	-12.1%	-6.6%	-5.8%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-11.6%	-6.6%	-5.4%	+10.0%	➖ noise
21	datafusion:arrow	-11.6%	-12.3%	+0.8%	+10.0%	➖ noise
21	datafusion:vortex-compact	-18.4%	-12.3%	-7.0%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-17.5%	-12.3%	-6.0%	+10.0%	➖ noise
21	duckdb:duckdb	-8.6%	-12.3%	+4.2%	+10.0%	➖ noise
21	duckdb:vortex-compact	-12.1%	-12.3%	+0.2%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-13.8%	-12.3%	-1.7%	+10.0%	➖ noise
22	datafusion:arrow	-10.4%	-4.2%	-6.4%	+10.0%	➖ noise
22	datafusion:vortex-compact	-12.9%	-4.2%	-9.1%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-9.1%	-4.2%	-5.1%	+10.0%	➖ noise
22	duckdb:duckdb	-2.5%	-4.2%	+1.9%	+10.0%	➖ noise
22	duckdb:vortex-compact	-8.3%	-4.2%	-4.3%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-7.3%	-4.2%	-3.2%	+10.7%	➖ noise

github-actions · 2026-05-07T11:19:03Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-05-07T11:19:43Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.6%
Vortex (geomean): 1.008x ➖
Parquet (geomean): 1.014x ➖
Shifts: Parquet (control) +1.4% · Median polish +1.1%

duckdb / vortex-file-compressed (1.013x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	13132804	12155742	1.08
statpopgen_q01/duckdb:vortex-file-compressed	20628833	20585092	1.00
statpopgen_q02/duckdb:vortex-file-compressed	1421454153	1382684632	1.03
statpopgen_q03/duckdb:vortex-file-compressed	3175957505	3183435289	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3212276078	3174305647	1.01
statpopgen_q05/duckdb:vortex-file-compressed	1497004500	1477776320	1.01
statpopgen_q06/duckdb:vortex-file-compressed	2206624289	2163023512	1.02
statpopgen_q07/duckdb:vortex-file-compressed	215305288	222711028	0.97
statpopgen_q08/duckdb:vortex-file-compressed	252509237	255355837	0.99
statpopgen_q09/duckdb:vortex-file-compressed	3019912374	2975226827	1.02
statpopgen_q10/duckdb:vortex-file-compressed	4916471911	4811791996	1.02

duckdb / vortex-compact (1.003x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11869834	11882043	1.00
statpopgen_q01/duckdb:vortex-compact	169457622	170691405	0.99
statpopgen_q02/duckdb:vortex-compact	1905280551	1854079475	1.03
statpopgen_q03/duckdb:vortex-compact	3670647228	3570080758	1.03
statpopgen_q04/duckdb:vortex-compact	3664055381	3759199222	0.97
statpopgen_q05/duckdb:vortex-compact	1911231751	1999783659	0.96
statpopgen_q06/duckdb:vortex-compact	2740804946	2770316413	0.99
statpopgen_q07/duckdb:vortex-compact	909793903	905914802	1.00
statpopgen_q08/duckdb:vortex-compact	947399646	939857914	1.01
statpopgen_q09/duckdb:vortex-compact	3454454818	3350946604	1.03
statpopgen_q10/duckdb:vortex-compact	5613156676	5449429268	1.03

duckdb / parquet (1.014x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	336339120	331856786	1.01
statpopgen_q01/duckdb:parquet	420238057	415391731	1.01
statpopgen_q02/duckdb:parquet	1015692527	1013110197	1.00
statpopgen_q03/duckdb:parquet	1521421509	1505040485	1.01
statpopgen_q04/duckdb:parquet	1548515500	1510645216	1.03
statpopgen_q05/duckdb:parquet	1036667340	1032059514	1.00
statpopgen_q06/duckdb:parquet	1519484436	1508123916	1.01
statpopgen_q07/duckdb:parquet	1346602248	1309195977	1.03
statpopgen_q08/duckdb:parquet	1376437343	1316224538	1.05
statpopgen_q09/duckdb:parquet	1406307981	1397885578	1.01
statpopgen_q10/duckdb:parquet	2729789170	2721057817	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-0.1%	+1.4%	-1.4%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+8.0%	+1.4%	+6.6%	+12.3%	➖ noise
1	duckdb:vortex-compact	-0.7%	+1.2%	-1.9%	+24.7%	➖ noise
1	duckdb:vortex-file-compressed	+0.2%	+1.2%	-0.9%	+208.9%	➖ noise
2	duckdb:vortex-compact	+2.8%	+0.3%	+2.5%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+2.8%	+0.3%	+2.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	+2.8%	+1.1%	+1.7%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.2%	+1.1%	-1.3%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.5%	+2.5%	-4.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.2%	+2.5%	-1.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.4%	+0.4%	-4.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.3%	+0.4%	+0.9%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.1%	+0.8%	-1.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+2.0%	+0.8%	+1.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.4%	+2.9%	-2.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.3%	+2.9%	-6.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.8%	+4.6%	-3.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.1%	+4.6%	-5.4%	+10.0%	➖ noise
9	duckdb:vortex-compact	+3.1%	+0.6%	+2.5%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.5%	+0.6%	+0.9%	+10.0%	➖ noise
10	duckdb:vortex-compact	+3.0%	+0.3%	+2.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+2.2%	+0.3%	+1.8%	+10.0%	➖ noise

github-actions · 2026-05-07T11:19:45Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-05-07T11:21:32Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.6%
Vortex (geomean): 0.933x ➖
Parquet (geomean): 0.950x ➖
Shifts: Parquet (control) -5.0% · Median polish -6.5%

datafusion / vortex-file-compressed (0.945x ➖, 3↑ 1↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚨	2272544	1712410	1.33
clickbench_q01/datafusion:vortex-file-compressed	20105626	19907930	1.01
clickbench_q02/datafusion:vortex-file-compressed	42247815	39567920	1.07
clickbench_q03/datafusion:vortex-file-compressed	41706714	43911729	0.95
clickbench_q04/datafusion:vortex-file-compressed	285206886	310773146	0.92
clickbench_q05/datafusion:vortex-file-compressed	297965851	330484595	0.90
clickbench_q06/datafusion:vortex-file-compressed	1726044	1907795	0.90
clickbench_q07/datafusion:vortex-file-compressed	22937631	22465777	1.02
clickbench_q08/datafusion:vortex-file-compressed	353306325	372748320	0.95
clickbench_q09/datafusion:vortex-file-compressed	527276639	585196971	0.90
clickbench_q10/datafusion:vortex-file-compressed	74932618	77404346	0.97
clickbench_q11/datafusion:vortex-file-compressed	83594570	90809724	0.92
clickbench_q12/datafusion:vortex-file-compressed	272601278	284100343	0.96
clickbench_q13/datafusion:vortex-file-compressed	403659736	440807416	0.92
clickbench_q14/datafusion:vortex-file-compressed	250145042	276776855	0.90
clickbench_q15/datafusion:vortex-file-compressed	325124698	346028390	0.94
clickbench_q16/datafusion:vortex-file-compressed	640695055	691281136	0.93
clickbench_q17/datafusion:vortex-file-compressed	625019495	682925931	0.92
clickbench_q18/datafusion:vortex-file-compressed	1284157115	1396288933	0.92
clickbench_q19/datafusion:vortex-file-compressed	28985684	31163744	0.93
clickbench_q20/datafusion:vortex-file-compressed	333359651	342671199	0.97
clickbench_q21/datafusion:vortex-file-compressed	363565944	395423746	0.92
clickbench_q22/datafusion:vortex-file-compressed	444281387	469868314	0.95
clickbench_q23/datafusion:vortex-file-compressed	745707381	702822132	1.06
clickbench_q24/datafusion:vortex-file-compressed	44389183	47029112	0.94
clickbench_q25/datafusion:vortex-file-compressed	70822853	75851027	0.93
clickbench_q26/datafusion:vortex-file-compressed	44776312	48850958	0.92
clickbench_q27/datafusion:vortex-file-compressed	706630719	730268408	0.97
clickbench_q28/datafusion:vortex-file-compressed	6579803800	6830418456	0.96
clickbench_q29/datafusion:vortex-file-compressed	232046115	240915693	0.96
clickbench_q30/datafusion:vortex-file-compressed	215611975	233661403	0.92
clickbench_q31/datafusion:vortex-file-compressed	252511847	275188022	0.92
clickbench_q32/datafusion:vortex-file-compressed	1093054694	1195931248	0.91
clickbench_q33/datafusion:vortex-file-compressed	1278874324	1367890391	0.93
clickbench_q34/datafusion:vortex-file-compressed	1254579939	1386964227	0.90
clickbench_q35/datafusion:vortex-file-compressed	442154100	472091560	0.94
clickbench_q36/datafusion:vortex-file-compressed	68743396	75946105	0.91
clickbench_q37/datafusion:vortex-file-compressed 🚀	33728129	38162846	0.88
clickbench_q38/datafusion:vortex-file-compressed	18593340	19751821	0.94
clickbench_q39/datafusion:vortex-file-compressed	131521766	137418156	0.96
clickbench_q40/datafusion:vortex-file-compressed 🚀	15108956	17169585	0.88
clickbench_q41/datafusion:vortex-file-compressed 🚀	14373374	16344442	0.88
clickbench_q42/datafusion:vortex-file-compressed	16346878	18038228	0.91

