run compress bench in parallel

[joseph-isaacs]

Summary

Closes: #000

Testing

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	4ebf4f4		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟡 In Progress	4ebf4f4		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

BENCHMARK FAILED

Benchmark Compression (other) failed! Check the workflow run for details.

[codspeed-hq]

Merging this PR will improve performance by 11.62%

⚡ 1 improved benchmark
✅ 1121 untouched benchmarks
⏩ 1530 skipped benchmarks¹

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	Simulation	chunked_bool_canonical_into[(1000, 10)]	72.9 µs	65.3 µs	+11.62%

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_{Comparing ji/compress-parallel-bench (6d84c8d) with develop (38ab5af)}

Footnotes

1. 1530 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.038x ➖

---

datafusion / vortex-file-compressed (1.038x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	129962322	126300187	1.03
polarsignals_q01/datafusion:vortex-file-compressed	384835751	376353843	1.02
polarsignals_q02/datafusion:vortex-file-compressed	23609614	22718881	1.04
polarsignals_q03/datafusion:vortex-file-compressed	395983707	377657148	1.05
polarsignals_q04/datafusion:vortex-file-compressed	11845505	10823840	1.09
polarsignals_q05/datafusion:vortex-file-compressed	16516579	15378771	1.07
polarsignals_q06/datafusion:vortex-file-compressed	19407435	18513625	1.05
polarsignals_q07/datafusion:vortex-file-compressed	13566279	13401606	1.01
polarsignals_q08/datafusion:vortex-file-compressed	477349103	463357706	1.03
polarsignals_q09/datafusion:vortex-file-compressed	10423698	10621527	0.98

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +4.9%
Vortex (geomean): 1.105x ❌
Parquet (geomean): 1.042x ➖
Shifts: Parquet (control) +4.2% · Median polish +7.0%

---

datafusion / vortex-file-compressed (1.029x ➖, 0↑ 1↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	48235702	50201468	0.96
tpch_q02/datafusion:vortex-file-compressed	34522093	33509251	1.03
tpch_q03/datafusion:vortex-file-compressed	27224443	29329487	0.93
tpch_q04/datafusion:vortex-file-compressed	18527664	19421660	0.95
tpch_q05/datafusion:vortex-file-compressed	55508516	53903049	1.03
tpch_q06/datafusion:vortex-file-compressed	11327128	10333435	1.10
tpch_q07/datafusion:vortex-file-compressed	64010483	61929719	1.03
tpch_q08/datafusion:vortex-file-compressed	47115431	44742470	1.05
tpch_q09/datafusion:vortex-file-compressed	57290478	54364106	1.05
tpch_q10/datafusion:vortex-file-compressed	45139258	45811364	0.99
tpch_q11/datafusion:vortex-file-compressed	18360605	17848255	1.03
tpch_q12/datafusion:vortex-file-compressed	23089601	22702601	1.02
tpch_q13/datafusion:vortex-file-compressed	28245254	28262111	1.00
tpch_q14/datafusion:vortex-file-compressed	16522408	15620124	1.06
tpch_q15/datafusion:vortex-file-compressed	24684223	24656386	1.00
tpch_q16/datafusion:vortex-file-compressed	26215991	24289406	1.08
tpch_q17/datafusion:vortex-file-compressed	66836204	63775027	1.05
tpch_q18/datafusion:vortex-file-compressed	81564831	79828186	1.02
tpch_q19/datafusion:vortex-file-compressed	22735103	22004200	1.03
tpch_q20/datafusion:vortex-file-compressed	33549645	34481512	0.97
tpch_q21/datafusion:vortex-file-compressed	79865535	73686696	1.08
tpch_q22/datafusion:vortex-file-compressed 🚨	18712212	15648108	1.20

datafusion / vortex-compact (1.097x ➖, 0↑ 9↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	63898011	59179082	1.08
tpch_q02/datafusion:vortex-compact	38527413	36082583	1.07
tpch_q03/datafusion:vortex-compact	31845590	32335271	0.98
tpch_q04/datafusion:vortex-compact	24133657	23290940	1.04
tpch_q05/datafusion:vortex-compact	58246242	55045867	1.06
tpch_q06/datafusion:vortex-compact 🚨	15130759	13608033	1.11
tpch_q07/datafusion:vortex-compact	71921295	70700175	1.02
tpch_q08/datafusion:vortex-compact	50732200	49087865	1.03
tpch_q09/datafusion:vortex-compact 🚨	70619753	60977255	1.16
tpch_q10/datafusion:vortex-compact 🚨	68893966	53816440	1.28
tpch_q11/datafusion:vortex-compact	21384928	19972236	1.07
tpch_q12/datafusion:vortex-compact	33877614	33142646	1.02
tpch_q13/datafusion:vortex-compact	36922443	37718036	0.98
tpch_q14/datafusion:vortex-compact	22430492	21321089	1.05
tpch_q15/datafusion:vortex-compact 🚨	40237571	33512515	1.20
tpch_q16/datafusion:vortex-compact	32886255	29995975	1.10
tpch_q17/datafusion:vortex-compact 🚨	82790019	70102960	1.18
tpch_q18/datafusion:vortex-compact 🚨	103901025	83447770	1.25
tpch_q19/datafusion:vortex-compact	34985592	33310116	1.05
tpch_q20/datafusion:vortex-compact 🚨	44630477	38606599	1.16
tpch_q21/datafusion:vortex-compact 🚨	105071495	86212511	1.22
tpch_q22/datafusion:vortex-compact 🚨	18939421	17161553	1.10

datafusion / parquet (1.024x ➖, 2↑ 3↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	137190334	137259838	1.00
tpch_q02/datafusion:parquet	72003884	69103424	1.04
tpch_q03/datafusion:parquet 🚨	81722917	69961827	1.17
tpch_q04/datafusion:parquet	47884478	47714756	1.00
tpch_q05/datafusion:parquet	105645726	102920644	1.03
tpch_q06/datafusion:parquet 🚨	42763450	34066464	1.26
tpch_q07/datafusion:parquet	116076845	111615015	1.04
tpch_q08/datafusion:parquet	98395336	98086527	1.00
tpch_q09/datafusion:parquet	132527297	134970415	0.98
tpch_q10/datafusion:parquet	121312774	118652152	1.02
tpch_q11/datafusion:parquet	50640106	47303751	1.07
tpch_q12/datafusion:parquet 🚀	80511641	95120410	0.85
tpch_q13/datafusion:parquet	213354897	203484974	1.05
tpch_q14/datafusion:parquet 🚨	50236907	43886250	1.14
tpch_q15/datafusion:parquet	67316346	66445309	1.01
tpch_q16/datafusion:parquet	50466601	52009979	0.97
tpch_q17/datafusion:parquet	136720166	127841566	1.07
tpch_q18/datafusion:parquet	165498104	175213862	0.94
tpch_q19/datafusion:parquet 🚀	78374043	89076217	0.88
tpch_q20/datafusion:parquet	77343239	76493866	1.01
tpch_q21/datafusion:parquet	142822911	145697670	0.98
tpch_q22/datafusion:parquet	37825275	34815258	1.09

datafusion / arrow (1.014x ➖, 1↑ 2↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	53318608	55132518	0.97
tpch_q02/datafusion:arrow	21850219	22338673	0.98
tpch_q03/datafusion:arrow	34010113	34725027	0.98
tpch_q04/datafusion:arrow	28043495	27557590	1.02
tpch_q05/datafusion:arrow	79018203	83160660	0.95
tpch_q06/datafusion:arrow	20206565	20610521	0.98
tpch_q07/datafusion:arrow	115443391	113589693	1.02
tpch_q08/datafusion:arrow	46845492	45197480	1.04
tpch_q09/datafusion:arrow	74328563	68945176	1.08
tpch_q10/datafusion:arrow 🚨	56219256	50587594	1.11
tpch_q11/datafusion:arrow	11786326	11595950	1.02
tpch_q12/datafusion:arrow 🚨	61358799	54269461	1.13
tpch_q13/datafusion:arrow	51802563	49449039	1.05
tpch_q14/datafusion:arrow	23755304	22974190	1.03
tpch_q15/datafusion:arrow	46411077	44133261	1.05
tpch_q16/datafusion:arrow	21543967	20968514	1.03
tpch_q17/datafusion:arrow	72057774	72621986	0.99
tpch_q18/datafusion:arrow	146677309	142190609	1.03
tpch_q19/datafusion:arrow 🚀	39980954	44672267	0.89
tpch_q20/datafusion:arrow	38914002	39958386	0.97
tpch_q21/datafusion:arrow	158213328	152450079	1.04
tpch_q22/datafusion:arrow	19865275	20348360	0.98

duckdb / vortex-file-compressed (1.172x ❌, 0↑ 21↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚨	36631928	33025707	1.11
tpch_q02/duckdb:vortex-file-compressed 🚨	31149521	26864391	1.16
tpch_q03/duckdb:vortex-file-compressed 🚨	34440829	28874434	1.19
tpch_q04/duckdb:vortex-file-compressed 🚨	35414061	28903090	1.23
tpch_q05/duckdb:vortex-file-compressed 🚨	37215346	32846451	1.13
tpch_q06/duckdb:vortex-file-compressed 🚨	12129394	10473593	1.16
tpch_q07/duckdb:vortex-file-compressed 🚨	43722791	36915479	1.18
tpch_q08/duckdb:vortex-file-compressed 🚨	46413058	38917966	1.19
tpch_q09/duckdb:vortex-file-compressed 🚨	91656773	79574003	1.15
tpch_q10/duckdb:vortex-file-compressed 🚨	41887710	35408569	1.18
tpch_q11/duckdb:vortex-file-compressed 🚨	18665493	15500975	1.20
tpch_q12/duckdb:vortex-file-compressed 🚨	25479691	22118833	1.15
tpch_q13/duckdb:vortex-file-compressed 🚨	42106363	36479704	1.15
tpch_q14/duckdb:vortex-file-compressed 🚨	26091492	20874987	1.25
tpch_q15/duckdb:vortex-file-compressed 🚨	18935329	16002601	1.18
tpch_q16/duckdb:vortex-file-compressed	33087941	30191146	1.10
tpch_q17/duckdb:vortex-file-compressed 🚨	29089032	24869410	1.17
tpch_q18/duckdb:vortex-file-compressed 🚨	54184295	47263719	1.15
tpch_q19/duckdb:vortex-file-compressed 🚨	38196526	32280091	1.18
tpch_q20/duckdb:vortex-file-compressed 🚨	41440358	34233497	1.21
tpch_q21/duckdb:vortex-file-compressed 🚨	122266152	101931237	1.20
tpch_q22/duckdb:vortex-file-compressed 🚨	20761952	18053677	1.15

duckdb / vortex-compact (1.127x ❌, 0↑ 16↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	43148033	39893204	1.08
tpch_q02/duckdb:vortex-compact	40750111	37551994	1.09
tpch_q03/duckdb:vortex-compact 🚨	36587235	32422200	1.13
tpch_q04/duckdb:vortex-compact 🚨	39115198	35170089	1.11
tpch_q05/duckdb:vortex-compact	41910898	38352133	1.09
tpch_q06/duckdb:vortex-compact 🚨	16552089	14258377	1.16
tpch_q07/duckdb:vortex-compact 🚨	48953060	41994998	1.17
tpch_q08/duckdb:vortex-compact 🚨	51052292	45908894	1.11
tpch_q09/duckdb:vortex-compact 🚨	103187510	86796211	1.19
tpch_q10/duckdb:vortex-compact 🚨	45927626	40893133	1.12
tpch_q11/duckdb:vortex-compact 🚨	23787280	20963469	1.13
tpch_q12/duckdb:vortex-compact 🚨	41561506	36713715	1.13
tpch_q13/duckdb:vortex-compact 🚨	54013807	46525801	1.16
tpch_q14/duckdb:vortex-compact 🚨	33706422	30451624	1.11
tpch_q15/duckdb:vortex-compact 🚨	22180110	19491815	1.14
tpch_q16/duckdb:vortex-compact	39917461	36654274	1.09
tpch_q17/duckdb:vortex-compact 🚨	34770620	30947390	1.12
tpch_q18/duckdb:vortex-compact	56731005	51737284	1.10
tpch_q19/duckdb:vortex-compact 🚨	42934436	36700456	1.17
tpch_q20/duckdb:vortex-compact 🚨	50291888	44345295	1.13
tpch_q21/duckdb:vortex-compact 🚨	130256369	111388610	1.17
tpch_q22/duckdb:vortex-compact	22954854	20919312	1.10

duckdb / parquet (1.059x ➖, 0↑ 4↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚨	96435911	77404094	1.25
tpch_q02/duckdb:parquet	41904800	39185264	1.07
tpch_q03/duckdb:parquet	73489924	69225304	1.06
tpch_q04/duckdb:parquet	57045840	56048278	1.02
tpch_q05/duckdb:parquet	70844744	65940715	1.07
tpch_q06/duckdb:parquet	21516276	20881093	1.03
tpch_q07/duckdb:parquet	73290166	79538121	0.92
tpch_q08/duckdb:parquet	84628259	79556248	1.06
tpch_q09/duckdb:parquet 🚨	170612574	154462632	1.10
tpch_q10/duckdb:parquet	133768245	124072890	1.08
tpch_q11/duckdb:parquet	23811638	22114273	1.08
tpch_q12/duckdb:parquet	47306269	51333854	0.92
tpch_q13/duckdb:parquet 🚨	295491745	259800113	1.14
tpch_q14/duckdb:parquet	53439787	48783720	1.10
tpch_q15/duckdb:parquet	25902784	23819583	1.09
tpch_q16/duckdb:parquet	59268579	54624419	1.09
tpch_q17/duckdb:parquet	58237988	57620781	1.01
tpch_q18/duckdb:parquet	123897147	115567719	1.07
tpch_q19/duckdb:parquet	76825998	76567227	1.00
tpch_q20/duckdb:parquet	65318557	63124256	1.03
tpch_q21/duckdb:parquet 🚨	200698162	180766727	1.11
tpch_q22/duckdb:parquet	54911292	52330070	1.05

duckdb / duckdb (1.128x ❌, 0↑ 15↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16806162	16049706	1.05
tpch_q02/duckdb:duckdb 🚨	14152705	12449698	1.14
tpch_q03/duckdb:duckdb 🚨	21310841	19138445	1.11
tpch_q04/duckdb:duckdb	20652449	19168671	1.08
tpch_q05/duckdb:duckdb 🚨	21927909	18790734	1.17
tpch_q06/duckdb:duckdb	5859047	5332818	1.10
tpch_q07/duckdb:duckdb	23933315	23164106	1.03
tpch_q08/duckdb:duckdb 🚨	24344258	20793554	1.17
tpch_q09/duckdb:duckdb 🚨	62636785	53274465	1.18
tpch_q10/duckdb:duckdb 🚨	50347409	40313142	1.25
tpch_q11/duckdb:duckdb 🚨	6724827	5589083	1.20
tpch_q12/duckdb:duckdb 🚨	15682159	13566886	1.16
tpch_q13/duckdb:duckdb 🚨	40212175	36020632	1.12
tpch_q14/duckdb:duckdb 🚨	19799638	16393615	1.21
tpch_q15/duckdb:duckdb 🚨	13596498	11751084	1.16
tpch_q16/duckdb:duckdb 🚨	27056428	22884296	1.18
tpch_q17/duckdb:duckdb	14890578	13794595	1.08
tpch_q18/duckdb:duckdb 🚨	42178440	37503633	1.12
tpch_q19/duckdb:duckdb 🚨	30869073	27652318	1.12
tpch_q20/duckdb:duckdb	24162875	22768892	1.06
tpch_q21/duckdb:duckdb 🚨	61949092	55729227	1.11
tpch_q22/duckdb:duckdb	25710313	24152501	1.06

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-3.3%	+11.6%	-13.3%	+31.1%	➖ noise
1	datafusion:vortex-compact	+8.0%	+11.6%	-3.2%	+30.7%	➖ noise
1	datafusion:vortex-file-compressed	-3.9%	+11.6%	-13.9%	+31.3%	➖ noise
1	duckdb:duckdb	+4.7%	+11.6%	-6.2%	+30.0%	➖ noise
1	duckdb:vortex-compact	+8.2%	+11.6%	-3.1%	+29.2%	➖ noise
1	duckdb:vortex-file-compressed	+10.9%	+11.6%	-0.6%	+30.2%	➖ noise
2	datafusion:arrow	-2.2%	+5.6%	-7.3%	+16.1%	➖ noise
2	datafusion:vortex-compact	+6.8%	+5.6%	+1.2%	+16.1%	➖ noise
2	datafusion:vortex-file-compressed	+3.0%	+5.6%	-2.4%	+16.1%	➖ noise
2	duckdb:duckdb	+13.7%	+5.6%	+7.7%	+18.7%	➖ noise
2	duckdb:vortex-compact	+8.5%	+5.6%	+2.8%	+16.1%	➖ noise
2	duckdb:vortex-file-compressed	+16.0%	+5.6%	+9.8%	+16.1%	➖ noise
3	datafusion:arrow	-2.1%	+11.4%	-12.0%	+16.1%	➖ noise
3	datafusion:vortex-compact	-1.5%	+11.4%	-11.6%	+16.1%	➖ noise
3	datafusion:vortex-file-compressed	-7.2%	+11.4%	-16.6%	+16.1%	✅ faster
3	duckdb:duckdb	+11.4%	+11.4%	-0.0%	+16.4%	➖ noise
3	duckdb:vortex-compact	+12.8%	+11.4%	+1.3%	+16.1%	➖ noise
3	duckdb:vortex-file-compressed	+19.3%	+11.4%	+7.1%	+16.1%	➖ noise
4	datafusion:arrow	+1.8%	+1.1%	+0.7%	+16.1%	➖ noise
4	datafusion:vortex-compact	+3.6%	+1.1%	+2.5%	+16.1%	➖ noise
4	datafusion:vortex-file-compressed	-4.6%	+1.1%	-5.6%	+16.1%	➖ noise
4	duckdb:duckdb	+7.7%	+1.1%	+6.6%	+16.1%	➖ noise
4	duckdb:vortex-compact	+11.2%	+1.1%	+10.0%	+16.1%	➖ noise
4	duckdb:vortex-file-compressed	+22.5%	+1.1%	+21.2%	+16.1%	🚨 regression
5	datafusion:arrow	-5.0%	+5.0%	-9.5%	+16.1%	➖ noise
5	datafusion:vortex-compact	+5.8%	+5.0%	+0.8%	+16.1%	➖ noise
5	datafusion:vortex-file-compressed	+3.0%	+5.0%	-1.9%	+16.1%	➖ noise
5	duckdb:duckdb	+16.7%	+5.0%	+11.1%	+17.1%	➖ noise
5	duckdb:vortex-compact	+9.3%	+5.0%	+4.1%	+16.1%	➖ noise
5	duckdb:vortex-file-compressed	+13.3%	+5.0%	+7.9%	+16.1%	➖ noise
6	datafusion:arrow	-2.0%	+13.7%	-13.8%	+18.6%	➖ noise
6	datafusion:vortex-compact	+11.2%	+13.7%	-2.2%	+23.5%	➖ noise
6	datafusion:vortex-file-compressed	+9.6%	+13.7%	-3.6%	+22.2%	➖ noise
6	duckdb:duckdb	+9.9%	+13.7%	-3.4%	+22.6%	➖ noise
6	duckdb:vortex-compact	+16.1%	+13.7%	+2.1%	+22.2%	➖ noise
6	duckdb:vortex-file-compressed	+15.8%	+13.7%	+1.8%	+23.1%	➖ noise
7	datafusion:arrow	+1.6%	-2.1%	+3.8%	+16.1%	➖ noise
7	datafusion:vortex-compact	+1.7%	-2.1%	+3.9%	+16.1%	➖ noise
7	datafusion:vortex-file-compressed	+3.4%	-2.1%	+5.6%	+16.1%	➖ noise
7	duckdb:duckdb	+3.3%	-2.1%	+5.5%	+16.1%	➖ noise
7	duckdb:vortex-compact	+16.6%	-2.1%	+19.1%	+16.1%	🚨 regression
7	duckdb:vortex-file-compressed	+18.4%	-2.1%	+21.0%	+16.1%	🚨 regression
8	datafusion:arrow	+3.6%	+3.3%	+0.3%	+16.1%	➖ noise
8	datafusion:vortex-compact	+3.3%	+3.3%	+0.0%	+16.1%	➖ noise
8	datafusion:vortex-file-compressed	+5.3%	+3.3%	+1.9%	+16.1%	➖ noise
8	duckdb:duckdb	+17.1%	+3.3%	+13.3%	+16.1%	➖ noise
8	duckdb:vortex-compact	+11.2%	+3.3%	+7.7%	+16.1%	➖ noise
8	duckdb:vortex-file-compressed	+19.3%	+3.3%	+15.4%	+16.1%	➖ noise
9	datafusion:arrow	+7.8%	+4.1%	+3.5%	+16.1%	➖ noise
9	datafusion:vortex-compact	+15.8%	+4.1%	+11.2%	+16.1%	➖ noise
9	datafusion:vortex-file-compressed	+5.4%	+4.1%	+1.2%	+16.1%	➖ noise
9	duckdb:duckdb	+17.6%	+4.1%	+12.9%	+16.1%	➖ noise
9	duckdb:vortex-compact	+18.9%	+4.1%	+14.2%	+16.1%	➖ noise
9	duckdb:vortex-file-compressed	+15.2%	+4.1%	+10.6%	+16.1%	➖ noise
10	datafusion:arrow	+11.1%	+5.0%	+5.8%	+16.1%	➖ noise
10	datafusion:vortex-compact	+28.0%	+5.0%	+21.9%	+16.1%	🚨 regression
10	datafusion:vortex-file-compressed	-1.5%	+5.0%	-6.2%	+16.1%	➖ noise
10	duckdb:duckdb	+24.9%	+5.0%	+19.0%	+16.7%	🚨 regression
10	duckdb:vortex-compact	+12.3%	+5.0%	+7.0%	+16.1%	➖ noise
10	duckdb:vortex-file-compressed	+18.3%	+5.0%	+12.7%	+16.1%	➖ noise
11	datafusion:arrow	+1.6%	+7.4%	-5.3%	+16.1%	➖ noise
11	datafusion:vortex-compact	+7.1%	+7.4%	-0.3%	+20.5%	➖ noise
11	datafusion:vortex-file-compressed	+2.9%	+7.4%	-4.2%	+16.1%	➖ noise
11	duckdb:duckdb	+20.3%	+7.4%	+12.1%	+16.1%	➖ noise
11	duckdb:vortex-compact	+13.5%	+7.4%	+5.7%	+16.1%	➖ noise
11	duckdb:vortex-file-compressed	+20.4%	+7.4%	+12.2%	+16.1%	➖ noise
12	datafusion:arrow	+13.1%	-11.7%	+28.0%	+16.1%	🚨 regression
12	datafusion:vortex-compact	+2.2%	-11.7%	+15.7%	+16.1%	➖ noise
12	datafusion:vortex-file-compressed	+1.7%	-11.7%	+15.2%	+16.1%	➖ noise
12	duckdb:duckdb	+15.6%	-11.7%	+30.9%	+16.1%	🚨 regression
12	duckdb:vortex-compact	+13.2%	-11.7%	+28.2%	+16.1%	🚨 regression
12	duckdb:vortex-file-compressed	+15.2%	-11.7%	+30.4%	+16.1%	🚨 regression
13	datafusion:arrow	+4.8%	+9.2%	-4.1%	+16.1%	➖ noise
13	datafusion:vortex-compact	-2.1%	+9.2%	-10.4%	+16.1%	➖ noise
13	datafusion:vortex-file-compressed	-0.1%	+9.2%	-8.5%	+16.1%	➖ noise
13	duckdb:duckdb	+11.6%	+9.2%	+2.2%	+16.1%	➖ noise
13	duckdb:vortex-compact	+16.1%	+9.2%	+6.3%	+16.1%	➖ noise
13	duckdb:vortex-file-compressed	+15.4%	+9.2%	+5.7%	+16.1%	➖ noise
14	datafusion:arrow	+3.4%	+12.0%	-7.7%	+16.1%	➖ noise
14	datafusion:vortex-compact	+5.2%	+12.0%	-6.1%	+16.1%	➖ noise
14	datafusion:vortex-file-compressed	+5.8%	+12.0%	-5.5%	+16.1%	➖ noise
14	duckdb:duckdb	+20.8%	+12.0%	+7.9%	+20.8%	➖ noise
14	duckdb:vortex-compact	+10.7%	+12.0%	-1.2%	+16.1%	➖ noise
14	duckdb:vortex-file-compressed	+25.0%	+12.0%	+11.6%	+16.2%	➖ noise
15	datafusion:arrow	+5.2%	+5.0%	+0.2%	+16.1%	➖ noise
15	datafusion:vortex-compact	+20.1%	+5.0%	+14.4%	+16.6%	➖ noise
15	datafusion:vortex-file-compressed	+0.1%	+5.0%	-4.6%	+18.0%	➖ noise
15	duckdb:duckdb	+15.7%	+5.0%	+10.2%	+19.2%	➖ noise
15	duckdb:vortex-compact	+13.8%	+5.0%	+8.4%	+16.2%	➖ noise
15	duckdb:vortex-file-compressed	+18.3%	+5.0%	+12.7%	+16.1%	➖ noise
16	datafusion:arrow	+2.7%	+2.6%	+0.1%	+16.1%	➖ noise
16	datafusion:vortex-compact	+9.6%	+2.6%	+6.8%	+16.1%	➖ noise
16	datafusion:vortex-file-compressed	+7.9%	+2.6%	+5.2%	+16.1%	➖ noise
16	duckdb:duckdb	+18.2%	+2.6%	+15.2%	+16.1%	➖ noise
16	duckdb:vortex-compact	+8.9%	+2.6%	+6.1%	+16.1%	➖ noise
16	duckdb:vortex-file-compressed	+9.6%	+2.6%	+6.8%	+16.1%	➖ noise
17	datafusion:arrow	-0.8%	+4.0%	-4.6%	+16.1%	➖ noise
17	datafusion:vortex-compact	+18.1%	+4.0%	+13.6%	+16.1%	➖ noise
17	datafusion:vortex-file-compressed	+4.8%	+4.0%	+0.8%	+16.1%	➖ noise
17	duckdb:duckdb	+7.9%	+4.0%	+3.8%	+16.1%	➖ noise
17	duckdb:vortex-compact	+12.4%	+4.0%	+8.1%	+16.1%	➖ noise
17	duckdb:vortex-file-compressed	+17.0%	+4.0%	+12.5%	+16.1%	➖ noise
18	datafusion:arrow	+3.2%	+0.6%	+2.5%	+16.1%	➖ noise
18	datafusion:vortex-compact	+24.5%	+0.6%	+23.7%	+16.1%	🚨 regression
18	datafusion:vortex-file-compressed	+2.2%	+0.6%	+1.5%	+16.1%	➖ noise
18	duckdb:duckdb	+12.5%	+0.6%	+11.8%	+16.1%	➖ noise
18	duckdb:vortex-compact	+9.7%	+0.6%	+9.0%	+16.1%	➖ noise
18	duckdb:vortex-file-compressed	+14.6%	+0.6%	+13.9%	+16.1%	➖ noise
19	datafusion:arrow	-10.5%	-6.0%	-4.7%	+19.6%	➖ noise
19	datafusion:vortex-compact	+5.0%	-6.0%	+11.8%	+16.4%	➖ noise
19	datafusion:vortex-file-compressed	+3.3%	-6.0%	+10.0%	+16.1%	➖ noise
19	duckdb:duckdb	+11.6%	-6.0%	+18.8%	+16.1%	🚨 regression
19	duckdb:vortex-compact	+17.0%	-6.0%	+24.5%	+16.4%	🚨 regression
19	duckdb:vortex-file-compressed	+18.3%	-6.0%	+25.9%	+16.1%	🚨 regression
20	datafusion:arrow	-2.6%	+2.3%	-4.8%	+17.5%	➖ noise
20	datafusion:vortex-compact	+15.6%	+2.3%	+13.0%	+16.1%	➖ noise
20	datafusion:vortex-file-compressed	-2.7%	+2.3%	-4.9%	+16.1%	➖ noise
20	duckdb:duckdb	+6.1%	+2.3%	+3.8%	+16.1%	➖ noise
20	duckdb:vortex-compact	+13.4%	+2.3%	+10.9%	+16.1%	➖ noise
20	duckdb:vortex-file-compressed	+21.1%	+2.3%	+18.3%	+18.1%	🚨 regression
21	datafusion:arrow	+3.8%	+4.3%	-0.5%	+16.1%	➖ noise
21	datafusion:vortex-compact	+21.9%	+4.3%	+16.8%	+16.1%	🚨 regression
21	datafusion:vortex-file-compressed	+8.4%	+4.3%	+3.9%	+16.1%	➖ noise
21	duckdb:duckdb	+11.2%	+4.3%	+6.6%	+16.1%	➖ noise
21	duckdb:vortex-compact	+16.9%	+4.3%	+12.1%	+16.1%	➖ noise
21	duckdb:vortex-file-compressed	+19.9%	+4.3%	+15.0%	+16.1%	➖ noise
22	datafusion:arrow	-2.4%	+6.8%	-8.6%	+16.1%	➖ noise
22	datafusion:vortex-compact	+10.4%	+6.8%	+3.4%	+16.1%	➖ noise
22	datafusion:vortex-file-compressed	+19.6%	+6.8%	+12.0%	+16.1%	➖ noise
22	duckdb:duckdb	+6.4%	+6.8%	-0.3%	+16.1%	➖ noise
22	duckdb:vortex-compact	+9.7%	+6.8%	+2.8%	+16.1%	➖ noise
22	duckdb:vortex-file-compressed	+15.0%	+6.8%	+7.7%	+16.1%	➖ noise

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.4%
Vortex (geomean): 0.987x ➖
Parquet (geomean): 0.983x ➖
Shifts: Parquet (control) -1.7% · Median polish -0.9%

