fix[sparse]: ensure cached patches are updated and use `PatchesData` by joseph-isaacs · Pull Request #7811 · vortex-data/vortex

joseph-isaacs · 2026-05-06T13:25:32Z

Sparse array help on to a cached via over the slots that form a Patch, make this read only.

Include PatchesData to hold the non children/slot part of Patches.

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

codspeed-hq · 2026-05-06T13:33:12Z

Merging this PR will degrade performance by 23.4%

⚠️

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

⚡ 13 improved benchmarks
❌ 5 regressed benchmarks
✅ 1188 untouched benchmarks

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	Simulation	`take_10k_random`	239.7 µs	194.9 µs	+22.97%
❌	Simulation	`new_alp_prim_test_between[f32, 32768]`	155.3 µs	184.3 µs	-15.72%
❌	Simulation	`new_alp_prim_test_between[f64, 16384]`	126.4 µs	155.9 µs	-18.96%
⚡	Simulation	`new_bp_prim_test_between[i64, 32768]`	236.6 µs	177.7 µs	+33.13%
❌	Simulation	`new_alp_prim_test_between[f64, 32768]`	192.5 µs	251.3 µs	-23.4%
⚡	Simulation	`patched_take_10k_contiguous_patches`	258.9 µs	228.6 µs	+13.24%
⚡	Simulation	`patched_take_10k_random`	271.3 µs	241 µs	+12.57%
⚡	Simulation	`take_10k_contiguous`	315.3 µs	270.8 µs	+16.41%
⚡	Simulation	`decompress_rd[f32, (10000, 0.01)]`	91.1 µs	82.6 µs	+10.29%
⚡	Simulation	`decompress_rd[f64, (10000, 0.0)]`	139.4 µs	125.3 µs	+11.22%
⚡	Simulation	`decompress_rd[f64, (100000, 0.0)]`	1,021.9 µs	801.2 µs	+27.55%
⚡	Simulation	`decompress_rd[f32, (10000, 0.0)]`	91.8 µs	83.2 µs	+10.35%
⚡	Simulation	`decompress_rd[f32, (10000, 0.1)]`	91.1 µs	82.6 µs	+10.33%
⚡	Simulation	`decompress_rd[f64, (10000, 0.01)]`	139.5 µs	125.3 µs	+11.27%
⚡	Simulation	`decompress_rd[f32, (100000, 0.0)]`	584.3 µs	454.2 µs	+28.63%
❌	Simulation	`decompress_rd[f64, (100000, 0.1)]`	843.3 µs	978.9 µs	-13.85%
⚡	Simulation	`decompress_rd[f64, (10000, 0.1)]`	139.3 µs	121.9 µs	+14.26%
❌	Simulation	`decompress_rd[f64, (100000, 0.01)]`	843.3 µs	978.8 µs	-13.85%

_{Comparing ji/sparse-array-patches (edd2c4a) with develop (a2edb2f)¹}

No successful run was found on develop (aab4c34) during the generation of this report, so a2edb2f was used instead as the comparison base. There might be some changes unrelated to this pull request in this report. ↩

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

github-actions · 2026-05-07T10:15:48Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`edd2c4a`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-05-07T10:17:54Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.991x ➖

datafusion / vortex-file-compressed (0.991x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	121711184	123402731	0.99
polarsignals_q01/datafusion:vortex-file-compressed	259885165	283046410	0.92
polarsignals_q02/datafusion:vortex-file-compressed	23076717	23993648	0.96
polarsignals_q03/datafusion:vortex-file-compressed	277297862	278565420	1.00
polarsignals_q04/datafusion:vortex-file-compressed	11916466	11641773	1.02
polarsignals_q05/datafusion:vortex-file-compressed	15659027	15208556	1.03
polarsignals_q06/datafusion:vortex-file-compressed	18389871	18512506	0.99
polarsignals_q07/datafusion:vortex-file-compressed	14572449	13742818	1.06
polarsignals_q08/datafusion:vortex-file-compressed	416862131	405949392	1.03
polarsignals_q09/datafusion:vortex-file-compressed	10899743	11756145	0.93

github-actions · 2026-05-07T10:17:56Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-05-07T10:18:43Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.4%
Vortex (geomean): 1.001x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish -1.1%

datafusion / vortex-file-compressed (1.004x ➖, 1↑ 2↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5059644	5240437	0.97
fineweb_q01/datafusion:vortex-file-compressed 🚨	21075117	18153299	1.16
fineweb_q02/datafusion:vortex-file-compressed	21692345	22276798	0.97
fineweb_q03/datafusion:vortex-file-compressed 🚨	79808316	71841428	1.11
fineweb_q04/datafusion:vortex-file-compressed	236133206	230610117	1.02
fineweb_q05/datafusion:vortex-file-compressed	218347367	217474354	1.00
fineweb_q06/datafusion:vortex-file-compressed	50895254	52447646	0.97
fineweb_q07/datafusion:vortex-file-compressed	56790398	57760278	0.98
fineweb_q08/datafusion:vortex-file-compressed 🚀	20127000	23037662	0.87

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

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5918540	5822199	1.02
fineweb_q01/datafusion:vortex-compact	125453579	125015824	1.00
fineweb_q02/datafusion:vortex-compact	127066007	127370506	1.00
fineweb_q03/datafusion:vortex-compact	1030888782	1034611154	1.00
fineweb_q04/datafusion:vortex-compact	1116022775	1106650099	1.01
fineweb_q05/datafusion:vortex-compact	965995897	945434365	1.02
fineweb_q06/datafusion:vortex-compact	521753100	531718283	0.98
fineweb_q07/datafusion:vortex-compact	529035594	538985213	0.98
fineweb_q08/datafusion:vortex-compact	17730068	17522147	1.01

datafusion / parquet (0.985x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6101268	6090788	1.00
fineweb_q01/datafusion:parquet	278002548	293771590	0.95
fineweb_q02/datafusion:parquet	277996458	288715952	0.96
fineweb_q03/datafusion:parquet	289659546	281631940	1.03
fineweb_q04/datafusion:parquet	297570111	300096112	0.99
fineweb_q05/datafusion:parquet	294476596	296467213	0.99
fineweb_q06/datafusion:parquet	281892106	296636369	0.95
fineweb_q07/datafusion:parquet	281651020	282343279	1.00
fineweb_q08/datafusion:parquet	276973428	277655583	1.00

duckdb / vortex-file-compressed (1.004x ➖, 0↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3254283	3105144	1.05
fineweb_q01/duckdb:vortex-file-compressed	21101073	22069466	0.96
fineweb_q02/duckdb:vortex-file-compressed	23005566	24101855	0.95
fineweb_q03/duckdb:vortex-file-compressed 🚨	128115032	115070826	1.11
fineweb_q04/duckdb:vortex-file-compressed	223271246	218806463	1.02
fineweb_q05/duckdb:vortex-file-compressed	209907245	212871474	0.99
fineweb_q06/duckdb:vortex-file-compressed	51631931	51946802	0.99
fineweb_q07/duckdb:vortex-file-compressed	53302736	55328220	0.96
fineweb_q08/duckdb:vortex-file-compressed	22273069	22093382	1.01

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

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3784373	4098618	0.92
fineweb_q01/duckdb:vortex-compact	106856541	110192498	0.97
fineweb_q02/duckdb:vortex-compact	108337192	107362806	1.01
fineweb_q03/duckdb:vortex-compact	859252461	858268788	1.00
fineweb_q04/duckdb:vortex-compact	897918102	901297491	1.00
fineweb_q05/duckdb:vortex-compact	804258575	818236412	0.98
fineweb_q06/duckdb:vortex-compact	454671065	461451428	0.99
fineweb_q07/duckdb:vortex-compact	478666172	479660440	1.00
fineweb_q08/duckdb:vortex-compact	22615207	20918249	1.08

duckdb / parquet (1.009x ➖, 0↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	30145291	31509844	0.96
fineweb_q01/duckdb:parquet	82663181	82191426	1.01
fineweb_q02/duckdb:parquet	83233611	83049048	1.00
fineweb_q03/duckdb:parquet	307951411	310001613	0.99
fineweb_q04/duckdb:parquet	440699493	438683126	1.00
fineweb_q05/duckdb:parquet	409564412	411075453	1.00
fineweb_q06/duckdb:parquet	196769333	196711053	1.00
fineweb_q07/duckdb:parquet	207583813	207643158	1.00
fineweb_q08/duckdb:parquet 🚨	32633235	28910941	1.13

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+1.7%	-2.1%	+3.8%	+55.4%	➖ noise
0	datafusion:vortex-file-compressed	-3.4%	-2.1%	-1.4%	+55.3%	➖ noise
0	duckdb:vortex-compact	-7.7%	-2.1%	-5.7%	+130.6%	➖ noise
0	duckdb:vortex-file-compressed	+4.8%	-2.1%	+7.1%	+86.7%	➖ noise
1	datafusion:vortex-compact	+0.4%	-2.4%	+2.9%	+11.8%	➖ noise
1	datafusion:vortex-file-compressed	+16.1%	-2.4%	+19.0%	+23.5%	➖ noise
1	duckdb:vortex-compact	-3.0%	-2.4%	-0.6%	+18.4%	➖ noise
1	duckdb:vortex-file-compressed	-4.4%	-2.4%	-2.0%	+59.0%	➖ noise
2	datafusion:vortex-compact	-0.2%	-1.8%	+1.6%	+13.6%	➖ noise
2	datafusion:vortex-file-compressed	-2.6%	-1.8%	-0.9%	+20.2%	➖ noise
2	duckdb:vortex-compact	+0.9%	-1.8%	+2.7%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-4.5%	-1.8%	-2.8%	+22.2%	➖ noise
3	datafusion:vortex-compact	-0.4%	+1.1%	-1.4%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+11.1%	+1.1%	+9.9%	+45.7%	➖ noise
3	duckdb:vortex-compact	+0.1%	+1.1%	-1.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+11.3%	+1.1%	+10.1%	+34.5%	➖ noise
4	datafusion:vortex-compact	+0.8%	-0.2%	+1.0%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.4%	-0.2%	+2.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.4%	-0.2%	-0.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.0%	-0.2%	+2.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	+2.2%	-0.5%	+2.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.4%	-0.5%	+0.9%	+10.0%	➖ noise
5	duckdb:vortex-compact	-1.7%	-0.5%	-1.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.4%	-0.5%	-0.9%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.9%	-2.5%	+0.6%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.0%	-2.5%	-0.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.5%	-2.5%	+1.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.6%	-2.5%	+1.9%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.8%	-0.1%	-1.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.7%	-0.1%	-1.5%	+27.9%	➖ noise
7	duckdb:vortex-compact	-0.2%	-0.1%	-0.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.7%	-0.1%	-3.5%	+12.4%	➖ noise
8	datafusion:vortex-compact	+1.2%	+6.1%	-4.6%	+12.8%	➖ noise
8	datafusion:vortex-file-compressed	-12.6%	+6.1%	-17.7%	+17.0%	✅ faster
8	duckdb:vortex-compact	+8.1%	+6.1%	+1.9%	+21.5%	➖ noise
8	duckdb:vortex-file-compressed	+0.8%	+6.1%	-5.0%	+10.0%	➖ noise

github-actions · 2026-05-07T10:18:46Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-05-07T10:19:08Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.4%
Vortex (geomean): 0.866x ✅
Parquet (geomean): 0.886x ✅
Shifts: Parquet (control) -11.4% · Median polish -12.8%

datafusion / vortex-file-compressed (0.856x ✅, 20↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	50141100	55420292	0.90
tpch_q02/datafusion:vortex-file-compressed 🚀	21477881	24613980	0.87
tpch_q03/datafusion:vortex-file-compressed 🚀	27627689	32466751	0.85
tpch_q04/datafusion:vortex-file-compressed 🚀	20304314	23388320	0.87
tpch_q05/datafusion:vortex-file-compressed 🚀	48511481	58272735	0.83
tpch_q06/datafusion:vortex-file-compressed	12944888	14191106	0.91
tpch_q07/datafusion:vortex-file-compressed 🚀	53542746	66237477	0.81
tpch_q08/datafusion:vortex-file-compressed 🚀	39209646	46290556	0.85
tpch_q09/datafusion:vortex-file-compressed 🚀	49978278	59480088	0.84
tpch_q10/datafusion:vortex-file-compressed 🚀	38729492	46613632	0.83
tpch_q11/datafusion:vortex-file-compressed 🚀	15363751	18657371	0.82
tpch_q12/datafusion:vortex-file-compressed 🚀	24987563	28842239	0.87
tpch_q13/datafusion:vortex-file-compressed 🚀	24240434	28990339	0.84
tpch_q14/datafusion:vortex-file-compressed 🚀	17259317	20471306	0.84
tpch_q15/datafusion:vortex-file-compressed 🚀	25660524	29842948	0.86
tpch_q16/datafusion:vortex-file-compressed 🚀	19363736	22229467	0.87
tpch_q17/datafusion:vortex-file-compressed 🚀	63660476	79998302	0.80
tpch_q18/datafusion:vortex-file-compressed 🚀	79511628	93173766	0.85
tpch_q19/datafusion:vortex-file-compressed 🚀	22833873	25649224	0.89
tpch_q20/datafusion:vortex-file-compressed 🚀	30584727	34069126	0.90
tpch_q21/datafusion:vortex-file-compressed 🚀	70948496	82634492	0.86
tpch_q22/datafusion:vortex-file-compressed 🚀	12121085	13731544	0.88

datafusion / vortex-compact (0.886x ✅, 18↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	58487145	62764996	0.93
tpch_q02/datafusion:vortex-compact 🚀	24684227	27462127	0.90
tpch_q03/datafusion:vortex-compact 🚀	29473318	33304161	0.88
tpch_q04/datafusion:vortex-compact 🚀	23336844	26227697	0.89
tpch_q05/datafusion:vortex-compact 🚀	50674300	58976681	0.86
tpch_q06/datafusion:vortex-compact	14696463	15851445	0.93
tpch_q07/datafusion:vortex-compact 🚀	58849517	67592871	0.87
tpch_q08/datafusion:vortex-compact 🚀	42969416	49413589	0.87
tpch_q09/datafusion:vortex-compact 🚀	56162547	63290793	0.89
tpch_q10/datafusion:vortex-compact 🚀	47347472	52871613	0.90
tpch_q11/datafusion:vortex-compact 🚀	16195009	18929647	0.86
tpch_q12/datafusion:vortex-compact 🚀	32093069	36344195	0.88
tpch_q13/datafusion:vortex-compact 🚀	30710894	34790025	0.88
tpch_q14/datafusion:vortex-compact 🚀	19801557	22169380	0.89
tpch_q15/datafusion:vortex-compact 🚀	31875512	35853327	0.89
tpch_q16/datafusion:vortex-compact 🚀	23097236	26024243	0.89
tpch_q17/datafusion:vortex-compact	69101132	76400835	0.90
tpch_q18/datafusion:vortex-compact 🚀	83365301	93957982	0.89
tpch_q19/datafusion:vortex-compact	31009367	32785688	0.95
tpch_q20/datafusion:vortex-compact 🚀	33939709	39780385	0.85
tpch_q21/datafusion:vortex-compact 🚀	78695280	91177918	0.86
tpch_q22/datafusion:vortex-compact 🚀	12600250	14847846	0.85

datafusion / parquet (0.857x ✅, 18↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	91335533	140905780	0.65
tpch_q02/datafusion:parquet 🚀	59600666	69313314	0.86
tpch_q03/datafusion:parquet 🚀	68269427	79638122	0.86
tpch_q04/datafusion:parquet 🚀	42639334	47458651	0.90
tpch_q05/datafusion:parquet 🚀	90721717	103652591	0.88
tpch_q06/datafusion:parquet 🚀	39554242	44747529	0.88
tpch_q07/datafusion:parquet 🚀	105510064	119441030	0.88
tpch_q08/datafusion:parquet	93380920	100361025	0.93
tpch_q09/datafusion:parquet 🚀	129853924	145278383	0.89
tpch_q10/datafusion:parquet	110720206	122051372	0.91
tpch_q11/datafusion:parquet 🚀	40586940	46344706	0.88
tpch_q12/datafusion:parquet 🚀	78589747	90121375	0.87
tpch_q13/datafusion:parquet 🚀	194781405	218646983	0.89
tpch_q14/datafusion:parquet 🚀	40169149	51985148	0.77
tpch_q15/datafusion:parquet 🚀	57515280	66482930	0.87
tpch_q16/datafusion:parquet 🚀	39899135	49352812	0.81
tpch_q17/datafusion:parquet 🚀	121732737	177079279	0.69
tpch_q18/datafusion:parquet 🚀	160382736	183226016	0.88
tpch_q19/datafusion:parquet	76621447	80520776	0.95
tpch_q20/datafusion:parquet 🚀	66984256	75253898	0.89
tpch_q21/datafusion:parquet 🚀	130732284	145636541	0.90
tpch_q22/datafusion:parquet	30575269	33914136	0.90

datafusion / arrow (0.852x ✅, 16↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	51114434	57892702	0.88
tpch_q02/datafusion:arrow	18402912	19695731	0.93
tpch_q03/datafusion:arrow 🚀	28677243	34615692	0.83
tpch_q04/datafusion:arrow 🚀	24683211	30005693	0.82
tpch_q05/datafusion:arrow	81897344	81881218	1.00
tpch_q06/datafusion:arrow	20677463	22667580	0.91
tpch_q07/datafusion:arrow 🚀	100301513	113138284	0.89
tpch_q08/datafusion:arrow 🚀	41070728	53141857	0.77
tpch_q09/datafusion:arrow 🚀	62176359	82819873	0.75
tpch_q10/datafusion:arrow 🚀	45142588	54827213	0.82
tpch_q11/datafusion:arrow 🚀	8791969	9831642	0.89
tpch_q12/datafusion:arrow 🚀	49559711	60275068	0.82
tpch_q13/datafusion:arrow	46395886	49415343	0.94
tpch_q14/datafusion:arrow 🚀	21246994	25507617	0.83
tpch_q15/datafusion:arrow 🚀	42340510	51925226	0.82
tpch_q16/datafusion:arrow	18941625	20978975	0.90
tpch_q17/datafusion:arrow 🚀	66687878	84816613	0.79
tpch_q18/datafusion:arrow 🚀	132652687	156494204	0.85
tpch_q19/datafusion:arrow 🚀	35241799	45448944	0.78
tpch_q20/datafusion:arrow 🚀	34247575	41402776	0.83
tpch_q21/datafusion:arrow 🚀	144111871	174695313	0.82
tpch_q22/datafusion:arrow	17332877	18981293	0.91

duckdb / vortex-file-compressed (0.841x ✅, 21↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	30987438	34170214	0.91
tpch_q02/duckdb:vortex-file-compressed 🚀	23469126	28319493	0.83
tpch_q03/duckdb:vortex-file-compressed 🚀	28577852	34358590	0.83
tpch_q04/duckdb:vortex-file-compressed 🚀	28845006	33937877	0.85
tpch_q05/duckdb:vortex-file-compressed 🚀	32227148	37244595	0.87
tpch_q06/duckdb:vortex-file-compressed 🚀	10207902	11699187	0.87
tpch_q07/duckdb:vortex-file-compressed 🚀	35926997	42028063	0.85
tpch_q08/duckdb:vortex-file-compressed 🚀	37780395	43654533	0.87
tpch_q09/duckdb:vortex-file-compressed 🚀	72228192	87789055	0.82
tpch_q10/duckdb:vortex-file-compressed 🚀	33548338	38506886	0.87
tpch_q11/duckdb:vortex-file-compressed 🚀	14378358	16883016	0.85
tpch_q12/duckdb:vortex-file-compressed 🚀	21198495	24556100	0.86
tpch_q13/duckdb:vortex-file-compressed 🚀	34335248	41026051	0.84
tpch_q14/duckdb:vortex-file-compressed 🚀	20202071	25423047	0.79
tpch_q15/duckdb:vortex-file-compressed 🚀	16236301	19793085	0.82
tpch_q16/duckdb:vortex-file-compressed 🚀	27688189	33301671	0.83
tpch_q17/duckdb:vortex-file-compressed 🚀	25299058	29187934	0.87
tpch_q18/duckdb:vortex-file-compressed 🚀	48438726	55681579	0.87
tpch_q19/duckdb:vortex-file-compressed 🚀	28794021	36507867	0.79
tpch_q20/duckdb:vortex-file-compressed 🚀	33266187	40100471	0.83
tpch_q21/duckdb:vortex-file-compressed 🚀	103899744	131732766	0.79
tpch_q22/duckdb:vortex-file-compressed 🚀	16992204	21096378	0.81

duckdb / vortex-compact (0.879x ✅, 15↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	37912528	41185497	0.92
tpch_q02/duckdb:vortex-compact 🚀	36201290	42073672	0.86
tpch_q03/duckdb:vortex-compact 🚀	31250901	36898596	0.85
tpch_q04/duckdb:vortex-compact 🚀	34836872	38716894	0.90
tpch_q05/duckdb:vortex-compact 🚀	37002238	41375381	0.89
tpch_q06/duckdb:vortex-compact	14653364	16136343	0.91
tpch_q07/duckdb:vortex-compact 🚀	41769328	47050018	0.89
tpch_q08/duckdb:vortex-compact	44897771	48956810	0.92
tpch_q09/duckdb:vortex-compact 🚀	82406430	99833988	0.83
tpch_q10/duckdb:vortex-compact 🚀	38431788	45008660	0.85
tpch_q11/duckdb:vortex-compact 🚀	18872668	21144710	0.89
tpch_q12/duckdb:vortex-compact	34650454	38474609	0.90
tpch_q13/duckdb:vortex-compact 🚀	44130082	50999161	0.87
tpch_q14/duckdb:vortex-compact	29160833	31994217	0.91
tpch_q15/duckdb:vortex-compact 🚀	18953067	21534063	0.88
tpch_q16/duckdb:vortex-compact	34691493	37829575	0.92
tpch_q17/duckdb:vortex-compact 🚀	29367858	33782330	0.87
tpch_q18/duckdb:vortex-compact	50210505	55530134	0.90
tpch_q19/duckdb:vortex-compact 🚀	33758579	40335568	0.84
tpch_q20/duckdb:vortex-compact 🚀	41422100	46867007	0.88
tpch_q21/duckdb:vortex-compact 🚀	109099840	134332815	0.81
tpch_q22/duckdb:vortex-compact 🚀	20039620	23134237	0.87

duckdb / parquet (0.916x ➖, 7↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	76492288	90438159	0.85
tpch_q02/duckdb:parquet	38471085	41890263	0.92
tpch_q03/duckdb:parquet	68882137	74165270	0.93
tpch_q04/duckdb:parquet	46639083	51453552	0.91
tpch_q05/duckdb:parquet	74481768	70706687	1.05
tpch_q06/duckdb:parquet	20674631	21996005	0.94
tpch_q07/duckdb:parquet	75047658	82490139	0.91
tpch_q08/duckdb:parquet 🚀	84520622	100907209	0.84
tpch_q09/duckdb:parquet	154684008	160365813	0.96
tpch_q10/duckdb:parquet	122843017	133526680	0.92
tpch_q11/duckdb:parquet 🚀	20850516	23617910	0.88
tpch_q12/duckdb:parquet	45096414	47811718	0.94
tpch_q13/duckdb:parquet 🚀	250775308	294877694	0.85
tpch_q14/duckdb:parquet	50061130	52911751	0.95
tpch_q15/duckdb:parquet	26180351	25829388	1.01
tpch_q16/duckdb:parquet 🚀	55398298	61680015	0.90
tpch_q17/duckdb:parquet	50135230	53374086	0.94
tpch_q18/duckdb:parquet	112744282	118690334	0.95
tpch_q19/duckdb:parquet 🚀	67465084	76439365	0.88
tpch_q20/duckdb:parquet	62599648	65987987	0.95
tpch_q21/duckdb:parquet 🚀	159517725	200522257	0.80
tpch_q22/duckdb:parquet	51632044	55836761	0.92

duckdb / duckdb (0.875x ✅, 13↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15952881	17562255	0.91
tpch_q02/duckdb:duckdb 🚀	11864708	14738189	0.81
tpch_q03/duckdb:duckdb 🚀	18580527	22076571	0.84
tpch_q04/duckdb:duckdb	19478208	20730285	0.94
tpch_q05/duckdb:duckdb	20243566	22315476	0.91
tpch_q06/duckdb:duckdb	5387856	5744100	0.94
tpch_q07/duckdb:duckdb 🚀	22032539	26424499	0.83
tpch_q08/duckdb:duckdb	21046947	23209296	0.91
tpch_q09/duckdb:duckdb 🚀	54082224	67206828	0.80
tpch_q10/duckdb:duckdb	44242503	48724874	0.91
tpch_q11/duckdb:duckdb 🚀	5882534	7114298	0.83
tpch_q12/duckdb:duckdb 🚀	13804812	16462642	0.84
tpch_q13/duckdb:duckdb 🚀	37117991	42703852	0.87
tpch_q14/duckdb:duckdb 🚀	16473880	19264182	0.86
tpch_q15/duckdb:duckdb	11994169	12749155	0.94
tpch_q16/duckdb:duckdb 🚀	23257738	26914600	0.86
tpch_q17/duckdb:duckdb 🚀	13601895	15959552	0.85
tpch_q18/duckdb:duckdb	38948384	41757473	0.93
tpch_q19/duckdb:duckdb 🚀	28101145	31498641	0.89
tpch_q20/duckdb:duckdb 🚀	22300804	25424894	0.88
tpch_q21/duckdb:duckdb 🚀	55407703	67904002	0.82
tpch_q22/duckdb:duckdb	24861069	27109775	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-11.7%	-26.0%	+19.2%	+20.8%	➖ noise
1	datafusion:vortex-compact	-6.8%	-26.0%	+25.9%	+18.9%	🚨 regression
1	datafusion:vortex-file-compressed	-9.5%	-26.0%	+22.2%	+19.3%	🚨 regression
1	duckdb:duckdb	-9.2%	-26.0%	+22.7%	+18.4%	🚨 regression
1	duckdb:vortex-compact	-7.9%	-26.0%	+24.3%	+18.4%	🚨 regression
1	duckdb:vortex-file-compressed	-9.3%	-26.0%	+22.5%	+20.4%	🚨 regression
2	datafusion:arrow	-6.6%	-11.1%	+5.1%	+15.5%	➖ noise
2	datafusion:vortex-compact	-10.1%	-11.1%	+1.1%	+15.5%	➖ noise
2	datafusion:vortex-file-compressed	-12.7%	-11.1%	-1.8%	+15.5%	➖ noise
2	duckdb:duckdb	-19.5%	-11.1%	-9.4%	+15.5%	➖ noise
2	duckdb:vortex-compact	-14.0%	-11.1%	-3.2%	+15.5%	➖ noise
2	duckdb:vortex-file-compressed	-17.1%	-11.1%	-6.7%	+15.5%	➖ noise
3	datafusion:arrow	-17.2%	-10.8%	-7.2%	+15.5%	➖ noise
3	datafusion:vortex-compact	-11.5%	-10.8%	-0.8%	+15.5%	➖ noise
3	datafusion:vortex-file-compressed	-14.9%	-10.8%	-4.6%	+15.5%	➖ noise
3	duckdb:duckdb	-15.8%	-10.8%	-5.7%	+15.5%	➖ noise
3	duckdb:vortex-compact	-15.3%	-10.8%	-5.1%	+15.5%	➖ noise
3	duckdb:vortex-file-compressed	-16.8%	-10.8%	-6.8%	+15.5%	➖ noise
4	datafusion:arrow	-17.7%	-9.8%	-8.8%	+15.5%	➖ noise
4	datafusion:vortex-compact	-11.0%	-9.8%	-1.4%	+15.5%	➖ noise
4	datafusion:vortex-file-compressed	-13.2%	-9.8%	-3.8%	+15.5%	➖ noise
4	duckdb:duckdb	-6.0%	-9.8%	+4.1%	+15.5%	➖ noise
4	duckdb:vortex-compact	-10.0%	-9.8%	-0.3%	+15.5%	➖ noise
4	duckdb:vortex-file-compressed	-15.0%	-9.8%	-5.8%	+15.5%	➖ noise
5	datafusion:arrow	+0.0%	-4.0%	+4.2%	+15.5%	➖ noise
5	datafusion:vortex-compact	-14.1%	-4.0%	-10.5%	+15.5%	➖ noise
5	datafusion:vortex-file-compressed	-16.8%	-4.0%	-13.3%	+15.5%	➖ noise
5	duckdb:duckdb	-9.3%	-4.0%	-5.5%	+15.5%	➖ noise
5	duckdb:vortex-compact	-10.6%	-4.0%	-6.9%	+15.5%	➖ noise
5	duckdb:vortex-file-compressed	-13.5%	-4.0%	-9.9%	+15.5%	➖ noise
6	datafusion:arrow	-8.8%	-8.8%	+0.1%	+15.5%	➖ noise
6	datafusion:vortex-compact	-7.3%	-8.8%	+1.7%	+15.9%	➖ noise
6	datafusion:vortex-file-compressed	-8.8%	-8.8%	+0.1%	+16.1%	➖ noise
6	duckdb:duckdb	-6.2%	-8.8%	+2.9%	+17.5%	➖ noise
6	duckdb:vortex-compact	-9.2%	-8.8%	-0.4%	+16.3%	➖ noise
6	duckdb:vortex-file-compressed	-12.7%	-8.8%	-4.3%	+16.3%	➖ noise
7	datafusion:arrow	-11.3%	-10.4%	-1.1%	+15.5%	➖ noise
7	datafusion:vortex-compact	-12.9%	-10.4%	-2.9%	+15.5%	➖ noise
7	datafusion:vortex-file-compressed	-19.2%	-10.4%	-9.8%	+15.5%	➖ noise
7	duckdb:duckdb	-16.6%	-10.4%	-7.0%	+15.5%	➖ noise
7	duckdb:vortex-compact	-11.2%	-10.4%	-1.0%	+15.5%	➖ noise
7	duckdb:vortex-file-compressed	-14.5%	-10.4%	-4.6%	+15.5%	➖ noise
8	datafusion:arrow	-22.7%	-11.7%	-12.5%	+15.5%	➖ noise
8	datafusion:vortex-compact	-13.0%	-11.7%	-1.5%	+15.5%	➖ noise
8	datafusion:vortex-file-compressed	-15.3%	-11.7%	-4.1%	+15.5%	➖ noise
8	duckdb:duckdb	-9.3%	-11.7%	+2.7%	+15.5%	➖ noise
8	duckdb:vortex-compact	-8.3%	-11.7%	+3.9%	+15.5%	➖ noise
8	duckdb:vortex-file-compressed	-13.5%	-11.7%	-2.0%	+15.5%	➖ noise
9	datafusion:arrow	-24.9%	-7.1%	-19.1%	+15.5%	✅ faster
9	datafusion:vortex-compact	-11.3%	-7.1%	-4.4%	+15.5%	➖ noise
9	datafusion:vortex-file-compressed	-16.0%	-7.1%	-9.5%	+15.5%	➖ noise
9	duckdb:duckdb	-19.5%	-7.1%	-13.3%	+15.5%	➖ noise
9	duckdb:vortex-compact	-17.5%	-7.1%	-11.1%	+15.5%	➖ noise
9	duckdb:vortex-file-compressed	-17.7%	-7.1%	-11.4%	+15.5%	➖ noise
10	datafusion:arrow	-17.7%	-8.6%	-9.9%	+15.5%	➖ noise
10	datafusion:vortex-compact	-10.4%	-8.6%	-2.0%	+15.5%	➖ noise
10	datafusion:vortex-file-compressed	-16.9%	-8.6%	-9.1%	+15.5%	➖ noise
10	duckdb:duckdb	-9.2%	-8.6%	-0.6%	+15.5%	➖ noise
10	duckdb:vortex-compact	-14.6%	-8.6%	-6.5%	+15.5%	➖ noise
10	duckdb:vortex-file-compressed	-12.9%	-8.6%	-4.6%	+15.5%	➖ noise
11	datafusion:arrow	-10.6%	-12.1%	+1.7%	+15.5%	➖ noise
11	datafusion:vortex-compact	-14.4%	-12.1%	-2.7%	+15.5%	➖ noise
11	datafusion:vortex-file-compressed	-17.7%	-12.1%	-6.3%	+15.5%	➖ noise
11	duckdb:duckdb	-17.3%	-12.1%	-6.0%	+15.5%	➖ noise
11	duckdb:vortex-compact	-10.7%	-12.1%	+1.5%	+15.5%	➖ noise
11	duckdb:vortex-file-compressed	-14.8%	-12.1%	-3.1%	+15.5%	➖ noise
12	datafusion:arrow	-17.8%	-9.3%	-9.3%	+18.8%	➖ noise
12	datafusion:vortex-compact	-11.7%	-9.3%	-2.6%	+15.5%	➖ noise
12	datafusion:vortex-file-compressed	-13.4%	-9.3%	-4.5%	+15.5%	➖ noise
12	duckdb:duckdb	-16.1%	-9.3%	-7.5%	+15.5%	➖ noise
12	duckdb:vortex-compact	-9.9%	-9.3%	-0.7%	+15.5%	➖ noise
12	duckdb:vortex-file-compressed	-13.7%	-9.3%	-4.8%	+15.5%	➖ noise
13	datafusion:arrow	-6.1%	-13.0%	+7.9%	+16.1%	➖ noise
13	datafusion:vortex-compact	-11.7%	-13.0%	+1.4%	+15.5%	➖ noise
13	datafusion:vortex-file-compressed	-16.4%	-13.0%	-3.9%	+15.5%	➖ noise
13	duckdb:duckdb	-13.1%	-13.0%	-0.1%	+15.5%	➖ noise
13	duckdb:vortex-compact	-13.5%	-13.0%	-0.6%	+15.5%	➖ noise
13	duckdb:vortex-file-compressed	-16.3%	-13.0%	-3.8%	+15.5%	➖ noise
14	datafusion:arrow	-16.7%	-14.5%	-2.6%	+15.5%	➖ noise
14	datafusion:vortex-compact	-10.7%	-14.5%	+4.5%	+15.5%	➖ noise
14	datafusion:vortex-file-compressed	-15.7%	-14.5%	-1.4%	+15.5%	➖ noise
14	duckdb:duckdb	-14.5%	-14.5%	+0.0%	+15.5%	➖ noise
14	duckdb:vortex-compact	-8.9%	-14.5%	+6.6%	+15.5%	➖ noise
14	duckdb:vortex-file-compressed	-20.5%	-14.5%	-7.1%	+15.9%	➖ noise
15	datafusion:arrow	-18.5%	-6.4%	-12.9%	+15.5%	➖ noise
15	datafusion:vortex-compact	-11.1%	-6.4%	-5.1%	+15.5%	➖ noise
15	datafusion:vortex-file-compressed	-14.0%	-6.4%	-8.2%	+15.5%	➖ noise
15	duckdb:duckdb	-5.9%	-6.4%	+0.5%	+15.5%	➖ noise
15	duckdb:vortex-compact	-12.0%	-6.4%	-6.0%	+15.5%	➖ noise
15	duckdb:vortex-file-compressed	-18.0%	-6.4%	-12.4%	+15.5%	➖ noise
16	datafusion:arrow	-9.7%	-14.8%	+6.0%	+15.5%	➖ noise
16	datafusion:vortex-compact	-11.2%	-14.8%	+4.2%	+15.5%	➖ noise
16	datafusion:vortex-file-compressed	-12.9%	-14.8%	+2.2%	+15.5%	➖ noise
16	duckdb:duckdb	-13.6%	-14.8%	+1.4%	+15.5%	➖ noise
16	duckdb:vortex-compact	-8.3%	-14.8%	+7.6%	+15.5%	➖ noise
16	duckdb:vortex-file-compressed	-16.9%	-14.8%	-2.4%	+15.5%	➖ noise
17	datafusion:arrow	-21.4%	-19.6%	-2.2%	+15.5%	➖ noise
17	datafusion:vortex-compact	-9.6%	-19.6%	+12.6%	+15.5%	➖ noise
17	datafusion:vortex-file-compressed	-20.4%	-19.6%	-1.0%	+15.5%	➖ noise
17	duckdb:duckdb	-14.8%	-19.6%	+6.1%	+15.5%	➖ noise
17	duckdb:vortex-compact	-13.1%	-19.6%	+8.2%	+15.5%	➖ noise
17	duckdb:vortex-file-compressed	-13.3%	-19.6%	+7.9%	+15.5%	➖ noise
18	datafusion:arrow	-15.2%	-8.8%	-7.0%	+15.5%	➖ noise
18	datafusion:vortex-compact	-11.3%	-8.8%	-2.7%	+15.5%	➖ noise
18	datafusion:vortex-file-compressed	-14.7%	-8.8%	-6.4%	+15.5%	➖ noise
18	duckdb:duckdb	-6.7%	-8.8%	+2.3%	+15.5%	➖ noise
18	duckdb:vortex-compact	-9.6%	-8.8%	-0.8%	+15.5%	➖ noise
18	duckdb:vortex-file-compressed	-13.0%	-8.8%	-4.6%	+15.5%	➖ noise
19	datafusion:arrow	-22.5%	-8.4%	-15.4%	+15.5%	✅ faster
19	datafusion:vortex-compact	-5.4%	-8.4%	+3.2%	+15.5%	➖ noise
19	datafusion:vortex-file-compressed	-11.0%	-8.4%	-2.9%	+15.5%	➖ noise
19	duckdb:duckdb	-10.8%	-8.4%	-2.7%	+15.5%	➖ noise
19	duckdb:vortex-compact	-16.3%	-8.4%	-8.7%	+15.5%	➖ noise
19	duckdb:vortex-file-compressed	-21.1%	-8.4%	-13.9%	+15.5%	✅ faster
20	datafusion:arrow	-17.3%	-8.1%	-10.0%	+15.5%	➖ noise
20	datafusion:vortex-compact	-14.7%	-8.1%	-7.2%	+15.5%	➖ noise
20	datafusion:vortex-file-compressed	-10.2%	-8.1%	-2.3%	+15.5%	➖ noise
20	duckdb:duckdb	-12.3%	-8.1%	-4.5%	+15.5%	➖ noise
20	duckdb:vortex-compact	-11.6%	-8.1%	-3.8%	+15.5%	➖ noise
20	duckdb:vortex-file-compressed	-17.0%	-8.1%	-9.7%	+15.5%	➖ noise
21	datafusion:arrow	-17.5%	-15.5%	-2.4%	+15.5%	➖ noise
21	datafusion:vortex-compact	-13.7%	-15.5%	+2.1%	+15.5%	➖ noise
21	datafusion:vortex-file-compressed	-14.1%	-15.5%	+1.6%	+15.5%	➖ noise
21	duckdb:duckdb	-18.4%	-15.5%	-3.4%	+15.5%	➖ noise
21	duckdb:vortex-compact	-18.8%	-15.5%	-3.9%	+15.5%	➖ noise
21	duckdb:vortex-file-compressed	-21.1%	-15.5%	-6.7%	+15.5%	➖ noise
22	datafusion:arrow	-8.7%	-8.7%	+0.0%	+15.5%	➖ noise
22	datafusion:vortex-compact	-15.1%	-8.7%	-7.1%	+15.5%	➖ noise
22	datafusion:vortex-file-compressed	-11.7%	-8.7%	-3.3%	+15.5%	➖ noise
22	duckdb:duckdb	-8.3%	-8.7%	+0.4%	+15.5%	➖ noise
22	duckdb:vortex-compact	-13.4%	-8.7%	-5.1%	+15.5%	➖ noise
22	duckdb:vortex-file-compressed	-19.5%	-8.7%	-11.8%	+15.5%	➖ noise