datafusion / parquet (0.933x ➖, 4↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1531291	1552967	0.99
clickbench_q01/datafusion:parquet	18344354	19195112	0.96
clickbench_q02/datafusion:parquet	46191789	48430563	0.95
clickbench_q03/datafusion:parquet	36440298	39565777	0.92
clickbench_q04/datafusion:parquet 🚀	289688251	328884679	0.88
clickbench_q05/datafusion:parquet	341761343	366982573	0.93
clickbench_q06/datafusion:parquet	1519311	1580351	0.96
clickbench_q07/datafusion:parquet	22312911	23169250	0.96
clickbench_q08/datafusion:parquet	366231430	395878246	0.93
clickbench_q09/datafusion:parquet	596763239	642875763	0.93
clickbench_q10/datafusion:parquet	103955124	110375578	0.94
clickbench_q11/datafusion:parquet	125865137	138234157	0.91
clickbench_q12/datafusion:parquet	332585872	356192329	0.93
clickbench_q13/datafusion:parquet 🚀	475120036	530887287	0.89
clickbench_q14/datafusion:parquet	336640380	361685664	0.93
clickbench_q15/datafusion:parquet	327799970	355572472	0.92
clickbench_q16/datafusion:parquet	639341588	703603268	0.91
clickbench_q17/datafusion:parquet	630844645	685528801	0.92
clickbench_q18/datafusion:parquet	1292043567	1406620162	0.92
clickbench_q19/datafusion:parquet	29101674	30002159	0.97
clickbench_q20/datafusion:parquet	591599020	634798229	0.93
clickbench_q21/datafusion:parquet	644688810	696237095	0.93
clickbench_q22/datafusion:parquet	953134170	1015171172	0.94
clickbench_q23/datafusion:parquet	3558044249	3851036985	0.92
clickbench_q24/datafusion:parquet	84195094	87719341	0.96
clickbench_q25/datafusion:parquet	131691342	140302613	0.94
clickbench_q26/datafusion:parquet	84617515	84847557	1.00
clickbench_q27/datafusion:parquet	1027338473	1112830637	0.92
clickbench_q28/datafusion:parquet	6267983990	6801845309	0.92
clickbench_q29/datafusion:parquet 🚀	220750140	246892916	0.89
clickbench_q30/datafusion:parquet	316175270	342747513	0.92
clickbench_q31/datafusion:parquet	358875247	384853084	0.93
clickbench_q32/datafusion:parquet	1190013406	1287988119	0.92
clickbench_q33/datafusion:parquet	1474817339	1596191479	0.92
clickbench_q34/datafusion:parquet	1443993301	1552278511	0.93
clickbench_q35/datafusion:parquet	450952830	492591066	0.92
clickbench_q36/datafusion:parquet	136342753	146399284	0.93
clickbench_q37/datafusion:parquet	55357010	58798981	0.94
clickbench_q38/datafusion:parquet	82092426	91014970	0.90
clickbench_q39/datafusion:parquet	254429599	268202816	0.95
clickbench_q40/datafusion:parquet	31104158	30934663	1.01
clickbench_q41/datafusion:parquet	27608425	28650994	0.96
clickbench_q42/datafusion:parquet 🚀	28229245	31403961	0.90

duckdb / vortex-file-compressed (0.921x ➖, 7↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚀	5796638	6869342	0.84
clickbench_q01/duckdb:vortex-file-compressed	13215770	13999478	0.94
clickbench_q02/duckdb:vortex-file-compressed	24970455	27076370	0.92
clickbench_q03/duckdb:vortex-file-compressed	28766444	30574173	0.94
clickbench_q04/duckdb:vortex-file-compressed	176615677	189053813	0.93
clickbench_q05/duckdb:vortex-file-compressed	167180700	180065997	0.93
clickbench_q06/duckdb:vortex-file-compressed	18937123	20853482	0.91
clickbench_q07/duckdb:vortex-file-compressed	14138647	14610591	0.97
clickbench_q08/duckdb:vortex-file-compressed	253703365	262083139	0.97
clickbench_q09/duckdb:vortex-file-compressed	328567862	351486799	0.93
clickbench_q10/duckdb:vortex-file-compressed	64471205	69034942	0.93
clickbench_q11/duckdb:vortex-file-compressed	74638538	80217252	0.93
clickbench_q12/duckdb:vortex-file-compressed	190398290	204634084	0.93
clickbench_q13/duckdb:vortex-file-compressed	388101179	412432035	0.94
clickbench_q14/duckdb:vortex-file-compressed	229893765	242181075	0.95
clickbench_q15/duckdb:vortex-file-compressed	240993484	252879162	0.95
clickbench_q16/duckdb:vortex-file-compressed	568568345	608771671	0.93
clickbench_q17/duckdb:vortex-file-compressed	478946289	492092882	0.97
clickbench_q18/duckdb:vortex-file-compressed	950010045	1020889480	0.93
clickbench_q19/duckdb:vortex-file-compressed	19828049	22028543	0.90
clickbench_q20/duckdb:vortex-file-compressed	329768737	355617259	0.93
clickbench_q21/duckdb:vortex-file-compressed 🚀	350616368	392756276	0.89
clickbench_q22/duckdb:vortex-file-compressed	561696604	616024958	0.91
clickbench_q23/duckdb:vortex-file-compressed 🚀	251881718	359456569	0.70
clickbench_q24/duckdb:vortex-file-compressed 🚀	34950804	41151948	0.85
clickbench_q25/duckdb:vortex-file-compressed	74803170	74265830	1.01
clickbench_q26/duckdb:vortex-file-compressed 🚀	47069867	52443180	0.90
clickbench_q27/duckdb:vortex-file-compressed	464111281	485740450	0.96
clickbench_q28/duckdb:vortex-file-compressed	2945869835	3066283219	0.96
clickbench_q29/duckdb:vortex-file-compressed	27186452	28375112	0.96
clickbench_q30/duckdb:vortex-file-compressed	186855248	196892981	0.95
clickbench_q31/duckdb:vortex-file-compressed	276308363	293874132	0.94
clickbench_q32/duckdb:vortex-file-compressed	1108366310	1166809941	0.95
clickbench_q33/duckdb:vortex-file-compressed 🚀	1092148508	1222934085	0.89
clickbench_q34/duckdb:vortex-file-compressed	1178283402	1272123994	0.93
clickbench_q35/duckdb:vortex-file-compressed	369163674	397608974	0.93
clickbench_q36/duckdb:vortex-file-compressed	26047136	28166211	0.92
clickbench_q37/duckdb:vortex-file-compressed	19779162	20938583	0.94
clickbench_q38/duckdb:vortex-file-compressed	20321418	22513923	0.90
clickbench_q39/duckdb:vortex-file-compressed	39889562	43662889	0.91
clickbench_q40/duckdb:vortex-file-compressed	19623544	21248452	0.92
clickbench_q41/duckdb:vortex-file-compressed	19885935	21282156	0.93
clickbench_q42/duckdb:vortex-file-compressed 🚀	18684930	23617669	0.79

duckdb / parquet (0.967x ➖, 1↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	27203592	26288269	1.03
clickbench_q01/duckdb:parquet	28031923	28210552	0.99
clickbench_q02/duckdb:parquet	48497907	49668587	0.98
clickbench_q03/duckdb:parquet	38314956	38969048	0.98
clickbench_q04/duckdb:parquet	199752397	210467253	0.95
clickbench_q05/duckdb:parquet	264972932	275573512	0.96
clickbench_q06/duckdb:parquet	45992745	46568642	0.99
clickbench_q07/duckdb:parquet	29679989	30227481	0.98
clickbench_q08/duckdb:parquet	264346784	274537791	0.96
clickbench_q09/duckdb:parquet	400922242	410253362	0.98
clickbench_q10/duckdb:parquet	79623240	83292420	0.96
clickbench_q11/duckdb:parquet	98797403	100514522	0.98
clickbench_q12/duckdb:parquet	290932344	297639084	0.98
clickbench_q13/duckdb:parquet	470806587	508476367	0.93
clickbench_q14/duckdb:parquet	320139880	331231296	0.97
clickbench_q15/duckdb:parquet	262433027	275367460	0.95
clickbench_q16/duckdb:parquet	640617054	673686444	0.95
clickbench_q17/duckdb:parquet	538125681	572234716	0.94
clickbench_q18/duckdb:parquet	1061590114	1136648169	0.93
clickbench_q19/duckdb:parquet	25523325	26395637	0.97
clickbench_q20/duckdb:parquet	422057377	442727390	0.95
clickbench_q21/duckdb:parquet	538061331	559288547	0.96
clickbench_q22/duckdb:parquet	933667848	959428104	0.97
clickbench_q23/duckdb:parquet	298392313	317741229	0.94
clickbench_q24/duckdb:parquet	68807897	68797715	1.00
clickbench_q25/duckdb:parquet	155493489	158502482	0.98
clickbench_q26/duckdb:parquet	47708624	49820549	0.96
clickbench_q27/duckdb:parquet	644428990	665386216	0.97
clickbench_q28/duckdb:parquet	4843071730	4957172498	0.98
clickbench_q29/duckdb:parquet	41008626	41081567	1.00
clickbench_q30/duckdb:parquet	299429983	311423833	0.96
clickbench_q31/duckdb:parquet	358929448	383161626	0.94
clickbench_q32/duckdb:parquet	1147482334	1175729173	0.98
clickbench_q33/duckdb:parquet	1257237805	1355208438	0.93
clickbench_q34/duckdb:parquet	1276387519	1387738183	0.92
clickbench_q35/duckdb:parquet	359984092	374036673	0.96
clickbench_q36/duckdb:parquet	43948534	48685040	0.90
clickbench_q37/duckdb:parquet	33503603	33513449	1.00
clickbench_q38/duckdb:parquet	35019134	33498550	1.05
clickbench_q39/duckdb:parquet	86459314	87512339	0.99
clickbench_q40/duckdb:parquet 🚀	17306105	19817914	0.87
clickbench_q41/duckdb:parquet	18440806	18429399	1.00
clickbench_q42/duckdb:parquet	21229365	20788853	1.02