---

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

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	6253575	6529421	0.96
fineweb_q01/datafusion:vortex-file-compressed	30029967	29079473	1.03
fineweb_q02/datafusion:vortex-file-compressed	31755495	33751265	0.94
fineweb_q03/datafusion:vortex-file-compressed	84512883	93364613	0.91
fineweb_q04/datafusion:vortex-file-compressed	267622457	273644727	0.98
fineweb_q05/datafusion:vortex-file-compressed	234663955	247379992	0.95
fineweb_q06/datafusion:vortex-file-compressed	76241357	73796337	1.03
fineweb_q07/datafusion:vortex-file-compressed	73983167	75333035	0.98
fineweb_q08/datafusion:vortex-file-compressed	31111896	28616089	1.09

datafusion / vortex-compact (1.001x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5379753	5162633	1.04
fineweb_q01/datafusion:vortex-compact	168959442	167366677	1.01
fineweb_q02/datafusion:vortex-compact	172238226	170679481	1.01
fineweb_q03/datafusion:vortex-compact	1554290386	1555130943	1.00
fineweb_q04/datafusion:vortex-compact	1684350424	1717694705	0.98
fineweb_q05/datafusion:vortex-compact	1327379280	1339037275	0.99
fineweb_q06/datafusion:vortex-compact	756353680	761663864	0.99
fineweb_q07/datafusion:vortex-compact	771579068	807248555	0.96
fineweb_q08/datafusion:vortex-compact	25403530	24586642	1.03

datafusion / parquet (0.988x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	7407854	7292299	1.02
fineweb_q01/datafusion:parquet	292655277	303649146	0.96
fineweb_q02/datafusion:parquet	290089624	309062704	0.94
fineweb_q03/datafusion:parquet	299439352	300651810	1.00
fineweb_q04/datafusion:parquet	315162929	317336182	0.99
fineweb_q05/datafusion:parquet	310839757	310571776	1.00
fineweb_q06/datafusion:parquet	302518327	311175342	0.97
fineweb_q07/datafusion:parquet	295506154	293766428	1.01
fineweb_q08/datafusion:parquet	291092150	288402493	1.01

duckdb / vortex-file-compressed (0.989x ➖, 1↑ 1↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3835347	3958736	0.97
fineweb_q01/duckdb:vortex-file-compressed	28994331	28728517	1.01
fineweb_q02/duckdb:vortex-file-compressed	29879726	29422490	1.02
fineweb_q03/duckdb:vortex-file-compressed 🚀	136910857	171873157	0.80
fineweb_q04/duckdb:vortex-file-compressed	242730806	236938146	1.02
fineweb_q05/duckdb:vortex-file-compressed	225832117	219674658	1.03
fineweb_q06/duckdb:vortex-file-compressed 🚨	75659797	68615583	1.10
fineweb_q07/duckdb:vortex-file-compressed	72086186	75658441	0.95
fineweb_q08/duckdb:vortex-file-compressed	28625630	27633708	1.04

duckdb / vortex-compact (0.973x ➖, 1↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4554224	4719526	0.96
fineweb_q01/duckdb:vortex-compact	103224438	108454341	0.95
fineweb_q02/duckdb:vortex-compact	116874151	122854040	0.95
fineweb_q03/duckdb:vortex-compact	948685907	935288726	1.01
fineweb_q04/duckdb:vortex-compact	980591431	995361576	0.99
fineweb_q05/duckdb:vortex-compact	870227430	893610849	0.97
fineweb_q06/duckdb:vortex-compact	509081884	500856848	1.02
fineweb_q07/duckdb:vortex-compact	518576355	510962723	1.01
fineweb_q08/duckdb:vortex-compact 🚀	22323068	24968775	0.89

duckdb / parquet (0.978x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	38388159	39656486	0.97
fineweb_q01/duckdb:parquet	98205247	103126595	0.95
fineweb_q02/duckdb:parquet	104277527	107562218	0.97
fineweb_q03/duckdb:parquet	326421337	328057639	1.00
fineweb_q04/duckdb:parquet	459707932	456561716	1.01
fineweb_q05/duckdb:parquet	428037873	435018485	0.98
fineweb_q06/duckdb:parquet	207275588	216149482	0.96
fineweb_q07/duckdb:parquet	222726399	225804724	0.99
fineweb_q08/duckdb:parquet	63640838	64511311	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+4.2%	-0.8%	+5.1%	+40.2%	➖ noise
0	datafusion:vortex-file-compressed	-4.2%	-0.8%	-3.4%	+52.9%	➖ noise
0	duckdb:vortex-compact	-3.5%	-0.8%	-2.7%	+33.4%	➖ noise
0	duckdb:vortex-file-compressed	-3.1%	-0.8%	-2.3%	+49.4%	➖ noise
1	datafusion:vortex-compact	+1.0%	-4.2%	+5.4%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+3.3%	-4.2%	+7.8%	+18.0%	➖ noise
1	duckdb:vortex-compact	-4.8%	-4.2%	-0.7%	+14.8%	➖ noise
1	duckdb:vortex-file-compressed	+0.9%	-4.2%	+5.3%	+40.0%	➖ noise
2	datafusion:vortex-compact	+0.9%	-4.6%	+5.8%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-5.9%	-4.6%	-1.4%	+21.6%	➖ noise
2	duckdb:vortex-compact	-4.9%	-4.6%	-0.3%	+10.2%	➖ noise
2	duckdb:vortex-file-compressed	+1.6%	-4.6%	+6.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.1%	-0.5%	+0.4%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-9.5%	-0.5%	-9.1%	+24.1%	➖ noise
3	duckdb:vortex-compact	+1.4%	-0.5%	+1.9%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-20.3%	-0.5%	-20.0%	+28.1%	➖ noise
4	datafusion:vortex-compact	-1.9%	-0.0%	-1.9%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.2%	-0.0%	-2.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.5%	-0.0%	-1.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.4%	-0.0%	+2.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.9%	-0.8%	-0.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-5.1%	-0.8%	-4.4%	+13.0%	➖ noise
5	duckdb:vortex-compact	-2.6%	-0.8%	-1.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.8%	-0.8%	+3.6%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.7%	-3.4%	+2.8%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+3.3%	-3.4%	+7.0%	+15.3%	➖ noise
6	duckdb:vortex-compact	+1.6%	-3.4%	+5.3%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+10.3%	-3.4%	+14.2%	+10.0%	🚨 regression
7	datafusion:vortex-compact	-4.4%	-0.4%	-4.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.8%	-0.4%	-1.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.5%	-0.4%	+1.9%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.7%	-0.4%	-4.3%	+14.0%	➖ noise
8	datafusion:vortex-compact	+3.3%	-0.2%	+3.5%	+15.6%	➖ noise
8	datafusion:vortex-file-compressed	+8.7%	-0.2%	+9.0%	+25.8%	➖ noise
8	duckdb:vortex-compact	-10.6%	-0.2%	-10.4%	+23.9%	➖ noise
8	duckdb:vortex-file-compressed	+3.6%	-0.2%	+3.8%	+11.6%	➖ noise

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.4%
Vortex (geomean): 0.936x ➖
Parquet (geomean): 0.942x ➖
Shifts: Parquet (control) -5.8% · Median polish -0.4%

---

datafusion / vortex-file-compressed (0.850x ✅, 95↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚀	27120132	32327926	0.84
tpcds_q02/datafusion:vortex-file-compressed 🚀	52766402	62244123	0.85
tpcds_q03/datafusion:vortex-file-compressed 🚀	20204820	24826593	0.81
tpcds_q04/datafusion:vortex-file-compressed 🚀	293256159	348992019	0.84
tpcds_q05/datafusion:vortex-file-compressed 🚀	52626111	62811774	0.84
tpcds_q06/datafusion:vortex-file-compressed 🚀	51625284	61677352	0.84
tpcds_q07/datafusion:vortex-file-compressed 🚀	52570704	63383630	0.83
tpcds_q08/datafusion:vortex-file-compressed 🚀	36502837	43785997	0.83
tpcds_q09/datafusion:vortex-file-compressed 🚀	55064524	63564874	0.87
tpcds_q10/datafusion:vortex-file-compressed 🚀	46458798	55219229	0.84
tpcds_q11/datafusion:vortex-file-compressed 🚀	169160224	202743269	0.83
tpcds_q12/datafusion:vortex-file-compressed 🚀	23234596	27660012	0.84
tpcds_q13/datafusion:vortex-file-compressed 🚀	62633852	71082219	0.88
tpcds_q14/datafusion:vortex-file-compressed 🚀	204625451	237811026	0.86
tpcds_q15/datafusion:vortex-file-compressed 🚀	35074962	42511946	0.83
tpcds_q16/datafusion:vortex-file-compressed 🚀	28116575	33491862	0.84
tpcds_q17/datafusion:vortex-file-compressed 🚀	67973670	79318369	0.86
tpcds_q18/datafusion:vortex-file-compressed 🚀	76603623	90323977	0.85
tpcds_q19/datafusion:vortex-file-compressed 🚀	31856272	35915360	0.89
tpcds_q20/datafusion:vortex-file-compressed 🚀	26813641	30007051	0.89
tpcds_q21/datafusion:vortex-file-compressed 🚀	135150336	159242154	0.85
tpcds_q22/datafusion:vortex-file-compressed 🚀	57268441	70999902	0.81
tpcds_q23/datafusion:vortex-file-compressed 🚀	150934530	179010676	0.84
tpcds_q24/datafusion:vortex-file-compressed 🚀	112566154	134078291	0.84
tpcds_q25/datafusion:vortex-file-compressed 🚀	67335497	80201407	0.84
tpcds_q26/datafusion:vortex-file-compressed 🚀	36267310	42561158	0.85
tpcds_q27/datafusion:vortex-file-compressed 🚀	120514700	142370583	0.85
tpcds_q28/datafusion:vortex-file-compressed 🚀	50627607	56389227	0.90
tpcds_q29/datafusion:vortex-file-compressed 🚀	67926361	79756162	0.85
tpcds_q30/datafusion:vortex-file-compressed	31109129	34532846	0.90
tpcds_q31/datafusion:vortex-file-compressed 🚀	99738542	113304993	0.88
tpcds_q32/datafusion:vortex-file-compressed 🚀	21834972	24689224	0.88
tpcds_q33/datafusion:vortex-file-compressed 🚀	39537856	44659682	0.89
tpcds_q34/datafusion:vortex-file-compressed 🚀	34304933	39163925	0.88
tpcds_q35/datafusion:vortex-file-compressed	58116154	63926622	0.91
tpcds_q36/datafusion:vortex-file-compressed 🚀	76459676	88821824	0.86
tpcds_q37/datafusion:vortex-file-compressed 🚀	34096727	42027963	0.81
tpcds_q38/datafusion:vortex-file-compressed 🚀	53485926	61982964	0.86
tpcds_q39/datafusion:vortex-file-compressed 🚀	138187081	176161546	0.78
tpcds_q40/datafusion:vortex-file-compressed 🚀	52669195	61350217	0.86
tpcds_q41/datafusion:vortex-file-compressed 🚀	17397855	22014643	0.79
tpcds_q42/datafusion:vortex-file-compressed 🚀	19593095	22316647	0.88
tpcds_q43/datafusion:vortex-file-compressed 🚀	33097605	39477614	0.84
tpcds_q44/datafusion:vortex-file-compressed 🚀	46304330	54641090	0.85
tpcds_q45/datafusion:vortex-file-compressed 🚀	33934528	38910320	0.87
tpcds_q46/datafusion:vortex-file-compressed 🚀	50497452	58804506	0.86
tpcds_q47/datafusion:vortex-file-compressed 🚀	202727275	250198002	0.81
tpcds_q48/datafusion:vortex-file-compressed 🚀	47884591	56336141	0.85
tpcds_q49/datafusion:vortex-file-compressed 🚀	69412845	81145889	0.86
tpcds_q50/datafusion:vortex-file-compressed 🚀	47359714	58263723	0.81
tpcds_q51/datafusion:vortex-file-compressed 🚀	89644344	106483574	0.84
tpcds_q52/datafusion:vortex-file-compressed 🚀	18925829	22840365	0.83
tpcds_q53/datafusion:vortex-file-compressed 🚀	26368587	30371731	0.87
tpcds_q54/datafusion:vortex-file-compressed 🚀	45183656	52019546	0.87
tpcds_q55/datafusion:vortex-file-compressed 🚀	18519574	20741293	0.89
tpcds_q56/datafusion:vortex-file-compressed 🚀	42073161	46840581	0.90
tpcds_q57/datafusion:vortex-file-compressed 🚀	125674628	149653508	0.84
tpcds_q58/datafusion:vortex-file-compressed 🚀	70386927	83863594	0.84
tpcds_q59/datafusion:vortex-file-compressed 🚀	73603236	87622098	0.84
tpcds_q60/datafusion:vortex-file-compressed 🚀	42562431	47953361	0.89
tpcds_q61/datafusion:vortex-file-compressed 🚀	52257323	60920507	0.86
tpcds_q62/datafusion:vortex-file-compressed 🚀	31469199	38695813	0.81
tpcds_q63/datafusion:vortex-file-compressed 🚀	26408618	31000958	0.85
tpcds_q64/datafusion:vortex-file-compressed 🚀	469464706	544445532	0.86
tpcds_q65/datafusion:vortex-file-compressed	50919374	56471771	0.90
tpcds_q66/datafusion:vortex-file-compressed 🚀	95340336	107253481	0.89
tpcds_q67/datafusion:vortex-file-compressed 🚀	122229104	140281463	0.87
tpcds_q68/datafusion:vortex-file-compressed 🚀	46019357	52754388	0.87
tpcds_q69/datafusion:vortex-file-compressed 🚀	44238946	49339286	0.90
tpcds_q70/datafusion:vortex-file-compressed 🚀	110080327	126834720	0.87
tpcds_q71/datafusion:vortex-file-compressed 🚀	32344592	37743720	0.86
tpcds_q72/datafusion:vortex-file-compressed 🚀	2592576711	3292479629	0.79
tpcds_q73/datafusion:vortex-file-compressed 🚀	36260237	44565243	0.81
tpcds_q74/datafusion:vortex-file-compressed 🚀	117728979	140799797	0.84
tpcds_q75/datafusion:vortex-file-compressed	129372255	143122424	0.90
tpcds_q76/datafusion:vortex-file-compressed 🚀	36425831	40842634	0.89
tpcds_q77/datafusion:vortex-file-compressed 🚀	53519832	60092973	0.89
tpcds_q78/datafusion:vortex-file-compressed 🚀	126841784	154843269	0.82
tpcds_q79/datafusion:vortex-file-compressed 🚀	40154999	48654541	0.83
tpcds_q80/datafusion:vortex-file-compressed 🚀	115230509	137503005	0.84
tpcds_q81/datafusion:vortex-file-compressed 🚀	36420044	44417893	0.82
tpcds_q82/datafusion:vortex-file-compressed 🚀	36621470	45974007	0.80
tpcds_q83/datafusion:vortex-file-compressed 🚀	50481264	58106884	0.87
tpcds_q84/datafusion:vortex-file-compressed 🚀	14732330	18501062	0.80
tpcds_q85/datafusion:vortex-file-compressed 🚀	102075176	114840230	0.89
tpcds_q86/datafusion:vortex-file-compressed 🚀	19949078	22522300	0.89
tpcds_q87/datafusion:vortex-file-compressed 🚀	54885979	65064517	0.84
tpcds_q88/datafusion:vortex-file-compressed 🚀	83960741	98443203	0.85
tpcds_q89/datafusion:vortex-file-compressed 🚀	36271947	43704911	0.83
tpcds_q90/datafusion:vortex-file-compressed 🚀	18239973	21492931	0.85
tpcds_q91/datafusion:vortex-file-compressed 🚀	25916070	30862192	0.84
tpcds_q92/datafusion:vortex-file-compressed 🚀	18827326	22392134	0.84
tpcds_q93/datafusion:vortex-file-compressed 🚀	35234064	43220630	0.82
tpcds_q94/datafusion:vortex-file-compressed 🚀	25918508	29141076	0.89
tpcds_q95/datafusion:vortex-file-compressed 🚀	60153722	70645413	0.85
tpcds_q96/datafusion:vortex-file-compressed 🚀	18026325	21718627	0.83
tpcds_q97/datafusion:vortex-file-compressed 🚀	32793289	38603073	0.85
tpcds_q98/datafusion:vortex-file-compressed 🚀	33030552	39704994	0.83
tpcds_q99/datafusion:vortex-file-compressed 🚀	44997748	57097286	0.79

datafusion / vortex-compact (0.890x ✅, 72↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 🚀	37026033	42884114	0.86
tpcds_q02/datafusion:vortex-compact 🚀	57460030	66102682	0.87
tpcds_q03/datafusion:vortex-compact 🚀	26566047	29531173	0.90
tpcds_q04/datafusion:vortex-compact 🚀	327511509	393642309	0.83
tpcds_q05/datafusion:vortex-compact 🚀	65676424	77035625	0.85
tpcds_q06/datafusion:vortex-compact 🚀	56935386	67999688	0.84
tpcds_q07/datafusion:vortex-compact 🚀	67599940	82208093	0.82
tpcds_q08/datafusion:vortex-compact 🚀	44947359	51138232	0.88
tpcds_q09/datafusion:vortex-compact 🚀	101235225	133161493	0.76
tpcds_q10/datafusion:vortex-compact 🚀	63921430	71419684	0.90
tpcds_q11/datafusion:vortex-compact 🚀	189590643	229260834	0.83
tpcds_q12/datafusion:vortex-compact 🚀	25644233	30519028	0.84
tpcds_q13/datafusion:vortex-compact 🚀	129275424	146132243	0.88
tpcds_q14/datafusion:vortex-compact 🚀	254658070	299207640	0.85
tpcds_q15/datafusion:vortex-compact 🚀	40452698	47429453	0.85
tpcds_q16/datafusion:vortex-compact 🚀	39142059	45206402	0.87
tpcds_q17/datafusion:vortex-compact 🚀	92400703	107452143	0.86
tpcds_q18/datafusion:vortex-compact 🚀	93117618	105800260	0.88
tpcds_q19/datafusion:vortex-compact 🚀	42878949	48213931	0.89
tpcds_q20/datafusion:vortex-compact 🚀	30582210	34499336	0.89
tpcds_q21/datafusion:vortex-compact 🚀	141992556	166803942	0.85
tpcds_q22/datafusion:vortex-compact 🚀	64376558	78320332	0.82
tpcds_q23/datafusion:vortex-compact 🚀	181163946	213650315	0.85
tpcds_q24/datafusion:vortex-compact 🚀	138438117	159665139	0.87
tpcds_q25/datafusion:vortex-compact	95762529	105583607	0.91
tpcds_q26/datafusion:vortex-compact 🚀	47297125	52989179	0.89
tpcds_q27/datafusion:vortex-compact 🚀	155800888	180891535	0.86
tpcds_q28/datafusion:vortex-compact 🚀	100137297	115493863	0.87
tpcds_q29/datafusion:vortex-compact 🚀	94524357	108950194	0.87
tpcds_q30/datafusion:vortex-compact 🚀	35683498	41867799	0.85
tpcds_q31/datafusion:vortex-compact 🚀	125928150	145360255	0.87
tpcds_q32/datafusion:vortex-compact 🚀	27123667	30426465	0.89
tpcds_q33/datafusion:vortex-compact 🚀	51072076	56994332	0.90
tpcds_q34/datafusion:vortex-compact 🚀	47663611	53374883	0.89
tpcds_q35/datafusion:vortex-compact 🚀	67289675	76390858	0.88
tpcds_q36/datafusion:vortex-compact 🚀	96592393	111789599	0.86
tpcds_q37/datafusion:vortex-compact 🚀	45471734	55046518	0.83
tpcds_q38/datafusion:vortex-compact	66228440	73526142	0.90
tpcds_q39/datafusion:vortex-compact 🚀	147721784	181197537	0.82
tpcds_q40/datafusion:vortex-compact 🚀	59940946	70014261	0.86
tpcds_q41/datafusion:vortex-compact 🚀	20570003	25208667	0.82
tpcds_q42/datafusion:vortex-compact 🚀	24792453	28030673	0.88
tpcds_q43/datafusion:vortex-compact 🚀	38260156	43885884	0.87
tpcds_q44/datafusion:vortex-compact 🚀	76029697	87533243	0.87
tpcds_q45/datafusion:vortex-compact 🚀	37653367	42806778	0.88
tpcds_q46/datafusion:vortex-compact	69867971	76133162	0.92
tpcds_q47/datafusion:vortex-compact 🚀	225835603	267164726	0.85
tpcds_q48/datafusion:vortex-compact	99403610	104853661	0.95
tpcds_q49/datafusion:vortex-compact 🚀	95523755	113205953	0.84
tpcds_q50/datafusion:vortex-compact 🚀	62703769	70595922	0.89
tpcds_q51/datafusion:vortex-compact 🚀	95076729	107678893	0.88
tpcds_q52/datafusion:vortex-compact 🚀	25003960	29060884	0.86
tpcds_q53/datafusion:vortex-compact 🚀	34530341	38664789	0.89
tpcds_q54/datafusion:vortex-compact	58519501	63709130	0.92
tpcds_q55/datafusion:vortex-compact 🚀	24786500	27905306	0.89
tpcds_q56/datafusion:vortex-compact	53373307	58829668	0.91
tpcds_q57/datafusion:vortex-compact 🚀	137554222	162143230	0.85
tpcds_q58/datafusion:vortex-compact 🚀	75592807	88825372	0.85
tpcds_q59/datafusion:vortex-compact 🚀	85479617	99760921	0.86
tpcds_q60/datafusion:vortex-compact	54662920	60355974	0.91
tpcds_q61/datafusion:vortex-compact 🚀	71823846	80286984	0.89
tpcds_q62/datafusion:vortex-compact 🚀	32788464	38191613	0.86
tpcds_q63/datafusion:vortex-compact 🚀	35083664	40178087	0.87
tpcds_q64/datafusion:vortex-compact 🚀	533578132	613996852	0.87
tpcds_q65/datafusion:vortex-compact	66793435	73380128	0.91
tpcds_q66/datafusion:vortex-compact 🚀	99081243	110251349	0.90
tpcds_q67/datafusion:vortex-compact 🚀	130166147	146267358	0.89
tpcds_q68/datafusion:vortex-compact 🚀	68523102	80011978	0.86
tpcds_q69/datafusion:vortex-compact 🚀	58735382	66096931	0.89
tpcds_q70/datafusion:vortex-compact 🚀	120325118	141923132	0.85
tpcds_q71/datafusion:vortex-compact 🚀	46227744	53030260	0.87
tpcds_q72/datafusion:vortex-compact 🚀	2617693334	3249059773	0.81
tpcds_q73/datafusion:vortex-compact 🚀	49184946	54688807	0.90
tpcds_q74/datafusion:vortex-compact 🚀	132162636	154324118	0.86
tpcds_q75/datafusion:vortex-compact 🚀	167070794	187013531	0.89
tpcds_q76/datafusion:vortex-compact 🚀	50246147	59621436	0.84
tpcds_q77/datafusion:vortex-compact	68677843	75391765	0.91
tpcds_q78/datafusion:vortex-compact 🚀	149840810	177075595	0.85
tpcds_q79/datafusion:vortex-compact 🚀	57496667	66526573	0.86
tpcds_q80/datafusion:vortex-compact 🚀	129822784	153837831	0.84
tpcds_q81/datafusion:vortex-compact 🚀	42115585	48211276	0.87
tpcds_q82/datafusion:vortex-compact	48718493	50447680	0.97
tpcds_q83/datafusion:vortex-compact	59059006	62618610	0.94
tpcds_q84/datafusion:vortex-compact	18182183	18879469	0.96
tpcds_q85/datafusion:vortex-compact	125939236	126710475	0.99
tpcds_q86/datafusion:vortex-compact	20184348	19721319	1.02
tpcds_q87/datafusion:vortex-compact	66081010	65035096	1.02
tpcds_q88/datafusion:vortex-compact	131666147	132760942	0.99
tpcds_q89/datafusion:vortex-compact	44193554	43974874	1.00
tpcds_q90/datafusion:vortex-compact	24271455	24620666	0.99
tpcds_q91/datafusion:vortex-compact	40665297	39883543	1.02
tpcds_q92/datafusion:vortex-compact	20485085	21443704	0.96
tpcds_q93/datafusion:vortex-compact	48382186	46813413	1.03
tpcds_q94/datafusion:vortex-compact	32468181	31036361	1.05
tpcds_q95/datafusion:vortex-compact	72213910	72152285	1.00
tpcds_q96/datafusion:vortex-compact	26634943	26433786	1.01
tpcds_q97/datafusion:vortex-compact	41397745	41334200	1.00
tpcds_q98/datafusion:vortex-compact	38812346	37879648	1.02
tpcds_q99/datafusion:vortex-compact	51280818	50481486	1.02

datafusion / parquet (0.883x ✅, 65↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	36993773	40749612	0.91
tpcds_q02/datafusion:parquet	45162772	50074956	0.90
tpcds_q03/datafusion:parquet 🚀	14405832	17183457	0.84
tpcds_q04/datafusion:parquet 🚀	315591248	374586515	0.84
tpcds_q05/datafusion:parquet 🚀	52301411	62571727	0.84
tpcds_q06/datafusion:parquet	64568284	66721658	0.97
tpcds_q07/datafusion:parquet	89867124	99037837	0.91
tpcds_q08/datafusion:parquet	32743757	36257976	0.90
tpcds_q09/datafusion:parquet	59602263	64409288	0.93
tpcds_q10/datafusion:parquet	84155000	89654231	0.94
tpcds_q11/datafusion:parquet 🚀	181816486	211852653	0.86
tpcds_q12/datafusion:parquet	22891304	24766224	0.92
tpcds_q13/datafusion:parquet	87250606	96097719	0.91
tpcds_q14/datafusion:parquet 🚀	194315808	225484630	0.86
tpcds_q15/datafusion:parquet 🚀	25392638	29521155	0.86
tpcds_q16/datafusion:parquet 🚀	27860916	32330285	0.86
tpcds_q17/datafusion:parquet 🚀	70315172	80100305	0.88
tpcds_q18/datafusion:parquet	130965281	143475934	0.91
tpcds_q19/datafusion:parquet 🚀	27193032	30977820	0.88
tpcds_q20/datafusion:parquet 🚀	21297745	23910712	0.89
tpcds_q21/datafusion:parquet 🚀	21870876	24954260	0.88
tpcds_q22/datafusion:parquet 🚀	130937926	160144307	0.82
tpcds_q23/datafusion:parquet 🚀	165983143	197676285	0.84
tpcds_q24/datafusion:parquet 🚀	106089322	124380828	0.85
tpcds_q25/datafusion:parquet 🚀	71614294	84600023	0.85
tpcds_q26/datafusion:parquet 🚀	74474230	84988843	0.88
tpcds_q27/datafusion:parquet 🚀	163787537	190909419	0.86
tpcds_q28/datafusion:parquet 🚀	48973552	57866916	0.85
tpcds_q29/datafusion:parquet 🚀	72998276	86075177	0.85
tpcds_q30/datafusion:parquet 🚀	44618678	49808731	0.90
tpcds_q31/datafusion:parquet	76215058	84659403	0.90
tpcds_q32/datafusion:parquet 🚀	22360164	25190924	0.89
tpcds_q33/datafusion:parquet	35948611	39838999	0.90
tpcds_q34/datafusion:parquet	27111800	29827380	0.91
tpcds_q35/datafusion:parquet 🚀	84467914	98276970	0.86
tpcds_q36/datafusion:parquet 🚀	65297282	74511859	0.88
tpcds_q37/datafusion:parquet 🚀	22877289	26303732	0.87
tpcds_q38/datafusion:parquet	50390474	55659069	0.91
tpcds_q39/datafusion:parquet 🚀	83361086	100804701	0.83
tpcds_q40/datafusion:parquet	28212456	29623259	0.95
tpcds_q41/datafusion:parquet 🚀	16077398	18422024	0.87
tpcds_q42/datafusion:parquet 🚀	13546941	15466739	0.88
tpcds_q43/datafusion:parquet 🚀	18688828	21525593	0.87
tpcds_q44/datafusion:parquet 🚀	41651319	46913714	0.89
tpcds_q45/datafusion:parquet	33259845	36557453	0.91
tpcds_q46/datafusion:parquet 🚀	39044753	44787223	0.87
tpcds_q47/datafusion:parquet 🚀	137752483	159731670	0.86
tpcds_q48/datafusion:parquet 🚀	77854114	91018302	0.86
tpcds_q49/datafusion:parquet 🚀	67142409	75589483	0.89
tpcds_q50/datafusion:parquet 🚀	49204731	56635126	0.87
tpcds_q51/datafusion:parquet 🚀	89849652	100741998	0.89
tpcds_q52/datafusion:parquet 🚀	15486387	17625381	0.88
tpcds_q53/datafusion:parquet	23041626	25306034	0.91
tpcds_q54/datafusion:parquet	42660515	47093997	0.91
tpcds_q55/datafusion:parquet	14884528	15387226	0.97
tpcds_q56/datafusion:parquet	35825543	39737068	0.90
tpcds_q57/datafusion:parquet	114834549	124095970	0.93
tpcds_q58/datafusion:parquet 🚀	56619469	65381790	0.87
tpcds_q59/datafusion:parquet 🚀	58371246	65903183	0.89
tpcds_q60/datafusion:parquet	36251091	39185136	0.93
tpcds_q61/datafusion:parquet 🚀	50329508	59792366	0.84
tpcds_q62/datafusion:parquet	27479107	27712053	0.99
tpcds_q63/datafusion:parquet 🚀	21629854	24177931	0.89
tpcds_q64/datafusion:parquet 🚀	552052993	622341017	0.89
tpcds_q65/datafusion:parquet	46018423	49731410	0.93
tpcds_q66/datafusion:parquet	76936276	81010321	0.95
tpcds_q67/datafusion:parquet 🚀	151383221	180513377	0.84
tpcds_q68/datafusion:parquet	40899454	45280066	0.90
tpcds_q69/datafusion:parquet	78739595	85578268	0.92
tpcds_q70/datafusion:parquet	97082586	107172618	0.91
tpcds_q71/datafusion:parquet	26366775	29090696	0.91
tpcds_q72/datafusion:parquet 🚀	636706550	769325928	0.83
tpcds_q73/datafusion:parquet	28061029	30970347	0.91
tpcds_q74/datafusion:parquet 🚀	106771507	123298354	0.87
tpcds_q75/datafusion:parquet 🚀	118608974	134352470	0.88
tpcds_q76/datafusion:parquet 🚀	35905491	40587437	0.88
tpcds_q77/datafusion:parquet 🚀	48510383	56097777	0.86
tpcds_q78/datafusion:parquet 🚀	123093344	143930955	0.86
tpcds_q79/datafusion:parquet 🚀	31241369	35613956	0.88
tpcds_q80/datafusion:parquet 🚀	89959202	108226533	0.83
tpcds_q81/datafusion:parquet 🚀	41928103	47709850	0.88
tpcds_q82/datafusion:parquet	23390028	25765497	0.91
tpcds_q83/datafusion:parquet 🚀	47536640	54408675	0.87
tpcds_q84/datafusion:parquet	47225646	51994731	0.91
tpcds_q85/datafusion:parquet	174963569	190465758	0.92
tpcds_q86/datafusion:parquet 🚀	17735298	20377768	0.87
tpcds_q87/datafusion:parquet	52284303	56804537	0.92
tpcds_q88/datafusion:parquet 🚀	70333616	79048277	0.89
tpcds_q89/datafusion:parquet 🚀	24757765	27908115	0.89
tpcds_q90/datafusion:parquet 🚀	18140955	22031499	0.82
tpcds_q91/datafusion:parquet 🚀	69017939	78433390	0.88
tpcds_q92/datafusion:parquet 🚀	23021612	25657533	0.90
tpcds_q93/datafusion:parquet 🚀	35367039	42956695	0.82
tpcds_q94/datafusion:parquet 🚀	24229227	28457048	0.85
tpcds_q95/datafusion:parquet 🚀	68816742	77275514	0.89
tpcds_q96/datafusion:parquet 🚀	14071583	16913715	0.83
tpcds_q97/datafusion:parquet 🚀	32629863	39092990	0.83
tpcds_q98/datafusion:parquet 🚀	25498656	29884031	0.85
tpcds_q99/datafusion:parquet 🚀	27875701	32007444	0.87