github-actions · 2026-05-07T10:19:11Z

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_99.vortex	100	vortex-file-compressed	147.26 MB	147.26 MB	-100.0%
lineitem_106.vortex	100	vortex-file-compressed	148.07 MB	148.07 MB	-100.0%
lineitem_54.vortex	100	vortex-file-compressed	149.12 MB	149.12 MB	-100.0%
lineitem_17.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_23.vortex	100	vortex-file-compressed	148.19 MB	148.19 MB	-100.0%
lineitem_115.vortex	100	vortex-file-compressed	147.64 MB	147.64 MB	-100.0%
orders_26.vortex	100	vortex-file-compressed	179.99 MB	179.99 MB	-100.0%
lineitem_91.vortex	100	vortex-file-compressed	148.27 MB	148.27 MB	-100.0%
lineitem_21.vortex	100	vortex-file-compressed	148.33 MB	148.33 MB	-100.0%
partsupp_18.vortex	100	vortex-file-compressed	191.38 MB	191.38 MB	-100.0%
part_5.vortex	100	vortex-file-compressed	28.38 MB	28.38 MB	-100.0%
lineitem_28.vortex	100	vortex-file-compressed	148.66 MB	148.66 MB	-100.0%
part_0.vortex	100	vortex-file-compressed	28.45 MB	28.45 MB	-100.0%
lineitem_34.vortex	100	vortex-file-compressed	148.93 MB	148.93 MB	-100.0%
orders_4.vortex	100	vortex-file-compressed	180.39 MB	180.39 MB	-100.0%
partsupp_11.vortex	100	vortex-file-compressed	191.43 MB	191.43 MB	-100.0%
lineitem_19.vortex	100	vortex-file-compressed	148.77 MB	148.77 MB	-100.0%
lineitem_12.vortex	100	vortex-file-compressed	148.19 MB	148.19 MB	-100.0%
partsupp_3.vortex	100	vortex-file-compressed	191.37 MB	191.37 MB	-100.0%
lineitem_67.vortex	100	vortex-file-compressed	148.84 MB	148.84 MB	-100.0%
nation_0.vortex	100	vortex-file-compressed	10.97 KB	10.97 KB	-100.0%
lineitem_56.vortex	100	vortex-file-compressed	147.73 MB	147.73 MB	-100.0%
lineitem_90.vortex	100	vortex-file-compressed	147.82 MB	147.82 MB	-100.0%
partsupp_10.vortex	100	vortex-file-compressed	191.59 MB	191.59 MB	-100.0%
lineitem_25.vortex	100	vortex-file-compressed	148.52 MB	148.52 MB	-100.0%
lineitem_60.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
orders_16.vortex	100	vortex-file-compressed	179.88 MB	179.88 MB	-100.0%
lineitem_44.vortex	100	vortex-file-compressed	147.91 MB	147.91 MB	-100.0%
lineitem_108.vortex	100	vortex-file-compressed	147.29 MB	147.29 MB	-100.0%
lineitem_88.vortex	100	vortex-file-compressed	148.71 MB	148.71 MB	-100.0%
lineitem_69.vortex	100	vortex-file-compressed	148.10 MB	148.10 MB	-100.0%
lineitem_72.vortex	100	vortex-file-compressed	147.99 MB	147.99 MB	-100.0%
orders_14.vortex	100	vortex-file-compressed	180.18 MB	180.18 MB	-100.0%
partsupp_8.vortex	100	vortex-file-compressed	191.49 MB	191.49 MB	-100.0%
lineitem_24.vortex	100	vortex-file-compressed	147.50 MB	147.50 MB	-100.0%
part_2.vortex	100	vortex-file-compressed	28.46 MB	28.46 MB	-100.0%
lineitem_75.vortex	100	vortex-file-compressed	147.88 MB	147.88 MB	-100.0%
lineitem_43.vortex	100	vortex-file-compressed	147.84 MB	147.84 MB	-100.0%
part_10.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
lineitem_20.vortex	100	vortex-file-compressed	148.78 MB	148.78 MB	-100.0%
lineitem_96.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_109.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_0.vortex	100	vortex-file-compressed	148.68 MB	148.68 MB	-100.0%
lineitem_11.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
lineitem_7.vortex	100	vortex-file-compressed	147.86 MB	147.86 MB	-100.0%
lineitem_33.vortex	100	vortex-file-compressed	147.74 MB	147.74 MB	-100.0%
lineitem_86.vortex	100	vortex-file-compressed	147.62 MB	147.62 MB	-100.0%
part_9.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
lineitem_2.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
partsupp_7.vortex	100	vortex-file-compressed	191.61 MB	191.61 MB	-100.0%
lineitem_47.vortex	100	vortex-file-compressed	148.26 MB	148.26 MB	-100.0%
orders_25.vortex	100	vortex-file-compressed	179.82 MB	179.82 MB	-100.0%
orders_2.vortex	100	vortex-file-compressed	180.35 MB	180.35 MB	-100.0%
lineitem_79.vortex	100	vortex-file-compressed	148.43 MB	148.43 MB	-100.0%
lineitem_101.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
orders_7.vortex	100	vortex-file-compressed	180.12 MB	180.12 MB	-100.0%
lineitem_94.vortex	100	vortex-file-compressed	148.40 MB	148.40 MB	-100.0%
lineitem_42.vortex	100	vortex-file-compressed	148.38 MB	148.38 MB	-100.0%
lineitem_14.vortex	100	vortex-file-compressed	147.79 MB	147.79 MB	-100.0%
lineitem_107.vortex	100	vortex-file-compressed	148.04 MB	148.04 MB	-100.0%
orders_1.vortex	100	vortex-file-compressed	179.92 MB	179.92 MB	-100.0%
lineitem_119.vortex	100	vortex-file-compressed	148.33 MB	148.33 MB	-100.0%
lineitem_68.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
customer_3.vortex	100	vortex-file-compressed	261.80 MB	261.80 MB	-100.0%
lineitem_104.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
lineitem_4.vortex	100	vortex-file-compressed	147.27 MB	147.27 MB	-100.0%
lineitem_41.vortex	100	vortex-file-compressed	146.66 MB	146.66 MB	-100.0%
lineitem_27.vortex	100	vortex-file-compressed	148.45 MB	148.45 MB	-100.0%
lineitem_62.vortex	100	vortex-file-compressed	146.94 MB	146.94 MB	-100.0%
lineitem_66.vortex	100	vortex-file-compressed	148.09 MB	148.09 MB	-100.0%
orders_9.vortex	100	vortex-file-compressed	180.11 MB	180.11 MB	-100.0%
part_6.vortex	100	vortex-file-compressed	28.44 MB	28.44 MB	-100.0%
part_18.vortex	100	vortex-file-compressed	28.51 MB	28.51 MB	-100.0%
lineitem_81.vortex	100	vortex-file-compressed	147.75 MB	147.75 MB	-100.0%
orders_3.vortex	100	vortex-file-compressed	180.12 MB	180.12 MB	-100.0%
lineitem_59.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
lineitem_105.vortex	100	vortex-file-compressed	147.47 MB	147.47 MB	-100.0%
orders_18.vortex	100	vortex-file-compressed	180.45 MB	180.45 MB	-100.0%
lineitem_18.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
customer_0.vortex	100	vortex-file-compressed	261.80 MB	261.80 MB	-100.0%
lineitem_114.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_98.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
lineitem_53.vortex	100	vortex-file-compressed	148.23 MB	148.23 MB	-100.0%
lineitem_1.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
partsupp_15.vortex	100	vortex-file-compressed	191.52 MB	191.52 MB	-100.0%
partsupp_16.vortex	100	vortex-file-compressed	191.25 MB	191.25 MB	-100.0%
lineitem_120.vortex	100	vortex-file-compressed	147.10 MB	147.10 MB	-100.0%
lineitem_49.vortex	100	vortex-file-compressed	148.47 MB	148.47 MB	-100.0%
part_14.vortex	100	vortex-file-compressed	28.46 MB	28.46 MB	-100.0%
part_15.vortex	100	vortex-file-compressed	28.48 MB	28.48 MB	-100.0%
lineitem_10.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_35.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
part_4.vortex	100	vortex-file-compressed	28.42 MB	28.42 MB	-100.0%
part_7.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
lineitem_9.vortex	100	vortex-file-compressed	148.87 MB	148.87 MB	-100.0%
orders_15.vortex	100	vortex-file-compressed	180.19 MB	180.19 MB	-100.0%
lineitem_39.vortex	100	vortex-file-compressed	147.38 MB	147.38 MB	-100.0%
lineitem_51.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
lineitem_100.vortex	100	vortex-file-compressed	148.11 MB	148.11 MB	-100.0%
partsupp_17.vortex	100	vortex-file-compressed	191.49 MB	191.49 MB	-100.0%
orders_22.vortex	100	vortex-file-compressed	180.04 MB	180.04 MB	-100.0%
supplier_0.vortex	100	vortex-file-compressed	66.71 MB	66.71 MB	-100.0%
lineitem_95.vortex	100	vortex-file-compressed	147.49 MB	147.49 MB	-100.0%
orders_24.vortex	100	vortex-file-compressed	179.56 MB	179.56 MB	-100.0%
partsupp_2.vortex	100	vortex-file-compressed	191.39 MB	191.39 MB	-100.0%
orders_6.vortex	100	vortex-file-compressed	179.80 MB	179.80 MB	-100.0%
part_3.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
lineitem_97.vortex	100	vortex-file-compressed	148.10 MB	148.10 MB	-100.0%
lineitem_77.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
lineitem_5.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_36.vortex	100	vortex-file-compressed	147.64 MB	147.64 MB	-100.0%
lineitem_113.vortex	100	vortex-file-compressed	147.56 MB	147.56 MB	-100.0%
lineitem_92.vortex	100	vortex-file-compressed	148.08 MB	148.08 MB	-100.0%
lineitem_6.vortex	100	vortex-file-compressed	147.90 MB	147.90 MB	-100.0%
lineitem_103.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
lineitem_61.vortex	100	vortex-file-compressed	147.73 MB	147.73 MB	-100.0%
lineitem_80.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
orders_13.vortex	100	vortex-file-compressed	179.83 MB	179.83 MB	-100.0%
partsupp_13.vortex	100	vortex-file-compressed	191.35 MB	191.35 MB	-100.0%
customer_2.vortex	100	vortex-file-compressed	261.69 MB	261.69 MB	-100.0%
orders_8.vortex	100	vortex-file-compressed	180.21 MB	180.21 MB	-100.0%
partsupp_5.vortex	100	vortex-file-compressed	191.41 MB	191.41 MB	-100.0%
duckdb.db	100	vortex-file-compressed	268.00 KB	268.00 KB	-100.0%
lineitem_74.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
part_12.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
partsupp_6.vortex	100	vortex-file-compressed	191.38 MB	191.38 MB	-100.0%
orders_17.vortex	100	vortex-file-compressed	180.01 MB	180.01 MB	-100.0%
lineitem_93.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
lineitem_76.vortex	100	vortex-file-compressed	147.35 MB	147.35 MB	-100.0%
lineitem_15.vortex	100	vortex-file-compressed	147.63 MB	147.63 MB	-100.0%
part_1.vortex	100	vortex-file-compressed	28.49 MB	28.49 MB	-100.0%
lineitem_112.vortex	100	vortex-file-compressed	147.42 MB	147.42 MB	-100.0%
lineitem_85.vortex	100	vortex-file-compressed	147.92 MB	147.92 MB	-100.0%
lineitem_3.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_16.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
region_0.vortex	100	vortex-file-compressed	6.13 KB	6.13 KB	-100.0%
lineitem_13.vortex	100	vortex-file-compressed	148.26 MB	148.26 MB	-100.0%
lineitem_31.vortex	100	vortex-file-compressed	148.50 MB	148.50 MB	-100.0%
lineitem_32.vortex	100	vortex-file-compressed	148.90 MB	148.90 MB	-100.0%
part_17.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
partsupp_1.vortex	100	vortex-file-compressed	191.69 MB	191.69 MB	-100.0%
lineitem_82.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
lineitem_118.vortex	100	vortex-file-compressed	147.83 MB	147.83 MB	-100.0%
lineitem_71.vortex	100	vortex-file-compressed	147.94 MB	147.94 MB	-100.0%
orders_27.vortex	100	vortex-file-compressed	179.78 MB	179.78 MB	-100.0%
lineitem_52.vortex	100	vortex-file-compressed	146.97 MB	146.97 MB	-100.0%
lineitem_111.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
lineitem_117.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
lineitem_70.vortex	100	vortex-file-compressed	147.89 MB	147.89 MB	-100.0%
lineitem_22.vortex	100	vortex-file-compressed	147.32 MB	147.32 MB	-100.0%
lineitem_45.vortex	100	vortex-file-compressed	146.88 MB	146.88 MB	-100.0%
partsupp_12.vortex	100	vortex-file-compressed	191.50 MB	191.50 MB	-100.0%
lineitem_38.vortex	100	vortex-file-compressed	149.09 MB	149.09 MB	-100.0%
lineitem_78.vortex	100	vortex-file-compressed	147.35 MB	147.35 MB	-100.0%
lineitem_83.vortex	100	vortex-file-compressed	148.68 MB	148.68 MB	-100.0%
lineitem_30.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_48.vortex	100	vortex-file-compressed	148.23 MB	148.23 MB	-100.0%
orders_0.vortex	100	vortex-file-compressed	180.00 MB	180.00 MB	-100.0%
partsupp_0.vortex	100	vortex-file-compressed	191.37 MB	191.37 MB	-100.0%
lineitem_8.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
orders_11.vortex	100	vortex-file-compressed	180.08 MB	180.08 MB	-100.0%
orders_23.vortex	100	vortex-file-compressed	179.94 MB	179.94 MB	-100.0%
partsupp_4.vortex	100	vortex-file-compressed	191.40 MB	191.40 MB	-100.0%
lineitem_55.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_29.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%
customer_1.vortex	100	vortex-file-compressed	261.77 MB	261.77 MB	-100.0%
lineitem_84.vortex	100	vortex-file-compressed	147.94 MB	147.94 MB	-100.0%
orders_20.vortex	100	vortex-file-compressed	179.85 MB	179.85 MB	-100.0%
partsupp_9.vortex	100	vortex-file-compressed	191.50 MB	191.50 MB	-100.0%
orders_21.vortex	100	vortex-file-compressed	179.89 MB	179.89 MB	-100.0%
lineitem_116.vortex	100	vortex-file-compressed	148.20 MB	148.20 MB	-100.0%
part_8.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
lineitem_58.vortex	100	vortex-file-compressed	148.72 MB	148.72 MB	-100.0%
lineitem_40.vortex	100	vortex-file-compressed	147.97 MB	147.97 MB	-100.0%
lineitem_50.vortex	100	vortex-file-compressed	148.88 MB	148.88 MB	-100.0%
part_13.vortex	100	vortex-file-compressed	28.44 MB	28.44 MB	-100.0%
orders_12.vortex	100	vortex-file-compressed	180.32 MB	180.32 MB	-100.0%
partsupp_14.vortex	100	vortex-file-compressed	191.62 MB	191.62 MB	-100.0%
orders_10.vortex	100	vortex-file-compressed	180.14 MB	180.14 MB	-100.0%
part_11.vortex	100	vortex-file-compressed	28.45 MB	28.45 MB	-100.0%
lineitem_110.vortex	100	vortex-file-compressed	148.41 MB	148.41 MB	-100.0%
lineitem_87.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_46.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
lineitem_64.vortex	100	vortex-file-compressed	147.72 MB	147.72 MB	-100.0%
orders_5.vortex	100	vortex-file-compressed	180.03 MB	180.03 MB	-100.0%
lineitem_57.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
orders_19.vortex	100	vortex-file-compressed	180.04 MB	180.04 MB	-100.0%
lineitem_89.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_63.vortex	100	vortex-file-compressed	148.65 MB	148.65 MB	-100.0%
lineitem_73.vortex	100	vortex-file-compressed	148.32 MB	148.32 MB	-100.0%
lineitem_26.vortex	100	vortex-file-compressed	148.11 MB	148.11 MB	-100.0%
part_16.vortex	100	vortex-file-compressed	28.42 MB	28.42 MB	-100.0%
lineitem_37.vortex	100	vortex-file-compressed	147.47 MB	147.47 MB	-100.0%
lineitem_65.vortex	100	vortex-file-compressed	147.57 MB	147.57 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 · 2026-05-07T10:21:27Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.6%
Vortex (geomean): 0.972x ➖
Parquet (geomean): 0.984x ➖
Shifts: Parquet (control) -1.6% · Median polish -2.2%

datafusion / vortex-file-compressed (0.964x ➖, 5↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	24461016	26184859	0.93
tpcds_q02/datafusion:vortex-file-compressed	46075801	47363066	0.97
tpcds_q03/datafusion:vortex-file-compressed	14640466	15380570	0.95
tpcds_q04/datafusion:vortex-file-compressed	250772794	252270791	0.99
tpcds_q05/datafusion:vortex-file-compressed	41739827	44567191	0.94
tpcds_q06/datafusion:vortex-file-compressed	58933147	61314628	0.96
tpcds_q07/datafusion:vortex-file-compressed	41348363	43484392	0.95
tpcds_q08/datafusion:vortex-file-compressed	28712691	29570475	0.97
tpcds_q09/datafusion:vortex-file-compressed	42685070	44255662	0.96
tpcds_q10/datafusion:vortex-file-compressed	38163038	39800500	0.96
tpcds_q11/datafusion:vortex-file-compressed	123770038	134352333	0.92
tpcds_q12/datafusion:vortex-file-compressed	20171372	21068444	0.96
tpcds_q13/datafusion:vortex-file-compressed	43796447	44642682	0.98
tpcds_q14/datafusion:vortex-file-compressed	169076866	170819696	0.99
tpcds_q15/datafusion:vortex-file-compressed	27477467	28563731	0.96
tpcds_q16/datafusion:vortex-file-compressed	29502200	29155338	1.01
tpcds_q17/datafusion:vortex-file-compressed	61738465	62511079	0.99
tpcds_q18/datafusion:vortex-file-compressed	68395914	71416772	0.96
tpcds_q19/datafusion:vortex-file-compressed	21348513	22355633	0.95
tpcds_q20/datafusion:vortex-file-compressed	21197216	21430841	0.99
tpcds_q21/datafusion:vortex-file-compressed	34895548	36041133	0.97
tpcds_q22/datafusion:vortex-file-compressed	114520176	121324985	0.94
tpcds_q23/datafusion:vortex-file-compressed	149767820	155080676	0.97
tpcds_q24/datafusion:vortex-file-compressed	85673849	85186085	1.01
tpcds_q25/datafusion:vortex-file-compressed	66985606	67090293	1.00
tpcds_q26/datafusion:vortex-file-compressed	33250441	34845137	0.95
tpcds_q27/datafusion:vortex-file-compressed	103420128	105264525	0.98
tpcds_q28/datafusion:vortex-file-compressed	41626616	41473317	1.00
tpcds_q29/datafusion:vortex-file-compressed	61190638	63571071	0.96
tpcds_q30/datafusion:vortex-file-compressed	23271520	23709233	0.98
tpcds_q31/datafusion:vortex-file-compressed	72380533	72998811	0.99
tpcds_q32/datafusion:vortex-file-compressed	19736301	20404640	0.97
tpcds_q33/datafusion:vortex-file-compressed	28625354	30459910	0.94
tpcds_q34/datafusion:vortex-file-compressed	23761942	24861511	0.96
tpcds_q35/datafusion:vortex-file-compressed	43776556	46343417	0.94
tpcds_q36/datafusion:vortex-file-compressed	56240192	59046052	0.95
tpcds_q37/datafusion:vortex-file-compressed	25113878	26394049	0.95
tpcds_q38/datafusion:vortex-file-compressed	43414599	43951455	0.99
tpcds_q39/datafusion:vortex-file-compressed	106254211	106337686	1.00
tpcds_q40/datafusion:vortex-file-compressed	32410716	33302288	0.97
tpcds_q41/datafusion:vortex-file-compressed	15253014	16021316	0.95
tpcds_q42/datafusion:vortex-file-compressed	13815376	14375778	0.96
tpcds_q43/datafusion:vortex-file-compressed	18839763	18952588	0.99
tpcds_q44/datafusion:vortex-file-compressed	31569424	31739030	0.99
tpcds_q45/datafusion:vortex-file-compressed	26754148	27730970	0.96
tpcds_q46/datafusion:vortex-file-compressed	33858702	34434837	0.98
tpcds_q47/datafusion:vortex-file-compressed	129458051	134377916	0.96
tpcds_q48/datafusion:vortex-file-compressed	41255884	39587364	1.04
tpcds_q49/datafusion:vortex-file-compressed	57250269	59481757	0.96
tpcds_q50/datafusion:vortex-file-compressed	39240489	39863455	0.98
tpcds_q51/datafusion:vortex-file-compressed	92179066	90441489	1.02
tpcds_q52/datafusion:vortex-file-compressed	15757640	14778182	1.07
tpcds_q53/datafusion:vortex-file-compressed	20819353	21225039	0.98
tpcds_q54/datafusion:vortex-file-compressed	34302875	35017087	0.98
tpcds_q55/datafusion:vortex-file-compressed	13494338	14087895	0.96
tpcds_q56/datafusion:vortex-file-compressed	30173285	30635804	0.98
tpcds_q57/datafusion:vortex-file-compressed	103939680	106006920	0.98
tpcds_q58/datafusion:vortex-file-compressed	52665485	54111782	0.97
tpcds_q59/datafusion:vortex-file-compressed	56331988	57328255	0.98
tpcds_q60/datafusion:vortex-file-compressed	28663294	30011972	0.96
tpcds_q61/datafusion:vortex-file-compressed	39675815	41405247	0.96
tpcds_q62/datafusion:vortex-file-compressed 🚨	26475165	22355613	1.18
tpcds_q63/datafusion:vortex-file-compressed	20692663	20904697	0.99
tpcds_q64/datafusion:vortex-file-compressed	409354164	419425398	0.98
tpcds_q65/datafusion:vortex-file-compressed	40398020	40543854	1.00
tpcds_q66/datafusion:vortex-file-compressed	72006463	73598310	0.98
tpcds_q67/datafusion:vortex-file-compressed	145146625	158788710	0.91
tpcds_q68/datafusion:vortex-file-compressed 🚀	31501355	35461742	0.89
tpcds_q69/datafusion:vortex-file-compressed 🚀	35181856	39412513	0.89
tpcds_q70/datafusion:vortex-file-compressed	85147587	91507754	0.93
tpcds_q71/datafusion:vortex-file-compressed	22156287	24187779	0.92
tpcds_q72/datafusion:vortex-file-compressed 🚀	2134994671	2545126305	0.84
tpcds_q73/datafusion:vortex-file-compressed	22740663	22612948	1.01
tpcds_q74/datafusion:vortex-file-compressed	79330998	85794339	0.92
tpcds_q75/datafusion:vortex-file-compressed	104568738	108266446	0.97
tpcds_q76/datafusion:vortex-file-compressed	23995860	24560544	0.98
tpcds_q77/datafusion:vortex-file-compressed	39689009	41221893	0.96
tpcds_q78/datafusion:vortex-file-compressed	121705468	127581766	0.95
tpcds_q79/datafusion:vortex-file-compressed	28420971	29113901	0.98
tpcds_q80/datafusion:vortex-file-compressed	91665398	99543403	0.92
tpcds_q81/datafusion:vortex-file-compressed	23355516	24455903	0.96
tpcds_q82/datafusion:vortex-file-compressed	25124966	26176525	0.96
tpcds_q83/datafusion:vortex-file-compressed	32885999	34698976	0.95
tpcds_q84/datafusion:vortex-file-compressed	12347119	12792457	0.97
tpcds_q85/datafusion:vortex-file-compressed	93843638	99960242	0.94
tpcds_q86/datafusion:vortex-file-compressed	17501747	18323783	0.96
tpcds_q87/datafusion:vortex-file-compressed	44122594	44171781	1.00
tpcds_q88/datafusion:vortex-file-compressed	54888103	59123600	0.93
tpcds_q89/datafusion:vortex-file-compressed	23968209	25220820	0.95
tpcds_q90/datafusion:vortex-file-compressed	14069652	15251941	0.92
tpcds_q91/datafusion:vortex-file-compressed	17732694	18698970	0.95
tpcds_q92/datafusion:vortex-file-compressed	17425449	18409434	0.95
tpcds_q93/datafusion:vortex-file-compressed	33996400	34433668	0.99
tpcds_q94/datafusion:vortex-file-compressed	22307841	23415869	0.95
tpcds_q95/datafusion:vortex-file-compressed	60805353	64503761	0.94
tpcds_q96/datafusion:vortex-file-compressed 🚀	13170389	14714025	0.90
tpcds_q97/datafusion:vortex-file-compressed	31648618	33924112	0.93
tpcds_q98/datafusion:vortex-file-compressed	24632959	25006660	0.99
tpcds_q99/datafusion:vortex-file-compressed 🚀	27964135	33117146	0.84

