remove all usages of kanal and oneshot

[a10y]

Just curious

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	1c8ef75		2	Explore Profiling Data

Previous Runs (1)

Status	Commit	Job	Attempt	Link
🟢 Done	1c8ef75		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.141x ❌

---

datafusion / vortex-file-compressed (1.141x ❌, 0↑ 6↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	137454695	127182899	1.08
polarsignals_q01/datafusion:vortex-file-compressed	409092864	387080786	1.06
polarsignals_q02/datafusion:vortex-file-compressed 🚨	25829103	21865889	1.18
polarsignals_q03/datafusion:vortex-file-compressed 🚨	420486335	380998696	1.10
polarsignals_q04/datafusion:vortex-file-compressed 🚨	13175663	10880869	1.21
polarsignals_q05/datafusion:vortex-file-compressed 🚨	18804016	15376143	1.22
polarsignals_q06/datafusion:vortex-file-compressed 🚨	22008526	18484509	1.19
polarsignals_q07/datafusion:vortex-file-compressed 🚨	16398103	12645660	1.30
polarsignals_q08/datafusion:vortex-file-compressed	511960808	472651197	1.08
polarsignals_q09/datafusion:vortex-file-compressed	11042588	10852287	1.02

[github-actions]

File Sizes: PolarSignals Profiling

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.6%
Vortex (geomean): 1.041x ➖
Parquet (geomean): 1.037x ➖
Shifts: Parquet (control) +3.7% · Median polish +4.2%

---

datafusion / vortex-file-compressed (1.045x ➖, 0↑ 1↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	52011861	49286571	1.06
tpch_q02/datafusion:vortex-file-compressed	36260444	33949575	1.07
tpch_q03/datafusion:vortex-file-compressed	27611250	26785423	1.03
tpch_q04/datafusion:vortex-file-compressed	18198321	18050262	1.01
tpch_q05/datafusion:vortex-file-compressed	55349560	51174186	1.08
tpch_q06/datafusion:vortex-file-compressed	10468069	10292364	1.02
tpch_q07/datafusion:vortex-file-compressed	66915036	62750173	1.07
tpch_q08/datafusion:vortex-file-compressed	46475177	45188618	1.03
tpch_q09/datafusion:vortex-file-compressed	57878982	54870912	1.05
tpch_q10/datafusion:vortex-file-compressed	47150376	45280281	1.04
tpch_q11/datafusion:vortex-file-compressed	18808094	18028396	1.04
tpch_q12/datafusion:vortex-file-compressed	22599083	21575158	1.05
tpch_q13/datafusion:vortex-file-compressed	28456686	28109193	1.01
tpch_q14/datafusion:vortex-file-compressed	16466944	16387622	1.00
tpch_q15/datafusion:vortex-file-compressed	25612153	23690314	1.08
tpch_q16/datafusion:vortex-file-compressed 🚨	26645729	23914351	1.11
tpch_q17/datafusion:vortex-file-compressed	67836540	67146595	1.01
tpch_q18/datafusion:vortex-file-compressed	84781497	77860715	1.09
tpch_q19/datafusion:vortex-file-compressed	22560879	22325783	1.01
tpch_q20/datafusion:vortex-file-compressed	34638670	32639399	1.06
tpch_q21/datafusion:vortex-file-compressed	78515551	75151162	1.04
tpch_q22/datafusion:vortex-file-compressed	16981687	16663238	1.02

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

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	61259564	60462133	1.01
tpch_q02/datafusion:vortex-compact	39453221	36282581	1.09
tpch_q03/datafusion:vortex-compact	32647190	30786686	1.06
tpch_q04/datafusion:vortex-compact	24145854	23515171	1.03
tpch_q05/datafusion:vortex-compact	59355824	57643245	1.03
tpch_q06/datafusion:vortex-compact	13874123	13436434	1.03
tpch_q07/datafusion:vortex-compact	75114209	69237795	1.08
tpch_q08/datafusion:vortex-compact	52577421	49108063	1.07
tpch_q09/datafusion:vortex-compact	64312922	61681697	1.04
tpch_q10/datafusion:vortex-compact	54216168	52847487	1.03
tpch_q11/datafusion:vortex-compact	20333450	19563060	1.04
tpch_q12/datafusion:vortex-compact	34830011	32808655	1.06
tpch_q13/datafusion:vortex-compact	37872924	35878895	1.06
tpch_q14/datafusion:vortex-compact	21771797	20316323	1.07
tpch_q15/datafusion:vortex-compact	34211827	32990861	1.04
tpch_q16/datafusion:vortex-compact	30619392	30654708	1.00
tpch_q17/datafusion:vortex-compact	71079073	69617953	1.02
tpch_q18/datafusion:vortex-compact	92069649	84606800	1.09
tpch_q19/datafusion:vortex-compact	34582956	33575041	1.03
tpch_q20/datafusion:vortex-compact	39984840	37235065	1.07
tpch_q21/datafusion:vortex-compact	89724615	85578769	1.05
tpch_q22/datafusion:vortex-compact	18014783	17175576	1.05

datafusion / parquet (1.016x ➖, 1↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	124324689	137004518	0.91
tpch_q02/datafusion:parquet	72402952	69809245	1.04
tpch_q03/datafusion:parquet	76768782	79958504	0.96
tpch_q04/datafusion:parquet	50377682	47711630	1.06
tpch_q05/datafusion:parquet	104963604	101064183	1.04
tpch_q06/datafusion:parquet	40655731	44799299	0.91
tpch_q07/datafusion:parquet	116785130	116319710	1.00
tpch_q08/datafusion:parquet	97913903	106067022	0.92
tpch_q09/datafusion:parquet	141742697	133756399	1.06
tpch_q10/datafusion:parquet	121432466	122271593	0.99
tpch_q11/datafusion:parquet	50439978	46227665	1.09
tpch_q12/datafusion:parquet	98699061	94669316	1.04
tpch_q13/datafusion:parquet	218302867	201726572	1.08
tpch_q14/datafusion:parquet	47836459	51469695	0.93
tpch_q15/datafusion:parquet	66481067	66675121	1.00
tpch_q16/datafusion:parquet	54362807	50015665	1.09
tpch_q17/datafusion:parquet 🚨	147871951	128017089	1.16
tpch_q18/datafusion:parquet	179340543	169442057	1.06
tpch_q19/datafusion:parquet 🚀	76784078	88003323	0.87
tpch_q20/datafusion:parquet 🚨	82817626	73373790	1.13
tpch_q21/datafusion:parquet	152816144	145460564	1.05
tpch_q22/datafusion:parquet	35744529	34323971	1.04

datafusion / arrow (1.051x ➖, 0↑ 4↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	62649313	60419414	1.04
tpch_q02/datafusion:arrow	22657163	22259249	1.02
tpch_q03/datafusion:arrow	36155950	34389590	1.05
tpch_q04/datafusion:arrow	29361313	27513060	1.07
tpch_q05/datafusion:arrow	81297730	81904885	0.99
tpch_q06/datafusion:arrow	21500119	21794851	0.99
tpch_q07/datafusion:arrow	117302228	112236254	1.05
tpch_q08/datafusion:arrow 🚨	50876615	45928263	1.11
tpch_q09/datafusion:arrow 🚨	79252639	70494770	1.12
tpch_q10/datafusion:arrow 🚨	58215674	51994896	1.12
tpch_q11/datafusion:arrow	12098811	11184279	1.08
tpch_q12/datafusion:arrow 🚨	60059964	53322107	1.13
tpch_q13/datafusion:arrow	52168282	49076321	1.06
tpch_q14/datafusion:arrow	24598183	22867705	1.08
tpch_q15/datafusion:arrow	47765830	45586738	1.05
tpch_q16/datafusion:arrow	21592144	21074454	1.02
tpch_q17/datafusion:arrow	74346315	71118588	1.05
tpch_q18/datafusion:arrow	149601854	145209179	1.03
tpch_q19/datafusion:arrow	41872380	41951562	1.00
tpch_q20/datafusion:arrow	42456946	42354113	1.00
tpch_q21/datafusion:arrow	158139180	150292896	1.05
tpch_q22/datafusion:arrow	20711775	19849033	1.04

duckdb / vortex-file-compressed (1.035x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	33698106	33098415	1.02
tpch_q02/duckdb:vortex-file-compressed	27286153	26940213	1.01
tpch_q03/duckdb:vortex-file-compressed	29184691	27793437	1.05
tpch_q04/duckdb:vortex-file-compressed	30824206	28432581	1.08
tpch_q05/duckdb:vortex-file-compressed	34678290	34843784	1.00
tpch_q06/duckdb:vortex-file-compressed	11231754	10386203	1.08
tpch_q07/duckdb:vortex-file-compressed	39291373	37648340	1.04
tpch_q08/duckdb:vortex-file-compressed	39390824	40298255	0.98
tpch_q09/duckdb:vortex-file-compressed	80063688	78096063	1.03
tpch_q10/duckdb:vortex-file-compressed	39093842	35912080	1.09
tpch_q11/duckdb:vortex-file-compressed	14845383	16266595	0.91
tpch_q12/duckdb:vortex-file-compressed	22637074	22136749	1.02
tpch_q13/duckdb:vortex-file-compressed	40017734	37113600	1.08
tpch_q14/duckdb:vortex-file-compressed	23098617	22001068	1.05
tpch_q15/duckdb:vortex-file-compressed	17170232	15891442	1.08
tpch_q16/duckdb:vortex-file-compressed	29688448	29648038	1.00
tpch_q17/duckdb:vortex-file-compressed	25481944	25869052	0.99
tpch_q18/duckdb:vortex-file-compressed	48165703	46416564	1.04
tpch_q19/duckdb:vortex-file-compressed	33825483	32171774	1.05
tpch_q20/duckdb:vortex-file-compressed	35862359	35189528	1.02
tpch_q21/duckdb:vortex-file-compressed	109198624	101171721	1.08
tpch_q22/duckdb:vortex-file-compressed	19735865	18016252	1.10

duckdb / vortex-compact (1.037x ➖, 0↑ 1↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	40735346	39235934	1.04
tpch_q02/duckdb:vortex-compact	38981244	37078521	1.05
tpch_q03/duckdb:vortex-compact	34594283	33110489	1.04
tpch_q04/duckdb:vortex-compact	36470081	34396461	1.06
tpch_q05/duckdb:vortex-compact	39212457	37553525	1.04
tpch_q06/duckdb:vortex-compact	14767225	15207305	0.97
tpch_q07/duckdb:vortex-compact	44055605	42518808	1.04
tpch_q08/duckdb:vortex-compact	45335195	46480453	0.98
tpch_q09/duckdb:vortex-compact	94278627	90174204	1.05
tpch_q10/duckdb:vortex-compact	41457633	40648964	1.02
tpch_q11/duckdb:vortex-compact	20359957	19678397	1.03
tpch_q12/duckdb:vortex-compact	37275223	36766170	1.01
tpch_q13/duckdb:vortex-compact	49493527	46885372	1.06
tpch_q14/duckdb:vortex-compact	31656587	30609470	1.03
tpch_q15/duckdb:vortex-compact	19932776	19274758	1.03
tpch_q16/duckdb:vortex-compact	39274225	37289007	1.05
tpch_q17/duckdb:vortex-compact	31424771	31520910	1.00
tpch_q18/duckdb:vortex-compact	55100938	50712005	1.09
tpch_q19/duckdb:vortex-compact 🚨	40586320	36515187	1.11
tpch_q20/duckdb:vortex-compact	42108451	42165899	1.00
tpch_q21/duckdb:vortex-compact	118641808	113172409	1.05
tpch_q22/duckdb:vortex-compact	22290142	20930990	1.06

duckdb / parquet (1.057x ➖, 2↑ 4↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	93088111	118470015	0.79
tpch_q02/duckdb:parquet	41893871	38944792	1.08
tpch_q03/duckdb:parquet	71230866	68749375	1.04
tpch_q04/duckdb:parquet 🚀	49604703	57336311	0.87
tpch_q05/duckdb:parquet	68514947	65413228	1.05
tpch_q06/duckdb:parquet	20611516	20274039	1.02
tpch_q07/duckdb:parquet	72472135	67747378	1.07
tpch_q08/duckdb:parquet	82445086	81911444	1.01
tpch_q09/duckdb:parquet	162938349	150057542	1.09
tpch_q10/duckdb:parquet	141715660	137754131	1.03
tpch_q11/duckdb:parquet	23283616	22537377	1.03
tpch_q12/duckdb:parquet 🚨	56977223	44727509	1.27
tpch_q13/duckdb:parquet	282941823	262763190	1.08
tpch_q14/duckdb:parquet 🚨	55430431	49785622	1.11
tpch_q15/duckdb:parquet 🚨	33992629	24551512	1.38
tpch_q16/duckdb:parquet	56532137	54156075	1.04
tpch_q17/duckdb:parquet	56253319	52866399	1.06
tpch_q18/duckdb:parquet 🚨	146240093	119735683	1.22
tpch_q19/duckdb:parquet	90385138	88108314	1.03
tpch_q20/duckdb:parquet	67012354	63335689	1.06
tpch_q21/duckdb:parquet	185398675	171070143	1.08
tpch_q22/duckdb:parquet	53065938	52661715	1.01

duckdb / duckdb (1.043x ➖, 0↑ 3↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16457121	16104900	1.02
tpch_q02/duckdb:duckdb	12071622	12067910	1.00
tpch_q03/duckdb:duckdb 🚨	21160164	18806460	1.13
tpch_q04/duckdb:duckdb	19347840	19546266	0.99
tpch_q05/duckdb:duckdb	19154043	19626919	0.98
tpch_q06/duckdb:duckdb	5513629	5442247	1.01
tpch_q07/duckdb:duckdb	22695013	23321735	0.97
tpch_q08/duckdb:duckdb	21944910	20877445	1.05
tpch_q09/duckdb:duckdb	56564089	53110858	1.07
tpch_q10/duckdb:duckdb 🚨	47306879	41747622	1.13
tpch_q11/duckdb:duckdb	6195047	5994364	1.03
tpch_q12/duckdb:duckdb	14380966	13720342	1.05
tpch_q13/duckdb:duckdb	40818114	37532527	1.09
tpch_q14/duckdb:duckdb	18259502	17638853	1.04
tpch_q15/duckdb:duckdb	12093032	11592677	1.04
tpch_q16/duckdb:duckdb	24507983	22471908	1.09
tpch_q17/duckdb:duckdb	14071062	13940048	1.01
tpch_q18/duckdb:duckdb	38626528	37876476	1.02
tpch_q19/duckdb:duckdb 🚨	30390517	26263255	1.16
tpch_q20/duckdb:duckdb	22784078	22849552	1.00
tpch_q21/duckdb:duckdb	59414443	56492821	1.05
tpch_q22/duckdb:duckdb	25095402	24093231	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+3.7%	-15.6%	+22.8%	+26.3%	➖ noise
1	datafusion:vortex-compact	+1.3%	-15.6%	+20.0%	+25.3%	➖ noise
1	datafusion:vortex-file-compressed	+5.5%	-15.6%	+25.0%	+27.1%	➖ noise
1	duckdb:duckdb	+2.2%	-15.6%	+21.0%	+26.3%	➖ noise
1	duckdb:vortex-compact	+3.8%	-15.6%	+23.0%	+24.6%	➖ noise
1	duckdb:vortex-file-compressed	+1.8%	-15.6%	+20.6%	+25.2%	➖ noise
2	datafusion:arrow	+1.8%	+5.6%	-3.6%	+21.4%	➖ noise
2	datafusion:vortex-compact	+8.7%	+5.6%	+2.9%	+21.4%	➖ noise
2	datafusion:vortex-file-compressed	+6.8%	+5.6%	+1.1%	+21.4%	➖ noise
2	duckdb:duckdb	+0.0%	+5.6%	-5.3%	+21.4%	➖ noise
2	duckdb:vortex-compact	+5.1%	+5.6%	-0.5%	+21.4%	➖ noise
2	duckdb:vortex-file-compressed	+1.3%	+5.6%	-4.1%	+21.4%	➖ noise
3	datafusion:arrow	+5.1%	-0.3%	+5.4%	+21.4%	➖ noise
3	datafusion:vortex-compact	+6.0%	-0.3%	+6.3%	+21.4%	➖ noise
3	datafusion:vortex-file-compressed	+3.1%	-0.3%	+3.4%	+21.4%	➖ noise
3	duckdb:duckdb	+12.5%	-0.3%	+12.8%	+21.4%	➖ noise
3	duckdb:vortex-compact	+4.5%	-0.3%	+4.8%	+21.4%	➖ noise
3	duckdb:vortex-file-compressed	+5.0%	-0.3%	+5.3%	+21.4%	➖ noise
4	datafusion:arrow	+6.7%	-4.4%	+11.7%	+21.4%	➖ noise
4	datafusion:vortex-compact	+2.7%	-4.4%	+7.4%	+21.4%	➖ noise
4	datafusion:vortex-file-compressed	+0.8%	-4.4%	+5.5%	+21.4%	➖ noise
4	duckdb:duckdb	-1.0%	-4.4%	+3.6%	+21.4%	➖ noise
4	duckdb:vortex-compact	+6.0%	-4.4%	+10.9%	+21.4%	➖ noise
4	duckdb:vortex-file-compressed	+8.4%	-4.4%	+13.4%	+21.4%	➖ noise
5	datafusion:arrow	-0.7%	+4.3%	-4.8%	+21.4%	➖ noise
5	datafusion:vortex-compact	+3.0%	+4.3%	-1.3%	+21.4%	➖ noise
5	datafusion:vortex-file-compressed	+8.2%	+4.3%	+3.7%	+21.4%	➖ noise
5	duckdb:duckdb	-2.4%	+4.3%	-6.4%	+21.4%	➖ noise
5	duckdb:vortex-compact	+4.4%	+4.3%	+0.1%	+21.4%	➖ noise
5	duckdb:vortex-file-compressed	-0.5%	+4.3%	-4.6%	+21.4%	➖ noise
6	datafusion:arrow	-1.4%	-3.9%	+2.7%	+25.4%	➖ noise
6	datafusion:vortex-compact	+3.3%	-3.9%	+7.5%	+24.8%	➖ noise
6	datafusion:vortex-file-compressed	+1.7%	-3.9%	+5.9%	+27.1%	➖ noise
6	duckdb:duckdb	+1.3%	-3.9%	+5.5%	+28.4%	➖ noise
6	duckdb:vortex-compact	-2.9%	-3.9%	+1.1%	+26.5%	➖ noise
6	duckdb:vortex-file-compressed	+8.1%	-3.9%	+12.6%	+31.4%	➖ noise
7	datafusion:arrow	+4.5%	+3.6%	+0.8%	+21.4%	➖ noise
7	datafusion:vortex-compact	+8.5%	+3.6%	+4.7%	+21.4%	➖ noise
7	datafusion:vortex-file-compressed	+6.6%	+3.6%	+2.9%	+21.4%	➖ noise
7	duckdb:duckdb	-2.7%	+3.6%	-6.1%	+21.4%	➖ noise
7	duckdb:vortex-compact	+3.6%	+3.6%	-0.0%	+21.4%	➖ noise
7	duckdb:vortex-file-compressed	+4.4%	+3.6%	+0.7%	+21.4%	➖ noise
8	datafusion:arrow	+10.8%	-3.6%	+14.9%	+21.4%	➖ noise
8	datafusion:vortex-compact	+7.1%	-3.6%	+11.1%	+21.4%	➖ noise
8	datafusion:vortex-file-compressed	+2.8%	-3.6%	+6.7%	+21.4%	➖ noise
8	duckdb:duckdb	+5.1%	-3.6%	+9.0%	+21.4%	➖ noise
8	duckdb:vortex-compact	-2.5%	-3.6%	+1.2%	+21.4%	➖ noise
8	duckdb:vortex-file-compressed	-2.3%	-3.6%	+1.4%	+21.4%	➖ noise
9	datafusion:arrow	+12.4%	+7.3%	+4.8%	+21.4%	➖ noise
9	datafusion:vortex-compact	+4.3%	+7.3%	-2.8%	+21.4%	➖ noise
9	datafusion:vortex-file-compressed	+5.5%	+7.3%	-1.7%	+21.4%	➖ noise
9	duckdb:duckdb	+6.5%	+7.3%	-0.7%	+21.4%	➖ noise
9	duckdb:vortex-compact	+4.6%	+7.3%	-2.5%	+21.4%	➖ noise
9	duckdb:vortex-file-compressed	+2.5%	+7.3%	-4.4%	+21.4%	➖ noise
10	datafusion:arrow	+12.0%	+1.1%	+10.8%	+21.4%	➖ noise
10	datafusion:vortex-compact	+2.6%	+1.1%	+1.5%	+21.4%	➖ noise
10	datafusion:vortex-file-compressed	+4.1%	+1.1%	+3.0%	+21.4%	➖ noise
10	duckdb:duckdb	+13.3%	+1.1%	+12.1%	+21.4%	➖ noise
10	duckdb:vortex-compact	+2.0%	+1.1%	+0.9%	+21.4%	➖ noise
10	duckdb:vortex-file-compressed	+8.9%	+1.1%	+7.7%	+21.4%	➖ noise
11	datafusion:arrow	+8.2%	+6.2%	+1.9%	+21.4%	➖ noise
11	datafusion:vortex-compact	+3.9%	+6.2%	-2.1%	+21.4%	➖ noise
11	datafusion:vortex-file-compressed	+4.3%	+6.2%	-1.7%	+21.4%	➖ noise
11	duckdb:duckdb	+3.3%	+6.2%	-2.7%	+21.4%	➖ noise
11	duckdb:vortex-compact	+3.5%	+6.2%	-2.6%	+21.4%	➖ noise
11	duckdb:vortex-file-compressed	-8.7%	+6.2%	-14.0%	+21.4%	➖ noise
12	datafusion:arrow	+12.6%	+15.2%	-2.3%	+21.4%	➖ noise
12	datafusion:vortex-compact	+6.2%	+15.2%	-7.9%	+21.4%	➖ noise
12	datafusion:vortex-file-compressed	+4.7%	+15.2%	-9.1%	+21.4%	➖ noise
12	duckdb:duckdb	+4.8%	+15.2%	-9.0%	+21.4%	➖ noise
12	duckdb:vortex-compact	+1.4%	+15.2%	-12.0%	+21.4%	➖ noise
12	duckdb:vortex-file-compressed	+2.3%	+15.2%	-11.3%	+21.4%	➖ noise
13	datafusion:arrow	+6.3%	+7.9%	-1.5%	+21.4%	➖ noise
13	datafusion:vortex-compact	+5.6%	+7.9%	-2.2%	+21.4%	➖ noise
13	datafusion:vortex-file-compressed	+1.2%	+7.9%	-6.2%	+21.4%	➖ noise
13	duckdb:duckdb	+8.8%	+7.9%	+0.7%	+21.4%	➖ noise
13	duckdb:vortex-compact	+5.6%	+7.9%	-2.2%	+21.4%	➖ noise
13	duckdb:vortex-file-compressed	+7.8%	+7.9%	-0.1%	+21.4%	➖ noise
14	datafusion:arrow	+7.6%	+1.7%	+5.7%	+21.4%	➖ noise
14	datafusion:vortex-compact	+7.2%	+1.7%	+5.3%	+21.4%	➖ noise
14	datafusion:vortex-file-compressed	+0.5%	+1.7%	-1.2%	+21.4%	➖ noise
14	duckdb:duckdb	+3.5%	+1.7%	+1.8%	+26.9%	➖ noise
14	duckdb:vortex-compact	+3.4%	+1.7%	+1.7%	+21.4%	➖ noise
14	duckdb:vortex-file-compressed	+5.0%	+1.7%	+3.2%	+21.4%	➖ noise
15	datafusion:arrow	+4.8%	+17.5%	-10.8%	+21.4%	➖ noise
15	datafusion:vortex-compact	+3.7%	+17.5%	-11.7%	+21.4%	➖ noise
15	datafusion:vortex-file-compressed	+8.1%	+17.5%	-8.0%	+21.4%	➖ noise
15	duckdb:duckdb	+4.3%	+17.5%	-11.2%	+21.4%	➖ noise
15	duckdb:vortex-compact	+3.4%	+17.5%	-12.0%	+21.4%	➖ noise
15	duckdb:vortex-file-compressed	+8.0%	+17.5%	-8.0%	+21.4%	➖ noise
16	datafusion:arrow	+2.5%	+6.5%	-3.8%	+21.4%	➖ noise
16	datafusion:vortex-compact	-0.1%	+6.5%	-6.2%	+21.4%	➖ noise
16	datafusion:vortex-file-compressed	+11.4%	+6.5%	+4.6%	+21.4%	➖ noise
16	duckdb:duckdb	+9.1%	+6.5%	+2.4%	+21.4%	➖ noise
16	duckdb:vortex-compact	+5.3%	+6.5%	-1.1%	+21.4%	➖ noise
16	duckdb:vortex-file-compressed	+0.1%	+6.5%	-6.0%	+21.4%	➖ noise
17	datafusion:arrow	+4.5%	+10.9%	-5.7%	+21.4%	➖ noise
17	datafusion:vortex-compact	+2.1%	+10.9%	-7.9%	+21.4%	➖ noise
17	datafusion:vortex-file-compressed	+1.0%	+10.9%	-8.9%	+21.4%	➖ noise
17	duckdb:duckdb	+0.9%	+10.9%	-9.0%	+21.4%	➖ noise
17	duckdb:vortex-compact	-0.3%	+10.9%	-10.1%	+21.4%	➖ noise
17	duckdb:vortex-file-compressed	-1.5%	+10.9%	-11.1%	+21.4%	➖ noise
18	datafusion:arrow	+3.0%	+13.7%	-9.4%	+21.4%	➖ noise
18	datafusion:vortex-compact	+8.8%	+13.7%	-4.3%	+21.4%	➖ noise
18	datafusion:vortex-file-compressed	+8.9%	+13.7%	-4.2%	+21.4%	➖ noise
18	duckdb:duckdb	+2.0%	+13.7%	-10.3%	+21.4%	➖ noise
18	duckdb:vortex-compact	+8.7%	+13.7%	-4.4%	+21.4%	➖ noise
18	duckdb:vortex-file-compressed	+3.8%	+13.7%	-8.7%	+21.4%	➖ noise
19	datafusion:arrow	-0.2%	-5.4%	+5.5%	+21.4%	➖ noise
19	datafusion:vortex-compact	+3.0%	-5.4%	+8.9%	+21.4%	➖ noise
19	datafusion:vortex-file-compressed	+1.1%	-5.4%	+6.8%	+21.4%	➖ noise
19	duckdb:duckdb	+15.7%	-5.4%	+22.3%	+23.5%	➖ noise
19	duckdb:vortex-compact	+11.1%	-5.4%	+17.5%	+21.7%	➖ noise
19	duckdb:vortex-file-compressed	+5.1%	-5.4%	+11.1%	+21.8%	➖ noise
20	datafusion:arrow	+0.2%	+9.3%	-8.3%	+21.4%	➖ noise
20	datafusion:vortex-compact	+7.4%	+9.3%	-1.7%	+21.4%	➖ noise
20	datafusion:vortex-file-compressed	+6.1%	+9.3%	-2.9%	+21.4%	➖ noise
20	duckdb:duckdb	-0.3%	+9.3%	-8.8%	+21.4%	➖ noise
20	duckdb:vortex-compact	-0.1%	+9.3%	-8.6%	+21.4%	➖ noise
20	duckdb:vortex-file-compressed	+1.9%	+9.3%	-6.7%	+21.4%	➖ noise
21	datafusion:arrow	+5.2%	+6.7%	-1.4%	+21.4%	➖ noise
21	datafusion:vortex-compact	+4.8%	+6.7%	-1.7%	+21.4%	➖ noise
21	datafusion:vortex-file-compressed	+4.5%	+6.7%	-2.1%	+21.4%	➖ noise
21	duckdb:duckdb	+5.2%	+6.7%	-1.4%	+21.4%	➖ noise
21	duckdb:vortex-compact	+4.8%	+6.7%	-1.8%	+21.4%	➖ noise
21	duckdb:vortex-file-compressed	+7.9%	+6.7%	+1.2%	+21.4%	➖ noise
22	datafusion:arrow	+4.3%	+2.4%	+1.9%	+21.4%	➖ noise
22	datafusion:vortex-compact	+4.9%	+2.4%	+2.4%	+21.4%	➖ noise
22	datafusion:vortex-file-compressed	+1.9%	+2.4%	-0.5%	+21.4%	➖ noise
22	duckdb:duckdb	+4.2%	+2.4%	+1.7%	+21.4%	➖ noise
22	duckdb:vortex-compact	+6.5%	+2.4%	+4.0%	+21.4%	➖ noise
22	duckdb:vortex-file-compressed	+9.5%	+2.4%	+6.9%	+21.4%	➖ noise