duckdb / duckdb (1.003x ➖, 0↑ 8↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚨	19893505	17623014	1.13
clickbench_q01/duckdb:duckdb 🚨	36400755	32825705	1.11
clickbench_q02/duckdb:duckdb	48086248	45516257	1.06
clickbench_q03/duckdb:duckdb	50741099	46724959	1.09
clickbench_q04/duckdb:duckdb	187235696	197434524	0.95
clickbench_q05/duckdb:duckdb	263369519	271517227	0.97
clickbench_q06/duckdb:duckdb	38585932	36051335	1.07
clickbench_q07/duckdb:duckdb 🚨	38610908	35074383	1.10
clickbench_q08/duckdb:duckdb	249022033	251455160	0.99
clickbench_q09/duckdb:duckdb	364999165	376505546	0.97
clickbench_q10/duckdb:duckdb	100069523	100363608	1.00
clickbench_q11/duckdb:duckdb	109634695	109298953	1.00
clickbench_q12/duckdb:duckdb	236104827	247650339	0.95
clickbench_q13/duckdb:duckdb	455517001	492072631	0.93
clickbench_q14/duckdb:duckdb	272660806	284912162	0.96
clickbench_q15/duckdb:duckdb	218836469	233626348	0.94
clickbench_q16/duckdb:duckdb	620921373	655985797	0.95
clickbench_q17/duckdb:duckdb	520953069	560960924	0.93
clickbench_q18/duckdb:duckdb	1133754821	1204368333	0.94
clickbench_q19/duckdb:duckdb 🚨	38477433	34868293	1.10
clickbench_q20/duckdb:duckdb	876146636	927338772	0.94
clickbench_q21/duckdb:duckdb	925881409	1002931107	0.92
clickbench_q22/duckdb:duckdb	1034143349	1107920266	0.93
clickbench_q23/duckdb:duckdb	260982708	269769189	0.97
clickbench_q24/duckdb:duckdb	62923298	60943400	1.03
clickbench_q25/duckdb:duckdb	144713588	145442984	0.99
clickbench_q26/duckdb:duckdb	64016997	61158254	1.05
clickbench_q27/duckdb:duckdb	1022429894	1085611629	0.94
clickbench_q28/duckdb:duckdb	4658588753	4704742252	0.99
clickbench_q29/duckdb:duckdb	52418216	48841352	1.07
clickbench_q30/duckdb:duckdb	262707806	272041897	0.97
clickbench_q31/duckdb:duckdb	423300662	424751533	1.00
clickbench_q32/duckdb:duckdb	1465139154	1565210509	0.94
clickbench_q33/duckdb:duckdb	1936015954	2072398458	0.93
clickbench_q34/duckdb:duckdb	2065927409	2215795421	0.93
clickbench_q35/duckdb:duckdb	277193008	284579128	0.97
clickbench_q36/duckdb:duckdb	45295500	42627592	1.06
clickbench_q37/duckdb:duckdb 🚨	34946740	31381492	1.11
clickbench_q38/duckdb:duckdb	32676614	31249610	1.05
clickbench_q39/duckdb:duckdb	68213776	71673739	0.95
clickbench_q40/duckdb:duckdb 🚨	34860362	31668446	1.10
clickbench_q41/duckdb:duckdb 🚨	34126080	30672268	1.11
clickbench_q42/duckdb:duckdb 🚨	35137804	31691568	1.11

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+32.7%	+1.0%	+31.4%	+728.3%	➖ noise
0	duckdb:duckdb	+12.9%	+1.0%	+11.8%	+288.9%	➖ noise
0	duckdb:vortex-file-compressed	-15.6%	+1.0%	-16.5%	+484.6%	➖ noise
1	datafusion:vortex-file-compressed	+1.0%	-2.6%	+3.6%	+27.9%	➖ noise
1	duckdb:duckdb	+10.9%	-2.6%	+13.8%	+55.4%	➖ noise
1	duckdb:vortex-file-compressed	-5.6%	-2.6%	-3.1%	+24.8%	➖ noise
2	datafusion:vortex-file-compressed	+6.8%	-3.5%	+10.6%	+16.7%	➖ noise
2	duckdb:duckdb	+5.6%	-3.5%	+9.5%	+17.6%	➖ noise
2	duckdb:vortex-file-compressed	-7.8%	-3.5%	-4.4%	+12.1%	➖ noise
3	datafusion:vortex-file-compressed	-5.0%	-4.8%	-0.2%	+142.1%	➖ noise
3	duckdb:duckdb	+8.6%	-4.8%	+14.1%	+32.6%	➖ noise
3	duckdb:vortex-file-compressed	-5.9%	-4.8%	-1.1%	+31.4%	➖ noise
4	datafusion:vortex-file-compressed	-8.2%	-8.6%	+0.4%	+10.0%	➖ noise
4	duckdb:duckdb	-5.2%	-8.6%	+3.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.6%	-8.6%	+2.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-9.8%	-5.4%	-4.7%	+10.0%	➖ noise
5	duckdb:duckdb	-3.0%	-5.4%	+2.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-7.2%	-5.4%	-1.9%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-9.5%	-2.6%	-7.2%	+83.5%	➖ noise
6	duckdb:duckdb	+7.0%	-2.6%	+9.8%	+28.8%	➖ noise
6	duckdb:vortex-file-compressed	-9.2%	-2.6%	-6.8%	+17.7%	➖ noise
7	datafusion:vortex-file-compressed	+2.1%	-2.8%	+5.0%	+10.5%	➖ noise
7	duckdb:duckdb	+10.1%	-2.8%	+13.2%	+10.4%	🚨 regression
7	duckdb:vortex-file-compressed	-3.2%	-2.8%	-0.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-5.2%	-5.6%	+0.4%	+10.0%	➖ noise
8	duckdb:duckdb	-1.0%	-5.6%	+4.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-3.2%	-5.6%	+2.6%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-9.9%	-4.8%	-5.4%	+10.0%	➖ noise
9	duckdb:duckdb	-3.1%	-4.8%	+1.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-6.5%	-4.8%	-1.9%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-3.2%	-5.1%	+2.0%	+10.0%	➖ noise
10	duckdb:duckdb	-0.3%	-5.1%	+5.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-6.6%	-5.1%	-1.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-7.9%	-5.4%	-2.7%	+10.0%	➖ noise
11	duckdb:duckdb	+0.3%	-5.4%	+6.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-7.0%	-5.4%	-1.6%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-4.0%	-4.5%	+0.4%	+10.0%	➖ noise
12	duckdb:duckdb	-4.7%	-4.5%	-0.2%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-7.0%	-4.5%	-2.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-8.4%	-9.0%	+0.6%	+10.0%	➖ noise
13	duckdb:duckdb	-7.4%	-9.0%	+1.7%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-5.9%	-9.0%	+3.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-9.6%	-5.2%	-4.7%	+10.0%	➖ noise
14	duckdb:duckdb	-4.3%	-5.2%	+0.9%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-5.1%	-5.2%	+0.1%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-6.0%	-6.3%	+0.2%	+10.0%	➖ noise
15	duckdb:duckdb	-6.3%	-6.3%	-0.1%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-4.7%	-6.3%	+1.7%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-7.3%	-7.0%	-0.3%	+10.0%	➖ noise
16	duckdb:duckdb	-5.3%	-7.0%	+1.8%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-6.6%	-7.0%	+0.5%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-8.5%	-7.0%	-1.6%	+10.0%	➖ noise
17	duckdb:duckdb	-7.1%	-7.0%	-0.2%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.7%	-7.0%	+4.6%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-8.0%	-7.4%	-0.7%	+10.0%	➖ noise
18	duckdb:duckdb	-5.9%	-7.4%	+1.6%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-6.9%	-7.4%	+0.5%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-7.0%	-3.2%	-4.0%	+17.5%	➖ noise
19	duckdb:duckdb	+10.4%	-3.2%	+13.9%	+14.6%	➖ noise
19	duckdb:vortex-file-compressed	-10.0%	-3.2%	-7.1%	+19.4%	➖ noise
20	datafusion:vortex-file-compressed	-2.7%	-5.7%	+3.2%	+210.6%	➖ noise
20	duckdb:duckdb	-5.5%	-5.7%	+0.2%	+24.9%	➖ noise
20	duckdb:vortex-file-compressed	-7.3%	-5.7%	-1.6%	+38.7%	➖ noise
21	datafusion:vortex-file-compressed	-8.1%	-5.6%	-2.6%	+10.0%	➖ noise
21	duckdb:duckdb	-7.7%	-5.6%	-2.2%	+11.5%	➖ noise
21	duckdb:vortex-file-compressed	-10.7%	-5.6%	-5.4%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-5.4%	-4.4%	-1.1%	+13.6%	➖ noise
22	duckdb:duckdb	-6.7%	-4.4%	-2.3%	+12.8%	➖ noise
22	duckdb:vortex-file-compressed	-8.8%	-4.4%	-4.6%	+16.7%	➖ noise
23	datafusion:vortex-file-compressed	+6.1%	-6.9%	+13.9%	+32.1%	➖ noise
23	duckdb:duckdb	-3.3%	-6.9%	+3.9%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-29.9%	-6.9%	-24.8%	+10.0%	✅ faster
24	datafusion:vortex-file-compressed	-5.6%	-2.0%	-3.7%	+10.0%	➖ noise
24	duckdb:duckdb	+3.2%	-2.0%	+5.4%	+12.9%	➖ noise
24	duckdb:vortex-file-compressed	-15.1%	-2.0%	-13.3%	+16.1%	➖ noise
25	datafusion:vortex-file-compressed	-6.6%	-4.0%	-2.7%	+10.0%	➖ noise
25	duckdb:duckdb	-0.5%	-4.0%	+3.7%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+0.7%	-4.0%	+5.0%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-8.3%	-2.3%	-6.2%	+10.2%	➖ noise
26	duckdb:duckdb	+4.7%	-2.3%	+7.1%	+10.1%	➖ noise
26	duckdb:vortex-file-compressed	-10.2%	-2.3%	-8.2%	+26.2%	➖ noise
27	datafusion:vortex-file-compressed	-3.2%	-5.4%	+2.3%	+10.0%	➖ noise
27	duckdb:duckdb	-5.8%	-5.4%	-0.4%	+14.0%	➖ noise
27	duckdb:vortex-file-compressed	-4.5%	-5.4%	+1.0%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-3.7%	-5.1%	+1.5%	+11.6%	➖ noise
28	duckdb:duckdb	-1.0%	-5.1%	+4.4%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-3.9%	-5.1%	+1.3%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-3.7%	-5.5%	+2.0%	+10.0%	➖ noise
29	duckdb:duckdb	+7.3%	-5.5%	+13.6%	+10.3%	🚨 regression
29	duckdb:vortex-file-compressed	-4.2%	-5.5%	+1.4%	+14.6%	➖ noise
30	datafusion:vortex-file-compressed	-7.7%	-5.8%	-2.0%	+10.0%	➖ noise
30	duckdb:duckdb	-3.4%	-5.8%	+2.5%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-5.1%	-5.8%	+0.8%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-8.2%	-6.5%	-1.8%	+10.0%	➖ noise
31	duckdb:duckdb	-0.3%	-6.5%	+6.6%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-6.0%	-6.5%	+0.6%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-8.6%	-5.0%	-3.8%	+10.0%	➖ noise
32	duckdb:duckdb	-6.4%	-5.0%	-1.4%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-5.0%	-5.0%	+0.0%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-6.5%	-7.4%	+1.0%	+10.0%	➖ noise
33	duckdb:duckdb	-6.6%	-7.4%	+0.9%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-10.7%	-7.4%	-3.5%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-9.5%	-7.5%	-2.2%	+10.0%	➖ noise
34	duckdb:duckdb	-6.8%	-7.5%	+0.8%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-7.4%	-7.5%	+0.1%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-6.3%	-6.1%	-0.2%	+10.0%	➖ noise
35	duckdb:duckdb	-2.6%	-6.1%	+3.8%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-7.2%	-6.1%	-1.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-9.5%	-8.3%	-1.3%	+10.9%	➖ noise
36	duckdb:duckdb	+6.3%	-8.3%	+15.9%	+17.0%	➖ noise
36	duckdb:vortex-file-compressed	-7.5%	-8.3%	+0.9%	+13.1%	➖ noise
37	datafusion:vortex-file-compressed	-11.6%	-3.0%	-8.9%	+11.4%	➖ noise
37	duckdb:duckdb	+11.4%	-3.0%	+14.8%	+11.0%	🚨 regression
37	duckdb:vortex-file-compressed	-5.5%	-3.0%	-2.6%	+12.9%	➖ noise
38	datafusion:vortex-file-compressed	-5.9%	-2.9%	-3.1%	+13.6%	➖ noise
38	duckdb:duckdb	+4.6%	-2.9%	+7.7%	+13.0%	➖ noise
38	duckdb:vortex-file-compressed	-9.7%	-2.9%	-7.0%	+13.2%	➖ noise
39	datafusion:vortex-file-compressed	-4.3%	-3.2%	-1.1%	+10.0%	➖ noise
39	duckdb:duckdb	-4.8%	-3.2%	-1.7%	+18.0%	➖ noise
39	duckdb:vortex-file-compressed	-8.6%	-3.2%	-5.6%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-12.0%	-6.3%	-6.1%	+10.9%	➖ noise
40	duckdb:duckdb	+10.1%	-6.3%	+17.5%	+11.9%	🚨 regression
40	duckdb:vortex-file-compressed	-7.6%	-6.3%	-1.4%	+12.5%	➖ noise
41	datafusion:vortex-file-compressed	-12.1%	-1.8%	-10.4%	+10.0%	✅ faster
41	duckdb:duckdb	+11.3%	-1.8%	+13.3%	+11.8%	🚨 regression
41	duckdb:vortex-file-compressed	-6.6%	-1.8%	-4.8%	+13.2%	➖ noise
42	datafusion:vortex-file-compressed	-9.4%	-4.2%	-5.4%	+10.5%	➖ noise
42	duckdb:duckdb	+10.9%	-4.2%	+15.7%	+12.6%	🚨 regression
42	duckdb:vortex-file-compressed	-20.9%	-4.2%	-17.4%	+12.7%	✅ faster