datafusion / vortex-compact (0.970x ➖, 2↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	25706835	25220702	1.02
tpcds_q02/datafusion:vortex-compact	52368862	54673276	0.96
tpcds_q03/datafusion:vortex-compact	19116848	19881843	0.96
tpcds_q04/datafusion:vortex-compact	283501915	305801533	0.93
tpcds_q05/datafusion:vortex-compact	46804747	48572009	0.96
tpcds_q06/datafusion:vortex-compact	60859910	61501804	0.99
tpcds_q07/datafusion:vortex-compact	52240352	54018031	0.97
tpcds_q08/datafusion:vortex-compact	35020301	35900555	0.98
tpcds_q09/datafusion:vortex-compact	61224679	61783137	0.99
tpcds_q10/datafusion:vortex-compact	49579047	52158238	0.95
tpcds_q11/datafusion:vortex-compact	154196498	163969434	0.94
tpcds_q12/datafusion:vortex-compact	24442054	23463387	1.04
tpcds_q13/datafusion:vortex-compact	92338533	92549131	1.00
tpcds_q14/datafusion:vortex-compact	190300208	201767035	0.94
tpcds_q15/datafusion:vortex-compact	31169208	32319108	0.96
tpcds_q16/datafusion:vortex-compact	31927327	32442640	0.98
tpcds_q17/datafusion:vortex-compact	73343464	74646093	0.98
tpcds_q18/datafusion:vortex-compact	77448388	81751880	0.95
tpcds_q19/datafusion:vortex-compact	29782550	30436233	0.98
tpcds_q20/datafusion:vortex-compact	25936173	26746089	0.97
tpcds_q21/datafusion:vortex-compact	40570544	40466129	1.00
tpcds_q22/datafusion:vortex-compact 🚀	115215923	130263663	0.88
tpcds_q23/datafusion:vortex-compact	161087255	165637180	0.97
tpcds_q24/datafusion:vortex-compact	94210412	98045755	0.96
tpcds_q25/datafusion:vortex-compact	79237857	80887249	0.98
tpcds_q26/datafusion:vortex-compact	43522718	45570426	0.96
tpcds_q27/datafusion:vortex-compact	123520208	122796197	1.01
tpcds_q28/datafusion:vortex-compact	78381389	82021552	0.96
tpcds_q29/datafusion:vortex-compact	73082407	74839993	0.98
tpcds_q30/datafusion:vortex-compact	27301723	28237857	0.97
tpcds_q31/datafusion:vortex-compact	97750485	98180214	1.00
tpcds_q32/datafusion:vortex-compact	25352238	25963432	0.98
tpcds_q33/datafusion:vortex-compact	36790479	36456237	1.01
tpcds_q34/datafusion:vortex-compact	31543688	32190574	0.98
tpcds_q35/datafusion:vortex-compact	50249450	54614818	0.92
tpcds_q36/datafusion:vortex-compact	76135465	75196086	1.01
tpcds_q37/datafusion:vortex-compact	40453578	40521057	1.00
tpcds_q38/datafusion:vortex-compact	51014171	54413316	0.94
tpcds_q39/datafusion:vortex-compact	111331008	113755459	0.98
tpcds_q40/datafusion:vortex-compact	36022723	36835760	0.98
tpcds_q41/datafusion:vortex-compact	17249800	18783107	0.92
tpcds_q42/datafusion:vortex-compact	18119825	18800960	0.96
tpcds_q43/datafusion:vortex-compact	24821081	25286542	0.98
tpcds_q44/datafusion:vortex-compact	48002200	48298657	0.99
tpcds_q45/datafusion:vortex-compact	29525317	31530397	0.94
tpcds_q46/datafusion:vortex-compact	43405019	44161398	0.98
tpcds_q47/datafusion:vortex-compact	148432819	155761733	0.95
tpcds_q48/datafusion:vortex-compact	74323705	74027759	1.00
tpcds_q49/datafusion:vortex-compact	67093585	71751189	0.94
tpcds_q50/datafusion:vortex-compact	49015490	47507815	1.03
tpcds_q51/datafusion:vortex-compact	95362502	98452211	0.97
tpcds_q52/datafusion:vortex-compact	18314856	19585159	0.94
tpcds_q53/datafusion:vortex-compact	27728068	28690931	0.97
tpcds_q54/datafusion:vortex-compact	41726799	42509352	0.98
tpcds_q55/datafusion:vortex-compact	17708471	18184822	0.97
tpcds_q56/datafusion:vortex-compact	34970819	35738276	0.98
tpcds_q57/datafusion:vortex-compact	118460849	124189437	0.95
tpcds_q58/datafusion:vortex-compact	63992694	65008094	0.98
tpcds_q59/datafusion:vortex-compact	69429320	71474587	0.97
tpcds_q60/datafusion:vortex-compact	34429809	36207898	0.95
tpcds_q61/datafusion:vortex-compact	53745460	54810018	0.98
tpcds_q62/datafusion:vortex-compact 🚀	24484901	28189297	0.87
tpcds_q63/datafusion:vortex-compact	27481663	27656011	0.99
tpcds_q64/datafusion:vortex-compact	447411291	460363327	0.97
tpcds_q65/datafusion:vortex-compact	52452590	54218202	0.97
tpcds_q66/datafusion:vortex-compact	74018827	78156845	0.95
tpcds_q67/datafusion:vortex-compact	150730258	156828385	0.96
tpcds_q68/datafusion:vortex-compact	44243173	45594591	0.97
tpcds_q69/datafusion:vortex-compact	46465853	47998663	0.97
tpcds_q70/datafusion:vortex-compact	97560263	102064980	0.96
tpcds_q71/datafusion:vortex-compact	28488080	29601451	0.96
tpcds_q72/datafusion:vortex-compact	2116453989	2187087602	0.97
tpcds_q73/datafusion:vortex-compact	29803807	30595923	0.97
tpcds_q74/datafusion:vortex-compact	94612458	97283424	0.97
tpcds_q75/datafusion:vortex-compact	124934362	128516935	0.97
tpcds_q76/datafusion:vortex-compact	30692275	32218388	0.95
tpcds_q77/datafusion:vortex-compact	49026826	50789360	0.97
tpcds_q78/datafusion:vortex-compact	135700712	142172406	0.95
tpcds_q79/datafusion:vortex-compact	37717062	37418384	1.01
tpcds_q80/datafusion:vortex-compact	102316155	103079221	0.99
tpcds_q81/datafusion:vortex-compact	26769963	28785019	0.93
tpcds_q82/datafusion:vortex-compact	39897003	41873102	0.95
tpcds_q83/datafusion:vortex-compact	33136318	33279801	1.00
tpcds_q84/datafusion:vortex-compact	13887007	14693237	0.95
tpcds_q85/datafusion:vortex-compact	128624221	133196840	0.97
tpcds_q86/datafusion:vortex-compact	18981198	18465182	1.03
tpcds_q87/datafusion:vortex-compact	52649890	52474149	1.00
tpcds_q88/datafusion:vortex-compact	76482651	76668605	1.00
tpcds_q89/datafusion:vortex-compact	30577718	33214712	0.92
tpcds_q90/datafusion:vortex-compact	15064646	15084695	1.00
tpcds_q91/datafusion:vortex-compact	31726234	32521029	0.98
tpcds_q92/datafusion:vortex-compact	22720539	24570045	0.92
tpcds_q93/datafusion:vortex-compact	37818742	38491776	0.98
tpcds_q94/datafusion:vortex-compact	28020711	26602722	1.05
tpcds_q95/datafusion:vortex-compact	65508409	70368773	0.93
tpcds_q96/datafusion:vortex-compact	16934717	17204457	0.98
tpcds_q97/datafusion:vortex-compact	36299152	37656074	0.96
tpcds_q98/datafusion:vortex-compact	29407289	31485226	0.93
tpcds_q99/datafusion:vortex-compact	34579541	35691777	0.97

datafusion / parquet (0.979x ➖, 1↑ 2↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚨	32732880	29102026	1.12
tpcds_q02/datafusion:parquet	40605330	41472011	0.98
tpcds_q03/datafusion:parquet	12552327	12917463	0.97
tpcds_q04/datafusion:parquet	256230376	267750019	0.96
tpcds_q05/datafusion:parquet	41353447	42392892	0.98
tpcds_q06/datafusion:parquet	58948632	58853463	1.00
tpcds_q07/datafusion:parquet	76356628	75226675	1.02
tpcds_q08/datafusion:parquet	25651241	26433246	0.97
tpcds_q09/datafusion:parquet	45387267	43396224	1.05
tpcds_q10/datafusion:parquet	69792688	72844662	0.96
tpcds_q11/datafusion:parquet	148689673	146257056	1.02
tpcds_q12/datafusion:parquet 🚀	16061673	18051889	0.89
tpcds_q13/datafusion:parquet	73327903	74484767	0.98
tpcds_q14/datafusion:parquet	157283940	161020757	0.98
tpcds_q15/datafusion:parquet	20764409	21774420	0.95
tpcds_q16/datafusion:parquet	23233523	23453190	0.99
tpcds_q17/datafusion:parquet	60323065	66116247	0.91
tpcds_q18/datafusion:parquet	111062587	116945719	0.95
tpcds_q19/datafusion:parquet	21824534	22469075	0.97
tpcds_q20/datafusion:parquet	16467602	16189241	1.02
tpcds_q21/datafusion:parquet	18427554	18311040	1.01
tpcds_q22/datafusion:parquet	143154392	150260212	0.95
tpcds_q23/datafusion:parquet	149609640	140791637	1.06
tpcds_q24/datafusion:parquet	87057101	89786137	0.97
tpcds_q25/datafusion:parquet	63358351	63424893	1.00
tpcds_q26/datafusion:parquet	62122082	64215500	0.97
tpcds_q27/datafusion:parquet	141964208	146597012	0.97
tpcds_q28/datafusion:parquet	43154544	44181859	0.98
tpcds_q29/datafusion:parquet	65584432	63406842	1.03
tpcds_q30/datafusion:parquet	32568368	33729755	0.97
tpcds_q31/datafusion:parquet	63118607	67901912	0.93
tpcds_q32/datafusion:parquet	18757226	17981919	1.04
tpcds_q33/datafusion:parquet	26518269	25405465	1.04
tpcds_q34/datafusion:parquet	20140256	21689952	0.93
tpcds_q35/datafusion:parquet	65799779	67120139	0.98
tpcds_q36/datafusion:parquet	55720823	56618659	0.98
tpcds_q37/datafusion:parquet	18094506	19281131	0.94
tpcds_q38/datafusion:parquet	39033268	41702472	0.94
tpcds_q39/datafusion:parquet	71795738	74125429	0.97
tpcds_q40/datafusion:parquet	22863031	25012091	0.91
tpcds_q41/datafusion:parquet	13174600	13382493	0.98
tpcds_q42/datafusion:parquet	11190047	11870782	0.94
tpcds_q43/datafusion:parquet	16341080	17982610	0.91
tpcds_q44/datafusion:parquet	32861258	33225179	0.99
tpcds_q45/datafusion:parquet	27263635	27461806	0.99
tpcds_q46/datafusion:parquet	30987612	32426967	0.96
tpcds_q47/datafusion:parquet	121639528	124457171	0.98
tpcds_q48/datafusion:parquet	66852689	68135873	0.98
tpcds_q49/datafusion:parquet	54432504	54537749	1.00
tpcds_q50/datafusion:parquet	42800754	43586383	0.98
tpcds_q51/datafusion:parquet	81738347	85143459	0.96
tpcds_q52/datafusion:parquet	12179969	11634359	1.05
tpcds_q53/datafusion:parquet	17281437	17324961	1.00
tpcds_q54/datafusion:parquet	33288135	33873463	0.98
tpcds_q55/datafusion:parquet	10984627	11454558	0.96
tpcds_q56/datafusion:parquet	26744051	27309406	0.98
tpcds_q57/datafusion:parquet	92963748	92473629	1.01
tpcds_q58/datafusion:parquet	50071752	48459265	1.03
tpcds_q59/datafusion:parquet	56381616	57490537	0.98
tpcds_q60/datafusion:parquet	25997183	26382804	0.99
tpcds_q61/datafusion:parquet	42305384	41683120	1.01
tpcds_q62/datafusion:parquet 🚨	24748699	22062873	1.12
tpcds_q63/datafusion:parquet	17277828	17482768	0.99
tpcds_q64/datafusion:parquet	504404016	522680850	0.97
tpcds_q65/datafusion:parquet	36413161	37215587	0.98
tpcds_q66/datafusion:parquet	65464906	66402968	0.99
tpcds_q67/datafusion:parquet	146091963	147618772	0.99
tpcds_q68/datafusion:parquet	31006208	31664690	0.98
tpcds_q69/datafusion:parquet	64079626	65521920	0.98
tpcds_q70/datafusion:parquet	84428239	87312711	0.97
tpcds_q71/datafusion:parquet	21892069	21918768	1.00
tpcds_q72/datafusion:parquet	597597314	612368749	0.98
tpcds_q73/datafusion:parquet	20060477	21176949	0.95
tpcds_q74/datafusion:parquet	82231388	83416349	0.99
tpcds_q75/datafusion:parquet	99086021	99977986	0.99
tpcds_q76/datafusion:parquet	29407823	31312535	0.94
tpcds_q77/datafusion:parquet	37814067	37974038	1.00
tpcds_q78/datafusion:parquet	112133545	112277427	1.00
tpcds_q79/datafusion:parquet	25532779	26227902	0.97
tpcds_q80/datafusion:parquet	77114464	79322851	0.97
tpcds_q81/datafusion:parquet	31032282	31230245	0.99
tpcds_q82/datafusion:parquet	19544834	19629755	1.00
tpcds_q83/datafusion:parquet	36819979	36433036	1.01
tpcds_q84/datafusion:parquet	37669352	39107973	0.96
tpcds_q85/datafusion:parquet	145349184	147377588	0.99
tpcds_q86/datafusion:parquet	15538840	15857817	0.98
tpcds_q87/datafusion:parquet	39367233	41277091	0.95
tpcds_q88/datafusion:parquet	58414127	59494580	0.98
tpcds_q89/datafusion:parquet	20162097	21253092	0.95
tpcds_q90/datafusion:parquet	13699424	15219419	0.90
tpcds_q91/datafusion:parquet	56916741	58167836	0.98
tpcds_q92/datafusion:parquet	17164120	18503965	0.93
tpcds_q93/datafusion:parquet	31134303	31927419	0.98
tpcds_q94/datafusion:parquet	20282558	20492078	0.99
tpcds_q95/datafusion:parquet	58699891	60792788	0.97
tpcds_q96/datafusion:parquet	11374508	12082869	0.94
tpcds_q97/datafusion:parquet	28949749	29937733	0.97
tpcds_q98/datafusion:parquet	20670608	21869730	0.95
tpcds_q99/datafusion:parquet	24840873	26653805	0.93

duckdb / vortex-file-compressed (0.985x ➖, 3↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21548701	20845146	1.03
tpcds_q02/duckdb:vortex-file-compressed	34965949	34815397	1.00
tpcds_q03/duckdb:vortex-file-compressed	32737196	31888918	1.03
tpcds_q04/duckdb:vortex-file-compressed	101110751	108058616	0.94
tpcds_q05/duckdb:vortex-file-compressed	34262588	35833766	0.96
tpcds_q06/duckdb:vortex-file-compressed	31383689	31784682	0.99
tpcds_q07/duckdb:vortex-file-compressed	18591075	19404502	0.96
tpcds_q08/duckdb:vortex-file-compressed	27657505	27155907	1.02
tpcds_q09/duckdb:vortex-file-compressed	36093655	36740007	0.98
tpcds_q10/duckdb:vortex-file-compressed	39953145	40939172	0.98
tpcds_q11/duckdb:vortex-file-compressed	61060802	60529775	1.01
tpcds_q12/duckdb:vortex-file-compressed	13867202	13694891	1.01
tpcds_q13/duckdb:vortex-file-compressed	32886607	32469219	1.01
tpcds_q14/duckdb:vortex-file-compressed	102947662	102231277	1.01
tpcds_q15/duckdb:vortex-file-compressed	25453990	26214342	0.97
tpcds_q16/duckdb:vortex-file-compressed	26319078	26872111	0.98
tpcds_q17/duckdb:vortex-file-compressed	42248692	41866170	1.01
tpcds_q18/duckdb:vortex-file-compressed	45666882	46137175	0.99
tpcds_q19/duckdb:vortex-file-compressed	32371470	32314360	1.00
tpcds_q20/duckdb:vortex-file-compressed	15449088	15498051	1.00
tpcds_q21/duckdb:vortex-file-compressed	16070163	17105603	0.94
tpcds_q22/duckdb:vortex-file-compressed	75470587	76238254	0.99
tpcds_q23/duckdb:vortex-file-compressed	100955748	110015337	0.92
tpcds_q24/duckdb:vortex-file-compressed	48678225	48661777	1.00
tpcds_q25/duckdb:vortex-file-compressed	48934553	48318771	1.01
tpcds_q26/duckdb:vortex-file-compressed	38233087	38919765	0.98
tpcds_q27/duckdb:vortex-file-compressed	46797561	48189459	0.97
tpcds_q28/duckdb:vortex-file-compressed	34501032	34805916	0.99
tpcds_q29/duckdb:vortex-file-compressed	41765890	40501018	1.03
tpcds_q30/duckdb:vortex-file-compressed	24065752	23687442	1.02
tpcds_q31/duckdb:vortex-file-compressed	33208898	35040944	0.95
tpcds_q32/duckdb:vortex-file-compressed	13559482	13830038	0.98
tpcds_q33/duckdb:vortex-file-compressed	23727836	23182593	1.02
tpcds_q34/duckdb:vortex-file-compressed	22987086	23351945	0.98
tpcds_q35/duckdb:vortex-file-compressed	61707342	64628409	0.95
tpcds_q36/duckdb:vortex-file-compressed	25071881	23856915	1.05
tpcds_q37/duckdb:vortex-file-compressed	15240547	14730183	1.03
tpcds_q38/duckdb:vortex-file-compressed	35185615	38405194	0.92
tpcds_q39/duckdb:vortex-file-compressed	34253077	34186287	1.00
tpcds_q40/duckdb:vortex-file-compressed	20046480	19073796	1.05
tpcds_q41/duckdb:vortex-file-compressed	12998465	13266106	0.98
tpcds_q42/duckdb:vortex-file-compressed	12573219	12951506	0.97
tpcds_q43/duckdb:vortex-file-compressed 🚀	21961542	25010545	0.88
tpcds_q44/duckdb:vortex-file-compressed	20862617	20555229	1.01
tpcds_q45/duckdb:vortex-file-compressed	29147734	30297441	0.96
tpcds_q46/duckdb:vortex-file-compressed	50786094	51522109	0.99
tpcds_q47/duckdb:vortex-file-compressed	47102886	47395381	0.99
tpcds_q48/duckdb:vortex-file-compressed	28878992	29595418	0.98
tpcds_q49/duckdb:vortex-file-compressed	35338008	32882726	1.07
tpcds_q50/duckdb:vortex-file-compressed	34164142	33917667	1.01
tpcds_q51/duckdb:vortex-file-compressed	97128581	98072878	0.99
tpcds_q52/duckdb:vortex-file-compressed	12381899	13484662	0.92
tpcds_q53/duckdb:vortex-file-compressed	22332388	22236906	1.00
tpcds_q54/duckdb:vortex-file-compressed	27154188	27502028	0.99
tpcds_q55/duckdb:vortex-file-compressed	12989410	13204220	0.98
tpcds_q56/duckdb:vortex-file-compressed	22979411	24524168	0.94
tpcds_q57/duckdb:vortex-file-compressed	39453993	40227913	0.98
tpcds_q58/duckdb:vortex-file-compressed	30208650	30885791	0.98
tpcds_q59/duckdb:vortex-file-compressed	67225919	68640769	0.98
tpcds_q60/duckdb:vortex-file-compressed	25152435	26323926	0.96
tpcds_q61/duckdb:vortex-file-compressed 🚨	35293851	30425169	1.16
tpcds_q62/duckdb:vortex-file-compressed	17329766	16964440	1.02
tpcds_q63/duckdb:vortex-file-compressed	21285225	20780141	1.02
tpcds_q64/duckdb:vortex-file-compressed	82613023	85426383	0.97
tpcds_q65/duckdb:vortex-file-compressed	22122335	21728677	1.02
tpcds_q66/duckdb:vortex-file-compressed	29218763	29632284	0.99
tpcds_q67/duckdb:vortex-file-compressed	139593839	136511190	1.02
tpcds_q68/duckdb:vortex-file-compressed	40495451	41731127	0.97
tpcds_q69/duckdb:vortex-file-compressed	41293880	41248891	1.00
tpcds_q70/duckdb:vortex-file-compressed	25025158	25590079	0.98
tpcds_q71/duckdb:vortex-file-compressed	20750495	21026463	0.99
tpcds_q72/duckdb:vortex-file-compressed	173300732	172621230	1.00
tpcds_q73/duckdb:vortex-file-compressed	22998471	23789802	0.97
tpcds_q74/duckdb:vortex-file-compressed 🚀	84707438	96012399	0.88
tpcds_q75/duckdb:vortex-file-compressed	55478269	56100527	0.99
tpcds_q76/duckdb:vortex-file-compressed	17880896	18285039	0.98
tpcds_q77/duckdb:vortex-file-compressed	24505159	24048200	1.02
tpcds_q78/duckdb:vortex-file-compressed	74498896	72172277	1.03
tpcds_q79/duckdb:vortex-file-compressed	32146733	33195913	0.97
tpcds_q80/duckdb:vortex-file-compressed	46832624	51980409	0.90
tpcds_q81/duckdb:vortex-file-compressed	27096398	28132214	0.96
tpcds_q82/duckdb:vortex-file-compressed	16363532	17287262	0.95
tpcds_q83/duckdb:vortex-file-compressed	22983002	23953389	0.96
tpcds_q84/duckdb:vortex-file-compressed	17925958	19487121	0.92
tpcds_q85/duckdb:vortex-file-compressed	44648032	45578391	0.98
tpcds_q86/duckdb:vortex-file-compressed	16435478	16180048	1.02
tpcds_q87/duckdb:vortex-file-compressed	39924309	39693888	1.01
tpcds_q88/duckdb:vortex-file-compressed	32576866	33330774	0.98
tpcds_q89/duckdb:vortex-file-compressed	21950470	21681990	1.01
tpcds_q90/duckdb:vortex-file-compressed	12334874	13082891	0.94
tpcds_q91/duckdb:vortex-file-compressed	29492836	30451129	0.97
tpcds_q92/duckdb:vortex-file-compressed 🚀	20258963	25023181	0.81
tpcds_q93/duckdb:vortex-file-compressed	27945845	28511972	0.98
tpcds_q94/duckdb:vortex-file-compressed	23192857	23332548	0.99
tpcds_q95/duckdb:vortex-file-compressed	151467622	140763777	1.08
tpcds_q96/duckdb:vortex-file-compressed	12985398	13160108	0.99
tpcds_q97/duckdb:vortex-file-compressed	37952357	38870003	0.98
tpcds_q98/duckdb:vortex-file-compressed	17723345	17951528	0.99
tpcds_q99/duckdb:vortex-file-compressed	26510064	27594311	0.96

duckdb / vortex-compact (0.971x ➖, 5↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	23462521	23030231	1.02
tpcds_q02/duckdb:vortex-compact	37438784	40125708	0.93
tpcds_q03/duckdb:vortex-compact	55743698	56522491	0.99
tpcds_q04/duckdb:vortex-compact	125200950	126940297	0.99
tpcds_q05/duckdb:vortex-compact	51192447	51741765	0.99
tpcds_q06/duckdb:vortex-compact	38941842	40064288	0.97
tpcds_q07/duckdb:vortex-compact	33508881	33854235	0.99
tpcds_q08/duckdb:vortex-compact	43841447	46052121	0.95
tpcds_q09/duckdb:vortex-compact	56838990	57228779	0.99
tpcds_q10/duckdb:vortex-compact	60974355	59790864	1.02
tpcds_q11/duckdb:vortex-compact	70244796	69121457	1.02
tpcds_q12/duckdb:vortex-compact	22000248	23676506	0.93
tpcds_q13/duckdb:vortex-compact	58337529	59775585	0.98
tpcds_q14/duckdb:vortex-compact	130727341	129674249	1.01
tpcds_q15/duckdb:vortex-compact	30346233	30891992	0.98
tpcds_q16/duckdb:vortex-compact	29795034	31881288	0.93
tpcds_q17/duckdb:vortex-compact	53360887	56403746	0.95
tpcds_q18/duckdb:vortex-compact	57379424	58138027	0.99
tpcds_q19/duckdb:vortex-compact	50948180	51702798	0.99
tpcds_q20/duckdb:vortex-compact	20099416	20227065	0.99
tpcds_q21/duckdb:vortex-compact	18469072	19586122	0.94
tpcds_q22/duckdb:vortex-compact	75457310	76756124	0.98
tpcds_q23/duckdb:vortex-compact	123718375	117431748	1.05
tpcds_q24/duckdb:vortex-compact	62710738	64944915	0.97
tpcds_q25/duckdb:vortex-compact	78029596	81971068	0.95
tpcds_q26/duckdb:vortex-compact	49975298	52393771	0.95
tpcds_q27/duckdb:vortex-compact	67216701	70769902	0.95
tpcds_q28/duckdb:vortex-compact	82517455	85929762	0.96
tpcds_q29/duckdb:vortex-compact	52476454	54594054	0.96
tpcds_q30/duckdb:vortex-compact	29079249	30222716	0.96
tpcds_q31/duckdb:vortex-compact	46329378	45547541	1.02
tpcds_q32/duckdb:vortex-compact	22041231	23503834	0.94
tpcds_q33/duckdb:vortex-compact	33740579	35808415	0.94
tpcds_q34/duckdb:vortex-compact	38493850	38653408	1.00
tpcds_q35/duckdb:vortex-compact	81550978	80865780	1.01
tpcds_q36/duckdb:vortex-compact	39816063	40505307	0.98
tpcds_q37/duckdb:vortex-compact	23973298	23285728	1.03
tpcds_q38/duckdb:vortex-compact	50037455	48677738	1.03
tpcds_q39/duckdb:vortex-compact	36191163	36690548	0.99
tpcds_q40/duckdb:vortex-compact	24301408	24641774	0.99
tpcds_q41/duckdb:vortex-compact	15165380	15566057	0.97
tpcds_q42/duckdb:vortex-compact	21732392	21977949	0.99
tpcds_q43/duckdb:vortex-compact	35144288	36980255	0.95
tpcds_q44/duckdb:vortex-compact	27805247	28980271	0.96
tpcds_q45/duckdb:vortex-compact	37977890	37829379	1.00
tpcds_q46/duckdb:vortex-compact	71414215	70841206	1.01
tpcds_q47/duckdb:vortex-compact	61531519	62007261	0.99
tpcds_q48/duckdb:vortex-compact	52503046	52535665	1.00
tpcds_q49/duckdb:vortex-compact	57038116	55110021	1.03
tpcds_q50/duckdb:vortex-compact	45359323	45805671	0.99
tpcds_q51/duckdb:vortex-compact	107781725	108603077	0.99
tpcds_q52/duckdb:vortex-compact	21734573	22185443	0.98
tpcds_q53/duckdb:vortex-compact	37749331	38504396	0.98
tpcds_q54/duckdb:vortex-compact	37623365	40643664	0.93
tpcds_q55/duckdb:vortex-compact	22130633	22189662	1.00
tpcds_q56/duckdb:vortex-compact	35277307	35008596	1.01
tpcds_q57/duckdb:vortex-compact	43278333	43783539	0.99
tpcds_q58/duckdb:vortex-compact	40500766	40987916	0.99
tpcds_q59/duckdb:vortex-compact	84689685	92856637	0.91
tpcds_q60/duckdb:vortex-compact	38259409	37902958	1.01
tpcds_q61/duckdb:vortex-compact	64526713	61468758	1.05
tpcds_q62/duckdb:vortex-compact 🚀	22063006	26078533	0.85
tpcds_q63/duckdb:vortex-compact	37443704	37653229	0.99
tpcds_q64/duckdb:vortex-compact	113793441	116965998	0.97
tpcds_q65/duckdb:vortex-compact	32731568	33194710	0.99
tpcds_q66/duckdb:vortex-compact	38794287	41297299	0.94
tpcds_q67/duckdb:vortex-compact	150306790	155582200	0.97
tpcds_q68/duckdb:vortex-compact	61609812	62197130	0.99
tpcds_q69/duckdb:vortex-compact	61346324	62740708	0.98
tpcds_q70/duckdb:vortex-compact	37590567	37448220	1.00
tpcds_q71/duckdb:vortex-compact	34653447	33819928	1.02
tpcds_q72/duckdb:vortex-compact	192336729	196687085	0.98
tpcds_q73/duckdb:vortex-compact	37504462	37759834	0.99
tpcds_q74/duckdb:vortex-compact	82058667	88359586	0.93
tpcds_q75/duckdb:vortex-compact	71697184	74586316	0.96
tpcds_q76/duckdb:vortex-compact	33122472	35038812	0.95
tpcds_q77/duckdb:vortex-compact	41577170	45256354	0.92
tpcds_q78/duckdb:vortex-compact	90123685	88801079	1.01
tpcds_q79/duckdb:vortex-compact	52748176	55107029	0.96
tpcds_q80/duckdb:vortex-compact	80970787	84349127	0.96
tpcds_q81/duckdb:vortex-compact	33482190	36771768	0.91
tpcds_q82/duckdb:vortex-compact 🚀	24212955	27097747	0.89
tpcds_q83/duckdb:vortex-compact	32238313	34469318	0.94
tpcds_q84/duckdb:vortex-compact	25341021	27749139	0.91
tpcds_q85/duckdb:vortex-compact	60423859	61139251	0.99
tpcds_q86/duckdb:vortex-compact	22023036	24421084	0.90
tpcds_q87/duckdb:vortex-compact	51014414	52117688	0.98
tpcds_q88/duckdb:vortex-compact	38863529	40046837	0.97
tpcds_q89/duckdb:vortex-compact	36141690	37955725	0.95
tpcds_q90/duckdb:vortex-compact	14959412	15391286	0.97
tpcds_q91/duckdb:vortex-compact	50817467	49578632	1.02
tpcds_q92/duckdb:vortex-compact 🚀	46651735	55814672	0.84
tpcds_q93/duckdb:vortex-compact 🚀	28548837	32023207	0.89
tpcds_q94/duckdb:vortex-compact	31309405	32547936	0.96
tpcds_q95/duckdb:vortex-compact	156832646	163665164	0.96
tpcds_q96/duckdb:vortex-compact	17558870	17708285	0.99
tpcds_q97/duckdb:vortex-compact 🚀	41063871	46720115	0.88
tpcds_q98/duckdb:vortex-compact	28369703	28204665	1.01
tpcds_q99/duckdb:vortex-compact	31285228	32015245	0.98

duckdb / parquet (0.990x ➖, 3↑ 2↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚀	26857187	30698995	0.87
tpcds_q02/duckdb:parquet	24094459	22913492	1.05
tpcds_q03/duckdb:parquet	11802425	11270820	1.05
tpcds_q04/duckdb:parquet	170319473	169572348	1.00
tpcds_q05/duckdb:parquet	30583218	27877649	1.10
tpcds_q06/duckdb:parquet	27005844	28000137	0.96
tpcds_q07/duckdb:parquet	20804149	21961999	0.95
tpcds_q08/duckdb:parquet	26385275	26607665	0.99
tpcds_q09/duckdb:parquet	38829352	39656023	0.98
tpcds_q10/duckdb:parquet	32977440	32483571	1.02
tpcds_q11/duckdb:parquet	84750016	80089036	1.06
tpcds_q12/duckdb:parquet	14798366	13726827	1.08
tpcds_q13/duckdb:parquet	33718243	33235193	1.01
tpcds_q14/duckdb:parquet	98286730	100794133	0.98
tpcds_q15/duckdb:parquet	29908682	31341219	0.95
tpcds_q16/duckdb:parquet	20559242	22070580	0.93
tpcds_q17/duckdb:parquet	36205627	38958163	0.93
tpcds_q18/duckdb:parquet	46360526	44013343	1.05
tpcds_q19/duckdb:parquet	29843168	29179710	1.02
tpcds_q20/duckdb:parquet	15697949	15134541	1.04
tpcds_q21/duckdb:parquet 🚀	9992448	11905376	0.84
tpcds_q22/duckdb:parquet	66977710	65543421	1.02
tpcds_q23/duckdb:parquet	79316917	79334251	1.00
tpcds_q24/duckdb:parquet	44727232	44895317	1.00
tpcds_q25/duckdb:parquet	32903999	32884496	1.00
tpcds_q26/duckdb:parquet	35507461	35248845	1.01
tpcds_q27/duckdb:parquet	47949283	49247175	0.97
tpcds_q28/duckdb:parquet	37663843	37092929	1.02
tpcds_q29/duckdb:parquet	34487634	36096357	0.96
tpcds_q30/duckdb:parquet	33376289	35210179	0.95
tpcds_q31/duckdb:parquet	23125000	23670215	0.98
tpcds_q32/duckdb:parquet	10942957	11695076	0.94
tpcds_q33/duckdb:parquet	20697491	20765322	1.00
tpcds_q34/duckdb:parquet	19880541	20012420	0.99
tpcds_q35/duckdb:parquet	56155052	59448795	0.94
tpcds_q36/duckdb:parquet	19219238	19566937	0.98
tpcds_q37/duckdb:parquet	11552483	12318047	0.94
tpcds_q38/duckdb:parquet	34614382	33126456	1.04
tpcds_q39/duckdb:parquet	28901544	29470331	0.98
tpcds_q40/duckdb:parquet 🚨	19403091	16992484	1.14
tpcds_q41/duckdb:parquet	7537176	7840915	0.96
tpcds_q42/duckdb:parquet	9317664	9771885	0.95
tpcds_q43/duckdb:parquet	15078289	15040258	1.00
tpcds_q44/duckdb:parquet	21330816	23123236	0.92
tpcds_q45/duckdb:parquet	27065286	26598717	1.02
tpcds_q46/duckdb:parquet	43854132	44271020	0.99
tpcds_q47/duckdb:parquet	44213196	44533644	0.99
tpcds_q48/duckdb:parquet	28813086	29007775	0.99
tpcds_q49/duckdb:parquet 🚨	26433268	23882075	1.11
tpcds_q50/duckdb:parquet	23462521	23968575	0.98
tpcds_q51/duckdb:parquet	93713497	94067148	1.00
tpcds_q52/duckdb:parquet	9878959	10074687	0.98
tpcds_q53/duckdb:parquet	14553294	14873369	0.98
tpcds_q54/duckdb:parquet	25010555	26229523	0.95
tpcds_q55/duckdb:parquet	9613889	9870986	0.97
tpcds_q56/duckdb:parquet	20722077	20175777	1.03
tpcds_q57/duckdb:parquet	34250386	34470754	0.99
tpcds_q58/duckdb:parquet	21959470	22263986	0.99
tpcds_q59/duckdb:parquet	35280232	35360132	1.00
tpcds_q60/duckdb:parquet	21724088	21778964	1.00
tpcds_q61/duckdb:parquet	30365796	30857397	0.98
tpcds_q62/duckdb:parquet	12234652	11475532	1.07
tpcds_q63/duckdb:parquet	14248348	14040654	1.01
tpcds_q64/duckdb:parquet	72018420	75160898	0.96
tpcds_q65/duckdb:parquet	19346461	19730370	0.98
tpcds_q66/duckdb:parquet	27254731	29855593	0.91
tpcds_q67/duckdb:parquet	131084770	134761470	0.97
tpcds_q68/duckdb:parquet	35832842	36475753	0.98
tpcds_q69/duckdb:parquet	36039902	36376641	0.99
tpcds_q70/duckdb:parquet	19091411	19071171	1.00
tpcds_q71/duckdb:parquet	19506076	19785132	0.99
tpcds_q72/duckdb:parquet	164105892	165982712	0.99
tpcds_q73/duckdb:parquet	17441490	17425637	1.00
tpcds_q74/duckdb:parquet	126599902	125190095	1.01
tpcds_q75/duckdb:parquet	52691614	54357861	0.97
tpcds_q76/duckdb:parquet	19271253	19138306	1.01
tpcds_q77/duckdb:parquet	21492323	21065039	1.02
tpcds_q78/duckdb:parquet	72737225	72997867	1.00
tpcds_q79/duckdb:parquet	26770237	26517895	1.01
tpcds_q80/duckdb:parquet	40900787	39458116	1.04
tpcds_q81/duckdb:parquet	32304311	31805568	1.02
tpcds_q82/duckdb:parquet	12746466	13516675	0.94
tpcds_q83/duckdb:parquet	15710819	15569703	1.01
tpcds_q84/duckdb:parquet	19303474	18319176	1.05
tpcds_q85/duckdb:parquet	38153640	38524647	0.99
tpcds_q86/duckdb:parquet	12195532	12635743	0.97
tpcds_q87/duckdb:parquet	37568021	35670240	1.05
tpcds_q88/duckdb:parquet	48373673	48888198	0.99
tpcds_q89/duckdb:parquet	15778282	15815399	1.00
tpcds_q90/duckdb:parquet	7291819	7086006	1.03
tpcds_q91/duckdb:parquet	21423536	22745000	0.94
tpcds_q92/duckdb:parquet 🚀	10662757	12162893	0.88
tpcds_q93/duckdb:parquet	28905692	28938387	1.00
tpcds_q94/duckdb:parquet	15364256	16664537	0.92
tpcds_q95/duckdb:parquet	118230390	116072897	1.02
tpcds_q96/duckdb:parquet	8273662	8397826	0.99
tpcds_q97/duckdb:parquet	34533522	34617139	1.00
tpcds_q98/duckdb:parquet	17115053	17468083	0.98
tpcds_q99/duckdb:parquet	18812147	19800593	0.95