duckdb / vortex-file-compressed (1.003x ➖, 1↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	25525772	26755976	0.95
tpcds_q02/duckdb:vortex-file-compressed	81672074	80089862	1.02
tpcds_q03/duckdb:vortex-file-compressed	23634447	25041430	0.94
tpcds_q04/duckdb:vortex-file-compressed	105057697	105158398	1.00
tpcds_q05/duckdb:vortex-file-compressed	99312851	105315752	0.94
tpcds_q06/duckdb:vortex-file-compressed	36425517	35735151	1.02
tpcds_q07/duckdb:vortex-file-compressed	24360384	24481401	1.00
tpcds_q08/duckdb:vortex-file-compressed	22980804	22845136	1.01
tpcds_q09/duckdb:vortex-file-compressed	38739955	39272852	0.99
tpcds_q10/duckdb:vortex-file-compressed	36046240	37945561	0.95
tpcds_q11/duckdb:vortex-file-compressed	61955713	61344057	1.01
tpcds_q12/duckdb:vortex-file-compressed	15004616	14362726	1.04
tpcds_q13/duckdb:vortex-file-compressed	34453142	32718596	1.05
tpcds_q14/duckdb:vortex-file-compressed	191478440	192317434	1.00
tpcds_q15/duckdb:vortex-file-compressed	40241110	40170419	1.00
tpcds_q16/duckdb:vortex-file-compressed	30937714	30756658	1.01
tpcds_q17/duckdb:vortex-file-compressed	38572261	38805632	0.99
tpcds_q18/duckdb:vortex-file-compressed	44697859	45238603	0.99
tpcds_q19/duckdb:vortex-file-compressed	33364702	32791812	1.02
tpcds_q20/duckdb:vortex-file-compressed	16116860	16674880	0.97
tpcds_q21/duckdb:vortex-file-compressed	20768759	19738543	1.05
tpcds_q22/duckdb:vortex-file-compressed	111517102	107704179	1.04
tpcds_q23/duckdb:vortex-file-compressed	126443937	128672817	0.98
tpcds_q24/duckdb:vortex-file-compressed	56037319	55810734	1.00
tpcds_q25/duckdb:vortex-file-compressed	38206550	36413161	1.05
tpcds_q26/duckdb:vortex-file-compressed	41184950	40329249	1.02
tpcds_q27/duckdb:vortex-file-compressed	87611275	86229966	1.02
tpcds_q28/duckdb:vortex-file-compressed	36300964	35383768	1.03
tpcds_q29/duckdb:vortex-file-compressed	36245626	37144423	0.98
tpcds_q30/duckdb:vortex-file-compressed	28974143	28855842	1.00
tpcds_q31/duckdb:vortex-file-compressed	26586066	26020578	1.02
tpcds_q32/duckdb:vortex-file-compressed	16704024	17224584	0.97
tpcds_q33/duckdb:vortex-file-compressed	69749253	70142443	0.99
tpcds_q34/duckdb:vortex-file-compressed	19758794	19119099	1.03
tpcds_q35/duckdb:vortex-file-compressed	63582688	63616035	1.00
tpcds_q36/duckdb:vortex-file-compressed	27445312	28716741	0.96
tpcds_q37/duckdb:vortex-file-compressed	23011024	21872229	1.05
tpcds_q38/duckdb:vortex-file-compressed	38096290	37248585	1.02
tpcds_q39/duckdb:vortex-file-compressed	45499898	45709141	1.00
tpcds_q40/duckdb:vortex-file-compressed	24240292	24587325	0.99
tpcds_q41/duckdb:vortex-file-compressed	12918238	13071191	0.99
tpcds_q42/duckdb:vortex-file-compressed	11153290	11930769	0.93
tpcds_q43/duckdb:vortex-file-compressed	20288175	20099058	1.01
tpcds_q44/duckdb:vortex-file-compressed	22157731	22812656	0.97
tpcds_q45/duckdb:vortex-file-compressed	27558590	26755354	1.03
tpcds_q46/duckdb:vortex-file-compressed	49265464	48140331	1.02
tpcds_q47/duckdb:vortex-file-compressed	49890419	48252404	1.03
tpcds_q48/duckdb:vortex-file-compressed	32439617	31927980	1.02
tpcds_q49/duckdb:vortex-file-compressed	31035386	32760742	0.95
tpcds_q50/duckdb:vortex-file-compressed	38004787	36985192	1.03
tpcds_q51/duckdb:vortex-file-compressed	102459826	98183415	1.04
tpcds_q52/duckdb:vortex-file-compressed	12639419	12078187	1.05
tpcds_q53/duckdb:vortex-file-compressed	17237040	17264646	1.00
tpcds_q54/duckdb:vortex-file-compressed	51880091	49808900	1.04
tpcds_q55/duckdb:vortex-file-compressed	12206158	11753660	1.04
tpcds_q56/duckdb:vortex-file-compressed	67087320	67289185	1.00
tpcds_q57/duckdb:vortex-file-compressed	43071163	45286031	0.95
tpcds_q58/duckdb:vortex-file-compressed	33326748	31437552	1.06
tpcds_q59/duckdb:vortex-file-compressed	61557831	60492679	1.02
tpcds_q60/duckdb:vortex-file-compressed	71504511	72928666	0.98
tpcds_q61/duckdb:vortex-file-compressed	40115856	38017926	1.06
tpcds_q62/duckdb:vortex-file-compressed	18288018	17915652	1.02
tpcds_q63/duckdb:vortex-file-compressed	17242838	17548818	0.98
tpcds_q64/duckdb:vortex-file-compressed	81263950	80096551	1.01
tpcds_q65/duckdb:vortex-file-compressed	23940915	23725305	1.01
tpcds_q66/duckdb:vortex-file-compressed 🚀	58064934	65626174	0.88
tpcds_q67/duckdb:vortex-file-compressed	152071460	146055118	1.04
tpcds_q68/duckdb:vortex-file-compressed	41659771	40922913	1.02
tpcds_q69/duckdb:vortex-file-compressed	38430801	37994903	1.01
tpcds_q70/duckdb:vortex-file-compressed	25341978	24528289	1.03
tpcds_q71/duckdb:vortex-file-compressed	20901693	20358088	1.03
tpcds_q72/duckdb:vortex-file-compressed	179060933	176136909	1.02
tpcds_q73/duckdb:vortex-file-compressed	19899435	20327051	0.98
tpcds_q74/duckdb:vortex-file-compressed	52345016	53261671	0.98
tpcds_q75/duckdb:vortex-file-compressed	60562163	58442352	1.04
tpcds_q76/duckdb:vortex-file-compressed	66856891	61596759	1.09
tpcds_q77/duckdb:vortex-file-compressed	63589164	63331567	1.00
tpcds_q78/duckdb:vortex-file-compressed	76411163	79946881	0.96
tpcds_q79/duckdb:vortex-file-compressed	42610836	42676230	1.00
tpcds_q80/duckdb:vortex-file-compressed	94060562	95656217	0.98
tpcds_q81/duckdb:vortex-file-compressed	33653978	34102933	0.99
tpcds_q82/duckdb:vortex-file-compressed	22269337	21627756	1.03
tpcds_q83/duckdb:vortex-file-compressed	28276596	29121256	0.97
tpcds_q84/duckdb:vortex-file-compressed	16962841	17040066	1.00
tpcds_q85/duckdb:vortex-file-compressed	46432372	45668738	1.02
tpcds_q86/duckdb:vortex-file-compressed	16418482	17452041	0.94
tpcds_q87/duckdb:vortex-file-compressed	41710245	39367015	1.06
tpcds_q88/duckdb:vortex-file-compressed	35434560	35321509	1.00
tpcds_q89/duckdb:vortex-file-compressed	18523136	19374793	0.96
tpcds_q90/duckdb:vortex-file-compressed	15381228	15648500	0.98
tpcds_q91/duckdb:vortex-file-compressed	27507521	28191143	0.98
tpcds_q92/duckdb:vortex-file-compressed	14218053	14655867	0.97
tpcds_q93/duckdb:vortex-file-compressed	30441637	28879468	1.05
tpcds_q94/duckdb:vortex-file-compressed	22109044	22367701	0.99
tpcds_q95/duckdb:vortex-file-compressed	157339025	163580264	0.96
tpcds_q96/duckdb:vortex-file-compressed	11658192	11822827	0.99
tpcds_q97/duckdb:vortex-file-compressed	40180767	37594524	1.07
tpcds_q98/duckdb:vortex-file-compressed	18009540	17477984	1.03
tpcds_q99/duckdb:vortex-file-compressed	32900067	32221838	1.02

duckdb / vortex-compact (1.009x ➖, 1↑ 2↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	33592880	34050786	0.99
tpcds_q02/duckdb:vortex-compact	124833262	125596404	0.99
tpcds_q03/duckdb:vortex-compact	51121803	52454080	0.97
tpcds_q04/duckdb:vortex-compact	126402089	121148398	1.04
tpcds_q05/duckdb:vortex-compact	169575349	162979535	1.04
tpcds_q06/duckdb:vortex-compact	37462280	37587798	1.00
tpcds_q07/duckdb:vortex-compact	37279084	36163298	1.03
tpcds_q08/duckdb:vortex-compact	27907631	27580202	1.01
tpcds_q09/duckdb:vortex-compact	110336363	109628023	1.01
tpcds_q10/duckdb:vortex-compact	45713406	46397786	0.99
tpcds_q11/duckdb:vortex-compact	77472547	73951701	1.05
tpcds_q12/duckdb:vortex-compact 🚨	21181241	18718804	1.13
tpcds_q13/duckdb:vortex-compact	48016133	46657794	1.03
tpcds_q14/duckdb:vortex-compact	278942914	271285772	1.03
tpcds_q15/duckdb:vortex-compact	45359577	44819033	1.01
tpcds_q16/duckdb:vortex-compact	35897690	37461562	0.96
tpcds_q17/duckdb:vortex-compact	48357640	47325600	1.02
tpcds_q18/duckdb:vortex-compact	66345959	68038073	0.98
tpcds_q19/duckdb:vortex-compact	37364437	38370127	0.97
tpcds_q20/duckdb:vortex-compact	19450445	19850288	0.98
tpcds_q21/duckdb:vortex-compact	28742609	27379206	1.05
tpcds_q22/duckdb:vortex-compact	115397044	115532442	1.00
tpcds_q23/duckdb:vortex-compact	151025906	160399223	0.94
tpcds_q24/duckdb:vortex-compact	73105190	67126796	1.09
tpcds_q25/duckdb:vortex-compact	46634849	49125318	0.95
tpcds_q26/duckdb:vortex-compact	49675556	48009812	1.03
tpcds_q27/duckdb:vortex-compact	129005975	129649399	1.00
tpcds_q28/duckdb:vortex-compact	107799540	105564829	1.02
tpcds_q29/duckdb:vortex-compact	47870495	47363744	1.01
tpcds_q30/duckdb:vortex-compact	36540787	37203776	0.98
tpcds_q31/duckdb:vortex-compact	31079967	29219101	1.06
tpcds_q32/duckdb:vortex-compact	22676986	23492597	0.97
tpcds_q33/duckdb:vortex-compact	132255236	134697451	0.98
tpcds_q34/duckdb:vortex-compact	22101292	22499154	0.98
tpcds_q35/duckdb:vortex-compact	64293113	68008421	0.95
tpcds_q36/duckdb:vortex-compact	32657464	33395151	0.98
tpcds_q37/duckdb:vortex-compact	30227371	30477834	0.99
tpcds_q38/duckdb:vortex-compact	38392908	37033093	1.04
tpcds_q39/duckdb:vortex-compact	54196063	54668972	0.99
tpcds_q40/duckdb:vortex-compact	30759320	29821988	1.03
tpcds_q41/duckdb:vortex-compact	16509830	16485647	1.00
tpcds_q42/duckdb:vortex-compact	14838035	14676169	1.01
tpcds_q43/duckdb:vortex-compact	23170619	23783921	0.97
tpcds_q44/duckdb:vortex-compact	29397950	27961092	1.05
tpcds_q45/duckdb:vortex-compact	31015120	30499458	1.02
tpcds_q46/duckdb:vortex-compact	57041894	56564715	1.01
tpcds_q47/duckdb:vortex-compact	55002972	53468478	1.03
tpcds_q48/duckdb:vortex-compact	42979949	41694103	1.03
tpcds_q49/duckdb:vortex-compact	49102302	47080364	1.04
tpcds_q50/duckdb:vortex-compact	36999358	35345866	1.05
tpcds_q51/duckdb:vortex-compact	103611651	101797105	1.02
tpcds_q52/duckdb:vortex-compact	15279105	15226605	1.00
tpcds_q53/duckdb:vortex-compact	21276208	21853473	0.97
tpcds_q54/duckdb:vortex-compact	83872209	82352430	1.02
tpcds_q55/duckdb:vortex-compact	14917608	14168635	1.05
tpcds_q56/duckdb:vortex-compact	130490760	130948497	1.00
tpcds_q57/duckdb:vortex-compact 🚀	47443074	54314245	0.87
tpcds_q58/duckdb:vortex-compact 🚨	45796421	40989283	1.12
tpcds_q59/duckdb:vortex-compact	78141886	75262678	1.04
tpcds_q60/duckdb:vortex-compact	132960522	132939417	1.00
tpcds_q61/duckdb:vortex-compact	46537142	45595265	1.02
tpcds_q62/duckdb:vortex-compact	21769356	22055992	0.99
tpcds_q63/duckdb:vortex-compact	21707051	20409807	1.06
tpcds_q64/duckdb:vortex-compact	101019970	97074931	1.04
tpcds_q65/duckdb:vortex-compact	28586347	26176223	1.09
tpcds_q66/duckdb:vortex-compact	97879409	95540352	1.02
tpcds_q67/duckdb:vortex-compact	150516836	150597427	1.00
tpcds_q68/duckdb:vortex-compact	51003084	50840287	1.00
tpcds_q69/duckdb:vortex-compact	46486054	45680603	1.02
tpcds_q70/duckdb:vortex-compact	26808460	27430682	0.98
tpcds_q71/duckdb:vortex-compact	24531700	24952761	0.98
tpcds_q72/duckdb:vortex-compact	200789043	199123368	1.01
tpcds_q73/duckdb:vortex-compact	21611881	21926273	0.99
tpcds_q74/duckdb:vortex-compact	56557089	54072441	1.05
tpcds_q75/duckdb:vortex-compact	70057841	72934199	0.96
tpcds_q76/duckdb:vortex-compact	125872019	124819449	1.01
tpcds_q77/duckdb:vortex-compact	134398425	127465123	1.05
tpcds_q78/duckdb:vortex-compact	83856662	91179633	0.92
tpcds_q79/duckdb:vortex-compact	69278081	72709279	0.95
tpcds_q80/duckdb:vortex-compact	165776824	162696957	1.02
tpcds_q81/duckdb:vortex-compact	40750590	39629699	1.03
tpcds_q82/duckdb:vortex-compact	31557862	31406462	1.00
tpcds_q83/duckdb:vortex-compact	45841622	45235600	1.01
tpcds_q84/duckdb:vortex-compact	20548127	21455013	0.96
tpcds_q85/duckdb:vortex-compact	64337845	58653993	1.10
tpcds_q86/duckdb:vortex-compact	19366842	20208918	0.96
tpcds_q87/duckdb:vortex-compact	42279622	41967765	1.01
tpcds_q88/duckdb:vortex-compact	34135653	34255504	1.00
tpcds_q89/duckdb:vortex-compact	21953481	21669843	1.01
tpcds_q90/duckdb:vortex-compact	15833336	15769120	1.00
tpcds_q91/duckdb:vortex-compact	46572924	44417815	1.05
tpcds_q92/duckdb:vortex-compact	19474942	19627163	0.99
tpcds_q93/duckdb:vortex-compact	36780897	35583717	1.03
tpcds_q94/duckdb:vortex-compact	27006060	26149663	1.03
tpcds_q95/duckdb:vortex-compact	158346037	147067188	1.08
tpcds_q96/duckdb:vortex-compact	11929952	11355629	1.05
tpcds_q97/duckdb:vortex-compact	39360829	40455298	0.97
tpcds_q98/duckdb:vortex-compact	22507650	22599459	1.00
tpcds_q99/duckdb:vortex-compact	35499882	35783694	0.99

duckdb / parquet (1.006x ➖, 0↑ 3↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	44865484	45011645	1.00
tpcds_q02/duckdb:parquet	57804277	63682859	0.91
tpcds_q03/duckdb:parquet	12386235	11870539	1.04
tpcds_q04/duckdb:parquet	125596800	121482368	1.03
tpcds_q05/duckdb:parquet	70918247	71459791	0.99
tpcds_q06/duckdb:parquet	28662794	27686586	1.04
tpcds_q07/duckdb:parquet	23472106	23334348	1.01
tpcds_q08/duckdb:parquet	27189993	28939674	0.94
tpcds_q09/duckdb:parquet	39301631	39470749	1.00
tpcds_q10/duckdb:parquet	34313222	34606922	0.99
tpcds_q11/duckdb:parquet	90062918	88799009	1.01
tpcds_q12/duckdb:parquet	14317848	14168878	1.01
tpcds_q13/duckdb:parquet	33453922	33942551	0.99
tpcds_q14/duckdb:parquet	160228021	160228935	1.00
tpcds_q15/duckdb:parquet	30754812	29123917	1.06
tpcds_q16/duckdb:parquet	20637749	21693777	0.95
tpcds_q17/duckdb:parquet	37064220	36457758	1.02
tpcds_q18/duckdb:parquet	46045221	45887321	1.00
tpcds_q19/duckdb:parquet	29184050	30274644	0.96
tpcds_q20/duckdb:parquet	14950277	15073639	0.99
tpcds_q21/duckdb:parquet	11249203	11070581	1.02
tpcds_q22/duckdb:parquet	69577246	67465636	1.03
tpcds_q23/duckdb:parquet	119188380	112933365	1.06
tpcds_q24/duckdb:parquet	45519808	45730591	1.00
tpcds_q25/duckdb:parquet	33083085	32453025	1.02
tpcds_q26/duckdb:parquet	34499527	36689268	0.94
tpcds_q27/duckdb:parquet	87534285	88498081	0.99
tpcds_q28/duckdb:parquet	37178355	37390795	0.99
tpcds_q29/duckdb:parquet	36673768	36552921	1.00
tpcds_q30/duckdb:parquet	39840282	40142227	0.99
tpcds_q31/duckdb:parquet	21152036	23043254	0.92
tpcds_q32/duckdb:parquet	11660706	11598212	1.01
tpcds_q33/duckdb:parquet	71974592	70357821	1.02
tpcds_q34/duckdb:parquet	20845469	20563991	1.01
tpcds_q35/duckdb:parquet	57521287	57558800	1.00
tpcds_q36/duckdb:parquet	20624803	20270484	1.02
tpcds_q37/duckdb:parquet	13157835	12888070	1.02
tpcds_q38/duckdb:parquet	32779363	33414893	0.98
tpcds_q39/duckdb:parquet	33345219	32544973	1.02
tpcds_q40/duckdb:parquet	17437408	17420600	1.00
tpcds_q41/duckdb:parquet	7315561	7456427	0.98
tpcds_q42/duckdb:parquet	10593133	10311838	1.03
tpcds_q43/duckdb:parquet	15429448	15629357	0.99
tpcds_q44/duckdb:parquet 🚨	24037428	21034771	1.14
tpcds_q45/duckdb:parquet	26288463	26283782	1.00
tpcds_q46/duckdb:parquet	44427950	44855906	0.99
tpcds_q47/duckdb:parquet	45358010	45415824	1.00
tpcds_q48/duckdb:parquet	30822768	30149279	1.02
tpcds_q49/duckdb:parquet	23730302	24080932	0.99
tpcds_q50/duckdb:parquet	24421123	23926286	1.02
tpcds_q51/duckdb:parquet	94086749	95610941	0.98
tpcds_q52/duckdb:parquet	10769034	10725068	1.00
tpcds_q53/duckdb:parquet	15974241	15997542	1.00
tpcds_q54/duckdb:parquet 🚨	41031422	35516584	1.16
tpcds_q55/duckdb:parquet	10938939	10566397	1.04
tpcds_q56/duckdb:parquet	68320478	66571299	1.03
tpcds_q57/duckdb:parquet	34825393	35839942	0.97
tpcds_q58/duckdb:parquet	21360547	20992046	1.02
tpcds_q59/duckdb:parquet	36404698	36558389	1.00
tpcds_q60/duckdb:parquet	71903062	74029606	0.97
tpcds_q61/duckdb:parquet	31776984	30636565	1.04
tpcds_q62/duckdb:parquet	11909444	11548230	1.03
tpcds_q63/duckdb:parquet	14969558	14967536	1.00
tpcds_q64/duckdb:parquet	73259413	77244804	0.95
tpcds_q65/duckdb:parquet	19918477	20251287	0.98
tpcds_q66/duckdb:parquet	55904714	57706719	0.97
tpcds_q67/duckdb:parquet	134721127	135844122	0.99
tpcds_q68/duckdb:parquet	37562800	37103698	1.01
tpcds_q69/duckdb:parquet	36814130	37580696	0.98
tpcds_q70/duckdb:parquet	19442068	19563226	0.99
tpcds_q71/duckdb:parquet	18604535	18792023	0.99
tpcds_q72/duckdb:parquet	164589989	166116365	0.99
tpcds_q73/duckdb:parquet	18542257	18117751	1.02
tpcds_q74/duckdb:parquet	49234829	50182269	0.98
tpcds_q75/duckdb:parquet	53545212	52822158	1.01
tpcds_q76/duckdb:parquet	67180445	67830287	0.99
tpcds_q77/duckdb:parquet	62214778	57648618	1.08
tpcds_q78/duckdb:parquet	74372497	74284985	1.00
tpcds_q79/duckdb:parquet	27981766	27105435	1.03
tpcds_q80/duckdb:parquet	83394308	80362585	1.04
tpcds_q81/duckdb:parquet	47021487	46893999	1.00
tpcds_q82/duckdb:parquet	15349520	15301805	1.00
tpcds_q83/duckdb:parquet	15762721	16028885	0.98
tpcds_q84/duckdb:parquet	20232043	19024282	1.06
tpcds_q85/duckdb:parquet	39698244	38889836	1.02
tpcds_q86/duckdb:parquet	12288817	13077199	0.94
tpcds_q87/duckdb:parquet	36641585	35203753	1.04
tpcds_q88/duckdb:parquet	29038822	28620000	1.01
tpcds_q89/duckdb:parquet	17151908	17073446	1.00
tpcds_q90/duckdb:parquet	7078478	7048244	1.00
tpcds_q91/duckdb:parquet	22889905	23320612	0.98
tpcds_q92/duckdb:parquet	11167159	11349929	0.98
tpcds_q93/duckdb:parquet	29974686	29203995	1.03
tpcds_q94/duckdb:parquet	15776141	16271063	0.97
tpcds_q95/duckdb:parquet 🚨	143323247	119471098	1.20
tpcds_q96/duckdb:parquet	9321415	9148686	1.02
tpcds_q97/duckdb:parquet	34604468	34398586	1.01
tpcds_q98/duckdb:parquet	18333330	17918104	1.02
tpcds_q99/duckdb:parquet	19389820	19325095	1.00

duckdb / duckdb (1.091x ➖, 0↑ 49↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19961946	19278577	1.04
tpcds_q02/duckdb:duckdb	18731976	18542107	1.01
tpcds_q03/duckdb:duckdb	8137591	7996814	1.02
tpcds_q04/duckdb:duckdb	160734109	160777413	1.00
tpcds_q05/duckdb:duckdb	17679646	17133964	1.03
tpcds_q06/duckdb:duckdb	21585777	22263834	0.97
tpcds_q07/duckdb:duckdb	38411988	37529346	1.02
tpcds_q08/duckdb:duckdb	119971195	119720658	1.00
tpcds_q09/duckdb:duckdb	19427526	19449810	1.00
tpcds_q10/duckdb:duckdb	22816341	22863657	1.00
tpcds_q11/duckdb:duckdb	136658038	140302113	0.97
tpcds_q12/duckdb:duckdb	11906559	11193734	1.06
tpcds_q13/duckdb:duckdb	24021503	23808275	1.01
tpcds_q14/duckdb:duckdb	93120537	92686691	1.00
tpcds_q15/duckdb:duckdb	24022225	24503215	0.98
tpcds_q16/duckdb:duckdb	16417706	17795220	0.92
tpcds_q17/duckdb:duckdb	22044627	21500111	1.03
tpcds_q18/duckdb:duckdb	42727262	43147912	0.99
tpcds_q19/duckdb:duckdb	16254331	16083647	1.01
tpcds_q20/duckdb:duckdb 🚨	13260214	11567471	1.15
tpcds_q21/duckdb:duckdb 🚨	7321316	6398826	1.14
tpcds_q22/duckdb:duckdb 🚨	70446788	58047970	1.21
tpcds_q23/duckdb:duckdb 🚨	86526872	74856950	1.16
tpcds_q24/duckdb:duckdb 🚨	25253895	22925152	1.10
tpcds_q25/duckdb:duckdb	17044383	16365280	1.04
tpcds_q26/duckdb:duckdb 🚨	29261686	25215470	1.16
tpcds_q27/duckdb:duckdb	40338494	39071032	1.03
tpcds_q28/duckdb:duckdb	23227871	21485219	1.08
tpcds_q29/duckdb:duckdb	21174514	19611059	1.08
tpcds_q30/duckdb:duckdb	29234779	27686509	1.06
tpcds_q31/duckdb:duckdb 🚨	22328141	19510380	1.14
tpcds_q32/duckdb:duckdb	7313253	6988315	1.05
tpcds_q33/duckdb:duckdb 🚨	13747687	12176768	1.13
tpcds_q34/duckdb:duckdb	15691318	14669373	1.07
tpcds_q35/duckdb:duckdb 🚨	36435228	31461013	1.16
tpcds_q36/duckdb:duckdb	75440491	69186988	1.09
tpcds_q37/duckdb:duckdb 🚨	8050058	7209304	1.12
tpcds_q38/duckdb:duckdb	33263280	30578629	1.09
tpcds_q39/duckdb:duckdb	27468769	28908725	0.95
tpcds_q40/duckdb:duckdb	14269315	13583306	1.05
tpcds_q41/duckdb:duckdb 🚨	8978094	7824018	1.15
tpcds_q42/duckdb:duckdb	6592447	6295688	1.05
tpcds_q43/duckdb:duckdb 🚨	12179967	10877273	1.12
tpcds_q44/duckdb:duckdb 🚨	14863805	13075064	1.14
tpcds_q45/duckdb:duckdb 🚨	18437930	16017466	1.15
tpcds_q46/duckdb:duckdb 🚨	40154050	35655831	1.13
tpcds_q47/duckdb:duckdb 🚨	45948306	40225211	1.14
tpcds_q48/duckdb:duckdb	23629747	21631979	1.09
tpcds_q49/duckdb:duckdb 🚨	19122253	16207342	1.18
tpcds_q50/duckdb:duckdb 🚨	16269151	13444048	1.21
tpcds_q51/duckdb:duckdb 🚨	100187964	90685783	1.10
tpcds_q52/duckdb:duckdb 🚨	7858427	7108951	1.11
tpcds_q53/duckdb:duckdb	12928224	11859899	1.09
tpcds_q54/duckdb:duckdb	17347702	16545345	1.05
tpcds_q55/duckdb:duckdb 🚨	7675971	6878255	1.12
tpcds_q56/duckdb:duckdb	14668739	13695617	1.07
tpcds_q57/duckdb:duckdb 🚨	34896381	31289300	1.12
tpcds_q58/duckdb:duckdb 🚨	13939463	11753900	1.19
tpcds_q59/duckdb:duckdb 🚨	37756616	34003801	1.11
tpcds_q60/duckdb:duckdb 🚨	16244587	14209333	1.14
tpcds_q61/duckdb:duckdb 🚨	16063886	13927410	1.15
tpcds_q62/duckdb:duckdb 🚨	9853087	8883006	1.11
tpcds_q63/duckdb:duckdb	11880753	11592869	1.02
tpcds_q64/duckdb:duckdb	58116950	53147378	1.09
tpcds_q65/duckdb:duckdb 🚨	34841811	30881325	1.13
tpcds_q66/duckdb:duckdb	25186697	24535512	1.03
tpcds_q67/duckdb:duckdb 🚨	148136835	124989959	1.19
tpcds_q68/duckdb:duckdb 🚨	28247196	24718294	1.14
tpcds_q69/duckdb:duckdb 🚨	25893242	23281631	1.11
tpcds_q70/duckdb:duckdb	15161308	13844081	1.10
tpcds_q71/duckdb:duckdb 🚨	14158688	12297621	1.15
tpcds_q72/duckdb:duckdb	44705151	42950860	1.04
tpcds_q73/duckdb:duckdb 🚨	11201889	10070000	1.11
tpcds_q74/duckdb:duckdb 🚨	106101556	95772281	1.11
tpcds_q75/duckdb:duckdb 🚨	46857019	40520966	1.16
tpcds_q76/duckdb:duckdb 🚨	13213920	11750471	1.12
tpcds_q77/duckdb:duckdb 🚨	13257637	11580496	1.14
tpcds_q78/duckdb:duckdb 🚨	69868459	61075564	1.14
tpcds_q79/duckdb:duckdb 🚨	20710877	17360003	1.19
tpcds_q80/duckdb:duckdb 🚨	31829459	26303625	1.21
tpcds_q81/duckdb:duckdb	39363076	37520365	1.05
tpcds_q82/duckdb:duckdb	8910978	8175505	1.09
tpcds_q83/duckdb:duckdb	10047456	9221199	1.09
tpcds_q84/duckdb:duckdb	14849220	13639009	1.09
tpcds_q85/duckdb:duckdb 🚨	26913771	23366502	1.15
tpcds_q86/duckdb:duckdb 🚨	11871086	10230821	1.16
tpcds_q87/duckdb:duckdb	36773750	34006496	1.08
tpcds_q88/duckdb:duckdb	25943973	23833094	1.09
tpcds_q89/duckdb:duckdb 🚨	15025710	12981244	1.16
tpcds_q90/duckdb:duckdb 🚨	6131221	5358250	1.14
tpcds_q91/duckdb:duckdb 🚨	13673226	12263003	1.11
tpcds_q92/duckdb:duckdb	9502285	8676541	1.10
tpcds_q93/duckdb:duckdb 🚨	25568658	21105345	1.21
tpcds_q94/duckdb:duckdb	14520843	13907885	1.04
tpcds_q95/duckdb:duckdb	118913251	125811702	0.95
tpcds_q96/duckdb:duckdb 🚨	5238575	4351249	1.20
tpcds_q97/duckdb:duckdb 🚨	35304789	30480729	1.16
tpcds_q98/duckdb:duckdb 🚨	15539031	12779947	1.22
tpcds_q99/duckdb:duckdb	17634284	16351086	1.08