[github-actions]

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 1.019x ➖
Parquet (geomean): 1.021x ➖
Shifts: Parquet (control) +2.1% · Median polish +0.6%

---

datafusion / vortex-file-compressed (1.059x ➖, 0↑ 3↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	4791100	4271411	1.12
fineweb_q01/datafusion:vortex-file-compressed 🚨	29903788	26594161	1.12
fineweb_q02/datafusion:vortex-file-compressed	28683651	27947102	1.03
fineweb_q03/datafusion:vortex-file-compressed	67229463	72662368	0.93
fineweb_q04/datafusion:vortex-file-compressed	253833369	264266500	0.96
fineweb_q05/datafusion:vortex-file-compressed	228118317	222429216	1.03
fineweb_q06/datafusion:vortex-file-compressed	66165111	63181483	1.05
fineweb_q07/datafusion:vortex-file-compressed	70221368	69224200	1.01
fineweb_q08/datafusion:vortex-file-compressed 🚨	31180662	23274946	1.34

datafusion / vortex-compact (1.008x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5159503	4943817	1.04
fineweb_q01/datafusion:vortex-compact	164377551	160549082	1.02
fineweb_q02/datafusion:vortex-compact	163937556	165073875	0.99
fineweb_q03/datafusion:vortex-compact	1444405819	1429759060	1.01
fineweb_q04/datafusion:vortex-compact	1561600667	1565459798	1.00
fineweb_q05/datafusion:vortex-compact	1224258294	1226302548	1.00
fineweb_q06/datafusion:vortex-compact	700379201	694452875	1.01
fineweb_q07/datafusion:vortex-compact	727795837	725859881	1.00
fineweb_q08/datafusion:vortex-compact	22692700	22864740	0.99

datafusion / parquet (1.033x ➖, 0↑ 1↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6466589	6613958	0.98
fineweb_q01/datafusion:parquet	272976311	274337225	1.00
fineweb_q02/datafusion:parquet	267336582	272411833	0.98
fineweb_q03/datafusion:parquet	280103474	266391560	1.05
fineweb_q04/datafusion:parquet	286996133	280135571	1.02
fineweb_q05/datafusion:parquet	281273526	278058355	1.01
fineweb_q06/datafusion:parquet	299056722	283553314	1.05
fineweb_q07/datafusion:parquet 🚨	310372687	267203077	1.16
fineweb_q08/datafusion:parquet	278807946	265585784	1.05

duckdb / vortex-file-compressed (1.012x ➖, 0↑ 1↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	3681467	3053478	1.21
fineweb_q01/duckdb:vortex-file-compressed	25680689	27332065	0.94
fineweb_q02/duckdb:vortex-file-compressed	28551830	28936586	0.99
fineweb_q03/duckdb:vortex-file-compressed	163243332	171890877	0.95
fineweb_q04/duckdb:vortex-file-compressed	223364280	228055007	0.98
fineweb_q05/duckdb:vortex-file-compressed	218423894	216947276	1.01
fineweb_q06/duckdb:vortex-file-compressed	69748152	64578573	1.08
fineweb_q07/duckdb:vortex-file-compressed	62630090	60339455	1.04
fineweb_q08/duckdb:vortex-file-compressed	23982125	25322000	0.95

duckdb / vortex-compact (0.997x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4207187	4005086	1.05
fineweb_q01/duckdb:vortex-compact	98007888	108349610	0.90
fineweb_q02/duckdb:vortex-compact	108953864	116444637	0.94
fineweb_q03/duckdb:vortex-compact	855775810	862899410	0.99
fineweb_q04/duckdb:vortex-compact	912080438	905365591	1.01
fineweb_q05/duckdb:vortex-compact	835541955	806983617	1.04
fineweb_q06/duckdb:vortex-compact	487393324	462491455	1.05
fineweb_q07/duckdb:vortex-compact	483298097	473786409	1.02
fineweb_q08/duckdb:vortex-compact	22453558	22861107	0.98

duckdb / parquet (1.010x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	36143867	35274545	1.02
fineweb_q01/duckdb:parquet	93087673	92733805	1.00
fineweb_q02/duckdb:parquet	95055125	94968952	1.00
fineweb_q03/duckdb:parquet	307674862	306615467	1.00
fineweb_q04/duckdb:parquet	439384555	436527564	1.01
fineweb_q05/duckdb:parquet	410903149	408598503	1.01
fineweb_q06/duckdb:parquet	198920642	197221199	1.01
fineweb_q07/duckdb:parquet	210437743	209225945	1.01
fineweb_q08/duckdb:parquet	57924980	56181233	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+4.4%	+0.1%	+4.3%	+39.1%	➖ noise
0	datafusion:vortex-file-compressed	+12.2%	+0.1%	+12.1%	+83.0%	➖ noise
0	duckdb:vortex-compact	+5.0%	+0.1%	+5.0%	+34.2%	➖ noise
0	duckdb:vortex-file-compressed	+20.6%	+0.1%	+20.5%	+47.1%	➖ noise
1	datafusion:vortex-compact	+2.4%	-0.1%	+2.4%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+12.4%	-0.1%	+12.5%	+24.6%	➖ noise
1	duckdb:vortex-compact	-9.5%	-0.1%	-9.5%	+18.4%	➖ noise
1	duckdb:vortex-file-compressed	-6.0%	-0.1%	-6.0%	+42.5%	➖ noise
2	datafusion:vortex-compact	-0.7%	-0.9%	+0.2%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+2.6%	-0.9%	+3.6%	+10.8%	➖ noise
2	duckdb:vortex-compact	-6.4%	-0.9%	-5.6%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.3%	-0.9%	-0.4%	+39.4%	➖ noise
3	datafusion:vortex-compact	+1.0%	+2.7%	-1.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-7.5%	+2.7%	-9.9%	+24.4%	➖ noise
3	duckdb:vortex-compact	-0.8%	+2.7%	-3.5%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-5.0%	+2.7%	-7.5%	+34.1%	➖ noise
4	datafusion:vortex-compact	-0.2%	+1.5%	-1.8%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.9%	+1.5%	-5.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.7%	+1.5%	-0.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.1%	+1.5%	-3.5%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.2%	+0.9%	-1.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.6%	+0.9%	+1.7%	+10.0%	➖ noise
5	duckdb:vortex-compact	+3.5%	+0.9%	+2.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.7%	+0.9%	-0.2%	+10.0%	➖ noise
6	datafusion:vortex-compact	+0.9%	+3.1%	-2.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+4.7%	+3.1%	+1.5%	+19.5%	➖ noise
6	duckdb:vortex-compact	+5.4%	+3.1%	+2.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+8.0%	+3.1%	+4.7%	+10.8%	➖ noise
7	datafusion:vortex-compact	+0.3%	+8.1%	-7.2%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.4%	+8.1%	-6.1%	+10.0%	➖ noise
7	duckdb:vortex-compact	+2.0%	+8.1%	-5.6%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+3.8%	+8.1%	-4.0%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.8%	+4.0%	-4.6%	+19.4%	➖ noise
8	datafusion:vortex-file-compressed	+34.0%	+4.0%	+28.8%	+30.5%	➖ noise
8	duckdb:vortex-compact	-1.8%	+4.0%	-5.6%	+20.7%	➖ noise
8	duckdb:vortex-file-compressed	-5.3%	+4.0%	-9.0%	+15.6%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.1%
Vortex (geomean): 0.994x ➖
Parquet (geomean): 1.002x ➖
Shifts: Parquet (control) +0.2% · Median polish -0.3%

---

datafusion / vortex-file-compressed (1.002x ➖, 0↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	29207588	27324835	1.07
tpcds_q02/datafusion:vortex-file-compressed	52736021	53629395	0.98
tpcds_q03/datafusion:vortex-file-compressed	20150354	20121846	1.00
tpcds_q04/datafusion:vortex-file-compressed	288827023	291696850	0.99
tpcds_q05/datafusion:vortex-file-compressed	54194848	52558967	1.03
tpcds_q06/datafusion:vortex-file-compressed	50337917	50967979	0.99
tpcds_q07/datafusion:vortex-file-compressed	50105779	49565000	1.01
tpcds_q08/datafusion:vortex-file-compressed	38829374	35952544	1.08
tpcds_q09/datafusion:vortex-file-compressed	48492857	50113443	0.97
tpcds_q10/datafusion:vortex-file-compressed	45509928	45383845	1.00
tpcds_q11/datafusion:vortex-file-compressed	164315446	167262155	0.98
tpcds_q12/datafusion:vortex-file-compressed	24456862	23974053	1.02
tpcds_q13/datafusion:vortex-file-compressed	55034542	55025465	1.00
tpcds_q14/datafusion:vortex-file-compressed	200505041	200088690	1.00
tpcds_q15/datafusion:vortex-file-compressed	34344395	33796301	1.02
tpcds_q16/datafusion:vortex-file-compressed	28053092	28885149	0.97
tpcds_q17/datafusion:vortex-file-compressed	67059271	66388897	1.01
tpcds_q18/datafusion:vortex-file-compressed	75939563	78045668	0.97
tpcds_q19/datafusion:vortex-file-compressed	30950752	29807603	1.04
tpcds_q20/datafusion:vortex-file-compressed	26296402	25043681	1.05
tpcds_q21/datafusion:vortex-file-compressed	137669284	135173514	1.02
tpcds_q22/datafusion:vortex-file-compressed	58224650	58535943	0.99
tpcds_q23/datafusion:vortex-file-compressed	146852075	147922905	0.99
tpcds_q24/datafusion:vortex-file-compressed	110146425	111841534	0.98
tpcds_q25/datafusion:vortex-file-compressed	64938750	66528424	0.98
tpcds_q26/datafusion:vortex-file-compressed	36264866	36290308	1.00
tpcds_q27/datafusion:vortex-file-compressed	117953001	115790922	1.02
tpcds_q28/datafusion:vortex-file-compressed	45902673	46923776	0.98
tpcds_q29/datafusion:vortex-file-compressed	65617554	64111688	1.02
tpcds_q30/datafusion:vortex-file-compressed	30190024	31551224	0.96
tpcds_q31/datafusion:vortex-file-compressed	92991310	91869942	1.01
tpcds_q32/datafusion:vortex-file-compressed	21458066	21480661	1.00
tpcds_q33/datafusion:vortex-file-compressed	37802459	39324265	0.96
tpcds_q34/datafusion:vortex-file-compressed	31348303	31769809	0.99
tpcds_q35/datafusion:vortex-file-compressed	54823206	54270720	1.01
tpcds_q36/datafusion:vortex-file-compressed	75157616	74940369	1.00
tpcds_q37/datafusion:vortex-file-compressed	34681172	34617238	1.00
tpcds_q38/datafusion:vortex-file-compressed	51764007	51615102	1.00
tpcds_q39/datafusion:vortex-file-compressed 🚨	150360740	134278209	1.12
tpcds_q40/datafusion:vortex-file-compressed	53069824	51995939	1.02
tpcds_q41/datafusion:vortex-file-compressed	18011670	17554533	1.03
tpcds_q42/datafusion:vortex-file-compressed	18978348	18562520	1.02
tpcds_q43/datafusion:vortex-file-compressed	32885181	32517052	1.01
tpcds_q44/datafusion:vortex-file-compressed	42560069	42032565	1.01
tpcds_q45/datafusion:vortex-file-compressed	34222702	34380244	1.00
tpcds_q46/datafusion:vortex-file-compressed	45254960	47258336	0.96
tpcds_q47/datafusion:vortex-file-compressed	203914995	201938053	1.01
tpcds_q48/datafusion:vortex-file-compressed	43546100	44570930	0.98
tpcds_q49/datafusion:vortex-file-compressed	67159039	67231516	1.00
tpcds_q50/datafusion:vortex-file-compressed	45719442	46779141	0.98
tpcds_q51/datafusion:vortex-file-compressed	88771929	87946276	1.01
tpcds_q52/datafusion:vortex-file-compressed	18511131	19123746	0.97
tpcds_q53/datafusion:vortex-file-compressed	25942796	24820414	1.05
tpcds_q54/datafusion:vortex-file-compressed	42745373	44442409	0.96
tpcds_q55/datafusion:vortex-file-compressed	17891595	18350030	0.98
tpcds_q56/datafusion:vortex-file-compressed	39142201	38968975	1.00
tpcds_q57/datafusion:vortex-file-compressed	125618645	125982368	1.00
tpcds_q58/datafusion:vortex-file-compressed	69762605	69769241	1.00
tpcds_q59/datafusion:vortex-file-compressed	72109929	71048090	1.01
tpcds_q60/datafusion:vortex-file-compressed	40321526	39481670	1.02
tpcds_q61/datafusion:vortex-file-compressed	50870120	51436737	0.99
tpcds_q62/datafusion:vortex-file-compressed	31395836	31751621	0.99
tpcds_q63/datafusion:vortex-file-compressed	26009220	26109208	1.00
tpcds_q64/datafusion:vortex-file-compressed	471844832	467683038	1.01
tpcds_q65/datafusion:vortex-file-compressed	49131545	46223865	1.06
tpcds_q66/datafusion:vortex-file-compressed	93309116	91650864	1.02
tpcds_q67/datafusion:vortex-file-compressed	118953490	119706853	0.99
tpcds_q68/datafusion:vortex-file-compressed	44829515	46021735	0.97
tpcds_q69/datafusion:vortex-file-compressed	42950434	42754178	1.00
tpcds_q70/datafusion:vortex-file-compressed	111387748	109860371	1.01
tpcds_q71/datafusion:vortex-file-compressed	30592349	29992684	1.02
tpcds_q72/datafusion:vortex-file-compressed	2561047688	2606528691	0.98
tpcds_q73/datafusion:vortex-file-compressed 🚨	35483985	31306505	1.13
tpcds_q74/datafusion:vortex-file-compressed	115480939	115983899	1.00
tpcds_q75/datafusion:vortex-file-compressed	119227183	119082869	1.00
tpcds_q76/datafusion:vortex-file-compressed	32379620	32752159	0.99
tpcds_q77/datafusion:vortex-file-compressed	49600640	52016083	0.95
tpcds_q78/datafusion:vortex-file-compressed	124096990	124715019	1.00
tpcds_q79/datafusion:vortex-file-compressed	37847511	38382177	0.99
tpcds_q80/datafusion:vortex-file-compressed	110730053	111114484	1.00
tpcds_q81/datafusion:vortex-file-compressed	38171014	36661514	1.04
tpcds_q82/datafusion:vortex-file-compressed	37757356	35809596	1.05
tpcds_q83/datafusion:vortex-file-compressed	49911322	51987980	0.96
tpcds_q84/datafusion:vortex-file-compressed	15092786	14858453	1.02
tpcds_q85/datafusion:vortex-file-compressed	101384985	101177180	1.00
tpcds_q86/datafusion:vortex-file-compressed	18420483	19600591	0.94
tpcds_q87/datafusion:vortex-file-compressed	51366775	53313923	0.96
tpcds_q88/datafusion:vortex-file-compressed	74467349	74366821	1.00
tpcds_q89/datafusion:vortex-file-compressed	36317079	37031762	0.98
tpcds_q90/datafusion:vortex-file-compressed	17867640	18003763	0.99
tpcds_q91/datafusion:vortex-file-compressed	25423716	26046245	0.98
tpcds_q92/datafusion:vortex-file-compressed	18686071	18852645	0.99
tpcds_q93/datafusion:vortex-file-compressed	34142804	34012388	1.00
tpcds_q94/datafusion:vortex-file-compressed	24579517	25292423	0.97
tpcds_q95/datafusion:vortex-file-compressed	59580886	59610886	1.00
tpcds_q96/datafusion:vortex-file-compressed	15410259	15618555	0.99
tpcds_q97/datafusion:vortex-file-compressed	29552060	31136413	0.95
tpcds_q98/datafusion:vortex-file-compressed	31700166	32386548	0.98
tpcds_q99/datafusion:vortex-file-compressed	47912176	43816552	1.09

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

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	35576860	35342338	1.01
tpcds_q02/datafusion:vortex-compact	60486819	62084502	0.97
tpcds_q03/datafusion:vortex-compact	26745857	26836409	1.00
tpcds_q04/datafusion:vortex-compact	329805000	336132544	0.98
tpcds_q05/datafusion:vortex-compact	65542887	66214857	0.99
tpcds_q06/datafusion:vortex-compact	58804914	57571226	1.02
tpcds_q07/datafusion:vortex-compact	65142838	67629616	0.96
tpcds_q08/datafusion:vortex-compact	45220953	45346663	1.00
tpcds_q09/datafusion:vortex-compact	69093749	70013972	0.99
tpcds_q10/datafusion:vortex-compact	67056871	66158313	1.01
tpcds_q11/datafusion:vortex-compact	189593149	193377476	0.98
tpcds_q12/datafusion:vortex-compact	28329917	27960447	1.01
tpcds_q13/datafusion:vortex-compact	114139422	118192705	0.97
tpcds_q14/datafusion:vortex-compact	266933450	255386226	1.05
tpcds_q15/datafusion:vortex-compact	37942958	38940880	0.97
tpcds_q16/datafusion:vortex-compact	39207544	39351710	1.00
tpcds_q17/datafusion:vortex-compact	93140538	94238072	0.99
tpcds_q18/datafusion:vortex-compact	89301215	90305862	0.99
tpcds_q19/datafusion:vortex-compact	46426662	45208415	1.03
tpcds_q20/datafusion:vortex-compact	30587336	30149054	1.01
tpcds_q21/datafusion:vortex-compact	142883275	146519258	0.98
tpcds_q22/datafusion:vortex-compact	66700610	65240803	1.02
tpcds_q23/datafusion:vortex-compact	182754461	183175588	1.00
tpcds_q24/datafusion:vortex-compact	141289583	144183402	0.98
tpcds_q25/datafusion:vortex-compact	96470289	96350999	1.00
tpcds_q26/datafusion:vortex-compact	46114789	46266070	1.00
tpcds_q27/datafusion:vortex-compact	161002435	164669438	0.98
tpcds_q28/datafusion:vortex-compact	85275362	85290413	1.00
tpcds_q29/datafusion:vortex-compact	95999262	95396596	1.01
tpcds_q30/datafusion:vortex-compact	36096035	35787608	1.01
tpcds_q31/datafusion:vortex-compact	132186024	133459699	0.99
tpcds_q32/datafusion:vortex-compact	26843786	27105389	0.99
tpcds_q33/datafusion:vortex-compact	54283357	54821056	0.99
tpcds_q34/datafusion:vortex-compact	53267766	52321095	1.02
tpcds_q35/datafusion:vortex-compact	72013708	69241996	1.04
tpcds_q36/datafusion:vortex-compact	98830444	98875281	1.00
tpcds_q37/datafusion:vortex-compact	47873467	46593867	1.03
tpcds_q38/datafusion:vortex-compact	69054774	69134662	1.00
tpcds_q39/datafusion:vortex-compact	153383877	150390014	1.02
tpcds_q40/datafusion:vortex-compact	59582547	58703513	1.01
tpcds_q41/datafusion:vortex-compact	21314314	21259566	1.00
tpcds_q42/datafusion:vortex-compact	25078930	25374878	0.99
tpcds_q43/datafusion:vortex-compact	38303767	38634880	0.99
tpcds_q44/datafusion:vortex-compact	74236490	74784643	0.99
tpcds_q45/datafusion:vortex-compact	39038238	39459372	0.99
tpcds_q46/datafusion:vortex-compact	73825529	74222072	0.99
tpcds_q47/datafusion:vortex-compact	237232087	231375314	1.03
tpcds_q48/datafusion:vortex-compact	86078997	86289532	1.00
tpcds_q49/datafusion:vortex-compact	90267997	90619696	1.00
tpcds_q50/datafusion:vortex-compact	65063697	68054001	0.96
tpcds_q51/datafusion:vortex-compact	98279905	99303646	0.99
tpcds_q52/datafusion:vortex-compact	24837668	25596137	0.97
tpcds_q53/datafusion:vortex-compact	34528261	36192599	0.95
tpcds_q54/datafusion:vortex-compact	62080827	60882595	1.02
tpcds_q55/datafusion:vortex-compact	24903465	24662852	1.01
tpcds_q56/datafusion:vortex-compact	56782275	57146786	0.99
tpcds_q57/datafusion:vortex-compact	139768414	136413964	1.02
tpcds_q58/datafusion:vortex-compact	79951799	79848856	1.00
tpcds_q59/datafusion:vortex-compact	85466761	86129762	0.99
tpcds_q60/datafusion:vortex-compact	56472465	57973697	0.97
tpcds_q61/datafusion:vortex-compact	75291709	77558582	0.97
tpcds_q62/datafusion:vortex-compact	34085942	34006317	1.00
tpcds_q63/datafusion:vortex-compact	37000773	37074251	1.00
tpcds_q64/datafusion:vortex-compact	548039768	547515158	1.00
tpcds_q65/datafusion:vortex-compact	69316600	67840725	1.02
tpcds_q66/datafusion:vortex-compact	99880001	98822703	1.01
tpcds_q67/datafusion:vortex-compact	128560571	126056079	1.02
tpcds_q68/datafusion:vortex-compact	74095279	74457949	1.00
tpcds_q69/datafusion:vortex-compact	63203425	64339796	0.98
tpcds_q70/datafusion:vortex-compact	119532102	121271572	0.99
tpcds_q71/datafusion:vortex-compact	48841937	48111043	1.02
tpcds_q72/datafusion:vortex-compact	2608260192	2583064422	1.01
tpcds_q73/datafusion:vortex-compact	54699167	54698425	1.00
tpcds_q74/datafusion:vortex-compact	136262173	137008898	0.99
tpcds_q75/datafusion:vortex-compact	163769852	167461795	0.98
tpcds_q76/datafusion:vortex-compact	51685748	50896546	1.02
tpcds_q77/datafusion:vortex-compact	67613199	67346734	1.00
tpcds_q78/datafusion:vortex-compact	151866766	150952593	1.01
tpcds_q79/datafusion:vortex-compact	65368026	62706917	1.04
tpcds_q80/datafusion:vortex-compact	133824184	133611162	1.00
tpcds_q81/datafusion:vortex-compact	44765725	42198428	1.06
tpcds_q82/datafusion:vortex-compact	48309564	48737199	0.99
tpcds_q83/datafusion:vortex-compact	57749785	57728580	1.00
tpcds_q84/datafusion:vortex-compact	19015199	18197042	1.04
tpcds_q85/datafusion:vortex-compact	129415799	126304576	1.02
tpcds_q86/datafusion:vortex-compact	22538834	22564587	1.00
tpcds_q87/datafusion:vortex-compact	69691946	69449376	1.00
tpcds_q88/datafusion:vortex-compact	124198629	124265456	1.00
tpcds_q89/datafusion:vortex-compact	45050616	45860045	0.98
tpcds_q90/datafusion:vortex-compact	24506466	24696429	0.99
tpcds_q91/datafusion:vortex-compact	40563307	40921730	0.99
tpcds_q92/datafusion:vortex-compact	26163926	25281839	1.03
tpcds_q93/datafusion:vortex-compact	47384570	47569264	1.00
tpcds_q94/datafusion:vortex-compact	31017411	30447633	1.02
tpcds_q95/datafusion:vortex-compact	70346255	69773373	1.01
tpcds_q96/datafusion:vortex-compact	25908692	26086079	0.99
tpcds_q97/datafusion:vortex-compact	43916436	45355511	0.97
tpcds_q98/datafusion:vortex-compact	39352919	39592718	0.99
tpcds_q99/datafusion:vortex-compact	50635110	49821760	1.02