github-actions · 2026-05-07T11:21:35Z

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 · 2026-05-07T11:21:52Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.9%
Vortex (geomean): 0.957x ➖
Parquet (geomean): 0.965x ➖
Shifts: Parquet (control) -3.5% · Median polish -3.2%

datafusion / vortex-file-compressed (0.898x ➖, 2↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	257369780	255958942	1.01
tpch_q02/datafusion:vortex-file-compressed	462947788	415420846	1.11
tpch_q03/datafusion:vortex-file-compressed	451122948	490899488	0.92
tpch_q04/datafusion:vortex-file-compressed	272168180	341807490	0.80
tpch_q05/datafusion:vortex-file-compressed	511263213	457966971	1.12
tpch_q06/datafusion:vortex-file-compressed	342846993	405040450	0.85
tpch_q07/datafusion:vortex-file-compressed	434030432	463481715	0.94
tpch_q08/datafusion:vortex-file-compressed	570797936	646491709	0.88
tpch_q09/datafusion:vortex-file-compressed	373787701	425662910	0.88
tpch_q10/datafusion:vortex-file-compressed	506687080	486795047	1.04
tpch_q11/datafusion:vortex-file-compressed	292622394	308161031	0.95
tpch_q12/datafusion:vortex-file-compressed	520656796	554962023	0.94
tpch_q13/datafusion:vortex-file-compressed	167405775	212122722	0.79
tpch_q14/datafusion:vortex-file-compressed	253843244	288233330	0.88
tpch_q15/datafusion:vortex-file-compressed	482852201	543078385	0.89
tpch_q16/datafusion:vortex-file-compressed 🚀	191089978	300408567	0.64
tpch_q17/datafusion:vortex-file-compressed	397930626	464107818	0.86
tpch_q18/datafusion:vortex-file-compressed	349776146	385172005	0.91
tpch_q19/datafusion:vortex-file-compressed	561756662	524706375	1.07
tpch_q20/datafusion:vortex-file-compressed	451989053	514447995	0.88
tpch_q21/datafusion:vortex-file-compressed	562521453	614034993	0.92
tpch_q22/datafusion:vortex-file-compressed 🚀	111429394	164302793	0.68

datafusion / vortex-compact (1.007x ➖, 1↑ 2↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	393546155	257458158	1.53
tpch_q02/datafusion:vortex-compact	523431100	458007683	1.14
tpch_q03/datafusion:vortex-compact	376584725	439320518	0.86
tpch_q04/datafusion:vortex-compact	400145388	462503389	0.87
tpch_q05/datafusion:vortex-compact	814536539	750538260	1.09
tpch_q06/datafusion:vortex-compact	437951610	426398480	1.03
tpch_q07/datafusion:vortex-compact 🚨	624111949	417289327	1.50
tpch_q08/datafusion:vortex-compact	554829146	613853528	0.90
tpch_q09/datafusion:vortex-compact	418394611	486526050	0.86
tpch_q10/datafusion:vortex-compact	494047456	680148223	0.73
tpch_q11/datafusion:vortex-compact	303751125	326060158	0.93
tpch_q12/datafusion:vortex-compact	519431772	487432071	1.07
tpch_q13/datafusion:vortex-compact 🚀	176777838	255596306	0.69
tpch_q14/datafusion:vortex-compact	327269144	291628844	1.12
tpch_q15/datafusion:vortex-compact	504122966	440326483	1.14
tpch_q16/datafusion:vortex-compact	181714805	185633100	0.98
tpch_q17/datafusion:vortex-compact	410602381	423925717	0.97
tpch_q18/datafusion:vortex-compact	327251381	310002429	1.06
tpch_q19/datafusion:vortex-compact	476570805	462164322	1.03
tpch_q20/datafusion:vortex-compact	453017048	479351205	0.95
tpch_q21/datafusion:vortex-compact	555213752	574341609	0.97
tpch_q22/datafusion:vortex-compact	112138309	97712211	1.15