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-13.7%	-4.9%	-9.2%	+15.0%	➖ noise
1	datafusion:vortex-file-compressed	-16.1%	-4.9%	-11.8%	+11.1%	✅ faster
1	duckdb:duckdb	+3.5%	-4.9%	+8.9%	+14.1%	➖ noise
1	duckdb:vortex-compact	-1.3%	-4.9%	+3.7%	+13.9%	➖ noise
1	duckdb:vortex-file-compressed	-4.6%	-4.9%	+0.3%	+14.0%	➖ noise
2	datafusion:vortex-compact	-13.1%	-9.5%	-3.9%	+10.2%	➖ noise
2	datafusion:vortex-file-compressed	-15.2%	-9.5%	-6.3%	+10.0%	➖ noise
2	duckdb:duckdb	+1.0%	-9.5%	+11.7%	+11.2%	🚨 regression
2	duckdb:vortex-compact	-0.6%	-9.5%	+9.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+2.0%	-9.5%	+12.7%	+11.2%	🚨 regression
3	datafusion:vortex-compact	-10.0%	-6.5%	-3.8%	+13.2%	➖ noise
3	datafusion:vortex-file-compressed	-18.6%	-6.5%	-13.0%	+12.0%	✅ faster
3	duckdb:duckdb	+1.8%	-6.5%	+8.8%	+18.8%	➖ noise
3	duckdb:vortex-compact	-2.5%	-6.5%	+4.2%	+10.6%	➖ noise
3	duckdb:vortex-file-compressed	-5.6%	-6.5%	+0.9%	+13.5%	➖ noise
4	datafusion:vortex-compact	-16.8%	-6.7%	-10.9%	+10.0%	✅ faster
4	datafusion:vortex-file-compressed	-16.0%	-6.7%	-10.0%	+10.0%	✅ faster
4	duckdb:duckdb	-0.0%	-6.7%	+7.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	+4.3%	-6.7%	+11.8%	+10.0%	🚨 regression
4	duckdb:vortex-file-compressed	-0.1%	-6.7%	+7.0%	+10.0%	➖ noise
5	datafusion:vortex-compact	-14.7%	-8.9%	-6.4%	+10.7%	➖ noise
5	datafusion:vortex-file-compressed	-16.2%	-8.9%	-8.0%	+11.0%	➖ noise
5	duckdb:duckdb	+3.2%	-8.9%	+13.3%	+18.3%	➖ noise
5	duckdb:vortex-compact	+4.0%	-8.9%	+14.2%	+14.4%	➖ noise
5	duckdb:vortex-file-compressed	-5.7%	-8.9%	+3.5%	+10.2%	➖ noise
6	datafusion:vortex-compact	-16.3%	+0.1%	-16.3%	+10.0%	✅ faster
6	datafusion:vortex-file-compressed	-16.3%	+0.1%	-16.4%	+10.0%	✅ faster
6	duckdb:duckdb	-3.0%	+0.1%	-3.1%	+13.3%	➖ noise
6	duckdb:vortex-compact	-0.3%	+0.1%	-0.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.9%	+0.1%	+1.8%	+10.0%	➖ noise
7	datafusion:vortex-compact	-17.8%	-4.5%	-13.9%	+10.0%	✅ faster
7	datafusion:vortex-file-compressed	-17.1%	-4.5%	-13.2%	+10.0%	✅ faster
7	duckdb:duckdb	+2.4%	-4.5%	+7.1%	+18.9%	➖ noise
7	duckdb:vortex-compact	+3.1%	-4.5%	+7.9%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.5%	-4.5%	+4.2%	+10.0%	➖ noise
8	datafusion:vortex-compact	-12.1%	-7.9%	-4.6%	+10.3%	➖ noise
8	datafusion:vortex-file-compressed	-16.6%	-7.9%	-9.5%	+16.5%	➖ noise
8	duckdb:duckdb	+0.2%	-7.9%	+8.8%	+10.1%	➖ noise
8	duckdb:vortex-compact	+1.2%	-7.9%	+9.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.6%	-7.9%	+9.2%	+10.0%	➖ noise
9	datafusion:vortex-compact	-24.0%	-4.0%	-20.8%	+10.0%	✅ faster
9	datafusion:vortex-file-compressed	-13.4%	-4.0%	-9.8%	+10.0%	✅ faster
9	duckdb:duckdb	-0.1%	-4.0%	+4.1%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.6%	-4.0%	+4.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.4%	-4.0%	+2.8%	+10.0%	➖ noise
10	datafusion:vortex-compact	-10.5%	-3.5%	-7.2%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-15.9%	-3.5%	-12.8%	+10.0%	✅ faster
10	duckdb:duckdb	-0.2%	-3.5%	+3.4%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.5%	-3.5%	+2.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-5.0%	-3.5%	-1.5%	+10.0%	➖ noise
11	datafusion:vortex-compact	-17.3%	-6.7%	-11.4%	+10.0%	✅ faster
11	datafusion:vortex-file-compressed	-16.6%	-6.7%	-10.6%	+10.0%	✅ faster
11	duckdb:duckdb	-2.6%	-6.7%	+4.4%	+10.0%	➖ noise
11	duckdb:vortex-compact	+4.8%	-6.7%	+12.3%	+10.0%	🚨 regression
11	duckdb:vortex-file-compressed	+1.0%	-6.7%	+8.3%	+10.8%	➖ noise
12	datafusion:vortex-compact	-16.0%	-3.4%	-13.1%	+10.7%	✅ faster
12	datafusion:vortex-file-compressed	-16.0%	-3.4%	-13.1%	+14.2%	✅ faster
12	duckdb:duckdb	+6.4%	-3.4%	+10.1%	+15.4%	➖ noise
12	duckdb:vortex-compact	+13.2%	-3.4%	+17.1%	+29.4%	➖ noise
12	duckdb:vortex-file-compressed	+4.5%	-3.4%	+8.1%	+14.1%	➖ noise
13	datafusion:vortex-compact	-11.5%	-5.4%	-6.5%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-11.9%	-5.4%	-6.9%	+10.0%	➖ noise
13	duckdb:duckdb	+0.9%	-5.4%	+6.7%	+10.0%	➖ noise
13	duckdb:vortex-compact	+2.9%	-5.4%	+8.8%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+5.3%	-5.4%	+11.3%	+10.9%	🚨 regression
14	datafusion:vortex-compact	-14.9%	-7.2%	-8.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-14.0%	-7.2%	-7.3%	+10.0%	➖ noise
14	duckdb:duckdb	+0.5%	-7.2%	+8.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+2.8%	-7.2%	+10.8%	+10.0%	🚨 regression
14	duckdb:vortex-file-compressed	-0.4%	-7.2%	+7.3%	+10.6%	➖ noise
15	datafusion:vortex-compact	-14.7%	-4.7%	-10.5%	+10.0%	✅ faster
15	datafusion:vortex-file-compressed	-17.5%	-4.7%	-13.4%	+12.2%	✅ faster
15	duckdb:duckdb	-2.0%	-4.7%	+2.9%	+15.1%	➖ noise
15	duckdb:vortex-compact	+1.2%	-4.7%	+6.2%	+14.1%	➖ noise
15	duckdb:vortex-file-compressed	+0.2%	-4.7%	+5.1%	+18.1%	➖ noise
16	datafusion:vortex-compact	-13.4%	-9.5%	-4.4%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-16.0%	-9.5%	-7.3%	+10.1%	➖ noise
16	duckdb:duckdb	-7.7%	-9.5%	+1.9%	+16.4%	➖ noise
16	duckdb:vortex-compact	-4.2%	-9.5%	+5.8%	+16.3%	➖ noise
16	duckdb:vortex-file-compressed	+0.6%	-9.5%	+11.1%	+10.0%	🚨 regression
17	datafusion:vortex-compact	-14.0%	-5.5%	-9.0%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-14.3%	-5.5%	-9.3%	+10.0%	✅ faster
17	duckdb:duckdb	+2.5%	-5.5%	+8.5%	+10.0%	➖ noise
17	duckdb:vortex-compact	+2.2%	-5.5%	+8.2%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-0.6%	-5.5%	+5.2%	+10.0%	➖ noise
18	datafusion:vortex-compact	-12.0%	-4.3%	-8.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-15.2%	-4.3%	-11.4%	+10.0%	✅ faster
18	duckdb:duckdb	-1.0%	-4.3%	+3.5%	+12.2%	➖ noise
18	duckdb:vortex-compact	-2.5%	-4.3%	+1.9%	+10.2%	➖ noise
18	duckdb:vortex-file-compressed	-1.2%	-4.3%	+3.2%	+11.4%	➖ noise
19	datafusion:vortex-compact	-11.1%	-8.0%	-3.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-11.3%	-8.0%	-3.6%	+10.0%	➖ noise
19	duckdb:duckdb	+1.1%	-8.0%	+9.9%	+10.1%	➖ noise
19	duckdb:vortex-compact	-2.6%	-8.0%	+5.9%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+1.7%	-8.0%	+10.6%	+10.0%	🚨 regression
20	datafusion:vortex-compact	-11.4%	-6.0%	-5.7%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-10.6%	-6.0%	-4.9%	+10.0%	➖ noise
20	duckdb:duckdb	+14.6%	-6.0%	+22.0%	+16.1%	🚨 regression
20	duckdb:vortex-compact	-2.0%	-6.0%	+4.3%	+15.7%	➖ noise
20	duckdb:vortex-file-compressed	-3.3%	-6.0%	+2.8%	+11.6%	➖ noise
21	datafusion:vortex-compact	-14.9%	-5.6%	-9.8%	+10.4%	✅ faster
21	datafusion:vortex-file-compressed	-15.1%	-5.6%	-10.1%	+11.0%	✅ faster
21	duckdb:duckdb	+14.4%	-5.6%	+21.2%	+24.4%	➖ noise
21	duckdb:vortex-compact	+5.0%	-5.6%	+11.2%	+11.7%	➖ noise
21	duckdb:vortex-file-compressed	+5.2%	-5.6%	+11.5%	+11.7%	➖ noise
22	datafusion:vortex-compact	-17.8%	-8.2%	-10.5%	+13.0%	➖ noise
22	datafusion:vortex-file-compressed	-19.3%	-8.2%	-12.2%	+11.9%	✅ faster
22	duckdb:duckdb	+21.4%	-8.2%	+32.2%	+11.8%	🚨 regression
22	duckdb:vortex-compact	-0.1%	-8.2%	+8.8%	+10.3%	➖ noise
22	duckdb:vortex-file-compressed	+3.5%	-8.2%	+12.8%	+10.3%	🚨 regression
23	datafusion:vortex-compact	-15.2%	-5.9%	-9.9%	+10.0%	✅ faster
23	datafusion:vortex-file-compressed	-15.7%	-5.9%	-10.4%	+10.0%	✅ faster
23	duckdb:duckdb	+15.6%	-5.9%	+22.8%	+15.0%	🚨 regression
23	duckdb:vortex-compact	-5.8%	-5.9%	+0.0%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-1.7%	-5.9%	+4.4%	+10.0%	➖ noise
24	datafusion:vortex-compact	-13.3%	-7.9%	-5.9%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-16.0%	-7.9%	-8.9%	+10.0%	➖ noise
24	duckdb:duckdb	+10.2%	-7.9%	+19.6%	+10.0%	🚨 regression
24	duckdb:vortex-compact	+8.9%	-7.9%	+18.2%	+10.0%	🚨 regression
24	duckdb:vortex-file-compressed	+0.4%	-7.9%	+9.0%	+10.0%	➖ noise
25	datafusion:vortex-compact	-9.3%	-7.1%	-2.4%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	-16.0%	-7.1%	-9.6%	+10.0%	✅ faster
25	duckdb:duckdb	+4.1%	-7.1%	+12.1%	+10.7%	🚨 regression
25	duckdb:vortex-compact	-5.1%	-7.1%	+2.2%	+12.1%	➖ noise
25	duckdb:vortex-file-compressed	+4.9%	-7.1%	+13.0%	+10.0%	🚨 regression
26	datafusion:vortex-compact	-10.7%	-9.2%	-1.7%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-14.8%	-9.2%	-6.1%	+10.0%	➖ noise
26	duckdb:duckdb	+16.0%	-9.2%	+27.8%	+13.1%	🚨 regression
26	duckdb:vortex-compact	+3.5%	-9.2%	+14.0%	+16.2%	➖ noise
26	duckdb:vortex-file-compressed	+2.1%	-9.2%	+12.5%	+10.0%	🚨 regression
27	datafusion:vortex-compact	-13.9%	-7.9%	-6.5%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	-15.4%	-7.9%	-8.1%	+10.0%	➖ noise
27	duckdb:duckdb	+3.2%	-7.9%	+12.1%	+14.9%	➖ noise
27	duckdb:vortex-compact	-0.5%	-7.9%	+8.0%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+1.6%	-7.9%	+10.3%	+10.0%	🚨 regression
28	datafusion:vortex-compact	-13.3%	-8.3%	-5.5%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-10.2%	-8.3%	-2.1%	+10.0%	➖ noise
28	duckdb:duckdb	+8.1%	-8.3%	+17.9%	+10.0%	🚨 regression
28	duckdb:vortex-compact	+2.1%	-8.3%	+11.3%	+10.0%	🚨 regression
28	duckdb:vortex-file-compressed	+2.6%	-8.3%	+11.8%	+10.0%	🚨 regression
29	datafusion:vortex-compact	-13.2%	-7.8%	-5.9%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-14.8%	-7.8%	-7.7%	+11.3%	➖ noise
29	duckdb:duckdb	+8.0%	-7.8%	+17.1%	+10.4%	🚨 regression
29	duckdb:vortex-compact	+1.1%	-7.8%	+9.6%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-2.4%	-7.8%	+5.8%	+10.0%	➖ noise
30	datafusion:vortex-compact	-14.8%	-5.7%	-9.6%	+10.0%	✅ faster
30	datafusion:vortex-file-compressed	-9.9%	-5.7%	-4.5%	+10.0%	➖ noise
30	duckdb:duckdb	+5.6%	-5.7%	+12.0%	+10.0%	🚨 regression
30	duckdb:vortex-compact	-1.8%	-5.7%	+4.2%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.4%	-5.7%	+6.5%	+10.0%	➖ noise
31	datafusion:vortex-compact	-13.4%	-9.1%	-4.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-12.0%	-9.1%	-3.2%	+10.0%	➖ noise
31	duckdb:duckdb	+14.4%	-9.1%	+25.9%	+11.8%	🚨 regression
31	duckdb:vortex-compact	+6.4%	-9.1%	+17.0%	+10.0%	🚨 regression
31	duckdb:vortex-file-compressed	+2.2%	-9.1%	+12.4%	+14.5%	➖ noise
32	datafusion:vortex-compact	-10.9%	-5.5%	-5.6%	+17.9%	➖ noise
32	datafusion:vortex-file-compressed	-11.6%	-5.5%	-6.4%	+18.3%	➖ noise
32	duckdb:duckdb	+4.6%	-5.5%	+10.8%	+19.5%	➖ noise
32	duckdb:vortex-compact	-3.5%	-5.5%	+2.2%	+19.5%	➖ noise
32	duckdb:vortex-file-compressed	-3.0%	-5.5%	+2.7%	+18.2%	➖ noise
33	datafusion:vortex-compact	-10.4%	-3.9%	-6.7%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-11.5%	-3.9%	-7.9%	+10.0%	➖ noise
33	duckdb:duckdb	+12.9%	-3.9%	+17.5%	+13.2%	🚨 regression
33	duckdb:vortex-compact	-1.8%	-3.9%	+2.2%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-0.6%	-3.9%	+3.5%	+10.2%	➖ noise
34	datafusion:vortex-compact	-10.7%	-4.0%	-7.0%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-12.4%	-4.0%	-8.7%	+10.0%	➖ noise
34	duckdb:duckdb	+7.0%	-4.0%	+11.4%	+10.0%	🚨 regression
34	duckdb:vortex-compact	-1.8%	-4.0%	+2.3%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+3.3%	-4.0%	+7.7%	+10.0%	➖ noise
35	datafusion:vortex-compact	-11.9%	-7.3%	-5.0%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-9.1%	-7.3%	-1.9%	+10.0%	➖ noise
35	duckdb:duckdb	+15.8%	-7.3%	+25.0%	+14.4%	🚨 regression
35	duckdb:vortex-compact	-5.5%	-7.3%	+2.0%	+11.7%	➖ noise
35	duckdb:vortex-file-compressed	-0.1%	-7.3%	+7.8%	+11.1%	➖ noise
36	datafusion:vortex-compact	-13.6%	-5.6%	-8.5%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-13.9%	-5.6%	-8.8%	+10.0%	➖ noise
36	duckdb:duckdb	+9.0%	-5.6%	+15.5%	+10.1%	🚨 regression
36	duckdb:vortex-compact	-2.2%	-5.6%	+3.6%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	-4.4%	-5.6%	+1.2%	+22.5%	➖ noise
37	datafusion:vortex-compact	-17.4%	-5.8%	-12.3%	+10.0%	✅ faster
37	datafusion:vortex-file-compressed	-18.9%	-5.8%	-13.9%	+11.0%	✅ faster
37	duckdb:duckdb	+11.7%	-5.8%	+18.5%	+17.9%	🚨 regression
37	duckdb:vortex-compact	-0.8%	-5.8%	+5.3%	+11.7%	➖ noise
37	duckdb:vortex-file-compressed	+5.2%	-5.8%	+11.6%	+14.9%	➖ noise
38	datafusion:vortex-compact	-9.9%	-5.8%	-4.4%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-13.7%	-5.8%	-8.4%	+10.0%	➖ noise
38	duckdb:duckdb	+8.8%	-5.8%	+15.4%	+12.7%	🚨 regression
38	duckdb:vortex-compact	+3.7%	-5.8%	+10.0%	+15.2%	➖ noise
38	duckdb:vortex-file-compressed	+2.3%	-5.8%	+8.5%	+11.3%	➖ noise
39	datafusion:vortex-compact	-18.5%	-8.0%	-11.4%	+17.4%	➖ noise
39	datafusion:vortex-file-compressed	-21.6%	-8.0%	-14.8%	+12.3%	✅ faster
39	duckdb:duckdb	-5.0%	-8.0%	+3.2%	+14.6%	➖ noise
39	duckdb:vortex-compact	-0.9%	-8.0%	+7.7%	+12.1%	➖ noise
39	duckdb:vortex-file-compressed	-0.5%	-8.0%	+8.1%	+20.9%	➖ noise
40	datafusion:vortex-compact	-14.4%	-2.4%	-12.3%	+10.0%	✅ faster
40	datafusion:vortex-file-compressed	-14.1%	-2.4%	-12.1%	+10.0%	✅ faster
40	duckdb:duckdb	+5.1%	-2.4%	+7.6%	+18.4%	➖ noise
40	duckdb:vortex-compact	+3.1%	-2.4%	+5.6%	+12.5%	➖ noise
40	duckdb:vortex-file-compressed	-1.4%	-2.4%	+1.0%	+12.7%	➖ noise
41	datafusion:vortex-compact	-18.4%	-7.5%	-11.8%	+13.5%	➖ noise
41	datafusion:vortex-file-compressed	-21.0%	-7.5%	-14.6%	+10.0%	✅ faster
41	duckdb:duckdb	+14.8%	-7.5%	+24.0%	+10.5%	🚨 regression
41	duckdb:vortex-compact	+0.1%	-7.5%	+8.2%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-1.2%	-7.5%	+6.8%	+10.0%	➖ noise
42	datafusion:vortex-compact	-11.6%	-5.1%	-6.8%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	-12.2%	-5.1%	-7.4%	+10.0%	➖ noise
42	duckdb:duckdb	+4.7%	-5.1%	+10.4%	+14.2%	➖ noise
42	duckdb:vortex-compact	+1.1%	-5.1%	+6.6%	+10.2%	➖ noise
42	duckdb:vortex-file-compressed	-6.5%	-5.1%	-1.4%	+15.7%	➖ noise
43	datafusion:vortex-compact	-12.8%	-7.4%	-5.8%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	-16.2%	-7.4%	-9.4%	+10.0%	✅ faster
43	duckdb:duckdb	+12.0%	-7.4%	+21.0%	+10.2%	🚨 regression
43	duckdb:vortex-compact	-2.6%	-7.4%	+5.2%	+14.3%	➖ noise
43	duckdb:vortex-file-compressed	+0.9%	-7.4%	+9.0%	+10.1%	➖ noise
44	datafusion:vortex-compact	-13.1%	+0.7%	-13.8%	+10.0%	✅ faster
44	datafusion:vortex-file-compressed	-15.3%	+0.7%	-15.9%	+10.3%	✅ faster
44	duckdb:duckdb	+13.7%	+0.7%	+12.9%	+10.0%	🚨 regression
44	duckdb:vortex-compact	+5.1%	+0.7%	+4.4%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-2.9%	+0.7%	-3.6%	+13.1%	➖ noise
45	datafusion:vortex-compact	-12.0%	-4.6%	-7.8%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-12.8%	-4.6%	-8.6%	+10.0%	➖ noise
45	duckdb:duckdb	+15.1%	-4.6%	+20.7%	+11.8%	🚨 regression
45	duckdb:vortex-compact	+1.7%	-4.6%	+6.6%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	+3.0%	-4.6%	+8.0%	+20.0%	➖ noise
46	datafusion:vortex-compact	-8.2%	-7.1%	-1.2%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-14.1%	-7.1%	-7.6%	+10.0%	➖ noise
46	duckdb:duckdb	+12.6%	-7.1%	+21.2%	+10.0%	🚨 regression
46	duckdb:vortex-compact	+0.8%	-7.1%	+8.5%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+2.3%	-7.1%	+10.1%	+10.0%	🚨 regression
47	datafusion:vortex-compact	-15.5%	-7.2%	-8.9%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	-19.0%	-7.2%	-12.7%	+10.0%	✅ faster
47	duckdb:duckdb	+14.2%	-7.2%	+23.1%	+10.0%	🚨 regression
47	duckdb:vortex-compact	+2.9%	-7.2%	+10.8%	+10.0%	🚨 regression
47	duckdb:vortex-file-compressed	+3.4%	-7.2%	+11.4%	+10.0%	🚨 regression
48	datafusion:vortex-compact	-5.2%	-6.5%	+1.4%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-15.0%	-6.5%	-9.1%	+10.0%	✅ faster
48	duckdb:duckdb	+9.2%	-6.5%	+16.8%	+10.0%	🚨 regression
48	duckdb:vortex-compact	+3.1%	-6.5%	+10.2%	+10.0%	🚨 regression
48	duckdb:vortex-file-compressed	+1.6%	-6.5%	+8.7%	+10.0%	➖ noise
49	datafusion:vortex-compact	-15.6%	-6.4%	-9.8%	+10.0%	✅ faster
49	datafusion:vortex-file-compressed	-14.5%	-6.4%	-8.6%	+13.5%	➖ noise
49	duckdb:duckdb	+18.0%	-6.4%	+26.1%	+12.6%	🚨 regression
49	duckdb:vortex-compact	+4.3%	-6.4%	+11.5%	+10.8%	🚨 regression
49	duckdb:vortex-file-compressed	-5.3%	-6.4%	+1.3%	+12.9%	➖ noise
50	datafusion:vortex-compact	-11.2%	-5.8%	-5.7%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-18.7%	-5.8%	-13.7%	+10.0%	✅ faster
50	duckdb:duckdb	+21.0%	-5.8%	+28.5%	+10.0%	🚨 regression
50	duckdb:vortex-compact	+4.7%	-5.8%	+11.2%	+10.0%	🚨 regression
50	duckdb:vortex-file-compressed	+2.8%	-5.8%	+9.1%	+10.0%	➖ noise
51	datafusion:vortex-compact	-11.7%	-6.3%	-5.8%	+11.4%	➖ noise
51	datafusion:vortex-file-compressed	-15.8%	-6.3%	-10.1%	+10.5%	✅ faster
51	duckdb:duckdb	+10.5%	-6.3%	+17.9%	+10.5%	🚨 regression
51	duckdb:vortex-compact	+1.8%	-6.3%	+8.6%	+12.0%	➖ noise
51	duckdb:vortex-file-compressed	+4.4%	-6.3%	+11.4%	+23.5%	➖ noise
52	datafusion:vortex-compact	-14.0%	-6.1%	-8.4%	+14.3%	➖ noise
52	datafusion:vortex-file-compressed	-17.1%	-6.1%	-11.8%	+13.5%	➖ noise
52	duckdb:duckdb	+10.5%	-6.1%	+17.7%	+18.1%	➖ noise
52	duckdb:vortex-compact	+0.3%	-6.1%	+6.8%	+19.0%	➖ noise
52	duckdb:vortex-file-compressed	+4.6%	-6.1%	+11.4%	+21.6%	➖ noise
53	datafusion:vortex-compact	-10.7%	-4.6%	-6.3%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	-13.2%	-4.6%	-8.9%	+10.0%	➖ noise
53	duckdb:duckdb	+9.0%	-4.6%	+14.3%	+11.1%	🚨 regression
53	duckdb:vortex-compact	-2.6%	-4.6%	+2.1%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	-0.2%	-4.6%	+4.7%	+12.8%	➖ noise
54	datafusion:vortex-compact	-8.1%	+2.3%	-10.2%	+10.0%	✅ faster
54	datafusion:vortex-file-compressed	-13.1%	+2.3%	-15.1%	+10.0%	✅ faster
54	duckdb:duckdb	+4.8%	+2.3%	+2.5%	+11.1%	➖ noise
54	duckdb:vortex-compact	+1.8%	+2.3%	-0.4%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+4.2%	+2.3%	+1.8%	+10.2%	➖ noise
55	datafusion:vortex-compact	-11.2%	+0.1%	-11.2%	+11.8%	✅ faster
55	datafusion:vortex-file-compressed	-10.7%	+0.1%	-10.8%	+14.2%	➖ noise
55	duckdb:duckdb	+11.6%	+0.1%	+11.5%	+15.9%	➖ noise
55	duckdb:vortex-compact	+5.3%	+0.1%	+5.2%	+15.4%	➖ noise
55	duckdb:vortex-file-compressed	+3.8%	+0.1%	+3.8%	+15.1%	➖ noise
56	datafusion:vortex-compact	-9.3%	-3.8%	-5.7%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-10.2%	-3.8%	-6.6%	+10.0%	➖ noise
56	duckdb:duckdb	+7.1%	-3.8%	+11.3%	+10.8%	🚨 regression
56	duckdb:vortex-compact	-0.3%	-3.8%	+3.6%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	-0.3%	-3.8%	+3.6%	+10.0%	➖ noise
57	datafusion:vortex-compact	-15.2%	-5.2%	-10.5%	+10.0%	✅ faster
57	datafusion:vortex-file-compressed	-16.0%	-5.2%	-11.4%	+10.0%	✅ faster
57	duckdb:duckdb	+11.5%	-5.2%	+17.6%	+11.0%	🚨 regression
57	duckdb:vortex-compact	-12.7%	-5.2%	-7.9%	+13.7%	➖ noise
57	duckdb:vortex-file-compressed	-4.9%	-5.2%	+0.3%	+11.8%	➖ noise
58	datafusion:vortex-compact	-14.9%	-6.1%	-9.3%	+10.0%	✅ faster
58	datafusion:vortex-file-compressed	-16.1%	-6.1%	-10.6%	+10.0%	✅ faster
58	duckdb:duckdb	+18.6%	-6.1%	+26.3%	+10.8%	🚨 regression
58	duckdb:vortex-compact	+11.7%	-6.1%	+19.0%	+15.9%	🚨 regression
58	duckdb:vortex-file-compressed	+6.0%	-6.1%	+12.9%	+11.4%	🚨 regression
59	datafusion:vortex-compact	-14.3%	-6.1%	-8.8%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-16.0%	-6.1%	-10.6%	+10.0%	✅ faster
59	duckdb:duckdb	+11.0%	-6.1%	+18.2%	+10.0%	🚨 regression
59	duckdb:vortex-compact	+3.8%	-6.1%	+10.6%	+10.0%	🚨 regression
59	duckdb:vortex-file-compressed	+1.8%	-6.1%	+8.4%	+10.0%	➖ noise
60	datafusion:vortex-compact	-9.4%	-5.2%	-4.5%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	-11.2%	-5.2%	-6.4%	+10.0%	➖ noise
60	duckdb:duckdb	+14.3%	-5.2%	+20.6%	+11.8%	🚨 regression
60	duckdb:vortex-compact	+0.0%	-5.2%	+5.5%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	-2.0%	-5.2%	+3.4%	+10.0%	➖ noise
61	datafusion:vortex-compact	-10.5%	-6.6%	-4.3%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-14.2%	-6.6%	-8.2%	+10.0%	➖ noise
61	duckdb:duckdb	+15.3%	-6.6%	+23.4%	+10.0%	🚨 regression
61	duckdb:vortex-compact	+2.1%	-6.6%	+9.2%	+11.3%	➖ noise
61	duckdb:vortex-file-compressed	+5.5%	-6.6%	+12.9%	+12.5%	🚨 regression
62	datafusion:vortex-compact	-14.1%	+1.1%	-15.1%	+14.5%	✅ faster
62	datafusion:vortex-file-compressed	-18.7%	+1.1%	-19.6%	+13.1%	✅ faster
62	duckdb:duckdb	+10.9%	+1.1%	+9.7%	+12.5%	➖ noise
62	duckdb:vortex-compact	-1.3%	+1.1%	-2.4%	+24.7%	➖ noise
62	duckdb:vortex-file-compressed	+2.1%	+1.1%	+0.9%	+19.8%	➖ noise
63	datafusion:vortex-compact	-12.7%	-5.4%	-7.7%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	-14.8%	-5.4%	-9.9%	+10.6%	✅ faster
63	duckdb:duckdb	+2.5%	-5.4%	+8.3%	+10.0%	➖ noise
63	duckdb:vortex-compact	+6.4%	-5.4%	+12.4%	+10.0%	🚨 regression
63	duckdb:vortex-file-compressed	-1.7%	-5.4%	+3.9%	+14.3%	➖ noise
64	datafusion:vortex-compact	-13.1%	-8.3%	-5.3%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-13.8%	-8.3%	-6.0%	+10.0%	➖ noise
64	duckdb:duckdb	+9.4%	-8.3%	+19.2%	+10.0%	🚨 regression
64	duckdb:vortex-compact	+4.1%	-8.3%	+13.5%	+10.0%	🚨 regression
64	duckdb:vortex-file-compressed	+1.5%	-8.3%	+10.6%	+10.0%	🚨 regression
65	datafusion:vortex-compact	-9.0%	-4.6%	-4.6%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	-9.8%	-4.6%	-5.5%	+11.5%	➖ noise
65	duckdb:duckdb	+12.8%	-4.6%	+18.3%	+22.9%	➖ noise
65	duckdb:vortex-compact	+9.2%	-4.6%	+14.5%	+11.4%	🚨 regression
65	duckdb:vortex-file-compressed	+0.9%	-4.6%	+5.8%	+10.0%	➖ noise
66	datafusion:vortex-compact	-10.1%	-4.1%	-6.3%	+10.8%	➖ noise
66	datafusion:vortex-file-compressed	-11.1%	-4.1%	-7.3%	+11.3%	➖ noise
66	duckdb:duckdb	+2.7%	-4.1%	+7.0%	+16.1%	➖ noise
66	duckdb:vortex-compact	+2.4%	-4.1%	+6.8%	+14.1%	➖ noise
66	duckdb:vortex-file-compressed	-11.5%	-4.1%	-7.8%	+16.0%	➖ noise
67	datafusion:vortex-compact	-11.0%	-8.8%	-2.4%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-12.9%	-8.8%	-4.5%	+10.0%	➖ noise
67	duckdb:duckdb	+18.5%	-8.8%	+30.0%	+10.0%	🚨 regression
67	duckdb:vortex-compact	-0.1%	-8.8%	+9.6%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+4.1%	-8.8%	+14.2%	+10.0%	🚨 regression
68	datafusion:vortex-compact	-14.4%	-4.4%	-10.4%	+10.0%	✅ faster
68	datafusion:vortex-file-compressed	-12.8%	-4.4%	-8.8%	+10.0%	➖ noise
68	duckdb:duckdb	+14.3%	-4.4%	+19.5%	+10.0%	🚨 regression
68	duckdb:vortex-compact	+0.3%	-4.4%	+4.9%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+1.8%	-4.4%	+6.5%	+10.0%	➖ noise
69	datafusion:vortex-compact	-11.1%	-5.1%	-6.4%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-10.3%	-5.1%	-5.6%	+10.0%	➖ noise
69	duckdb:duckdb	+11.2%	-5.1%	+17.1%	+10.0%	🚨 regression
69	duckdb:vortex-compact	+1.8%	-5.1%	+7.2%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+1.1%	-5.1%	+6.5%	+10.0%	➖ noise
70	datafusion:vortex-compact	-15.2%	-5.1%	-10.6%	+10.0%	✅ faster
70	datafusion:vortex-file-compressed	-13.2%	-5.1%	-8.5%	+10.0%	➖ noise
70	duckdb:duckdb	+9.5%	-5.1%	+15.4%	+13.4%	🚨 regression
70	duckdb:vortex-compact	-2.3%	-5.1%	+3.0%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+3.3%	-5.1%	+8.9%	+10.0%	➖ noise
71	datafusion:vortex-compact	-12.8%	-5.3%	-8.0%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	-14.3%	-5.3%	-9.5%	+10.0%	✅ faster
71	duckdb:duckdb	+15.1%	-5.3%	+21.5%	+16.7%	🚨 regression
71	duckdb:vortex-compact	-1.7%	-5.3%	+3.8%	+22.8%	➖ noise
71	duckdb:vortex-file-compressed	+2.7%	-5.3%	+8.4%	+10.0%	➖ noise
72	datafusion:vortex-compact	-19.4%	-9.4%	-11.0%	+10.0%	✅ faster
72	datafusion:vortex-file-compressed	-21.3%	-9.4%	-13.0%	+10.0%	✅ faster
72	duckdb:duckdb	+4.1%	-9.4%	+14.9%	+10.0%	🚨 regression
72	duckdb:vortex-compact	+0.8%	-9.4%	+11.4%	+10.0%	🚨 regression
72	duckdb:vortex-file-compressed	+1.7%	-9.4%	+12.3%	+10.0%	🚨 regression
73	datafusion:vortex-compact	-10.1%	-3.7%	-6.6%	+17.3%	➖ noise
73	datafusion:vortex-file-compressed	-18.6%	-3.7%	-15.5%	+15.6%	✅ faster
73	duckdb:duckdb	+11.2%	-3.7%	+15.5%	+13.1%	🚨 regression
73	duckdb:vortex-compact	-1.4%	-3.7%	+2.4%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-2.1%	-3.7%	+1.7%	+10.0%	➖ noise
74	datafusion:vortex-compact	-14.4%	-7.8%	-7.1%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	-16.4%	-7.8%	-9.3%	+10.0%	✅ faster
74	duckdb:duckdb	+10.8%	-7.8%	+20.2%	+16.9%	🚨 regression
74	duckdb:vortex-compact	+4.6%	-7.8%	+13.5%	+10.0%	🚨 regression
74	duckdb:vortex-file-compressed	-1.7%	-7.8%	+6.6%	+10.0%	➖ noise
75	datafusion:vortex-compact	-10.7%	-5.4%	-5.6%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-9.6%	-5.4%	-4.4%	+10.0%	➖ noise
75	duckdb:duckdb	+15.6%	-5.4%	+22.2%	+11.3%	🚨 regression
75	duckdb:vortex-compact	-3.9%	-5.4%	+1.5%	+11.4%	➖ noise
75	duckdb:vortex-file-compressed	+3.6%	-5.4%	+9.5%	+13.5%	➖ noise
76	datafusion:vortex-compact	-15.7%	-6.4%	-10.0%	+10.0%	✅ faster
76	datafusion:vortex-file-compressed	-10.8%	-6.4%	-4.7%	+10.0%	➖ noise
76	duckdb:duckdb	+12.5%	-6.4%	+20.1%	+10.9%	🚨 regression
76	duckdb:vortex-compact	+0.8%	-6.4%	+7.7%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	+8.5%	-6.4%	+16.0%	+16.1%	➖ noise
77	datafusion:vortex-compact	-8.9%	-3.4%	-5.7%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-10.9%	-3.4%	-7.8%	+10.0%	➖ noise
77	duckdb:duckdb	+14.5%	-3.4%	+18.5%	+14.2%	🚨 regression
77	duckdb:vortex-compact	+5.4%	-3.4%	+9.1%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+0.4%	-3.4%	+3.9%	+10.0%	➖ noise
78	datafusion:vortex-compact	-15.4%	-7.5%	-8.6%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	-18.1%	-7.5%	-11.5%	+10.0%	✅ faster
78	duckdb:duckdb	+14.4%	-7.5%	+23.6%	+10.0%	🚨 regression
78	duckdb:vortex-compact	-8.0%	-7.5%	-0.6%	+13.8%	➖ noise
78	duckdb:vortex-file-compressed	-4.4%	-7.5%	+3.3%	+10.0%	➖ noise
79	datafusion:vortex-compact	-13.6%	-4.8%	-9.2%	+10.0%	✅ faster
79	datafusion:vortex-file-compressed	-17.5%	-4.8%	-13.3%	+10.0%	✅ faster
79	duckdb:duckdb	+19.3%	-4.8%	+25.4%	+12.0%	🚨 regression
79	duckdb:vortex-compact	-4.7%	-4.8%	+0.1%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-0.2%	-4.8%	+4.9%	+10.1%	➖ noise
80	datafusion:vortex-compact	-15.6%	-7.1%	-9.1%	+10.0%	✅ faster
80	datafusion:vortex-file-compressed	-16.2%	-7.1%	-9.8%	+10.0%	✅ faster
80	duckdb:duckdb	+21.0%	-7.1%	+30.3%	+14.3%	🚨 regression
80	duckdb:vortex-compact	+1.9%	-7.1%	+9.7%	+12.9%	➖ noise
80	duckdb:vortex-file-compressed	-1.7%	-7.1%	+5.9%	+10.0%	➖ noise
81	datafusion:vortex-compact	-12.6%	-6.1%	-6.9%	+14.3%	➖ noise
81	datafusion:vortex-file-compressed	-18.0%	-6.1%	-12.7%	+13.8%	✅ faster
81	duckdb:duckdb	+4.9%	-6.1%	+11.8%	+11.7%	🚨 regression
81	duckdb:vortex-compact	+2.8%	-6.1%	+9.5%	+13.1%	➖ noise
81	duckdb:vortex-file-compressed	-1.3%	-6.1%	+5.1%	+12.5%	➖ noise
82	datafusion:vortex-compact	-3.4%	-4.6%	+1.2%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-20.3%	-4.6%	-16.5%	+10.0%	✅ faster
82	duckdb:duckdb	+9.0%	-4.6%	+14.2%	+16.0%	➖ noise
82	duckdb:vortex-compact	+0.5%	-4.6%	+5.3%	+10.8%	➖ noise
82	duckdb:vortex-file-compressed	+3.0%	-4.6%	+7.9%	+15.1%	➖ noise
83	datafusion:vortex-compact	-5.7%	-7.3%	+1.8%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-13.1%	-7.3%	-6.3%	+10.0%	➖ noise
83	duckdb:duckdb	+9.0%	-7.3%	+17.6%	+14.6%	🚨 regression
83	duckdb:vortex-compact	+1.3%	-7.3%	+9.3%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	-2.9%	-7.3%	+4.8%	+12.2%	➖ noise
84	datafusion:vortex-compact	-3.7%	-1.7%	-2.0%	+14.4%	➖ noise
84	datafusion:vortex-file-compressed	-20.4%	-1.7%	-19.0%	+11.6%	✅ faster
84	duckdb:duckdb	+8.9%	-1.7%	+10.8%	+10.8%	➖ noise
84	duckdb:vortex-compact	-4.2%	-1.7%	-2.6%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	-0.5%	-1.7%	+1.3%	+10.0%	➖ noise
85	datafusion:vortex-compact	-0.6%	-3.2%	+2.6%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	-11.1%	-3.2%	-8.2%	+10.0%	➖ noise
85	duckdb:duckdb	+15.2%	-3.2%	+18.9%	+10.0%	🚨 regression
85	duckdb:vortex-compact	+9.7%	-3.2%	+13.3%	+10.0%	🚨 regression
85	duckdb:vortex-file-compressed	+1.7%	-3.2%	+5.0%	+10.0%	➖ noise
86	datafusion:vortex-compact	+2.3%	-9.6%	+13.2%	+12.4%	🚨 regression
86	datafusion:vortex-file-compressed	-11.4%	-9.6%	-2.1%	+11.8%	➖ noise
86	duckdb:duckdb	+16.0%	-9.6%	+28.3%	+12.6%	🚨 regression
86	duckdb:vortex-compact	-4.2%	-9.6%	+6.0%	+18.2%	➖ noise
86	duckdb:vortex-file-compressed	-5.9%	-9.6%	+4.0%	+14.7%	➖ noise
87	datafusion:vortex-compact	+1.6%	-2.1%	+3.8%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-15.6%	-2.1%	-13.8%	+10.0%	✅ faster
87	duckdb:duckdb	+8.1%	-2.1%	+10.5%	+14.5%	➖ noise
87	duckdb:vortex-compact	+0.7%	-2.1%	+2.9%	+14.3%	➖ noise
87	duckdb:vortex-file-compressed	+6.0%	-2.1%	+8.2%	+10.7%	➖ noise
88	datafusion:vortex-compact	-0.8%	-5.0%	+4.4%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-14.7%	-5.0%	-10.2%	+10.0%	✅ faster
88	duckdb:duckdb	+8.9%	-5.0%	+14.6%	+10.0%	🚨 regression
88	duckdb:vortex-compact	-0.3%	-5.0%	+4.9%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+0.3%	-5.0%	+5.6%	+10.0%	➖ noise
89	datafusion:vortex-compact	+0.5%	-5.6%	+6.5%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	-17.0%	-5.6%	-12.1%	+10.0%	✅ faster
89	duckdb:duckdb	+15.7%	-5.6%	+22.6%	+11.0%	🚨 regression
89	duckdb:vortex-compact	+1.3%	-5.6%	+7.3%	+13.2%	➖ noise
89	duckdb:vortex-file-compressed	-4.4%	-5.6%	+1.3%	+13.8%	➖ noise
90	datafusion:vortex-compact	-1.4%	-9.1%	+8.4%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-15.1%	-9.1%	-6.7%	+10.0%	➖ noise
90	duckdb:duckdb	+14.4%	-9.1%	+25.8%	+10.0%	🚨 regression
90	duckdb:vortex-compact	+0.4%	-9.1%	+10.4%	+11.4%	➖ noise
90	duckdb:vortex-file-compressed	-1.7%	-9.1%	+8.1%	+10.0%	➖ noise
91	datafusion:vortex-compact	+2.0%	-7.1%	+9.7%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	-16.0%	-7.1%	-9.6%	+10.0%	✅ faster
91	duckdb:duckdb	+11.5%	-7.1%	+20.0%	+15.4%	🚨 regression
91	duckdb:vortex-compact	+4.9%	-7.1%	+12.8%	+10.0%	🚨 regression
91	duckdb:vortex-file-compressed	-2.4%	-7.1%	+5.0%	+10.0%	➖ noise
92	datafusion:vortex-compact	-4.5%	-6.0%	+1.7%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	-15.9%	-6.0%	-10.5%	+10.0%	✅ faster
92	duckdb:duckdb	+9.5%	-6.0%	+16.6%	+13.3%	🚨 regression
92	duckdb:vortex-compact	-0.8%	-6.0%	+5.6%	+18.9%	➖ noise
92	duckdb:vortex-file-compressed	-3.0%	-6.0%	+3.3%	+10.0%	➖ noise
93	datafusion:vortex-compact	+3.4%	-8.1%	+12.4%	+10.0%	🚨 regression
93	datafusion:vortex-file-compressed	-18.5%	-8.1%	-11.3%	+10.0%	✅ faster
93	duckdb:duckdb	+21.1%	-8.1%	+31.8%	+14.7%	🚨 regression
93	duckdb:vortex-compact	+3.4%	-8.1%	+12.4%	+10.3%	🚨 regression
93	duckdb:vortex-file-compressed	+5.4%	-8.1%	+14.7%	+13.5%	🚨 regression
94	datafusion:vortex-compact	+4.6%	-9.1%	+15.1%	+10.0%	🚨 regression
94	datafusion:vortex-file-compressed	-11.1%	-9.1%	-2.1%	+10.0%	➖ noise
94	duckdb:duckdb	+4.4%	-9.1%	+14.9%	+10.4%	🚨 regression
94	duckdb:vortex-compact	+3.3%	-9.1%	+13.7%	+12.8%	🚨 regression
94	duckdb:vortex-file-compressed	-1.2%	-9.1%	+8.8%	+10.0%	➖ noise
95	datafusion:vortex-compact	+0.1%	+3.4%	-3.2%	+10.4%	➖ noise
95	datafusion:vortex-file-compressed	-14.9%	+3.4%	-17.6%	+10.0%	✅ faster
95	duckdb:duckdb	-5.5%	+3.4%	-8.6%	+20.6%	➖ noise
95	duckdb:vortex-compact	+7.7%	+3.4%	+4.2%	+16.0%	➖ noise
95	duckdb:vortex-file-compressed	-3.8%	+3.4%	-6.9%	+18.6%	➖ noise
96	datafusion:vortex-compact	+0.8%	-7.9%	+9.4%	+13.7%	➖ noise
96	datafusion:vortex-file-compressed	-17.0%	-7.9%	-9.9%	+15.6%	➖ noise
96	duckdb:duckdb	+20.4%	-7.9%	+30.8%	+14.8%	🚨 regression
96	duckdb:vortex-compact	+5.1%	-7.9%	+14.1%	+13.1%	🚨 regression
96	duckdb:vortex-file-compressed	-1.4%	-7.9%	+7.1%	+15.2%	➖ noise
97	datafusion:vortex-compact	+0.2%	-8.4%	+9.3%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-15.1%	-8.4%	-7.3%	+10.0%	➖ noise
97	duckdb:duckdb	+15.8%	-8.4%	+26.4%	+10.0%	🚨 regression
97	duckdb:vortex-compact	-2.7%	-8.4%	+6.2%	+10.2%	➖ noise
97	duckdb:vortex-file-compressed	+6.9%	-8.4%	+16.6%	+10.0%	🚨 regression
98	datafusion:vortex-compact	+2.5%	-6.6%	+9.7%	+10.6%	➖ noise
98	datafusion:vortex-file-compressed	-16.8%	-6.6%	-11.0%	+11.0%	✅ faster
98	duckdb:duckdb	+21.6%	-6.6%	+30.1%	+12.2%	🚨 regression
98	duckdb:vortex-compact	-0.4%	-6.6%	+6.6%	+11.2%	➖ noise
98	duckdb:vortex-file-compressed	+3.0%	-6.6%	+10.3%	+12.3%	➖ noise
99	datafusion:vortex-compact	+1.6%	-6.5%	+8.7%	+16.4%	➖ noise
99	datafusion:vortex-file-compressed	-21.2%	-6.5%	-15.7%	+17.6%	✅ faster
99	duckdb:duckdb	+7.8%	-6.5%	+15.4%	+16.3%	➖ noise
99	duckdb:vortex-compact	-0.8%	-6.5%	+6.1%	+29.9%	➖ noise
99	duckdb:vortex-file-compressed	+2.1%	-6.5%	+9.2%	+15.6%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 1.003x ➖
Parquet (geomean): 1.004x ➖
Shifts: Parquet (control) +0.4% · Median polish -0.0%