datafusion / parquet (1.000x ➖, 0↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	37029697	37771766	0.98
tpcds_q02/datafusion:parquet	45854741	45803349	1.00
tpcds_q03/datafusion:parquet	15245657	15728059	0.97
tpcds_q04/datafusion:parquet	317454680	331745331	0.96
tpcds_q05/datafusion:parquet	52335908	52613266	0.99
tpcds_q06/datafusion:parquet	65794809	63957588	1.03
tpcds_q07/datafusion:parquet	89514925	88208189	1.01
tpcds_q08/datafusion:parquet	34503158	31961277	1.08
tpcds_q09/datafusion:parquet	60072319	56615283	1.06
tpcds_q10/datafusion:parquet	85809266	83151236	1.03
tpcds_q11/datafusion:parquet	188732800	177126145	1.07
tpcds_q12/datafusion:parquet	21915378	24219703	0.90
tpcds_q13/datafusion:parquet	87186090	86355855	1.01
tpcds_q14/datafusion:parquet	192302091	198524659	0.97
tpcds_q15/datafusion:parquet	26640712	27689712	0.96
tpcds_q16/datafusion:parquet	28241104	29506353	0.96
tpcds_q17/datafusion:parquet	70669837	69450360	1.02
tpcds_q18/datafusion:parquet	133929714	128462038	1.04
tpcds_q19/datafusion:parquet	27585878	27287087	1.01
tpcds_q20/datafusion:parquet	21095862	22047333	0.96
tpcds_q21/datafusion:parquet	21418208	22121866	0.97
tpcds_q22/datafusion:parquet	151035083	140821160	1.07
tpcds_q23/datafusion:parquet	164747413	165763777	0.99
tpcds_q24/datafusion:parquet	108673200	106640119	1.02
tpcds_q25/datafusion:parquet	70823453	72677404	0.97
tpcds_q26/datafusion:parquet	74775079	78205415	0.96
tpcds_q27/datafusion:parquet	162305885	164063390	0.99
tpcds_q28/datafusion:parquet	49889715	49285438	1.01
tpcds_q29/datafusion:parquet	73715359	75410415	0.98
tpcds_q30/datafusion:parquet	45401875	44205068	1.03
tpcds_q31/datafusion:parquet	74459863	75592704	0.99
tpcds_q32/datafusion:parquet	23441916	22575084	1.04
tpcds_q33/datafusion:parquet	34992176	35391038	0.99
tpcds_q34/datafusion:parquet	26774417	28936193	0.93
tpcds_q35/datafusion:parquet	84757218	84167968	1.01
tpcds_q36/datafusion:parquet	63352658	64872936	0.98
tpcds_q37/datafusion:parquet	24559383	23639933	1.04
tpcds_q38/datafusion:parquet	52513232	51539191	1.02
tpcds_q39/datafusion:parquet	82897223	82797095	1.00
tpcds_q40/datafusion:parquet	28005480	28604660	0.98
tpcds_q41/datafusion:parquet	15767766	16922804	0.93
tpcds_q42/datafusion:parquet	13555678	13435472	1.01
tpcds_q43/datafusion:parquet	19023254	19447667	0.98
tpcds_q44/datafusion:parquet	42105113	42152311	1.00
tpcds_q45/datafusion:parquet	32631689	32986048	0.99
tpcds_q46/datafusion:parquet	38658630	39311316	0.98
tpcds_q47/datafusion:parquet	135532758	137232072	0.99
tpcds_q48/datafusion:parquet	80654407	78752380	1.02
tpcds_q49/datafusion:parquet	64741489	65395685	0.99
tpcds_q50/datafusion:parquet	49294480	48823547	1.01
tpcds_q51/datafusion:parquet	90024912	87949680	1.02
tpcds_q52/datafusion:parquet	14224668	14657122	0.97
tpcds_q53/datafusion:parquet	21822889	22146496	0.99
tpcds_q54/datafusion:parquet	41814248	42761962	0.98
tpcds_q55/datafusion:parquet	13947856	13573869	1.03
tpcds_q56/datafusion:parquet	35543088	35722788	0.99
tpcds_q57/datafusion:parquet	105894224	111530721	0.95
tpcds_q58/datafusion:parquet	57744145	60772529	0.95
tpcds_q59/datafusion:parquet	58821788	60365249	0.97
tpcds_q60/datafusion:parquet	36515643	36495324	1.00
tpcds_q61/datafusion:parquet	51906400	51532074	1.01
tpcds_q62/datafusion:parquet 🚨	28471726	24566710	1.16
tpcds_q63/datafusion:parquet	22275217	22283330	1.00
tpcds_q64/datafusion:parquet	549208848	551443067	1.00
tpcds_q65/datafusion:parquet	46230769	43842783	1.05
tpcds_q66/datafusion:parquet	77493817	73630698	1.05
tpcds_q67/datafusion:parquet	152557844	154133552	0.99
tpcds_q68/datafusion:parquet	38711014	40121036	0.96
tpcds_q69/datafusion:parquet	80342023	77600806	1.04
tpcds_q70/datafusion:parquet	98950985	93230592	1.06
tpcds_q71/datafusion:parquet	26197860	27423095	0.96
tpcds_q72/datafusion:parquet	629403525	636102055	0.99
tpcds_q73/datafusion:parquet	27696340	26388701	1.05
tpcds_q74/datafusion:parquet	105450998	103618248	1.02
tpcds_q75/datafusion:parquet	118019789	112784499	1.05
tpcds_q76/datafusion:parquet	35450019	35205602	1.01
tpcds_q77/datafusion:parquet	49407807	50718817	0.97
tpcds_q78/datafusion:parquet	122149181	122255005	1.00
tpcds_q79/datafusion:parquet	32466988	31150125	1.04
tpcds_q80/datafusion:parquet	92814023	93804818	0.99
tpcds_q81/datafusion:parquet	42444635	41637938	1.02
tpcds_q82/datafusion:parquet	23402267	23597421	0.99
tpcds_q83/datafusion:parquet	48062871	48353015	0.99
tpcds_q84/datafusion:parquet	47214347	48108899	0.98
tpcds_q85/datafusion:parquet	172478043	170639704	1.01
tpcds_q86/datafusion:parquet	18346933	18252660	1.01
tpcds_q87/datafusion:parquet	48280331	49952789	0.97
tpcds_q88/datafusion:parquet	70105233	70533525	0.99
tpcds_q89/datafusion:parquet	24138879	24811579	0.97
tpcds_q90/datafusion:parquet	18639068	18889573	0.99
tpcds_q91/datafusion:parquet	67005030	68558991	0.98
tpcds_q92/datafusion:parquet	21984938	21705792	1.01
tpcds_q93/datafusion:parquet	34518420	35300400	0.98
tpcds_q94/datafusion:parquet	25068203	25528718	0.98
tpcds_q95/datafusion:parquet	69048134	69167741	1.00
tpcds_q96/datafusion:parquet 🚨	15943588	14092245	1.13
tpcds_q97/datafusion:parquet	34721354	34003216	1.02
tpcds_q98/datafusion:parquet	25861466	25410322	1.02
tpcds_q99/datafusion:parquet	28244379	29610880	0.95

duckdb / vortex-file-compressed (0.990x ➖, 3↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	27650623	25202778	1.10
tpcds_q02/duckdb:vortex-file-compressed	78911877	80907465	0.98
tpcds_q03/duckdb:vortex-file-compressed 🚀	23588215	26541009	0.89
tpcds_q04/duckdb:vortex-file-compressed	99659101	101114275	0.99
tpcds_q05/duckdb:vortex-file-compressed	91679996	101778676	0.90
tpcds_q06/duckdb:vortex-file-compressed	35545621	34312600	1.04
tpcds_q07/duckdb:vortex-file-compressed	22648511	22181099	1.02
tpcds_q08/duckdb:vortex-file-compressed	26713095	27135157	0.98
tpcds_q09/duckdb:vortex-file-compressed	33425804	33192539	1.01
tpcds_q10/duckdb:vortex-file-compressed	42560533	40190681	1.06
tpcds_q11/duckdb:vortex-file-compressed	60430329	61119807	0.99
tpcds_q12/duckdb:vortex-file-compressed	13932428	13928131	1.00
tpcds_q13/duckdb:vortex-file-compressed	43876847	42357631	1.04
tpcds_q14/duckdb:vortex-file-compressed	199604780	197462678	1.01
tpcds_q15/duckdb:vortex-file-compressed	40959677	41722575	0.98
tpcds_q16/duckdb:vortex-file-compressed	29334496	29539548	0.99
tpcds_q17/duckdb:vortex-file-compressed	35811362	36271697	0.99
tpcds_q18/duckdb:vortex-file-compressed	43465700	44692083	0.97
tpcds_q19/duckdb:vortex-file-compressed	32518554	32553388	1.00
tpcds_q20/duckdb:vortex-file-compressed	16191690	17373419	0.93
tpcds_q21/duckdb:vortex-file-compressed	20672219	19887622	1.04
tpcds_q22/duckdb:vortex-file-compressed	111328898	109372036	1.02
tpcds_q23/duckdb:vortex-file-compressed	148552979	146962472	1.01
tpcds_q24/duckdb:vortex-file-compressed	55491182	55364642	1.00
tpcds_q25/duckdb:vortex-file-compressed	37694472	36912772	1.02
tpcds_q26/duckdb:vortex-file-compressed	39271158	40241936	0.98
tpcds_q27/duckdb:vortex-file-compressed	86806854	86397392	1.00
tpcds_q28/duckdb:vortex-file-compressed	37364390	36843613	1.01
tpcds_q29/duckdb:vortex-file-compressed	36560944	35762016	1.02
tpcds_q30/duckdb:vortex-file-compressed	29136371	30773598	0.95
tpcds_q31/duckdb:vortex-file-compressed	28576608	29132968	0.98
tpcds_q32/duckdb:vortex-file-compressed	16489601	17612025	0.94
tpcds_q33/duckdb:vortex-file-compressed	63460044	63167214	1.00
tpcds_q34/duckdb:vortex-file-compressed	19360632	18336346	1.06
tpcds_q35/duckdb:vortex-file-compressed	68285359	70505957	0.97
tpcds_q36/duckdb:vortex-file-compressed	27415673	28378777	0.97
tpcds_q37/duckdb:vortex-file-compressed	21327999	21807971	0.98
tpcds_q38/duckdb:vortex-file-compressed	44170334	40586463	1.09
tpcds_q39/duckdb:vortex-file-compressed	45507182	44179198	1.03
tpcds_q40/duckdb:vortex-file-compressed	24979868	24370578	1.03
tpcds_q41/duckdb:vortex-file-compressed	13146435	13099718	1.00
tpcds_q42/duckdb:vortex-file-compressed	12208231	11502483	1.06
tpcds_q43/duckdb:vortex-file-compressed	31535042	31051263	1.02
tpcds_q44/duckdb:vortex-file-compressed	23170114	23736527	0.98
tpcds_q45/duckdb:vortex-file-compressed	28151241	26782061	1.05
tpcds_q46/duckdb:vortex-file-compressed	47805341	47779051	1.00
tpcds_q47/duckdb:vortex-file-compressed	49911973	50220622	0.99
tpcds_q48/duckdb:vortex-file-compressed	38551839	38596274	1.00
tpcds_q49/duckdb:vortex-file-compressed	29261429	31651447	0.92
tpcds_q50/duckdb:vortex-file-compressed	33409071	33047358	1.01
tpcds_q51/duckdb:vortex-file-compressed	101843181	103541932	0.98
tpcds_q52/duckdb:vortex-file-compressed	12490519	12757693	0.98
tpcds_q53/duckdb:vortex-file-compressed	16888666	17223772	0.98
tpcds_q54/duckdb:vortex-file-compressed	46233308	47259746	0.98
tpcds_q55/duckdb:vortex-file-compressed	11615947	11890285	0.98
tpcds_q56/duckdb:vortex-file-compressed	63761965	62874012	1.01
tpcds_q57/duckdb:vortex-file-compressed	45058887	44771206	1.01
tpcds_q58/duckdb:vortex-file-compressed 🚀	27053234	33645750	0.80
tpcds_q59/duckdb:vortex-file-compressed	81423709	81889776	0.99
tpcds_q60/duckdb:vortex-file-compressed	65679143	66898874	0.98
tpcds_q61/duckdb:vortex-file-compressed	37917708	38284508	0.99
tpcds_q62/duckdb:vortex-file-compressed	17402443	17468059	1.00
tpcds_q63/duckdb:vortex-file-compressed	16871820	17959747	0.94
tpcds_q64/duckdb:vortex-file-compressed	76537695	80934419	0.95
tpcds_q65/duckdb:vortex-file-compressed	23395567	24650133	0.95
tpcds_q66/duckdb:vortex-file-compressed	57356808	56258126	1.02
tpcds_q67/duckdb:vortex-file-compressed	144890155	144738551	1.00
tpcds_q68/duckdb:vortex-file-compressed	39936966	41045681	0.97
tpcds_q69/duckdb:vortex-file-compressed	4275029	43245622	0.99
tpcds_q70/duckdb:vortex-file-compressed	27510446	29333603	0.94
tpcds_q71/duckdb:vortex-file-compressed	20801557	21002484	0.99
tpcds_q72/duckdb:vortex-file-compressed	176231442	178945569	0.98
tpcds_q73/duckdb:vortex-file-compressed	18506779	20128220	0.92
tpcds_q74/duckdb:vortex-file-compressed	46606672	46390097	1.00
tpcds_q75/duckdb:vortex-file-compressed	57069357	60357885	0.95
tpcds_q76/duckdb:vortex-file-compressed 🚀	61591550	69975738	0.88
tpcds_q77/duckdb:vortex-file-compressed 🚨	67930607	60715384	1.12
tpcds_q78/duckdb:vortex-file-compressed	76958683	81320672	0.95
tpcds_q79/duckdb:vortex-file-compressed	36159789	35978187	1.01
tpcds_q80/duckdb:vortex-file-compressed	93558590	92504076	1.01
tpcds_q81/duckdb:vortex-file-compressed	33747569	34761200	0.97
tpcds_q82/duckdb:vortex-file-compressed	21749199	23376432	0.93
tpcds_q83/duckdb:vortex-file-compressed	27595476	28782110	0.96
tpcds_q84/duckdb:vortex-file-compressed	16615640	17390821	0.96
tpcds_q85/duckdb:vortex-file-compressed	47055987	49497976	0.95
tpcds_q86/duckdb:vortex-file-compressed 🚨	19169403	16639485	1.15
tpcds_q87/duckdb:vortex-file-compressed	47125556	43298799	1.09
tpcds_q88/duckdb:vortex-file-compressed	42843044	40536601	1.06
tpcds_q89/duckdb:vortex-file-compressed	17781918	18705563	0.95
tpcds_q90/duckdb:vortex-file-compressed	13772212	14127460	0.97
tpcds_q91/duckdb:vortex-file-compressed	28240164	29491138	0.96
tpcds_q92/duckdb:vortex-file-compressed	14946729	14590229	1.02
tpcds_q93/duckdb:vortex-file-compressed	28841388	29729162	0.97
tpcds_q94/duckdb:vortex-file-compressed	20707194	22299137	0.93
tpcds_q95/duckdb:vortex-file-compressed	160775130	153306631	1.05
tpcds_q96/duckdb:vortex-file-compressed	18447853	18153068	1.02
tpcds_q97/duckdb:vortex-file-compressed	39920547	39991157	1.00
tpcds_q98/duckdb:vortex-file-compressed	18186243	18756331	0.97
tpcds_q99/duckdb:vortex-file-compressed	31033200	31814850	0.98

duckdb / vortex-compact (0.983x ➖, 4↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚀	31835526	35503470	0.90
tpcds_q02/duckdb:vortex-compact	123002545	122167262	1.01
tpcds_q03/duckdb:vortex-compact	52976738	52016142	1.02
tpcds_q04/duckdb:vortex-compact	119929346	118972101	1.01
tpcds_q05/duckdb:vortex-compact	156318070	151368074	1.03
tpcds_q06/duckdb:vortex-compact	42267390	42700550	0.99
tpcds_q07/duckdb:vortex-compact	37383481	39102164	0.96
tpcds_q08/duckdb:vortex-compact	37400458	35709802	1.05
tpcds_q09/duckdb:vortex-compact	56125626	57693860	0.97
tpcds_q10/duckdb:vortex-compact	52408581	55967164	0.94
tpcds_q11/duckdb:vortex-compact	73485514	75138550	0.98
tpcds_q12/duckdb:vortex-compact	18124697	19202458	0.94
tpcds_q13/duckdb:vortex-compact	68033371	69656862	0.98
tpcds_q14/duckdb:vortex-compact	286371680	286088666	1.00
tpcds_q15/duckdb:vortex-compact	45475547	45838631	0.99
tpcds_q16/duckdb:vortex-compact	34315951	35683456	0.96
tpcds_q17/duckdb:vortex-compact	52312713	51326038	1.02
tpcds_q18/duckdb:vortex-compact	58629913	56973975	1.03
tpcds_q19/duckdb:vortex-compact	42033395	42540133	0.99
tpcds_q20/duckdb:vortex-compact	20286387	22028982	0.92
tpcds_q21/duckdb:vortex-compact	28592365	27828136	1.03
tpcds_q22/duckdb:vortex-compact	119053840	114858469	1.04
tpcds_q23/duckdb:vortex-compact	162318051	172456475	0.94
tpcds_q24/duckdb:vortex-compact	76999221	77456755	0.99
tpcds_q25/duckdb:vortex-compact	52795234	52326168	1.01
tpcds_q26/duckdb:vortex-compact	48877400	51516187	0.95
tpcds_q27/duckdb:vortex-compact	139294638	145861107	0.95
tpcds_q28/duckdb:vortex-compact	83809250	87680412	0.96
tpcds_q29/duckdb:vortex-compact	48262528	48565396	0.99
tpcds_q30/duckdb:vortex-compact	35929874	35218238	1.02
tpcds_q31/duckdb:vortex-compact	38296521	37879837	1.01
tpcds_q32/duckdb:vortex-compact	23852151	23143677	1.03
tpcds_q33/duckdb:vortex-compact	135673783	143033278	0.95
tpcds_q34/duckdb:vortex-compact	31179238	31371201	0.99
tpcds_q35/duckdb:vortex-compact	76253339	80589936	0.95
tpcds_q36/duckdb:vortex-compact	36822662	36710365	1.00
tpcds_q37/duckdb:vortex-compact	31748563	30716646	1.03
tpcds_q38/duckdb:vortex-compact 🚀	42730757	47944125	0.89
tpcds_q39/duckdb:vortex-compact	57862957	55260970	1.05
tpcds_q40/duckdb:vortex-compact	28488817	29432734	0.97
tpcds_q41/duckdb:vortex-compact	15933986	16526963	0.96
tpcds_q42/duckdb:vortex-compact	16488239	16460703	1.00
tpcds_q43/duckdb:vortex-compact	38878698	39393826	0.99
tpcds_q44/duckdb:vortex-compact	35700357	35860289	1.00
tpcds_q45/duckdb:vortex-compact	33395768	31454215	1.06
tpcds_q46/duckdb:vortex-compact	62244141	63983312	0.97
tpcds_q47/duckdb:vortex-compact	57149482	57728901	0.99
tpcds_q48/duckdb:vortex-compact	56066110	54695422	1.03
tpcds_q49/duckdb:vortex-compact	41613444	44778852	0.93
tpcds_q50/duckdb:vortex-compact	55920075	57124365	0.98
tpcds_q51/duckdb:vortex-compact	103084003	107949354	0.95
tpcds_q52/duckdb:vortex-compact	16779437	17002229	0.99
tpcds_q53/duckdb:vortex-compact	25234548	25034171	1.01
tpcds_q54/duckdb:vortex-compact	78595266	78977973	1.00
tpcds_q55/duckdb:vortex-compact	16751901	17005682	0.99
tpcds_q56/duckdb:vortex-compact	134067835	136663250	0.98
tpcds_q57/duckdb:vortex-compact	49157215	48727779	1.01
tpcds_q58/duckdb:vortex-compact 🚀	36691806	46108879	0.80
tpcds_q59/duckdb:vortex-compact	102079152	105083901	0.97
tpcds_q60/duckdb:vortex-compact	140443122	139793855	1.00
tpcds_q61/duckdb:vortex-compact	55722450	59555990	0.94
tpcds_q62/duckdb:vortex-compact	20284900	20315058	1.00
tpcds_q63/duckdb:vortex-compact	25265713	24560191	1.03
tpcds_q64/duckdb:vortex-compact	108144478	112620151	0.96
tpcds_q65/duckdb:vortex-compact	30329774	31041292	0.98
tpcds_q66/duckdb:vortex-compact	89082848	91715428	0.97
tpcds_q67/duckdb:vortex-compact	156313920	152880271	1.02
tpcds_q68/duckdb:vortex-compact	59791881	58956826	1.01
tpcds_q69/duckdb:vortex-compact	53598539	54697141	0.98
tpcds_q70/duckdb:vortex-compact	35300272	37095362	0.95
tpcds_q71/duckdb:vortex-compact	27718142	26634155	1.04
tpcds_q72/duckdb:vortex-compact	196639308	194899626	1.01
tpcds_q73/duckdb:vortex-compact	29383258	30343284	0.97
tpcds_q74/duckdb:vortex-compact	56290380	55124441	1.02
tpcds_q75/duckdb:vortex-compact	68900228	67331582	1.02
tpcds_q76/duckdb:vortex-compact	131074550	138018494	0.95
tpcds_q77/duckdb:vortex-compact	131914896	126172063	1.05
tpcds_q78/duckdb:vortex-compact	85306860	88718175	0.96
tpcds_q79/duckdb:vortex-compact	66103437	67349779	0.98
tpcds_q80/duckdb:vortex-compact	159752622	170737556	0.94
tpcds_q81/duckdb:vortex-compact	39398088	40991079	0.96
tpcds_q82/duckdb:vortex-compact	31499650	32745452	0.96
tpcds_q83/duckdb:vortex-compact	44674793	45673698	0.98
tpcds_q84/duckdb:vortex-compact	21596098	22065443	0.98
tpcds_q85/duckdb:vortex-compact	58079313	60673732	0.96
tpcds_q86/duckdb:vortex-compact 🚀	19925146	24133003	0.83
tpcds_q87/duckdb:vortex-compact	48657287	49319871	0.99
tpcds_q88/duckdb:vortex-compact	42554561	43314538	0.98
tpcds_q89/duckdb:vortex-compact	25109298	26265574	0.96
tpcds_q90/duckdb:vortex-compact	15030793	15635220	0.96
tpcds_q91/duckdb:vortex-compact	46177133	46878249	0.99
tpcds_q92/duckdb:vortex-compact	21720097	20684752	1.05
tpcds_q93/duckdb:vortex-compact	34501668	34911102	0.99
tpcds_q94/duckdb:vortex-compact	25345002	25108134	1.01
tpcds_q95/duckdb:vortex-compact	156840377	145120279	1.08
tpcds_q96/duckdb:vortex-compact	17852296	17882311	1.00
tpcds_q97/duckdb:vortex-compact	40993082	43857051	0.93
tpcds_q98/duckdb:vortex-compact	24092729	24632507	0.98
tpcds_q99/duckdb:vortex-compact	33401180	33849722	0.99