duckdb / duckdb (0.952x ➖, 7↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19684778	20077743	0.98
tpcds_q02/duckdb:duckdb	18389790	18427213	1.00
tpcds_q03/duckdb:duckdb	8488441	8889866	0.95
tpcds_q04/duckdb:duckdb	176301176	180966702	0.97
tpcds_q05/duckdb:duckdb	18995703	19096637	0.99
tpcds_q06/duckdb:duckdb	21872324	23333777	0.94
tpcds_q07/duckdb:duckdb	37932795	41260848	0.92
tpcds_q08/duckdb:duckdb	120154472	122277988	0.98
tpcds_q09/duckdb:duckdb	19649640	20443281	0.96
tpcds_q10/duckdb:duckdb	23519437	25182510	0.93
tpcds_q11/duckdb:duckdb	92695315	90128133	1.03
tpcds_q12/duckdb:duckdb	10659522	11728369	0.91
tpcds_q13/duckdb:duckdb	23619140	24745371	0.95
tpcds_q14/duckdb:duckdb	92800603	93985541	0.99
tpcds_q15/duckdb:duckdb	23505198	25619523	0.92
tpcds_q16/duckdb:duckdb	17696048	19232022	0.92
tpcds_q17/duckdb:duckdb	20960073	23241724	0.90
tpcds_q18/duckdb:duckdb	43748999	46116551	0.95
tpcds_q19/duckdb:duckdb	16375183	17571319	0.93
tpcds_q20/duckdb:duckdb	11597899	12869034	0.90
tpcds_q21/duckdb:duckdb 🚀	6504522	7858777	0.83
tpcds_q22/duckdb:duckdb	61513667	64724366	0.95
tpcds_q23/duckdb:duckdb	80822933	75759956	1.07
tpcds_q24/duckdb:duckdb	23682066	25484462	0.93
tpcds_q25/duckdb:duckdb 🚀	16413227	18292614	0.90
tpcds_q26/duckdb:duckdb	25623673	28057743	0.91
tpcds_q27/duckdb:duckdb	38970835	40500750	0.96
tpcds_q28/duckdb:duckdb	21979645	21722339	1.01
tpcds_q29/duckdb:duckdb	20854615	22832703	0.91
tpcds_q30/duckdb:duckdb	28472965	30306760	0.94
tpcds_q31/duckdb:duckdb	46449831	50193056	0.93
tpcds_q32/duckdb:duckdb	7392334	8145738	0.91
tpcds_q33/duckdb:duckdb	13254882	13406085	0.99
tpcds_q34/duckdb:duckdb	15063485	16435920	0.92
tpcds_q35/duckdb:duckdb	33566014	32346786	1.04
tpcds_q36/duckdb:duckdb	70780343	73181142	0.97
tpcds_q37/duckdb:duckdb 🚀	7068061	8306207	0.85
tpcds_q38/duckdb:duckdb	30552295	32504137	0.94
tpcds_q39/duckdb:duckdb	25724328	26195091	0.98
tpcds_q40/duckdb:duckdb	13426465	14116361	0.95
tpcds_q41/duckdb:duckdb	8100676	8690640	0.93
tpcds_q42/duckdb:duckdb 🚀	6468585	7287195	0.89
tpcds_q43/duckdb:duckdb	11411086	11530185	0.99
tpcds_q44/duckdb:duckdb	13665794	13905470	0.98
tpcds_q45/duckdb:duckdb	17560160	17450765	1.01
tpcds_q46/duckdb:duckdb	35349076	38381467	0.92
tpcds_q47/duckdb:duckdb	40684806	41049233	0.99
tpcds_q48/duckdb:duckdb	23137534	22237607	1.04
tpcds_q49/duckdb:duckdb	17307390	15999778	1.08
tpcds_q50/duckdb:duckdb	13994310	14758321	0.95
tpcds_q51/duckdb:duckdb	89630048	92190615	0.97
tpcds_q52/duckdb:duckdb	7482920	7688185	0.97
tpcds_q53/duckdb:duckdb	13290674	13397495	0.99
tpcds_q54/duckdb:duckdb	16617186	17424038	0.95
tpcds_q55/duckdb:duckdb	6846632	7466064	0.92
tpcds_q56/duckdb:duckdb	13393461	14402118	0.93
tpcds_q57/duckdb:duckdb	32846636	31936813	1.03
tpcds_q58/duckdb:duckdb	12471655	13424538	0.93
tpcds_q59/duckdb:duckdb	34953022	36378953	0.96
tpcds_q60/duckdb:duckdb	14399954	15826178	0.91
tpcds_q61/duckdb:duckdb	14114964	15305449	0.92
tpcds_q62/duckdb:duckdb	9366207	10162166	0.92
tpcds_q63/duckdb:duckdb	12373589	13061819	0.95
tpcds_q64/duckdb:duckdb	54384485	57734626	0.94
tpcds_q65/duckdb:duckdb	34317032	35942325	0.95
tpcds_q66/duckdb:duckdb	24805600	25713836	0.96
tpcds_q67/duckdb:duckdb	128350516	130002038	0.99
tpcds_q68/duckdb:duckdb	24842662	25699633	0.97
tpcds_q69/duckdb:duckdb	24064091	26238563	0.92
tpcds_q70/duckdb:duckdb	14495497	14824890	0.98
tpcds_q71/duckdb:duckdb	12176377	12721974	0.96
tpcds_q72/duckdb:duckdb	43088877	42454071	1.01
tpcds_q73/duckdb:duckdb	10829873	10862066	1.00
tpcds_q74/duckdb:duckdb	144164103	145030732	0.99
tpcds_q75/duckdb:duckdb	41689110	42665149	0.98
tpcds_q76/duckdb:duckdb	12645525	12294431	1.03
tpcds_q77/duckdb:duckdb	12257715	12668886	0.97
tpcds_q78/duckdb:duckdb	62254665	64806058	0.96
tpcds_q79/duckdb:duckdb	18640741	19550345	0.95
tpcds_q80/duckdb:duckdb	27481200	29117784	0.94
tpcds_q81/duckdb:duckdb	36697679	40650328	0.90
tpcds_q82/duckdb:duckdb 🚀	7927958	9323497	0.85
tpcds_q83/duckdb:duckdb 🚀	8914941	9920589	0.90
tpcds_q84/duckdb:duckdb	13656944	14877010	0.92
tpcds_q85/duckdb:duckdb	23932628	25139719	0.95
tpcds_q86/duckdb:duckdb	10271745	11023657	0.93
tpcds_q87/duckdb:duckdb	31544273	34270505	0.92
tpcds_q88/duckdb:duckdb	25497507	26502041	0.96
tpcds_q89/duckdb:duckdb	14483259	15194557	0.95
tpcds_q90/duckdb:duckdb	5502464	5943564	0.93
tpcds_q91/duckdb:duckdb	12874749	13831262	0.93
tpcds_q92/duckdb:duckdb	8548852	9151193	0.93
tpcds_q93/duckdb:duckdb	22638388	23651386	0.96
tpcds_q94/duckdb:duckdb	12715142	12792328	0.99
tpcds_q95/duckdb:duckdb	108208164	115517355	0.94
tpcds_q96/duckdb:duckdb 🚀	4397600	4960243	0.89
tpcds_q97/duckdb:duckdb	29648358	30379621	0.98
tpcds_q98/duckdb:duckdb	13456810	13404753	1.00
tpcds_q99/duckdb:duckdb	16668977	17271477	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+1.9%	-0.8%	+2.8%	+22.8%	➖ noise
1	datafusion:vortex-file-compressed	-6.6%	-0.8%	-5.8%	+19.4%	➖ noise
1	duckdb:duckdb	-2.0%	-0.8%	-1.2%	+21.4%	➖ noise
1	duckdb:vortex-compact	+1.9%	-0.8%	+2.7%	+21.9%	➖ noise
1	duckdb:vortex-file-compressed	+3.4%	-0.8%	+4.2%	+34.1%	➖ noise
2	datafusion:vortex-compact	-4.2%	+1.5%	-5.6%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.7%	+1.5%	-4.1%	+10.0%	➖ noise
2	duckdb:duckdb	-0.2%	+1.5%	-1.6%	+10.0%	➖ noise
2	duckdb:vortex-compact	-6.7%	+1.5%	-8.0%	+31.6%	➖ noise
2	duckdb:vortex-file-compressed	+0.4%	+1.5%	-1.0%	+29.5%	➖ noise
3	datafusion:vortex-compact	-3.8%	+0.9%	-4.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-4.8%	+0.9%	-5.6%	+10.0%	➖ noise
3	duckdb:duckdb	-4.5%	+0.9%	-5.3%	+13.4%	➖ noise
3	duckdb:vortex-compact	-1.4%	+0.9%	-2.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+2.7%	+0.9%	+1.8%	+17.0%	➖ noise
4	datafusion:vortex-compact	-7.3%	-2.0%	-5.4%	+12.6%	➖ noise
4	datafusion:vortex-file-compressed	-0.6%	-2.0%	+1.4%	+10.0%	➖ noise
4	duckdb:duckdb	-2.6%	-2.0%	-0.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.4%	-2.0%	+0.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.4%	-2.0%	-4.6%	+11.5%	➖ noise
5	datafusion:vortex-compact	-3.6%	+3.4%	-6.9%	+11.6%	➖ noise
5	datafusion:vortex-file-compressed	-6.3%	+3.4%	-9.5%	+12.4%	➖ noise
5	duckdb:duckdb	-0.5%	+3.4%	-3.8%	+13.8%	➖ noise
5	duckdb:vortex-compact	-1.1%	+3.4%	-4.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-4.4%	+3.4%	-7.6%	+12.3%	➖ noise
6	datafusion:vortex-compact	-1.0%	-1.7%	+0.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.9%	-1.7%	-2.2%	+10.0%	➖ noise
6	duckdb:duckdb	-6.3%	-1.7%	-4.6%	+19.8%	➖ noise
6	duckdb:vortex-compact	-2.8%	-1.7%	-1.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.3%	-1.7%	+0.5%	+10.0%	➖ noise
7	datafusion:vortex-compact	-3.3%	-1.9%	-1.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-4.9%	-1.9%	-3.0%	+10.0%	➖ noise
7	duckdb:duckdb	-8.1%	-1.9%	-6.2%	+18.7%	➖ noise
7	duckdb:vortex-compact	-1.0%	-1.9%	+0.9%	+19.2%	➖ noise
7	duckdb:vortex-file-compressed	-4.2%	-1.9%	-2.3%	+31.6%	➖ noise
8	datafusion:vortex-compact	-2.5%	-1.9%	-0.6%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-2.9%	-1.9%	-1.0%	+10.0%	➖ noise
8	duckdb:duckdb	-1.7%	-1.9%	+0.2%	+10.0%	➖ noise
8	duckdb:vortex-compact	-4.8%	-1.9%	-3.0%	+13.2%	➖ noise
8	duckdb:vortex-file-compressed	+1.8%	-1.9%	+3.8%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.9%	+1.2%	-2.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-3.5%	+1.2%	-4.7%	+10.0%	➖ noise
9	duckdb:duckdb	-3.9%	+1.2%	-5.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.7%	+1.2%	-1.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.8%	+1.2%	-2.9%	+10.4%	➖ noise
10	datafusion:vortex-compact	-4.9%	-1.4%	-3.6%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-4.1%	-1.4%	-2.8%	+10.0%	➖ noise
10	duckdb:duckdb	-6.6%	-1.4%	-5.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	+2.0%	-1.4%	+3.4%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.4%	-1.4%	-1.0%	+10.0%	➖ noise
11	datafusion:vortex-compact	-6.0%	+3.7%	-9.3%	+10.0%	✅ faster
11	datafusion:vortex-file-compressed	-7.9%	+3.7%	-11.2%	+10.0%	✅ faster
11	duckdb:duckdb	+2.8%	+3.7%	-0.8%	+10.0%	➖ noise
11	duckdb:vortex-compact	+1.6%	+3.7%	-2.0%	+12.5%	➖ noise
11	duckdb:vortex-file-compressed	+0.9%	+3.7%	-2.7%	+12.4%	➖ noise
12	datafusion:vortex-compact	+4.2%	-2.1%	+6.4%	+21.4%	➖ noise
12	datafusion:vortex-file-compressed	-4.3%	-2.1%	-2.2%	+16.6%	➖ noise
12	duckdb:duckdb	-9.1%	-2.1%	-7.2%	+19.3%	➖ noise
12	duckdb:vortex-compact	-7.1%	-2.1%	-5.1%	+15.2%	➖ noise
12	duckdb:vortex-file-compressed	+1.3%	-2.1%	+3.4%	+15.2%	➖ noise
13	datafusion:vortex-compact	-0.2%	-0.1%	-0.2%	+19.2%	➖ noise
13	datafusion:vortex-file-compressed	-1.9%	-0.1%	-1.8%	+12.0%	➖ noise
13	duckdb:duckdb	-4.6%	-0.1%	-4.5%	+10.0%	➖ noise
13	duckdb:vortex-compact	-2.4%	-0.1%	-2.3%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+1.3%	-0.1%	+1.3%	+11.0%	➖ noise
14	datafusion:vortex-compact	-5.7%	-2.4%	-3.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.0%	-2.4%	+1.4%	+10.0%	➖ noise
14	duckdb:duckdb	-1.3%	-2.4%	+1.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.8%	-2.4%	+3.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.7%	-2.4%	+3.2%	+10.0%	➖ noise
15	datafusion:vortex-compact	-3.6%	-4.6%	+1.1%	+13.8%	➖ noise
15	datafusion:vortex-file-compressed	-3.8%	-4.6%	+0.8%	+10.0%	➖ noise
15	duckdb:duckdb	-8.3%	-4.6%	-3.8%	+10.3%	➖ noise
15	duckdb:vortex-compact	-1.8%	-4.6%	+3.0%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.9%	-4.6%	+1.8%	+10.0%	➖ noise
16	datafusion:vortex-compact	-1.6%	-3.9%	+2.4%	+12.2%	➖ noise
16	datafusion:vortex-file-compressed	+1.2%	-3.9%	+5.3%	+17.7%	➖ noise
16	duckdb:duckdb	-8.0%	-3.9%	-4.2%	+15.7%	➖ noise
16	duckdb:vortex-compact	-6.5%	-3.9%	-2.7%	+12.7%	➖ noise
16	duckdb:vortex-file-compressed	-2.1%	-3.9%	+2.0%	+11.4%	➖ noise
17	datafusion:vortex-compact	-1.7%	-7.9%	+6.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.2%	-7.9%	+7.3%	+10.0%	➖ noise
17	duckdb:duckdb	-9.8%	-7.9%	-2.1%	+10.0%	➖ noise
17	duckdb:vortex-compact	-5.4%	-7.9%	+2.7%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.9%	-7.9%	+9.6%	+10.0%	➖ noise
18	datafusion:vortex-compact	-5.3%	+0.0%	-5.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-4.2%	+0.0%	-4.2%	+10.0%	➖ noise
18	duckdb:duckdb	-5.1%	+0.0%	-5.1%	+10.0%	➖ noise
18	duckdb:vortex-compact	-1.3%	+0.0%	-1.3%	+10.8%	➖ noise
18	duckdb:vortex-file-compressed	-1.0%	+0.0%	-1.0%	+12.4%	➖ noise
19	datafusion:vortex-compact	-2.1%	-0.3%	-1.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-4.5%	-0.3%	-4.2%	+10.0%	➖ noise
19	duckdb:duckdb	-6.8%	-0.3%	-6.5%	+10.0%	➖ noise
19	duckdb:vortex-compact	-1.5%	-0.3%	-1.1%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+0.2%	-0.3%	+0.5%	+10.0%	➖ noise
20	datafusion:vortex-compact	-3.0%	+2.7%	-5.6%	+12.9%	➖ noise
20	datafusion:vortex-file-compressed	-1.1%	+2.7%	-3.7%	+10.5%	➖ noise
20	duckdb:duckdb	-9.9%	+2.7%	-12.3%	+11.7%	✅ faster
20	duckdb:vortex-compact	-0.6%	+2.7%	-3.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-0.3%	+2.7%	-3.0%	+10.0%	➖ noise
21	datafusion:vortex-compact	+0.3%	-8.1%	+9.1%	+14.0%	➖ noise
21	datafusion:vortex-file-compressed	-3.2%	-8.1%	+5.3%	+13.9%	➖ noise
21	duckdb:duckdb	-17.2%	-8.1%	-9.9%	+26.1%	➖ noise
21	duckdb:vortex-compact	-5.7%	-8.1%	+2.6%	+18.6%	➖ noise
21	duckdb:vortex-file-compressed	-6.1%	-8.1%	+2.2%	+14.6%	➖ noise
22	datafusion:vortex-compact	-11.6%	-1.3%	-10.4%	+26.6%	➖ noise
22	datafusion:vortex-file-compressed	-5.6%	-1.3%	-4.3%	+34.6%	➖ noise
22	duckdb:duckdb	-5.0%	-1.3%	-3.7%	+12.6%	➖ noise
22	duckdb:vortex-compact	-1.7%	-1.3%	-0.4%	+13.7%	➖ noise
22	duckdb:vortex-file-compressed	-1.0%	-1.3%	+0.3%	+10.6%	➖ noise
23	datafusion:vortex-compact	-2.7%	+3.1%	-5.6%	+12.0%	➖ noise
23	datafusion:vortex-file-compressed	-3.4%	+3.1%	-6.3%	+10.0%	➖ noise
23	duckdb:duckdb	+6.7%	+3.1%	+3.5%	+11.2%	➖ noise
23	duckdb:vortex-compact	+5.4%	+3.1%	+2.2%	+10.9%	➖ noise
23	duckdb:vortex-file-compressed	-8.2%	+3.1%	-11.0%	+15.2%	➖ noise
24	datafusion:vortex-compact	-3.9%	-1.7%	-2.2%	+10.1%	➖ noise
24	datafusion:vortex-file-compressed	+0.6%	-1.7%	+2.3%	+11.2%	➖ noise
24	duckdb:duckdb	-7.1%	-1.7%	-5.5%	+10.4%	➖ noise
24	duckdb:vortex-compact	-3.4%	-1.7%	-1.8%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+0.0%	-1.7%	+1.8%	+16.6%	➖ noise
25	datafusion:vortex-compact	-2.0%	-0.0%	-2.0%	+10.2%	➖ noise
25	datafusion:vortex-file-compressed	-0.2%	-0.0%	-0.1%	+10.0%	➖ noise
25	duckdb:duckdb	-10.3%	-0.0%	-10.3%	+10.0%	✅ faster
25	duckdb:vortex-compact	-4.8%	-0.0%	-4.8%	+12.1%	➖ noise
25	duckdb:vortex-file-compressed	+1.3%	-0.0%	+1.3%	+10.0%	➖ noise
26	datafusion:vortex-compact	-4.5%	-1.3%	-3.3%	+12.0%	➖ noise
26	datafusion:vortex-file-compressed	-4.6%	-1.3%	-3.3%	+12.8%	➖ noise
26	duckdb:duckdb	-8.7%	-1.3%	-7.5%	+13.6%	➖ noise
26	duckdb:vortex-compact	-4.6%	-1.3%	-3.4%	+10.9%	➖ noise
26	duckdb:vortex-file-compressed	-1.8%	-1.3%	-0.5%	+12.2%	➖ noise
27	datafusion:vortex-compact	+0.6%	-2.9%	+3.6%	+11.7%	➖ noise
27	datafusion:vortex-file-compressed	-1.8%	-2.9%	+1.2%	+12.0%	➖ noise
27	duckdb:duckdb	-3.8%	-2.9%	-0.9%	+18.8%	➖ noise
27	duckdb:vortex-compact	-5.0%	-2.9%	-2.2%	+11.0%	➖ noise
27	duckdb:vortex-file-compressed	-2.9%	-2.9%	+0.0%	+19.7%	➖ noise
28	datafusion:vortex-compact	-4.4%	-0.4%	-4.0%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.4%	-0.4%	+0.8%	+10.0%	➖ noise
28	duckdb:duckdb	+1.2%	-0.4%	+1.6%	+10.0%	➖ noise
28	duckdb:vortex-compact	-4.0%	-0.4%	-3.6%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.9%	-0.4%	-0.5%	+10.0%	➖ noise
29	datafusion:vortex-compact	-2.3%	-0.6%	-1.8%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-3.7%	-0.6%	-3.2%	+10.0%	➖ noise
29	duckdb:duckdb	-8.7%	-0.6%	-8.1%	+41.8%	➖ noise
29	duckdb:vortex-compact	-3.9%	-0.6%	-3.3%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+3.1%	-0.6%	+3.7%	+10.0%	➖ noise
30	datafusion:vortex-compact	-3.3%	-4.3%	+1.1%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	-1.8%	-4.3%	+2.6%	+10.0%	➖ noise
30	duckdb:duckdb	-6.1%	-4.3%	-1.8%	+10.0%	➖ noise
30	duckdb:vortex-compact	-3.8%	-4.3%	+0.6%	+17.0%	➖ noise
30	duckdb:vortex-file-compressed	+1.6%	-4.3%	+6.2%	+10.0%	➖ noise
31	datafusion:vortex-compact	-0.4%	-4.7%	+4.5%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-0.8%	-4.7%	+4.0%	+10.0%	➖ noise
31	duckdb:duckdb	-7.5%	-4.7%	-2.9%	+10.7%	➖ noise
31	duckdb:vortex-compact	+1.7%	-4.7%	+6.7%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-5.2%	-4.7%	-0.6%	+11.7%	➖ noise
32	datafusion:vortex-compact	-2.4%	-1.2%	-1.2%	+12.7%	➖ noise
32	datafusion:vortex-file-compressed	-3.3%	-1.2%	-2.1%	+15.4%	➖ noise
32	duckdb:duckdb	-9.2%	-1.2%	-8.1%	+15.6%	➖ noise
32	duckdb:vortex-compact	-6.2%	-1.2%	-5.1%	+13.3%	➖ noise
32	duckdb:vortex-file-compressed	-2.0%	-1.2%	-0.8%	+15.4%	➖ noise
33	datafusion:vortex-compact	+0.9%	+2.0%	-1.1%	+16.0%	➖ noise
33	datafusion:vortex-file-compressed	-6.0%	+2.0%	-7.9%	+10.0%	➖ noise
33	duckdb:duckdb	-1.1%	+2.0%	-3.1%	+10.0%	➖ noise
33	duckdb:vortex-compact	-5.8%	+2.0%	-7.6%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+2.4%	+2.0%	+0.3%	+10.0%	➖ noise
34	datafusion:vortex-compact	-2.0%	-4.0%	+2.0%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-4.4%	-4.0%	-0.5%	+10.0%	➖ noise
34	duckdb:duckdb	-8.4%	-4.0%	-4.6%	+10.8%	➖ noise
34	duckdb:vortex-compact	-0.4%	-4.0%	+3.7%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-1.6%	-4.0%	+2.5%	+10.0%	➖ noise
35	datafusion:vortex-compact	-8.0%	-3.8%	-4.4%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-5.5%	-3.8%	-1.8%	+10.0%	➖ noise
35	duckdb:duckdb	+3.8%	-3.8%	+7.8%	+16.4%	➖ noise
35	duckdb:vortex-compact	+0.8%	-3.8%	+4.8%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-4.5%	-3.8%	-0.8%	+10.0%	➖ noise
36	datafusion:vortex-compact	+1.2%	-1.7%	+3.0%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-4.8%	-1.7%	-3.1%	+10.0%	➖ noise
36	duckdb:duckdb	-3.3%	-1.7%	-1.6%	+10.0%	➖ noise
36	duckdb:vortex-compact	-1.7%	-1.7%	-0.0%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+5.1%	-1.7%	+6.9%	+14.1%	➖ noise
37	datafusion:vortex-compact	-0.2%	-6.2%	+6.4%	+12.3%	➖ noise
37	datafusion:vortex-file-compressed	-4.9%	-6.2%	+1.4%	+10.0%	➖ noise
37	duckdb:duckdb	-14.9%	-6.2%	-9.3%	+19.5%	➖ noise
37	duckdb:vortex-compact	+3.0%	-6.2%	+9.7%	+17.8%	➖ noise
37	duckdb:vortex-file-compressed	+3.5%	-6.2%	+10.3%	+10.9%	➖ noise
38	datafusion:vortex-compact	-6.2%	-1.1%	-5.2%	+11.4%	➖ noise
38	datafusion:vortex-file-compressed	-1.2%	-1.1%	-0.1%	+10.4%	➖ noise
38	duckdb:duckdb	-6.0%	-1.1%	-5.0%	+13.5%	➖ noise
38	duckdb:vortex-compact	+2.8%	-1.1%	+3.9%	+17.8%	➖ noise
38	duckdb:vortex-file-compressed	-8.4%	-1.1%	-7.4%	+13.4%	➖ noise
39	datafusion:vortex-compact	-2.1%	-2.5%	+0.4%	+10.2%	➖ noise
39	datafusion:vortex-file-compressed	-0.1%	-2.5%	+2.5%	+10.0%	➖ noise
39	duckdb:duckdb	-1.8%	-2.5%	+0.8%	+21.6%	➖ noise
39	duckdb:vortex-compact	-1.4%	-2.5%	+1.2%	+11.5%	➖ noise
39	duckdb:vortex-file-compressed	+0.2%	-2.5%	+2.8%	+13.0%	➖ noise
40	datafusion:vortex-compact	-2.2%	+2.2%	-4.3%	+12.7%	➖ noise
40	datafusion:vortex-file-compressed	-2.7%	+2.2%	-4.7%	+11.8%	➖ noise
40	duckdb:duckdb	-4.9%	+2.2%	-6.9%	+11.9%	➖ noise
40	duckdb:vortex-compact	-1.4%	+2.2%	-3.5%	+12.1%	➖ noise
40	duckdb:vortex-file-compressed	+5.1%	+2.2%	+2.9%	+15.8%	➖ noise
41	datafusion:vortex-compact	-8.2%	-2.7%	-5.6%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	-4.8%	-2.7%	-2.1%	+10.0%	➖ noise
41	duckdb:duckdb	-6.8%	-2.7%	-4.2%	+10.0%	➖ noise
41	duckdb:vortex-compact	-2.6%	-2.7%	+0.2%	+10.3%	➖ noise
41	duckdb:vortex-file-compressed	-2.0%	-2.7%	+0.7%	+10.0%	➖ noise
42	datafusion:vortex-compact	-3.6%	-5.2%	+1.7%	+10.2%	➖ noise
42	datafusion:vortex-file-compressed	-3.9%	-5.2%	+1.4%	+20.7%	➖ noise
42	duckdb:duckdb	-11.2%	-5.2%	-6.4%	+14.9%	➖ noise
42	duckdb:vortex-compact	-1.1%	-5.2%	+4.3%	+10.5%	➖ noise
42	duckdb:vortex-file-compressed	-2.9%	-5.2%	+2.4%	+13.4%	➖ noise
43	datafusion:vortex-compact	-1.8%	-4.6%	+2.8%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	-0.6%	-4.6%	+4.1%	+10.0%	➖ noise
43	duckdb:duckdb	-1.0%	-4.6%	+3.7%	+12.4%	➖ noise
43	duckdb:vortex-compact	-5.0%	-4.6%	-0.4%	+10.9%	➖ noise
43	duckdb:vortex-file-compressed	-12.2%	-4.6%	-8.0%	+13.2%	➖ noise
44	datafusion:vortex-compact	-0.6%	-4.5%	+4.0%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	-0.5%	-4.5%	+4.1%	+13.1%	➖ noise
44	duckdb:duckdb	-1.7%	-4.5%	+2.9%	+10.0%	➖ noise
44	duckdb:vortex-compact	-4.1%	-4.5%	+0.4%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+1.5%	-4.5%	+6.3%	+10.0%	➖ noise
45	datafusion:vortex-compact	-6.4%	+0.5%	-6.8%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-3.5%	+0.5%	-4.0%	+10.0%	➖ noise
45	duckdb:duckdb	+0.6%	+0.5%	+0.1%	+10.0%	➖ noise
45	duckdb:vortex-compact	+0.4%	+0.5%	-0.1%	+11.9%	➖ noise
45	duckdb:vortex-file-compressed	-3.8%	+0.5%	-4.3%	+17.4%	➖ noise
46	datafusion:vortex-compact	-1.7%	-2.7%	+1.0%	+10.1%	➖ noise
46	datafusion:vortex-file-compressed	-1.7%	-2.7%	+1.1%	+10.0%	➖ noise
46	duckdb:duckdb	-7.9%	-2.7%	-5.3%	+10.0%	➖ noise
46	duckdb:vortex-compact	+0.8%	-2.7%	+3.6%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-1.4%	-2.7%	+1.3%	+10.0%	➖ noise
47	datafusion:vortex-compact	-4.7%	-1.5%	-3.3%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	-3.7%	-1.5%	-2.2%	+10.0%	➖ noise
47	duckdb:duckdb	-0.9%	-1.5%	+0.6%	+10.0%	➖ noise
47	duckdb:vortex-compact	-0.8%	-1.5%	+0.7%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-0.6%	-1.5%	+0.9%	+10.0%	➖ noise
48	datafusion:vortex-compact	+0.4%	-1.3%	+1.7%	+15.8%	➖ noise
48	datafusion:vortex-file-compressed	+4.2%	-1.3%	+5.6%	+10.0%	➖ noise
48	duckdb:duckdb	+4.0%	-1.3%	+5.4%	+10.0%	➖ noise
48	duckdb:vortex-compact	-0.1%	-1.3%	+1.2%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-2.4%	-1.3%	-1.2%	+10.0%	➖ noise
49	datafusion:vortex-compact	-6.5%	+5.1%	-11.0%	+10.0%	✅ faster
49	datafusion:vortex-file-compressed	-3.8%	+5.1%	-8.4%	+10.0%	➖ noise
49	duckdb:duckdb	+8.2%	+5.1%	+2.9%	+15.2%	➖ noise
49	duckdb:vortex-compact	+3.5%	+5.1%	-1.5%	+12.6%	➖ noise
49	duckdb:vortex-file-compressed	+7.5%	+5.1%	+2.2%	+21.6%	➖ noise
50	datafusion:vortex-compact	+3.2%	-2.0%	+5.2%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-1.6%	-2.0%	+0.4%	+10.1%	➖ noise
50	duckdb:duckdb	-5.2%	-2.0%	-3.3%	+10.2%	➖ noise
50	duckdb:vortex-compact	-1.0%	-2.0%	+1.0%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+0.7%	-2.0%	+2.7%	+10.1%	➖ noise
51	datafusion:vortex-compact	-3.1%	-2.2%	-1.0%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+1.9%	-2.2%	+4.2%	+10.5%	➖ noise
51	duckdb:duckdb	-2.8%	-2.2%	-0.6%	+10.0%	➖ noise
51	duckdb:vortex-compact	-0.8%	-2.2%	+1.5%	+18.1%	➖ noise
51	duckdb:vortex-file-compressed	-1.0%	-2.2%	+1.3%	+10.0%	➖ noise
52	datafusion:vortex-compact	-6.5%	+1.3%	-7.7%	+11.2%	➖ noise
52	datafusion:vortex-file-compressed	+6.6%	+1.3%	+5.2%	+21.0%	➖ noise
52	duckdb:duckdb	-2.7%	+1.3%	-3.9%	+17.8%	➖ noise
52	duckdb:vortex-compact	-2.0%	+1.3%	-3.3%	+10.0%	➖ noise
52	duckdb:vortex-file-compressed	-8.2%	+1.3%	-9.4%	+25.0%	➖ noise
53	datafusion:vortex-compact	-3.4%	-1.2%	-2.2%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	-1.9%	-1.2%	-0.7%	+10.0%	➖ noise
53	duckdb:duckdb	-0.8%	-1.2%	+0.4%	+10.0%	➖ noise
53	duckdb:vortex-compact	-2.0%	-1.2%	-0.8%	+13.4%	➖ noise
53	duckdb:vortex-file-compressed	+0.4%	-1.2%	+1.7%	+10.0%	➖ noise
54	datafusion:vortex-compact	-1.8%	-3.2%	+1.4%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	-2.0%	-3.2%	+1.2%	+10.0%	➖ noise
54	duckdb:duckdb	-4.6%	-3.2%	-1.5%	+10.0%	➖ noise
54	duckdb:vortex-compact	-7.4%	-3.2%	-4.4%	+10.3%	➖ noise
54	duckdb:vortex-file-compressed	-1.3%	-3.2%	+2.0%	+10.0%	➖ noise
55	datafusion:vortex-compact	-2.6%	-3.4%	+0.8%	+10.0%	➖ noise
55	datafusion:vortex-file-compressed	-4.2%	-3.4%	-0.9%	+10.0%	➖ noise
55	duckdb:duckdb	-8.3%	-3.4%	-5.1%	+17.1%	➖ noise
55	duckdb:vortex-compact	-0.3%	-3.4%	+3.2%	+10.0%	➖ noise
55	duckdb:vortex-file-compressed	-1.6%	-3.4%	+1.8%	+10.4%	➖ noise
56	datafusion:vortex-compact	-2.1%	+0.3%	-2.4%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-1.5%	+0.3%	-1.8%	+10.0%	➖ noise
56	duckdb:duckdb	-7.0%	+0.3%	-7.3%	+10.0%	➖ noise
56	duckdb:vortex-compact	+0.8%	+0.3%	+0.5%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	-6.3%	+0.3%	-6.6%	+19.0%	➖ noise
57	datafusion:vortex-compact	-4.6%	-0.1%	-4.6%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	-2.0%	-0.1%	-1.9%	+10.0%	➖ noise
57	duckdb:duckdb	+2.8%	-0.1%	+2.9%	+10.5%	➖ noise
57	duckdb:vortex-compact	-1.2%	-0.1%	-1.1%	+10.7%	➖ noise
57	duckdb:vortex-file-compressed	-1.9%	-0.1%	-1.9%	+10.0%	➖ noise
58	datafusion:vortex-compact	-1.6%	+1.0%	-2.5%	+11.3%	➖ noise
58	datafusion:vortex-file-compressed	-2.7%	+1.0%	-3.6%	+10.0%	➖ noise
58	duckdb:duckdb	-7.1%	+1.0%	-8.0%	+17.9%	➖ noise
58	duckdb:vortex-compact	-1.2%	+1.0%	-2.1%	+15.4%	➖ noise
58	duckdb:vortex-file-compressed	-2.2%	+1.0%	-3.1%	+12.3%	➖ noise
59	datafusion:vortex-compact	-2.9%	-1.1%	-1.8%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-1.7%	-1.1%	-0.7%	+10.0%	➖ noise
59	duckdb:duckdb	-3.9%	-1.1%	-2.9%	+10.0%	➖ noise
59	duckdb:vortex-compact	-8.8%	-1.1%	-7.8%	+15.6%	➖ noise
59	duckdb:vortex-file-compressed	-2.1%	-1.1%	-1.0%	+10.0%	➖ noise
60	datafusion:vortex-compact	-4.9%	-0.9%	-4.1%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	-4.5%	-0.9%	-3.7%	+10.0%	➖ noise
60	duckdb:duckdb	-9.0%	-0.9%	-8.2%	+10.0%	➖ noise
60	duckdb:vortex-compact	+0.9%	-0.9%	+1.8%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	-4.5%	-0.9%	-3.6%	+10.0%	➖ noise
61	datafusion:vortex-compact	-1.9%	-0.1%	-1.9%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-4.2%	-0.1%	-4.1%	+10.0%	➖ noise
61	duckdb:duckdb	-7.8%	-0.1%	-7.7%	+10.0%	➖ noise
61	duckdb:vortex-compact	+5.0%	-0.1%	+5.0%	+10.7%	➖ noise
61	duckdb:vortex-file-compressed	+16.0%	-0.1%	+16.1%	+17.3%	➖ noise
62	datafusion:vortex-compact	-13.1%	+9.4%	-20.6%	+27.5%	➖ noise
62	datafusion:vortex-file-compressed	+18.4%	+9.4%	+8.3%	+29.1%	➖ noise
62	duckdb:duckdb	-7.8%	+9.4%	-15.7%	+15.4%	✅ faster
62	duckdb:vortex-compact	-15.4%	+9.4%	-22.6%	+21.3%	✅ faster
62	duckdb:vortex-file-compressed	+2.2%	+9.4%	-6.6%	+17.6%	➖ noise
63	datafusion:vortex-compact	-0.6%	+0.1%	-0.8%	+20.4%	➖ noise
63	datafusion:vortex-file-compressed	-1.0%	+0.1%	-1.2%	+10.0%	➖ noise
63	duckdb:duckdb	-5.3%	+0.1%	-5.4%	+10.0%	➖ noise
63	duckdb:vortex-compact	-0.6%	+0.1%	-0.7%	+14.9%	➖ noise
63	duckdb:vortex-file-compressed	+2.4%	+0.1%	+2.3%	+10.0%	➖ noise
64	datafusion:vortex-compact	-2.8%	-3.8%	+1.1%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-2.4%	-3.8%	+1.5%	+10.0%	➖ noise
64	duckdb:duckdb	-5.8%	-3.8%	-2.0%	+10.0%	➖ noise
64	duckdb:vortex-compact	-2.7%	-3.8%	+1.2%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-3.3%	-3.8%	+0.6%	+11.6%	➖ noise
65	datafusion:vortex-compact	-3.3%	-2.1%	-1.2%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	-0.4%	-2.1%	+1.7%	+16.8%	➖ noise
65	duckdb:duckdb	-4.5%	-2.1%	-2.5%	+14.8%	➖ noise
65	duckdb:vortex-compact	-1.4%	-2.1%	+0.7%	+18.0%	➖ noise
65	duckdb:vortex-file-compressed	+1.8%	-2.1%	+3.9%	+37.1%	➖ noise
66	datafusion:vortex-compact	-5.3%	-5.1%	-0.2%	+10.0%	➖ noise
66	datafusion:vortex-file-compressed	-2.2%	-5.1%	+3.1%	+10.0%	➖ noise
66	duckdb:duckdb	-3.5%	-5.1%	+1.7%	+14.0%	➖ noise
66	duckdb:vortex-compact	-6.1%	-5.1%	-1.0%	+11.1%	➖ noise
66	duckdb:vortex-file-compressed	-1.4%	-5.1%	+3.9%	+12.5%	➖ noise
67	datafusion:vortex-compact	-3.9%	-1.9%	-2.0%	+12.8%	➖ noise
67	datafusion:vortex-file-compressed	-8.6%	-1.9%	-6.8%	+10.6%	➖ noise
67	duckdb:duckdb	-1.3%	-1.9%	+0.6%	+10.0%	➖ noise
67	duckdb:vortex-compact	-3.4%	-1.9%	-1.5%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+2.3%	-1.9%	+4.2%	+10.0%	➖ noise
68	datafusion:vortex-compact	-3.0%	-1.9%	-1.1%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-11.2%	-1.9%	-9.4%	+10.0%	✅ faster
68	duckdb:duckdb	-3.3%	-1.9%	-1.4%	+10.0%	➖ noise
68	duckdb:vortex-compact	-0.9%	-1.9%	+1.0%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-3.0%	-1.9%	-1.1%	+10.0%	➖ noise
69	datafusion:vortex-compact	-3.2%	-1.6%	-1.7%	+19.6%	➖ noise
69	datafusion:vortex-file-compressed	-10.7%	-1.6%	-9.3%	+10.9%	➖ noise
69	duckdb:duckdb	-8.3%	-1.6%	-6.8%	+12.5%	➖ noise
69	duckdb:vortex-compact	-2.2%	-1.6%	-0.7%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+0.1%	-1.6%	+1.7%	+10.0%	➖ noise
70	datafusion:vortex-compact	-4.4%	-1.6%	-2.8%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	-7.0%	-1.6%	-5.4%	+13.5%	➖ noise
70	duckdb:duckdb	-2.2%	-1.6%	-0.6%	+12.3%	➖ noise
70	duckdb:vortex-compact	+0.4%	-1.6%	+2.0%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	-2.2%	-1.6%	-0.6%	+10.5%	➖ noise
71	datafusion:vortex-compact	-3.8%	-0.8%	-3.0%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	-8.4%	-0.8%	-7.7%	+10.0%	➖ noise
71	duckdb:duckdb	-4.3%	-0.8%	-3.5%	+14.3%	➖ noise
71	duckdb:vortex-compact	+2.5%	-0.8%	+3.3%	+16.2%	➖ noise
71	duckdb:vortex-file-compressed	-1.3%	-0.8%	-0.5%	+10.0%	➖ noise
72	datafusion:vortex-compact	-3.2%	-1.8%	-1.5%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-16.1%	-1.8%	-14.6%	+10.2%	✅ faster
72	duckdb:duckdb	+1.5%	-1.8%	+3.3%	+10.0%	➖ noise
72	duckdb:vortex-compact	-2.2%	-1.8%	-0.4%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+0.4%	-1.8%	+2.2%	+10.0%	➖ noise
73	datafusion:vortex-compact	-2.6%	-2.6%	+0.0%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+0.6%	-2.6%	+3.3%	+10.0%	➖ noise
73	duckdb:duckdb	-0.3%	-2.6%	+2.4%	+13.1%	➖ noise
73	duckdb:vortex-compact	-0.7%	-2.6%	+2.0%	+10.5%	➖ noise
73	duckdb:vortex-file-compressed	-3.3%	-2.6%	-0.7%	+24.4%	➖ noise
74	datafusion:vortex-compact	-2.7%	-0.2%	-2.6%	+10.9%	➖ noise
74	datafusion:vortex-file-compressed	-7.5%	-0.2%	-7.4%	+10.2%	➖ noise
74	duckdb:duckdb	-0.6%	-0.2%	-0.4%	+10.0%	➖ noise
74	duckdb:vortex-compact	-7.1%	-0.2%	-7.0%	+20.9%	➖ noise
74	duckdb:vortex-file-compressed	-11.8%	-0.2%	-11.6%	+24.7%	➖ noise
75	datafusion:vortex-compact	-2.8%	-2.0%	-0.8%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-3.4%	-2.0%	-1.5%	+10.0%	➖ noise
75	duckdb:duckdb	-2.3%	-2.0%	-0.3%	+10.2%	➖ noise
75	duckdb:vortex-compact	-3.9%	-2.0%	-1.9%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	-1.1%	-2.0%	+0.9%	+13.2%	➖ noise
76	datafusion:vortex-compact	-4.7%	-2.8%	-2.0%	+11.4%	➖ noise
76	datafusion:vortex-file-compressed	-2.3%	-2.8%	+0.5%	+32.5%	➖ noise
76	duckdb:duckdb	+2.9%	-2.8%	+5.8%	+15.8%	➖ noise
76	duckdb:vortex-compact	-5.5%	-2.8%	-2.8%	+11.0%	➖ noise
76	duckdb:vortex-file-compressed	-2.2%	-2.8%	+0.6%	+16.2%	➖ noise
77	datafusion:vortex-compact	-3.5%	+0.8%	-4.2%	+11.3%	➖ noise
77	datafusion:vortex-file-compressed	-3.7%	+0.8%	-4.5%	+10.0%	➖ noise
77	duckdb:duckdb	-3.2%	+0.8%	-4.0%	+14.9%	➖ noise
77	duckdb:vortex-compact	-8.1%	+0.8%	-8.9%	+15.3%	➖ noise
77	duckdb:vortex-file-compressed	+1.9%	+0.8%	+1.1%	+13.8%	➖ noise
78	datafusion:vortex-compact	-4.6%	-0.2%	-4.3%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	-4.6%	-0.2%	-4.4%	+10.0%	➖ noise
78	duckdb:duckdb	-3.9%	-0.2%	-3.7%	+10.0%	➖ noise
78	duckdb:vortex-compact	+1.5%	-0.2%	+1.7%	+12.1%	➖ noise
78	duckdb:vortex-file-compressed	+3.2%	-0.2%	+3.5%	+10.0%	➖ noise
79	datafusion:vortex-compact	+0.8%	-0.9%	+1.7%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	-2.4%	-0.9%	-1.5%	+17.1%	➖ noise
79	duckdb:duckdb	-4.7%	-0.9%	-3.8%	+10.0%	➖ noise
79	duckdb:vortex-compact	-4.3%	-0.9%	-3.4%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-3.2%	-0.9%	-2.3%	+16.9%	➖ noise
80	datafusion:vortex-compact	-0.7%	+0.4%	-1.1%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-7.9%	+0.4%	-8.3%	+10.0%	➖ noise
80	duckdb:duckdb	-5.6%	+0.4%	-6.0%	+11.4%	➖ noise
80	duckdb:vortex-compact	-4.0%	+0.4%	-4.4%	+10.3%	➖ noise
80	duckdb:vortex-file-compressed	-9.9%	+0.4%	-10.2%	+14.8%	➖ noise
81	datafusion:vortex-compact	-7.0%	+0.5%	-7.4%	+16.7%	➖ noise
81	datafusion:vortex-file-compressed	-4.5%	+0.5%	-4.9%	+10.0%	➖ noise
81	duckdb:duckdb	-9.7%	+0.5%	-10.1%	+10.0%	✅ faster
81	duckdb:vortex-compact	-8.9%	+0.5%	-9.4%	+12.9%	➖ noise
81	duckdb:vortex-file-compressed	-3.7%	+0.5%	-4.1%	+10.0%	➖ noise
82	datafusion:vortex-compact	-4.7%	-3.1%	-1.7%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-4.0%	-3.1%	-0.9%	+10.0%	➖ noise
82	duckdb:duckdb	-15.0%	-3.1%	-12.2%	+14.1%	➖ noise
82	duckdb:vortex-compact	-10.6%	-3.1%	-7.8%	+10.2%	➖ noise
82	duckdb:vortex-file-compressed	-5.3%	-3.1%	-2.3%	+10.0%	➖ noise
83	datafusion:vortex-compact	-0.4%	+1.0%	-1.4%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-5.2%	+1.0%	-6.1%	+10.1%	➖ noise
83	duckdb:duckdb	-10.1%	+1.0%	-11.0%	+14.7%	➖ noise
83	duckdb:vortex-compact	-6.5%	+1.0%	-7.4%	+23.3%	➖ noise
83	duckdb:vortex-file-compressed	-4.1%	+1.0%	-5.0%	+11.4%	➖ noise
84	datafusion:vortex-compact	-5.5%	+0.7%	-6.2%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	-3.5%	+0.7%	-4.2%	+22.6%	➖ noise
84	duckdb:duckdb	-8.2%	+0.7%	-8.9%	+10.0%	➖ noise
84	duckdb:vortex-compact	-8.7%	+0.7%	-9.4%	+10.0%	✅ faster
84	duckdb:vortex-file-compressed	-8.0%	+0.7%	-8.7%	+10.0%	➖ noise
85	datafusion:vortex-compact	-3.4%	-1.2%	-2.3%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	-6.1%	-1.2%	-5.0%	+10.0%	➖ noise
85	duckdb:duckdb	-4.8%	-1.2%	-3.7%	+10.0%	➖ noise
85	duckdb:vortex-compact	-1.2%	-1.2%	-0.0%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	-2.0%	-1.2%	-0.9%	+10.0%	➖ noise
86	datafusion:vortex-compact	+2.8%	-2.8%	+5.7%	+17.6%	➖ noise
86	datafusion:vortex-file-compressed	-4.5%	-2.8%	-1.8%	+17.0%	➖ noise
86	duckdb:duckdb	-6.8%	-2.8%	-4.2%	+12.1%	➖ noise
86	duckdb:vortex-compact	-9.8%	-2.8%	-7.3%	+17.1%	➖ noise
86	duckdb:vortex-file-compressed	+1.6%	-2.8%	+4.5%	+12.0%	➖ noise
87	datafusion:vortex-compact	+0.3%	+0.2%	+0.1%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-0.1%	+0.2%	-0.3%	+10.0%	➖ noise
87	duckdb:duckdb	-8.0%	+0.2%	-8.2%	+14.0%	➖ noise
87	duckdb:vortex-compact	-2.1%	+0.2%	-2.3%	+10.0%	➖ noise
87	duckdb:vortex-file-compressed	+0.6%	+0.2%	+0.4%	+10.9%	➖ noise
88	datafusion:vortex-compact	-0.2%	-1.4%	+1.2%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-7.2%	-1.4%	-5.8%	+10.0%	➖ noise
88	duckdb:duckdb	-3.8%	-1.4%	-2.4%	+10.0%	➖ noise
88	duckdb:vortex-compact	-3.0%	-1.4%	-1.5%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	-2.3%	-1.4%	-0.8%	+10.0%	➖ noise
89	datafusion:vortex-compact	-7.9%	-2.7%	-5.4%	+16.2%	➖ noise
89	datafusion:vortex-file-compressed	-5.0%	-2.7%	-2.3%	+13.7%	➖ noise
89	duckdb:duckdb	-4.7%	-2.7%	-2.0%	+10.7%	➖ noise
89	duckdb:vortex-compact	-4.8%	-2.7%	-2.1%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+1.2%	-2.7%	+4.1%	+15.5%	➖ noise
90	datafusion:vortex-compact	-0.1%	-3.8%	+3.8%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-7.8%	-3.8%	-4.2%	+10.0%	➖ noise
90	duckdb:duckdb	-7.4%	-3.8%	-3.8%	+11.9%	➖ noise
90	duckdb:vortex-compact	-2.8%	-3.8%	+1.0%	+11.3%	➖ noise
90	duckdb:vortex-file-compressed	-5.7%	-3.8%	-2.0%	+11.5%	➖ noise
91	datafusion:vortex-compact	-2.4%	-4.0%	+1.6%	+10.7%	➖ noise
91	datafusion:vortex-file-compressed	-5.2%	-4.0%	-1.2%	+10.0%	➖ noise
91	duckdb:duckdb	-6.9%	-4.0%	-3.0%	+10.0%	➖ noise
91	duckdb:vortex-compact	+2.5%	-4.0%	+6.8%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	-3.1%	-4.0%	+0.9%	+10.0%	➖ noise
92	datafusion:vortex-compact	-7.5%	-9.8%	+2.5%	+21.0%	➖ noise
92	datafusion:vortex-file-compressed	-5.3%	-9.8%	+5.0%	+10.0%	➖ noise
92	duckdb:duckdb	-6.6%	-9.8%	+3.6%	+16.0%	➖ noise
92	duckdb:vortex-compact	-16.4%	-9.8%	-7.3%	+21.8%	➖ noise
92	duckdb:vortex-file-compressed	-19.0%	-9.8%	-10.2%	+21.2%	➖ noise
93	datafusion:vortex-compact	-1.7%	-1.3%	-0.4%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-1.3%	-1.3%	+0.0%	+13.9%	➖ noise
93	duckdb:duckdb	-4.3%	-1.3%	-3.0%	+10.0%	➖ noise
93	duckdb:vortex-compact	-10.8%	-1.3%	-9.7%	+10.0%	✅ faster
93	duckdb:vortex-file-compressed	-2.0%	-1.3%	-0.7%	+11.9%	➖ noise
94	datafusion:vortex-compact	+5.3%	-4.5%	+10.3%	+12.5%	➖ noise
94	datafusion:vortex-file-compressed	-4.7%	-4.5%	-0.3%	+10.0%	➖ noise
94	duckdb:duckdb	-0.6%	-4.5%	+4.1%	+10.0%	➖ noise
94	duckdb:vortex-compact	-3.8%	-4.5%	+0.7%	+10.9%	➖ noise
94	duckdb:vortex-file-compressed	-0.6%	-4.5%	+4.1%	+15.9%	➖ noise
95	datafusion:vortex-compact	-6.9%	-0.8%	-6.1%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	-5.7%	-0.8%	-4.9%	+10.5%	➖ noise
95	duckdb:duckdb	-6.3%	-0.8%	-5.5%	+18.4%	➖ noise
95	duckdb:vortex-compact	-4.2%	-0.8%	-3.4%	+14.7%	➖ noise
95	duckdb:vortex-file-compressed	+7.6%	-0.8%	+8.5%	+19.5%	➖ noise
96	datafusion:vortex-compact	-1.6%	-3.7%	+2.2%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	-10.5%	-3.7%	-7.1%	+11.8%	➖ noise
96	duckdb:duckdb	-11.3%	-3.7%	-7.9%	+12.9%	➖ noise
96	duckdb:vortex-compact	-0.8%	-3.7%	+3.0%	+13.4%	➖ noise
96	duckdb:vortex-file-compressed	-1.3%	-3.7%	+2.5%	+13.5%	➖ noise
97	datafusion:vortex-compact	-3.6%	-1.8%	-1.9%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-6.7%	-1.8%	-5.0%	+10.0%	➖ noise
97	duckdb:duckdb	-2.4%	-1.8%	-0.6%	+14.9%	➖ noise
97	duckdb:vortex-compact	-12.1%	-1.8%	-10.5%	+13.9%	➖ noise
97	duckdb:vortex-file-compressed	-2.4%	-1.8%	-0.6%	+10.0%	➖ noise
98	datafusion:vortex-compact	-6.6%	-3.8%	-2.9%	+12.4%	➖ noise
98	datafusion:vortex-file-compressed	-1.5%	-3.8%	+2.4%	+10.0%	➖ noise
98	duckdb:duckdb	+0.4%	-3.8%	+4.3%	+13.9%	➖ noise
98	duckdb:vortex-compact	+0.6%	-3.8%	+4.5%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	-1.3%	-3.8%	+2.6%	+10.0%	➖ noise
99	datafusion:vortex-compact	-3.1%	-5.9%	+3.0%	+19.9%	➖ noise
99	datafusion:vortex-file-compressed	-15.6%	-5.9%	-10.3%	+17.4%	➖ noise
99	duckdb:duckdb	-3.5%	-5.9%	+2.6%	+28.3%	➖ noise
99	duckdb:vortex-compact	-2.3%	-5.9%	+3.8%	+18.4%	➖ noise
99	duckdb:vortex-file-compressed	-3.9%	-5.9%	+2.1%	+20.8%	➖ noise