---

datafusion / vortex-file-compressed (1.003x ➖, 0↑ 1↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	413496095	412701579	1.00
tpch_q02/datafusion:vortex-file-compressed	116114359	120074259	0.97
tpch_q03/datafusion:vortex-file-compressed	203149922	201635699	1.01
tpch_q04/datafusion:vortex-file-compressed	99134906	102499285	0.97
tpch_q05/datafusion:vortex-file-compressed	382115182	378669490	1.01
tpch_q06/datafusion:vortex-file-compressed	41848935	41257231	1.01
tpch_q07/datafusion:vortex-file-compressed	563733311	561210844	1.00
tpch_q08/datafusion:vortex-file-compressed	378036412	380380521	0.99
tpch_q09/datafusion:vortex-file-compressed	667282826	659730730	1.01
tpch_q10/datafusion:vortex-file-compressed	238945622	234393278	1.02
tpch_q11/datafusion:vortex-file-compressed	86395172	85397920	1.01
tpch_q12/datafusion:vortex-file-compressed	108208301	108336820	1.00
tpch_q13/datafusion:vortex-file-compressed	220934631	223271391	0.99
tpch_q14/datafusion:vortex-file-compressed	57655747	57783438	1.00
tpch_q15/datafusion:vortex-file-compressed	107911321	106785185	1.01
tpch_q16/datafusion:vortex-file-compressed	76187280	77739913	0.98
tpch_q17/datafusion:vortex-file-compressed 🚨	714981853	640740835	1.12
tpch_q18/datafusion:vortex-file-compressed	881303645	878329044	1.00
tpch_q19/datafusion:vortex-file-compressed	98780363	101658674	0.97
tpch_q20/datafusion:vortex-file-compressed	171722206	173369920	0.99
tpch_q21/datafusion:vortex-file-compressed	660496399	659403589	1.00
tpch_q22/datafusion:vortex-file-compressed	60961266	60297749	1.01

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

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	443758199	446967185	0.99
tpch_q02/datafusion:vortex-compact	122642665	120748552	1.02
tpch_q03/datafusion:vortex-compact	216453459	221129942	0.98
tpch_q04/datafusion:vortex-compact	121150995	121152513	1.00
tpch_q05/datafusion:vortex-compact	388484531	393767514	0.99
tpch_q06/datafusion:vortex-compact	63303205	64996338	0.97
tpch_q07/datafusion:vortex-compact	586764942	585958781	1.00
tpch_q08/datafusion:vortex-compact	388178381	390979572	0.99
tpch_q09/datafusion:vortex-compact	679777736	679673916	1.00
tpch_q10/datafusion:vortex-compact	273170818	272545016	1.00
tpch_q11/datafusion:vortex-compact	91419940	91076514	1.00
tpch_q12/datafusion:vortex-compact	169854275	168828458	1.01
tpch_q13/datafusion:vortex-compact	276010788	274575747	1.01
tpch_q14/datafusion:vortex-compact	76115136	75546010	1.01
tpch_q15/datafusion:vortex-compact	169905298	168594663	1.01
tpch_q16/datafusion:vortex-compact	82409113	83340634	0.99
tpch_q17/datafusion:vortex-compact	648112360	652236508	0.99
tpch_q18/datafusion:vortex-compact	891460574	891726576	1.00
tpch_q19/datafusion:vortex-compact	140169157	148012666	0.95
tpch_q20/datafusion:vortex-compact	197882330	198958293	0.99
tpch_q21/datafusion:vortex-compact	700532186	701977771	1.00
tpch_q22/datafusion:vortex-compact	72747289	71680198	1.01

datafusion / parquet (1.001x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	408924650	430172336	0.95
tpch_q02/datafusion:parquet	182891075	190622020	0.96
tpch_q03/datafusion:parquet	291167716	296499631	0.98
tpch_q04/datafusion:parquet	133431685	135189317	0.99
tpch_q05/datafusion:parquet	444486314	439681826	1.01
tpch_q06/datafusion:parquet	121546814	117813261	1.03
tpch_q07/datafusion:parquet	624564879	623292513	1.00
tpch_q08/datafusion:parquet	487343854	479678337	1.02
tpch_q09/datafusion:parquet	766720094	754425540	1.02
tpch_q10/datafusion:parquet	504278483	502188319	1.00
tpch_q11/datafusion:parquet	130644051	129445103	1.01
tpch_q12/datafusion:parquet	218226888	202440781	1.08
tpch_q13/datafusion:parquet	341896265	342492491	1.00
tpch_q14/datafusion:parquet	164496283	165846446	0.99
tpch_q15/datafusion:parquet	253854278	254367782	1.00
tpch_q16/datafusion:parquet	134977567	137343875	0.98
tpch_q17/datafusion:parquet	686277188	684965581	1.00
tpch_q18/datafusion:parquet	871203555	885016533	0.98
tpch_q19/datafusion:parquet	270354319	264018382	1.02
tpch_q20/datafusion:parquet	304563660	304729242	1.00
tpch_q21/datafusion:parquet	738836098	735945036	1.00
tpch_q22/datafusion:parquet	218525769	219727088	0.99

datafusion / arrow (0.991x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	600390202	601890768	1.00
tpch_q02/datafusion:arrow	161432003	165213747	0.98
tpch_q03/datafusion:arrow	456651165	459548304	0.99
tpch_q04/datafusion:arrow	340778392	349044144	0.98
tpch_q05/datafusion:arrow	911239334	917780256	0.99
tpch_q06/datafusion:arrow	274397412	275242289	1.00
tpch_q07/datafusion:arrow	1127324716	1133646304	0.99
tpch_q08/datafusion:arrow	1127901195	1134540628	0.99
tpch_q09/datafusion:arrow	1335616187	1340401534	1.00
tpch_q10/datafusion:arrow	591141117	598290293	0.99
tpch_q11/datafusion:arrow	150158626	149812288	1.00
tpch_q12/datafusion:arrow	654766132	683371069	0.96
tpch_q13/datafusion:arrow	519089558	521699303	0.99
tpch_q14/datafusion:arrow	302771533	314439669	0.96
tpch_q15/datafusion:arrow	654148833	663049426	0.99
tpch_q16/datafusion:arrow	106742896	110037357	0.97
tpch_q17/datafusion:arrow	1305826904	1315936250	0.99
tpch_q18/datafusion:arrow	1815441576	1787753056	1.02
tpch_q19/datafusion:arrow	506644396	502630312	1.01
tpch_q20/datafusion:arrow	491442513	487700505	1.01
tpch_q21/datafusion:arrow	2837236790	2812519933	1.01
tpch_q22/datafusion:arrow	145911723	147181509	0.99

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

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	176619261	179268727	0.99
tpch_q02/duckdb:vortex-file-compressed	55164915	51613543	1.07
tpch_q03/duckdb:vortex-file-compressed	125971600	127001185	0.99
tpch_q04/duckdb:vortex-file-compressed	146962432	147751012	0.99
tpch_q05/duckdb:vortex-file-compressed	131031153	132305261	0.99
tpch_q06/duckdb:vortex-file-compressed	54023835	52351785	1.03
tpch_q07/duckdb:vortex-file-compressed	148743862	144865449	1.03
tpch_q08/duckdb:vortex-file-compressed	179124847	174305565	1.03
tpch_q09/duckdb:vortex-file-compressed	335919078	339110221	0.99
tpch_q10/duckdb:vortex-file-compressed	155908785	152943932	1.02
tpch_q11/duckdb:vortex-file-compressed	35490292	35373462	1.00
tpch_q12/duckdb:vortex-file-compressed	90775642	90862391	1.00
tpch_q13/duckdb:vortex-file-compressed	246836613	245416935	1.01
tpch_q14/duckdb:vortex-file-compressed	71535814	65794633	1.09
tpch_q15/duckdb:vortex-file-compressed	98420854	96231959	1.02
tpch_q16/duckdb:vortex-file-compressed	79490580	80165418	0.99
tpch_q17/duckdb:vortex-file-compressed	103991072	101057820	1.03
tpch_q18/duckdb:vortex-file-compressed	281247373	283650717	0.99
tpch_q19/duckdb:vortex-file-compressed	92283862	91417857	1.01
tpch_q20/duckdb:vortex-file-compressed	167854309	166152431	1.01
tpch_q21/duckdb:vortex-file-compressed	561273889	557051328	1.01
tpch_q22/duckdb:vortex-file-compressed	77747360	77990792	1.00

duckdb / vortex-compact (1.000x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	231081162	230167725	1.00
tpch_q02/duckdb:vortex-compact	59333787	60938092	0.97
tpch_q03/duckdb:vortex-compact	140293823	139057182	1.01
tpch_q04/duckdb:vortex-compact	179107023	173659176	1.03
tpch_q05/duckdb:vortex-compact	146249879	146836405	1.00
tpch_q06/duckdb:vortex-compact	86156108	91973281	0.94
tpch_q07/duckdb:vortex-compact	207413360	202571481	1.02
tpch_q08/duckdb:vortex-compact	191243340	192973974	0.99
tpch_q09/duckdb:vortex-compact	367983242	365292430	1.01
tpch_q10/duckdb:vortex-compact	189502642	185517685	1.02
tpch_q11/duckdb:vortex-compact	41467791	41314608	1.00
tpch_q12/duckdb:vortex-compact	211402428	207848601	1.02
tpch_q13/duckdb:vortex-compact	296291300	294434682	1.01
tpch_q14/duckdb:vortex-compact	103577920	105993435	0.98
tpch_q15/duckdb:vortex-compact	120152077	119801105	1.00
tpch_q16/duckdb:vortex-compact	87277606	85850561	1.02
tpch_q17/duckdb:vortex-compact	116714918	117571992	0.99
tpch_q18/duckdb:vortex-compact	303416052	292063744	1.04
tpch_q19/duckdb:vortex-compact	115812386	117032835	0.99
tpch_q20/duckdb:vortex-compact	207047757	209794673	0.99
tpch_q21/duckdb:vortex-compact	632041859	632967754	1.00
tpch_q22/duckdb:vortex-compact	89373795	91240710	0.98

duckdb / parquet (1.006x ➖, 0↑ 1↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	255922438	265778419	0.96
tpch_q02/duckdb:parquet	104635263	103550217	1.01
tpch_q03/duckdb:parquet	212504202	214282344	0.99
tpch_q04/duckdb:parquet	137450137	134050474	1.03
tpch_q05/duckdb:parquet	218987006	218317853	1.00
tpch_q06/duckdb:parquet	70078324	66773079	1.05
tpch_q07/duckdb:parquet	182616983	179552179	1.02
tpch_q08/duckdb:parquet	255114098	252524090	1.01
tpch_q09/duckdb:parquet	448862610	465472090	0.96
tpch_q10/duckdb:parquet	601518123	609867354	0.99
tpch_q11/duckdb:parquet 🚨	44025124	39265429	1.12
tpch_q12/duckdb:parquet	127272023	125548833	1.01
tpch_q13/duckdb:parquet	442373701	452640073	0.98
tpch_q14/duckdb:parquet	171933905	169940839	1.01
tpch_q15/duckdb:parquet	96472669	96760639	1.00
tpch_q16/duckdb:parquet	157191817	165837528	0.95
tpch_q17/duckdb:parquet	175880960	177432926	0.99
tpch_q18/duckdb:parquet	349688868	347455191	1.01
tpch_q19/duckdb:parquet	283971189	281721421	1.01
tpch_q20/duckdb:parquet	234427643	227083335	1.03
tpch_q21/duckdb:parquet	575795356	567126547	1.02
tpch_q22/duckdb:parquet	293357666	290608528	1.01