duckdb / parquet (1.005x ➖, 0↑ 1↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	45267393	43783423	1.03
tpcds_q02/duckdb:parquet	60834558	57535133	1.06
tpcds_q03/duckdb:parquet	11883107	11689064	1.02
tpcds_q04/duckdb:parquet	123900025	124034211	1.00
tpcds_q05/duckdb:parquet	71441299	69865861	1.02
tpcds_q06/duckdb:parquet	28653624	28585420	1.00
tpcds_q07/duckdb:parquet	23039966	23015240	1.00
tpcds_q08/duckdb:parquet	27727927	27861935	1.00
tpcds_q09/duckdb:parquet	39615295	39404209	1.01
tpcds_q10/duckdb:parquet	34637049	34266942	1.01
tpcds_q11/duckdb:parquet	88130323	85690908	1.03
tpcds_q12/duckdb:parquet	13846048	14875893	0.93
tpcds_q13/duckdb:parquet	33944310	33702803	1.01
tpcds_q14/duckdb:parquet	156012151	158631066	0.98
tpcds_q15/duckdb:parquet	30376869	30163365	1.01
tpcds_q16/duckdb:parquet	21484557	22274144	0.96
tpcds_q17/duckdb:parquet	38083394	38033599	1.00
tpcds_q18/duckdb:parquet	46871321	45959449	1.02
tpcds_q19/duckdb:parquet	29470645	28590444	1.03
tpcds_q20/duckdb:parquet	15063860	15116696	1.00
tpcds_q21/duckdb:parquet	12142796	11987784	1.01
tpcds_q22/duckdb:parquet	68890109	66269477	1.04
tpcds_q23/duckdb:parquet	118847576	113367350	1.05
tpcds_q24/duckdb:parquet	45216872	45564930	0.99
tpcds_q25/duckdb:parquet	32730110	32625824	1.00
tpcds_q26/duckdb:parquet	37146927	36166272	1.03
tpcds_q27/duckdb:parquet	89109362	88172444	1.01
tpcds_q28/duckdb:parquet	36287730	37417501	0.97
tpcds_q29/duckdb:parquet	35693648	35939902	0.99
tpcds_q30/duckdb:parquet	39491833	39274807	1.01
tpcds_q31/duckdb:parquet	24183259	22415379	1.08
tpcds_q32/duckdb:parquet 🚨	11668571	10482002	1.11
tpcds_q33/duckdb:parquet	68844848	70536054	0.98
tpcds_q34/duckdb:parquet	21679153	21077893	1.03
tpcds_q35/duckdb:parquet	59865160	59639317	1.00
tpcds_q36/duckdb:parquet	20297688	20448793	0.99
tpcds_q37/duckdb:parquet	13324559	13531770	0.98
tpcds_q38/duckdb:parquet	33714167	33264786	1.01
tpcds_q39/duckdb:parquet	32227599	31717903	1.02
tpcds_q40/duckdb:parquet	18007561	18076164	1.00
tpcds_q41/duckdb:parquet	7531674	7546760	1.00
tpcds_q42/duckdb:parquet	10393370	10210539	1.02
tpcds_q43/duckdb:parquet	15280527	15646512	0.98
tpcds_q44/duckdb:parquet	22173727	21282212	1.04
tpcds_q45/duckdb:parquet	26519167	26779488	0.99
tpcds_q46/duckdb:parquet	45632074	45217976	1.01
tpcds_q47/duckdb:parquet	45205924	46065562	0.98
tpcds_q48/duckdb:parquet	29947162	30131002	0.99
tpcds_q49/duckdb:parquet	24459746	25449892	0.96
tpcds_q50/duckdb:parquet	24269546	24870140	0.98
tpcds_q51/duckdb:parquet	94124118	94889315	0.99
tpcds_q52/duckdb:parquet	10916537	11137110	0.98
tpcds_q53/duckdb:parquet	16247384	16254372	1.00
tpcds_q54/duckdb:parquet	40478139	39960735	1.01
tpcds_q55/duckdb:parquet	10514235	10789869	0.97
tpcds_q56/duckdb:parquet	67621680	70348881	0.96
tpcds_q57/duckdb:parquet	34039994	35357292	0.96
tpcds_q58/duckdb:parquet	21088625	21067676	1.00
tpcds_q59/duckdb:parquet	36724295	36491741	1.01
tpcds_q60/duckdb:parquet	71516386	71392859	1.00
tpcds_q61/duckdb:parquet	30860986	30237773	1.02
tpcds_q62/duckdb:parquet	11977005	12115250	0.99
tpcds_q63/duckdb:parquet	15022628	15262405	0.98
tpcds_q64/duckdb:parquet	73542545	73082104	1.01
tpcds_q65/duckdb:parquet	19798325	20209630	0.98
tpcds_q66/duckdb:parquet	52990969	54373105	0.97
tpcds_q67/duckdb:parquet	136972358	135876402	1.01
tpcds_q68/duckdb:parquet	38476835	37392420	1.03
tpcds_q69/duckdb:parquet	37320117	37621928	0.99
tpcds_q70/duckdb:parquet	20045319	19768247	1.01
tpcds_q71/duckdb:parquet	17751338	17347489	1.02
tpcds_q72/duckdb:parquet	164602149	164692129	1.00
tpcds_q73/duckdb:parquet	17744856	17863357	0.99
tpcds_q74/duckdb:parquet	49981069	48128417	1.04
tpcds_q75/duckdb:parquet	53795643	53730471	1.00
tpcds_q76/duckdb:parquet	69643396	70806236	0.98
tpcds_q77/duckdb:parquet	61542297	62551893	0.98
tpcds_q78/duckdb:parquet	77498516	74477642	1.04
tpcds_q79/duckdb:parquet	27144952	27247789	1.00
tpcds_q80/duckdb:parquet	81869296	84077878	0.97
tpcds_q81/duckdb:parquet	47706802	46464691	1.03
tpcds_q82/duckdb:parquet	15277848	15568786	0.98
tpcds_q83/duckdb:parquet	15943704	15965173	1.00
tpcds_q84/duckdb:parquet	19540679	18848969	1.04
tpcds_q85/duckdb:parquet	40218189	39813090	1.01
tpcds_q86/duckdb:parquet	12116096	11905051	1.02
tpcds_q87/duckdb:parquet	36558892	36550711	1.00
tpcds_q88/duckdb:parquet	29272904	29712877	0.99
tpcds_q89/duckdb:parquet	17070105	17368814	0.98
tpcds_q90/duckdb:parquet	8008980	7457511	1.07
tpcds_q91/duckdb:parquet	24083306	23418890	1.03
tpcds_q92/duckdb:parquet	11311190	11445757	0.99
tpcds_q93/duckdb:parquet	30190711	29726260	1.02
tpcds_q94/duckdb:parquet	15446730	15924719	0.97
tpcds_q95/duckdb:parquet	140166271	142414131	0.98
tpcds_q96/duckdb:parquet	8992259	9407922	0.96
tpcds_q97/duckdb:parquet	34344107	31593990	1.09
tpcds_q98/duckdb:parquet	18632338	17809353	1.05
tpcds_q99/duckdb:parquet	19845179	19712707	1.01