github-actions · 2026-05-07T10:21:30Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-05-07T10:23:58Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.6%
Vortex (geomean): 0.994x ➖
Parquet (geomean): 0.978x ➖
Shifts: Parquet (control) -2.2% · Median polish +0.7%

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

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	29954534	39770585	0.75
fineweb_q01/datafusion:vortex-file-compressed	548580015	576462037	0.95
fineweb_q02/datafusion:vortex-file-compressed	492823866	487461392	1.01
fineweb_q03/datafusion:vortex-file-compressed	1388999675	1397919483	0.99
fineweb_q04/datafusion:vortex-file-compressed	1368202118	1372760924	1.00
fineweb_q05/datafusion:vortex-file-compressed	1361023700	1416250750	0.96
fineweb_q06/datafusion:vortex-file-compressed	1503632666	1535539363	0.98
fineweb_q07/datafusion:vortex-file-compressed	1390550031	1403939983	0.99
fineweb_q08/datafusion:vortex-file-compressed	534819054	501067459	1.07

datafusion / vortex-compact (1.039x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	33092542	35479616	0.93
fineweb_q01/datafusion:vortex-compact	643470148	517095390	1.24
fineweb_q02/datafusion:vortex-compact	541417836	513413174	1.05
fineweb_q03/datafusion:vortex-compact	1493719242	1497333743	1.00
fineweb_q04/datafusion:vortex-compact	1814015846	1722511149	1.05
fineweb_q05/datafusion:vortex-compact	1457555081	1430143086	1.02
fineweb_q06/datafusion:vortex-compact	1347560326	1389300519	0.97
fineweb_q07/datafusion:vortex-compact	1272703644	1134328004	1.12
fineweb_q08/datafusion:vortex-compact	393555622	398432520	0.99

datafusion / parquet (0.961x ➖, 1↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1388221985	1652969514	0.84
fineweb_q01/datafusion:parquet	1977030334	1841362594	1.07
fineweb_q02/datafusion:parquet	2067642953	1767989932	1.17
fineweb_q03/datafusion:parquet	1937505784	1779915853	1.09
fineweb_q04/datafusion:parquet	2204061295	1991414785	1.11
fineweb_q05/datafusion:parquet	2008961884	2258548474	0.89
fineweb_q06/datafusion:parquet	1872407682	1950534654	0.96
fineweb_q07/datafusion:parquet 🚀	1836803295	2673025061	0.69
fineweb_q08/datafusion:parquet	1849935138	1974993484	0.94

duckdb / vortex-file-compressed (0.972x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	92293174	84656123	1.09
fineweb_q01/duckdb:vortex-file-compressed	615685661	587505540	1.05
fineweb_q02/duckdb:vortex-file-compressed	477320153	611856046	0.78
fineweb_q03/duckdb:vortex-file-compressed	1450358752	1451420057	1.00
fineweb_q04/duckdb:vortex-file-compressed	1489709772	1526194833	0.98
fineweb_q05/duckdb:vortex-file-compressed	1443168931	1445895730	1.00
fineweb_q06/duckdb:vortex-file-compressed	1650790375	1646146636	1.00
fineweb_q07/duckdb:vortex-file-compressed	1433329773	1414215592	1.01
fineweb_q08/duckdb:vortex-file-compressed	646676417	736725821	0.88

duckdb / vortex-compact (1.002x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	83513169	85895370	0.97
fineweb_q01/duckdb:vortex-compact	573447715	554288184	1.03
fineweb_q02/duckdb:vortex-compact	548345292	570980971	0.96
fineweb_q03/duckdb:vortex-compact	1653308418	1580337661	1.05
fineweb_q04/duckdb:vortex-compact	1728685988	1748557591	0.99
fineweb_q05/duckdb:vortex-compact	1522638571	1449960215	1.05
fineweb_q06/duckdb:vortex-compact	1481942143	1408594959	1.05
fineweb_q07/duckdb:vortex-compact	1265175559	1340544358	0.94
fineweb_q08/duckdb:vortex-compact	487748611	497500808	0.98

duckdb / parquet (0.995x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1164655070	1178489125	0.99
fineweb_q01/duckdb:parquet	1364443629	1434803290	0.95
fineweb_q02/duckdb:parquet	1367060040	1353057758	1.01
fineweb_q03/duckdb:parquet	3664504919	3946915358	0.93
fineweb_q04/duckdb:parquet	1941598881	1871136269	1.04
fineweb_q05/duckdb:parquet	2211047880	2088846129	1.06
fineweb_q06/duckdb:parquet	4527665953	4525604815	1.00
fineweb_q07/duckdb:parquet	2612041486	2578457445	1.01
fineweb_q08/duckdb:parquet	1098399727	1122949480	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-6.7%	-8.9%	+2.4%	+189.6%	➖ noise
0	datafusion:vortex-file-compressed	-24.7%	-8.9%	-17.3%	+206.2%	➖ noise
0	duckdb:vortex-compact	-2.8%	-8.9%	+6.7%	+90.8%	➖ noise
0	duckdb:vortex-file-compressed	+9.0%	-8.9%	+19.7%	+73.9%	➖ noise
1	datafusion:vortex-compact	+24.4%	+1.0%	+23.2%	+78.0%	➖ noise
1	datafusion:vortex-file-compressed	-4.8%	+1.0%	-5.8%	+78.6%	➖ noise
1	duckdb:vortex-compact	+3.5%	+1.0%	+2.4%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	+4.8%	+1.0%	+3.7%	+39.5%	➖ noise
2	datafusion:vortex-compact	+5.5%	+8.7%	-3.0%	+37.2%	➖ noise
2	datafusion:vortex-file-compressed	+1.1%	+8.7%	-7.0%	+30.0%	➖ noise
2	duckdb:vortex-compact	-4.0%	+8.7%	-11.7%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-22.0%	+8.7%	-28.2%	+58.9%	➖ noise
3	datafusion:vortex-compact	-0.2%	+0.5%	-0.8%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-0.6%	+0.5%	-1.2%	+30.0%	➖ noise
3	duckdb:vortex-compact	+4.6%	+0.5%	+4.1%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.1%	+0.5%	-0.6%	+30.0%	➖ noise
4	datafusion:vortex-compact	+5.3%	+7.2%	-1.7%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.3%	+7.2%	-7.0%	+30.0%	➖ noise
4	duckdb:vortex-compact	-1.1%	+7.2%	-7.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.4%	+7.2%	-8.9%	+30.0%	➖ noise
5	datafusion:vortex-compact	+1.9%	-3.0%	+5.0%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-3.9%	-3.0%	-1.0%	+30.0%	➖ noise
5	duckdb:vortex-compact	+5.0%	-3.0%	+8.2%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.2%	-3.0%	+2.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-3.0%	-2.0%	-1.0%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.1%	-2.0%	-0.1%	+30.0%	➖ noise
6	duckdb:vortex-compact	+5.2%	-2.0%	+7.4%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.3%	-2.0%	+2.3%	+30.0%	➖ noise
7	datafusion:vortex-compact	+12.2%	-16.6%	+34.5%	+30.0%	🚨 regression
7	datafusion:vortex-file-compressed	-1.0%	-16.6%	+18.7%	+30.0%	➖ noise
7	duckdb:vortex-compact	-5.6%	-16.6%	+13.1%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.4%	-16.6%	+21.5%	+30.0%	➖ noise
8	datafusion:vortex-compact	-1.2%	-4.3%	+3.2%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+6.7%	-4.3%	+11.5%	+30.0%	➖ noise
8	duckdb:vortex-compact	-2.0%	-4.3%	+2.4%	+38.6%	➖ noise
8	duckdb:vortex-file-compressed	-12.2%	-4.3%	-8.3%	+62.5%	➖ noise

github-actions · 2026-05-07T10:26:49Z

Benchmarks: Random Access

Vortex (geomean): 0.959x ➖
Parquet (geomean): 0.983x ➖

unknown / unknown (0.967x ➖, 5↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2039654	2409363	0.85
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1475571	1489314	0.99
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8187389173	8451898736	0.97
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8170708942	8377197276	0.98
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7924599	7884408	1.01
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	6580201	7206443	0.91
random-access/feature-vectors/uniform/lance-tokio-local-disk	5738172	5795105	0.99
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6527098	6579455	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8145874084	8345008431	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8111486167	8429648060	0.96
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13209882	13263220	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12940229	13126572	0.99
random-access/lance-tokio-local-disk	758819	763691	0.99
random-access/lance-tokio-local-disk-footer	1299573	1322630	0.98
random-access/nested-lists/correlated/lance-tokio-local-disk	249378	250175	1.00
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	620867	626559	0.99
random-access/nested-lists/correlated/parquet-tokio-local-disk	126849423	128112427	0.99
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	126893042	128154950	0.99
random-access/nested-lists/correlated/vortex-tokio-local-disk	569376	592779	0.96
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	564496	561644	1.01
random-access/nested-lists/uniform/lance-tokio-local-disk	1055598	1124302	0.94
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1432512	1500752	0.95
random-access/nested-lists/uniform/parquet-tokio-local-disk	128037469	128109909	1.00
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	126908333	127729601	0.99
random-access/nested-lists/uniform/vortex-tokio-local-disk	2073973	2092909	0.99
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2067543	2092742	0.99
random-access/nested-structs/correlated/lance-tokio-local-disk	389308	399044	0.98
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	590973	598415	0.99
random-access/nested-structs/correlated/parquet-tokio-local-disk	20141509	21211885	0.95
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	20535060	20616655	1.00
random-access/nested-structs/correlated/vortex-tokio-local-disk	735759	751824	0.98
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	727113	766326	0.95
random-access/nested-structs/uniform/lance-tokio-local-disk	2567559	2783982	0.92
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2785935	2998310	0.93
random-access/nested-structs/uniform/parquet-tokio-local-disk	20212088	20565742	0.98
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	20279122	21188953	0.96
random-access/nested-structs/uniform/vortex-tokio-local-disk	1643749	1587028	1.04
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1616571	1658564	0.97
random-access/parquet-tokio-local-disk	165079215	165289419	1.00
random-access/parquet-tokio-local-disk-footer	164151781	165533078	0.99
random-access/taxi/correlated/lance-tokio-local-disk	936845	952004	0.98
random-access/taxi/correlated/lance-tokio-local-disk-footer	1564810	1598348	0.98
random-access/taxi/correlated/parquet-tokio-local-disk	247317338	251566709	0.98
random-access/taxi/correlated/parquet-tokio-local-disk-footer	249567407	248488268	1.00
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1530130	1777352	0.86
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1693871	1789668	0.95
random-access/taxi/uniform/lance-tokio-local-disk	9261171	9950049	0.93
random-access/taxi/uniform/lance-tokio-local-disk-footer 🚀	9904316	11336563	0.87
random-access/taxi/uniform/parquet-tokio-local-disk	264623892	267216492	0.99
random-access/taxi/uniform/parquet-tokio-local-disk-footer	263478116	265241109	0.99
random-access/taxi/uniform/vortex-tokio-local-disk	4468392	4610144	0.97
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4439823	4601600	0.96
random-access/vortex-tokio-local-disk 🚀	1187327	1358686	0.87
random-access/vortex-tokio-local-disk-footer 🚀	1199704	1350856	0.89

github-actions · 2026-05-07T10:27:43Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Vortex (geomean): 1.007x ➖
Parquet (geomean): 1.008x ➖
Shifts: Parquet (control) +0.8% · Median polish +0.2%

duckdb / vortex-file-compressed (1.026x ➖, 0↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11653738	12155742	0.96
statpopgen_q01/duckdb:vortex-file-compressed 🚨	27770324	20585092	1.35
statpopgen_q02/duckdb:vortex-file-compressed	1402187499	1382684632	1.01
statpopgen_q03/duckdb:vortex-file-compressed	3196464891	3183435289	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3142754928	3174305647	0.99
statpopgen_q05/duckdb:vortex-file-compressed	1482151382	1477776320	1.00
statpopgen_q06/duckdb:vortex-file-compressed	2163927280	2163023512	1.00
statpopgen_q07/duckdb:vortex-file-compressed	225861854	222711028	1.01
statpopgen_q08/duckdb:vortex-file-compressed	256442094	255355837	1.00
statpopgen_q09/duckdb:vortex-file-compressed	2982059316	2975226827	1.00
statpopgen_q10/duckdb:vortex-file-compressed	4797353067	4811791996	1.00