duckdb / duckdb (1.000x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116932319	116833266	1.00
tpch_q02/duckdb:duckdb	45231015	47214287	0.96
tpch_q03/duckdb:duckdb	99021984	97141192	1.02
tpch_q04/duckdb:duckdb	132117521	129388127	1.02
tpch_q05/duckdb:duckdb	108396053	109446703	0.99
tpch_q06/duckdb:duckdb	39129159	39743838	0.98
tpch_q07/duckdb:duckdb	86339679	86247065	1.00
tpch_q08/duckdb:duckdb	111653552	110229080	1.01
tpch_q09/duckdb:duckdb	276048771	279409114	0.99
tpch_q10/duckdb:duckdb	206481433	198249210	1.04
tpch_q11/duckdb:duckdb	15515153	15552133	1.00
tpch_q12/duckdb:duckdb	84599461	85022577	1.00
tpch_q13/duckdb:duckdb	250865754	250891122	1.00
tpch_q14/duckdb:duckdb	70867755	70981389	1.00
tpch_q15/duckdb:duckdb	78466945	77859282	1.01
tpch_q16/duckdb:duckdb	73184899	72970902	1.00
tpch_q17/duckdb:duckdb	84538224	84911860	1.00
tpch_q18/duckdb:duckdb	213071108	212158404	1.00
tpch_q19/duckdb:duckdb	115903043	115800942	1.00
tpch_q20/duckdb:duckdb	111796634	111593745	1.00
tpch_q21/duckdb:duckdb	295106656	303579375	0.97
tpch_q22/duckdb:duckdb	68033200	67545513	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-0.2%	-4.3%	+4.3%	+10.0%	➖ noise
1	datafusion:vortex-compact	-0.7%	-4.3%	+3.8%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+0.2%	-4.3%	+4.7%	+10.7%	➖ noise
1	duckdb:duckdb	+0.1%	-4.3%	+4.6%	+10.0%	➖ noise
1	duckdb:vortex-compact	+0.4%	-4.3%	+4.9%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-1.5%	-4.3%	+3.0%	+10.0%	➖ noise
2	datafusion:arrow	-2.3%	-1.5%	-0.8%	+10.0%	➖ noise
2	datafusion:vortex-compact	+1.6%	-1.5%	+3.2%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-3.3%	-1.5%	-1.8%	+10.0%	➖ noise
2	duckdb:duckdb	-4.2%	-1.5%	-2.7%	+10.0%	➖ noise
2	duckdb:vortex-compact	-2.6%	-1.5%	-1.1%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+6.9%	-1.5%	+8.5%	+12.5%	➖ noise
3	datafusion:arrow	-0.6%	-1.3%	+0.7%	+10.0%	➖ noise
3	datafusion:vortex-compact	-2.1%	-1.3%	-0.8%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.8%	-1.3%	+2.1%	+10.0%	➖ noise
3	duckdb:duckdb	+1.9%	-1.3%	+3.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	+0.9%	-1.3%	+2.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.8%	-1.3%	+0.5%	+10.0%	➖ noise
4	datafusion:arrow	-2.4%	+0.6%	-3.0%	+10.0%	➖ noise
4	datafusion:vortex-compact	-0.0%	+0.6%	-0.6%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.3%	+0.6%	-3.9%	+10.0%	➖ noise
4	duckdb:duckdb	+2.1%	+0.6%	+1.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	+3.1%	+0.6%	+2.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.5%	+0.6%	-1.1%	+10.0%	➖ noise
5	datafusion:arrow	-0.7%	+0.7%	-1.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	-1.3%	+0.7%	-2.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.9%	+0.7%	+0.2%	+10.0%	➖ noise
5	duckdb:duckdb	-1.0%	+0.7%	-1.6%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.4%	+0.7%	-1.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.0%	+0.7%	-1.7%	+10.0%	➖ noise
6	datafusion:arrow	-0.3%	+4.1%	-4.2%	+10.0%	➖ noise
6	datafusion:vortex-compact	-2.6%	+4.1%	-6.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.4%	+4.1%	-2.5%	+10.0%	➖ noise
6	duckdb:duckdb	-1.5%	+4.1%	-5.4%	+14.2%	➖ noise
6	duckdb:vortex-compact	-6.3%	+4.1%	-10.0%	+10.0%	✅ faster
6	duckdb:vortex-file-compressed	+3.2%	+4.1%	-0.8%	+15.7%	➖ noise
7	datafusion:arrow	-0.6%	+1.0%	-1.5%	+10.0%	➖ noise
7	datafusion:vortex-compact	+0.1%	+1.0%	-0.8%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+0.4%	+1.0%	-0.5%	+10.0%	➖ noise
7	duckdb:duckdb	+0.1%	+1.0%	-0.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	+2.4%	+1.0%	+1.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.7%	+1.0%	+1.7%	+10.0%	➖ noise
8	datafusion:arrow	-0.6%	+1.3%	-1.9%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.7%	+1.3%	-2.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.6%	+1.3%	-1.9%	+10.0%	➖ noise
8	duckdb:duckdb	+1.3%	+1.3%	-0.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.9%	+1.3%	-2.2%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.8%	+1.3%	+1.4%	+10.0%	➖ noise
9	datafusion:arrow	-0.4%	-1.0%	+0.7%	+10.0%	➖ noise
9	datafusion:vortex-compact	+0.0%	-1.0%	+1.0%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+1.1%	-1.0%	+2.2%	+10.0%	➖ noise
9	duckdb:duckdb	-1.2%	-1.0%	-0.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.7%	-1.0%	+1.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.9%	-1.0%	+0.1%	+10.0%	➖ noise
10	datafusion:arrow	-1.2%	-0.5%	-0.7%	+10.0%	➖ noise
10	datafusion:vortex-compact	+0.2%	-0.5%	+0.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+1.9%	-0.5%	+2.4%	+10.0%	➖ noise
10	duckdb:duckdb	+4.2%	-0.5%	+4.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	+2.1%	-0.5%	+2.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.9%	-0.5%	+2.4%	+10.0%	➖ noise
11	datafusion:arrow	+0.2%	+6.4%	-5.8%	+10.8%	➖ noise
11	datafusion:vortex-compact	+0.4%	+6.4%	-5.6%	+11.0%	➖ noise
11	datafusion:vortex-file-compressed	+1.2%	+6.4%	-4.9%	+10.2%	➖ noise
11	duckdb:duckdb	-0.2%	+6.4%	-6.2%	+18.9%	➖ noise
11	duckdb:vortex-compact	+0.4%	+6.4%	-5.6%	+14.5%	➖ noise
11	duckdb:vortex-file-compressed	+0.3%	+6.4%	-5.7%	+13.7%	➖ noise
12	datafusion:arrow	-4.2%	+4.5%	-8.3%	+48.1%	➖ noise
12	datafusion:vortex-compact	+0.6%	+4.5%	-3.8%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-0.1%	+4.5%	-4.5%	+10.0%	➖ noise
12	duckdb:duckdb	-0.5%	+4.5%	-4.8%	+10.0%	➖ noise
12	duckdb:vortex-compact	+1.7%	+4.5%	-2.7%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-0.1%	+4.5%	-4.4%	+10.0%	➖ noise
13	datafusion:arrow	-0.5%	-1.2%	+0.7%	+11.2%	➖ noise
13	datafusion:vortex-compact	+0.5%	-1.2%	+1.8%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.0%	-1.2%	+0.2%	+10.0%	➖ noise
13	duckdb:duckdb	-0.0%	-1.2%	+1.2%	+10.0%	➖ noise
13	duckdb:vortex-compact	+0.6%	-1.2%	+1.9%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.6%	-1.2%	+1.8%	+10.0%	➖ noise
14	datafusion:arrow	-3.7%	+0.2%	-3.9%	+10.0%	➖ noise
14	datafusion:vortex-compact	+0.8%	+0.2%	+0.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-0.2%	+0.2%	-0.4%	+14.5%	➖ noise
14	duckdb:duckdb	-0.2%	+0.2%	-0.3%	+10.0%	➖ noise
14	duckdb:vortex-compact	-2.3%	+0.2%	-2.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+8.7%	+0.2%	+8.5%	+11.3%	➖ noise
15	datafusion:arrow	-1.3%	-0.2%	-1.1%	+10.0%	➖ noise
15	datafusion:vortex-compact	+0.8%	-0.2%	+1.0%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.1%	-0.2%	+1.3%	+10.0%	➖ noise
15	duckdb:duckdb	+0.8%	-0.2%	+1.0%	+10.0%	➖ noise
15	duckdb:vortex-compact	+0.3%	-0.2%	+0.5%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+2.3%	-0.2%	+2.5%	+10.0%	➖ noise
16	datafusion:arrow	-3.0%	-3.5%	+0.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	-1.1%	-3.5%	+2.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-2.0%	-3.5%	+1.5%	+10.3%	➖ noise
16	duckdb:duckdb	+0.3%	-3.5%	+3.9%	+10.0%	➖ noise
16	duckdb:vortex-compact	+1.7%	-3.5%	+5.3%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.8%	-3.5%	+2.7%	+10.0%	➖ noise
17	datafusion:arrow	-0.8%	-0.3%	-0.4%	+10.0%	➖ noise
17	datafusion:vortex-compact	-0.6%	-0.3%	-0.3%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+11.6%	-0.3%	+12.0%	+10.0%	🚨 regression
17	duckdb:duckdb	-0.4%	-0.3%	-0.1%	+10.0%	➖ noise
17	duckdb:vortex-compact	-0.7%	-0.3%	-0.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+2.9%	-0.3%	+3.3%	+10.0%	➖ noise
18	datafusion:arrow	+1.5%	-0.5%	+2.0%	+10.0%	➖ noise
18	datafusion:vortex-compact	-0.0%	-0.5%	+0.4%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+0.3%	-0.5%	+0.8%	+10.0%	➖ noise
18	duckdb:duckdb	+0.4%	-0.5%	+0.9%	+10.0%	➖ noise
18	duckdb:vortex-compact	+3.9%	-0.5%	+4.4%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-0.8%	-0.5%	-0.4%	+10.0%	➖ noise
19	datafusion:arrow	+0.8%	+1.6%	-0.8%	+10.0%	➖ noise
19	datafusion:vortex-compact	-5.3%	+1.6%	-6.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-2.8%	+1.6%	-4.4%	+10.0%	➖ noise
19	duckdb:duckdb	+0.1%	+1.6%	-1.5%	+10.0%	➖ noise
19	duckdb:vortex-compact	-1.0%	+1.6%	-2.6%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+0.9%	+1.6%	-0.6%	+10.0%	➖ noise
20	datafusion:arrow	+0.8%	+1.6%	-0.8%	+10.0%	➖ noise
20	datafusion:vortex-compact	-0.5%	+1.6%	-2.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.0%	+1.6%	-2.5%	+10.0%	➖ noise
20	duckdb:duckdb	+0.2%	+1.6%	-1.4%	+10.0%	➖ noise
20	duckdb:vortex-compact	-1.3%	+1.6%	-2.8%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+1.0%	+1.6%	-0.5%	+10.0%	➖ noise
21	datafusion:arrow	+0.9%	+1.0%	-0.1%	+10.0%	➖ noise
21	datafusion:vortex-compact	-0.2%	+1.0%	-1.2%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+0.2%	+1.0%	-0.8%	+10.0%	➖ noise
21	duckdb:duckdb	-2.8%	+1.0%	-3.7%	+10.0%	➖ noise
21	duckdb:vortex-compact	-0.1%	+1.0%	-1.1%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.8%	+1.0%	-0.2%	+10.0%	➖ noise
22	datafusion:arrow	-0.9%	+0.2%	-1.1%	+10.0%	➖ noise
22	datafusion:vortex-compact	+1.5%	+0.2%	+1.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.1%	+0.2%	+0.9%	+10.0%	➖ noise
22	duckdb:duckdb	+0.7%	+0.2%	+0.5%	+10.0%	➖ noise
22	duckdb:vortex-compact	-2.0%	+0.2%	-2.2%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.3%	+0.2%	-0.5%	+10.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +10.0%
Vortex (geomean): 1.060x ➖
Parquet (geomean): 0.963x ➖
Shifts: Parquet (control) -3.7% · Median polish +2.4%

---

datafusion / vortex-file-compressed (1.060x ➖, 3↑ 7↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	207778383	361646531	0.57
tpch_q02/datafusion:vortex-file-compressed	544204435	722922449	0.75
tpch_q03/datafusion:vortex-file-compressed 🚀	397232846	590716465	0.67
tpch_q04/datafusion:vortex-file-compressed 🚀	215218567	322147815	0.67
tpch_q05/datafusion:vortex-file-compressed	565925965	570508608	0.99
tpch_q06/datafusion:vortex-file-compressed	309698241	405758587	0.76
tpch_q07/datafusion:vortex-file-compressed 🚨	994336300	464215196	2.14
tpch_q08/datafusion:vortex-file-compressed 🚨	1174749783	883718002	1.33
tpch_q09/datafusion:vortex-file-compressed	567053485	501950867	1.13
tpch_q10/datafusion:vortex-file-compressed	615221083	718381934	0.86
tpch_q11/datafusion:vortex-file-compressed 🚨	536000105	402816985	1.33
tpch_q12/datafusion:vortex-file-compressed 🚨	810226976	443227111	1.83
tpch_q13/datafusion:vortex-file-compressed 🚨	244360280	184251722	1.33
tpch_q14/datafusion:vortex-file-compressed 🚨	358344337	201474919	1.78
tpch_q15/datafusion:vortex-file-compressed 🚨	580024985	334823643	1.73
tpch_q16/datafusion:vortex-file-compressed	257522321	297564882	0.87
tpch_q17/datafusion:vortex-file-compressed	358223159	444100602	0.81
tpch_q18/datafusion:vortex-file-compressed	332792892	375212533	0.89
tpch_q19/datafusion:vortex-file-compressed	431043754	397292816	1.08
tpch_q20/datafusion:vortex-file-compressed	357551319	345510641	1.03
tpch_q21/datafusion:vortex-file-compressed	558423742	521551339	1.07
tpch_q22/datafusion:vortex-file-compressed	234715938	193345541	1.21

datafusion / vortex-compact (1.115x ➖, 1↑ 4↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	277088431	306058863	0.91
tpch_q02/datafusion:vortex-compact	838781268	722205484	1.16
tpch_q03/datafusion:vortex-compact 🚀	453061884	739936215	0.61
tpch_q04/datafusion:vortex-compact	277896352	283716133	0.98
tpch_q05/datafusion:vortex-compact	656514351	519725267	1.26
tpch_q06/datafusion:vortex-compact	405791158	357955082	1.13
tpch_q07/datafusion:vortex-compact	586966936	463425006	1.27
tpch_q08/datafusion:vortex-compact	524936160	499047753	1.05
tpch_q09/datafusion:vortex-compact	419492759	403079834	1.04
tpch_q10/datafusion:vortex-compact	551828715	464724894	1.19
tpch_q11/datafusion:vortex-compact	256424306	265988904	0.96
tpch_q12/datafusion:vortex-compact 🚨	566831012	417781609	1.36
tpch_q13/datafusion:vortex-compact	202842920	199320178	1.02
tpch_q14/datafusion:vortex-compact	248560656	242301801	1.03
tpch_q15/datafusion:vortex-compact	456781881	458429487	1.00
tpch_q16/datafusion:vortex-compact	195271076	177599584	1.10
tpch_q17/datafusion:vortex-compact 🚨	455808083	310760853	1.47
tpch_q18/datafusion:vortex-compact	311204156	290329443	1.07
tpch_q19/datafusion:vortex-compact 🚨	648839006	453685288	1.43
tpch_q20/datafusion:vortex-compact	555044529	448817254	1.24
tpch_q21/datafusion:vortex-compact 🚨	832198427	503719774	1.65
tpch_q22/datafusion:vortex-compact	219267855	204278225	1.07

datafusion / parquet (0.913x ➖, 2↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	220560747	233557250	0.94
tpch_q02/datafusion:parquet	514880084	408778442	1.26
tpch_q03/datafusion:parquet	491823228	438553640	1.12
tpch_q04/datafusion:parquet	229552945	255067298	0.90
tpch_q05/datafusion:parquet	573115946	675912523	0.85
tpch_q06/datafusion:parquet	182119154	238254717	0.76
tpch_q07/datafusion:parquet	565097547	619335590	0.91
tpch_q08/datafusion:parquet 🚀	600482150	1028353124	0.58
tpch_q09/datafusion:parquet 🚀	471680527	707642539	0.67
tpch_q10/datafusion:parquet	507317578	527969328	0.96
tpch_q11/datafusion:parquet	335213871	341097164	0.98
tpch_q12/datafusion:parquet	256660844	248200519	1.03
tpch_q13/datafusion:parquet	443663748	441775984	1.00
tpch_q14/datafusion:parquet	165613441	212412767	0.78
tpch_q15/datafusion:parquet	286043960	305637186	0.94
tpch_q16/datafusion:parquet	169694543	201705922	0.84
tpch_q17/datafusion:parquet	380728212	388418807	0.98
tpch_q18/datafusion:parquet	446516202	453743542	0.98
tpch_q19/datafusion:parquet	386917159	315721111	1.23
tpch_q20/datafusion:parquet	315964498	344529252	0.92
tpch_q21/datafusion:parquet	557791972	664422125	0.84
tpch_q22/datafusion:parquet	153127220	172711615	0.89

duckdb / vortex-file-compressed (1.018x ➖, 0↑ 2↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚨	381914264	283368565	1.35
tpch_q02/duckdb:vortex-file-compressed	1001971012	871093433	1.15
tpch_q03/duckdb:vortex-file-compressed	595137177	695188035	0.86
tpch_q04/duckdb:vortex-file-compressed	372840888	410484013	0.91
tpch_q05/duckdb:vortex-file-compressed	852337552	976196134	0.87
tpch_q06/duckdb:vortex-file-compressed	453477891	531806879	0.85
tpch_q07/duckdb:vortex-file-compressed	807295850	843753549	0.96
tpch_q08/duckdb:vortex-file-compressed	976582845	915305904	1.07
tpch_q09/duckdb:vortex-file-compressed	918636862	991348802	0.93
tpch_q10/duckdb:vortex-file-compressed	774575424	710538072	1.09
tpch_q11/duckdb:vortex-file-compressed	517314116	496238726	1.04
tpch_q12/duckdb:vortex-file-compressed	526036121	617606414	0.85
tpch_q13/duckdb:vortex-file-compressed	445746205	430300069	1.04
tpch_q14/duckdb:vortex-file-compressed 🚨	553375079	420787621	1.32
tpch_q15/duckdb:vortex-file-compressed	346505654	299640089	1.16
tpch_q16/duckdb:vortex-file-compressed	420481045	364719650	1.15
tpch_q17/duckdb:vortex-file-compressed	765474413	613299967	1.25
tpch_q18/duckdb:vortex-file-compressed	605622147	626334519	0.97
tpch_q19/duckdb:vortex-file-compressed	475471327	444232086	1.07
tpch_q20/duckdb:vortex-file-compressed	883150484	994621954	0.89
tpch_q21/duckdb:vortex-file-compressed	1015130751	1091663056	0.93
tpch_q22/duckdb:vortex-file-compressed	298332878	321875443	0.93

duckdb / vortex-compact (1.047x ➖, 0↑ 1↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	362863037	303802398	1.19
tpch_q02/duckdb:vortex-compact	994030054	905823178	1.10
tpch_q03/duckdb:vortex-compact	599887138	693290103	0.87
tpch_q04/duckdb:vortex-compact	352970723	305012164	1.16
tpch_q05/duckdb:vortex-compact	858333035	723984648	1.19
tpch_q06/duckdb:vortex-compact	419667016	408032830	1.03
tpch_q07/duckdb:vortex-compact	840589653	693133247	1.21
tpch_q08/duckdb:vortex-compact	1020694584	1194678494	0.85
tpch_q09/duckdb:vortex-compact	1028683855	945144527	1.09
tpch_q10/duckdb:vortex-compact	725619701	647444583	1.12
tpch_q11/duckdb:vortex-compact 🚨	582087300	437816524	1.33
tpch_q12/duckdb:vortex-compact	471237512	458949373	1.03
tpch_q13/duckdb:vortex-compact	469578285	432705784	1.09
tpch_q14/duckdb:vortex-compact	557228207	509572070	1.09
tpch_q15/duckdb:vortex-compact	339246857	305950558	1.11
tpch_q16/duckdb:vortex-compact	376482635	451780642	0.83
tpch_q17/duckdb:vortex-compact	640956054	639623431	1.00
tpch_q18/duckdb:vortex-compact	393704660	496047596	0.79
tpch_q19/duckdb:vortex-compact	403581178	378247987	1.07
tpch_q20/duckdb:vortex-compact	782026050	746895879	1.05
tpch_q21/duckdb:vortex-compact	1072029367	1065093114	1.01
tpch_q22/duckdb:vortex-compact	363908604	358468637	1.02

duckdb / parquet (1.016x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	544924633	466304967	1.17
tpch_q02/duckdb:parquet	1433588629	1371855196	1.04
tpch_q03/duckdb:parquet	1169404229	1291056569	0.91
tpch_q04/duckdb:parquet	633147416	860683584	0.74
tpch_q05/duckdb:parquet	1754460177	1732605029	1.01
tpch_q06/duckdb:parquet	423135268	411048244	1.03
tpch_q07/duckdb:parquet	1192062455	1233978349	0.97
tpch_q08/duckdb:parquet	1805817775	1506088102	1.20
tpch_q09/duckdb:parquet	1629075673	1501133591	1.09
tpch_q10/duckdb:parquet	1551208604	1615520460	0.96
tpch_q11/duckdb:parquet	862883027	822147879	1.05
tpch_q12/duckdb:parquet	666074441	744460129	0.89
tpch_q13/duckdb:parquet	918963819	902346343	1.02
tpch_q14/duckdb:parquet	673282398	738851867	0.91
tpch_q15/duckdb:parquet	632326074	597071389	1.06
tpch_q16/duckdb:parquet	586407383	542622375	1.08
tpch_q17/duckdb:parquet	756357855	919381317	0.82
tpch_q18/duckdb:parquet	1154137897	888090708	1.30
tpch_q19/duckdb:parquet	1114119829	940462018	1.18
tpch_q20/duckdb:parquet	1238860182	1126757360	1.10
tpch_q21/duckdb:parquet	1338947982	1382849614	0.97
tpch_q22/duckdb:parquet	525056663	512633767	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-9.5%	+5.1%	-13.8%	+177.6%	➖ noise
1	datafusion:vortex-file-compressed	-42.5%	+5.1%	-45.3%	+114.0%	➖ noise
1	duckdb:vortex-compact	+19.4%	+5.1%	+13.7%	+123.0%	➖ noise
1	duckdb:vortex-file-compressed	+34.8%	+5.1%	+28.3%	+51.2%	➖ noise
2	datafusion:vortex-compact	+16.1%	+14.7%	+1.2%	+33.1%	➖ noise
2	datafusion:vortex-file-compressed	-24.7%	+14.7%	-34.4%	+30.5%	✅ faster
2	duckdb:vortex-compact	+9.7%	+14.7%	-4.3%	+30.5%	➖ noise
2	duckdb:vortex-file-compressed	+15.0%	+14.7%	+0.3%	+30.5%	➖ noise
3	datafusion:vortex-compact	-38.8%	+0.8%	-39.2%	+111.0%	➖ noise
3	datafusion:vortex-file-compressed	-32.8%	+0.8%	-33.3%	+97.0%	➖ noise
3	duckdb:vortex-compact	-13.5%	+0.8%	-14.1%	+41.6%	➖ noise
3	duckdb:vortex-file-compressed	-14.4%	+0.8%	-15.1%	+41.8%	➖ noise
4	datafusion:vortex-compact	-2.1%	-18.6%	+20.4%	+68.1%	➖ noise
4	datafusion:vortex-file-compressed	-33.2%	-18.6%	-17.9%	+41.2%	➖ noise
4	duckdb:vortex-compact	+15.7%	-18.6%	+42.2%	+56.3%	➖ noise
4	duckdb:vortex-file-compressed	-9.2%	-18.6%	+11.6%	+59.4%	➖ noise
5	datafusion:vortex-compact	+26.3%	-7.3%	+36.3%	+31.8%	🚨 regression
5	datafusion:vortex-file-compressed	-0.8%	-7.3%	+7.1%	+38.6%	➖ noise
5	duckdb:vortex-compact	+18.6%	-7.3%	+27.9%	+34.4%	➖ noise
5	duckdb:vortex-file-compressed	-12.7%	-7.3%	-5.8%	+30.5%	➖ noise
6	datafusion:vortex-compact	+13.4%	-11.3%	+27.8%	+40.9%	➖ noise
6	datafusion:vortex-file-compressed	-23.7%	-11.3%	-14.0%	+54.3%	➖ noise
6	duckdb:vortex-compact	+2.9%	-11.3%	+15.9%	+41.5%	➖ noise
6	duckdb:vortex-file-compressed	-14.7%	-11.3%	-3.9%	+50.6%	➖ noise
7	datafusion:vortex-compact	+26.7%	-6.1%	+34.9%	+30.5%	🚨 regression
7	datafusion:vortex-file-compressed	+114.2%	-6.1%	+128.1%	+51.9%	🚨 regression
7	duckdb:vortex-compact	+21.3%	-6.1%	+29.2%	+30.5%	➖ noise
7	duckdb:vortex-file-compressed	-4.3%	-6.1%	+1.9%	+30.5%	➖ noise
8	datafusion:vortex-compact	+5.2%	-16.3%	+25.7%	+53.2%	➖ noise
8	datafusion:vortex-file-compressed	+32.9%	-16.3%	+58.9%	+50.6%	🚨 regression
8	duckdb:vortex-compact	-14.6%	-16.3%	+2.1%	+35.5%	➖ noise
8	duckdb:vortex-file-compressed	+6.7%	-16.3%	+27.5%	+30.5%	➖ noise
9	datafusion:vortex-compact	+4.1%	-14.9%	+22.4%	+38.8%	➖ noise
9	datafusion:vortex-file-compressed	+13.0%	-14.9%	+32.8%	+63.6%	➖ noise
9	duckdb:vortex-compact	+8.8%	-14.9%	+28.0%	+34.5%	➖ noise
9	duckdb:vortex-file-compressed	-7.3%	-14.9%	+9.0%	+30.8%	➖ noise
10	datafusion:vortex-compact	+18.7%	-3.9%	+23.6%	+47.4%	➖ noise
10	datafusion:vortex-file-compressed	-14.4%	-3.9%	-10.8%	+65.3%	➖ noise
10	duckdb:vortex-compact	+12.1%	-3.9%	+16.7%	+44.7%	➖ noise
10	duckdb:vortex-file-compressed	+9.0%	-3.9%	+13.5%	+49.5%	➖ noise
11	datafusion:vortex-compact	-3.6%	+1.6%	-5.1%	+30.5%	➖ noise
11	datafusion:vortex-file-compressed	+33.1%	+1.6%	+31.0%	+73.7%	➖ noise
11	duckdb:vortex-compact	+33.0%	+1.6%	+30.9%	+30.5%	🚨 regression
11	duckdb:vortex-file-compressed	+4.2%	+1.6%	+2.6%	+35.9%	➖ noise
12	datafusion:vortex-compact	+35.7%	-3.8%	+41.1%	+35.9%	🚨 regression
12	datafusion:vortex-file-compressed	+82.8%	-3.8%	+90.0%	+50.3%	🚨 regression
12	duckdb:vortex-compact	+2.7%	-3.8%	+6.7%	+70.1%	➖ noise
12	duckdb:vortex-file-compressed	-14.8%	-3.8%	-11.5%	+41.8%	➖ noise
13	datafusion:vortex-compact	+1.8%	+1.1%	+0.6%	+163.7%	➖ noise
13	datafusion:vortex-file-compressed	+32.6%	+1.1%	+31.1%	+98.6%	➖ noise
13	duckdb:vortex-compact	+8.5%	+1.1%	+7.3%	+33.7%	➖ noise
13	duckdb:vortex-file-compressed	+3.6%	+1.1%	+2.4%	+30.5%	➖ noise
14	datafusion:vortex-compact	+2.6%	-15.7%	+21.7%	+30.5%	➖ noise
14	datafusion:vortex-file-compressed	+77.9%	-15.7%	+111.0%	+61.7%	🚨 regression
14	duckdb:vortex-compact	+9.4%	-15.7%	+29.7%	+56.4%	➖ noise
14	duckdb:vortex-file-compressed	+31.5%	-15.7%	+56.0%	+34.2%	🚨 regression
15	datafusion:vortex-compact	-0.4%	-0.4%	+0.1%	+30.5%	➖ noise
15	datafusion:vortex-file-compressed	+73.2%	-0.4%	+74.0%	+64.8%	🚨 regression
15	duckdb:vortex-compact	+10.9%	-0.4%	+11.4%	+66.9%	➖ noise
15	duckdb:vortex-file-compressed	+15.6%	-0.4%	+16.2%	+30.5%	➖ noise
16	datafusion:vortex-compact	+10.0%	-4.6%	+15.3%	+30.5%	➖ noise
16	datafusion:vortex-file-compressed	-13.5%	-4.6%	-9.2%	+87.5%	➖ noise
16	duckdb:vortex-compact	-16.7%	-4.6%	-12.6%	+43.8%	➖ noise
16	duckdb:vortex-file-compressed	+15.3%	-4.6%	+20.9%	+30.5%	➖ noise
17	datafusion:vortex-compact	+46.7%	-10.2%	+63.3%	+33.1%	🚨 regression
17	datafusion:vortex-file-compressed	-19.3%	-10.2%	-10.2%	+44.5%	➖ noise
17	duckdb:vortex-compact	+0.2%	-10.2%	+11.6%	+40.3%	➖ noise
17	duckdb:vortex-file-compressed	+24.8%	-10.2%	+39.0%	+48.2%	➖ noise
18	datafusion:vortex-compact	+7.2%	+13.1%	-5.2%	+30.9%	➖ noise
18	datafusion:vortex-file-compressed	-11.3%	+13.1%	-21.6%	+65.3%	➖ noise
18	duckdb:vortex-compact	-20.6%	+13.1%	-29.8%	+47.9%	➖ noise
18	duckdb:vortex-file-compressed	-3.3%	+13.1%	-14.5%	+38.6%	➖ noise
19	datafusion:vortex-compact	+43.0%	+20.5%	+18.7%	+47.7%	➖ noise
19	datafusion:vortex-file-compressed	+8.5%	+20.5%	-10.0%	+51.7%	➖ noise
19	duckdb:vortex-compact	+6.7%	+20.5%	-11.4%	+31.1%	➖ noise
19	duckdb:vortex-file-compressed	+7.0%	+20.5%	-11.2%	+30.5%	➖ noise
20	datafusion:vortex-compact	+23.7%	+0.4%	+23.2%	+30.5%	➖ noise
20	datafusion:vortex-file-compressed	+3.5%	+0.4%	+3.1%	+30.5%	➖ noise
20	duckdb:vortex-compact	+4.7%	+0.4%	+4.3%	+40.0%	➖ noise
20	duckdb:vortex-file-compressed	-11.2%	+0.4%	-11.6%	+60.4%	➖ noise
21	datafusion:vortex-compact	+65.2%	-9.8%	+83.2%	+35.2%	🚨 regression
21	datafusion:vortex-file-compressed	+7.1%	-9.8%	+18.8%	+37.4%	➖ noise
21	duckdb:vortex-compact	+0.7%	-9.8%	+11.6%	+30.5%	➖ noise
21	duckdb:vortex-file-compressed	-7.0%	-9.8%	+3.1%	+46.0%	➖ noise
22	datafusion:vortex-compact	+7.3%	-4.7%	+12.6%	+73.8%	➖ noise
22	datafusion:vortex-file-compressed	+21.4%	-4.7%	+27.4%	+41.0%	➖ noise
22	duckdb:vortex-compact	+1.5%	-4.7%	+6.5%	+36.9%	➖ noise
22	duckdb:vortex-file-compressed	-7.3%	-4.7%	-2.7%	+30.5%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -6.5%
Vortex (geomean): 0.873x ➖
Parquet (geomean): 0.933x ➖
Shifts: Parquet (control) -6.7% · Median polish -3.7%

---

datafusion / vortex-file-compressed (0.906x ➖, 1↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	31146424	44022621	0.71
fineweb_q01/datafusion:vortex-file-compressed 🚀	965701637	1408353294	0.69
fineweb_q02/datafusion:vortex-file-compressed	1113876192	1362570459	0.82
fineweb_q03/datafusion:vortex-file-compressed	1502694183	1453294780	1.03
fineweb_q04/datafusion:vortex-file-compressed	1462838574	1364098927	1.07
fineweb_q05/datafusion:vortex-file-compressed	1355499913	1343927203	1.01
fineweb_q06/datafusion:vortex-file-compressed	1656424367	1577262031	1.05
fineweb_q07/datafusion:vortex-file-compressed	1490891112	1450248585	1.03
fineweb_q08/datafusion:vortex-file-compressed	550807226	643149946	0.86

datafusion / vortex-compact (0.686x ✅, 3↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	31420680	59888662	0.52
fineweb_q01/datafusion:vortex-compact 🚀	503331931	1795422028	0.28
fineweb_q02/datafusion:vortex-compact 🚀	640517208	1636661906	0.39
fineweb_q03/datafusion:vortex-compact	1844470240	1889561531	0.98
fineweb_q04/datafusion:vortex-compact	2261472183	2223990817	1.02
fineweb_q05/datafusion:vortex-compact	1683218460	1710264160	0.98
fineweb_q06/datafusion:vortex-compact	1522536887	1701379857	0.89
fineweb_q07/datafusion:vortex-compact	1395192620	1507634781	0.93
fineweb_q08/datafusion:vortex-compact	387617286	535542768	0.72

datafusion / parquet (0.857x ➖, 2↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	1107415720	2351044256	0.47
fineweb_q01/datafusion:parquet 🚀	1733397937	2837165722	0.61
fineweb_q02/datafusion:parquet	1937397802	1992027276	0.97
fineweb_q03/datafusion:parquet	2211015027	2369470441	0.93
fineweb_q04/datafusion:parquet	1935120670	2218667365	0.87
fineweb_q05/datafusion:parquet	1963847463	2135123497	0.92
fineweb_q06/datafusion:parquet	1950849899	2166688835	0.90
fineweb_q07/datafusion:parquet	2387324684	1961674551	1.22
fineweb_q08/datafusion:parquet	2346366325	2157258217	1.09

duckdb / vortex-file-compressed (0.955x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	85705258	73150532	1.17
fineweb_q01/duckdb:vortex-file-compressed	688009407	738026968	0.93
fineweb_q02/duckdb:vortex-file-compressed	442132209	532859289	0.83
fineweb_q03/duckdb:vortex-file-compressed	1539599477	1503699565	1.02
fineweb_q04/duckdb:vortex-file-compressed	1496625702	1635177234	0.92
fineweb_q05/duckdb:vortex-file-compressed	1526336996	1496410004	1.02
fineweb_q06/duckdb:vortex-file-compressed	1605829125	1575491148	1.02
fineweb_q07/duckdb:vortex-file-compressed	1477577137	1463194809	1.01
fineweb_q08/duckdb:vortex-file-compressed	678526962	919175636	0.74