duckdb / duckdb (0.985x ➖, 8↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20024241	20046120	1.00
tpcds_q02/duckdb:duckdb	19199056	17853236	1.08
tpcds_q03/duckdb:duckdb	8674208	8073278	1.07
tpcds_q04/duckdb:duckdb	159177615	161669123	0.98
tpcds_q05/duckdb:duckdb	18555403	18522993	1.00
tpcds_q06/duckdb:duckdb	22499923	22453650	1.00
tpcds_q07/duckdb:duckdb	38293102	38369918	1.00
tpcds_q08/duckdb:duckdb	119895560	120384831	1.00
tpcds_q09/duckdb:duckdb	19509749	19969694	0.98
tpcds_q10/duckdb:duckdb	23204932	23193690	1.00
tpcds_q11/duckdb:duckdb	137032454	138387375	0.99
tpcds_q12/duckdb:duckdb	10989723	11465982	0.96
tpcds_q13/duckdb:duckdb	23751340	23599252	1.01
tpcds_q14/duckdb:duckdb	94149005	91696087	1.03
tpcds_q15/duckdb:duckdb	24495292	24076458	1.02
tpcds_q16/duckdb:duckdb	17265465	16326265	1.06
tpcds_q17/duckdb:duckdb	20689637	21166477	0.98
tpcds_q18/duckdb:duckdb	43146887	43054464	1.00
tpcds_q19/duckdb:duckdb	15686955	16056662	0.98
tpcds_q20/duckdb:duckdb	11535086	11772028	0.98
tpcds_q21/duckdb:duckdb	6290476	6390741	0.98
tpcds_q22/duckdb:duckdb	62657700	60817012	1.03
tpcds_q23/duckdb:duckdb	69838128	75985628	0.92
tpcds_q24/duckdb:duckdb 🚀	22148273	26417508	0.84
tpcds_q25/duckdb:duckdb	17735315	17081383	1.04
tpcds_q26/duckdb:duckdb	26176080	24474899	1.07
tpcds_q27/duckdb:duckdb	38438683	38246388	1.01
tpcds_q28/duckdb:duckdb	20989377	20933679	1.00
tpcds_q29/duckdb:duckdb	20525160	19902451	1.03
tpcds_q30/duckdb:duckdb	26890194	29326670	0.92
tpcds_q31/duckdb:duckdb	20327554	20315831	1.00
tpcds_q32/duckdb:duckdb	6739835	6484126	1.04
tpcds_q33/duckdb:duckdb	11943157	12635652	0.95
tpcds_q34/duckdb:duckdb 🚀	14032884	16898979	0.83
tpcds_q35/duckdb:duckdb 🚀	30133179	33688125	0.89
tpcds_q36/duckdb:duckdb	66468729	68156465	0.98
tpcds_q37/duckdb:duckdb	7733991	7584801	1.02
tpcds_q38/duckdb:duckdb 🚀	29179299	33015274	0.88
tpcds_q39/duckdb:duckdb	26486286	25715000	1.03
tpcds_q40/duckdb:duckdb	12828417	13512343	0.95
tpcds_q41/duckdb:duckdb	7786020	8512817	0.91
tpcds_q42/duckdb:duckdb	6050637	6456498	0.94
tpcds_q43/duckdb:duckdb	11052736	11123810	0.99
tpcds_q44/duckdb:duckdb	13061563	13307092	0.98
tpcds_q45/duckdb:duckdb	16615653	16761412	0.99
tpcds_q46/duckdb:duckdb	35532006	38507366	0.92
tpcds_q47/duckdb:duckdb	40852368	40615402	1.01
tpcds_q48/duckdb:duckdb	22189036	21602530	1.03
tpcds_q49/duckdb:duckdb	16028438	15551283	1.03
tpcds_q50/duckdb:duckdb	13482053	13969066	0.97
tpcds_q51/duckdb:duckdb	88859559	89144174	1.00
tpcds_q52/duckdb:duckdb	6999273	7241429	0.97
tpcds_q53/duckdb:duckdb	11795178	11501891	1.03
tpcds_q54/duckdb:duckdb	15951496	16864717	0.95
tpcds_q55/duckdb:duckdb	6550284	6723413	0.97
tpcds_q56/duckdb:duckdb	13666374	12806692	1.07
tpcds_q57/duckdb:duckdb	30268662	30207187	1.00
tpcds_q58/duckdb:duckdb	12300441	12835533	0.96
tpcds_q59/duckdb:duckdb	33995454	33840268	1.00
tpcds_q60/duckdb:duckdb	14349543	14067246	1.02
tpcds_q61/duckdb:duckdb	13819298	14183690	0.97
tpcds_q62/duckdb:duckdb	8901277	9070846	0.98
tpcds_q63/duckdb:duckdb	10701348	11178649	0.96
tpcds_q64/duckdb:duckdb	51472967	51645027	1.00
tpcds_q65/duckdb:duckdb 🚨	34395110	29961260	1.15
tpcds_q66/duckdb:duckdb 🚀	23592555	26242113	0.90
tpcds_q67/duckdb:duckdb	127647209	128164246	1.00
tpcds_q68/duckdb:duckdb 🚀	24191508	27291761	0.89
tpcds_q69/duckdb:duckdb	23786438	24126870	0.99
tpcds_q70/duckdb:duckdb	13610609	13880911	0.98
tpcds_q71/duckdb:duckdb	11518304	12768063	0.90
tpcds_q72/duckdb:duckdb	40900102	42191669	0.97
tpcds_q73/duckdb:duckdb	10636740	10189410	1.04
tpcds_q74/duckdb:duckdb	98629794	99465994	0.99
tpcds_q75/duckdb:duckdb	42078742	41714938	1.01
tpcds_q76/duckdb:duckdb	11814480	11963253	0.99
tpcds_q77/duckdb:duckdb	11728447	11449221	1.02
tpcds_q78/duckdb:duckdb	61825885	62506555	0.99
tpcds_q79/duckdb:duckdb 🚀	17839255	20042877	0.89
tpcds_q80/duckdb:duckdb	28045245	26815389	1.05
tpcds_q81/duckdb:duckdb	38544975	37062292	1.04
tpcds_q82/duckdb:duckdb	8310203	7975486	1.04
tpcds_q83/duckdb:duckdb	8784150	9421731	0.93
tpcds_q84/duckdb:duckdb 🚀	13880737	16118466	0.86
tpcds_q85/duckdb:duckdb	23588950	24790478	0.95
tpcds_q86/duckdb:duckdb	10163616	10084372	1.01
tpcds_q87/duckdb:duckdb	34300938	34281478	1.00
tpcds_q88/duckdb:duckdb	23794388	24089081	0.99
tpcds_q89/duckdb:duckdb	12833647	12825303	1.00
tpcds_q90/duckdb:duckdb	5541479	5401967	1.03
tpcds_q91/duckdb:duckdb	12289663	12724750	0.97
tpcds_q92/duckdb:duckdb	8291627	8668347	0.96
tpcds_q93/duckdb:duckdb	20234641	22387368	0.90
tpcds_q94/duckdb:duckdb	12224020	11810193	1.04
tpcds_q95/duckdb:duckdb 🚨	127300945	110985356	1.15
tpcds_q96/duckdb:duckdb	4310752	4312340	1.00
tpcds_q97/duckdb:duckdb	29449163	30098918	0.98
tpcds_q98/duckdb:duckdb	12568084	13874197	0.91
tpcds_q99/duckdb:duckdb	16026877	16000178	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+0.7%	+0.7%	-0.0%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+6.9%	+0.7%	+6.2%	+10.0%	➖ noise
1	duckdb:duckdb	-0.1%	+0.7%	-0.8%	+10.0%	➖ noise
1	duckdb:vortex-compact	-10.3%	+0.7%	-10.9%	+10.0%	✅ faster
1	duckdb:vortex-file-compressed	+9.7%	+0.7%	+9.0%	+12.3%	➖ noise
2	datafusion:vortex-compact	-2.6%	+2.9%	-5.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.7%	+2.9%	-4.4%	+10.3%	➖ noise
2	duckdb:duckdb	+7.5%	+2.9%	+4.5%	+12.2%	➖ noise
2	duckdb:vortex-compact	+0.7%	+2.9%	-2.1%	+10.4%	➖ noise
2	duckdb:vortex-file-compressed	-2.5%	+2.9%	-5.2%	+11.7%	➖ noise
3	datafusion:vortex-compact	-0.3%	-0.7%	+0.4%	+10.2%	➖ noise
3	datafusion:vortex-file-compressed	+0.1%	-0.7%	+0.9%	+10.5%	➖ noise
3	duckdb:duckdb	+7.4%	-0.7%	+8.2%	+18.9%	➖ noise
3	duckdb:vortex-compact	+1.8%	-0.7%	+2.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-11.1%	-0.7%	-10.5%	+11.1%	✅ faster
4	datafusion:vortex-compact	-1.9%	-2.2%	+0.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.0%	-2.2%	+1.3%	+10.0%	➖ noise
4	duckdb:duckdb	-1.5%	-2.2%	+0.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.8%	-2.2%	+3.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.4%	-2.2%	+0.8%	+10.0%	➖ noise
5	datafusion:vortex-compact	-1.0%	+0.9%	-1.9%	+13.4%	➖ noise
5	datafusion:vortex-file-compressed	+3.1%	+0.9%	+2.2%	+11.8%	➖ noise
5	duckdb:duckdb	+0.2%	+0.9%	-0.7%	+19.1%	➖ noise
5	duckdb:vortex-compact	+3.3%	+0.9%	+2.4%	+15.5%	➖ noise
5	duckdb:vortex-file-compressed	-9.9%	+0.9%	-10.7%	+10.0%	✅ faster
6	datafusion:vortex-compact	+2.1%	+1.5%	+0.6%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.2%	+1.5%	-2.7%	+10.0%	➖ noise
6	duckdb:duckdb	+0.2%	+1.5%	-1.3%	+14.7%	➖ noise
6	duckdb:vortex-compact	-1.0%	+1.5%	-2.5%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+3.6%	+1.5%	+2.0%	+10.0%	➖ noise
7	datafusion:vortex-compact	-3.7%	+0.8%	-4.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.1%	+0.8%	+0.3%	+10.0%	➖ noise
7	duckdb:duckdb	-0.2%	+0.8%	-1.0%	+22.0%	➖ noise
7	duckdb:vortex-compact	-4.4%	+0.8%	-5.1%	+12.6%	➖ noise
7	duckdb:vortex-file-compressed	+2.1%	+0.8%	+1.3%	+14.0%	➖ noise
8	datafusion:vortex-compact	-0.3%	+3.7%	-3.8%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+8.0%	+3.7%	+4.2%	+10.0%	➖ noise
8	duckdb:duckdb	-0.4%	+3.7%	-3.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	+4.7%	+3.7%	+1.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.6%	+3.7%	-5.0%	+11.0%	➖ noise
9	datafusion:vortex-compact	-1.3%	+3.3%	-4.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-3.2%	+3.3%	-6.3%	+10.0%	➖ noise
9	duckdb:duckdb	-2.3%	+3.3%	-5.4%	+10.0%	➖ noise
9	duckdb:vortex-compact	-2.7%	+3.3%	-5.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.7%	+3.3%	-2.5%	+11.2%	➖ noise
10	datafusion:vortex-compact	+1.4%	+2.1%	-0.8%	+10.9%	➖ noise
10	datafusion:vortex-file-compressed	+0.3%	+2.1%	-1.8%	+10.0%	➖ noise
10	duckdb:duckdb	+0.0%	+2.1%	-2.0%	+10.2%	➖ noise
10	duckdb:vortex-compact	-6.4%	+2.1%	-8.3%	+12.6%	➖ noise
10	duckdb:vortex-file-compressed	+5.9%	+2.1%	+3.7%	+10.0%	➖ noise
11	datafusion:vortex-compact	-2.0%	+4.7%	-6.3%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.8%	+4.7%	-6.2%	+10.0%	➖ noise
11	duckdb:duckdb	-1.0%	+4.7%	-5.4%	+10.0%	➖ noise
11	duckdb:vortex-compact	-2.2%	+4.7%	-6.6%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.1%	+4.7%	-5.6%	+10.0%	➖ noise
12	datafusion:vortex-compact	+1.3%	-8.2%	+10.4%	+12.2%	➖ noise
12	datafusion:vortex-file-compressed	+2.0%	-8.2%	+11.2%	+11.7%	➖ noise
12	duckdb:duckdb	-4.2%	-8.2%	+4.4%	+10.6%	➖ noise
12	duckdb:vortex-compact	-5.6%	-8.2%	+2.8%	+12.3%	➖ noise
12	duckdb:vortex-file-compressed	+0.0%	-8.2%	+9.0%	+12.1%	➖ noise
13	datafusion:vortex-compact	-3.4%	+0.8%	-4.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.0%	+0.8%	-0.8%	+10.0%	➖ noise
13	duckdb:duckdb	+0.6%	+0.8%	-0.2%	+10.0%	➖ noise
13	duckdb:vortex-compact	-2.3%	+0.8%	-3.1%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+3.6%	+0.8%	+2.7%	+10.0%	➖ noise
14	datafusion:vortex-compact	+4.5%	-2.4%	+7.1%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.2%	-2.4%	+2.7%	+10.0%	➖ noise
14	duckdb:duckdb	+2.7%	-2.4%	+5.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.1%	-2.4%	+2.6%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.1%	-2.4%	+3.6%	+10.0%	➖ noise
15	datafusion:vortex-compact	-2.6%	-1.6%	-1.0%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.6%	-1.6%	+3.2%	+10.0%	➖ noise
15	duckdb:duckdb	+1.7%	-1.6%	+3.4%	+11.2%	➖ noise
15	duckdb:vortex-compact	-0.8%	-1.6%	+0.8%	+16.9%	➖ noise
15	duckdb:vortex-file-compressed	-1.8%	-1.6%	-0.3%	+10.0%	➖ noise
16	datafusion:vortex-compact	-0.4%	-3.9%	+3.7%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-2.9%	-3.9%	+1.1%	+10.0%	➖ noise
16	duckdb:duckdb	+5.8%	-3.9%	+10.1%	+10.8%	➖ noise
16	duckdb:vortex-compact	-3.8%	-3.9%	+0.1%	+10.4%	➖ noise
16	duckdb:vortex-file-compressed	-0.7%	-3.9%	+3.4%	+10.0%	➖ noise
17	datafusion:vortex-compact	-1.2%	+0.9%	-2.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.0%	+0.9%	+0.1%	+10.0%	➖ noise
17	duckdb:duckdb	-2.3%	+0.9%	-3.2%	+10.0%	➖ noise
17	duckdb:vortex-compact	+1.9%	+0.9%	+1.0%	+10.8%	➖ noise
17	duckdb:vortex-file-compressed	-1.3%	+0.9%	-2.2%	+10.0%	➖ noise
18	datafusion:vortex-compact	-1.1%	+3.1%	-4.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.7%	+3.1%	-5.6%	+10.0%	➖ noise
18	duckdb:duckdb	+0.2%	+3.1%	-2.8%	+10.0%	➖ noise
18	duckdb:vortex-compact	+2.9%	+3.1%	-0.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-2.7%	+3.1%	-5.7%	+10.0%	➖ noise
19	datafusion:vortex-compact	+2.7%	+2.1%	+0.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+3.8%	+2.1%	+1.7%	+10.0%	➖ noise
19	duckdb:duckdb	-2.3%	+2.1%	-4.3%	+10.6%	➖ noise
19	duckdb:vortex-compact	-1.2%	+2.1%	-3.2%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.1%	+2.1%	-2.1%	+10.0%	➖ noise
20	datafusion:vortex-compact	+1.5%	-2.4%	+3.9%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+5.0%	-2.4%	+7.5%	+10.0%	➖ noise
20	duckdb:duckdb	-2.0%	-2.4%	+0.3%	+12.3%	➖ noise
20	duckdb:vortex-compact	-7.9%	-2.4%	-5.7%	+15.8%	➖ noise
20	duckdb:vortex-file-compressed	-6.8%	-2.4%	-4.6%	+20.3%	➖ noise
21	datafusion:vortex-compact	-2.5%	-1.0%	-1.5%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+1.8%	-1.0%	+2.8%	+10.2%	➖ noise
21	duckdb:duckdb	-1.6%	-1.0%	-0.6%	+17.8%	➖ noise
21	duckdb:vortex-compact	+2.7%	-1.0%	+3.8%	+13.0%	➖ noise
21	duckdb:vortex-file-compressed	+3.9%	-1.0%	+5.0%	+16.9%	➖ noise
22	datafusion:vortex-compact	+2.2%	+5.6%	-3.2%	+12.0%	➖ noise
22	datafusion:vortex-file-compressed	-0.5%	+5.6%	-5.8%	+16.2%	➖ noise
22	duckdb:duckdb	+3.0%	+5.6%	-2.4%	+12.2%	➖ noise
22	duckdb:vortex-compact	+3.7%	+5.6%	-1.8%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+1.8%	+5.6%	-3.6%	+13.3%	➖ noise
23	datafusion:vortex-compact	-0.2%	+2.1%	-2.3%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	-0.7%	+2.1%	-2.7%	+10.0%	➖ noise
23	duckdb:duckdb	-8.1%	+2.1%	-10.0%	+14.4%	➖ noise
23	duckdb:vortex-compact	-5.9%	+2.1%	-7.8%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+1.1%	+2.1%	-1.0%	+10.0%	➖ noise
24	datafusion:vortex-compact	-2.0%	+0.6%	-2.6%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-1.5%	+0.6%	-2.1%	+10.0%	➖ noise
24	duckdb:duckdb	-16.2%	+0.6%	-16.6%	+10.0%	✅ faster
24	duckdb:vortex-compact	-0.6%	+0.6%	-1.1%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+0.2%	+0.6%	-0.3%	+10.0%	➖ noise
25	datafusion:vortex-compact	+0.1%	-1.1%	+1.3%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	-2.4%	-1.1%	-1.3%	+10.0%	➖ noise
25	duckdb:duckdb	+3.8%	-1.1%	+5.0%	+11.7%	➖ noise
25	duckdb:vortex-compact	+0.9%	-1.1%	+2.0%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+2.1%	-1.1%	+3.3%	+10.0%	➖ noise
26	datafusion:vortex-compact	-0.3%	-0.9%	+0.6%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-0.1%	-0.9%	+0.8%	+10.0%	➖ noise
26	duckdb:duckdb	+7.0%	-0.9%	+7.9%	+13.0%	➖ noise
26	duckdb:vortex-compact	-5.1%	-0.9%	-4.3%	+14.7%	➖ noise
26	duckdb:vortex-file-compressed	-2.4%	-0.9%	-1.5%	+10.0%	➖ noise
27	datafusion:vortex-compact	-2.2%	-0.0%	-2.2%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+1.9%	-0.0%	+1.9%	+10.0%	➖ noise
27	duckdb:duckdb	+0.5%	-0.0%	+0.5%	+15.0%	➖ noise
27	duckdb:vortex-compact	-4.5%	-0.0%	-4.5%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+0.5%	-0.0%	+0.5%	+10.0%	➖ noise
28	datafusion:vortex-compact	-0.0%	-0.9%	+0.9%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-2.2%	-0.9%	-1.3%	+10.0%	➖ noise
28	duckdb:duckdb	+0.3%	-0.9%	+1.2%	+10.0%	➖ noise
28	duckdb:vortex-compact	-4.4%	-0.9%	-3.5%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+1.4%	-0.9%	+2.4%	+10.0%	➖ noise
29	datafusion:vortex-compact	+0.6%	-1.5%	+2.1%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+2.3%	-1.5%	+3.9%	+10.0%	➖ noise
29	duckdb:duckdb	+3.1%	-1.5%	+4.7%	+10.8%	➖ noise
29	duckdb:vortex-compact	-0.6%	-1.5%	+0.9%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+2.2%	-1.5%	+3.8%	+10.2%	➖ noise
30	datafusion:vortex-compact	+0.9%	+1.6%	-0.8%	+13.0%	➖ noise
30	datafusion:vortex-file-compressed	-4.3%	+1.6%	-5.8%	+10.0%	➖ noise
30	duckdb:duckdb	-8.3%	+1.6%	-9.8%	+10.0%	✅ faster
30	duckdb:vortex-compact	+2.0%	+1.6%	+0.4%	+12.7%	➖ noise
30	duckdb:vortex-file-compressed	-5.3%	+1.6%	-6.8%	+10.0%	➖ noise
31	datafusion:vortex-compact	-1.0%	+3.1%	-3.9%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.2%	+3.1%	-1.8%	+10.0%	➖ noise
31	duckdb:duckdb	+0.1%	+3.1%	-2.9%	+10.6%	➖ noise
31	duckdb:vortex-compact	+1.1%	+3.1%	-1.9%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-1.9%	+3.1%	-4.8%	+12.1%	➖ noise
32	datafusion:vortex-compact	-1.0%	+7.5%	-7.9%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-0.1%	+7.5%	-7.1%	+11.0%	➖ noise
32	duckdb:duckdb	+3.9%	+7.5%	-3.3%	+21.2%	➖ noise
32	duckdb:vortex-compact	+3.1%	+7.5%	-4.1%	+14.3%	➖ noise
32	duckdb:vortex-file-compressed	-6.4%	+7.5%	-12.9%	+12.2%	✅ faster
33	datafusion:vortex-compact	-1.0%	-1.8%	+0.8%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-3.9%	-1.8%	-2.1%	+10.0%	➖ noise
33	duckdb:duckdb	-5.5%	-1.8%	-3.8%	+15.7%	➖ noise
33	duckdb:vortex-compact	-5.1%	-1.8%	-3.4%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+0.5%	-1.8%	+2.3%	+11.3%	➖ noise
34	datafusion:vortex-compact	+1.8%	-2.4%	+4.4%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-1.3%	-2.4%	+1.1%	+10.0%	➖ noise
34	duckdb:duckdb	-17.0%	-2.4%	-14.9%	+10.6%	✅ faster
34	duckdb:vortex-compact	-0.6%	-2.4%	+1.9%	+15.8%	➖ noise
34	duckdb:vortex-file-compressed	+5.6%	-2.4%	+8.2%	+11.4%	➖ noise
35	datafusion:vortex-compact	+4.0%	+0.5%	+3.4%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+1.0%	+0.5%	+0.5%	+10.0%	➖ noise
35	duckdb:duckdb	-10.6%	+0.5%	-11.0%	+15.2%	➖ noise
35	duckdb:vortex-compact	-5.4%	+0.5%	-5.9%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-3.1%	+0.5%	-3.7%	+10.0%	➖ noise
36	datafusion:vortex-compact	-0.0%	-1.5%	+1.5%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+0.3%	-1.5%	+1.9%	+10.0%	➖ noise
36	duckdb:duckdb	-2.5%	-1.5%	-0.9%	+10.0%	➖ noise
36	duckdb:vortex-compact	+0.3%	-1.5%	+1.9%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	-3.4%	-1.5%	-1.9%	+10.0%	➖ noise
37	datafusion:vortex-compact	+2.7%	+1.1%	+1.6%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+0.2%	+1.1%	-0.9%	+10.0%	➖ noise
37	duckdb:duckdb	+2.0%	+1.1%	+0.8%	+12.4%	➖ noise
37	duckdb:vortex-compact	+3.4%	+1.1%	+2.2%	+10.1%	➖ noise
37	duckdb:vortex-file-compressed	-2.2%	+1.1%	-3.3%	+11.2%	➖ noise
38	datafusion:vortex-compact	-0.1%	+1.6%	-1.7%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+0.3%	+1.6%	-1.3%	+10.0%	➖ noise
38	duckdb:duckdb	-11.6%	+1.6%	-13.0%	+12.6%	✅ faster
38	duckdb:vortex-compact	-10.9%	+1.6%	-12.3%	+11.8%	✅ faster
38	duckdb:vortex-file-compressed	+8.8%	+1.6%	+7.1%	+18.0%	➖ noise
39	datafusion:vortex-compact	+2.0%	+0.9%	+1.1%	+10.7%	➖ noise
39	datafusion:vortex-file-compressed	+12.0%	+0.9%	+11.0%	+12.0%	➖ noise
39	duckdb:duckdb	+3.0%	+0.9%	+2.1%	+13.7%	➖ noise
39	duckdb:vortex-compact	+4.7%	+0.9%	+3.8%	+16.3%	➖ noise
39	duckdb:vortex-file-compressed	+3.0%	+0.9%	+2.1%	+16.8%	➖ noise
40	datafusion:vortex-compact	+1.5%	-1.2%	+2.8%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+2.1%	-1.2%	+3.3%	+10.0%	➖ noise
40	duckdb:duckdb	-5.1%	-1.2%	-3.9%	+17.3%	➖ noise
40	duckdb:vortex-compact	-3.2%	-1.2%	-2.0%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	+2.5%	-1.2%	+3.8%	+14.4%	➖ noise
41	datafusion:vortex-compact	+0.3%	-3.6%	+4.0%	+12.3%	➖ noise
41	datafusion:vortex-file-compressed	+2.6%	-3.6%	+6.4%	+11.8%	➖ noise
41	duckdb:duckdb	-8.5%	-3.6%	-5.2%	+12.5%	➖ noise
41	duckdb:vortex-compact	-3.6%	-3.6%	-0.0%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+0.4%	-3.6%	+4.1%	+10.0%	➖ noise
42	datafusion:vortex-compact	-1.2%	+1.3%	-2.5%	+10.1%	➖ noise
42	datafusion:vortex-file-compressed	+2.2%	+1.3%	+0.9%	+12.0%	➖ noise
42	duckdb:duckdb	-6.3%	+1.3%	-7.5%	+19.1%	➖ noise
42	duckdb:vortex-compact	+0.2%	+1.3%	-1.2%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	+6.1%	+1.3%	+4.7%	+15.3%	➖ noise
43	datafusion:vortex-compact	-0.9%	-2.3%	+1.4%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+1.1%	-2.3%	+3.5%	+10.0%	➖ noise
43	duckdb:duckdb	-0.6%	-2.3%	+1.7%	+10.0%	➖ noise
43	duckdb:vortex-compact	-1.3%	-2.3%	+1.0%	+10.0%	➖ noise
43	duckdb:vortex-file-compressed	+1.6%	-2.3%	+3.9%	+18.8%	➖ noise
44	datafusion:vortex-compact	-0.7%	+2.0%	-2.7%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+1.3%	+2.0%	-0.7%	+10.0%	➖ noise
44	duckdb:duckdb	-1.8%	+2.0%	-3.8%	+10.5%	➖ noise
44	duckdb:vortex-compact	-0.4%	+2.0%	-2.4%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-2.4%	+2.0%	-4.3%	+12.7%	➖ noise
45	datafusion:vortex-compact	-1.1%	-1.0%	-0.0%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-0.5%	-1.0%	+0.6%	+10.0%	➖ noise
45	duckdb:duckdb	-0.9%	-1.0%	+0.2%	+11.8%	➖ noise
45	duckdb:vortex-compact	+6.2%	-1.0%	+7.3%	+13.1%	➖ noise
45	duckdb:vortex-file-compressed	+5.1%	-1.0%	+6.2%	+10.0%	➖ noise
46	datafusion:vortex-compact	-0.5%	-0.4%	-0.2%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-4.2%	-0.4%	-3.9%	+10.0%	➖ noise
46	duckdb:duckdb	-7.7%	-0.4%	-7.4%	+10.0%	➖ noise
46	duckdb:vortex-compact	-2.7%	-0.4%	-2.3%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+0.1%	-0.4%	+0.4%	+10.0%	➖ noise
47	datafusion:vortex-compact	+2.5%	-1.6%	+4.1%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+1.0%	-1.6%	+2.6%	+10.0%	➖ noise
47	duckdb:duckdb	+0.6%	-1.6%	+2.2%	+10.0%	➖ noise
47	duckdb:vortex-compact	-1.0%	-1.6%	+0.6%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-0.6%	-1.6%	+1.0%	+10.0%	➖ noise
48	datafusion:vortex-compact	-0.2%	+0.9%	-1.1%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-2.3%	+0.9%	-3.2%	+10.1%	➖ noise
48	duckdb:duckdb	+2.7%	+0.9%	+1.8%	+10.0%	➖ noise
48	duckdb:vortex-compact	+2.5%	+0.9%	+1.6%	+20.4%	➖ noise
48	duckdb:vortex-file-compressed	-0.1%	+0.9%	-1.0%	+10.9%	➖ noise
49	datafusion:vortex-compact	-0.4%	-2.5%	+2.1%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	-0.1%	-2.5%	+2.4%	+10.0%	➖ noise
49	duckdb:duckdb	+3.1%	-2.5%	+5.7%	+13.2%	➖ noise
49	duckdb:vortex-compact	-7.1%	-2.5%	-4.7%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	-7.6%	-2.5%	-5.2%	+15.7%	➖ noise
50	datafusion:vortex-compact	-4.4%	-0.7%	-3.7%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-2.3%	-0.7%	-1.5%	+10.0%	➖ noise
50	duckdb:duckdb	-3.5%	-0.7%	-2.8%	+10.7%	➖ noise
50	duckdb:vortex-compact	-2.1%	-0.7%	-1.4%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+1.1%	-0.7%	+1.8%	+10.0%	➖ noise
51	datafusion:vortex-compact	-1.0%	+0.8%	-1.8%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+0.9%	+0.8%	+0.2%	+10.0%	➖ noise
51	duckdb:duckdb	-0.3%	+0.8%	-1.1%	+10.0%	➖ noise
51	duckdb:vortex-compact	-4.5%	+0.8%	-5.2%	+16.3%	➖ noise
51	duckdb:vortex-file-compressed	-1.6%	+0.8%	-2.4%	+16.3%	➖ noise
52	datafusion:vortex-compact	-3.0%	-2.5%	-0.5%	+15.0%	➖ noise
52	datafusion:vortex-file-compressed	-3.2%	-2.5%	-0.8%	+11.5%	➖ noise
52	duckdb:duckdb	-3.3%	-2.5%	-0.9%	+15.8%	➖ noise
52	duckdb:vortex-compact	-1.3%	-2.5%	+1.2%	+14.5%	➖ noise
52	duckdb:vortex-file-compressed	-2.1%	-2.5%	+0.4%	+19.7%	➖ noise
53	datafusion:vortex-compact	-4.6%	-0.8%	-3.9%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+4.5%	-0.8%	+5.3%	+27.2%	➖ noise
53	duckdb:duckdb	+2.5%	-0.8%	+3.3%	+10.0%	➖ noise
53	duckdb:vortex-compact	+0.8%	-0.8%	+1.6%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	-1.9%	-0.8%	-1.2%	+10.9%	➖ noise
54	datafusion:vortex-compact	+2.0%	-0.5%	+2.5%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	-3.8%	-0.5%	-3.4%	+10.0%	➖ noise
54	duckdb:duckdb	-5.4%	-0.5%	-5.0%	+14.2%	➖ noise
54	duckdb:vortex-compact	-0.5%	-0.5%	-0.0%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	-2.2%	-0.5%	-1.7%	+10.7%	➖ noise
55	datafusion:vortex-compact	+1.0%	+0.1%	+0.9%	+11.1%	➖ noise
55	datafusion:vortex-file-compressed	-2.5%	+0.1%	-2.6%	+13.0%	➖ noise
55	duckdb:duckdb	-2.6%	+0.1%	-2.6%	+16.0%	➖ noise
55	duckdb:vortex-compact	-1.5%	+0.1%	-1.6%	+11.6%	➖ noise
55	duckdb:vortex-file-compressed	-2.3%	+0.1%	-2.4%	+13.6%	➖ noise
56	datafusion:vortex-compact	-0.6%	-2.2%	+1.6%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+0.4%	-2.2%	+2.7%	+10.0%	➖ noise
56	duckdb:duckdb	+6.7%	-2.2%	+9.1%	+12.3%	➖ noise
56	duckdb:vortex-compact	-1.9%	-2.2%	+0.3%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	+1.4%	-2.2%	+3.7%	+10.0%	➖ noise
57	datafusion:vortex-compact	+2.5%	-4.4%	+7.2%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	-0.3%	-4.4%	+4.3%	+10.0%	➖ noise
57	duckdb:duckdb	+0.2%	-4.4%	+4.8%	+10.0%	➖ noise
57	duckdb:vortex-compact	+0.9%	-4.4%	+5.5%	+16.1%	➖ noise
57	duckdb:vortex-file-compressed	+0.6%	-4.4%	+5.3%	+10.0%	➖ noise
58	datafusion:vortex-compact	+0.1%	-2.5%	+2.7%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	-0.0%	-2.5%	+2.5%	+10.0%	➖ noise
58	duckdb:duckdb	-4.2%	-2.5%	-1.7%	+12.2%	➖ noise
58	duckdb:vortex-compact	-20.4%	-2.5%	-18.4%	+18.2%	✅ faster
58	duckdb:vortex-file-compressed	-19.6%	-2.5%	-17.6%	+13.2%	✅ faster
59	datafusion:vortex-compact	-0.8%	-1.0%	+0.2%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+1.5%	-1.0%	+2.5%	+10.0%	➖ noise
59	duckdb:duckdb	+0.5%	-1.0%	+1.4%	+10.0%	➖ noise
59	duckdb:vortex-compact	-2.9%	-1.0%	-1.9%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-0.6%	-1.0%	+0.4%	+10.0%	➖ noise
60	datafusion:vortex-compact	-2.6%	+0.1%	-2.7%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+2.1%	+0.1%	+2.0%	+10.0%	➖ noise
60	duckdb:duckdb	+2.0%	+0.1%	+1.9%	+13.6%	➖ noise
60	duckdb:vortex-compact	+0.5%	+0.1%	+0.3%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	-1.8%	+0.1%	-1.9%	+11.1%	➖ noise
61	datafusion:vortex-compact	-2.9%	+1.4%	-4.3%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-1.1%	+1.4%	-2.5%	+10.0%	➖ noise
61	duckdb:duckdb	-2.6%	+1.4%	-3.9%	+10.5%	➖ noise
61	duckdb:vortex-compact	-6.4%	+1.4%	-7.7%	+12.2%	➖ noise
61	duckdb:vortex-file-compressed	-1.0%	+1.4%	-2.3%	+13.4%	➖ noise
62	datafusion:vortex-compact	+0.2%	+7.0%	-6.4%	+17.7%	➖ noise
62	datafusion:vortex-file-compressed	-1.1%	+7.0%	-7.6%	+15.5%	➖ noise
62	duckdb:duckdb	-1.9%	+7.0%	-8.3%	+15.9%	➖ noise
62	duckdb:vortex-compact	-0.1%	+7.0%	-6.7%	+25.1%	➖ noise
62	duckdb:vortex-file-compressed	-0.4%	+7.0%	-6.9%	+31.8%	➖ noise
63	datafusion:vortex-compact	-0.2%	-0.8%	+0.6%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	-0.4%	-0.8%	+0.4%	+10.1%	➖ noise
63	duckdb:duckdb	-4.3%	-0.8%	-3.5%	+10.0%	➖ noise
63	duckdb:vortex-compact	+2.9%	-0.8%	+3.7%	+10.9%	➖ noise
63	duckdb:vortex-file-compressed	-6.1%	-0.8%	-5.3%	+13.2%	➖ noise
64	datafusion:vortex-compact	+0.1%	+0.1%	-0.0%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+0.9%	+0.1%	+0.8%	+10.0%	➖ noise
64	duckdb:duckdb	-0.3%	+0.1%	-0.4%	+10.8%	➖ noise
64	duckdb:vortex-compact	-4.0%	+0.1%	-4.1%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-5.4%	+0.1%	-5.5%	+10.0%	➖ noise
65	datafusion:vortex-compact	+2.2%	+1.6%	+0.5%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+6.3%	+1.6%	+4.6%	+11.4%	➖ noise
65	duckdb:duckdb	+14.8%	+1.6%	+12.9%	+17.7%	➖ noise
65	duckdb:vortex-compact	-2.3%	+1.6%	-3.9%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-5.1%	+1.6%	-6.6%	+13.1%	➖ noise
66	datafusion:vortex-compact	+1.1%	+1.3%	-0.2%	+10.0%	➖ noise
66	datafusion:vortex-file-compressed	+1.8%	+1.3%	+0.5%	+10.9%	➖ noise
66	duckdb:duckdb	-10.1%	+1.3%	-11.2%	+11.2%	✅ faster
66	duckdb:vortex-compact	-2.9%	+1.3%	-4.1%	+10.9%	➖ noise
66	duckdb:vortex-file-compressed	+2.0%	+1.3%	+0.7%	+18.3%	➖ noise
67	datafusion:vortex-compact	+2.0%	-0.1%	+2.1%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-0.6%	-0.1%	-0.5%	+10.0%	➖ noise
67	duckdb:duckdb	-0.4%	-0.1%	-0.3%	+10.0%	➖ noise
67	duckdb:vortex-compact	+2.2%	-0.1%	+2.4%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+0.1%	-0.1%	+0.2%	+10.0%	➖ noise
68	datafusion:vortex-compact	-0.5%	-0.4%	-0.1%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-2.6%	-0.4%	-2.2%	+10.0%	➖ noise
68	duckdb:duckdb	-11.4%	-0.4%	-11.0%	+10.0%	✅ faster
68	duckdb:vortex-compact	+1.4%	-0.4%	+1.8%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-2.7%	-0.4%	-2.4%	+10.0%	➖ noise
69	datafusion:vortex-compact	-1.8%	+1.3%	-3.1%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+0.5%	+1.3%	-0.9%	+10.0%	➖ noise
69	duckdb:duckdb	-1.4%	+1.3%	-2.7%	+10.0%	➖ noise
69	duckdb:vortex-compact	-2.0%	+1.3%	-3.3%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	-1.1%	+1.3%	-2.5%	+10.0%	➖ noise
70	datafusion:vortex-compact	-1.4%	+3.7%	-5.0%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+1.4%	+3.7%	-2.3%	+10.0%	➖ noise
70	duckdb:duckdb	-1.9%	+3.7%	-5.5%	+16.1%	➖ noise
70	duckdb:vortex-compact	-4.8%	+3.7%	-8.3%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	-6.2%	+3.7%	-9.6%	+10.0%	✅ faster
71	datafusion:vortex-compact	+1.5%	-1.1%	+2.7%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+2.0%	-1.1%	+3.2%	+10.1%	➖ noise
71	duckdb:duckdb	-9.8%	-1.1%	-8.8%	+19.3%	➖ noise
71	duckdb:vortex-compact	+4.1%	-1.1%	+5.3%	+11.2%	➖ noise
71	duckdb:vortex-file-compressed	-1.0%	-1.1%	+0.2%	+11.0%	➖ noise
72	datafusion:vortex-compact	+1.0%	-0.6%	+1.5%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-1.7%	-0.6%	-1.2%	+10.0%	➖ noise
72	duckdb:duckdb	-3.1%	-0.6%	-2.5%	+12.9%	➖ noise
72	duckdb:vortex-compact	+0.9%	-0.6%	+1.5%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-1.5%	-0.6%	-1.0%	+10.0%	➖ noise
73	datafusion:vortex-compact	+0.0%	+2.1%	-2.1%	+14.9%	➖ noise
73	datafusion:vortex-file-compressed	+13.3%	+2.1%	+11.0%	+21.6%	➖ noise
73	duckdb:duckdb	+4.4%	+2.1%	+2.2%	+12.3%	➖ noise
73	duckdb:vortex-compact	-3.2%	+2.1%	-5.2%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-8.1%	+2.1%	-10.0%	+10.0%	✅ faster
74	datafusion:vortex-compact	-0.5%	+2.8%	-3.3%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	-0.4%	+2.8%	-3.1%	+10.0%	➖ noise
74	duckdb:duckdb	-0.8%	+2.8%	-3.5%	+10.0%	➖ noise
74	duckdb:vortex-compact	+2.1%	+2.8%	-0.7%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	+0.5%	+2.8%	-2.3%	+10.0%	➖ noise
75	datafusion:vortex-compact	-2.2%	+2.4%	-4.5%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+0.1%	+2.4%	-2.2%	+10.0%	➖ noise
75	duckdb:duckdb	+0.9%	+2.4%	-1.5%	+10.5%	➖ noise
75	duckdb:vortex-compact	+2.3%	+2.4%	-0.0%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	-5.4%	+2.4%	-7.6%	+14.6%	➖ noise
76	datafusion:vortex-compact	+1.6%	-0.5%	+2.0%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	-1.1%	-0.5%	-0.7%	+10.0%	➖ noise
76	duckdb:duckdb	-1.2%	-0.5%	-0.8%	+17.3%	➖ noise
76	duckdb:vortex-compact	-5.0%	-0.5%	-4.6%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-12.0%	-0.5%	-11.6%	+25.9%	➖ noise
77	datafusion:vortex-compact	+0.4%	-2.1%	+2.5%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-4.6%	-2.1%	-2.6%	+10.0%	➖ noise
77	duckdb:duckdb	+2.4%	-2.1%	+4.6%	+13.1%	➖ noise
77	duckdb:vortex-compact	+4.6%	-2.1%	+6.8%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+11.9%	-2.1%	+14.3%	+11.5%	🚨 regression
78	datafusion:vortex-compact	+0.6%	+2.0%	-1.3%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	-0.5%	+2.0%	-2.4%	+10.0%	➖ noise
78	duckdb:duckdb	-1.1%	+2.0%	-3.0%	+12.0%	➖ noise
78	duckdb:vortex-compact	-3.8%	+2.0%	-5.7%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-5.4%	+2.0%	-7.2%	+10.0%	➖ noise
79	datafusion:vortex-compact	+4.2%	+1.9%	+2.3%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	-1.4%	+1.9%	-3.2%	+10.0%	➖ noise
79	duckdb:duckdb	-11.0%	+1.9%	-12.7%	+10.0%	✅ faster
79	duckdb:vortex-compact	-1.9%	+1.9%	-3.7%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	+0.5%	+1.9%	-1.4%	+10.0%	➖ noise
80	datafusion:vortex-compact	+0.2%	-1.8%	+2.0%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-0.3%	-1.8%	+1.5%	+10.0%	➖ noise
80	duckdb:duckdb	+4.6%	-1.8%	+6.6%	+12.3%	➖ noise
80	duckdb:vortex-compact	-6.4%	-1.8%	-4.7%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+1.1%	-1.8%	+3.0%	+10.0%	➖ noise
81	datafusion:vortex-compact	+6.1%	+2.3%	+3.7%	+13.7%	➖ noise
81	datafusion:vortex-file-compressed	+4.1%	+2.3%	+1.8%	+12.4%	➖ noise
81	duckdb:duckdb	+4.0%	+2.3%	+1.7%	+15.4%	➖ noise
81	duckdb:vortex-compact	-3.9%	+2.3%	-6.1%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	-2.9%	+2.3%	-5.1%	+10.0%	➖ noise
82	datafusion:vortex-compact	-0.9%	-1.3%	+0.5%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+5.4%	-1.3%	+6.9%	+11.2%	➖ noise
82	duckdb:duckdb	+4.2%	-1.3%	+5.6%	+16.0%	➖ noise
82	duckdb:vortex-compact	-3.8%	-1.3%	-2.5%	+10.0%	➖ noise
82	duckdb:vortex-file-compressed	-7.0%	-1.3%	-5.7%	+18.3%	➖ noise
83	datafusion:vortex-compact	+0.0%	-0.4%	+0.4%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-4.0%	-0.4%	-3.6%	+10.0%	➖ noise
83	duckdb:duckdb	-6.8%	-0.4%	-6.4%	+13.0%	➖ noise
83	duckdb:vortex-compact	-2.2%	-0.4%	-1.8%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	-4.1%	-0.4%	-3.8%	+10.0%	➖ noise
84	datafusion:vortex-compact	+4.5%	+0.9%	+3.6%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	+1.6%	+0.9%	+0.7%	+10.8%	➖ noise
84	duckdb:duckdb	-13.9%	+0.9%	-14.6%	+10.1%	✅ faster
84	duckdb:vortex-compact	-2.1%	+0.9%	-3.0%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	-4.5%	+0.9%	-5.3%	+10.0%	➖ noise
85	datafusion:vortex-compact	+2.5%	+1.0%	+1.4%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+0.2%	+1.0%	-0.8%	+10.0%	➖ noise
85	duckdb:duckdb	-4.8%	+1.0%	-5.8%	+12.4%	➖ noise
85	duckdb:vortex-compact	-4.3%	+1.0%	-5.3%	+11.2%	➖ noise
85	duckdb:vortex-file-compressed	-4.9%	+1.0%	-5.9%	+10.0%	➖ noise
86	datafusion:vortex-compact	-0.1%	+1.1%	-1.2%	+10.0%	➖ noise
86	datafusion:vortex-file-compressed	-6.0%	+1.1%	-7.1%	+12.2%	➖ noise
86	duckdb:duckdb	+0.8%	+1.1%	-0.4%	+14.7%	➖ noise
86	duckdb:vortex-compact	-17.4%	+1.1%	-18.4%	+22.6%	➖ noise
86	duckdb:vortex-file-compressed	+15.2%	+1.1%	+13.9%	+12.8%	🚨 regression
87	datafusion:vortex-compact	+0.3%	-1.7%	+2.1%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-3.7%	-1.7%	-2.0%	+10.0%	➖ noise
87	duckdb:duckdb	+0.1%	-1.7%	+1.8%	+12.8%	➖ noise
87	duckdb:vortex-compact	-1.3%	-1.7%	+0.3%	+10.4%	➖ noise
87	duckdb:vortex-file-compressed	+8.8%	-1.7%	+10.7%	+16.6%	➖ noise
88	datafusion:vortex-compact	-0.1%	-1.0%	+1.0%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+0.1%	-1.0%	+1.2%	+10.0%	➖ noise
88	duckdb:duckdb	-1.2%	-1.0%	-0.2%	+10.4%	➖ noise
88	duckdb:vortex-compact	-1.8%	-1.0%	-0.7%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+5.7%	-1.0%	+6.8%	+10.0%	➖ noise
89	datafusion:vortex-compact	-1.8%	-2.2%	+0.5%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	-1.9%	-2.2%	+0.3%	+10.0%	➖ noise
89	duckdb:duckdb	+0.1%	-2.2%	+2.3%	+11.7%	➖ noise
89	duckdb:vortex-compact	-4.4%	-2.2%	-2.2%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	-4.9%	-2.2%	-2.8%	+13.7%	➖ noise
90	datafusion:vortex-compact	-0.8%	+2.9%	-3.6%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-0.8%	+2.9%	-3.6%	+10.0%	➖ noise
90	duckdb:duckdb	+2.6%	+2.9%	-0.3%	+10.0%	➖ noise
90	duckdb:vortex-compact	-3.9%	+2.9%	-6.6%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	-2.5%	+2.9%	-5.3%	+10.4%	➖ noise
91	datafusion:vortex-compact	-0.9%	+0.3%	-1.1%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	-2.4%	+0.3%	-2.6%	+10.0%	➖ noise
91	duckdb:duckdb	-3.4%	+0.3%	-3.7%	+10.0%	➖ noise
91	duckdb:vortex-compact	-1.5%	+0.3%	-1.7%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	-4.2%	+0.3%	-4.5%	+10.0%	➖ noise
92	datafusion:vortex-compact	+3.5%	+0.0%	+3.4%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	-0.9%	+0.0%	-0.9%	+10.0%	➖ noise
92	duckdb:duckdb	-4.3%	+0.0%	-4.4%	+12.7%	➖ noise
92	duckdb:vortex-compact	+5.0%	+0.0%	+5.0%	+10.0%	➖ noise
92	duckdb:vortex-file-compressed	+2.4%	+0.0%	+2.4%	+10.0%	➖ noise
93	datafusion:vortex-compact	-0.4%	-0.3%	-0.0%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+0.4%	-0.3%	+0.7%	+10.0%	➖ noise
93	duckdb:duckdb	-9.6%	-0.3%	-9.3%	+13.1%	➖ noise
93	duckdb:vortex-compact	-1.2%	-0.3%	-0.8%	+10.0%	➖ noise
93	duckdb:vortex-file-compressed	-3.0%	-0.3%	-2.7%	+10.0%	➖ noise
94	datafusion:vortex-compact	+1.9%	-2.4%	+4.4%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	-2.8%	-2.4%	-0.4%	+10.0%	➖ noise
94	duckdb:duckdb	+3.5%	-2.4%	+6.1%	+10.6%	➖ noise
94	duckdb:vortex-compact	+0.9%	-2.4%	+3.4%	+11.9%	➖ noise
94	duckdb:vortex-file-compressed	-7.1%	-2.4%	-4.9%	+13.8%	➖ noise
95	datafusion:vortex-compact	+0.8%	-0.9%	+1.7%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	-0.1%	-0.9%	+0.8%	+10.0%	➖ noise
95	duckdb:duckdb	+14.7%	-0.9%	+15.7%	+16.3%	➖ noise
95	duckdb:vortex-compact	+8.1%	-0.9%	+9.0%	+17.6%	➖ noise
95	duckdb:vortex-file-compressed	+4.9%	-0.9%	+5.8%	+19.9%	➖ noise
96	datafusion:vortex-compact	-0.7%	+4.0%	-4.5%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	-1.3%	+4.0%	-5.1%	+16.4%	➖ noise
96	duckdb:duckdb	-0.0%	+4.0%	-3.9%	+16.8%	➖ noise
96	duckdb:vortex-compact	-0.2%	+4.0%	-4.0%	+14.6%	➖ noise
96	duckdb:vortex-file-compressed	+1.6%	+4.0%	-2.3%	+24.6%	➖ noise
97	datafusion:vortex-compact	-3.2%	+5.4%	-8.1%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-5.1%	+5.4%	-9.9%	+10.0%	✅ faster
97	duckdb:duckdb	-2.2%	+5.4%	-7.1%	+13.5%	➖ noise
97	duckdb:vortex-compact	-6.5%	+5.4%	-11.3%	+13.3%	➖ noise
97	duckdb:vortex-file-compressed	-0.2%	+5.4%	-5.3%	+11.8%	➖ noise
98	datafusion:vortex-compact	-0.6%	+3.2%	-3.7%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	-2.1%	+3.2%	-5.1%	+10.0%	➖ noise
98	duckdb:duckdb	-9.4%	+3.2%	-12.2%	+14.9%	➖ noise
98	duckdb:vortex-compact	-2.2%	+3.2%	-5.2%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	-3.0%	+3.2%	-6.0%	+16.1%	➖ noise
99	datafusion:vortex-compact	+1.6%	-2.0%	+3.7%	+18.1%	➖ noise
99	datafusion:vortex-file-compressed	+9.3%	-2.0%	+11.6%	+19.2%	➖ noise
99	duckdb:duckdb	+0.2%	-2.0%	+2.2%	+23.7%	➖ noise
99	duckdb:vortex-compact	-1.3%	-2.0%	+0.7%	+34.7%	➖ noise
99	duckdb:vortex-file-compressed	-2.5%	-2.0%	-0.5%	+19.4%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.3%
Vortex (geomean): 0.986x ➖
Parquet (geomean): 1.003x ➖
Shifts: Parquet (control) +0.3% · Median polish -0.9%