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

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	257406168	224625995	1.15
tpch_q02/datafusion:parquet	380731467	414015172	0.92
tpch_q03/datafusion:parquet	307422364	308850612	1.00
tpch_q04/datafusion:parquet	165446863	164342477	1.01
tpch_q05/datafusion:parquet	455460848	481541217	0.95
tpch_q06/datafusion:parquet	142884066	165975058	0.86
tpch_q07/datafusion:parquet	470521185	498744603	0.94
tpch_q08/datafusion:parquet	556368324	572016952	0.97
tpch_q09/datafusion:parquet	469663148	473878299	0.99
tpch_q10/datafusion:parquet	541479489	521350889	1.04
tpch_q11/datafusion:parquet	369659013	436614200	0.85
tpch_q12/datafusion:parquet	255334726	275003899	0.93
tpch_q13/datafusion:parquet	437971352	455205985	0.96
tpch_q14/datafusion:parquet	204028284	206764986	0.99
tpch_q15/datafusion:parquet	308237514	338003205	0.91
tpch_q16/datafusion:parquet	175052340	194589339	0.90
tpch_q17/datafusion:parquet	477348473	371186313	1.29
tpch_q18/datafusion:parquet	503419519	465734529	1.08
tpch_q19/datafusion:parquet	383383967	366527535	1.05
tpch_q20/datafusion:parquet	312454287	318347806	0.98
tpch_q21/datafusion:parquet	582400293	586543601	0.99
tpch_q22/datafusion:parquet	143846615	166657703	0.86

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

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	311092466	297913860	1.04
tpch_q02/duckdb:vortex-file-compressed	975754557	993101434	0.98
tpch_q03/duckdb:vortex-file-compressed	739609546	734220457	1.01
tpch_q04/duckdb:vortex-file-compressed	397961162	398305330	1.00
tpch_q05/duckdb:vortex-file-compressed	887154690	1033810854	0.86
tpch_q06/duckdb:vortex-file-compressed	434275628	402253018	1.08
tpch_q07/duckdb:vortex-file-compressed	847522078	831931167	1.02
tpch_q08/duckdb:vortex-file-compressed	1002334141	1003093781	1.00
tpch_q09/duckdb:vortex-file-compressed	919615393	872320013	1.05
tpch_q10/duckdb:vortex-file-compressed	738439048	787693370	0.94
tpch_q11/duckdb:vortex-file-compressed	477198578	524231270	0.91
tpch_q12/duckdb:vortex-file-compressed	443243893	520420294	0.85
tpch_q13/duckdb:vortex-file-compressed	471201822	481575789	0.98
tpch_q14/duckdb:vortex-file-compressed	491857747	536513724	0.92
tpch_q15/duckdb:vortex-file-compressed	254080984	288169330	0.88
tpch_q16/duckdb:vortex-file-compressed	402735265	396346088	1.02
tpch_q17/duckdb:vortex-file-compressed	769269962	686629348	1.12
tpch_q18/duckdb:vortex-file-compressed	554937100	528410614	1.05
tpch_q19/duckdb:vortex-file-compressed	431766024	443879445	0.97
tpch_q20/duckdb:vortex-file-compressed	839530285	851752891	0.99
tpch_q21/duckdb:vortex-file-compressed	1058486968	1113926803	0.95
tpch_q22/duckdb:vortex-file-compressed	376663891	393650314	0.96

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

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	313844034	285732369	1.10
tpch_q02/duckdb:vortex-compact	928435623	932143922	1.00
tpch_q03/duckdb:vortex-compact	608118835	653287287	0.93
tpch_q04/duckdb:vortex-compact	374655226	392770302	0.95
tpch_q05/duckdb:vortex-compact	847526638	923177413	0.92
tpch_q06/duckdb:vortex-compact	419279429	448028499	0.94
tpch_q07/duckdb:vortex-compact	784559686	861465639	0.91
tpch_q08/duckdb:vortex-compact	947125618	968135484	0.98
tpch_q09/duckdb:vortex-compact	872340330	970732780	0.90
tpch_q10/duckdb:vortex-compact	679573809	679775642	1.00
tpch_q11/duckdb:vortex-compact	451855202	457795192	0.99
tpch_q12/duckdb:vortex-compact	449782698	483940815	0.93
tpch_q13/duckdb:vortex-compact	462831001	448926207	1.03
tpch_q14/duckdb:vortex-compact	464862080	500230979	0.93
tpch_q15/duckdb:vortex-compact	360795894	306908140	1.18
tpch_q16/duckdb:vortex-compact	380022340	410500228	0.93
tpch_q17/duckdb:vortex-compact	637921230	653548143	0.98
tpch_q18/duckdb:vortex-compact	486885391	514183106	0.95
tpch_q19/duckdb:vortex-compact	424480229	561347957	0.76
tpch_q20/duckdb:vortex-compact	733821201	867965940	0.85
tpch_q21/duckdb:vortex-compact	1048408002	1127667947	0.93
tpch_q22/duckdb:vortex-compact	317448300	371143342	0.86

duckdb / parquet (0.953x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	474512977	479271499	0.99
tpch_q02/duckdb:parquet	1120711463	1146445615	0.98
tpch_q03/duckdb:parquet	1076165473	1058153226	1.02
tpch_q04/duckdb:parquet	632782989	646942683	0.98
tpch_q05/duckdb:parquet	1234782232	1276672447	0.97
tpch_q06/duckdb:parquet	370107728	486895208	0.76
tpch_q07/duckdb:parquet	1141411333	1103721461	1.03
tpch_q08/duckdb:parquet	1464986922	1644767166	0.89
tpch_q09/duckdb:parquet	1269373223	1576431913	0.81
tpch_q10/duckdb:parquet	1289234466	1316196403	0.98
tpch_q11/duckdb:parquet	679528348	744961074	0.91
tpch_q12/duckdb:parquet	716175988	729556978	0.98
tpch_q13/duckdb:parquet	851401398	929506567	0.92
tpch_q14/duckdb:parquet	600965316	653190782	0.92
tpch_q15/duckdb:parquet	503265542	515897297	0.98
tpch_q16/duckdb:parquet	690194892	689163067	1.00
tpch_q17/duckdb:parquet	771724664	826561335	0.93
tpch_q18/duckdb:parquet	836467975	865198795	0.97
tpch_q19/duckdb:parquet	761610809	813154953	0.94
tpch_q20/duckdb:parquet	1124914439	1124536815	1.00
tpch_q21/duckdb:parquet	1099303055	1066407864	1.03
tpch_q22/duckdb:parquet	597482342	566369906	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+52.9%	+6.5%	+43.5%	+68.6%	➖ noise
1	datafusion:vortex-file-compressed	+0.6%	+6.5%	-5.6%	+65.9%	➖ noise
1	duckdb:vortex-compact	+9.8%	+6.5%	+3.1%	+44.1%	➖ noise
1	duckdb:vortex-file-compressed	+4.4%	+6.5%	-2.0%	+49.0%	➖ noise
2	datafusion:vortex-compact	+14.3%	-5.2%	+20.5%	+33.9%	➖ noise
2	datafusion:vortex-file-compressed	+11.4%	-5.2%	+17.5%	+30.0%	➖ noise
2	duckdb:vortex-compact	-0.4%	-5.2%	+5.1%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.7%	-5.2%	+3.6%	+30.0%	➖ noise
3	datafusion:vortex-compact	-14.3%	+0.6%	-14.8%	+52.2%	➖ noise
3	datafusion:vortex-file-compressed	-8.1%	+0.6%	-8.7%	+48.9%	➖ noise
3	duckdb:vortex-compact	-6.9%	+0.6%	-7.5%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.7%	+0.6%	+0.1%	+30.0%	➖ noise
4	datafusion:vortex-compact	-13.5%	-0.8%	-12.8%	+56.0%	➖ noise
4	datafusion:vortex-file-compressed	-20.4%	-0.8%	-19.8%	+47.9%	➖ noise
4	duckdb:vortex-compact	-4.6%	-0.8%	-3.9%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.1%	-0.8%	+0.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	+8.5%	-4.4%	+13.5%	+59.3%	➖ noise
5	datafusion:vortex-file-compressed	+11.6%	-4.4%	+16.7%	+30.0%	➖ noise
5	duckdb:vortex-compact	-8.2%	-4.4%	-4.0%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-14.2%	-4.4%	-10.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	+2.7%	-19.1%	+27.0%	+37.1%	➖ noise
6	datafusion:vortex-file-compressed	-15.4%	-19.1%	+4.6%	+30.0%	➖ noise
6	duckdb:vortex-compact	-6.4%	-19.1%	+15.7%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+8.0%	-19.1%	+33.5%	+30.0%	🚨 regression
7	datafusion:vortex-compact	+49.6%	-1.2%	+51.4%	+46.8%	🚨 regression
7	datafusion:vortex-file-compressed	-6.4%	-1.2%	-5.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	-8.9%	-1.2%	-7.8%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.9%	-1.2%	+3.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	-9.6%	-6.9%	-2.9%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-11.7%	-6.9%	-5.1%	+30.0%	➖ noise
8	duckdb:vortex-compact	-2.2%	-6.9%	+5.1%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.1%	-6.9%	+7.4%	+30.0%	➖ noise
9	datafusion:vortex-compact	-14.0%	-10.7%	-3.7%	+37.5%	➖ noise
9	datafusion:vortex-file-compressed	-12.2%	-10.7%	-1.7%	+30.0%	➖ noise
9	duckdb:vortex-compact	-10.1%	-10.7%	+0.6%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+5.4%	-10.7%	+18.0%	+30.0%	➖ noise
10	datafusion:vortex-compact	-27.4%	+0.9%	-28.0%	+38.1%	✅ faster
10	datafusion:vortex-file-compressed	+4.1%	+0.9%	+3.2%	+30.0%	➖ noise
10	duckdb:vortex-compact	-0.0%	+0.9%	-0.9%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-6.3%	+0.9%	-7.1%	+30.0%	➖ noise
11	datafusion:vortex-compact	-6.8%	-12.1%	+6.0%	+33.6%	➖ noise
11	datafusion:vortex-file-compressed	-5.0%	-12.1%	+8.1%	+30.0%	➖ noise
11	duckdb:vortex-compact	-1.3%	-12.1%	+12.3%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-9.0%	-12.1%	+3.6%	+30.0%	➖ noise
12	datafusion:vortex-compact	+6.6%	-4.5%	+11.6%	+35.0%	➖ noise
12	datafusion:vortex-file-compressed	-6.2%	-4.5%	-1.7%	+30.0%	➖ noise
12	duckdb:vortex-compact	-7.1%	-4.5%	-2.6%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-14.8%	-4.5%	-10.8%	+30.0%	➖ noise
13	datafusion:vortex-compact	-30.8%	-6.1%	-26.3%	+56.0%	➖ noise
13	datafusion:vortex-file-compressed	-21.1%	-6.1%	-15.9%	+45.7%	➖ noise
13	duckdb:vortex-compact	+3.1%	-6.1%	+9.8%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.2%	-6.1%	+4.2%	+30.0%	➖ noise
14	datafusion:vortex-compact	+12.2%	-4.7%	+17.8%	+31.3%	➖ noise
14	datafusion:vortex-file-compressed	-11.9%	-4.7%	-7.6%	+30.0%	➖ noise
14	duckdb:vortex-compact	-7.1%	-4.7%	-2.5%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-8.3%	-4.7%	-3.8%	+30.0%	➖ noise
15	datafusion:vortex-compact	+14.5%	-5.7%	+21.4%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-11.1%	-5.7%	-5.7%	+30.0%	➖ noise
15	duckdb:vortex-compact	+17.6%	-5.7%	+24.6%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-11.8%	-5.7%	-6.5%	+30.0%	➖ noise
16	datafusion:vortex-compact	-2.1%	-5.1%	+3.1%	+30.6%	➖ noise
16	datafusion:vortex-file-compressed	-36.4%	-5.1%	-33.0%	+33.8%	✅ faster
16	duckdb:vortex-compact	-7.4%	-5.1%	-2.5%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+1.6%	-5.1%	+7.1%	+30.5%	➖ noise
17	datafusion:vortex-compact	-3.1%	+9.6%	-11.6%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-14.3%	+9.6%	-21.8%	+30.0%	➖ noise
17	duckdb:vortex-compact	-2.4%	+9.6%	-10.9%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+12.0%	+9.6%	+2.2%	+30.0%	➖ noise
18	datafusion:vortex-compact	+5.6%	+2.2%	+3.3%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-9.2%	+2.2%	-11.2%	+30.0%	➖ noise
18	duckdb:vortex-compact	-5.3%	+2.2%	-7.4%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+5.0%	+2.2%	+2.7%	+30.0%	➖ noise
19	datafusion:vortex-compact	+3.1%	-1.0%	+4.2%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+7.1%	-1.0%	+8.2%	+30.0%	➖ noise
19	duckdb:vortex-compact	-24.4%	-1.0%	-23.6%	+30.0%	✅ faster
19	duckdb:vortex-file-compressed	-2.7%	-1.0%	-1.7%	+30.0%	➖ noise
20	datafusion:vortex-compact	-5.5%	-0.9%	-4.6%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-12.1%	-0.9%	-11.3%	+30.0%	➖ noise
20	duckdb:vortex-compact	-15.5%	-0.9%	-14.7%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-1.4%	-0.9%	-0.5%	+30.0%	➖ noise
21	datafusion:vortex-compact	-3.3%	+1.2%	-4.4%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-8.4%	+1.2%	-9.5%	+30.0%	➖ noise
21	duckdb:vortex-compact	-7.0%	+1.2%	-8.1%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-5.0%	+1.2%	-6.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	+14.8%	-4.6%	+20.3%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	-32.2%	-4.6%	-28.9%	+39.0%	✅ faster
22	duckdb:vortex-compact	-14.5%	-4.6%	-10.4%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-4.3%	-4.6%	+0.3%	+30.0%	➖ noise