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

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	89838914	69994960	1.28
fineweb_q01/duckdb:vortex-compact	572613138	560917279	1.02
fineweb_q02/duckdb:vortex-compact	552083840	677169244	0.82
fineweb_q03/duckdb:vortex-compact	1584878381	1657354400	0.96
fineweb_q04/duckdb:vortex-compact	1684064316	1693007925	0.99
fineweb_q05/duckdb:vortex-compact	1498669330	1560691209	0.96
fineweb_q06/duckdb:vortex-compact	1408376413	1576110342	0.89
fineweb_q07/duckdb:vortex-compact	1398402392	1488251169	0.94
fineweb_q08/duckdb:vortex-compact	453293641	452261144	1.00

duckdb / parquet (1.016x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1186395944	1050604244	1.13
fineweb_q01/duckdb:parquet	1685021019	1665633943	1.01
fineweb_q02/duckdb:parquet	1724984725	1623130340	1.06
fineweb_q03/duckdb:parquet	4196256984	3953237469	1.06
fineweb_q04/duckdb:parquet	2056879385	1864250886	1.10
fineweb_q05/duckdb:parquet	2695150093	2784286121	0.97
fineweb_q06/duckdb:parquet	3268260718	3474011321	0.94
fineweb_q07/duckdb:parquet	4094410663	4222299431	0.97
fineweb_q08/duckdb:parquet	1074674054	1172862851	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-47.5%	-27.1%	-28.1%	+149.0%	➖ noise
0	datafusion:vortex-file-compressed	-29.2%	-27.1%	-3.0%	+141.4%	➖ noise
0	duckdb:vortex-compact	+28.4%	-27.1%	+76.0%	+76.8%	➖ noise
0	duckdb:vortex-file-compressed	+17.2%	-27.1%	+60.6%	+55.5%	🚨 regression
1	datafusion:vortex-compact	-72.0%	-21.4%	-64.3%	+81.8%	✅ faster
1	datafusion:vortex-file-compressed	-31.4%	-21.4%	-12.8%	+75.0%	➖ noise
1	duckdb:vortex-compact	+2.1%	-21.4%	+29.9%	+48.8%	➖ noise
1	duckdb:vortex-file-compressed	-6.8%	-21.4%	+18.6%	+56.8%	➖ noise
2	datafusion:vortex-compact	-60.9%	+1.7%	-61.5%	+39.2%	✅ faster
2	datafusion:vortex-file-compressed	-18.3%	+1.7%	-19.6%	+48.6%	➖ noise
2	duckdb:vortex-compact	-18.5%	+1.7%	-19.8%	+81.7%	➖ noise
2	duckdb:vortex-file-compressed	-17.0%	+1.7%	-18.4%	+39.2%	➖ noise
3	datafusion:vortex-compact	-2.4%	-0.5%	-1.9%	+39.2%	➖ noise
3	datafusion:vortex-file-compressed	+3.4%	-0.5%	+3.9%	+39.2%	➖ noise
3	duckdb:vortex-compact	-4.4%	-0.5%	-3.9%	+39.2%	➖ noise
3	duckdb:vortex-file-compressed	+2.4%	-0.5%	+2.9%	+39.2%	➖ noise
4	datafusion:vortex-compact	+1.7%	-1.9%	+3.7%	+39.2%	➖ noise
4	datafusion:vortex-file-compressed	+7.2%	-1.9%	+9.3%	+39.2%	➖ noise
4	duckdb:vortex-compact	-0.5%	-1.9%	+1.4%	+39.2%	➖ noise
4	duckdb:vortex-file-compressed	-8.5%	-1.9%	-6.7%	+39.2%	➖ noise
5	datafusion:vortex-compact	-1.6%	-5.6%	+4.3%	+39.2%	➖ noise
5	datafusion:vortex-file-compressed	+0.9%	-5.6%	+6.9%	+39.2%	➖ noise
5	duckdb:vortex-compact	-4.0%	-5.6%	+1.8%	+39.2%	➖ noise
5	duckdb:vortex-file-compressed	+2.0%	-5.6%	+8.1%	+39.2%	➖ noise
6	datafusion:vortex-compact	-10.5%	-8.0%	-2.8%	+39.2%	➖ noise
6	datafusion:vortex-file-compressed	+5.0%	-8.0%	+14.1%	+39.2%	➖ noise
6	duckdb:vortex-compact	-10.6%	-8.0%	-2.9%	+39.2%	➖ noise
6	duckdb:vortex-file-compressed	+1.9%	-8.0%	+10.7%	+39.2%	➖ noise
7	datafusion:vortex-compact	-7.5%	+8.6%	-14.8%	+39.2%	➖ noise
7	datafusion:vortex-file-compressed	+2.8%	+8.6%	-5.4%	+39.2%	➖ noise
7	duckdb:vortex-compact	-6.0%	+8.6%	-13.5%	+39.2%	➖ noise
7	duckdb:vortex-file-compressed	+1.0%	+8.6%	-7.0%	+60.8%	➖ noise
8	datafusion:vortex-compact	-27.6%	-0.2%	-27.5%	+44.2%	➖ noise
8	datafusion:vortex-file-compressed	-14.4%	-0.2%	-14.2%	+48.9%	➖ noise
8	duckdb:vortex-compact	+0.2%	-0.2%	+0.4%	+39.2%	➖ noise
8	duckdb:vortex-file-compressed	-26.2%	-0.2%	-26.1%	+39.2%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.7%
Vortex (geomean): 0.967x ➖
Parquet (geomean): 0.951x ➖
Shifts: Parquet (control) -4.9% · Median polish -2.0%

---

duckdb / vortex-file-compressed (0.966x ➖, 1↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	10664783	11303413	0.94
statpopgen_q01/duckdb:vortex-file-compressed 🚀	25781575	28800432	0.90
statpopgen_q02/duckdb:vortex-file-compressed	1310794742	1323674733	0.99
statpopgen_q03/duckdb:vortex-file-compressed	3061380246	3120903523	0.98
statpopgen_q04/duckdb:vortex-file-compressed	3051960743	3073990497	0.99
statpopgen_q05/duckdb:vortex-file-compressed	1390638589	1440894189	0.97
statpopgen_q06/duckdb:vortex-file-compressed	2054331428	2087706961	0.98
statpopgen_q07/duckdb:vortex-file-compressed	233537768	244945457	0.95
statpopgen_q08/duckdb:vortex-file-compressed	255225363	266373418	0.96
statpopgen_q09/duckdb:vortex-file-compressed	2858418646	2875191636	0.99
statpopgen_q10/duckdb:vortex-file-compressed	4608336687	4738189624	0.97

duckdb / vortex-compact (0.969x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10695842	11627876	0.92
statpopgen_q01/duckdb:vortex-compact	165027124	174204255	0.95
statpopgen_q02/duckdb:vortex-compact	1823367215	1857434119	0.98
statpopgen_q03/duckdb:vortex-compact	3535528871	3547568498	1.00
statpopgen_q04/duckdb:vortex-compact	3493031627	3605920262	0.97
statpopgen_q05/duckdb:vortex-compact	1860497085	1935601155	0.96
statpopgen_q06/duckdb:vortex-compact	2676086330	2731991296	0.98
statpopgen_q07/duckdb:vortex-compact	958312203	974991829	0.98
statpopgen_q08/duckdb:vortex-compact	997646430	1007799938	0.99
statpopgen_q09/duckdb:vortex-compact	3319730147	3478398222	0.95
statpopgen_q10/duckdb:vortex-compact	5416843265	5550508968	0.98

duckdb / parquet (0.951x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	307458707	322752820	0.95
statpopgen_q01/duckdb:parquet	396318122	407483627	0.97
statpopgen_q02/duckdb:parquet	971567141	1033135830	0.94
statpopgen_q03/duckdb:parquet	1479062858	1595760658	0.93
statpopgen_q04/duckdb:parquet	1492889672	1603703903	0.93
statpopgen_q05/duckdb:parquet	990038408	1055936568	0.94
statpopgen_q06/duckdb:parquet	1478690029	1557159826	0.95
statpopgen_q07/duckdb:parquet	1866177307	1912650408	0.98
statpopgen_q08/duckdb:parquet	1890177689	1948105442	0.97
statpopgen_q09/duckdb:parquet	1367852213	1413065516	0.97
statpopgen_q10/duckdb:parquet	2639358117	2800344248	0.94

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-8.0%	-4.7%	-3.4%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-5.6%	-4.7%	-1.0%	+10.0%	➖ noise
1	duckdb:vortex-compact	-5.3%	-2.7%	-2.6%	+28.9%	➖ noise
1	duckdb:vortex-file-compressed	-10.5%	-2.7%	-8.0%	+240.9%	➖ noise
2	duckdb:vortex-compact	-1.8%	-6.0%	+4.4%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.0%	-6.0%	+5.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.3%	-7.3%	+7.5%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.9%	-7.3%	+5.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	-3.1%	-6.9%	+4.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.7%	-6.9%	+6.7%	+10.0%	➖ noise
5	duckdb:vortex-compact	-3.9%	-6.2%	+2.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.5%	-6.2%	+2.9%	+10.0%	➖ noise
6	duckdb:vortex-compact	-2.0%	-5.0%	+3.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.6%	-5.0%	+3.6%	+10.0%	➖ noise
7	duckdb:vortex-compact	-1.7%	-2.4%	+0.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.7%	-2.4%	-2.3%	+25.7%	➖ noise
8	duckdb:vortex-compact	-1.0%	-3.0%	+2.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-4.2%	-3.0%	-1.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	-4.6%	-3.2%	-1.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.6%	-3.2%	+2.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-2.4%	-5.7%	+3.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.7%	-5.7%	+3.2%	+10.0%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.3%
Vortex (geomean): 0.893x ✅
Parquet (geomean): 0.906x ➖
Shifts: Parquet (control) -9.4% · Median polish -8.1%

---

datafusion / vortex-file-compressed (0.880x ✅, 28↑ 1↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1890481	2072246	0.91
clickbench_q01/datafusion:vortex-file-compressed	14796112	15341542	0.96
clickbench_q02/datafusion:vortex-file-compressed 🚀	34150726	38423245	0.89
clickbench_q03/datafusion:vortex-file-compressed 🚀	38044435	43986561	0.86
clickbench_q04/datafusion:vortex-file-compressed 🚀	307423668	368248124	0.83
clickbench_q05/datafusion:vortex-file-compressed 🚀	319585036	369563808	0.86
clickbench_q06/datafusion:vortex-file-compressed 🚨	2653159	2186320	1.21
clickbench_q07/datafusion:vortex-file-compressed	18020622	19592771	0.92
clickbench_q08/datafusion:vortex-file-compressed 🚀	382923202	462803495	0.83
clickbench_q09/datafusion:vortex-file-compressed 🚀	565597673	648717886	0.87
clickbench_q10/datafusion:vortex-file-compressed	79875981	84980251	0.94
clickbench_q11/datafusion:vortex-file-compressed 🚀	87796590	106625470	0.82
clickbench_q12/datafusion:vortex-file-compressed 🚀	275815139	315954280	0.87
clickbench_q13/datafusion:vortex-file-compressed 🚀	414543741	504890325	0.82
clickbench_q14/datafusion:vortex-file-compressed 🚀	259527721	313264277	0.83
clickbench_q15/datafusion:vortex-file-compressed 🚀	361538958	444520372	0.81
clickbench_q16/datafusion:vortex-file-compressed 🚀	700033582	850931557	0.82
clickbench_q17/datafusion:vortex-file-compressed 🚀	680681442	831416243	0.82
clickbench_q18/datafusion:vortex-file-compressed 🚀	1409904527	1670675300	0.84
clickbench_q19/datafusion:vortex-file-compressed	23085628	25423187	0.91
clickbench_q20/datafusion:vortex-file-compressed	358322071	369332566	0.97
clickbench_q21/datafusion:vortex-file-compressed 🚀	417497816	482050344	0.87
clickbench_q22/datafusion:vortex-file-compressed 🚀	497866519	589388030	0.84
clickbench_q23/datafusion:vortex-file-compressed	858590869	923247026	0.93
clickbench_q24/datafusion:vortex-file-compressed	51650217	56896913	0.91
clickbench_q25/datafusion:vortex-file-compressed 🚀	71118172	79935087	0.89
clickbench_q26/datafusion:vortex-file-compressed 🚀	45839783	60437556	0.76
clickbench_q27/datafusion:vortex-file-compressed 🚀	790373148	884011494	0.89
clickbench_q28/datafusion:vortex-file-compressed	6688643468	7283628284	0.92
clickbench_q29/datafusion:vortex-file-compressed	237214248	250011544	0.95
clickbench_q30/datafusion:vortex-file-compressed 🚀	232365472	279475995	0.83
clickbench_q31/datafusion:vortex-file-compressed 🚀	269880740	322444065	0.84
clickbench_q32/datafusion:vortex-file-compressed 🚀	1289270947	1555231693	0.83
clickbench_q33/datafusion:vortex-file-compressed 🚀	1407653827	1715745887	0.82
clickbench_q34/datafusion:vortex-file-compressed 🚀	1378581275	1682554240	0.82
clickbench_q35/datafusion:vortex-file-compressed 🚀	509425357	574373165	0.89
clickbench_q36/datafusion:vortex-file-compressed	84948569	89644694	0.95
clickbench_q37/datafusion:vortex-file-compressed	39928416	43950117	0.91
clickbench_q38/datafusion:vortex-file-compressed 🚀	23194304	26176700	0.89
clickbench_q39/datafusion:vortex-file-compressed	152410832	163474300	0.93
clickbench_q40/datafusion:vortex-file-compressed	19929426	21133692	0.94
clickbench_q41/datafusion:vortex-file-compressed 🚀	17533062	19896409	0.88
clickbench_q42/datafusion:vortex-file-compressed 🚀	18549652	21537570	0.86

datafusion / parquet (0.885x ✅, 29↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚀	1827968	2528166	0.72
clickbench_q01/datafusion:parquet 🚀	20300507	23342812	0.87
clickbench_q02/datafusion:parquet 🚀	54593215	61131204	0.89
clickbench_q03/datafusion:parquet 🚀	45009230	51606696	0.87
clickbench_q04/datafusion:parquet 🚀	330906039	409834526	0.81
clickbench_q05/datafusion:parquet	370605877	408633800	0.91
clickbench_q06/datafusion:parquet	1772026	1914120	0.93
clickbench_q07/datafusion:parquet	26265816	27145267	0.97
clickbench_q08/datafusion:parquet 🚀	412722315	477135502	0.87
clickbench_q09/datafusion:parquet 🚀	648849552	747986736	0.87
clickbench_q10/datafusion:parquet 🚀	114676536	129955615	0.88
clickbench_q11/datafusion:parquet 🚀	137073599	153159200	0.89
clickbench_q12/datafusion:parquet 🚀	359126100	404646725	0.89
clickbench_q13/datafusion:parquet 🚀	504075480	587271378	0.86
clickbench_q14/datafusion:parquet 🚀	351020722	410514014	0.86
clickbench_q15/datafusion:parquet 🚀	384190891	463439556	0.83
clickbench_q16/datafusion:parquet 🚀	724978719	838524311	0.86
clickbench_q17/datafusion:parquet 🚀	688361377	803649306	0.86
clickbench_q18/datafusion:parquet 🚀	1417300996	1725019643	0.82
clickbench_q19/datafusion:parquet 🚀	31364919	39248433	0.80
clickbench_q20/datafusion:parquet 🚀	610187302	681702989	0.90
clickbench_q21/datafusion:parquet 🚀	659043473	733069911	0.90
clickbench_q22/datafusion:parquet	964089544	1054521396	0.91
clickbench_q23/datafusion:parquet 🚀	3667819244	4303504493	0.85
clickbench_q24/datafusion:parquet	95073023	94628452	1.00
clickbench_q25/datafusion:parquet	142601373	152091446	0.94
clickbench_q26/datafusion:parquet	87880868	92906215	0.95
clickbench_q27/datafusion:parquet	1045873518	1144960088	0.91
clickbench_q28/datafusion:parquet	6690159032	7042468768	0.95
clickbench_q29/datafusion:parquet	244986829	254409361	0.96
clickbench_q30/datafusion:parquet 🚀	361546001	419993896	0.86
clickbench_q31/datafusion:parquet 🚀	394272667	449692200	0.88
clickbench_q32/datafusion:parquet	1342436442	1439021089	0.93
clickbench_q33/datafusion:parquet 🚀	1566123173	1791576911	0.87
clickbench_q34/datafusion:parquet 🚀	1540699815	1778338172	0.87
clickbench_q35/datafusion:parquet 🚀	540574392	611875037	0.88
clickbench_q36/datafusion:parquet 🚀	141682817	167596551	0.85
clickbench_q37/datafusion:parquet	62144055	68509703	0.91
clickbench_q38/datafusion:parquet	90940861	100506407	0.90
clickbench_q39/datafusion:parquet 🚀	267989618	301842555	0.89
clickbench_q40/datafusion:parquet 🚀	32819447	36821786	0.89
clickbench_q41/datafusion:parquet	31223779	32382233	0.96
clickbench_q42/datafusion:parquet 🚀	31159280	34810127	0.90

duckdb / vortex-file-compressed (0.905x ➖, 18↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚀	6142414	6988457	0.88
clickbench_q01/duckdb:vortex-file-compressed 🚀	13664944	15742596	0.87
clickbench_q02/duckdb:vortex-file-compressed	25412262	26268839	0.97
clickbench_q03/duckdb:vortex-file-compressed	29626695	32651014	0.91
clickbench_q04/duckdb:vortex-file-compressed	173849305	186899362	0.93
clickbench_q05/duckdb:vortex-file-compressed 🚀	198038915	234338200	0.85
clickbench_q06/duckdb:vortex-file-compressed 🚀	18576043	21807066	0.85
clickbench_q07/duckdb:vortex-file-compressed 🚀	15749021	17666387	0.89
clickbench_q08/duckdb:vortex-file-compressed	265243303	293308324	0.90
clickbench_q09/duckdb:vortex-file-compressed	375912327	408173856	0.92
clickbench_q10/duckdb:vortex-file-compressed	75189038	81676011	0.92
clickbench_q11/duckdb:vortex-file-compressed	85125468	91970419	0.93
clickbench_q12/duckdb:vortex-file-compressed 🚀	220224863	255474184	0.86
clickbench_q13/duckdb:vortex-file-compressed 🚀	446434839	513754743	0.87
clickbench_q14/duckdb:vortex-file-compressed 🚀	245710089	279845484	0.88
clickbench_q15/duckdb:vortex-file-compressed 🚀	209626797	248804187	0.84
clickbench_q16/duckdb:vortex-file-compressed 🚀	677453711	800262360	0.85
clickbench_q17/duckdb:vortex-file-compressed 🚀	532808244	669356153	0.80
clickbench_q18/duckdb:vortex-file-compressed	1234740840	1356347565	0.91
clickbench_q19/duckdb:vortex-file-compressed 🚀	21277337	24144345	0.88
clickbench_q20/duckdb:vortex-file-compressed 🚀	381689742	457983792	0.83
clickbench_q21/duckdb:vortex-file-compressed 🚀	411634358	481774960	0.85
clickbench_q22/duckdb:vortex-file-compressed	657306121	667354867	0.98
clickbench_q23/duckdb:vortex-file-compressed	2336965723	2506791322	0.93
clickbench_q24/duckdb:vortex-file-compressed 🚀	46891841	57106533	0.82
clickbench_q25/duckdb:vortex-file-compressed	74116556	78417082	0.95
clickbench_q26/duckdb:vortex-file-compressed	44959696	45992650	0.98
clickbench_q27/duckdb:vortex-file-compressed	525497571	579964937	0.91
clickbench_q28/duckdb:vortex-file-compressed	2996143465	3163231090	0.95
clickbench_q29/duckdb:vortex-file-compressed 🚀	28065447	31635181	0.89
clickbench_q30/duckdb:vortex-file-compressed 🚀	181660818	206222626	0.88
clickbench_q31/duckdb:vortex-file-compressed 🚀	259783353	306400102	0.85
clickbench_q32/duckdb:vortex-file-compressed	1413488352	1434600597	0.99
clickbench_q33/duckdb:vortex-file-compressed	1538888422	1701559611	0.90
clickbench_q34/duckdb:vortex-file-compressed	1676207726	1858267802	0.90
clickbench_q35/duckdb:vortex-file-compressed	360211248	395689935	0.91
clickbench_q36/duckdb:vortex-file-compressed	32411962	34093401	0.95
clickbench_q37/duckdb:vortex-file-compressed	25466928	26237054	0.97
clickbench_q38/duckdb:vortex-file-compressed	26129611	26830420	0.97
clickbench_q39/duckdb:vortex-file-compressed	45645588	48591680	0.94
clickbench_q40/duckdb:vortex-file-compressed	25255353	25196651	1.00
clickbench_q41/duckdb:vortex-file-compressed	23161370	25118482	0.92
clickbench_q42/duckdb:vortex-file-compressed	25812886	26054987	0.99

duckdb / parquet (0.928x ➖, 4↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚀	217696059	278903150	0.78
clickbench_q01/duckdb:parquet	50091106	53302485	0.94
clickbench_q02/duckdb:parquet	65313822	71212617	0.92
clickbench_q03/duckdb:parquet 🚀	62065045	69769256	0.89
clickbench_q04/duckdb:parquet	203947658	223423761	0.91
clickbench_q05/duckdb:parquet	280165572	310216108	0.90
clickbench_q06/duckdb:parquet	60826460	64790685	0.94
clickbench_q07/duckdb:parquet	53043418	54681957	0.97
clickbench_q08/duckdb:parquet	266864690	291334535	0.92
clickbench_q09/duckdb:parquet	400922891	422694770	0.95
clickbench_q10/duckdb:parquet	95063375	102739053	0.93
clickbench_q11/duckdb:parquet	109109536	115406901	0.95
clickbench_q12/duckdb:parquet	296484347	318369457	0.93
clickbench_q13/duckdb:parquet	513761945	556551212	0.92
clickbench_q14/duckdb:parquet	336007193	353497604	0.95
clickbench_q15/duckdb:parquet	242003436	265728116	0.91
clickbench_q16/duckdb:parquet	614570744	668055375	0.92
clickbench_q17/duckdb:parquet	506092518	558976535	0.91
clickbench_q18/duckdb:parquet	1054601480	1164904321	0.91
clickbench_q19/duckdb:parquet	49388378	52400455	0.94
clickbench_q20/duckdb:parquet	434452474	466323079	0.93
clickbench_q21/duckdb:parquet	560624091	587491419	0.95
clickbench_q22/duckdb:parquet	923796103	970644715	0.95
clickbench_q23/duckdb:parquet	318122978	331653767	0.96
clickbench_q24/duckdb:parquet	78130543	84084953	0.93
clickbench_q25/duckdb:parquet	142204127	144655846	0.98
clickbench_q26/duckdb:parquet	52664095	55958364	0.94
clickbench_q27/duckdb:parquet	641919962	680803108	0.94
clickbench_q28/duckdb:parquet	4857421716	5076461250	0.96
clickbench_q29/duckdb:parquet	60772460	65069954	0.93
clickbench_q30/duckdb:parquet	306003934	327441541	0.93
clickbench_q31/duckdb:parquet	349650788	374514043	0.93
clickbench_q32/duckdb:parquet	1177449436	1294044616	0.91
clickbench_q33/duckdb:parquet 🚀	1264910716	1443430486	0.88
clickbench_q34/duckdb:parquet 🚀	1277796963	1460167428	0.88
clickbench_q35/duckdb:parquet	354661564	376608539	0.94
clickbench_q36/duckdb:parquet	67237805	66940908	1.00
clickbench_q37/duckdb:parquet	53247918	56641747	0.94
clickbench_q38/duckdb:parquet	56997414	62296098	0.91
clickbench_q39/duckdb:parquet	98609058	104759073	0.94
clickbench_q40/duckdb:parquet	56198511	59530522	0.94
clickbench_q41/duckdb:parquet	58898432	62843396	0.94
clickbench_q42/duckdb:parquet	48678762	53724100	0.91