---

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

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	403007051	412910746	0.98
tpch_q02/datafusion:vortex-file-compressed	111890165	114716022	0.98
tpch_q03/datafusion:vortex-file-compressed	201314926	204709488	0.98
tpch_q04/datafusion:vortex-file-compressed	98795371	101101975	0.98
tpch_q05/datafusion:vortex-file-compressed	383726641	389019468	0.99
tpch_q06/datafusion:vortex-file-compressed	40972710	41616125	0.98
tpch_q07/datafusion:vortex-file-compressed	556862241	567535777	0.98
tpch_q08/datafusion:vortex-file-compressed	374611126	379995733	0.99
tpch_q09/datafusion:vortex-file-compressed	669610944	680246317	0.98
tpch_q10/datafusion:vortex-file-compressed	233643768	236661020	0.99
tpch_q11/datafusion:vortex-file-compressed	85142454	87173560	0.98
tpch_q12/datafusion:vortex-file-compressed	105547181	106690703	0.99
tpch_q13/datafusion:vortex-file-compressed	222245244	221795812	1.00
tpch_q14/datafusion:vortex-file-compressed	56700542	57814066	0.98
tpch_q15/datafusion:vortex-file-compressed	106056694	107429834	0.99
tpch_q16/datafusion:vortex-file-compressed	75814759	75477365	1.00
tpch_q17/datafusion:vortex-file-compressed	652898315	645454943	1.01
tpch_q18/datafusion:vortex-file-compressed	877771379	873646915	1.00
tpch_q19/datafusion:vortex-file-compressed	97942032	94518540	1.04
tpch_q20/datafusion:vortex-file-compressed	169241352	171322528	0.99
tpch_q21/datafusion:vortex-file-compressed	661138968	666914697	0.99
tpch_q22/datafusion:vortex-file-compressed	60812052	59925123	1.01

datafusion / vortex-compact (0.994x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	431147016	443053248	0.97
tpch_q02/datafusion:vortex-compact	120038738	119970964	1.00
tpch_q03/datafusion:vortex-compact	219449663	216240615	1.01
tpch_q04/datafusion:vortex-compact	120598580	119811445	1.01
tpch_q05/datafusion:vortex-compact	391939382	393494718	1.00
tpch_q06/datafusion:vortex-compact	62783379	63280968	0.99
tpch_q07/datafusion:vortex-compact	586423414	584839268	1.00
tpch_q08/datafusion:vortex-compact	387359174	387857755	1.00
tpch_q09/datafusion:vortex-compact	678543064	683178346	0.99
tpch_q10/datafusion:vortex-compact	273736459	280350189	0.98
tpch_q11/datafusion:vortex-compact	88652512	91447649	0.97
tpch_q12/datafusion:vortex-compact	167819886	169963031	0.99
tpch_q13/datafusion:vortex-compact	269445178	272025510	0.99
tpch_q14/datafusion:vortex-compact	73747741	74621876	0.99
tpch_q15/datafusion:vortex-compact	163369917	167296538	0.98
tpch_q16/datafusion:vortex-compact	79847271	82663693	0.97
tpch_q17/datafusion:vortex-compact	646688353	651161724	0.99
tpch_q18/datafusion:vortex-compact	888150640	887112044	1.00
tpch_q19/datafusion:vortex-compact	144181310	139551788	1.03
tpch_q20/datafusion:vortex-compact	201297309	200273148	1.01
tpch_q21/datafusion:vortex-compact	698112264	708088357	0.99
tpch_q22/datafusion:vortex-compact	72414702	71283134	1.02

datafusion / parquet (1.008x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	440208043	426806538	1.03
tpch_q02/datafusion:parquet	189045846	187491721	1.01
tpch_q03/datafusion:parquet	294149778	295976437	0.99
tpch_q04/datafusion:parquet	132651338	133547496	0.99
tpch_q05/datafusion:parquet	440872679	447545456	0.99
tpch_q06/datafusion:parquet	125876194	115880599	1.09
tpch_q07/datafusion:parquet	626447145	629540509	1.00
tpch_q08/datafusion:parquet	484050313	490664573	0.99
tpch_q09/datafusion:parquet	768755888	760898385	1.01
tpch_q10/datafusion:parquet	498524191	500427066	1.00
tpch_q11/datafusion:parquet	129913614	130451133	1.00
tpch_q12/datafusion:parquet	215439514	199087133	1.08
tpch_q13/datafusion:parquet	337238998	336937050	1.00
tpch_q14/datafusion:parquet	160207106	154740316	1.04
tpch_q15/datafusion:parquet	230603159	246030367	0.94
tpch_q16/datafusion:parquet	145356072	135526258	1.07
tpch_q17/datafusion:parquet	686734430	684994673	1.00
tpch_q18/datafusion:parquet	896005532	894337168	1.00
tpch_q19/datafusion:parquet	270320858	265271766	1.02
tpch_q20/datafusion:parquet	303952402	310723351	0.98
tpch_q21/datafusion:parquet	725061024	738803858	0.98
tpch_q22/datafusion:parquet	218853195	219356015	1.00

datafusion / arrow (0.990x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	611590694	592361493	1.03
tpch_q02/datafusion:arrow	165463290	163381205	1.01
tpch_q03/datafusion:arrow	458300797	463715190	0.99
tpch_q04/datafusion:arrow	348058925	355583730	0.98
tpch_q05/datafusion:arrow	910151041	926158464	0.98
tpch_q06/datafusion:arrow	275221254	272290558	1.01
tpch_q07/datafusion:arrow	1123247247	1143119175	0.98
tpch_q08/datafusion:arrow	1135696743	1140941735	1.00
tpch_q09/datafusion:arrow	1327759715	1343619696	0.99
tpch_q10/datafusion:arrow	602938616	602826914	1.00
tpch_q11/datafusion:arrow	147346377	149694827	0.98
tpch_q12/datafusion:arrow	656625017	673381105	0.98
tpch_q13/datafusion:arrow	531562766	497279962	1.07
tpch_q14/datafusion:arrow	308880106	312527790	0.99
tpch_q15/datafusion:arrow	663007794	671631527	0.99
tpch_q16/datafusion:arrow	104687043	109598685	0.96
tpch_q17/datafusion:arrow	1314728814	1330008466	0.99
tpch_q18/datafusion:arrow	1823721216	1901586014	0.96
tpch_q19/datafusion:arrow	513006622	510267038	1.01
tpch_q20/datafusion:arrow	485595731	500669982	0.97
tpch_q21/datafusion:arrow	2837059062	2832894887	1.00
tpch_q22/datafusion:arrow	134495971	145160773	0.93

duckdb / vortex-file-compressed (0.977x ➖, 1↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	175415407	181468177	0.97
tpch_q02/duckdb:vortex-file-compressed	52024337	54175436	0.96
tpch_q03/duckdb:vortex-file-compressed	123566539	127869963	0.97
tpch_q04/duckdb:vortex-file-compressed	144834742	150591057	0.96
tpch_q05/duckdb:vortex-file-compressed	127807399	135034255	0.95
tpch_q06/duckdb:vortex-file-compressed 🚀	46130274	52224867	0.88
tpch_q07/duckdb:vortex-file-compressed	144660963	148325247	0.98
tpch_q08/duckdb:vortex-file-compressed	176466586	178653828	0.99
tpch_q09/duckdb:vortex-file-compressed	336418226	336350919	1.00
tpch_q10/duckdb:vortex-file-compressed	153461272	154557113	0.99
tpch_q11/duckdb:vortex-file-compressed	35303639	36210324	0.97
tpch_q12/duckdb:vortex-file-compressed	87993305	88611053	0.99
tpch_q13/duckdb:vortex-file-compressed	248229635	247217308	1.00
tpch_q14/duckdb:vortex-file-compressed	68058926	71414863	0.95
tpch_q15/duckdb:vortex-file-compressed	96446212	100783294	0.96
tpch_q16/duckdb:vortex-file-compressed	77681534	80474693	0.97
tpch_q17/duckdb:vortex-file-compressed	102935907	102201685	1.01
tpch_q18/duckdb:vortex-file-compressed	281273747	281193541	1.00
tpch_q19/duckdb:vortex-file-compressed	90820356	90957425	1.00
tpch_q20/duckdb:vortex-file-compressed	170473185	167233700	1.02
tpch_q21/duckdb:vortex-file-compressed	551309740	555851714	0.99
tpch_q22/duckdb:vortex-file-compressed	75649825	76600418	0.99

duckdb / vortex-compact (0.982x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	230068482	228947702	1.00
tpch_q02/duckdb:vortex-compact	57938466	59666037	0.97
tpch_q03/duckdb:vortex-compact	139890165	142350622	0.98
tpch_q04/duckdb:vortex-compact	173468972	178446278	0.97
tpch_q05/duckdb:vortex-compact	148352272	148422263	1.00
tpch_q06/duckdb:vortex-compact	87583095	91670945	0.96
tpch_q07/duckdb:vortex-compact	202082464	206580810	0.98
tpch_q08/duckdb:vortex-compact	190567398	190137712	1.00
tpch_q09/duckdb:vortex-compact	362631953	367875817	0.99
tpch_q10/duckdb:vortex-compact	182167252	186217674	0.98
tpch_q11/duckdb:vortex-compact	40765845	42796631	0.95
tpch_q12/duckdb:vortex-compact	209458962	208162074	1.01
tpch_q13/duckdb:vortex-compact	294536019	294237911	1.00
tpch_q14/duckdb:vortex-compact	101188652	106582800	0.95
tpch_q15/duckdb:vortex-compact	118801309	120797090	0.98
tpch_q16/duckdb:vortex-compact	85036286	85206905	1.00
tpch_q17/duckdb:vortex-compact	114526479	119319432	0.96
tpch_q18/duckdb:vortex-compact	292364639	299003605	0.98
tpch_q19/duckdb:vortex-compact	114780357	115398937	0.99
tpch_q20/duckdb:vortex-compact	205433640	208477309	0.99
tpch_q21/duckdb:vortex-compact	622017972	632451383	0.98
tpch_q22/duckdb:vortex-compact	89949362	90693960	0.99

duckdb / parquet (0.998x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	261266714	261011621	1.00
tpch_q02/duckdb:parquet	106360890	104033409	1.02
tpch_q03/duckdb:parquet	211166581	211453295	1.00
tpch_q04/duckdb:parquet	133144555	134644500	0.99
tpch_q05/duckdb:parquet	217831878	217073528	1.00
tpch_q06/duckdb:parquet	67950740	69183205	0.98
tpch_q07/duckdb:parquet	181079682	184702674	0.98
tpch_q08/duckdb:parquet	256006815	253435217	1.01
tpch_q09/duckdb:parquet	457521603	464062330	0.99
tpch_q10/duckdb:parquet	610441019	608957043	1.00
tpch_q11/duckdb:parquet	45476605	41456413	1.10
tpch_q12/duckdb:parquet	125963211	129156091	0.98
tpch_q13/duckdb:parquet	467412238	459286402	1.02
tpch_q14/duckdb:parquet	173065284	171408300	1.01
tpch_q15/duckdb:parquet	97703897	100231348	0.97
tpch_q16/duckdb:parquet	157481492	164888893	0.96
tpch_q17/duckdb:parquet	178160895	180952748	0.98
tpch_q18/duckdb:parquet	346351107	355425495	0.97
tpch_q19/duckdb:parquet	279704374	280153442	1.00
tpch_q20/duckdb:parquet	231425648	223120878	1.04
tpch_q21/duckdb:parquet	569170383	587093232	0.97
tpch_q22/duckdb:parquet	290641381	292464314	0.99

duckdb / duckdb (1.006x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117607957	117408207	1.00
tpch_q02/duckdb:duckdb	48311806	44924984	1.08
tpch_q03/duckdb:duckdb	96685703	97779890	0.99
tpch_q04/duckdb:duckdb	131577036	132289791	0.99
tpch_q05/duckdb:duckdb	111489541	108082235	1.03
tpch_q06/duckdb:duckdb	40360148	38881531	1.04
tpch_q07/duckdb:duckdb	85894241	85887486	1.00
tpch_q08/duckdb:duckdb	110467269	109808090	1.01
tpch_q09/duckdb:duckdb	274797922	281635038	0.98
tpch_q10/duckdb:duckdb	204470776	200350461	1.02
tpch_q11/duckdb:duckdb	15476010	15473979	1.00
tpch_q12/duckdb:duckdb	84784292	85604314	0.99
tpch_q13/duckdb:duckdb	251469416	252611065	1.00
tpch_q14/duckdb:duckdb	70764413	69599804	1.02
tpch_q15/duckdb:duckdb	78442458	77719736	1.01
tpch_q16/duckdb:duckdb	73326046	73221375	1.00
tpch_q17/duckdb:duckdb	84960098	84018099	1.01
tpch_q18/duckdb:duckdb	214263483	214712874	1.00
tpch_q19/duckdb:duckdb	117113192	116160444	1.01
tpch_q20/duckdb:duckdb	112086473	111209071	1.01
tpch_q21/duckdb:duckdb	305233719	300380346	1.02
tpch_q22/duckdb:duckdb	65847991	69445977	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+3.2%	+1.6%	+1.6%	+11.1%	➖ noise
1	datafusion:vortex-compact	-2.7%	+1.6%	-4.2%	+12.0%	➖ noise
1	datafusion:vortex-file-compressed	-2.4%	+1.6%	-3.9%	+12.4%	➖ noise
1	duckdb:duckdb	+0.2%	+1.6%	-1.4%	+11.0%	➖ noise
1	duckdb:vortex-compact	+0.5%	+1.6%	-1.1%	+11.0%	➖ noise
1	duckdb:vortex-file-compressed	-3.3%	+1.6%	-4.9%	+11.6%	➖ noise
2	datafusion:arrow	+1.3%	+1.5%	-0.3%	+10.0%	➖ noise
2	datafusion:vortex-compact	+0.1%	+1.5%	-1.5%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.5%	+1.5%	-3.9%	+10.0%	➖ noise
2	duckdb:duckdb	+7.5%	+1.5%	+5.9%	+13.3%	➖ noise
2	duckdb:vortex-compact	-2.9%	+1.5%	-4.4%	+10.4%	➖ noise
2	duckdb:vortex-file-compressed	-4.0%	+1.5%	-5.4%	+10.0%	➖ noise
3	datafusion:arrow	-1.2%	-0.4%	-0.8%	+10.0%	➖ noise
3	datafusion:vortex-compact	+1.5%	-0.4%	+1.9%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.7%	-0.4%	-1.3%	+10.0%	➖ noise
3	duckdb:duckdb	-1.1%	-0.4%	-0.7%	+10.0%	➖ noise
3	duckdb:vortex-compact	-1.7%	-0.4%	-1.4%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.4%	-0.4%	-3.0%	+10.0%	➖ noise
4	datafusion:arrow	-2.1%	-0.9%	-1.2%	+10.0%	➖ noise
4	datafusion:vortex-compact	+0.7%	-0.9%	+1.6%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.3%	-0.9%	-1.4%	+10.0%	➖ noise
4	duckdb:duckdb	-0.5%	-0.9%	+0.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.8%	-0.9%	-1.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-3.8%	-0.9%	-3.0%	+10.0%	➖ noise
5	datafusion:arrow	-1.7%	-0.6%	-1.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.4%	-0.6%	+0.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.4%	-0.6%	-0.8%	+10.0%	➖ noise
5	duckdb:duckdb	+3.2%	-0.6%	+3.7%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.0%	-0.6%	+0.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-5.4%	-0.6%	-4.8%	+10.0%	➖ noise
6	datafusion:arrow	+1.1%	+3.3%	-2.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.8%	+3.3%	-3.9%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.5%	+3.3%	-4.7%	+10.0%	➖ noise
6	duckdb:duckdb	+3.8%	+3.3%	+0.5%	+22.5%	➖ noise
6	duckdb:vortex-compact	-4.5%	+3.3%	-7.5%	+10.4%	➖ noise
6	duckdb:vortex-file-compressed	-11.7%	+3.3%	-14.5%	+10.4%	✅ faster
7	datafusion:arrow	-1.7%	-1.2%	-0.5%	+10.0%	➖ noise
7	datafusion:vortex-compact	+0.3%	-1.2%	+1.5%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.9%	-1.2%	-0.7%	+10.0%	➖ noise
7	duckdb:duckdb	+0.0%	-1.2%	+1.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	-2.2%	-1.2%	-1.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-2.5%	-1.2%	-1.3%	+10.0%	➖ noise
8	datafusion:arrow	-0.5%	-0.2%	-0.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.1%	-0.2%	+0.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.4%	-0.2%	-1.2%	+10.0%	➖ noise
8	duckdb:duckdb	+0.6%	-0.2%	+0.8%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.2%	-0.2%	+0.4%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.2%	-0.2%	-1.1%	+10.0%	➖ noise
9	datafusion:arrow	-1.2%	-0.2%	-1.0%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.7%	-0.2%	-0.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.6%	-0.2%	-1.4%	+10.0%	➖ noise
9	duckdb:duckdb	-2.4%	-0.2%	-2.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.4%	-0.2%	-1.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.0%	-0.2%	+0.2%	+10.0%	➖ noise
10	datafusion:arrow	+0.0%	-0.1%	+0.1%	+10.0%	➖ noise
10	datafusion:vortex-compact	-2.4%	-0.1%	-2.3%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.3%	-0.1%	-1.2%	+10.0%	➖ noise
10	duckdb:duckdb	+2.1%	-0.1%	+2.1%	+10.0%	➖ noise
10	duckdb:vortex-compact	-2.2%	-0.1%	-2.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.7%	-0.1%	-0.6%	+10.0%	➖ noise
11	datafusion:arrow	-1.6%	+4.5%	-5.8%	+10.0%	➖ noise
11	datafusion:vortex-compact	-3.1%	+4.5%	-7.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-2.3%	+4.5%	-6.6%	+10.0%	➖ noise
11	duckdb:duckdb	+0.0%	+4.5%	-4.3%	+16.4%	➖ noise
11	duckdb:vortex-compact	-4.7%	+4.5%	-8.9%	+11.2%	➖ noise
11	duckdb:vortex-file-compressed	-2.5%	+4.5%	-6.7%	+12.4%	➖ noise
12	datafusion:arrow	-2.5%	+2.7%	-5.1%	+45.8%	➖ noise
12	datafusion:vortex-compact	-1.3%	+2.7%	-3.9%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.1%	+2.7%	-3.7%	+10.0%	➖ noise
12	duckdb:duckdb	-1.0%	+2.7%	-3.6%	+10.0%	➖ noise
12	duckdb:vortex-compact	+0.6%	+2.7%	-2.1%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-0.7%	+2.7%	-3.3%	+10.0%	➖ noise
13	datafusion:arrow	+6.9%	+0.9%	+5.9%	+10.0%	➖ noise
13	datafusion:vortex-compact	-0.9%	+0.9%	-1.9%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.2%	+0.9%	-0.7%	+10.0%	➖ noise
13	duckdb:duckdb	-0.5%	+0.9%	-1.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	+0.1%	+0.9%	-0.8%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.4%	+0.9%	-0.5%	+10.0%	➖ noise
14	datafusion:arrow	-1.2%	+2.2%	-3.3%	+10.0%	➖ noise
14	datafusion:vortex-compact	-1.2%	+2.2%	-3.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.9%	+2.2%	-4.1%	+13.8%	➖ noise
14	duckdb:duckdb	+1.7%	+2.2%	-0.6%	+10.0%	➖ noise
14	duckdb:vortex-compact	-5.1%	+2.2%	-7.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-4.7%	+2.2%	-6.8%	+10.2%	➖ noise
15	datafusion:arrow	-1.3%	-4.4%	+3.3%	+10.0%	➖ noise
15	datafusion:vortex-compact	-2.3%	-4.4%	+2.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-1.3%	-4.4%	+3.3%	+10.0%	➖ noise
15	duckdb:duckdb	+0.9%	-4.4%	+5.6%	+10.0%	➖ noise
15	duckdb:vortex-compact	-1.7%	-4.4%	+2.9%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-4.3%	-4.4%	+0.1%	+10.0%	➖ noise
16	datafusion:arrow	-4.5%	+1.2%	-5.6%	+11.9%	➖ noise
16	datafusion:vortex-compact	-3.4%	+1.2%	-4.6%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.4%	+1.2%	-0.8%	+10.9%	➖ noise
16	duckdb:duckdb	+0.1%	+1.2%	-1.1%	+11.5%	➖ noise
16	duckdb:vortex-compact	-0.2%	+1.2%	-1.4%	+11.5%	➖ noise
16	duckdb:vortex-file-compressed	-3.5%	+1.2%	-4.6%	+10.8%	➖ noise
17	datafusion:arrow	-1.1%	-0.6%	-0.5%	+10.0%	➖ noise
17	datafusion:vortex-compact	-0.7%	-0.6%	-0.0%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.2%	-0.6%	+1.8%	+10.0%	➖ noise
17	duckdb:duckdb	+1.1%	-0.6%	+1.8%	+10.0%	➖ noise
17	duckdb:vortex-compact	-4.0%	-0.6%	-3.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.7%	-0.6%	+1.4%	+10.0%	➖ noise
18	datafusion:arrow	-4.1%	-1.2%	-2.9%	+10.0%	➖ noise
18	datafusion:vortex-compact	+0.1%	-1.2%	+1.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+0.5%	-1.2%	+1.7%	+10.0%	➖ noise
18	duckdb:duckdb	-0.2%	-1.2%	+1.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-2.2%	-1.2%	-1.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.0%	-1.2%	+1.2%	+10.0%	➖ noise
19	datafusion:arrow	+0.5%	+0.9%	-0.3%	+10.0%	➖ noise
19	datafusion:vortex-compact	+3.3%	+0.9%	+2.4%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+3.6%	+0.9%	+2.7%	+10.0%	➖ noise
19	duckdb:duckdb	+0.8%	+0.9%	-0.0%	+10.0%	➖ noise
19	duckdb:vortex-compact	-0.5%	+0.9%	-1.4%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.2%	+0.9%	-1.0%	+10.0%	➖ noise
20	datafusion:arrow	-3.0%	+0.7%	-3.7%	+10.0%	➖ noise
20	datafusion:vortex-compact	+0.5%	+0.7%	-0.2%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.2%	+0.7%	-1.9%	+10.0%	➖ noise
20	duckdb:duckdb	+0.8%	+0.7%	+0.1%	+10.0%	➖ noise
20	duckdb:vortex-compact	-1.5%	+0.7%	-2.2%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+1.9%	+0.7%	+1.2%	+10.0%	➖ noise
21	datafusion:arrow	+0.1%	-2.5%	+2.7%	+10.0%	➖ noise
21	datafusion:vortex-compact	-1.4%	-2.5%	+1.1%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-0.9%	-2.5%	+1.6%	+10.0%	➖ noise
21	duckdb:duckdb	+1.6%	-2.5%	+4.2%	+10.0%	➖ noise
21	duckdb:vortex-compact	-1.6%	-2.5%	+0.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-0.8%	-2.5%	+1.7%	+10.0%	➖ noise
22	datafusion:arrow	-7.3%	-0.4%	-7.0%	+10.0%	➖ noise
22	datafusion:vortex-compact	+1.6%	-0.4%	+2.0%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.5%	-0.4%	+1.9%	+10.0%	➖ noise
22	duckdb:duckdb	-5.2%	-0.4%	-4.8%	+12.4%	➖ noise
22	duckdb:vortex-compact	-0.8%	-0.4%	-0.4%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-1.2%	-0.4%	-0.8%	+10.0%	➖ noise