github-actions · 2026-05-07T11:26:21Z

Benchmarks: Compression

Vortex (geomean): 0.996x ➖
Parquet (geomean): 0.995x ➖

unknown / unknown (0.993x ➖, 2↑ 0↓)

name	PR `760e55e` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
compress time/Arade	1127176345	1132211167	1.00
compress time/Bimbo	6664853188	6905971377	0.97
compress time/CMSprovider	2851109082	2854572254	1.00
compress time/Euro2016	419949882	432244538	0.97
compress time/Food	386580451	395309946	0.98
compress time/HashTags	795987307	827735538	0.96
compress time/TPC-H l_comment canonical	1239747477	1309547144	0.95
compress time/TPC-H l_comment chunked	1279710685	1307406556	0.98
compress time/taxi	701646235	717188510	0.98
compress time/wide table cols=100 chunks=1 rows=1000	12811721	11708979	1.09
compress time/wide table cols=100 chunks=50 rows=1000	11362357	11942692	0.95
compress time/wide table cols=1000 chunks=1 rows=1000	128088053	132720428	0.97
compress time/wide table cols=1000 chunks=50 rows=1000	135734857	129759097	1.05
compress time/wide table cols=10000 chunks=1 rows=1000	1402100542	1427418785	0.98
compress time/wide table cols=10000 chunks=50 rows=1000	1411925839	1462705500	0.97
decompress time/Arade	25091407	25660918	0.98
decompress time/Bimbo	76121988	81003277	0.94
decompress time/CMSprovider	76818797	74153567	1.04
decompress time/Euro2016	19021775	18315572	1.04
decompress time/Food	7889022	7949861	0.99
decompress time/HashTags	69705225	69710959	1.00
decompress time/TPC-H l_comment canonical	38987861	39080444	1.00
decompress time/TPC-H l_comment chunked	39604911	39227947	1.01
decompress time/taxi 🚀	14102478	16906881	0.83
decompress time/wide table cols=100 chunks=1 rows=1000	2292687	2380075	0.96
decompress time/wide table cols=100 chunks=50 rows=1000	2499531	2422821	1.03
decompress time/wide table cols=1000 chunks=1 rows=1000	23237335	22614972	1.03
decompress time/wide table cols=1000 chunks=50 rows=1000	23366788	22709462	1.03
decompress time/wide table cols=10000 chunks=1 rows=1000	250278384	252205106	0.99
decompress time/wide table cols=10000 chunks=50 rows=1000	237815584	261694312	0.91
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00
parquet_rs-zstd compress time/Arade	2582525892	2635948553	0.98
parquet_rs-zstd compress time/Bimbo	12716940737	12623939810	1.01
parquet_rs-zstd compress time/CMSprovider	6715493294	6777851624	0.99
parquet_rs-zstd compress time/Euro2016	1295486078	1295501878	1.00
parquet_rs-zstd compress time/Food	796511075	789518088	1.01
parquet_rs-zstd compress time/HashTags	2122728134	2124649174	1.00
parquet_rs-zstd compress time/TPC-H l_comment canonical	3152244306	3161765521	1.00
parquet_rs-zstd compress time/TPC-H l_comment chunked	3126607385	3138465573	1.00
parquet_rs-zstd compress time/taxi	1199465441	1203645132	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6020752	6020093	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	5979065	6141940	0.97
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	73548656	73759588	1.00
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	74499983	73424143	1.01
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	769135792	789082101	0.97
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	762439774	806014981	0.95
parquet_rs-zstd decompress time/Arade	612935585	629557428	0.97
parquet_rs-zstd decompress time/Bimbo	1677738459	1679079170	1.00
parquet_rs-zstd decompress time/CMSprovider	1673103003	1689325886	0.99
parquet_rs-zstd decompress time/Euro2016	371915277	372475899	1.00
parquet_rs-zstd decompress time/Food	197712519	197295756	1.00
parquet_rs-zstd decompress time/HashTags	616304251	616511702	1.00
parquet_rs-zstd decompress time/TPC-H l_comment canonical	582305045	589301567	0.99
parquet_rs-zstd decompress time/TPC-H l_comment chunked	584135765	584158824	1.00
parquet_rs-zstd decompress time/taxi	244477541	247148674	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2765227	2777299	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2764916	2855851	0.97
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	31903769	32118713	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	32665768	32731332	1.00
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	339367642	345497896	0.98
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	341255895	342171710	1.00
vortex-file-compressed size/Arade	145363796	145363796	1.00
vortex-file-compressed size/Bimbo	468763332	468763332	1.00
vortex-file-compressed size/CMSprovider	417907812	417907812	1.00
vortex-file-compressed size/Euro2016	163395292	163757340	1.00
vortex-file-compressed size/Food	41926936	41926936	1.00
vortex-file-compressed size/HashTags	195647828	195647828	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087360	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087360	1.00
vortex-file-compressed size/taxi	52363948	52363948	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957648	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.02
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.96
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.01
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.97
vortex:parquet-zstd ratio compress time/Food	0	0	0.97
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.96
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	0.95
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.98
vortex:parquet-zstd ratio compress time/taxi	0	0	0.98
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	2	1	1.09
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	0.98
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.97
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.03
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.00
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.94
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.05
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.04
vortex:parquet-zstd ratio decompress time/Food	0	0	0.99
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.00
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.01
vortex:parquet-zstd ratio decompress time/taxi 🚀	0	0	0.84
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	0.97
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	0.91
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

github-actions · 2026-05-07T11:33:16Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.0%
Vortex (geomean): 0.982x ➖
Parquet (geomean): 1.003x ➖
Shifts: Parquet (control) +0.3% · Median polish -1.9%