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

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11693711	11882043	0.98
statpopgen_q01/duckdb:vortex-compact	167765895	170691405	0.98
statpopgen_q02/duckdb:vortex-compact	1835994198	1854079475	0.99
statpopgen_q03/duckdb:vortex-compact	3564751462	3570080758	1.00
statpopgen_q04/duckdb:vortex-compact	3621395676	3759199222	0.96
statpopgen_q05/duckdb:vortex-compact	1885519627	1999783659	0.94
statpopgen_q06/duckdb:vortex-compact	2705499944	2770316413	0.98
statpopgen_q07/duckdb:vortex-compact	905246939	905914802	1.00
statpopgen_q08/duckdb:vortex-compact	942014959	939857914	1.00
statpopgen_q09/duckdb:vortex-compact	3413845824	3350946604	1.02
statpopgen_q10/duckdb:vortex-compact	5537893794	5449429268	1.02

duckdb / parquet (1.008x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	332816315	331856786	1.00
statpopgen_q01/duckdb:parquet	417165777	415391731	1.00
statpopgen_q02/duckdb:parquet	1021716942	1013110197	1.01
statpopgen_q03/duckdb:parquet	1553606754	1505040485	1.03
statpopgen_q04/duckdb:parquet	1530940887	1510645216	1.01
statpopgen_q05/duckdb:parquet	1034274923	1032059514	1.00
statpopgen_q06/duckdb:parquet	1507009605	1508123916	1.00
statpopgen_q07/duckdb:parquet	1341913627	1309195977	1.02
statpopgen_q08/duckdb:parquet	1341600762	1316224538	1.02
statpopgen_q09/duckdb:parquet	1383761199	1397885578	0.99
statpopgen_q10/duckdb:parquet	2691989981	2721057817	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-1.6%	+0.3%	-1.9%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-4.1%	+0.3%	-4.4%	+13.7%	➖ noise
1	duckdb:vortex-compact	-1.7%	+0.4%	-2.1%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+34.9%	+0.4%	+34.3%	+197.4%	➖ noise
2	duckdb:vortex-compact	-1.0%	+0.8%	-1.8%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+1.4%	+0.8%	+0.6%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.1%	+3.2%	-3.3%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.4%	+3.2%	-2.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	-3.7%	+1.3%	-4.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.0%	+1.3%	-2.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	-5.7%	+0.2%	-5.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.3%	+0.2%	+0.1%	+10.0%	➖ noise
6	duckdb:vortex-compact	-2.3%	-0.1%	-2.3%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.0%	-0.1%	+0.1%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.1%	+2.5%	-2.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.4%	+2.5%	-1.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.2%	+1.9%	-1.7%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.4%	+1.9%	-1.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.9%	-1.0%	+2.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.2%	-1.0%	+1.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	+1.6%	-1.1%	+2.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.3%	-1.1%	+0.8%	+10.0%	➖ noise

github-actions · 2026-05-07T10:27:45Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-05-07T10:28:29Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -5.8%
Vortex (geomean): 0.893x ✅
Parquet (geomean): 0.961x ➖
Shifts: Parquet (control) -3.9% · Median polish -6.9%

datafusion / vortex-file-compressed (0.923x ➖, 5↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	390355887	425130260	0.92
tpch_q02/datafusion:vortex-file-compressed	121342254	122093590	0.99
tpch_q03/datafusion:vortex-file-compressed	240661447	255249811	0.94
tpch_q04/datafusion:vortex-file-compressed	127113539	133336017	0.95
tpch_q05/datafusion:vortex-file-compressed	417497776	442338765	0.94
tpch_q06/datafusion:vortex-file-compressed	49127633	51093469	0.96
tpch_q07/datafusion:vortex-file-compressed	559971899	610015758	0.92
tpch_q08/datafusion:vortex-file-compressed	403780971	420593387	0.96
tpch_q09/datafusion:vortex-file-compressed	697717402	737353632	0.95
tpch_q10/datafusion:vortex-file-compressed	243728985	268752030	0.91
tpch_q11/datafusion:vortex-file-compressed 🚀	80631679	94171963	0.86
tpch_q12/datafusion:vortex-file-compressed 🚀	126744387	141227813	0.90
tpch_q13/datafusion:vortex-file-compressed	232186374	248449094	0.93
tpch_q14/datafusion:vortex-file-compressed	59956677	63096306	0.95
tpch_q15/datafusion:vortex-file-compressed	113194842	120678960	0.94
tpch_q16/datafusion:vortex-file-compressed	81139099	83391468	0.97
tpch_q17/datafusion:vortex-file-compressed	681939233	743251538	0.92
tpch_q18/datafusion:vortex-file-compressed 🚀	834626663	982740091	0.85
tpch_q19/datafusion:vortex-file-compressed	92520597	97388719	0.95
tpch_q20/datafusion:vortex-file-compressed 🚀	164110908	193806147	0.85
tpch_q21/datafusion:vortex-file-compressed 🚀	647205970	767761046	0.84
tpch_q22/datafusion:vortex-file-compressed	65003190	70421687	0.92

datafusion / vortex-compact (0.856x ✅, 20↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	443964896	497270805	0.89
tpch_q02/datafusion:vortex-compact 🚀	108534301	127912585	0.85
tpch_q03/datafusion:vortex-compact 🚀	214476781	258240617	0.83
tpch_q04/datafusion:vortex-compact	121958989	135454593	0.90
tpch_q05/datafusion:vortex-compact 🚀	368938501	442100325	0.83
tpch_q06/datafusion:vortex-compact 🚀	63844287	72039721	0.89
tpch_q07/datafusion:vortex-compact 🚀	507108755	623271283	0.81
tpch_q08/datafusion:vortex-compact 🚀	351930153	417996378	0.84
tpch_q09/datafusion:vortex-compact 🚀	619770365	754389088	0.82
tpch_q10/datafusion:vortex-compact 🚀	244158045	286721809	0.85
tpch_q11/datafusion:vortex-compact 🚀	81340637	95951583	0.85
tpch_q12/datafusion:vortex-compact 🚀	164012369	189732498	0.86
tpch_q13/datafusion:vortex-compact 🚀	259795641	295067542	0.88
tpch_q14/datafusion:vortex-compact 🚀	72236646	84799734	0.85
tpch_q15/datafusion:vortex-compact 🚀	158903723	181196994	0.88
tpch_q16/datafusion:vortex-compact 🚀	77036433	91581268	0.84
tpch_q17/datafusion:vortex-compact 🚀	627599606	775157120	0.81
tpch_q18/datafusion:vortex-compact 🚀	827720846	988383277	0.84
tpch_q19/datafusion:vortex-compact	131652991	141325660	0.93
tpch_q20/datafusion:vortex-compact 🚀	190877081	219271903	0.87
tpch_q21/datafusion:vortex-compact 🚀	655842966	791440657	0.83
tpch_q22/datafusion:vortex-compact 🚀	71516073	81129850	0.88

datafusion / parquet (0.979x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	510683241	519225678	0.98
tpch_q02/datafusion:parquet	185257798	187680335	0.99
tpch_q03/datafusion:parquet	307626390	318197000	0.97
tpch_q04/datafusion:parquet	135313817	137456728	0.98
tpch_q05/datafusion:parquet	481261054	509821286	0.94
tpch_q06/datafusion:parquet	137623048	131703017	1.04
tpch_q07/datafusion:parquet	666389839	705023472	0.95
tpch_q08/datafusion:parquet	499285155	519378938	0.96
tpch_q09/datafusion:parquet	779687706	853448316	0.91
tpch_q10/datafusion:parquet	548477782	554329133	0.99
tpch_q11/datafusion:parquet	126335694	130551723	0.97
tpch_q12/datafusion:parquet	196247025	204039116	0.96
tpch_q13/datafusion:parquet	352248303	355858814	0.99
tpch_q14/datafusion:parquet	169505669	172901914	0.98
tpch_q15/datafusion:parquet	288056735	275911659	1.04
tpch_q16/datafusion:parquet	130150971	137893939	0.94
tpch_q17/datafusion:parquet	771774099	777447642	0.99
tpch_q18/datafusion:parquet	972241594	1005905653	0.97
tpch_q19/datafusion:parquet	279144991	280644967	0.99
tpch_q20/datafusion:parquet	314991575	319682014	0.99
tpch_q21/datafusion:parquet	781672586	789503668	0.99
tpch_q22/datafusion:parquet	223883749	221639315	1.01

datafusion / arrow (0.929x ➖, 8↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	670692425	675053666	0.99
tpch_q02/datafusion:arrow	187526003	185995091	1.01
tpch_q03/datafusion:arrow	544899041	551477519	0.99
tpch_q04/datafusion:arrow	404238335	401487323	1.01
tpch_q05/datafusion:arrow	1075107698	1067000413	1.01
tpch_q06/datafusion:arrow	323756579	330194074	0.98
tpch_q07/datafusion:arrow 🚀	1183690738	1402678116	0.84
tpch_q08/datafusion:arrow	1188198138	1312007315	0.91
tpch_q09/datafusion:arrow 🚀	1392128381	1547313941	0.90
tpch_q10/datafusion:arrow 🚀	615606921	710958898	0.87
tpch_q11/datafusion:arrow	145180689	150783624	0.96
tpch_q12/datafusion:arrow 🚀	713850681	883241441	0.81
tpch_q13/datafusion:arrow	502284258	543202532	0.92
tpch_q14/datafusion:arrow 🚀	318657888	382819226	0.83
tpch_q15/datafusion:arrow 🚀	729282355	846196998	0.86
tpch_q16/datafusion:arrow	110905012	116859374	0.95
tpch_q17/datafusion:arrow	1451257158	1526852131	0.95
tpch_q18/datafusion:arrow	2011780296	2204053104	0.91
tpch_q19/datafusion:arrow 🚀	513029387	575396168	0.89
tpch_q20/datafusion:arrow 🚀	522713207	582903821	0.90
tpch_q21/datafusion:arrow	3254145327	3349100250	0.97
tpch_q22/datafusion:arrow	151750890	147182136	1.03

duckdb / vortex-file-compressed (0.887x ✅, 16↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	170450816	180931842	0.94
tpch_q02/duckdb:vortex-file-compressed 🚀	50723320	56536467	0.90
tpch_q03/duckdb:vortex-file-compressed 🚀	123504991	145047977	0.85
tpch_q04/duckdb:vortex-file-compressed 🚀	149229418	178439691	0.84
tpch_q05/duckdb:vortex-file-compressed 🚀	124766806	142500477	0.88
tpch_q06/duckdb:vortex-file-compressed 🚀	46871940	53300661	0.88
tpch_q07/duckdb:vortex-file-compressed 🚀	140897291	167196288	0.84
tpch_q08/duckdb:vortex-file-compressed 🚀	167195599	198823340	0.84
tpch_q09/duckdb:vortex-file-compressed	318905737	354092187	0.90
tpch_q10/duckdb:vortex-file-compressed 🚀	141303137	159764460	0.88
tpch_q11/duckdb:vortex-file-compressed 🚀	32128264	35846487	0.90
tpch_q12/duckdb:vortex-file-compressed 🚀	92418318	104334091	0.89
tpch_q13/duckdb:vortex-file-compressed 🚀	224005821	249344206	0.90
tpch_q14/duckdb:vortex-file-compressed	66509297	72985738	0.91
tpch_q15/duckdb:vortex-file-compressed 🚀	85163722	95756951	0.89
tpch_q16/duckdb:vortex-file-compressed 🚀	76177883	85500513	0.89
tpch_q17/duckdb:vortex-file-compressed	97426751	107873747	0.90
tpch_q18/duckdb:vortex-file-compressed 🚀	284297998	316009226	0.90
tpch_q19/duckdb:vortex-file-compressed	82298998	89565604	0.92
tpch_q20/duckdb:vortex-file-compressed 🚀	154315164	173863251	0.89
tpch_q21/duckdb:vortex-file-compressed 🚀	559967440	648504501	0.86
tpch_q22/duckdb:vortex-file-compressed	70581964	76047894	0.93

duckdb / vortex-compact (0.906x ➖, 11↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	226549146	238963860	0.95
tpch_q02/duckdb:vortex-compact	55886307	59605854	0.94
tpch_q03/duckdb:vortex-compact 🚀	136994594	154491190	0.89
tpch_q04/duckdb:vortex-compact 🚀	169539376	189464465	0.89
tpch_q05/duckdb:vortex-compact 🚀	141632055	158822091	0.89
tpch_q06/duckdb:vortex-compact	81289896	87571767	0.93
tpch_q07/duckdb:vortex-compact	194826138	212738451	0.92
tpch_q08/duckdb:vortex-compact 🚀	183894150	210964127	0.87
tpch_q09/duckdb:vortex-compact	347074107	383115453	0.91
tpch_q10/duckdb:vortex-compact 🚀	174648955	195039313	0.90
tpch_q11/duckdb:vortex-compact	39845499	44087028	0.90
tpch_q12/duckdb:vortex-compact	200367916	221372640	0.91
tpch_q13/duckdb:vortex-compact 🚀	274733326	305643177	0.90
tpch_q14/duckdb:vortex-compact 🚀	97992677	109139690	0.90
tpch_q15/duckdb:vortex-compact 🚀	110044442	122910690	0.90
tpch_q16/duckdb:vortex-compact	82394993	89493906	0.92
tpch_q17/duckdb:vortex-compact 🚀	110402820	124573029	0.89
tpch_q18/duckdb:vortex-compact	292287359	315849624	0.93
tpch_q19/duckdb:vortex-compact	107138175	113403957	0.94
tpch_q20/duckdb:vortex-compact 🚀	198248430	225291586	0.88
tpch_q21/duckdb:vortex-compact 🚀	608111205	686154411	0.89
tpch_q22/duckdb:vortex-compact	83843996	91485918	0.92

duckdb / parquet (0.943x ➖, 1↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	256050806	260882398	0.98
tpch_q02/duckdb:parquet	97833444	106147619	0.92
tpch_q03/duckdb:parquet	207731054	223022370	0.93
tpch_q04/duckdb:parquet	130601835	139896416	0.93
tpch_q05/duckdb:parquet	216647712	228911755	0.95
tpch_q06/duckdb:parquet	65533512	68245128	0.96
tpch_q07/duckdb:parquet	179432673	189698648	0.95
tpch_q08/duckdb:parquet	247941844	273392724	0.91
tpch_q09/duckdb:parquet 🚀	477955058	531966282	0.90
tpch_q10/duckdb:parquet	605695651	643478520	0.94
tpch_q11/duckdb:parquet	57590040	61659793	0.93
tpch_q12/duckdb:parquet	122139534	129525894	0.94
tpch_q13/duckdb:parquet	438821081	470613367	0.93
tpch_q14/duckdb:parquet	173700583	181720736	0.96
tpch_q15/duckdb:parquet	96868205	99990888	0.97
tpch_q16/duckdb:parquet	161145239	169967229	0.95
tpch_q17/duckdb:parquet	171992372	178917615	0.96
tpch_q18/duckdb:parquet	350708044	372585648	0.94
tpch_q19/duckdb:parquet	283192885	297507360	0.95
tpch_q20/duckdb:parquet	226946739	233081606	0.97
tpch_q21/duckdb:parquet	554864156	607247423	0.91
tpch_q22/duckdb:parquet	288894934	300237002	0.96

duckdb / duckdb (0.930x ➖, 3↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117207121	120712854	0.97
tpch_q02/duckdb:duckdb 🚀	44633156	52419945	0.85
tpch_q03/duckdb:duckdb	97398611	106372195	0.92
tpch_q04/duckdb:duckdb	130316374	144613391	0.90
tpch_q05/duckdb:duckdb	109853557	117971275	0.93
tpch_q06/duckdb:duckdb	37404505	40757822	0.92
tpch_q07/duckdb:duckdb	86144250	91130549	0.95
tpch_q08/duckdb:duckdb	108992021	117767503	0.93
tpch_q09/duckdb:duckdb	278397972	298852629	0.93
tpch_q10/duckdb:duckdb 🚀	203090211	225841015	0.90
tpch_q11/duckdb:duckdb	15661823	15975803	0.98
tpch_q12/duckdb:duckdb	84567992	89737366	0.94
tpch_q13/duckdb:duckdb 🚀	219698241	244391638	0.90
tpch_q14/duckdb:duckdb	70803424	75807235	0.93
tpch_q15/duckdb:duckdb	76798360	82311674	0.93
tpch_q16/duckdb:duckdb	73183618	79812186	0.92
tpch_q17/duckdb:duckdb	84811460	87861546	0.97
tpch_q18/duckdb:duckdb	213327765	225870026	0.94
tpch_q19/duckdb:duckdb	115979424	122984522	0.94
tpch_q20/duckdb:duckdb	113006025	117818721	0.96
tpch_q21/duckdb:duckdb	294240007	324041678	0.91
tpch_q22/duckdb:duckdb	67096200	70016389	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-0.6%	-1.7%	+1.1%	+10.0%	➖ noise
1	datafusion:vortex-compact	-10.7%	-1.7%	-9.1%	+10.0%	✅ faster
1	datafusion:vortex-file-compressed	-8.2%	-1.7%	-6.5%	+10.0%	➖ noise
1	duckdb:duckdb	-2.9%	-1.7%	-1.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	-5.2%	-1.7%	-3.5%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-5.8%	-1.7%	-4.1%	+10.0%	➖ noise
2	datafusion:arrow	+0.8%	-4.6%	+5.7%	+10.0%	➖ noise
2	datafusion:vortex-compact	-15.1%	-4.6%	-11.0%	+10.0%	✅ faster
2	datafusion:vortex-file-compressed	-0.6%	-4.6%	+4.2%	+10.0%	➖ noise
2	duckdb:duckdb	-14.9%	-4.6%	-10.7%	+10.0%	✅ faster
2	duckdb:vortex-compact	-6.2%	-4.6%	-1.7%	+10.6%	➖ noise
2	duckdb:vortex-file-compressed	-10.3%	-4.6%	-5.9%	+12.8%	➖ noise
3	datafusion:arrow	-1.2%	-5.1%	+4.1%	+10.0%	➖ noise
3	datafusion:vortex-compact	-16.9%	-5.1%	-12.5%	+10.0%	✅ faster
3	datafusion:vortex-file-compressed	-5.7%	-5.1%	-0.6%	+10.0%	➖ noise
3	duckdb:duckdb	-8.4%	-5.1%	-3.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	-11.3%	-5.1%	-6.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-14.9%	-5.1%	-10.3%	+10.0%	✅ faster
4	datafusion:arrow	+0.7%	-4.1%	+5.0%	+10.0%	➖ noise
4	datafusion:vortex-compact	-10.0%	-4.1%	-6.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-4.7%	-4.1%	-0.6%	+10.0%	➖ noise
4	duckdb:duckdb	-9.9%	-4.1%	-6.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	-10.5%	-4.1%	-6.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-16.4%	-4.1%	-12.8%	+10.0%	✅ faster
5	datafusion:arrow	+0.8%	-5.5%	+6.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	-16.5%	-5.5%	-11.7%	+10.0%	✅ faster
5	datafusion:vortex-file-compressed	-5.6%	-5.5%	-0.1%	+10.0%	➖ noise
5	duckdb:duckdb	-6.9%	-5.5%	-1.5%	+10.0%	➖ noise
5	duckdb:vortex-compact	-10.8%	-5.5%	-5.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-12.4%	-5.5%	-7.4%	+10.0%	➖ noise
6	datafusion:arrow	-1.9%	+0.2%	-2.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	-11.4%	+0.2%	-11.5%	+10.0%	✅ faster
6	datafusion:vortex-file-compressed	-3.8%	+0.2%	-4.0%	+10.0%	➖ noise
6	duckdb:duckdb	-8.2%	+0.2%	-8.4%	+10.0%	➖ noise
6	duckdb:vortex-compact	-7.2%	+0.2%	-7.3%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-12.1%	+0.2%	-12.2%	+10.0%	✅ faster
7	datafusion:arrow	-15.6%	-5.4%	-10.8%	+10.0%	✅ faster
7	datafusion:vortex-compact	-18.6%	-5.4%	-14.0%	+10.0%	✅ faster
7	datafusion:vortex-file-compressed	-8.2%	-5.4%	-2.9%	+10.0%	➖ noise
7	duckdb:duckdb	-5.5%	-5.4%	-0.0%	+10.0%	➖ noise
7	duckdb:vortex-compact	-8.4%	-5.4%	-3.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-15.7%	-5.4%	-10.9%	+10.0%	✅ faster
8	datafusion:arrow	-9.4%	-6.6%	-3.0%	+10.0%	➖ noise
8	datafusion:vortex-compact	-15.8%	-6.6%	-9.8%	+10.0%	✅ faster
8	datafusion:vortex-file-compressed	-4.0%	-6.6%	+2.8%	+10.0%	➖ noise
8	duckdb:duckdb	-7.5%	-6.6%	-0.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	-12.8%	-6.6%	-6.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-15.9%	-6.6%	-9.9%	+10.0%	✅ faster
9	datafusion:arrow	-10.0%	-9.4%	-0.7%	+10.0%	➖ noise
9	datafusion:vortex-compact	-17.8%	-9.4%	-9.3%	+10.0%	✅ faster
9	datafusion:vortex-file-compressed	-5.4%	-9.4%	+4.4%	+10.0%	➖ noise
9	duckdb:duckdb	-6.8%	-9.4%	+2.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	-9.4%	-9.4%	-0.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-9.9%	-9.4%	-0.6%	+10.0%	➖ noise
10	datafusion:arrow	-13.4%	-3.5%	-10.3%	+10.0%	✅ faster
10	datafusion:vortex-compact	-14.8%	-3.5%	-11.8%	+10.0%	✅ faster
10	datafusion:vortex-file-compressed	-9.3%	-3.5%	-6.0%	+10.0%	➖ noise
10	duckdb:duckdb	-10.1%	-3.5%	-6.8%	+10.0%	➖ noise
10	duckdb:vortex-compact	-10.5%	-3.5%	-7.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-11.6%	-3.5%	-8.4%	+10.0%	➖ noise
11	datafusion:arrow	-3.7%	-4.9%	+1.3%	+10.0%	➖ noise
11	datafusion:vortex-compact	-15.2%	-4.9%	-10.8%	+10.0%	✅ faster
11	datafusion:vortex-file-compressed	-14.4%	-4.9%	-9.9%	+10.0%	✅ faster
11	duckdb:duckdb	-2.0%	-4.9%	+3.1%	+11.5%	➖ noise
11	duckdb:vortex-compact	-9.6%	-4.9%	-4.9%	+10.1%	➖ noise
11	duckdb:vortex-file-compressed	-10.4%	-4.9%	-5.7%	+14.8%	➖ noise
12	datafusion:arrow	-19.2%	-4.8%	-15.1%	+34.1%	➖ noise
12	datafusion:vortex-compact	-13.6%	-4.8%	-9.2%	+10.0%	✅ faster
12	datafusion:vortex-file-compressed	-10.3%	-4.8%	-5.8%	+10.0%	➖ noise
12	duckdb:duckdb	-5.8%	-4.8%	-1.0%	+10.0%	➖ noise
12	duckdb:vortex-compact	-9.5%	-4.8%	-5.0%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-11.4%	-4.8%	-7.0%	+10.0%	➖ noise
13	datafusion:arrow	-7.5%	-3.9%	-3.8%	+10.0%	➖ noise
13	datafusion:vortex-compact	-12.0%	-3.9%	-8.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-6.5%	-3.9%	-2.7%	+10.0%	➖ noise
13	duckdb:duckdb	-10.1%	-3.9%	-6.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	-10.1%	-3.9%	-6.4%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-10.2%	-3.9%	-6.5%	+10.0%	➖ noise
14	datafusion:arrow	-16.8%	-3.2%	-14.0%	+10.0%	✅ faster
14	datafusion:vortex-compact	-14.8%	-3.2%	-12.0%	+10.0%	✅ faster
14	datafusion:vortex-file-compressed	-5.0%	-3.2%	-1.8%	+10.0%	➖ noise
14	duckdb:duckdb	-6.6%	-3.2%	-3.5%	+10.0%	➖ noise
14	duckdb:vortex-compact	-10.2%	-3.2%	-7.2%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-8.9%	-3.2%	-5.9%	+10.0%	➖ noise
15	datafusion:arrow	-13.8%	+0.6%	-14.3%	+19.2%	➖ noise
15	datafusion:vortex-compact	-12.3%	+0.6%	-12.8%	+10.0%	✅ faster
15	datafusion:vortex-file-compressed	-6.2%	+0.6%	-6.7%	+10.0%	➖ noise
15	duckdb:duckdb	-6.7%	+0.6%	-7.2%	+10.0%	➖ noise
15	duckdb:vortex-compact	-10.5%	+0.6%	-11.0%	+10.0%	✅ faster
15	duckdb:vortex-file-compressed	-11.1%	+0.6%	-11.6%	+10.0%	✅ faster
16	datafusion:arrow	-5.1%	-5.4%	+0.3%	+10.0%	➖ noise
16	datafusion:vortex-compact	-15.9%	-5.4%	-11.1%	+10.0%	✅ faster
16	datafusion:vortex-file-compressed	-2.7%	-5.4%	+2.9%	+10.0%	➖ noise
16	duckdb:duckdb	-8.3%	-5.4%	-3.1%	+10.0%	➖ noise
16	duckdb:vortex-compact	-7.9%	-5.4%	-2.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-10.9%	-5.4%	-5.8%	+10.0%	➖ noise
17	datafusion:arrow	-5.0%	-2.3%	-2.7%	+10.0%	➖ noise
17	datafusion:vortex-compact	-19.0%	-2.3%	-17.1%	+10.0%	✅ faster
17	datafusion:vortex-file-compressed	-8.2%	-2.3%	-6.1%	+10.0%	➖ noise
17	duckdb:duckdb	-3.5%	-2.3%	-1.2%	+10.0%	➖ noise
17	duckdb:vortex-compact	-11.4%	-2.3%	-9.3%	+10.0%	✅ faster
17	duckdb:vortex-file-compressed	-9.7%	-2.3%	-7.5%	+10.0%	➖ noise
18	datafusion:arrow	-8.7%	-4.6%	-4.3%	+10.0%	➖ noise
18	datafusion:vortex-compact	-16.3%	-4.6%	-12.2%	+10.0%	✅ faster
18	datafusion:vortex-file-compressed	-15.1%	-4.6%	-11.0%	+10.0%	✅ faster
18	duckdb:duckdb	-5.6%	-4.6%	-1.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-7.5%	-4.6%	-3.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-10.0%	-4.6%	-5.7%	+10.0%	➖ noise
19	datafusion:arrow	-10.8%	-2.7%	-8.4%	+10.0%	➖ noise
19	datafusion:vortex-compact	-6.8%	-2.7%	-4.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.0%	-2.7%	-2.4%	+10.0%	➖ noise
19	duckdb:duckdb	-5.7%	-2.7%	-3.1%	+10.0%	➖ noise
19	duckdb:vortex-compact	-5.5%	-2.7%	-2.9%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-8.1%	-2.7%	-5.6%	+10.0%	➖ noise
20	datafusion:arrow	-10.3%	-2.1%	-8.4%	+10.0%	➖ noise
20	datafusion:vortex-compact	-12.9%	-2.1%	-11.1%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	-15.3%	-2.1%	-13.5%	+10.0%	✅ faster
20	duckdb:duckdb	-4.1%	-2.1%	-2.1%	+10.0%	➖ noise
20	duckdb:vortex-compact	-12.0%	-2.1%	-10.2%	+10.0%	✅ faster
20	duckdb:vortex-file-compressed	-11.2%	-2.1%	-9.4%	+10.0%	✅ faster
21	datafusion:arrow	-2.8%	-4.9%	+2.2%	+10.0%	➖ noise
21	datafusion:vortex-compact	-17.1%	-4.9%	-12.9%	+10.0%	✅ faster
21	datafusion:vortex-file-compressed	-15.7%	-4.9%	-11.4%	+10.0%	✅ faster
21	duckdb:duckdb	-9.2%	-4.9%	-4.5%	+10.0%	➖ noise
21	duckdb:vortex-compact	-11.4%	-4.9%	-6.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-13.7%	-4.9%	-9.2%	+10.0%	✅ faster
22	datafusion:arrow	+3.1%	-1.4%	+4.6%	+10.0%	➖ noise
22	datafusion:vortex-compact	-11.8%	-1.4%	-10.6%	+10.0%	✅ faster
22	datafusion:vortex-file-compressed	-7.7%	-1.4%	-6.4%	+10.0%	➖ noise
22	duckdb:duckdb	-4.2%	-1.4%	-2.8%	+10.0%	➖ noise
22	duckdb:vortex-compact	-8.4%	-1.4%	-7.0%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-7.2%	-1.4%	-5.9%	+10.0%	➖ noise

github-actions · 2026-05-07T10:28:31Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-05-07T10:30:14Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -4.1%
Vortex (geomean): 0.930x ➖
Parquet (geomean): 0.970x ➖
Shifts: Parquet (control) -3.0% · Median polish -4.4%

datafusion / vortex-file-compressed (0.915x ➖, 1↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	294019970	255958942	1.15
tpch_q02/datafusion:vortex-file-compressed	505414626	415420846	1.22
tpch_q03/datafusion:vortex-file-compressed	490471652	490899488	1.00
tpch_q04/datafusion:vortex-file-compressed	270632038	341807490	0.79
tpch_q05/datafusion:vortex-file-compressed	435869656	457966971	0.95
tpch_q06/datafusion:vortex-file-compressed	334833657	405040450	0.83
tpch_q07/datafusion:vortex-file-compressed	404277105	463481715	0.87
tpch_q08/datafusion:vortex-file-compressed	572317085	646491709	0.89
tpch_q09/datafusion:vortex-file-compressed	421766846	425662910	0.99
tpch_q10/datafusion:vortex-file-compressed	549040546	486795047	1.13
tpch_q11/datafusion:vortex-file-compressed	279755110	308161031	0.91
tpch_q12/datafusion:vortex-file-compressed	490195712	554962023	0.88
tpch_q13/datafusion:vortex-file-compressed	158634636	212122722	0.75
tpch_q14/datafusion:vortex-file-compressed	290635364	288233330	1.01
tpch_q15/datafusion:vortex-file-compressed	491356524	543078385	0.90
tpch_q16/datafusion:vortex-file-compressed 🚀	185808047	300408567	0.62
tpch_q17/datafusion:vortex-file-compressed	356636993	464107818	0.77
tpch_q18/datafusion:vortex-file-compressed	362762035	385172005	0.94
tpch_q19/datafusion:vortex-file-compressed	466550620	524706375	0.89
tpch_q20/datafusion:vortex-file-compressed	538004032	514447995	1.05
tpch_q21/datafusion:vortex-file-compressed	602488928	614034993	0.98
tpch_q22/datafusion:vortex-file-compressed	140094756	164302793	0.85

datafusion / vortex-compact (0.873x ➖, 4↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	260971471	257458158	1.01
tpch_q02/datafusion:vortex-compact	488970617	458007683	1.07
tpch_q03/datafusion:vortex-compact	410310966	439320518	0.93
tpch_q04/datafusion:vortex-compact 🚀	228138580	462503389	0.49
tpch_q05/datafusion:vortex-compact 🚀	402421472	750538260	0.54
tpch_q06/datafusion:vortex-compact	362698249	426398480	0.85
tpch_q07/datafusion:vortex-compact	393037625	417289327	0.94
tpch_q08/datafusion:vortex-compact	605555980	613853528	0.99
tpch_q09/datafusion:vortex-compact	432885618	486526050	0.89
tpch_q10/datafusion:vortex-compact 🚀	435781433	680148223	0.64
tpch_q11/datafusion:vortex-compact	257231695	326060158	0.79
tpch_q12/datafusion:vortex-compact	458928540	487432071	0.94
tpch_q13/datafusion:vortex-compact 🚀	127603844	255596306	0.50
tpch_q14/datafusion:vortex-compact	259024664	291628844	0.89
tpch_q15/datafusion:vortex-compact	469529430	440326483	1.07
tpch_q16/datafusion:vortex-compact	179757445	185633100	0.97
tpch_q17/datafusion:vortex-compact	351340592	423925717	0.83
tpch_q18/datafusion:vortex-compact	319066676	310002429	1.03
tpch_q19/datafusion:vortex-compact	531166369	462164322	1.15
tpch_q20/datafusion:vortex-compact	435352997	479351205	0.91
tpch_q21/datafusion:vortex-compact	576446021	574341609	1.00
tpch_q22/datafusion:vortex-compact 🚨	132883731	97712211	1.36

datafusion / parquet (0.954x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	196273444	224625995	0.87
tpch_q02/datafusion:parquet	394275393	414015172	0.95
tpch_q03/datafusion:parquet	297266758	308850612	0.96
tpch_q04/datafusion:parquet	177382856	164342477	1.08
tpch_q05/datafusion:parquet	488666353	481541217	1.01
tpch_q06/datafusion:parquet	143149589	165975058	0.86
tpch_q07/datafusion:parquet	466485593	498744603	0.94
tpch_q08/datafusion:parquet	541867167	572016952	0.95
tpch_q09/datafusion:parquet	470421473	473878299	0.99
tpch_q10/datafusion:parquet	515116232	521350889	0.99
tpch_q11/datafusion:parquet	381571399	436614200	0.87
tpch_q12/datafusion:parquet	235307812	275003899	0.86
tpch_q13/datafusion:parquet	439085895	455205985	0.96
tpch_q14/datafusion:parquet	198694303	206764986	0.96
tpch_q15/datafusion:parquet	318846222	338003205	0.94
tpch_q16/datafusion:parquet	165847198	194589339	0.85
tpch_q17/datafusion:parquet	431662342	371186313	1.16
tpch_q18/datafusion:parquet	448457611	465734529	0.96
tpch_q19/datafusion:parquet	381208099	366527535	1.04
tpch_q20/datafusion:parquet	388611060	318347806	1.22
tpch_q21/datafusion:parquet	567133259	586543601	0.97
tpch_q22/datafusion:parquet	117258721	166657703	0.70