[github-actions]

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.7%
Vortex (geomean): 0.850x ➖
Parquet (geomean): 0.856x ➖
Shifts: Parquet (control) -14.4% · Median polish -19.0%

---

datafusion / vortex-file-compressed (0.795x ➖, 5↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	229714514	347357310	0.66
tpch_q02/datafusion:vortex-file-compressed 🚀	463770719	729834790	0.64
tpch_q03/datafusion:vortex-file-compressed	372328818	525031750	0.71
tpch_q04/datafusion:vortex-file-compressed 🚀	194219999	351057080	0.55
tpch_q05/datafusion:vortex-file-compressed	467802514	582736759	0.80
tpch_q06/datafusion:vortex-file-compressed	297509304	411972744	0.72
tpch_q07/datafusion:vortex-file-compressed	493548804	567562579	0.87
tpch_q08/datafusion:vortex-file-compressed	584879061	803551614	0.73
tpch_q09/datafusion:vortex-file-compressed 🚀	442208661	735991305	0.60
tpch_q10/datafusion:vortex-file-compressed	526108617	714752503	0.74
tpch_q11/datafusion:vortex-file-compressed	388122470	418839008	0.93
tpch_q12/datafusion:vortex-file-compressed	416390721	559111830	0.74
tpch_q13/datafusion:vortex-file-compressed 🚀	203365947	371401106	0.55
tpch_q14/datafusion:vortex-file-compressed	404183900	363843489	1.11
tpch_q15/datafusion:vortex-file-compressed	575587414	570011136	1.01
tpch_q16/datafusion:vortex-file-compressed	390211739	334412551	1.17
tpch_q17/datafusion:vortex-file-compressed	402397297	460905417	0.87
tpch_q18/datafusion:vortex-file-compressed	323869272	404711077	0.80
tpch_q19/datafusion:vortex-file-compressed	355625951	454788040	0.78
tpch_q20/datafusion:vortex-file-compressed	353379469	355486974	0.99
tpch_q21/datafusion:vortex-file-compressed	504170152	539988783	0.93
tpch_q22/datafusion:vortex-file-compressed	164232468	171356989	0.96

datafusion / vortex-compact (0.770x ➖, 9↑ 1↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	268166350	299684792	0.89
tpch_q02/datafusion:vortex-compact 🚀	639358962	958583404	0.67
tpch_q03/datafusion:vortex-compact 🚀	383850674	598054487	0.64
tpch_q04/datafusion:vortex-compact 🚀	251147348	360772887	0.70
tpch_q05/datafusion:vortex-compact	425393280	409891804	1.04
tpch_q06/datafusion:vortex-compact	333883039	342761309	0.97
tpch_q07/datafusion:vortex-compact 🚨	571806318	423670496	1.35
tpch_q08/datafusion:vortex-compact	516930984	687004313	0.75
tpch_q09/datafusion:vortex-compact 🚀	395294921	642729465	0.62
tpch_q10/datafusion:vortex-compact 🚀	434586702	917370326	0.47
tpch_q11/datafusion:vortex-compact 🚀	259713821	405856572	0.64
tpch_q12/datafusion:vortex-compact	470117378	520337401	0.90
tpch_q13/datafusion:vortex-compact	215597159	257247144	0.84
tpch_q14/datafusion:vortex-compact 🚀	248011542	364609491	0.68
tpch_q15/datafusion:vortex-compact	486418686	582676788	0.83
tpch_q16/datafusion:vortex-compact	184587977	206435707	0.89
tpch_q17/datafusion:vortex-compact	358749603	408147410	0.88
tpch_q18/datafusion:vortex-compact	269208745	371044381	0.73
tpch_q19/datafusion:vortex-compact 🚀	471912510	758716570	0.62
tpch_q20/datafusion:vortex-compact	437341442	585181630	0.75
tpch_q21/datafusion:vortex-compact	534003618	657300867	0.81
tpch_q22/datafusion:vortex-compact 🚀	149897084	220180982	0.68

datafusion / parquet (0.763x ➖, 7↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	229140070	330968503	0.69
tpch_q02/datafusion:parquet	453264098	602885639	0.75
tpch_q03/datafusion:parquet	314938285	418929646	0.75
tpch_q04/datafusion:parquet	161471022	202001007	0.80
tpch_q05/datafusion:parquet	485665700	563608176	0.86
tpch_q06/datafusion:parquet 🚀	150809700	224750079	0.67
tpch_q07/datafusion:parquet 🚀	494214465	706911569	0.70
tpch_q08/datafusion:parquet 🚀	546934058	818533699	0.67
tpch_q09/datafusion:parquet	472064325	638584361	0.74
tpch_q10/datafusion:parquet 🚀	544456281	839426037	0.65
tpch_q11/datafusion:parquet	379605213	368954231	1.03
tpch_q12/datafusion:parquet	294410183	402620589	0.73
tpch_q13/datafusion:parquet	437705197	482362738	0.91
tpch_q14/datafusion:parquet	178665030	189438293	0.94
tpch_q15/datafusion:parquet	286755392	368989551	0.78
tpch_q16/datafusion:parquet	190589402	256373277	0.74
tpch_q17/datafusion:parquet	458638009	503346782	0.91
tpch_q18/datafusion:parquet	523666617	639185214	0.82
tpch_q19/datafusion:parquet 🚀	385634631	635419321	0.61
tpch_q20/datafusion:parquet	334469401	446315984	0.75
tpch_q21/datafusion:parquet 🚀	628894457	1020012864	0.62
tpch_q22/datafusion:parquet	223835336	273614113	0.82

duckdb / vortex-file-compressed (0.951x ➖, 0↑ 1↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	297985768	301822580	0.99
tpch_q02/duckdb:vortex-file-compressed	1048095260	1178287961	0.89
tpch_q03/duckdb:vortex-file-compressed	696958371	713188439	0.98
tpch_q04/duckdb:vortex-file-compressed 🚨	581981030	387718663	1.50
tpch_q05/duckdb:vortex-file-compressed	975660117	1020950247	0.96
tpch_q06/duckdb:vortex-file-compressed	514606915	528945303	0.97
tpch_q07/duckdb:vortex-file-compressed	886157420	872283682	1.02
tpch_q08/duckdb:vortex-file-compressed	1041997562	1000301495	1.04
tpch_q09/duckdb:vortex-file-compressed	933668463	908287322	1.03
tpch_q10/duckdb:vortex-file-compressed	857286638	916526355	0.94
tpch_q11/duckdb:vortex-file-compressed	590571167	582092321	1.01
tpch_q12/duckdb:vortex-file-compressed	672835247	594146295	1.13
tpch_q13/duckdb:vortex-file-compressed	471628314	660155558	0.71
tpch_q14/duckdb:vortex-file-compressed	579086191	813406361	0.71
tpch_q15/duckdb:vortex-file-compressed	368136640	355980994	1.03
tpch_q16/duckdb:vortex-file-compressed	387943400	416943122	0.93
tpch_q17/duckdb:vortex-file-compressed	798771969	882219107	0.91
tpch_q18/duckdb:vortex-file-compressed	637617891	694799142	0.92
tpch_q19/duckdb:vortex-file-compressed	487241070	608605739	0.80
tpch_q20/duckdb:vortex-file-compressed	775662741	1044951869	0.74
tpch_q21/duckdb:vortex-file-compressed	1228135427	1318485963	0.93
tpch_q22/duckdb:vortex-file-compressed	424065098	402805922	1.05

duckdb / vortex-compact (0.898x ➖, 2↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	295474225	354011556	0.83
tpch_q02/duckdb:vortex-compact	1105413207	1076828503	1.03
tpch_q03/duckdb:vortex-compact 🚀	691253903	1007240474	0.69
tpch_q04/duckdb:vortex-compact	410890688	378735460	1.08
tpch_q05/duckdb:vortex-compact	1089805936	1071266190	1.02
tpch_q06/duckdb:vortex-compact 🚀	446735670	745069093	0.60
tpch_q07/duckdb:vortex-compact	879486260	914101240	0.96
tpch_q08/duckdb:vortex-compact	900854541	1085827139	0.83
tpch_q09/duckdb:vortex-compact	925689564	1239570484	0.75
tpch_q10/duckdb:vortex-compact	711892257	923858476	0.77
tpch_q11/duckdb:vortex-compact	519050215	622569770	0.83
tpch_q12/duckdb:vortex-compact	485565690	585823175	0.83
tpch_q13/duckdb:vortex-compact	449168401	478417993	0.94
tpch_q14/duckdb:vortex-compact	686024192	592383379	1.16
tpch_q15/duckdb:vortex-compact	313044349	397437305	0.79
tpch_q16/duckdb:vortex-compact	448360843	393887731	1.14
tpch_q17/duckdb:vortex-compact	746854812	707825965	1.06
tpch_q18/duckdb:vortex-compact	510316148	590805894	0.86
tpch_q19/duckdb:vortex-compact	496519216	503162421	0.99
tpch_q20/duckdb:vortex-compact	904934725	816329333	1.11
tpch_q21/duckdb:vortex-compact	1223319286	1440507865	0.85
tpch_q22/duckdb:vortex-compact	366221225	400326468	0.91

duckdb / parquet (0.961x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	562502214	641832824	0.88
tpch_q02/duckdb:parquet	1414697061	1571400190	0.90
tpch_q03/duckdb:parquet	1196652507	1014338412	1.18
tpch_q04/duckdb:parquet	681932210	639326006	1.07
tpch_q05/duckdb:parquet	1696143161	1706168673	0.99
tpch_q06/duckdb:parquet	576094747	518139857	1.11
tpch_q07/duckdb:parquet	1455455357	1447372091	1.01
tpch_q08/duckdb:parquet	1697797279	1881454010	0.90
tpch_q09/duckdb:parquet	1712370128	1654632899	1.03
tpch_q10/duckdb:parquet	1744318074	1453639888	1.20
tpch_q11/duckdb:parquet	927609219	1015470245	0.91
tpch_q12/duckdb:parquet	750853261	845708100	0.89
tpch_q13/duckdb:parquet	933286126	1026262222	0.91
tpch_q14/duckdb:parquet	711394414	690574818	1.03
tpch_q15/duckdb:parquet	668853577	630650463	1.06
tpch_q16/duckdb:parquet	691494588	695722852	0.99
tpch_q17/duckdb:parquet	763524473	830574714	0.92
tpch_q18/duckdb:parquet	943920332	1196861013	0.79
tpch_q19/duckdb:parquet	981531392	904106184	1.09
tpch_q20/duckdb:parquet	1305635486	1482131561	0.88
tpch_q21/duckdb:parquet	1279854838	1564370685	0.82
tpch_q22/duckdb:parquet	508832611	680130623	0.75

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-10.5%	-22.1%	+14.9%	+192.1%	➖ noise
1	datafusion:vortex-file-compressed	-33.9%	-22.1%	-15.1%	+155.1%	➖ noise
1	duckdb:vortex-compact	-16.5%	-22.1%	+7.2%	+111.1%	➖ noise
1	duckdb:vortex-file-compressed	-1.3%	-22.1%	+26.7%	+67.8%	➖ noise
2	datafusion:vortex-compact	-33.3%	-17.7%	-18.9%	+97.3%	➖ noise
2	datafusion:vortex-file-compressed	-36.5%	-17.7%	-22.8%	+37.4%	➖ noise
2	duckdb:vortex-compact	+2.7%	-17.7%	+24.8%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-11.0%	-17.7%	+8.1%	+30.3%	➖ noise
3	datafusion:vortex-compact	-35.8%	-5.8%	-31.8%	+58.3%	➖ noise
3	datafusion:vortex-file-compressed	-29.1%	-5.8%	-24.7%	+123.5%	➖ noise
3	duckdb:vortex-compact	-31.4%	-5.8%	-27.1%	+56.3%	➖ noise
3	duckdb:vortex-file-compressed	-2.3%	-5.8%	+3.8%	+38.7%	➖ noise
4	datafusion:vortex-compact	-30.4%	-7.7%	-24.6%	+59.3%	➖ noise
4	datafusion:vortex-file-compressed	-44.7%	-7.7%	-40.1%	+32.7%	✅ faster
4	duckdb:vortex-compact	+8.5%	-7.7%	+17.5%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+50.1%	-7.7%	+62.6%	+50.5%	🚨 regression
5	datafusion:vortex-compact	+3.8%	-7.4%	+12.1%	+33.4%	➖ noise
5	datafusion:vortex-file-compressed	-19.7%	-7.4%	-13.3%	+51.9%	➖ noise
5	duckdb:vortex-compact	+1.7%	-7.4%	+9.9%	+45.9%	➖ noise
5	duckdb:vortex-file-compressed	-4.4%	-7.4%	+3.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	-2.6%	-13.6%	+12.8%	+65.4%	➖ noise
6	datafusion:vortex-file-compressed	-27.8%	-13.6%	-16.4%	+56.8%	➖ noise
6	duckdb:vortex-compact	-40.0%	-13.6%	-30.6%	+59.6%	➖ noise
6	duckdb:vortex-file-compressed	-2.7%	-13.6%	+12.6%	+59.4%	➖ noise
7	datafusion:vortex-compact	+35.0%	-16.2%	+61.0%	+47.6%	🚨 regression
7	datafusion:vortex-file-compressed	-13.0%	-16.2%	+3.7%	+30.0%	➖ noise
7	duckdb:vortex-compact	-3.8%	-16.2%	+14.7%	+37.2%	➖ noise
7	duckdb:vortex-file-compressed	+1.6%	-16.2%	+21.2%	+30.0%	➖ noise
8	datafusion:vortex-compact	-24.8%	-22.3%	-3.1%	+36.7%	➖ noise
8	datafusion:vortex-file-compressed	-27.2%	-22.3%	-6.3%	+64.0%	➖ noise
8	duckdb:vortex-compact	-17.0%	-22.3%	+6.8%	+35.8%	➖ noise
8	duckdb:vortex-file-compressed	+4.2%	-22.3%	+34.1%	+30.0%	🚨 regression
9	datafusion:vortex-compact	-38.5%	-12.5%	-29.7%	+36.2%	✅ faster
9	datafusion:vortex-file-compressed	-39.9%	-12.5%	-31.3%	+34.1%	✅ faster
9	duckdb:vortex-compact	-25.3%	-12.5%	-14.6%	+33.7%	➖ noise
9	duckdb:vortex-file-compressed	+2.8%	-12.5%	+17.5%	+30.0%	➖ noise
10	datafusion:vortex-compact	-52.6%	-11.8%	-46.3%	+43.7%	✅ faster
10	datafusion:vortex-file-compressed	-26.4%	-11.8%	-16.6%	+35.9%	➖ noise
10	duckdb:vortex-compact	-22.9%	-11.8%	-12.7%	+33.8%	➖ noise
10	duckdb:vortex-file-compressed	-6.5%	-11.8%	+6.0%	+30.0%	➖ noise
11	datafusion:vortex-compact	-36.0%	-3.1%	-34.0%	+40.3%	✅ faster
11	datafusion:vortex-file-compressed	-7.3%	-3.1%	-4.4%	+40.0%	➖ noise
11	duckdb:vortex-compact	-16.6%	-3.1%	-14.0%	+37.8%	➖ noise
11	duckdb:vortex-file-compressed	+1.5%	-3.1%	+4.7%	+31.3%	➖ noise
12	datafusion:vortex-compact	-9.7%	-19.4%	+12.1%	+37.1%	➖ noise
12	datafusion:vortex-file-compressed	-25.5%	-19.4%	-7.6%	+39.6%	➖ noise
12	duckdb:vortex-compact	-17.1%	-19.4%	+2.9%	+35.2%	➖ noise
12	duckdb:vortex-file-compressed	+13.2%	-19.4%	+40.5%	+37.8%	🚨 regression
13	datafusion:vortex-compact	-16.2%	-9.2%	-7.7%	+74.2%	➖ noise
13	datafusion:vortex-file-compressed	-45.2%	-9.2%	-39.7%	+90.2%	➖ noise
13	duckdb:vortex-compact	-6.1%	-9.2%	+3.4%	+105.4%	➖ noise
13	duckdb:vortex-file-compressed	-28.6%	-9.2%	-21.4%	+30.0%	➖ noise
14	datafusion:vortex-compact	-32.0%	-1.4%	-31.0%	+40.0%	✅ faster
14	datafusion:vortex-file-compressed	+11.1%	-1.4%	+12.7%	+70.9%	➖ noise
14	duckdb:vortex-compact	+15.8%	-1.4%	+17.5%	+59.8%	➖ noise
14	duckdb:vortex-file-compressed	-28.8%	-1.4%	-27.8%	+60.9%	➖ noise
15	datafusion:vortex-compact	-16.5%	-9.2%	-8.0%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.0%	-9.2%	+11.2%	+50.5%	➖ noise
15	duckdb:vortex-compact	-21.2%	-9.2%	-13.2%	+57.2%	➖ noise
15	duckdb:vortex-file-compressed	+3.4%	-9.2%	+13.9%	+49.1%	➖ noise
16	datafusion:vortex-compact	-10.6%	-14.0%	+4.0%	+32.7%	➖ noise
16	datafusion:vortex-file-compressed	+16.7%	-14.0%	+35.7%	+90.6%	➖ noise
16	duckdb:vortex-compact	+13.8%	-14.0%	+32.4%	+36.4%	➖ noise
16	duckdb:vortex-file-compressed	-7.0%	-14.0%	+8.2%	+55.7%	➖ noise
17	datafusion:vortex-compact	-12.1%	-8.5%	-4.0%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-12.7%	-8.5%	-4.6%	+52.5%	➖ noise
17	duckdb:vortex-compact	+5.5%	-8.5%	+15.3%	+32.3%	➖ noise
17	duckdb:vortex-file-compressed	-9.5%	-8.5%	-1.1%	+30.0%	➖ noise
18	datafusion:vortex-compact	-27.4%	-19.6%	-9.7%	+51.0%	➖ noise
18	datafusion:vortex-file-compressed	-20.0%	-19.6%	-0.4%	+48.7%	➖ noise
18	duckdb:vortex-compact	-13.6%	-19.6%	+7.5%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-8.2%	-19.6%	+14.2%	+36.0%	➖ noise
19	datafusion:vortex-compact	-37.8%	-18.8%	-23.4%	+30.0%	✅ faster
19	datafusion:vortex-file-compressed	-21.8%	-18.8%	-3.7%	+43.5%	➖ noise
19	duckdb:vortex-compact	-1.3%	-18.8%	+21.6%	+40.7%	➖ noise
19	duckdb:vortex-file-compressed	-19.9%	-18.8%	-1.4%	+54.5%	➖ noise
20	datafusion:vortex-compact	-25.3%	-18.7%	-8.0%	+38.1%	➖ noise
20	datafusion:vortex-file-compressed	-0.6%	-18.7%	+22.3%	+31.1%	➖ noise
20	duckdb:vortex-compact	+10.9%	-18.7%	+36.4%	+30.0%	🚨 regression
20	duckdb:vortex-file-compressed	-25.8%	-18.7%	-8.6%	+31.9%	➖ noise
21	datafusion:vortex-compact	-18.8%	-29.0%	+14.4%	+37.3%	➖ noise
21	datafusion:vortex-file-compressed	-6.6%	-29.0%	+31.5%	+49.8%	➖ noise
21	duckdb:vortex-compact	-15.1%	-29.0%	+19.6%	+58.2%	➖ noise
21	duckdb:vortex-file-compressed	-6.9%	-29.0%	+31.2%	+35.2%	➖ noise
22	datafusion:vortex-compact	-31.9%	-21.8%	-13.0%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	-4.2%	-21.8%	+22.5%	+37.9%	➖ noise
22	duckdb:vortex-compact	-8.5%	-21.8%	+16.9%	+37.6%	➖ noise
22	duckdb:vortex-file-compressed	+5.3%	-21.8%	+34.6%	+60.6%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +3.0%
Vortex (geomean): 0.942x ➖
Parquet (geomean): 0.915x ➖
Shifts: Parquet (control) -8.5% · Median polish -4.8%