datafusion / vortex-file-compressed (1.002x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `115b3ba` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	688486484	736604894	0.93
tpch_q02/datafusion:vortex-file-compressed	911059046	929413527	0.98
tpch_q03/datafusion:vortex-file-compressed	1166133742	953419092	1.22
tpch_q04/datafusion:vortex-file-compressed	654545990	712993221	0.92
tpch_q05/datafusion:vortex-file-compressed	992019014	1009617955	0.98
tpch_q06/datafusion:vortex-file-compressed	637425904	654076276	0.97
tpch_q07/datafusion:vortex-file-compressed	982665128	1093802559	0.90
tpch_q08/datafusion:vortex-file-compressed	1216199686	1295258729	0.94
tpch_q09/datafusion:vortex-file-compressed	1336408743	1261917209	1.06
tpch_q10/datafusion:vortex-file-compressed	921884675	983567278	0.94
tpch_q11/datafusion:vortex-file-compressed	555552412	539696849	1.03
tpch_q12/datafusion:vortex-file-compressed	892583227	1036893910	0.86
tpch_q13/datafusion:vortex-file-compressed	408030889	426614677	0.96
tpch_q14/datafusion:vortex-file-compressed	580151552	661694176	0.88
tpch_q15/datafusion:vortex-file-compressed	1166101235	1102539209	1.06
tpch_q16/datafusion:vortex-file-compressed	421858438	403882483	1.04
tpch_q17/datafusion:vortex-file-compressed	1172507040	1187606554	0.99
tpch_q18/datafusion:vortex-file-compressed	1320479719	1251072634	1.06
tpch_q19/datafusion:vortex-file-compressed	991996349	783235097	1.27
tpch_q20/datafusion:vortex-file-compressed	1095507295	1088376463	1.01
tpch_q21/datafusion:vortex-file-compressed	1709124908	1603078496	1.07
tpch_q22/datafusion:vortex-file-compressed	410822188	380472336	1.08

datafusion / vortex-compact (0.938x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `115b3ba` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	667842429	687855791	0.97
tpch_q02/datafusion:vortex-compact	625972567	665829929	0.94
tpch_q03/datafusion:vortex-compact	682016783	827100636	0.82
tpch_q04/datafusion:vortex-compact	616161496	631121393	0.98
tpch_q05/datafusion:vortex-compact	1042077664	1114483945	0.94
tpch_q06/datafusion:vortex-compact	700140865	642776786	1.09
tpch_q07/datafusion:vortex-compact	1026379479	966812818	1.06
tpch_q08/datafusion:vortex-compact	1040860942	1126046754	0.92
tpch_q09/datafusion:vortex-compact	1222461140	1193108557	1.02
tpch_q10/datafusion:vortex-compact	934629749	939009224	1.00
tpch_q11/datafusion:vortex-compact	378807586	530957033	0.71
tpch_q12/datafusion:vortex-compact	732561049	941613516	0.78
tpch_q13/datafusion:vortex-compact	425571767	392001467	1.09
tpch_q14/datafusion:vortex-compact	541154905	586995788	0.92
tpch_q15/datafusion:vortex-compact	1024597508	1070498158	0.96
tpch_q16/datafusion:vortex-compact	330333280	393981162	0.84
tpch_q17/datafusion:vortex-compact	1150275350	1136402003	1.01
tpch_q18/datafusion:vortex-compact	1137838245	1090049018	1.04
tpch_q19/datafusion:vortex-compact	815032868	919423863	0.89
tpch_q20/datafusion:vortex-compact	892158586	876273171	1.02
tpch_q21/datafusion:vortex-compact	1320923771	1444444288	0.91
tpch_q22/datafusion:vortex-compact	355917133	423552108	0.84

datafusion / parquet (1.034x ➖, 1↑ 2↓)

name	PR `760e55e` (ns)	base `115b3ba` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	810911603	913235138	0.89
tpch_q02/datafusion:parquet 🚀	690132512	1024061019	0.67
tpch_q03/datafusion:parquet	1036883831	1033910413	1.00
tpch_q04/datafusion:parquet	570151411	474713620	1.20
tpch_q05/datafusion:parquet	1211891289	1083417106	1.12
tpch_q06/datafusion:parquet	511602994	544982439	0.94
tpch_q07/datafusion:parquet	1189767196	1317843387	0.90
tpch_q08/datafusion:parquet	1712627437	1682500739	1.02
tpch_q09/datafusion:parquet	1808728002	1792300705	1.01
tpch_q10/datafusion:parquet	1973910773	1934180083	1.02
tpch_q11/datafusion:parquet 🚨	849208216	549906969	1.54
tpch_q12/datafusion:parquet	776264327	639681141	1.21
tpch_q13/datafusion:parquet	769595321	662418805	1.16
tpch_q14/datafusion:parquet	767198209	745864963	1.03
tpch_q15/datafusion:parquet	1296585141	1249493033	1.04
tpch_q16/datafusion:parquet 🚨	527716275	326350586	1.62
tpch_q17/datafusion:parquet	1369055726	1349895166	1.01
tpch_q18/datafusion:parquet	1477170947	1608615615	0.92
tpch_q19/datafusion:parquet	862604572	913393723	0.94
tpch_q20/datafusion:parquet	1087391926	1255408912	0.87
tpch_q21/datafusion:parquet	1837033844	1879848122	0.98
tpch_q22/datafusion:parquet	785989297	756759771	1.04

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

name	PR `760e55e` (ns)	base `115b3ba` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	596886552	604446990	0.99
tpch_q02/duckdb:vortex-file-compressed	1091270524	1181254407	0.92
tpch_q03/duckdb:vortex-file-compressed	855905577	1031224172	0.83
tpch_q04/duckdb:vortex-file-compressed	580978171	701470514	0.83
tpch_q05/duckdb:vortex-file-compressed	977905639	1072905519	0.91
tpch_q06/duckdb:vortex-file-compressed	750675210	857946004	0.87
tpch_q07/duckdb:vortex-file-compressed	1142478387	1149413155	0.99
tpch_q08/duckdb:vortex-file-compressed	1387166195	1334534957	1.04
tpch_q09/duckdb:vortex-file-compressed	1362577322	1358165705	1.00
tpch_q10/duckdb:vortex-file-compressed	1099741150	1053364411	1.04
tpch_q11/duckdb:vortex-file-compressed	661140183	663566836	1.00
tpch_q12/duckdb:vortex-file-compressed	691279750	714500641	0.97
tpch_q13/duckdb:vortex-file-compressed	968064274	1009137667	0.96
tpch_q14/duckdb:vortex-file-compressed	858413298	879376452	0.98
tpch_q15/duckdb:vortex-file-compressed	510204757	526550428	0.97
tpch_q16/duckdb:vortex-file-compressed	481654613	460653324	1.05
tpch_q17/duckdb:vortex-file-compressed	933110785	941644112	0.99
tpch_q18/duckdb:vortex-file-compressed	891373032	871408293	1.02
tpch_q19/duckdb:vortex-file-compressed	727994004	725714648	1.00
tpch_q20/duckdb:vortex-file-compressed	1106629588	1213406201	0.91
tpch_q21/duckdb:vortex-file-compressed	1846607161	1933934507	0.95
tpch_q22/duckdb:vortex-file-compressed	567523817	626104152	0.91

duckdb / vortex-compact (1.033x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `115b3ba` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	571923084	593616198	0.96
tpch_q02/duckdb:vortex-compact	1068710955	1001783841	1.07
tpch_q03/duckdb:vortex-compact	967362219	805200739	1.20
tpch_q04/duckdb:vortex-compact	516610240	523522768	0.99
tpch_q05/duckdb:vortex-compact	958940385	979597719	0.98
tpch_q06/duckdb:vortex-compact	706130651	697302649	1.01
tpch_q07/duckdb:vortex-compact	1034559096	1053046693	0.98
tpch_q08/duckdb:vortex-compact	1428966680	1289407232	1.11
tpch_q09/duckdb:vortex-compact	1338321554	1372885517	0.97
tpch_q10/duckdb:vortex-compact	1077205146	1073534399	1.00
tpch_q11/duckdb:vortex-compact	647500801	622509683	1.04
tpch_q12/duckdb:vortex-compact	646810238	627798631	1.03
tpch_q13/duckdb:vortex-compact	858374523	841491680	1.02
tpch_q14/duckdb:vortex-compact	803724545	808823047	0.99
tpch_q15/duckdb:vortex-compact	576691270	518375994	1.11
tpch_q16/duckdb:vortex-compact	414711841	432032859	0.96
tpch_q17/duckdb:vortex-compact	886941174	871438894	1.02
tpch_q18/duckdb:vortex-compact	769230710	716077237	1.07
tpch_q19/duckdb:vortex-compact	716079112	710678926	1.01
tpch_q20/duckdb:vortex-compact	1206577317	1134773424	1.06
tpch_q21/duckdb:vortex-compact	1818986953	1626026939	1.12
tpch_q22/duckdb:vortex-compact	648450114	620506084	1.05

duckdb / parquet (0.972x ➖, 0↑ 0↓)

name	PR `760e55e` (ns)	base `115b3ba` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	867893932	813641510	1.07
tpch_q02/duckdb:parquet	1317720335	1309679237	1.01
tpch_q03/duckdb:parquet	1712063356	1597570101	1.07
tpch_q04/duckdb:parquet	924115167	1071954194	0.86
tpch_q05/duckdb:parquet	1835649538	1916357423	0.96
tpch_q06/duckdb:parquet	830980772	663915368	1.25
tpch_q07/duckdb:parquet	1693547709	1791459205	0.95
tpch_q08/duckdb:parquet	2215646966	2434657058	0.91
tpch_q09/duckdb:parquet	2476834461	2566409958	0.97
tpch_q10/duckdb:parquet	2886675913	3005648682	0.96
tpch_q11/duckdb:parquet	831970246	918390625	0.91
tpch_q12/duckdb:parquet	1031705017	1178315953	0.88
tpch_q13/duckdb:parquet	1114898846	1206941245	0.92
tpch_q14/duckdb:parquet	1198974432	1196422796	1.00
tpch_q15/duckdb:parquet	847985011	883118654	0.96
tpch_q16/duckdb:parquet	843257595	856070722	0.99
tpch_q17/duckdb:parquet	1180759710	1260025621	0.94
tpch_q18/duckdb:parquet	1253270961	1442335138	0.87
tpch_q19/duckdb:parquet	1407727049	1585942810	0.89
tpch_q20/duckdb:parquet	1789570225	1865700921	0.96
tpch_q21/duckdb:parquet	1750047435	1653915543	1.06
tpch_q22/duckdb:parquet	1135967055	1021599697	1.11