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

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	249842366	297913860	0.84
tpch_q02/duckdb:vortex-file-compressed	941673135	993101434	0.95
tpch_q03/duckdb:vortex-file-compressed	672729030	734220457	0.92
tpch_q04/duckdb:vortex-file-compressed	365753264	398305330	0.92
tpch_q05/duckdb:vortex-file-compressed	958149584	1033810854	0.93
tpch_q06/duckdb:vortex-file-compressed	454218506	402253018	1.13
tpch_q07/duckdb:vortex-file-compressed	861457891	831931167	1.04
tpch_q08/duckdb:vortex-file-compressed	1087912037	1003093781	1.08
tpch_q09/duckdb:vortex-file-compressed	849950476	872320013	0.97
tpch_q10/duckdb:vortex-file-compressed	788709086	787693370	1.00
tpch_q11/duckdb:vortex-file-compressed	545248909	524231270	1.04
tpch_q12/duckdb:vortex-file-compressed	507603888	520420294	0.98
tpch_q13/duckdb:vortex-file-compressed	480819405	481575789	1.00
tpch_q14/duckdb:vortex-file-compressed	513500821	536513724	0.96
tpch_q15/duckdb:vortex-file-compressed	274623972	288169330	0.95
tpch_q16/duckdb:vortex-file-compressed	364465689	396346088	0.92
tpch_q17/duckdb:vortex-file-compressed	672900474	686629348	0.98
tpch_q18/duckdb:vortex-file-compressed	562808447	528410614	1.07
tpch_q19/duckdb:vortex-file-compressed	454757690	443879445	1.02
tpch_q20/duckdb:vortex-file-compressed	813251611	851752891	0.95
tpch_q21/duckdb:vortex-file-compressed	1094805002	1113926803	0.98
tpch_q22/duckdb:vortex-file-compressed	376538587	393650314	0.96

duckdb / vortex-compact (0.958x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	296502969	285732369	1.04
tpch_q02/duckdb:vortex-compact	936671105	932143922	1.00
tpch_q03/duckdb:vortex-compact	656107145	653287287	1.00
tpch_q04/duckdb:vortex-compact	337720752	392770302	0.86
tpch_q05/duckdb:vortex-compact	901326288	923177413	0.98
tpch_q06/duckdb:vortex-compact	410313013	448028499	0.92
tpch_q07/duckdb:vortex-compact	791853371	861465639	0.92
tpch_q08/duckdb:vortex-compact	950503786	968135484	0.98
tpch_q09/duckdb:vortex-compact	881215673	970732780	0.91
tpch_q10/duckdb:vortex-compact	696343157	679775642	1.02
tpch_q11/duckdb:vortex-compact	502582074	457795192	1.10
tpch_q12/duckdb:vortex-compact	477954509	483940815	0.99
tpch_q13/duckdb:vortex-compact	458818037	448926207	1.02
tpch_q14/duckdb:vortex-compact	477673576	500230979	0.95
tpch_q15/duckdb:vortex-compact	321526191	306908140	1.05
tpch_q16/duckdb:vortex-compact	358331911	410500228	0.87
tpch_q17/duckdb:vortex-compact	647219855	653548143	0.99
tpch_q18/duckdb:vortex-compact	483341117	514183106	0.94
tpch_q19/duckdb:vortex-compact	433778668	561347957	0.77
tpch_q20/duckdb:vortex-compact	741485562	867965940	0.85
tpch_q21/duckdb:vortex-compact	1095888782	1127667947	0.97
tpch_q22/duckdb:vortex-compact	367523377	371143342	0.99

duckdb / parquet (0.986x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	435458489	479271499	0.91
tpch_q02/duckdb:parquet	1086858802	1146445615	0.95
tpch_q03/duckdb:parquet	980197340	1058153226	0.93
tpch_q04/duckdb:parquet	596827527	646942683	0.92
tpch_q05/duckdb:parquet	1276458751	1276672447	1.00
tpch_q06/duckdb:parquet	441726471	486895208	0.91
tpch_q07/duckdb:parquet	1184156330	1103721461	1.07
tpch_q08/duckdb:parquet	1538631195	1644767166	0.94
tpch_q09/duckdb:parquet	1362347801	1576431913	0.86
tpch_q10/duckdb:parquet	1439005395	1316196403	1.09
tpch_q11/duckdb:parquet	684490490	744961074	0.92
tpch_q12/duckdb:parquet	720134631	729556978	0.99
tpch_q13/duckdb:parquet	874576813	929506567	0.94
tpch_q14/duckdb:parquet	714741249	653190782	1.09
tpch_q15/duckdb:parquet	555345861	515897297	1.08
tpch_q16/duckdb:parquet	716150916	689163067	1.04
tpch_q17/duckdb:parquet	783379654	826561335	0.95
tpch_q18/duckdb:parquet	884998354	865198795	1.02
tpch_q19/duckdb:parquet	813405156	813154953	1.00
tpch_q20/duckdb:parquet	1143002765	1124536815	1.02
tpch_q21/duckdb:parquet	1134676683	1066407864	1.06
tpch_q22/duckdb:parquet	594462441	566369906	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+1.4%	-10.9%	+13.8%	+62.8%	➖ noise
1	datafusion:vortex-file-compressed	+14.9%	-10.9%	+28.9%	+68.5%	➖ noise
1	duckdb:vortex-compact	+3.8%	-10.9%	+16.5%	+40.4%	➖ noise
1	duckdb:vortex-file-compressed	-16.1%	-10.9%	-5.9%	+49.9%	➖ noise
2	datafusion:vortex-compact	+6.8%	-5.0%	+12.4%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+21.7%	-5.0%	+28.0%	+30.0%	➖ noise
2	duckdb:vortex-compact	+0.5%	-5.0%	+5.8%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-5.2%	-5.0%	-0.2%	+30.0%	➖ noise
3	datafusion:vortex-compact	-6.6%	-5.6%	-1.1%	+52.2%	➖ noise
3	datafusion:vortex-file-compressed	-0.1%	-5.6%	+5.8%	+46.6%	➖ noise
3	duckdb:vortex-compact	+0.4%	-5.6%	+6.4%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-8.4%	-5.6%	-3.0%	+30.0%	➖ noise
4	datafusion:vortex-compact	-50.7%	-0.2%	-50.6%	+43.3%	✅ faster
4	datafusion:vortex-file-compressed	-20.8%	-0.2%	-20.7%	+47.7%	➖ noise
4	duckdb:vortex-compact	-14.0%	-0.2%	-13.8%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-8.2%	-0.2%	-8.0%	+30.0%	➖ noise
5	datafusion:vortex-compact	-46.4%	+0.7%	-46.8%	+34.0%	✅ faster
5	datafusion:vortex-file-compressed	-4.8%	+0.7%	-5.5%	+30.0%	➖ noise
5	duckdb:vortex-compact	-2.4%	+0.7%	-3.1%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-7.3%	+0.7%	-8.0%	+30.0%	➖ noise
6	datafusion:vortex-compact	-14.9%	-11.5%	-3.8%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-17.3%	-11.5%	-6.5%	+30.0%	➖ noise
6	duckdb:vortex-compact	-8.4%	-11.5%	+3.5%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+12.9%	-11.5%	+27.7%	+30.0%	➖ noise
7	datafusion:vortex-compact	-5.8%	+0.2%	-6.0%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-12.8%	+0.2%	-12.9%	+30.0%	➖ noise
7	duckdb:vortex-compact	-8.1%	+0.2%	-8.2%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+3.5%	+0.2%	+3.4%	+30.0%	➖ noise
8	datafusion:vortex-compact	-1.4%	-5.9%	+4.8%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-11.5%	-5.9%	-6.0%	+30.0%	➖ noise
8	duckdb:vortex-compact	-1.8%	-5.9%	+4.3%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+8.5%	-5.9%	+15.2%	+30.0%	➖ noise
9	datafusion:vortex-compact	-11.0%	-7.4%	-3.9%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.9%	-7.4%	+7.0%	+30.0%	➖ noise
9	duckdb:vortex-compact	-9.2%	-7.4%	-2.0%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.6%	-7.4%	+5.2%	+30.0%	➖ noise
10	datafusion:vortex-compact	-35.9%	+3.9%	-38.4%	+30.0%	✅ faster
10	datafusion:vortex-file-compressed	+12.8%	+3.9%	+8.5%	+30.0%	➖ noise
10	duckdb:vortex-compact	+2.4%	+3.9%	-1.4%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.1%	+3.9%	-3.7%	+30.0%	➖ noise
11	datafusion:vortex-compact	-21.1%	-10.4%	-12.0%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-9.2%	-10.4%	+1.3%	+30.0%	➖ noise
11	duckdb:vortex-compact	+9.8%	-10.4%	+22.5%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+4.0%	-10.4%	+16.1%	+30.0%	➖ noise
12	datafusion:vortex-compact	-5.8%	-8.1%	+2.4%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-11.7%	-8.1%	-3.9%	+30.0%	➖ noise
12	duckdb:vortex-compact	-1.2%	-8.1%	+7.5%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-2.5%	-8.1%	+6.1%	+30.0%	➖ noise
13	datafusion:vortex-compact	-50.1%	-4.7%	-47.6%	+46.4%	✅ faster
13	datafusion:vortex-file-compressed	-25.2%	-4.7%	-21.5%	+40.6%	➖ noise
13	duckdb:vortex-compact	+2.2%	-4.7%	+7.3%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.2%	-4.7%	+4.8%	+31.4%	➖ noise
14	datafusion:vortex-compact	-11.2%	+2.5%	-13.4%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.8%	+2.5%	-1.7%	+30.0%	➖ noise
14	duckdb:vortex-compact	-4.5%	+2.5%	-6.9%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-4.3%	+2.5%	-6.7%	+30.0%	➖ noise
15	datafusion:vortex-compact	+6.6%	+0.8%	+5.8%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-9.5%	+0.8%	-10.2%	+30.0%	➖ noise
15	duckdb:vortex-compact	+4.8%	+0.8%	+4.0%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-4.7%	+0.8%	-5.4%	+30.0%	➖ noise
16	datafusion:vortex-compact	-3.2%	-5.9%	+2.9%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-38.1%	-5.9%	-34.3%	+30.0%	✅ faster
16	duckdb:vortex-compact	-12.7%	-5.9%	-7.2%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-8.0%	-5.9%	-2.3%	+30.0%	➖ noise
17	datafusion:vortex-compact	-17.1%	+5.0%	-21.1%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-23.2%	+5.0%	-26.8%	+30.0%	✅ faster
17	duckdb:vortex-compact	-1.0%	+5.0%	-5.7%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.0%	+5.0%	-6.7%	+30.0%	➖ noise
18	datafusion:vortex-compact	+2.9%	-0.8%	+3.7%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-5.8%	-0.8%	-5.1%	+30.0%	➖ noise
18	duckdb:vortex-compact	-6.0%	-0.8%	-5.3%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+6.5%	-0.8%	+7.3%	+30.0%	➖ noise
19	datafusion:vortex-compact	+14.9%	+2.0%	+12.7%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-11.1%	+2.0%	-12.8%	+30.0%	➖ noise
19	duckdb:vortex-compact	-22.7%	+2.0%	-24.2%	+32.5%	➖ noise
19	duckdb:vortex-file-compressed	+2.5%	+2.0%	+0.4%	+30.0%	➖ noise
20	datafusion:vortex-compact	-9.2%	+11.4%	-18.5%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+4.6%	+11.4%	-6.1%	+30.0%	➖ noise
20	duckdb:vortex-compact	-14.6%	+11.4%	-23.3%	+30.0%	✅ faster
20	duckdb:vortex-file-compressed	-4.5%	+11.4%	-14.3%	+30.0%	➖ noise
21	datafusion:vortex-compact	+0.4%	+1.4%	-1.0%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.9%	+1.4%	-3.3%	+30.0%	➖ noise
21	duckdb:vortex-compact	-2.8%	+1.4%	-4.2%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-1.7%	+1.4%	-3.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	+36.0%	-14.1%	+58.3%	+35.9%	🚨 regression
22	datafusion:vortex-file-compressed	-14.7%	-14.1%	-0.8%	+37.9%	➖ noise
22	duckdb:vortex-compact	-1.0%	-14.1%	+15.2%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-4.3%	-14.1%	+11.3%	+30.0%	➖ noise

github-actions · 2026-05-07T10:30:42Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.4%
Vortex (geomean): 0.948x ➖
Parquet (geomean): 0.954x ➖
Shifts: Parquet (control) -4.6% · Median polish -4.9%

datafusion / vortex-file-compressed (0.948x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1651156	1712410	0.96
clickbench_q01/datafusion:vortex-file-compressed	19111641	19907930	0.96
clickbench_q02/datafusion:vortex-file-compressed	39410529	39567920	1.00
clickbench_q03/datafusion:vortex-file-compressed	44314256	43911729	1.01
clickbench_q04/datafusion:vortex-file-compressed	284872361	310773146	0.92
clickbench_q05/datafusion:vortex-file-compressed	300078927	330484595	0.91
clickbench_q06/datafusion:vortex-file-compressed	1924077	1907795	1.01
clickbench_q07/datafusion:vortex-file-compressed	22972041	22465777	1.02
clickbench_q08/datafusion:vortex-file-compressed	349716652	372748320	0.94
clickbench_q09/datafusion:vortex-file-compressed	560563794	585196971	0.96
clickbench_q10/datafusion:vortex-file-compressed	75724266	77404346	0.98
clickbench_q11/datafusion:vortex-file-compressed	83603674	90809724	0.92
clickbench_q12/datafusion:vortex-file-compressed	269856664	284100343	0.95
clickbench_q13/datafusion:vortex-file-compressed	413675212	440807416	0.94
clickbench_q14/datafusion:vortex-file-compressed	255609731	276776855	0.92
clickbench_q15/datafusion:vortex-file-compressed	318734119	346028390	0.92
clickbench_q16/datafusion:vortex-file-compressed	647437796	691281136	0.94
clickbench_q17/datafusion:vortex-file-compressed	633600702	682925931	0.93
clickbench_q18/datafusion:vortex-file-compressed	1331047722	1396288933	0.95
clickbench_q19/datafusion:vortex-file-compressed	31256935	31163744	1.00
clickbench_q20/datafusion:vortex-file-compressed	337800152	342671199	0.99
clickbench_q21/datafusion:vortex-file-compressed	361846613	395423746	0.92
clickbench_q22/datafusion:vortex-file-compressed	436996213	469868314	0.93
clickbench_q23/datafusion:vortex-file-compressed	658768774	702822132	0.94
clickbench_q24/datafusion:vortex-file-compressed	45733123	47029112	0.97
clickbench_q25/datafusion:vortex-file-compressed	73433899	75851027	0.97
clickbench_q26/datafusion:vortex-file-compressed	45098122	48850958	0.92
clickbench_q27/datafusion:vortex-file-compressed	720234512	730268408	0.99
clickbench_q28/datafusion:vortex-file-compressed	6628393736	6830418456	0.97
clickbench_q29/datafusion:vortex-file-compressed	241824608	240915693	1.00
clickbench_q30/datafusion:vortex-file-compressed	218919791	233661403	0.94
clickbench_q31/datafusion:vortex-file-compressed	255134781	275188022	0.93
clickbench_q32/datafusion:vortex-file-compressed	1102661024	1195931248	0.92
clickbench_q33/datafusion:vortex-file-compressed	1276855965	1367890391	0.93
clickbench_q34/datafusion:vortex-file-compressed	1271189243	1386964227	0.92
clickbench_q35/datafusion:vortex-file-compressed	445282658	472091560	0.94
clickbench_q36/datafusion:vortex-file-compressed	70288915	75946105	0.93
clickbench_q37/datafusion:vortex-file-compressed	34549630	38162846	0.91
clickbench_q38/datafusion:vortex-file-compressed	19249358	19751821	0.97
clickbench_q39/datafusion:vortex-file-compressed	130317282	137418156	0.95
clickbench_q40/datafusion:vortex-file-compressed	15696313	17169585	0.91
clickbench_q41/datafusion:vortex-file-compressed	14981160	16344442	0.92
clickbench_q42/datafusion:vortex-file-compressed	16407208	18038228	0.91

datafusion / parquet (0.941x ➖, 3↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1566879	1552967	1.01
clickbench_q01/datafusion:parquet	18392689	19195112	0.96
clickbench_q02/datafusion:parquet	46394685	48430563	0.96
clickbench_q03/datafusion:parquet	36212015	39565777	0.92
clickbench_q04/datafusion:parquet 🚀	290011277	328884679	0.88
clickbench_q05/datafusion:parquet	352524891	366982573	0.96
clickbench_q06/datafusion:parquet	1555751	1580351	0.98
clickbench_q07/datafusion:parquet	22633581	23169250	0.98
clickbench_q08/datafusion:parquet	365998074	395878246	0.92
clickbench_q09/datafusion:parquet	620966496	642875763	0.97
clickbench_q10/datafusion:parquet	103737102	110375578	0.94
clickbench_q11/datafusion:parquet	127235114	138234157	0.92
clickbench_q12/datafusion:parquet	343670321	356192329	0.96
clickbench_q13/datafusion:parquet	490490891	530887287	0.92
clickbench_q14/datafusion:parquet	332664758	361685664	0.92
clickbench_q15/datafusion:parquet	333854791	355572472	0.94
clickbench_q16/datafusion:parquet	653386638	703603268	0.93
clickbench_q17/datafusion:parquet	634363441	685528801	0.93
clickbench_q18/datafusion:parquet	1304286761	1406620162	0.93
clickbench_q19/datafusion:parquet	29133757	30002159	0.97
clickbench_q20/datafusion:parquet	593887083	634798229	0.94
clickbench_q21/datafusion:parquet	647661921	696237095	0.93
clickbench_q22/datafusion:parquet	956491203	1015171172	0.94
clickbench_q23/datafusion:parquet	3586524056	3851036985	0.93
clickbench_q24/datafusion:parquet	87466826	87719341	1.00
clickbench_q25/datafusion:parquet	128935643	140302613	0.92
clickbench_q26/datafusion:parquet	82102876	84847557	0.97
clickbench_q27/datafusion:parquet	1027840263	1112830637	0.92
clickbench_q28/datafusion:parquet	6533154331	6801845309	0.96
clickbench_q29/datafusion:parquet	235623253	246892916	0.95
clickbench_q30/datafusion:parquet	319414827	342747513	0.93
clickbench_q31/datafusion:parquet	351575461	384853084	0.91
clickbench_q32/datafusion:parquet 🚀	1152215956	1287988119	0.89
clickbench_q33/datafusion:parquet	1457303108	1596191479	0.91
clickbench_q34/datafusion:parquet	1456048819	1552278511	0.94
clickbench_q35/datafusion:parquet	457191554	492591066	0.93
clickbench_q36/datafusion:parquet	141108682	146399284	0.96
clickbench_q37/datafusion:parquet	56655690	58798981	0.96
clickbench_q38/datafusion:parquet 🚀	81085599	91014970	0.89
clickbench_q39/datafusion:parquet	255217205	268202816	0.95
clickbench_q40/datafusion:parquet	29567418	30934663	0.96
clickbench_q41/datafusion:parquet	28158646	28650994	0.98
clickbench_q42/datafusion:parquet	28643559	31403961	0.91

duckdb / vortex-file-compressed (0.948x ➖, 4↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚀	6044816	6869342	0.88
clickbench_q01/duckdb:vortex-file-compressed	13322539	13999478	0.95
clickbench_q02/duckdb:vortex-file-compressed	25149093	27076370	0.93
clickbench_q03/duckdb:vortex-file-compressed	29611323	30574173	0.97
clickbench_q04/duckdb:vortex-file-compressed	182892821	189053813	0.97
clickbench_q05/duckdb:vortex-file-compressed	168763918	180065997	0.94
clickbench_q06/duckdb:vortex-file-compressed	19303332	20853482	0.93
clickbench_q07/duckdb:vortex-file-compressed	14362293	14610591	0.98
clickbench_q08/duckdb:vortex-file-compressed	257293461	262083139	0.98
clickbench_q09/duckdb:vortex-file-compressed	326443840	351486799	0.93
clickbench_q10/duckdb:vortex-file-compressed	65328475	69034942	0.95
clickbench_q11/duckdb:vortex-file-compressed	74820089	80217252	0.93
clickbench_q12/duckdb:vortex-file-compressed	187065622	204634084	0.91
clickbench_q13/duckdb:vortex-file-compressed	400683295	412432035	0.97
clickbench_q14/duckdb:vortex-file-compressed	233621881	242181075	0.96
clickbench_q15/duckdb:vortex-file-compressed	235203735	252879162	0.93
clickbench_q16/duckdb:vortex-file-compressed	588815044	608771671	0.97
clickbench_q17/duckdb:vortex-file-compressed	474119684	492092882	0.96
clickbench_q18/duckdb:vortex-file-compressed	973774155	1020889480	0.95
clickbench_q19/duckdb:vortex-file-compressed	20683272	22028543	0.94
clickbench_q20/duckdb:vortex-file-compressed	324739073	355617259	0.91
clickbench_q21/duckdb:vortex-file-compressed	355244562	392756276	0.90
clickbench_q22/duckdb:vortex-file-compressed	568729977	616024958	0.92
clickbench_q23/duckdb:vortex-file-compressed	358074468	359456569	1.00
clickbench_q24/duckdb:vortex-file-compressed	38741906	41151948	0.94
clickbench_q25/duckdb:vortex-file-compressed	80346188	74265830	1.08
clickbench_q26/duckdb:vortex-file-compressed 🚀	44868374	52443180	0.86
clickbench_q27/duckdb:vortex-file-compressed	453320905	485740450	0.93
clickbench_q28/duckdb:vortex-file-compressed	2956365326	3066283219	0.96
clickbench_q29/duckdb:vortex-file-compressed	27417965	28375112	0.97
clickbench_q30/duckdb:vortex-file-compressed	190411660	196892981	0.97
clickbench_q31/duckdb:vortex-file-compressed	276127238	293874132	0.94
clickbench_q32/duckdb:vortex-file-compressed	1175561981	1166809941	1.01
clickbench_q33/duckdb:vortex-file-compressed	1127614862	1222934085	0.92
clickbench_q34/duckdb:vortex-file-compressed	1214450225	1272123994	0.95
clickbench_q35/duckdb:vortex-file-compressed	375037411	397608974	0.94
clickbench_q36/duckdb:vortex-file-compressed	28336101	28166211	1.01
clickbench_q37/duckdb:vortex-file-compressed	20655737	20938583	0.99
clickbench_q38/duckdb:vortex-file-compressed	21639242	22513923	0.96
clickbench_q39/duckdb:vortex-file-compressed 🚀	39162030	43662889	0.90
clickbench_q40/duckdb:vortex-file-compressed	21675627	21248452	1.02
clickbench_q41/duckdb:vortex-file-compressed	20645981	21282156	0.97
clickbench_q42/duckdb:vortex-file-compressed 🚀	19733581	23617669	0.84

duckdb / parquet (0.966x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	24949867	26288269	0.95
clickbench_q01/duckdb:parquet	27995621	28210552	0.99
clickbench_q02/duckdb:parquet	47063704	49668587	0.95
clickbench_q03/duckdb:parquet	38621879	38969048	0.99
clickbench_q04/duckdb:parquet	202335108	210467253	0.96
clickbench_q05/duckdb:parquet	268427297	275573512	0.97
clickbench_q06/duckdb:parquet	45930833	46568642	0.99
clickbench_q07/duckdb:parquet	28985477	30227481	0.96
clickbench_q08/duckdb:parquet	264492806	274537791	0.96
clickbench_q09/duckdb:parquet	398050522	410253362	0.97
clickbench_q10/duckdb:parquet	81467408	83292420	0.98
clickbench_q11/duckdb:parquet	97725178	100514522	0.97
clickbench_q12/duckdb:parquet	290756683	297639084	0.98
clickbench_q13/duckdb:parquet	480996734	508476367	0.95
clickbench_q14/duckdb:parquet	323931113	331231296	0.98
clickbench_q15/duckdb:parquet	254594173	275367460	0.92
clickbench_q16/duckdb:parquet	638395853	673686444	0.95
clickbench_q17/duckdb:parquet	530586955	572234716	0.93
clickbench_q18/duckdb:parquet	1068967781	1136648169	0.94
clickbench_q19/duckdb:parquet	26017728	26395637	0.99
clickbench_q20/duckdb:parquet	417937509	442727390	0.94
clickbench_q21/duckdb:parquet	551917638	559288547	0.99
clickbench_q22/duckdb:parquet	921657165	959428104	0.96
clickbench_q23/duckdb:parquet	308777634	317741229	0.97
clickbench_q24/duckdb:parquet	68588423	68797715	1.00
clickbench_q25/duckdb:parquet	156713448	158502482	0.99
clickbench_q26/duckdb:parquet	52611640	49820549	1.06
clickbench_q27/duckdb:parquet	638489477	665386216	0.96
clickbench_q28/duckdb:parquet	4825930235	4957172498	0.97
clickbench_q29/duckdb:parquet	41354929	41081567	1.01
clickbench_q30/duckdb:parquet	297304187	311423833	0.95
clickbench_q31/duckdb:parquet	361182279	383161626	0.94
clickbench_q32/duckdb:parquet	1201888639	1175729173	1.02
clickbench_q33/duckdb:parquet	1263668529	1355208438	0.93
clickbench_q34/duckdb:parquet	1291358848	1387738183	0.93
clickbench_q35/duckdb:parquet	364372232	374036673	0.97
clickbench_q36/duckdb:parquet	43976373	48685040	0.90
clickbench_q37/duckdb:parquet	32704488	33513449	0.98
clickbench_q38/duckdb:parquet	33343413	33498550	1.00
clickbench_q39/duckdb:parquet	82177915	87512339	0.94
clickbench_q40/duckdb:parquet	18792587	19817914	0.95
clickbench_q41/duckdb:parquet	17523773	18429399	0.95
clickbench_q42/duckdb:parquet	20149631	20788853	0.97

duckdb / duckdb (0.975x ➖, 2↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17123645	17623014	0.97
clickbench_q01/duckdb:duckdb	33063360	32825705	1.01
clickbench_q02/duckdb:duckdb	44602637	45516257	0.98
clickbench_q03/duckdb:duckdb	47540946	46724959	1.02
clickbench_q04/duckdb:duckdb	189198693	197434524	0.96
clickbench_q05/duckdb:duckdb	263884778	271517227	0.97
clickbench_q06/duckdb:duckdb 🚀	28316667	36051335	0.79
clickbench_q07/duckdb:duckdb	34688134	35074383	0.99
clickbench_q08/duckdb:duckdb	247489199	251455160	0.98
clickbench_q09/duckdb:duckdb	366349003	376505546	0.97
clickbench_q10/duckdb:duckdb	98251268	100363608	0.98
clickbench_q11/duckdb:duckdb	106908854	109298953	0.98
clickbench_q12/duckdb:duckdb	236004434	247650339	0.95
clickbench_q13/duckdb:duckdb	467088443	492072631	0.95
clickbench_q14/duckdb:duckdb	271606601	284912162	0.95
clickbench_q15/duckdb:duckdb	216821706	233626348	0.93
clickbench_q16/duckdb:duckdb	623096321	655985797	0.95
clickbench_q17/duckdb:duckdb	542237847	560960924	0.97
clickbench_q18/duckdb:duckdb	1180950663	1204368333	0.98
clickbench_q19/duckdb:duckdb	34359280	34868293	0.99
clickbench_q20/duckdb:duckdb	873385712	927338772	0.94
clickbench_q21/duckdb:duckdb	1046187187	1002931107	1.04
clickbench_q22/duckdb:duckdb	1006676944	1107920266	0.91
clickbench_q23/duckdb:duckdb	256771283	269769189	0.95
clickbench_q24/duckdb:duckdb	61813929	60943400	1.01
clickbench_q25/duckdb:duckdb	140562744	145442984	0.97
clickbench_q26/duckdb:duckdb	58474214	61158254	0.96
clickbench_q27/duckdb:duckdb 🚀	975769951	1085611629	0.90
clickbench_q28/duckdb:duckdb	4660528791	4704742252	0.99
clickbench_q29/duckdb:duckdb	48522100	48841352	0.99
clickbench_q30/duckdb:duckdb	263267069	272041897	0.97
clickbench_q31/duckdb:duckdb	442361079	424751533	1.04
clickbench_q32/duckdb:duckdb	1581877417	1565210509	1.01
clickbench_q33/duckdb:duckdb	2120499843	2072398458	1.02
clickbench_q34/duckdb:duckdb	2374795584	2215795421	1.07
clickbench_q35/duckdb:duckdb	278377482	284579128	0.98
clickbench_q36/duckdb:duckdb	41670369	42627592	0.98
clickbench_q37/duckdb:duckdb	31566579	31381492	1.01
clickbench_q38/duckdb:duckdb	30431707	31249610	0.97
clickbench_q39/duckdb:duckdb 🚨	80629454	71673739	1.12
clickbench_q40/duckdb:duckdb	30881572	31668446	0.98
clickbench_q41/duckdb:duckdb	29519708	30672268	0.96
clickbench_q42/duckdb:duckdb	29427660	31691568	0.93