duckdb / duckdb (0.943x ➖, 4↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17779219	18607421	0.96
clickbench_q01/duckdb:duckdb	32973646	34653009	0.95
clickbench_q02/duckdb:duckdb	45771610	46024155	0.99
clickbench_q03/duckdb:duckdb	47049706	49268786	0.95
clickbench_q04/duckdb:duckdb	222510152	231092127	0.96
clickbench_q05/duckdb:duckdb	322288504	340931234	0.95
clickbench_q06/duckdb:duckdb	34439199	36550876	0.94
clickbench_q07/duckdb:duckdb	36286139	36430178	1.00
clickbench_q08/duckdb:duckdb	312582477	319597107	0.98
clickbench_q09/duckdb:duckdb	491563385	493261256	1.00
clickbench_q10/duckdb:duckdb	97621541	102598174	0.95
clickbench_q11/duckdb:duckdb	106547461	111136693	0.96
clickbench_q12/duckdb:duckdb	297116669	318119101	0.93
clickbench_q13/duckdb:duckdb	523084432	577137980	0.91
clickbench_q14/duckdb:duckdb	348500775	365608267	0.95
clickbench_q15/duckdb:duckdb	254865800	273553677	0.93
clickbench_q16/duckdb:duckdb	678819070	729748580	0.93
clickbench_q17/duckdb:duckdb	574976234	628618813	0.91
clickbench_q18/duckdb:duckdb	1255748990	1375834846	0.91
clickbench_q19/duckdb:duckdb	35212112	36025506	0.98
clickbench_q20/duckdb:duckdb	944635664	933340325	1.01
clickbench_q21/duckdb:duckdb	991530750	1063281515	0.93
clickbench_q22/duckdb:duckdb	1077494195	1158932809	0.93
clickbench_q23/duckdb:duckdb	253117135	268863460	0.94
clickbench_q24/duckdb:duckdb	60395592	64830014	0.93
clickbench_q25/duckdb:duckdb	124508793	126211200	0.99
clickbench_q26/duckdb:duckdb 🚀	53438856	61494262	0.87
clickbench_q27/duckdb:duckdb	1125251739	1071906837	1.05
clickbench_q28/duckdb:duckdb	4622020191	4858528737	0.95
clickbench_q29/duckdb:duckdb	47910455	49735668	0.96
clickbench_q30/duckdb:duckdb	295991833	315112744	0.94
clickbench_q31/duckdb:duckdb	427799954	456967638	0.94
clickbench_q32/duckdb:duckdb 🚀	1417440453	1772044197	0.80
clickbench_q33/duckdb:duckdb 🚀	2027692866	2356045142	0.86
clickbench_q34/duckdb:duckdb 🚀	2073698113	2415585203	0.86
clickbench_q35/duckdb:duckdb	264840216	279121121	0.95
clickbench_q36/duckdb:duckdb	41006631	43587527	0.94
clickbench_q37/duckdb:duckdb	31414381	32405077	0.97
clickbench_q38/duckdb:duckdb	30825596	32683949	0.94
clickbench_q39/duckdb:duckdb	66686831	72415820	0.92
clickbench_q40/duckdb:duckdb	31151766	33117337	0.94
clickbench_q41/duckdb:duckdb	30386444	31205235	0.97
clickbench_q42/duckdb:duckdb	31733398	33317300	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-8.8%	-24.9%	+21.4%	+565.3%	➖ noise
0	duckdb:duckdb	-4.5%	-24.9%	+27.2%	+243.8%	➖ noise
0	duckdb:vortex-file-compressed	-12.1%	-24.9%	+17.0%	+297.1%	➖ noise
1	datafusion:vortex-file-compressed	-3.6%	-9.6%	+6.7%	+55.5%	➖ noise
1	duckdb:duckdb	-4.8%	-9.6%	+5.3%	+58.5%	➖ noise
1	duckdb:vortex-file-compressed	-13.2%	-9.6%	-4.0%	+22.4%	➖ noise
2	datafusion:vortex-file-compressed	-11.1%	-9.5%	-1.8%	+28.4%	➖ noise
2	duckdb:duckdb	-0.5%	-9.5%	+9.9%	+24.0%	➖ noise
2	duckdb:vortex-file-compressed	-3.3%	-9.5%	+6.9%	+14.0%	➖ noise
3	datafusion:vortex-file-compressed	-13.5%	-11.9%	-1.8%	+142.5%	➖ noise
3	duckdb:duckdb	-4.5%	-11.9%	+8.4%	+54.5%	➖ noise
3	duckdb:vortex-file-compressed	-9.3%	-11.9%	+3.0%	+26.4%	➖ noise
4	datafusion:vortex-file-compressed	-16.5%	-14.1%	-2.8%	+11.4%	➖ noise
4	duckdb:duckdb	-3.7%	-14.1%	+12.2%	+11.4%	🚨 regression
4	duckdb:vortex-file-compressed	-7.0%	-14.1%	+8.3%	+11.4%	➖ noise
5	datafusion:vortex-file-compressed	-13.5%	-9.5%	-4.4%	+11.4%	➖ noise
5	duckdb:duckdb	-5.5%	-9.5%	+4.5%	+11.4%	➖ noise
5	duckdb:vortex-file-compressed	-15.5%	-9.5%	-6.6%	+11.4%	➖ noise
6	datafusion:vortex-file-compressed	+21.4%	-6.8%	+30.2%	+39.1%	➖ noise
6	duckdb:duckdb	-5.8%	-6.8%	+1.1%	+28.1%	➖ noise
6	duckdb:vortex-file-compressed	-14.8%	-6.8%	-8.6%	+19.2%	➖ noise
7	datafusion:vortex-file-compressed	-8.0%	-3.1%	-5.1%	+11.4%	➖ noise
7	duckdb:duckdb	-0.4%	-3.1%	+2.8%	+11.4%	➖ noise
7	duckdb:vortex-file-compressed	-10.9%	-3.1%	-8.0%	+14.0%	➖ noise
8	datafusion:vortex-file-compressed	-17.3%	-11.0%	-7.0%	+11.4%	➖ noise
8	duckdb:duckdb	-2.2%	-11.0%	+9.9%	+11.4%	➖ noise
8	duckdb:vortex-file-compressed	-9.6%	-11.0%	+1.6%	+11.4%	➖ noise
9	datafusion:vortex-file-compressed	-12.8%	-9.3%	-3.9%	+11.4%	➖ noise
9	duckdb:duckdb	-0.3%	-9.3%	+9.9%	+11.4%	➖ noise
9	duckdb:vortex-file-compressed	-7.9%	-9.3%	+1.5%	+11.4%	➖ noise
10	datafusion:vortex-file-compressed	-6.0%	-9.6%	+4.0%	+12.1%	➖ noise
10	duckdb:duckdb	-4.9%	-9.6%	+5.3%	+11.4%	➖ noise
10	duckdb:vortex-file-compressed	-7.9%	-9.6%	+1.9%	+11.4%	➖ noise
11	datafusion:vortex-file-compressed	-17.7%	-8.0%	-10.5%	+11.8%	➖ noise
11	duckdb:duckdb	-4.1%	-8.0%	+4.2%	+11.4%	➖ noise
11	duckdb:vortex-file-compressed	-7.4%	-8.0%	+0.6%	+11.4%	➖ noise
12	datafusion:vortex-file-compressed	-12.7%	-9.1%	-4.0%	+11.4%	➖ noise
12	duckdb:duckdb	-6.6%	-9.1%	+2.7%	+11.4%	➖ noise
12	duckdb:vortex-file-compressed	-13.8%	-9.1%	-5.2%	+11.4%	➖ noise
13	datafusion:vortex-file-compressed	-17.9%	-11.0%	-7.8%	+11.4%	➖ noise
13	duckdb:duckdb	-9.4%	-11.0%	+1.8%	+11.4%	➖ noise
13	duckdb:vortex-file-compressed	-13.1%	-11.0%	-2.4%	+11.4%	➖ noise
14	datafusion:vortex-file-compressed	-17.2%	-9.8%	-8.1%	+11.4%	➖ noise
14	duckdb:duckdb	-4.7%	-9.8%	+5.7%	+11.4%	➖ noise
14	duckdb:vortex-file-compressed	-12.2%	-9.8%	-2.6%	+14.6%	➖ noise
15	datafusion:vortex-file-compressed	-18.7%	-13.1%	-6.4%	+11.4%	➖ noise
15	duckdb:duckdb	-6.8%	-13.1%	+7.2%	+11.4%	➖ noise
15	duckdb:vortex-file-compressed	-15.7%	-13.1%	-3.0%	+11.4%	➖ noise
16	datafusion:vortex-file-compressed	-17.7%	-10.8%	-7.8%	+11.4%	➖ noise
16	duckdb:duckdb	-7.0%	-10.8%	+4.3%	+11.4%	➖ noise
16	duckdb:vortex-file-compressed	-15.3%	-10.8%	-5.1%	+15.9%	➖ noise
17	datafusion:vortex-file-compressed	-18.1%	-11.9%	-7.0%	+11.4%	➖ noise
17	duckdb:duckdb	-8.5%	-11.9%	+3.9%	+11.4%	➖ noise
17	duckdb:vortex-file-compressed	-20.4%	-11.9%	-9.6%	+12.7%	➖ noise
18	datafusion:vortex-file-compressed	-15.6%	-13.8%	-2.1%	+11.4%	➖ noise
18	duckdb:duckdb	-8.7%	-13.8%	+5.8%	+11.4%	➖ noise
18	duckdb:vortex-file-compressed	-9.0%	-13.8%	+5.6%	+11.4%	➖ noise
19	datafusion:vortex-file-compressed	-9.2%	-13.2%	+4.6%	+14.0%	➖ noise
19	duckdb:duckdb	-2.3%	-13.2%	+12.6%	+11.4%	🚨 regression
19	duckdb:vortex-file-compressed	-11.9%	-13.2%	+1.5%	+34.4%	➖ noise
20	datafusion:vortex-file-compressed	-3.0%	-8.7%	+6.2%	+175.8%	➖ noise
20	duckdb:duckdb	+1.2%	-8.7%	+10.8%	+25.1%	➖ noise
20	duckdb:vortex-file-compressed	-16.7%	-8.7%	-8.7%	+11.4%	➖ noise
21	datafusion:vortex-file-compressed	-13.4%	-7.4%	-6.5%	+11.4%	➖ noise
21	duckdb:duckdb	-6.7%	-7.4%	+0.7%	+13.0%	➖ noise
21	duckdb:vortex-file-compressed	-14.6%	-7.4%	-7.8%	+11.4%	➖ noise
22	datafusion:vortex-file-compressed	-15.5%	-6.7%	-9.4%	+11.4%	➖ noise
22	duckdb:duckdb	-7.0%	-6.7%	-0.3%	+11.4%	➖ noise
22	duckdb:vortex-file-compressed	-1.5%	-6.7%	+5.6%	+19.3%	➖ noise
23	datafusion:vortex-file-compressed	-7.0%	-9.6%	+2.9%	+35.4%	➖ noise
23	duckdb:duckdb	-5.9%	-9.6%	+4.1%	+11.4%	➖ noise
23	duckdb:vortex-file-compressed	-6.8%	-9.6%	+3.1%	+11.4%	➖ noise
24	datafusion:vortex-file-compressed	-9.2%	-3.4%	-6.0%	+18.6%	➖ noise
24	duckdb:duckdb	-6.8%	-3.4%	-3.6%	+12.6%	➖ noise
24	duckdb:vortex-file-compressed	-17.9%	-3.4%	-15.0%	+28.2%	➖ noise
25	datafusion:vortex-file-compressed	-11.0%	-4.0%	-7.3%	+11.5%	➖ noise
25	duckdb:duckdb	-1.3%	-4.0%	+2.8%	+11.4%	➖ noise
25	duckdb:vortex-file-compressed	-5.5%	-4.0%	-1.6%	+17.7%	➖ noise
26	datafusion:vortex-file-compressed	-24.2%	-5.6%	-19.6%	+15.6%	✅ faster
26	duckdb:duckdb	-13.1%	-5.6%	-7.9%	+13.5%	➖ noise
26	duckdb:vortex-file-compressed	-2.2%	-5.6%	+3.6%	+13.4%	➖ noise
27	datafusion:vortex-file-compressed	-10.6%	-7.2%	-3.7%	+11.4%	➖ noise
27	duckdb:duckdb	+5.0%	-7.2%	+13.1%	+12.4%	🚨 regression
27	duckdb:vortex-file-compressed	-9.4%	-7.2%	-2.4%	+11.4%	➖ noise
28	datafusion:vortex-file-compressed	-8.2%	-4.7%	-3.7%	+11.4%	➖ noise
28	duckdb:duckdb	-4.9%	-4.7%	-0.2%	+11.4%	➖ noise
28	duckdb:vortex-file-compressed	-5.3%	-4.7%	-0.7%	+11.4%	➖ noise
29	datafusion:vortex-file-compressed	-5.1%	-5.2%	+0.0%	+14.2%	➖ noise
29	duckdb:duckdb	-3.7%	-5.2%	+1.6%	+11.4%	➖ noise
29	duckdb:vortex-file-compressed	-11.3%	-5.2%	-6.5%	+14.8%	➖ noise
30	datafusion:vortex-file-compressed	-16.9%	-10.3%	-7.3%	+11.4%	➖ noise
30	duckdb:duckdb	-6.1%	-10.3%	+4.7%	+11.4%	➖ noise
30	duckdb:vortex-file-compressed	-11.9%	-10.3%	-1.8%	+11.4%	➖ noise
31	datafusion:vortex-file-compressed	-16.3%	-9.5%	-7.5%	+11.4%	➖ noise
31	duckdb:duckdb	-6.4%	-9.5%	+3.5%	+11.4%	➖ noise
31	duckdb:vortex-file-compressed	-15.2%	-9.5%	-6.3%	+11.4%	➖ noise
32	datafusion:vortex-file-compressed	-17.1%	-7.9%	-10.0%	+20.4%	➖ noise
32	duckdb:duckdb	-20.0%	-7.9%	-13.2%	+11.4%	✅ faster
32	duckdb:vortex-file-compressed	-1.5%	-7.9%	+6.9%	+11.4%	➖ noise
33	datafusion:vortex-file-compressed	-18.0%	-12.5%	-6.3%	+11.4%	➖ noise
33	duckdb:duckdb	-13.9%	-12.5%	-1.7%	+11.4%	➖ noise
33	duckdb:vortex-file-compressed	-9.6%	-12.5%	+3.3%	+11.4%	➖ noise
34	datafusion:vortex-file-compressed	-18.1%	-12.9%	-5.9%	+11.4%	➖ noise
34	duckdb:duckdb	-14.2%	-12.9%	-1.4%	+11.4%	➖ noise
34	duckdb:vortex-file-compressed	-9.8%	-12.9%	+3.6%	+11.4%	➖ noise
35	datafusion:vortex-file-compressed	-11.3%	-8.8%	-2.8%	+13.4%	➖ noise
35	duckdb:duckdb	-5.1%	-8.8%	+4.0%	+11.4%	➖ noise
35	duckdb:vortex-file-compressed	-9.0%	-8.8%	-0.2%	+11.4%	➖ noise
36	datafusion:vortex-file-compressed	-5.2%	-7.9%	+2.8%	+11.4%	➖ noise
36	duckdb:duckdb	-5.9%	-7.9%	+2.1%	+11.4%	➖ noise
36	duckdb:vortex-file-compressed	-4.9%	-7.9%	+3.2%	+11.4%	➖ noise
37	datafusion:vortex-file-compressed	-9.2%	-7.7%	-1.6%	+12.7%	➖ noise
37	duckdb:duckdb	-3.1%	-7.7%	+5.0%	+11.4%	➖ noise
37	duckdb:vortex-file-compressed	-2.9%	-7.7%	+5.1%	+11.4%	➖ noise
38	datafusion:vortex-file-compressed	-11.4%	-9.0%	-2.6%	+11.4%	➖ noise
38	duckdb:duckdb	-5.7%	-9.0%	+3.7%	+11.4%	➖ noise
38	duckdb:vortex-file-compressed	-2.6%	-9.0%	+7.0%	+12.0%	➖ noise
39	datafusion:vortex-file-compressed	-6.8%	-8.6%	+2.0%	+11.4%	➖ noise
39	duckdb:duckdb	-7.9%	-8.6%	+0.7%	+21.9%	➖ noise
39	duckdb:vortex-file-compressed	-6.1%	-8.6%	+2.8%	+11.4%	➖ noise
40	datafusion:vortex-file-compressed	-5.7%	-8.3%	+2.8%	+11.4%	➖ noise
40	duckdb:duckdb	-5.9%	-8.3%	+2.5%	+11.4%	➖ noise
40	duckdb:vortex-file-compressed	+0.2%	-8.3%	+9.3%	+11.4%	➖ noise
41	datafusion:vortex-file-compressed	-11.9%	-4.9%	-7.3%	+11.4%	➖ noise
41	duckdb:duckdb	-2.6%	-4.9%	+2.4%	+11.4%	➖ noise
41	duckdb:vortex-file-compressed	-7.8%	-4.9%	-3.0%	+11.4%	➖ noise
42	datafusion:vortex-file-compressed	-13.9%	-9.9%	-4.4%	+11.4%	➖ noise
42	duckdb:duckdb	-4.8%	-9.9%	+5.8%	+11.4%	➖ noise
42	duckdb:vortex-file-compressed	-0.9%	-9.9%	+10.0%	+11.4%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +8.7%
Vortex (geomean): 0.913x ➖
Parquet (geomean): 0.840x ➖
Shifts: Parquet (control) -16.0% · Median polish -7.6%

---

datafusion / vortex-file-compressed (0.913x ➖, 4↑ 3↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	676590915	1138334875	0.59
tpch_q02/datafusion:vortex-file-compressed	929964908	1014740963	0.92
tpch_q03/datafusion:vortex-file-compressed 🚀	1002184660	1456520553	0.69
tpch_q04/datafusion:vortex-file-compressed 🚨	806245607	614386206	1.31
tpch_q05/datafusion:vortex-file-compressed	1064350293	1131060655	0.94
tpch_q06/datafusion:vortex-file-compressed	640825399	700291220	0.92
tpch_q07/datafusion:vortex-file-compressed	1239140407	1289721862	0.96
tpch_q08/datafusion:vortex-file-compressed	1436627621	1447344680	0.99
tpch_q09/datafusion:vortex-file-compressed	1460409841	1359670319	1.07
tpch_q10/datafusion:vortex-file-compressed	1076354897	1165516379	0.92
tpch_q11/datafusion:vortex-file-compressed 🚨	686385027	519630441	1.32
tpch_q12/datafusion:vortex-file-compressed	942572347	1132458548	0.83
tpch_q13/datafusion:vortex-file-compressed	485030007	453397641	1.07
tpch_q14/datafusion:vortex-file-compressed	620717273	615092924	1.01
tpch_q15/datafusion:vortex-file-compressed	1260617203	1256954591	1.00
tpch_q16/datafusion:vortex-file-compressed 🚨	458405114	325430435	1.41
tpch_q17/datafusion:vortex-file-compressed	1160977995	1176658488	0.99
tpch_q18/datafusion:vortex-file-compressed	1261911776	1501451676	0.84
tpch_q19/datafusion:vortex-file-compressed 🚀	844928715	1414722445	0.60
tpch_q20/datafusion:vortex-file-compressed	1188282236	1233255395	0.96
tpch_q21/datafusion:vortex-file-compressed	1756672288	2046548027	0.86
tpch_q22/datafusion:vortex-file-compressed 🚀	378032891	763307710	0.50

datafusion / vortex-compact (0.850x ➖, 4↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	661890912	698252597	0.95
tpch_q02/datafusion:vortex-compact	710166455	755291415	0.94
tpch_q03/datafusion:vortex-compact	849012587	1044832375	0.81
tpch_q04/datafusion:vortex-compact	773568148	678777394	1.14
tpch_q05/datafusion:vortex-compact 🚀	983380132	1430726935	0.69
tpch_q06/datafusion:vortex-compact	638894898	719967108	0.89
tpch_q07/datafusion:vortex-compact	1017283700	1190542688	0.85
tpch_q08/datafusion:vortex-compact	1122530268	1098555097	1.02
tpch_q09/datafusion:vortex-compact 🚀	1231303635	1801192426	0.68
tpch_q10/datafusion:vortex-compact 🚀	991729720	2086044371	0.48
tpch_q11/datafusion:vortex-compact 🚀	380906746	786718693	0.48
tpch_q12/datafusion:vortex-compact	935386902	1156650994	0.81
tpch_q13/datafusion:vortex-compact	506340198	498819978	1.02
tpch_q14/datafusion:vortex-compact	602901407	656899376	0.92
tpch_q15/datafusion:vortex-compact	1103279866	1361507444	0.81
tpch_q16/datafusion:vortex-compact	395774071	440889617	0.90
tpch_q17/datafusion:vortex-compact	1169885071	1512157571	0.77
tpch_q18/datafusion:vortex-compact	1211707092	1257675136	0.96
tpch_q19/datafusion:vortex-compact	1009145156	817294134	1.23
tpch_q20/datafusion:vortex-compact	986205954	1052433086	0.94
tpch_q21/datafusion:vortex-compact	1700148833	1600970068	1.06
tpch_q22/datafusion:vortex-compact	533222655	667869790	0.80

datafusion / parquet (0.758x ➖, 7↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	1183953466	983656409	1.20
tpch_q02/datafusion:parquet	1482851089	1671853790	0.89
tpch_q03/datafusion:parquet	1299361335	1552454963	0.84
tpch_q04/datafusion:parquet	650157372	770647109	0.84
tpch_q05/datafusion:parquet 🚀	1394211165	2529976041	0.55
tpch_q06/datafusion:parquet 🚀	581531065	1180253738	0.49
tpch_q07/datafusion:parquet 🚀	1832043075	3450402172	0.53
tpch_q08/datafusion:parquet	2209885565	1816617873	1.22
tpch_q09/datafusion:parquet	2369362767	2063461616	1.15
tpch_q10/datafusion:parquet	2496709211	3485238481	0.72
tpch_q11/datafusion:parquet	570117674	750393826	0.76
tpch_q12/datafusion:parquet	810817663	1119065860	0.72
tpch_q13/datafusion:parquet	1218583290	1401049610	0.87
tpch_q14/datafusion:parquet 🚀	821469965	1469366648	0.56
tpch_q15/datafusion:parquet	1553544369	2152420004	0.72
tpch_q16/datafusion:parquet	834946971	756537633	1.10
tpch_q17/datafusion:parquet	1480512580	2034661288	0.73
tpch_q18/datafusion:parquet	1677794110	1644790061	1.02
tpch_q19/datafusion:parquet 🚀	1082821579	1751886362	0.62
tpch_q20/datafusion:parquet 🚀	1272040618	3039561005	0.42
tpch_q21/datafusion:parquet	2069784644	2183121471	0.95
tpch_q22/datafusion:parquet 🚀	736671648	1365464719	0.54

duckdb / vortex-file-compressed (0.943x ➖, 1↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	622379608	663996429	0.94
tpch_q02/duckdb:vortex-file-compressed	1277237273	1328305669	0.96
tpch_q03/duckdb:vortex-file-compressed	1189729329	984467062	1.21
tpch_q04/duckdb:vortex-file-compressed	832957946	870702091	0.96
tpch_q05/duckdb:vortex-file-compressed	1135563869	1328025364	0.86
tpch_q06/duckdb:vortex-file-compressed	761170066	917244864	0.83
tpch_q07/duckdb:vortex-file-compressed	1263144009	1114275918	1.13
tpch_q08/duckdb:vortex-file-compressed	1467470481	1547074907	0.95
tpch_q09/duckdb:vortex-file-compressed	1589125053	1571073315	1.01
tpch_q10/duckdb:vortex-file-compressed	1215038567	1122989314	1.08
tpch_q11/duckdb:vortex-file-compressed	690015986	779073786	0.89
tpch_q12/duckdb:vortex-file-compressed	851517220	871075691	0.98
tpch_q13/duckdb:vortex-file-compressed 🚀	970413233	1629589575	0.60
tpch_q14/duckdb:vortex-file-compressed	813737444	1034673580	0.79
tpch_q15/duckdb:vortex-file-compressed	562195034	538126515	1.04
tpch_q16/duckdb:vortex-file-compressed	475566589	599886098	0.79
tpch_q17/duckdb:vortex-file-compressed	1040903322	1003882627	1.04
tpch_q18/duckdb:vortex-file-compressed	958784912	922912685	1.04
tpch_q19/duckdb:vortex-file-compressed	788489480	752311720	1.05
tpch_q20/duckdb:vortex-file-compressed	1345627692	1490181606	0.90
tpch_q21/duckdb:vortex-file-compressed	1921766459	2192099590	0.88
tpch_q22/duckdb:vortex-file-compressed	718572768	684210837	1.05

duckdb / vortex-compact (0.950x ➖, 0↑ 1↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	595583995	623622486	0.96
tpch_q02/duckdb:vortex-compact 🚨	1571542935	1201676988	1.31
tpch_q03/duckdb:vortex-compact	882677345	950756898	0.93
tpch_q04/duckdb:vortex-compact	510916458	639400894	0.80
tpch_q05/duckdb:vortex-compact	987819481	1071391738	0.92
tpch_q06/duckdb:vortex-compact	724875426	884571191	0.82
tpch_q07/duckdb:vortex-compact	1003428625	1169458149	0.86
tpch_q08/duckdb:vortex-compact	1396723243	1344458374	1.04
tpch_q09/duckdb:vortex-compact	1490850008	1494441385	1.00
tpch_q10/duckdb:vortex-compact	1099017541	1086187935	1.01
tpch_q11/duckdb:vortex-compact	644797366	664244202	0.97
tpch_q12/duckdb:vortex-compact	686536207	792368268	0.87
tpch_q13/duckdb:vortex-compact	965129318	1022766889	0.94
tpch_q14/duckdb:vortex-compact	841026230	901580153	0.93
tpch_q15/duckdb:vortex-compact	532195135	499843016	1.06
tpch_q16/duckdb:vortex-compact	414165179	408228938	1.01
tpch_q17/duckdb:vortex-compact	935110587	1138099754	0.82
tpch_q18/duckdb:vortex-compact	756898484	806813591	0.94
tpch_q19/duckdb:vortex-compact	759054181	744265310	1.02
tpch_q20/duckdb:vortex-compact	1074908977	1427844454	0.75
tpch_q21/duckdb:vortex-compact	1659446918	1764758857	0.94
tpch_q22/duckdb:vortex-compact	679187474	590174916	1.15

duckdb / parquet (0.931x ➖, 0↑ 0↓)

name	PR 4ebf4f4 (ns)	base 38ab5af (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	1129744719	1201902641	0.94
tpch_q02/duckdb:parquet	1899932581	1635435914	1.16
tpch_q03/duckdb:parquet	2432245361	2367023746	1.03
tpch_q04/duckdb:parquet	995480845	1202241369	0.83
tpch_q05/duckdb:parquet	2074103881	2513416328	0.83
tpch_q06/duckdb:parquet	775660504	649045934	1.20
tpch_q07/duckdb:parquet	1708189229	2191712730	0.78
tpch_q08/duckdb:parquet	3103617202	2990132610	1.04
tpch_q09/duckdb:parquet	2186670737	2359075896	0.93
tpch_q10/duckdb:parquet	3110836960	4304197343	0.72
tpch_q11/duckdb:parquet	1120204933	1121011662	1.00
tpch_q12/duckdb:parquet	1294276388	1405474122	0.92
tpch_q13/duckdb:parquet	1306606842	1201945187	1.09
tpch_q14/duckdb:parquet	1277853700	1312563984	0.97
tpch_q15/duckdb:parquet	811197875	1135650954	0.71
tpch_q16/duckdb:parquet	890733223	787397501	1.13
tpch_q17/duckdb:parquet	1323763191	1644904155	0.80
tpch_q18/duckdb:parquet	1621985304	1965262584	0.83
tpch_q19/duckdb:parquet	1515976416	2042718827	0.74
tpch_q20/duckdb:parquet	1969578433	1872306051	1.05
tpch_q21/duckdb:parquet	1865139336	2257324249	0.83
tpch_q22/duckdb:parquet	1281272885	1046107208	1.22

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-5.2%	+6.4%	-10.9%	+107.8%	➖ noise
1	datafusion:vortex-file-compressed	-40.6%	+6.4%	-44.1%	+92.0%	➖ noise
1	duckdb:vortex-compact	-4.5%	+6.4%	-10.2%	+57.3%	➖ noise
1	duckdb:vortex-file-compressed	-6.3%	+6.4%	-11.9%	+57.3%	➖ noise
2	datafusion:vortex-compact	-6.0%	+1.5%	-7.4%	+70.1%	➖ noise
2	datafusion:vortex-file-compressed	-8.4%	+1.5%	-9.7%	+62.9%	➖ noise
2	duckdb:vortex-compact	+30.8%	+1.5%	+28.8%	+57.3%	➖ noise
2	duckdb:vortex-file-compressed	-3.8%	+1.5%	-5.3%	+57.3%	➖ noise
3	datafusion:vortex-compact	-18.7%	-7.3%	-12.4%	+78.6%	➖ noise
3	datafusion:vortex-file-compressed	-31.2%	-7.3%	-25.8%	+69.7%	➖ noise
3	duckdb:vortex-compact	-7.2%	-7.3%	+0.1%	+80.7%	➖ noise
3	duckdb:vortex-file-compressed	+20.9%	-7.3%	+30.3%	+66.1%	➖ noise
4	datafusion:vortex-compact	+14.0%	-16.4%	+36.4%	+65.6%	➖ noise
4	datafusion:vortex-file-compressed	+31.2%	-16.4%	+57.0%	+57.3%	➖ noise
4	duckdb:vortex-compact	-20.1%	-16.4%	-4.4%	+57.3%	➖ noise
4	duckdb:vortex-file-compressed	-4.3%	-16.4%	+14.5%	+57.3%	➖ noise
5	datafusion:vortex-compact	-31.3%	-32.6%	+1.9%	+57.3%	➖ noise
5	datafusion:vortex-file-compressed	-5.9%	-32.6%	+39.5%	+57.3%	➖ noise
5	duckdb:vortex-compact	-7.8%	-32.6%	+36.7%	+57.3%	➖ noise
5	duckdb:vortex-file-compressed	-14.5%	-32.6%	+26.8%	+57.3%	➖ noise
6	datafusion:vortex-compact	-11.3%	-23.3%	+15.6%	+57.3%	➖ noise
6	datafusion:vortex-file-compressed	-8.5%	-23.3%	+19.3%	+57.3%	➖ noise
6	duckdb:vortex-compact	-18.1%	-23.3%	+6.8%	+57.3%	➖ noise
6	duckdb:vortex-file-compressed	-17.0%	-23.3%	+8.1%	+57.3%	➖ noise
7	datafusion:vortex-compact	-14.6%	-35.7%	+32.8%	+57.3%	➖ noise
7	datafusion:vortex-file-compressed	-3.9%	-35.7%	+49.4%	+57.3%	➖ noise
7	duckdb:vortex-compact	-14.2%	-35.7%	+33.4%	+57.3%	➖ noise
7	duckdb:vortex-file-compressed	+13.4%	-35.7%	+76.2%	+57.3%	🚨 regression
8	datafusion:vortex-compact	+2.2%	+12.4%	-9.1%	+57.3%	➖ noise
8	datafusion:vortex-file-compressed	-0.7%	+12.4%	-11.7%	+74.4%	➖ noise
8	duckdb:vortex-compact	+3.9%	+12.4%	-7.5%	+57.3%	➖ noise
8	duckdb:vortex-file-compressed	-5.1%	+12.4%	-15.6%	+57.3%	➖ noise
9	datafusion:vortex-compact	-31.6%	+3.2%	-33.7%	+57.3%	➖ noise
9	datafusion:vortex-file-compressed	+7.4%	+3.2%	+4.1%	+57.3%	➖ noise
9	duckdb:vortex-compact	-0.2%	+3.2%	-3.3%	+57.3%	➖ noise
9	duckdb:vortex-file-compressed	+1.1%	+3.2%	-2.0%	+57.3%	➖ noise
10	datafusion:vortex-compact	-52.5%	-28.0%	-33.9%	+72.4%	➖ noise
10	datafusion:vortex-file-compressed	-7.6%	-28.0%	+28.3%	+57.3%	➖ noise
10	duckdb:vortex-compact	+1.2%	-28.0%	+40.6%	+60.7%	➖ noise
10	duckdb:vortex-file-compressed	+8.2%	-28.0%	+50.4%	+58.7%	➖ noise
11	datafusion:vortex-compact	-51.6%	-12.9%	-44.4%	+61.2%	✅ faster
11	datafusion:vortex-file-compressed	+32.1%	-12.9%	+51.6%	+57.3%	➖ noise
11	duckdb:vortex-compact	-2.9%	-12.9%	+11.4%	+57.3%	➖ noise
11	duckdb:vortex-file-compressed	-11.4%	-12.9%	+1.6%	+57.3%	➖ noise
12	datafusion:vortex-compact	-19.1%	-18.3%	-1.0%	+57.3%	➖ noise
12	datafusion:vortex-file-compressed	-16.8%	-18.3%	+1.9%	+57.3%	➖ noise
12	duckdb:vortex-compact	-13.4%	-18.3%	+6.1%	+57.3%	➖ noise
12	duckdb:vortex-file-compressed	-2.2%	-18.3%	+19.7%	+57.3%	➖ noise
13	datafusion:vortex-compact	+1.5%	-2.8%	+4.4%	+104.0%	➖ noise
13	datafusion:vortex-file-compressed	+7.0%	-2.8%	+10.0%	+83.2%	➖ noise
13	duckdb:vortex-compact	-5.6%	-2.8%	-3.0%	+95.5%	➖ noise
13	duckdb:vortex-file-compressed	-40.5%	-2.8%	-38.8%	+72.0%	➖ noise
14	datafusion:vortex-compact	-8.2%	-26.2%	+24.4%	+57.3%	➖ noise
14	datafusion:vortex-file-compressed	+0.9%	-26.2%	+36.8%	+57.3%	➖ noise
14	duckdb:vortex-compact	-6.7%	-26.2%	+26.4%	+57.3%	➖ noise
14	duckdb:vortex-file-compressed	-21.4%	-26.2%	+6.6%	+57.3%	➖ noise
15	datafusion:vortex-compact	-19.0%	-28.2%	+12.9%	+57.3%	➖ noise
15	datafusion:vortex-file-compressed	+0.3%	-28.2%	+39.7%	+57.3%	➖ noise
15	duckdb:vortex-compact	+6.5%	-28.2%	+48.3%	+57.3%	➖ noise
15	duckdb:vortex-file-compressed	+4.5%	-28.2%	+45.5%	+57.3%	➖ noise
16	datafusion:vortex-compact	-10.2%	+11.7%	-19.7%	+57.3%	➖ noise
16	datafusion:vortex-file-compressed	+40.9%	+11.7%	+26.1%	+57.3%	➖ noise
16	duckdb:vortex-compact	+1.5%	+11.7%	-9.2%	+141.8%	➖ noise
16	duckdb:vortex-file-compressed	-20.7%	+11.7%	-29.1%	+57.3%	➖ noise
17	datafusion:vortex-compact	-22.6%	-23.5%	+1.1%	+57.3%	➖ noise
17	datafusion:vortex-file-compressed	-1.3%	-23.5%	+28.9%	+57.3%	➖ noise
17	duckdb:vortex-compact	-17.8%	-23.5%	+7.4%	+57.3%	➖ noise
17	duckdb:vortex-file-compressed	+3.7%	-23.5%	+35.5%	+57.3%	➖ noise
18	datafusion:vortex-compact	-3.7%	-8.2%	+5.0%	+57.3%	➖ noise
18	datafusion:vortex-file-compressed	-16.0%	-8.2%	-8.4%	+57.3%	➖ noise
18	duckdb:vortex-compact	-6.2%	-8.2%	+2.2%	+57.3%	➖ noise
18	duckdb:vortex-file-compressed	+3.9%	-8.2%	+13.2%	+57.3%	➖ noise
19	datafusion:vortex-compact	+23.5%	-32.3%	+82.3%	+57.3%	🚨 regression
19	datafusion:vortex-file-compressed	-40.3%	-32.3%	-11.8%	+57.3%	➖ noise
19	duckdb:vortex-compact	+2.0%	-32.3%	+50.6%	+57.3%	➖ noise
19	duckdb:vortex-file-compressed	+4.8%	-32.3%	+54.8%	+57.3%	➖ noise
20	datafusion:vortex-compact	-6.3%	-33.6%	+41.2%	+57.3%	➖ noise
20	datafusion:vortex-file-compressed	-3.6%	-33.6%	+45.2%	+57.3%	➖ noise
20	duckdb:vortex-compact	-24.7%	-33.6%	+13.5%	+57.3%	➖ noise
20	duckdb:vortex-file-compressed	-9.7%	-33.6%	+36.1%	+57.3%	➖ noise
21	datafusion:vortex-compact	+6.2%	-11.5%	+20.0%	+57.3%	➖ noise
21	datafusion:vortex-file-compressed	-14.2%	-11.5%	-3.0%	+57.3%	➖ noise
21	duckdb:vortex-compact	-6.0%	-11.5%	+6.2%	+57.3%	➖ noise
21	duckdb:vortex-file-compressed	-12.3%	-11.5%	-0.9%	+57.3%	➖ noise
22	datafusion:vortex-compact	-20.2%	-18.7%	-1.8%	+60.6%	➖ noise
22	datafusion:vortex-file-compressed	-50.5%	-18.7%	-39.1%	+57.9%	✅ faster
22	duckdb:vortex-compact	+15.1%	-18.7%	+41.6%	+61.2%	➖ noise
22	duckdb:vortex-file-compressed	+5.0%	-18.7%	+29.2%	+57.3%	➖ noise