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-2.9%	-2.7%	-0.2%	+38.7%	➖ noise
1	datafusion:vortex-file-compressed	-6.5%	-2.7%	-4.0%	+45.1%	➖ noise
1	duckdb:vortex-compact	-3.7%	-2.7%	-1.0%	+30.6%	➖ noise
1	duckdb:vortex-file-compressed	-1.3%	-2.7%	+1.5%	+30.0%	➖ noise
2	datafusion:vortex-compact	-6.0%	-17.7%	+14.2%	+36.1%	➖ noise
2	datafusion:vortex-file-compressed	-2.0%	-17.7%	+19.0%	+40.3%	➖ noise
2	duckdb:vortex-compact	+6.7%	-17.7%	+29.6%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-7.6%	-17.7%	+12.2%	+31.8%	➖ noise
3	datafusion:vortex-compact	-17.5%	+3.7%	-20.5%	+47.1%	➖ noise
3	datafusion:vortex-file-compressed	+22.3%	+3.7%	+18.0%	+48.6%	➖ noise
3	duckdb:vortex-compact	+20.1%	+3.7%	+15.9%	+35.9%	➖ noise
3	duckdb:vortex-file-compressed	-17.0%	+3.7%	-19.9%	+40.9%	➖ noise
4	datafusion:vortex-compact	-2.4%	+1.8%	-4.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-8.2%	+1.8%	-9.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	-1.3%	+1.8%	-3.0%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-17.2%	+1.8%	-18.6%	+30.0%	➖ noise
5	datafusion:vortex-compact	-6.5%	+3.5%	-9.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.7%	+3.5%	-5.1%	+30.0%	➖ noise
5	duckdb:vortex-compact	-2.1%	+3.5%	-5.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-8.9%	+3.5%	-11.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	+8.9%	+8.4%	+0.5%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.5%	+8.4%	-10.1%	+30.0%	➖ noise
6	duckdb:vortex-compact	+1.3%	+8.4%	-6.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-12.5%	+8.4%	-19.3%	+30.0%	➖ noise
7	datafusion:vortex-compact	+6.2%	-7.6%	+14.9%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-10.2%	-7.6%	-2.8%	+30.0%	➖ noise
7	duckdb:vortex-compact	-1.8%	-7.6%	+6.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.6%	-7.6%	+7.6%	+30.0%	➖ noise
8	datafusion:vortex-compact	-7.6%	-3.8%	-4.0%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-6.1%	-3.8%	-2.4%	+30.0%	➖ noise
8	duckdb:vortex-compact	+10.8%	-3.8%	+15.1%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+3.9%	-3.8%	+8.0%	+30.0%	➖ noise
9	datafusion:vortex-compact	+2.5%	-1.3%	+3.8%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+5.9%	-1.3%	+7.3%	+30.0%	➖ noise
9	duckdb:vortex-compact	-2.5%	-1.3%	-1.2%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.3%	-1.3%	+1.7%	+30.0%	➖ noise
10	datafusion:vortex-compact	-0.5%	-1.0%	+0.5%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-6.3%	-1.0%	-5.3%	+30.0%	➖ noise
10	duckdb:vortex-compact	+0.3%	-1.0%	+1.4%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+4.4%	-1.0%	+5.5%	+30.0%	➖ noise
11	datafusion:vortex-compact	-28.7%	+18.3%	-39.7%	+30.0%	✅ faster
11	datafusion:vortex-file-compressed	+2.9%	+18.3%	-13.0%	+30.0%	➖ noise
11	duckdb:vortex-compact	+4.0%	+18.3%	-12.1%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-0.4%	+18.3%	-15.8%	+30.0%	➖ noise
12	datafusion:vortex-compact	-22.2%	+3.1%	-24.5%	+30.0%	✅ faster
12	datafusion:vortex-file-compressed	-13.9%	+3.1%	-16.5%	+30.0%	➖ noise
12	duckdb:vortex-compact	+3.0%	+3.1%	-0.0%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-3.2%	+3.1%	-6.1%	+30.0%	➖ noise
13	datafusion:vortex-compact	+8.6%	+3.6%	+4.8%	+30.8%	➖ noise
13	datafusion:vortex-file-compressed	-4.4%	+3.6%	-7.7%	+30.0%	➖ noise
13	duckdb:vortex-compact	+2.0%	+3.6%	-1.5%	+39.6%	➖ noise
13	duckdb:vortex-file-compressed	-4.1%	+3.6%	-7.4%	+37.1%	➖ noise
14	datafusion:vortex-compact	-7.8%	+1.5%	-9.2%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-12.3%	+1.5%	-13.6%	+30.0%	➖ noise
14	duckdb:vortex-compact	-0.6%	+1.5%	-2.1%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-2.4%	+1.5%	-3.9%	+30.0%	➖ noise
15	datafusion:vortex-compact	-4.3%	-0.2%	-4.1%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+5.8%	-0.2%	+6.0%	+30.0%	➖ noise
15	duckdb:vortex-compact	+11.2%	-0.2%	+11.5%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-3.1%	-0.2%	-2.9%	+30.0%	➖ noise
16	datafusion:vortex-compact	-16.2%	+26.2%	-33.6%	+46.9%	✅ faster
16	datafusion:vortex-file-compressed	+4.5%	+26.2%	-17.2%	+30.0%	➖ noise
16	duckdb:vortex-compact	-4.0%	+26.2%	-23.9%	+30.7%	✅ faster
16	duckdb:vortex-file-compressed	+4.6%	+26.2%	-17.2%	+30.0%	➖ noise
17	datafusion:vortex-compact	+1.2%	-2.5%	+3.8%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.3%	-2.5%	+1.3%	+30.0%	➖ noise
17	duckdb:vortex-compact	+1.8%	-2.5%	+4.4%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-0.9%	-2.5%	+1.6%	+30.0%	➖ noise
18	datafusion:vortex-compact	+4.4%	-10.7%	+16.9%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+5.5%	-10.7%	+18.2%	+30.0%	➖ noise
18	duckdb:vortex-compact	+7.4%	-10.7%	+20.3%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+2.3%	-10.7%	+14.5%	+30.0%	➖ noise
19	datafusion:vortex-compact	-11.4%	-8.4%	-3.2%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+26.7%	-8.4%	+38.3%	+30.0%	🚨 regression
19	duckdb:vortex-compact	+0.8%	-8.4%	+10.1%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+0.3%	-8.4%	+9.6%	+30.0%	➖ noise
20	datafusion:vortex-compact	+1.8%	-8.9%	+11.7%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+0.7%	-8.9%	+10.4%	+30.0%	➖ noise
20	duckdb:vortex-compact	+6.3%	-8.9%	+16.7%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-8.8%	-8.9%	+0.1%	+30.0%	➖ noise
21	datafusion:vortex-compact	-8.6%	+1.7%	-10.1%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+6.6%	+1.7%	+4.8%	+30.0%	➖ noise
21	duckdb:vortex-compact	+11.9%	+1.7%	+10.0%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-4.5%	+1.7%	-6.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	-16.0%	+7.5%	-21.8%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	+8.0%	+7.5%	+0.5%	+36.9%	➖ noise
22	duckdb:vortex-compact	+4.5%	+7.5%	-2.8%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-9.4%	+7.5%	-15.7%	+30.0%	➖ noise

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

joseph-isaacs added 2 commits May 7, 2026 11:06

wip

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Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

perf[array]: small vec for slots

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Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label May 7, 2026

joseph-isaacs added 2 commits May 7, 2026 11:43

perf[array]: small vec for slots

c65c273

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

perf[array]: small vec for slots

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Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

joseph-isaacs added changelog/performance A performance improvement action/benchmark Trigger full benchmarks to run on this PR and removed action/benchmark Trigger full benchmarks to run on this PR labels May 7, 2026

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label May 7, 2026

joseph-isaacs added 2 commits May 7, 2026 13:24

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Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

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Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

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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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Merging this PR will degrade performance by 23.21%

Performance Changes

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Benchmarks: FineWeb NVMe

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Benchmarks: TPC-H SF=1 on NVME

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File Sizes: FineWeb NVMe

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File Sizes: TPC-H SF=1 on NVME

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Benchmarks: TPC-DS SF=1 on NVME

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File Sizes: TPC-DS SF=1 on NVME

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Benchmarks: FineWeb S3

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Benchmarks: Random Access

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Benchmarks: TPC-H SF=10 on NVME

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Benchmarks: Statistical and Population Genetics

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Benchmarks: Clickbench on NVME

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File Sizes: Clickbench on NVME

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Benchmarks: TPC-H SF=1 on S3

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Benchmarks: Compression

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