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-3.6%	-2.1%	-1.5%	+794.5%	➖ noise
0	duckdb:duckdb	-2.8%	-2.1%	-0.7%	+292.8%	➖ noise
0	duckdb:vortex-file-compressed	-12.0%	-2.1%	-10.1%	+498.6%	➖ noise
1	datafusion:vortex-file-compressed	-4.0%	-2.5%	-1.6%	+28.1%	➖ noise
1	duckdb:duckdb	+0.7%	-2.5%	+3.3%	+59.2%	➖ noise
1	duckdb:vortex-file-compressed	-4.8%	-2.5%	-2.4%	+23.6%	➖ noise
2	datafusion:vortex-file-compressed	-0.4%	-4.7%	+4.5%	+12.9%	➖ noise
2	duckdb:duckdb	-2.0%	-4.7%	+2.9%	+17.1%	➖ noise
2	duckdb:vortex-file-compressed	-7.1%	-4.7%	-2.5%	+11.7%	➖ noise
3	datafusion:vortex-file-compressed	+0.9%	-4.8%	+6.0%	+140.3%	➖ noise
3	duckdb:duckdb	+1.7%	-4.8%	+6.8%	+37.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.1%	-4.8%	+1.7%	+31.6%	➖ noise
4	datafusion:vortex-file-compressed	-8.3%	-7.9%	-0.4%	+10.0%	➖ noise
4	duckdb:duckdb	-4.2%	-7.9%	+4.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-3.3%	-7.9%	+5.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-9.2%	-3.3%	-6.1%	+10.0%	➖ noise
5	duckdb:duckdb	-2.8%	-3.3%	+0.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-6.3%	-3.3%	-3.1%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.9%	-1.5%	+2.4%	+65.0%	➖ noise
6	duckdb:duckdb	-21.5%	-1.5%	-20.3%	+27.9%	➖ noise
6	duckdb:vortex-file-compressed	-7.4%	-1.5%	-6.1%	+16.9%	➖ noise
7	datafusion:vortex-file-compressed	+2.3%	-3.2%	+5.6%	+10.2%	➖ noise
7	duckdb:duckdb	-1.1%	-3.2%	+2.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.7%	-3.2%	+1.6%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-6.2%	-5.6%	-0.6%	+10.0%	➖ noise
8	duckdb:duckdb	-1.6%	-5.6%	+4.3%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.8%	-5.6%	+4.0%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-4.2%	-3.2%	-1.1%	+10.0%	➖ noise
9	duckdb:duckdb	-2.7%	-3.2%	+0.5%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-7.1%	-3.2%	-4.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-2.2%	-4.1%	+2.0%	+10.0%	➖ noise
10	duckdb:duckdb	-2.1%	-4.1%	+2.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-5.4%	-4.1%	-1.3%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-7.9%	-5.4%	-2.7%	+10.0%	➖ noise
11	duckdb:duckdb	-2.2%	-5.4%	+3.4%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-6.7%	-5.4%	-1.4%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-5.0%	-2.9%	-2.2%	+10.0%	➖ noise
12	duckdb:duckdb	-4.7%	-2.9%	-1.8%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-8.6%	-2.9%	-5.8%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-6.2%	-6.5%	+0.4%	+10.0%	➖ noise
13	duckdb:duckdb	-5.1%	-6.5%	+1.5%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.8%	-6.5%	+3.9%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-7.6%	-5.2%	-2.6%	+10.0%	➖ noise
14	duckdb:duckdb	-4.7%	-5.2%	+0.5%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-3.5%	-5.2%	+1.7%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-7.9%	-6.8%	-1.1%	+10.0%	➖ noise
15	duckdb:duckdb	-7.2%	-6.8%	-0.4%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-7.0%	-6.8%	-0.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-6.3%	-6.2%	-0.2%	+10.0%	➖ noise
16	duckdb:duckdb	-5.0%	-6.2%	+1.3%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-3.3%	-6.2%	+3.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-7.2%	-7.4%	+0.2%	+10.0%	➖ noise
17	duckdb:duckdb	-3.3%	-7.4%	+4.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-3.7%	-7.4%	+4.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-4.7%	-6.6%	+2.1%	+10.0%	➖ noise
18	duckdb:duckdb	-1.9%	-6.6%	+5.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-4.6%	-6.6%	+2.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+0.3%	-2.2%	+2.5%	+20.2%	➖ noise
19	duckdb:duckdb	-1.5%	-2.2%	+0.7%	+13.8%	➖ noise
19	duckdb:vortex-file-compressed	-6.1%	-2.2%	-4.0%	+20.5%	➖ noise
20	datafusion:vortex-file-compressed	-1.4%	-6.0%	+4.9%	+208.6%	➖ noise
20	duckdb:duckdb	-5.8%	-6.0%	+0.2%	+25.6%	➖ noise
20	duckdb:vortex-file-compressed	-8.7%	-6.0%	-2.8%	+38.1%	➖ noise
21	datafusion:vortex-file-compressed	-8.5%	-4.2%	-4.5%	+10.0%	➖ noise
21	duckdb:duckdb	+4.3%	-4.2%	+8.9%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-9.6%	-4.2%	-5.6%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-7.0%	-4.9%	-2.2%	+14.4%	➖ noise
22	duckdb:duckdb	-9.1%	-4.9%	-4.5%	+12.8%	➖ noise
22	duckdb:vortex-file-compressed	-7.7%	-4.9%	-3.0%	+15.2%	➖ noise
23	datafusion:vortex-file-compressed	-6.3%	-4.9%	-1.5%	+46.6%	➖ noise
23	duckdb:duckdb	-4.8%	-4.9%	+0.1%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-0.4%	-4.9%	+4.7%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-2.8%	-0.3%	-2.5%	+13.8%	➖ noise
24	duckdb:duckdb	+1.4%	-0.3%	+1.7%	+12.8%	➖ noise
24	duckdb:vortex-file-compressed	-5.9%	-0.3%	-5.6%	+15.1%	➖ noise
25	datafusion:vortex-file-compressed	-3.2%	-4.7%	+1.6%	+10.0%	➖ noise
25	duckdb:duckdb	-3.4%	-4.7%	+1.4%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+8.2%	-4.7%	+13.5%	+12.5%	🚨 regression
26	datafusion:vortex-file-compressed	-7.7%	+1.1%	-8.7%	+10.0%	➖ noise
26	duckdb:duckdb	-4.4%	+1.1%	-5.4%	+12.7%	➖ noise
26	duckdb:vortex-file-compressed	-14.4%	+1.1%	-15.4%	+10.7%	✅ faster
27	datafusion:vortex-file-compressed	-1.4%	-5.9%	+4.8%	+10.0%	➖ noise
27	duckdb:duckdb	-10.1%	-5.9%	-4.5%	+17.2%	➖ noise
27	duckdb:vortex-file-compressed	-6.7%	-5.9%	-0.9%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-3.0%	-3.3%	+0.4%	+10.0%	➖ noise
28	duckdb:duckdb	-0.9%	-3.3%	+2.4%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-3.6%	-3.3%	-0.3%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+0.4%	-2.0%	+2.4%	+10.0%	➖ noise
29	duckdb:duckdb	-0.7%	-2.0%	+1.4%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-3.4%	-2.0%	-1.4%	+12.5%	➖ noise
30	datafusion:vortex-file-compressed	-6.3%	-5.7%	-0.7%	+10.0%	➖ noise
30	duckdb:duckdb	-3.2%	-5.7%	+2.6%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-3.3%	-5.7%	+2.5%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-7.3%	-7.2%	-0.1%	+10.0%	➖ noise
31	duckdb:duckdb	+4.1%	-7.2%	+12.2%	+10.0%	🚨 regression
31	duckdb:vortex-file-compressed	-6.0%	-7.2%	+1.3%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-7.8%	-4.4%	-3.6%	+10.0%	➖ noise
32	duckdb:duckdb	+1.1%	-4.4%	+5.7%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+0.8%	-4.4%	+5.4%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-6.7%	-7.7%	+1.2%	+10.0%	➖ noise
33	duckdb:duckdb	+2.3%	-7.7%	+10.9%	+10.0%	🚨 regression
33	duckdb:vortex-file-compressed	-7.8%	-7.7%	-0.1%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-8.3%	-6.6%	-1.9%	+10.0%	➖ noise
34	duckdb:duckdb	+7.2%	-6.6%	+14.7%	+10.0%	🚨 regression
34	duckdb:vortex-file-compressed	-4.5%	-6.6%	+2.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-5.7%	-4.9%	-0.8%	+10.0%	➖ noise
35	duckdb:duckdb	-2.2%	-4.9%	+2.9%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-5.7%	-4.9%	-0.8%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-7.4%	-6.7%	-0.8%	+10.0%	➖ noise
36	duckdb:duckdb	-2.2%	-6.7%	+4.8%	+12.3%	➖ noise
36	duckdb:vortex-file-compressed	+0.6%	-6.7%	+7.8%	+11.0%	➖ noise
37	datafusion:vortex-file-compressed	-9.5%	-3.0%	-6.6%	+10.0%	➖ noise
37	duckdb:duckdb	+0.6%	-3.0%	+3.7%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-1.4%	-3.0%	+1.7%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-2.5%	-5.8%	+3.5%	+10.0%	➖ noise
38	duckdb:duckdb	-2.6%	-5.8%	+3.4%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-3.9%	-5.8%	+2.1%	+11.1%	➖ noise
39	datafusion:vortex-file-compressed	-5.2%	-5.5%	+0.3%	+10.0%	➖ noise
39	duckdb:duckdb	+12.5%	-5.5%	+19.0%	+19.6%	➖ noise
39	duckdb:vortex-file-compressed	-10.3%	-5.5%	-5.1%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-8.6%	-4.8%	-4.0%	+10.0%	➖ noise
40	duckdb:duckdb	-2.5%	-4.8%	+2.4%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	+2.0%	-4.8%	+7.2%	+10.2%	➖ noise
41	datafusion:vortex-file-compressed	-8.3%	-3.3%	-5.2%	+10.3%	➖ noise
41	duckdb:duckdb	-3.8%	-3.3%	-0.4%	+10.3%	➖ noise
41	duckdb:vortex-file-compressed	-3.0%	-3.3%	+0.4%	+11.3%	➖ noise
42	datafusion:vortex-file-compressed	-9.0%	-6.0%	-3.3%	+10.2%	➖ noise
42	duckdb:duckdb	-7.1%	-6.0%	-1.2%	+11.3%	➖ noise
42	duckdb:vortex-file-compressed	-16.4%	-6.0%	-11.1%	+12.6%	➖ noise

github-actions · 2026-05-07T10:30:45Z

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 · 2026-05-07T10:34:47Z

Benchmarks: Compression

Vortex (geomean): 1.003x ➖
Parquet (geomean): 1.002x ➖

unknown / unknown (1.003x ➖, 2↑ 3↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
compress time/Arade	1176357564	1132211167	1.04
compress time/Bimbo	6948740155	6905971377	1.01
compress time/CMSprovider	2912857461	2854572254	1.02
compress time/Euro2016	439717562	432244538	1.02
compress time/Food	391322202	395309946	0.99
compress time/HashTags	815703373	827735538	0.99
compress time/TPC-H l_comment canonical	1358124163	1309547144	1.04
compress time/TPC-H l_comment chunked	1366698730	1307406556	1.05
compress time/taxi	734465417	717188510	1.02
compress time/wide table cols=100 chunks=1 rows=1000	10652855	11708979	0.91
compress time/wide table cols=100 chunks=50 rows=1000	12057045	11942692	1.01
compress time/wide table cols=1000 chunks=1 rows=1000	123154177	132720428	0.93
compress time/wide table cols=1000 chunks=50 rows=1000	127332823	129759097	0.98
compress time/wide table cols=10000 chunks=1 rows=1000	1438003165	1427418785	1.01
compress time/wide table cols=10000 chunks=50 rows=1000	1446100979	1462705500	0.99
decompress time/Arade	27907934	25660918	1.09
decompress time/Bimbo	79831797	81003277	0.99
decompress time/CMSprovider	79741506	74153567	1.08
decompress time/Euro2016	17192495	18315572	0.94
decompress time/Food	7700519	7949861	0.97
decompress time/HashTags	72297673	69710959	1.04
decompress time/TPC-H l_comment canonical	39740288	39080444	1.02
decompress time/TPC-H l_comment chunked	39862414	39227947	1.02
decompress time/taxi 🚀	14366185	16906881	0.85
decompress time/wide table cols=100 chunks=1 rows=1000	2513669	2380075	1.06
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	2665495	2422821	1.10
decompress time/wide table cols=1000 chunks=1 rows=1000	23549047	22614972	1.04
decompress time/wide table cols=1000 chunks=50 rows=1000	24567787	22709462	1.08
decompress time/wide table cols=10000 chunks=1 rows=1000	254690358	252205106	1.01
decompress time/wide table cols=10000 chunks=50 rows=1000	259270685	261694312	0.99
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	2568599667	2635948553	0.97
parquet_rs-zstd compress time/Bimbo	12772893067	12623939810	1.01
parquet_rs-zstd compress time/CMSprovider	6886005218	6777851624	1.02
parquet_rs-zstd compress time/Euro2016	1296267083	1295501878	1.00
parquet_rs-zstd compress time/Food	784144552	789518088	0.99
parquet_rs-zstd compress time/HashTags	2163289281	2124649174	1.02
parquet_rs-zstd compress time/TPC-H l_comment canonical	3169406712	3161765521	1.00
parquet_rs-zstd compress time/TPC-H l_comment chunked	3147697899	3138465573	1.00
parquet_rs-zstd compress time/taxi	1196236121	1203645132	0.99
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6083253	6020093	1.01
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6105992	6141940	0.99
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	74721294	73759588	1.01
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	76445422	73424143	1.04
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	799370602	789082101	1.01
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	780252080	806014981	0.97
parquet_rs-zstd decompress time/Arade	613540995	629557428	0.97
parquet_rs-zstd decompress time/Bimbo	1669660401	1679079170	0.99
parquet_rs-zstd decompress time/CMSprovider	1699042052	1689325886	1.01
parquet_rs-zstd decompress time/Euro2016	372992732	372475899	1.00
parquet_rs-zstd decompress time/Food	194835400	197295756	0.99
parquet_rs-zstd decompress time/HashTags	644639985	616511702	1.05
parquet_rs-zstd decompress time/TPC-H l_comment canonical	588967838	589301567	1.00
parquet_rs-zstd decompress time/TPC-H l_comment chunked	588506134	584158824	1.01
parquet_rs-zstd decompress time/taxi	243811011	247148674	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2770222	2777299	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2796556	2855851	0.98
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	32133925	32118713	1.00
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	33161963	32731332	1.01
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	344912142	345497896	1.00
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	339669154	342171710	0.99
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	163497796	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	1.07
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.02
vortex:parquet-zstd ratio compress time/Food	0	0	1.00
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.97
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.03
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.04
vortex:parquet-zstd ratio compress time/taxi	0	0	1.03
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	0.90
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.92
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.94
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio decompress time/Arade 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.07
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	0.94
vortex:parquet-zstd ratio decompress time/Food	0	0	0.98
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.99
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.02
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.01
vortex:parquet-zstd ratio decompress time/taxi 🚀	0	0	0.86
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	1.06
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.04
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.00
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 · 2026-05-07T10:42:40Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.2%
Vortex (geomean): 0.958x ➖
Parquet (geomean): 0.956x ➖
Shifts: Parquet (control) -4.4% · Median polish -3.7%

datafusion / vortex-file-compressed (1.004x ➖, 1↑ 1↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	705018850	710578820	0.99
tpch_q02/datafusion:vortex-file-compressed 🚀	695579622	1005959440	0.69
tpch_q03/datafusion:vortex-file-compressed 🚨	1278416234	940542210	1.36
tpch_q04/datafusion:vortex-file-compressed	817043440	665134733	1.23
tpch_q05/datafusion:vortex-file-compressed	1056965906	1074317600	0.98
tpch_q06/datafusion:vortex-file-compressed	698101831	637932696	1.09
tpch_q07/datafusion:vortex-file-compressed	1091596792	1223297894	0.89
tpch_q08/datafusion:vortex-file-compressed	1161123025	1270243522	0.91
tpch_q09/datafusion:vortex-file-compressed	1315225093	1363208132	0.96
tpch_q10/datafusion:vortex-file-compressed	974819683	984671498	0.99
tpch_q11/datafusion:vortex-file-compressed	516663457	589575953	0.88
tpch_q12/datafusion:vortex-file-compressed	1161844466	897197788	1.29
tpch_q13/datafusion:vortex-file-compressed	473766899	456672103	1.04
tpch_q14/datafusion:vortex-file-compressed	779470460	633888938	1.23
tpch_q15/datafusion:vortex-file-compressed	1207652621	1102093783	1.10
tpch_q16/datafusion:vortex-file-compressed	359223613	371485422	0.97
tpch_q17/datafusion:vortex-file-compressed	1245179686	1291664093	0.96
tpch_q18/datafusion:vortex-file-compressed	1392669860	1459751237	0.95
tpch_q19/datafusion:vortex-file-compressed	852686925	900738360	0.95
tpch_q20/datafusion:vortex-file-compressed	968353591	1083919314	0.89
tpch_q21/datafusion:vortex-file-compressed	1664002125	2052670875	0.81
tpch_q22/datafusion:vortex-file-compressed	474638136	404076140	1.17

datafusion / vortex-compact (0.979x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	715111050	738888855	0.97
tpch_q02/datafusion:vortex-compact	736787606	672005175	1.10
tpch_q03/datafusion:vortex-compact	813673711	719828402	1.13
tpch_q04/datafusion:vortex-compact	633128750	676875876	0.94
tpch_q05/datafusion:vortex-compact	905814581	1000663841	0.91
tpch_q06/datafusion:vortex-compact	670883901	676877744	0.99
tpch_q07/datafusion:vortex-compact	999272182	952389302	1.05
tpch_q08/datafusion:vortex-compact	1078390930	1205736733	0.89
tpch_q09/datafusion:vortex-compact	1188366766	1299868876	0.91
tpch_q10/datafusion:vortex-compact	919793916	856868524	1.07
tpch_q11/datafusion:vortex-compact	440130936	425691668	1.03
tpch_q12/datafusion:vortex-compact	823545181	1080367488	0.76
tpch_q13/datafusion:vortex-compact	414670390	468562009	0.88
tpch_q14/datafusion:vortex-compact	636762152	673351296	0.95
tpch_q15/datafusion:vortex-compact	1089237446	1063259474	1.02
tpch_q16/datafusion:vortex-compact	366077354	349098190	1.05
tpch_q17/datafusion:vortex-compact	1198353000	1201462358	1.00
tpch_q18/datafusion:vortex-compact	1171105058	1086300962	1.08
tpch_q19/datafusion:vortex-compact	853954302	747929996	1.14
tpch_q20/datafusion:vortex-compact	843968987	998586759	0.85
tpch_q21/datafusion:vortex-compact	1454243316	1605052996	0.91
tpch_q22/datafusion:vortex-compact	371218187	368949074	1.01

datafusion / parquet (0.975x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	854842097	834701096	1.02
tpch_q02/datafusion:parquet	885945911	911777214	0.97
tpch_q03/datafusion:parquet	965327960	882703025	1.09
tpch_q04/datafusion:parquet	458496311	412745119	1.11
tpch_q05/datafusion:parquet	1246573231	1174878105	1.06
tpch_q06/datafusion:parquet	600669698	533322306	1.13
tpch_q07/datafusion:parquet	1289444828	1321446200	0.98
tpch_q08/datafusion:parquet	1562587890	1554723453	1.01
tpch_q09/datafusion:parquet	1675084361	2109542347	0.79
tpch_q10/datafusion:parquet	1996018951	2002092475	1.00
tpch_q11/datafusion:parquet	540270311	532749638	1.01
tpch_q12/datafusion:parquet	634029358	699445254	0.91
tpch_q13/datafusion:parquet	712453210	700810513	1.02
tpch_q14/datafusion:parquet	776974381	798268669	0.97
tpch_q15/datafusion:parquet	1249101090	1256878174	0.99
tpch_q16/datafusion:parquet	331113714	367591963	0.90
tpch_q17/datafusion:parquet	1386501841	1321300705	1.05
tpch_q18/datafusion:parquet	1530820848	1513006784	1.01
tpch_q19/datafusion:parquet	890683182	924728675	0.96
tpch_q20/datafusion:parquet	1048775855	1252239192	0.84
tpch_q21/datafusion:parquet	2070330712	2105498822	0.98
tpch_q22/datafusion:parquet	814501398	1102589224	0.74

duckdb / vortex-file-compressed (0.901x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	659013980	611815368	1.08
tpch_q02/duckdb:vortex-file-compressed	1164079216	1251056466	0.93
tpch_q03/duckdb:vortex-file-compressed	1003089004	967299787	1.04
tpch_q04/duckdb:vortex-file-compressed	720399686	594355356	1.21
tpch_q05/duckdb:vortex-file-compressed	1149027231	1133745639	1.01
tpch_q06/duckdb:vortex-file-compressed	940174718	805145430	1.17
tpch_q07/duckdb:vortex-file-compressed	1180475830	1236491643	0.95
tpch_q08/duckdb:vortex-file-compressed	1519855562	1406769643	1.08
tpch_q09/duckdb:vortex-file-compressed	1519001907	1549001884	0.98
tpch_q10/duckdb:vortex-file-compressed	1108074324	1207733501	0.92
tpch_q11/duckdb:vortex-file-compressed	670809734	704900083	0.95
tpch_q12/duckdb:vortex-file-compressed	710297751	855396361	0.83
tpch_q13/duckdb:vortex-file-compressed	913468999	968384239	0.94
tpch_q14/duckdb:vortex-file-compressed	863370668	1217100576	0.71
tpch_q15/duckdb:vortex-file-compressed	579954668	753437053	0.77
tpch_q16/duckdb:vortex-file-compressed	491565281	614693423	0.80
tpch_q17/duckdb:vortex-file-compressed	976192452	1311221723	0.74
tpch_q18/duckdb:vortex-file-compressed	955964472	1155384942	0.83
tpch_q19/duckdb:vortex-file-compressed	782201338	1092291131	0.72
tpch_q20/duckdb:vortex-file-compressed	1261296253	1528688067	0.83
tpch_q21/duckdb:vortex-file-compressed	2017175171	2598090665	0.78
tpch_q22/duckdb:vortex-file-compressed	595415680	758220576	0.79

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

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	593952978	617245671	0.96
tpch_q02/duckdb:vortex-compact	1068483711	1242955113	0.86
tpch_q03/duckdb:vortex-compact	821158072	923782307	0.89
tpch_q04/duckdb:vortex-compact	554923197	552740511	1.00
tpch_q05/duckdb:vortex-compact	1035494090	1115611381	0.93
tpch_q06/duckdb:vortex-compact	719435013	761481439	0.94
tpch_q07/duckdb:vortex-compact	1112786859	1107913158	1.00
tpch_q08/duckdb:vortex-compact	1401496708	1462401258	0.96
tpch_q09/duckdb:vortex-compact	1395640302	1396542513	1.00
tpch_q10/duckdb:vortex-compact	1073587967	1188643279	0.90
tpch_q11/duckdb:vortex-compact	614208327	713408669	0.86
tpch_q12/duckdb:vortex-compact	675610766	749745445	0.90
tpch_q13/duckdb:vortex-compact	895664154	918538856	0.98
tpch_q14/duckdb:vortex-compact	856022789	859419546	1.00
tpch_q15/duckdb:vortex-compact	574240836	538852789	1.07
tpch_q16/duckdb:vortex-compact	463612026	487683491	0.95
tpch_q17/duckdb:vortex-compact	901336704	921974414	0.98
tpch_q18/duckdb:vortex-compact	703643054	816038690	0.86
tpch_q19/duckdb:vortex-compact	755912991	770015439	0.98
tpch_q20/duckdb:vortex-compact	1256641756	1266194783	0.99
tpch_q21/duckdb:vortex-compact	1841970459	1753098067	1.05
tpch_q22/duckdb:vortex-compact	653715287	713556051	0.92

duckdb / parquet (0.938x ➖, 0↑ 0↓)

name	PR `edd2c4a` (ns)	base `eda8c2c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	795598859	941961363	0.84
tpch_q02/duckdb:parquet	1319047118	1373577673	0.96
tpch_q03/duckdb:parquet	1666374652	1984291345	0.84
tpch_q04/duckdb:parquet	958831213	998351848	0.96
tpch_q05/duckdb:parquet	1869953150	1976965731	0.95
tpch_q06/duckdb:parquet	858053375	851855909	1.01
tpch_q07/duckdb:parquet	1736815199	2008213702	0.86
tpch_q08/duckdb:parquet	2470331936	2536193258	0.97
tpch_q09/duckdb:parquet	2665264516	2770095559	0.96
tpch_q10/duckdb:parquet	3059375921	3070738385	1.00
tpch_q11/duckdb:parquet	909499941	1020424392	0.89
tpch_q12/duckdb:parquet	1104999295	1285637869	0.86
tpch_q13/duckdb:parquet	1211084196	1477139066	0.82
tpch_q14/duckdb:parquet	1260227971	1272682087	0.99
tpch_q15/duckdb:parquet	955809681	957040699	1.00
tpch_q16/duckdb:parquet	890753558	906773200	0.98
tpch_q17/duckdb:parquet	1331361737	1349637194	0.99
tpch_q18/duckdb:parquet	1370213120	1438901499	0.95
tpch_q19/duckdb:parquet	1412802447	1494651931	0.95
tpch_q20/duckdb:parquet	1833025884	1969927935	0.93
tpch_q21/duckdb:parquet	1788646255	1840905975	0.97
tpch_q22/duckdb:parquet	1110861714	1129717925	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-3.2%	-7.0%	+4.1%	+42.3%	➖ noise
1	datafusion:vortex-file-compressed	-0.8%	-7.0%	+6.7%	+53.4%	➖ noise
1	duckdb:vortex-compact	-3.8%	-7.0%	+3.5%	+33.3%	➖ noise
1	duckdb:vortex-file-compressed	+7.7%	-7.0%	+15.8%	+31.4%	➖ noise
2	datafusion:vortex-compact	+9.6%	-3.4%	+13.5%	+39.8%	➖ noise
2	datafusion:vortex-file-compressed	-30.9%	-3.4%	-28.4%	+35.6%	✅ faster
2	duckdb:vortex-compact	-14.0%	-3.4%	-11.0%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-7.0%	-3.4%	-3.7%	+30.0%	➖ noise
3	datafusion:vortex-compact	+13.0%	-4.2%	+18.0%	+47.1%	➖ noise
3	datafusion:vortex-file-compressed	+35.9%	-4.2%	+41.8%	+40.0%	🚨 regression
3	duckdb:vortex-compact	-11.1%	-4.2%	-7.2%	+40.2%	➖ noise
3	duckdb:vortex-file-compressed	+3.7%	-4.2%	+8.2%	+37.5%	➖ noise
4	datafusion:vortex-compact	-6.5%	+3.3%	-9.4%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+22.8%	+3.3%	+18.9%	+35.9%	➖ noise
4	duckdb:vortex-compact	+0.4%	+3.3%	-2.8%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+21.2%	+3.3%	+17.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	-9.5%	+0.2%	-9.6%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.6%	+0.2%	-1.8%	+30.0%	➖ noise
5	duckdb:vortex-compact	-7.2%	+0.2%	-7.3%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.3%	+0.2%	+1.2%	+30.0%	➖ noise
6	datafusion:vortex-compact	-0.9%	+6.5%	-6.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+9.4%	+6.5%	+2.7%	+30.0%	➖ noise
6	duckdb:vortex-compact	-5.5%	+6.5%	-11.3%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+16.8%	+6.5%	+9.6%	+30.0%	➖ noise
7	datafusion:vortex-compact	+4.9%	-8.1%	+14.2%	+39.8%	➖ noise
7	datafusion:vortex-file-compressed	-10.8%	-8.1%	-2.9%	+41.4%	➖ noise
7	duckdb:vortex-compact	+0.4%	-8.1%	+9.3%	+42.1%	➖ noise
7	duckdb:vortex-file-compressed	-4.5%	-8.1%	+3.9%	+40.3%	➖ noise
8	datafusion:vortex-compact	-10.6%	-1.1%	-9.6%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-8.6%	-1.1%	-7.6%	+30.0%	➖ noise
8	duckdb:vortex-compact	-4.2%	-1.1%	-3.1%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+8.0%	-1.1%	+9.2%	+30.0%	➖ noise
9	datafusion:vortex-compact	-8.6%	-12.6%	+4.6%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-3.5%	-12.6%	+10.4%	+30.0%	➖ noise
9	duckdb:vortex-compact	-0.1%	-12.6%	+14.3%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.9%	-12.6%	+12.2%	+30.0%	➖ noise
10	datafusion:vortex-compact	+7.3%	-0.3%	+7.7%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.0%	-0.3%	-0.7%	+30.0%	➖ noise
10	duckdb:vortex-compact	-9.7%	-0.3%	-9.4%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-8.3%	-0.3%	-7.9%	+30.0%	➖ noise
11	datafusion:vortex-compact	+3.4%	-4.9%	+8.8%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-12.4%	-4.9%	-7.8%	+30.0%	➖ noise
11	duckdb:vortex-compact	-13.9%	-4.9%	-9.4%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-4.8%	-4.9%	+0.1%	+31.0%	➖ noise
12	datafusion:vortex-compact	-23.8%	-11.7%	-13.6%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	+29.5%	-11.7%	+46.7%	+30.0%	🚨 regression
12	duckdb:vortex-compact	-9.9%	-11.7%	+2.1%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-17.0%	-11.7%	-5.9%	+30.0%	➖ noise
13	datafusion:vortex-compact	-11.5%	-8.7%	-3.1%	+36.7%	➖ noise
13	datafusion:vortex-file-compressed	+3.7%	-8.7%	+13.6%	+32.5%	➖ noise
13	duckdb:vortex-compact	-2.5%	-8.7%	+6.8%	+45.5%	➖ noise
13	duckdb:vortex-file-compressed	-5.7%	-8.7%	+3.3%	+44.1%	➖ noise
14	datafusion:vortex-compact	-5.4%	-1.8%	-3.7%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+23.0%	-1.8%	+25.3%	+30.0%	➖ noise
14	duckdb:vortex-compact	-0.4%	-1.8%	+1.5%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-29.1%	-1.8%	-27.7%	+30.0%	✅ faster
15	datafusion:vortex-compact	+2.4%	-0.4%	+2.8%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+9.6%	-0.4%	+10.0%	+30.0%	➖ noise
15	duckdb:vortex-compact	+6.6%	-0.4%	+7.0%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-23.0%	-0.4%	-22.7%	+30.0%	➖ noise
16	datafusion:vortex-compact	+4.9%	-5.9%	+11.5%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-3.3%	-5.9%	+2.8%	+34.8%	➖ noise
16	duckdb:vortex-compact	-4.9%	-5.9%	+1.1%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-20.0%	-5.9%	-15.0%	+30.0%	➖ noise
17	datafusion:vortex-compact	-0.3%	+1.7%	-2.0%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-3.6%	+1.7%	-5.2%	+30.0%	➖ noise
17	duckdb:vortex-compact	-2.2%	+1.7%	-3.9%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-25.6%	+1.7%	-26.8%	+30.0%	✅ faster
18	datafusion:vortex-compact	+7.8%	-1.8%	+9.8%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-4.6%	-1.8%	-2.8%	+30.0%	➖ noise
18	duckdb:vortex-compact	-13.8%	-1.8%	-12.2%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-17.3%	-1.8%	-15.7%	+30.0%	➖ noise
19	datafusion:vortex-compact	+14.2%	-4.6%	+19.7%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.3%	-4.6%	-0.8%	+30.0%	➖ noise
19	duckdb:vortex-compact	-1.8%	-4.6%	+2.9%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-28.4%	-4.6%	-24.9%	+30.0%	✅ faster
20	datafusion:vortex-compact	-15.5%	-11.7%	-4.3%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-10.7%	-11.7%	+1.2%	+30.0%	➖ noise
20	duckdb:vortex-compact	-0.8%	-11.7%	+12.4%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-17.5%	-11.7%	-6.5%	+30.0%	➖ noise
21	datafusion:vortex-compact	-9.4%	-2.3%	-7.3%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-18.9%	-2.3%	-17.1%	+30.0%	➖ noise
21	duckdb:vortex-compact	+5.1%	-2.3%	+7.5%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-22.4%	-2.3%	-20.6%	+30.0%	➖ noise
22	datafusion:vortex-compact	+0.6%	-14.8%	+18.1%	+41.6%	➖ noise
22	datafusion:vortex-file-compressed	+17.5%	-14.8%	+37.8%	+45.3%	➖ noise
22	duckdb:vortex-compact	-8.4%	-14.8%	+7.5%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-21.5%	-14.8%	-7.9%	+30.0%	➖ noise

fix[patches]: ensure cached patches are updated and use PatchesData

0cdd587

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

joseph-isaacs added the changelog/fix A bug fix label May 6, 2026

joseph-isaacs changed the title ~~fix[patches]: ensure cached patches are updated and use PatchesData~~ fix[sparse]: ensure cached patches are updated and use PatchesData May 6, 2026

fix[patches]: ensure cached patches are updated and use PatchesData

1ce40fa

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

joseph-isaacs marked this pull request as ready for review May 6, 2026 16:28

joseph-isaacs requested a review from robert3005 May 6, 2026 16:28

joseph-isaacs enabled auto-merge (squash) May 6, 2026 16:29

joseph-isaacs added 2 commits May 6, 2026 17:49

fix[patches]: ensure cached patches are updated and use PatchesData

49a88d3

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

fix[patches]: ensure cached patches are updated and use PatchesData

edd2c4a

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

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

robert3005 approved these changes May 7, 2026

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joseph-isaacs merged commit 115b3ba into develop May 7, 2026
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joseph-isaacs deleted the ji/sparse-array-patches branch May 7, 2026 10:17

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Merging this PR will degrade performance by 23.4%

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Polar Signals Profiling Results

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Benchmarks: PolarSignals Profiling

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File Sizes: PolarSignals Profiling

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Benchmarks: FineWeb NVMe

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File Sizes: FineWeb NVMe

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Benchmarks: TPC-H SF=1 on NVME

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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: Statistical and Population Genetics

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File Sizes: Statistical and Population Genetics

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Benchmarks: TPC-H SF=10 on NVME

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File Sizes: TPC-H SF=10 on NVME

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Benchmarks: TPC-H SF=1 on S3

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Benchmarks: Clickbench on NVME

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File Sizes: Clickbench on NVME

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Benchmarks: Compression

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Benchmarks: TPC-H SF=10 on S3

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