---

datafusion / vortex-file-compressed (0.975x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	42211230	33081747	1.28
fineweb_q01/datafusion:vortex-file-compressed	809903696	790918013	1.02
fineweb_q02/datafusion:vortex-file-compressed	737953958	634557154	1.16
fineweb_q03/datafusion:vortex-file-compressed	1456998847	1680963354	0.87
fineweb_q04/datafusion:vortex-file-compressed	1390058464	1487541685	0.93
fineweb_q05/datafusion:vortex-file-compressed	1351664914	1416122454	0.95
fineweb_q06/datafusion:vortex-file-compressed	1615887735	1635668338	0.99
fineweb_q07/datafusion:vortex-file-compressed	1417373992	1609383260	0.88
fineweb_q08/datafusion:vortex-file-compressed	612525200	789172410	0.78

datafusion / vortex-compact (0.945x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	33519083	35307932	0.95
fineweb_q01/datafusion:vortex-compact	537315584	567345139	0.95
fineweb_q02/datafusion:vortex-compact	747197575	770716182	0.97
fineweb_q03/datafusion:vortex-compact	1845969422	1840024295	1.00
fineweb_q04/datafusion:vortex-compact	2260537277	2274733358	0.99
fineweb_q05/datafusion:vortex-compact	1722770911	1711113545	1.01
fineweb_q06/datafusion:vortex-compact	1458740684	1638792901	0.89
fineweb_q07/datafusion:vortex-compact	1254611507	1655929358	0.76
fineweb_q08/datafusion:vortex-compact	441660958	435297144	1.01

datafusion / parquet (0.898x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1519258476	1358175887	1.12
fineweb_q01/datafusion:parquet	2275428241	1940616082	1.17
fineweb_q02/datafusion:parquet	1947567011	2282765367	0.85
fineweb_q03/datafusion:parquet	2057142312	2034097145	1.01
fineweb_q04/datafusion:parquet	1996658954	2463893840	0.81
fineweb_q05/datafusion:parquet	1932377193	2342258650	0.83
fineweb_q06/datafusion:parquet	1926638926	2431278923	0.79
fineweb_q07/datafusion:parquet	2079679503	2773683461	0.75
fineweb_q08/datafusion:parquet	1900077484	2238983886	0.85

duckdb / vortex-file-compressed (0.936x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	99961506	90475860	1.10
fineweb_q01/duckdb:vortex-file-compressed	658158580	766881738	0.86
fineweb_q02/duckdb:vortex-file-compressed	523663025	618977001	0.85
fineweb_q03/duckdb:vortex-file-compressed	1530188400	1649309133	0.93
fineweb_q04/duckdb:vortex-file-compressed	1646816927	1642925139	1.00
fineweb_q05/duckdb:vortex-file-compressed	1588947254	1606951244	0.99
fineweb_q06/duckdb:vortex-file-compressed	1651292010	1724450560	0.96
fineweb_q07/duckdb:vortex-file-compressed	1633970598	1661588348	0.98
fineweb_q08/duckdb:vortex-file-compressed	626251889	791835151	0.79

duckdb / vortex-compact (0.915x ➖, 1↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	99288799	95468515	1.04
fineweb_q01/duckdb:vortex-compact	685466620	889171254	0.77
fineweb_q02/duckdb:vortex-compact 🚀	592873482	958517314	0.62
fineweb_q03/duckdb:vortex-compact	1727735279	1697199564	1.02
fineweb_q04/duckdb:vortex-compact	1844938856	1737927275	1.06
fineweb_q05/duckdb:vortex-compact	1699187857	1838503133	0.92
fineweb_q06/duckdb:vortex-compact	1503841736	1585794800	0.95
fineweb_q07/duckdb:vortex-compact	1416133794	1391111835	1.02
fineweb_q08/duckdb:vortex-compact	516012858	548785765	0.94

duckdb / parquet (0.931x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1151284152	1284605629	0.90
fineweb_q01/duckdb:parquet	1696192787	1863136977	0.91
fineweb_q02/duckdb:parquet	1771367654	1873448262	0.95
fineweb_q03/duckdb:parquet	4394721134	4703161581	0.93
fineweb_q04/duckdb:parquet	2143630161	2049416980	1.05
fineweb_q05/duckdb:parquet	2829681725	3348545716	0.85
fineweb_q06/duckdb:parquet	3550790500	3805441881	0.93
fineweb_q07/duckdb:parquet	4443380717	4756273924	0.93
fineweb_q08/duckdb:parquet	1077401408	1139892006	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-5.1%	+0.1%	-5.2%	+235.9%	➖ noise
0	datafusion:vortex-file-compressed	+27.6%	+0.1%	+27.4%	+277.7%	➖ noise
0	duckdb:vortex-compact	+4.0%	+0.1%	+3.9%	+119.8%	➖ noise
0	duckdb:vortex-file-compressed	+10.5%	+0.1%	+10.3%	+60.0%	➖ noise
1	datafusion:vortex-compact	-5.3%	+3.3%	-8.3%	+77.5%	➖ noise
1	datafusion:vortex-file-compressed	+2.4%	+3.3%	-0.9%	+66.1%	➖ noise
1	duckdb:vortex-compact	-22.9%	+3.3%	-25.4%	+67.0%	➖ noise
1	duckdb:vortex-file-compressed	-14.2%	+3.3%	-16.9%	+36.7%	➖ noise
2	datafusion:vortex-compact	-3.1%	-10.2%	+7.9%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+16.3%	-10.2%	+29.5%	+64.0%	➖ noise
2	duckdb:vortex-compact	-38.1%	-10.2%	-31.1%	+35.0%	✅ faster
2	duckdb:vortex-file-compressed	-15.4%	-10.2%	-5.8%	+61.5%	➖ noise
3	datafusion:vortex-compact	+0.3%	-2.8%	+3.2%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-13.3%	-2.8%	-10.8%	+30.0%	➖ noise
3	duckdb:vortex-compact	+1.8%	-2.8%	+4.7%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-7.2%	-2.8%	-4.6%	+30.0%	➖ noise
4	datafusion:vortex-compact	-0.6%	-7.9%	+7.9%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-6.6%	-7.9%	+1.5%	+30.0%	➖ noise
4	duckdb:vortex-compact	+6.2%	-7.9%	+15.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.2%	-7.9%	+8.9%	+30.0%	➖ noise
5	datafusion:vortex-compact	+0.7%	-16.5%	+20.6%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-4.6%	-16.5%	+14.3%	+30.0%	➖ noise
5	duckdb:vortex-compact	-7.6%	-16.5%	+10.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.1%	-16.5%	+18.4%	+30.0%	➖ noise
6	datafusion:vortex-compact	-11.0%	-14.0%	+3.5%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.2%	-14.0%	+14.9%	+30.0%	➖ noise
6	duckdb:vortex-compact	-5.2%	-14.0%	+10.3%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.2%	-14.0%	+11.4%	+30.0%	➖ noise
7	datafusion:vortex-compact	-24.2%	-16.3%	-9.5%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-11.9%	-16.3%	+5.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	+1.8%	-16.3%	+21.6%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.7%	-16.3%	+17.5%	+30.0%	➖ noise
8	datafusion:vortex-compact	+1.5%	-10.4%	+13.3%	+31.6%	➖ noise
8	datafusion:vortex-file-compressed	-22.4%	-10.4%	-13.3%	+44.4%	➖ noise
8	duckdb:vortex-compact	-6.0%	-10.4%	+5.0%	+41.2%	➖ noise
8	duckdb:vortex-file-compressed	-20.9%	-10.4%	-11.7%	+51.2%	➖ noise

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 0.823x ✅
Parquet (geomean): 0.955x ➖

---

unknown / unknown (0.907x ➖, 18↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	3091757	2971697	1.04
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer 🚀	1282587	1833376	0.70
random-access/feature-vectors/correlated/parquet-tokio-local-disk	11722844317	12473913889	0.94
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11265591298	12382027898	0.91
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8425803	8676988	0.97
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	6631429	6996302	0.95
random-access/feature-vectors/uniform/lance-tokio-local-disk 🚀	1476085	1840126	0.80
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2383748	2390306	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk 🚀	11176731874	14402523042	0.78
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer 🚀	11147520667	14372857550	0.78
random-access/feature-vectors/uniform/vortex-tokio-local-disk	12726162	13960604	0.91
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12972418	14401896	0.90
random-access/lance-tokio-local-disk	757669	740583	1.02
random-access/lance-tokio-local-disk-footer	1359019	1351041	1.01
random-access/nested-lists/correlated/lance-tokio-local-disk	270539	295898	0.91
random-access/nested-lists/correlated/lance-tokio-local-disk-footer 🚀	714347	844750	0.85
random-access/nested-lists/correlated/parquet-tokio-local-disk	135720773	147698587	0.92
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	137813380	149968260	0.92
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚀	703231	854259	0.82
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚀	703152	920093	0.76
random-access/nested-lists/uniform/lance-tokio-local-disk	1178066	1296652	0.91
random-access/nested-lists/uniform/lance-tokio-local-disk-footer 🚀	1664991	1872935	0.89
random-access/nested-lists/uniform/parquet-tokio-local-disk	139536293	149206389	0.94
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	141772682	147380046	0.96
random-access/nested-lists/uniform/vortex-tokio-local-disk	2485830	2755197	0.90
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer 🚀	2520225	2822649	0.89
random-access/nested-structs/correlated/lance-tokio-local-disk	435201	436537	1.00
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	644459	650714	0.99
random-access/nested-structs/correlated/parquet-tokio-local-disk	27781733	29115716	0.95
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	27486264	27068340	1.02
random-access/nested-structs/correlated/vortex-tokio-local-disk	924387	872520	1.06
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 🚀	906304	1057582	0.86
random-access/nested-structs/uniform/lance-tokio-local-disk	2854492	2874645	0.99
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3132123	3118786	1.00
random-access/nested-structs/uniform/parquet-tokio-local-disk	27343558	26357314	1.04
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	27458059	25786130	1.06
random-access/nested-structs/uniform/vortex-tokio-local-disk 🚀	1829370	2440623	0.75
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer 🚀	1838350	2575499	0.71
random-access/parquet-tokio-local-disk	184980652	185995708	0.99
random-access/parquet-tokio-local-disk-footer	188054089	186708880	1.01
random-access/taxi/correlated/lance-tokio-local-disk	982599	967402	1.02
random-access/taxi/correlated/lance-tokio-local-disk-footer	1674485	1647383	1.02
random-access/taxi/correlated/parquet-tokio-local-disk	282261290	277724844	1.02
random-access/taxi/correlated/parquet-tokio-local-disk-footer	281664583	280325525	1.00
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1875794	2576226	0.73
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1720192	2476320	0.69
random-access/taxi/uniform/lance-tokio-local-disk	8768726	8454071	1.04
random-access/taxi/uniform/lance-tokio-local-disk-footer	9375958	9147495	1.02
random-access/taxi/uniform/parquet-tokio-local-disk	297270429	292412579	1.02
random-access/taxi/uniform/parquet-tokio-local-disk-footer	294433131	292641380	1.01
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4606486	5543600	0.83
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4463817	5602073	0.80
random-access/vortex-tokio-local-disk 🚀	1270746	1863663	0.68
random-access/vortex-tokio-local-disk-footer 🚀	1276742	1819201	0.70

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.2%
Vortex (geomean): 1.022x ➖
Parquet (geomean): 1.020x ➖
Shifts: Parquet (control) +2.0% · Median polish +2.3%

---

duckdb / vortex-file-compressed (1.016x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	10221153	11053558	0.92
statpopgen_q01/duckdb:vortex-file-compressed	27475880	27113985	1.01
statpopgen_q02/duckdb:vortex-file-compressed	1336846355	1310278865	1.02
statpopgen_q03/duckdb:vortex-file-compressed	3158249959	3001862754	1.05
statpopgen_q04/duckdb:vortex-file-compressed	3275105335	3071952054	1.07
statpopgen_q05/duckdb:vortex-file-compressed	1410538439	1399998910	1.01
statpopgen_q06/duckdb:vortex-file-compressed	2063739793	2063495915	1.00
statpopgen_q07/duckdb:vortex-file-compressed	224655761	219408272	1.02
statpopgen_q08/duckdb:vortex-file-compressed	241774330	240687083	1.00
statpopgen_q09/duckdb:vortex-file-compressed	2807373105	2835613814	0.99
statpopgen_q10/duckdb:vortex-file-compressed	4958758260	4574746258	1.08

duckdb / vortex-compact (1.029x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10940113	10713277	1.02
statpopgen_q01/duckdb:vortex-compact	175726068	167087975	1.05
statpopgen_q02/duckdb:vortex-compact	1934428483	1795698504	1.08
statpopgen_q03/duckdb:vortex-compact	3513130427	3534999302	0.99
statpopgen_q04/duckdb:vortex-compact	3486876778	3463259370	1.01
statpopgen_q05/duckdb:vortex-compact	1840546893	1815044892	1.01
statpopgen_q06/duckdb:vortex-compact	2771122600	2664059326	1.04
statpopgen_q07/duckdb:vortex-compact	955725853	940662225	1.02
statpopgen_q08/duckdb:vortex-compact	990753266	975018240	1.02
statpopgen_q09/duckdb:vortex-compact	3364633936	3291962657	1.02
statpopgen_q10/duckdb:vortex-compact	5728658002	5398420772	1.06

duckdb / parquet (1.020x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	318592332	313414068	1.02
statpopgen_q01/duckdb:parquet	404173549	390409201	1.04
statpopgen_q02/duckdb:parquet	993903914	1005547362	0.99
statpopgen_q03/duckdb:parquet	1528751971	1499278916	1.02
statpopgen_q04/duckdb:parquet	1535502115	1500946416	1.02
statpopgen_q05/duckdb:parquet	1037554300	1009882097	1.03
statpopgen_q06/duckdb:parquet	1495987877	1459673486	1.02
statpopgen_q07/duckdb:parquet	1892475011	1850436085	1.02
statpopgen_q08/duckdb:parquet	1888258002	1860727699	1.01
statpopgen_q09/duckdb:parquet	1446142707	1377380035	1.05
statpopgen_q10/duckdb:parquet	2669206547	2667921927	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+2.1%	+1.7%	+0.5%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-7.5%	+1.7%	-9.0%	+10.0%	➖ noise
1	duckdb:vortex-compact	+5.2%	+3.5%	+1.6%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+1.3%	+3.5%	-2.1%	+239.0%	➖ noise
2	duckdb:vortex-compact	+7.7%	-1.2%	+9.0%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+2.0%	-1.2%	+3.2%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.6%	+2.0%	-2.5%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+5.2%	+2.0%	+3.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.7%	+2.3%	-1.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+6.6%	+2.3%	+4.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	+1.4%	+2.7%	-1.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.8%	+2.7%	-1.9%	+10.0%	➖ noise
6	duckdb:vortex-compact	+4.0%	+2.5%	+1.5%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.0%	+2.5%	-2.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.6%	+2.3%	-0.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.4%	+2.3%	+0.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	+1.6%	+1.5%	+0.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.5%	+1.5%	-1.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	+2.2%	+5.0%	-2.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.0%	+5.0%	-5.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	+6.1%	+0.0%	+6.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+8.4%	+0.0%	+8.3%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +3.1%
Vortex (geomean): 1.112x ➖
Parquet (geomean): 1.078x ➖
Shifts: Parquet (control) +7.8% · Median polish +9.7%

---

datafusion / vortex-file-compressed (1.095x ➖, 1↑ 5↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	727185077	655840861	1.11
tpch_q02/datafusion:vortex-file-compressed 🚨	1159516427	679746855	1.71
tpch_q03/datafusion:vortex-file-compressed 🚨	1002277754	767049215	1.31
tpch_q04/datafusion:vortex-file-compressed	736529112	626105766	1.18
tpch_q05/datafusion:vortex-file-compressed	1150859385	983722413	1.17
tpch_q06/datafusion:vortex-file-compressed	641141709	607919021	1.05
tpch_q07/datafusion:vortex-file-compressed	1237639161	996171558	1.24
tpch_q08/datafusion:vortex-file-compressed 🚨	1545608543	1152749449	1.34
tpch_q09/datafusion:vortex-file-compressed	1288151650	1638974247	0.79
tpch_q10/datafusion:vortex-file-compressed	1191057191	1507562391	0.79
tpch_q11/datafusion:vortex-file-compressed 🚀	460701778	841444105	0.55
tpch_q12/datafusion:vortex-file-compressed	1000064176	1054042114	0.95
tpch_q13/datafusion:vortex-file-compressed	432031489	418818099	1.03
tpch_q14/datafusion:vortex-file-compressed	632800564	595646884	1.06
tpch_q15/datafusion:vortex-file-compressed	1186223502	1060112230	1.12
tpch_q16/datafusion:vortex-file-compressed 🚨	412728321	296305477	1.39
tpch_q17/datafusion:vortex-file-compressed	1261353283	1156423717	1.09
tpch_q18/datafusion:vortex-file-compressed	1393882301	1234107581	1.13
tpch_q19/datafusion:vortex-file-compressed	812721671	724551618	1.12
tpch_q20/datafusion:vortex-file-compressed 🚨	1095280134	833321781	1.31
tpch_q21/datafusion:vortex-file-compressed	1848402085	1686502392	1.10
tpch_q22/datafusion:vortex-file-compressed	378161653	338167194	1.12

datafusion / vortex-compact (1.216x ➖, 0↑ 6↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	863279708	770330361	1.12
tpch_q02/datafusion:vortex-compact 🚨	1336218564	935432534	1.43
tpch_q03/datafusion:vortex-compact 🚨	1402645192	695141946	2.02
tpch_q04/datafusion:vortex-compact	749074374	649673705	1.15
tpch_q05/datafusion:vortex-compact	1145526403	941269930	1.22
tpch_q06/datafusion:vortex-compact	610478150	553684316	1.10
tpch_q07/datafusion:vortex-compact	1226389299	1112241726	1.10
tpch_q08/datafusion:vortex-compact	1390366393	1104842443	1.26
tpch_q09/datafusion:vortex-compact	1353045424	1233087878	1.10
tpch_q10/datafusion:vortex-compact 🚨	1310629086	874740308	1.50
tpch_q11/datafusion:vortex-compact 🚨	783727621	402358401	1.95
tpch_q12/datafusion:vortex-compact	859610588	797188782	1.08
tpch_q13/datafusion:vortex-compact	486620654	426679103	1.14
tpch_q14/datafusion:vortex-compact	566593926	659872429	0.86
tpch_q15/datafusion:vortex-compact	1088029109	1088177864	1.00
tpch_q16/datafusion:vortex-compact 🚨	468167126	305006372	1.53
tpch_q17/datafusion:vortex-compact	1338420816	1252156872	1.07
tpch_q18/datafusion:vortex-compact	1317043777	1344065008	0.98
tpch_q19/datafusion:vortex-compact	871183483	777680821	1.12
tpch_q20/datafusion:vortex-compact	935966324	859157963	1.09
tpch_q21/datafusion:vortex-compact	1815895845	1532001590	1.19
tpch_q22/datafusion:vortex-compact 🚨	630642657	464593028	1.36

datafusion / parquet (1.045x ➖, 0↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	828669729	976022520	0.85
tpch_q02/datafusion:parquet	1038240243	1276050306	0.81
tpch_q03/datafusion:parquet	1055473038	1205561503	0.88
tpch_q04/datafusion:parquet	555296651	607938076	0.91
tpch_q05/datafusion:parquet	1194782736	1370629593	0.87
tpch_q06/datafusion:parquet	557803462	503898368	1.11
tpch_q07/datafusion:parquet	1382987011	1359714705	1.02
tpch_q08/datafusion:parquet	1784443339	1542627439	1.16
tpch_q09/datafusion:parquet	1862012150	1789689634	1.04
tpch_q10/datafusion:parquet	2108900672	1976732497	1.07
tpch_q11/datafusion:parquet 🚨	698517198	508785216	1.37
tpch_q12/datafusion:parquet	761630211	731230757	1.04
tpch_q13/datafusion:parquet	740061222	757766696	0.98
tpch_q14/datafusion:parquet	781305357	821987063	0.95
tpch_q15/datafusion:parquet	1199482675	1175019838	1.02
tpch_q16/datafusion:parquet	465591337	382771818	1.22
tpch_q17/datafusion:parquet	1346251391	1384927909	0.97
tpch_q18/datafusion:parquet	1579241697	1642712883	0.96
tpch_q19/datafusion:parquet	1481262515	1210738545	1.22
tpch_q20/datafusion:parquet 🚨	1855517882	1191402847	1.56
tpch_q21/datafusion:parquet	1896132354	1764333140	1.07
tpch_q22/datafusion:parquet	801791843	667492325	1.20

duckdb / vortex-file-compressed (1.042x ➖, 0↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	724990432	655335763	1.11
tpch_q02/duckdb:vortex-file-compressed	1033683882	1169980146	0.88
tpch_q03/duckdb:vortex-file-compressed	976381968	859586628	1.14
tpch_q04/duckdb:vortex-file-compressed	730718712	720431806	1.01
tpch_q05/duckdb:vortex-file-compressed	1128517918	1168969464	0.97
tpch_q06/duckdb:vortex-file-compressed	861491532	881310697	0.98
tpch_q07/duckdb:vortex-file-compressed	1161350636	1233856743	0.94
tpch_q08/duckdb:vortex-file-compressed	1736782237	1559379570	1.11
tpch_q09/duckdb:vortex-file-compressed	1609058314	1644812043	0.98
tpch_q10/duckdb:vortex-file-compressed	1362512914	1304692875	1.04
tpch_q11/duckdb:vortex-file-compressed	762914255	738657688	1.03
tpch_q12/duckdb:vortex-file-compressed	822056832	729368669	1.13
tpch_q13/duckdb:vortex-file-compressed	932258459	918698760	1.01
tpch_q14/duckdb:vortex-file-compressed	985300841	824320887	1.20
tpch_q15/duckdb:vortex-file-compressed	562108223	546824616	1.03
tpch_q16/duckdb:vortex-file-compressed	466504592	443382241	1.05
tpch_q17/duckdb:vortex-file-compressed	1122820196	1045161294	1.07
tpch_q18/duckdb:vortex-file-compressed	985075452	915407764	1.08
tpch_q19/duckdb:vortex-file-compressed	781160269	799007552	0.98
tpch_q20/duckdb:vortex-file-compressed	1462527594	1193112680	1.23
tpch_q21/duckdb:vortex-file-compressed	2062549794	1953553168	1.06
tpch_q22/duckdb:vortex-file-compressed	716677363	742620997	0.97

duckdb / vortex-compact (1.102x ➖, 0↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	619691142	628945621	0.99
tpch_q02/duckdb:vortex-compact	1177633979	1156528013	1.02
tpch_q03/duckdb:vortex-compact	875678121	806398269	1.09
tpch_q04/duckdb:vortex-compact	588908483	533911573	1.10
tpch_q05/duckdb:vortex-compact	1177611710	1011317964	1.16
tpch_q06/duckdb:vortex-compact	769914058	693186974	1.11
tpch_q07/duckdb:vortex-compact	1169455633	1063020937	1.10
tpch_q08/duckdb:vortex-compact	1587131298	1488426855	1.07
tpch_q09/duckdb:vortex-compact	1522879783	1460084918	1.04
tpch_q10/duckdb:vortex-compact 🚨	1340094465	972627357	1.38
tpch_q11/duckdb:vortex-compact 🚨	939596236	702146005	1.34
tpch_q12/duckdb:vortex-compact	684318127	698100095	0.98
tpch_q13/duckdb:vortex-compact	962235795	859408839	1.12
tpch_q14/duckdb:vortex-compact	968868171	845338155	1.15
tpch_q15/duckdb:vortex-compact	579164841	540818547	1.07
tpch_q16/duckdb:vortex-compact	492799686	461305288	1.07
tpch_q17/duckdb:vortex-compact	1056657596	887937352	1.19
tpch_q18/duckdb:vortex-compact	831161829	848777693	0.98
tpch_q19/duckdb:vortex-compact	809539988	753106091	1.07
tpch_q20/duckdb:vortex-compact	1415995190	1235079157	1.15
tpch_q21/duckdb:vortex-compact	1920958170	1893481129	1.01
tpch_q22/duckdb:vortex-compact	711904797	617725545	1.15

duckdb / parquet (1.112x ➖, 0↑ 2↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	932378598	942602857	0.99
tpch_q02/duckdb:parquet	1720052010	1566202477	1.10
tpch_q03/duckdb:parquet	2006718199	1693499293	1.18
tpch_q04/duckdb:parquet	1372493873	1089102817	1.26
tpch_q05/duckdb:parquet	2322711389	2405843404	0.97
tpch_q06/duckdb:parquet	893407784	748683750	1.19
tpch_q07/duckdb:parquet 🚨	2289803292	1760624953	1.30
tpch_q08/duckdb:parquet	3103279813	2675740510	1.16
tpch_q09/duckdb:parquet	2839674836	2533854029	1.12
tpch_q10/duckdb:parquet	4126876136	3573393056	1.15
tpch_q11/duckdb:parquet	1060488647	1107907306	0.96
tpch_q12/duckdb:parquet	1176699255	1071103511	1.10
tpch_q13/duckdb:parquet	1391265674	1218538774	1.14
tpch_q14/duckdb:parquet	1219445833	1257172299	0.97
tpch_q15/duckdb:parquet	974482186	823966890	1.18
tpch_q16/duckdb:parquet	813236828	834370156	0.97
tpch_q17/duckdb:parquet	1563436491	1315931310	1.19
tpch_q18/duckdb:parquet	1492381649	1693684535	0.88
tpch_q19/duckdb:parquet 🚨	2038153511	1544064507	1.32
tpch_q20/duckdb:parquet	2224758573	1870231993	1.19
tpch_q21/duckdb:parquet	2060986241	1828753878	1.13
tpch_q22/duckdb:parquet	1134849034	990912523	1.15

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+12.1%	-8.4%	+22.3%	+70.1%	➖ noise
1	datafusion:vortex-file-compressed	+10.9%	-8.4%	+21.0%	+102.0%	➖ noise
1	duckdb:vortex-compact	-1.5%	-8.4%	+7.5%	+45.1%	➖ noise
1	duckdb:vortex-file-compressed	+10.6%	-8.4%	+20.7%	+51.5%	➖ noise
2	datafusion:vortex-compact	+42.8%	-5.5%	+51.1%	+49.0%	🚨 regression
2	datafusion:vortex-file-compressed	+70.6%	-5.5%	+80.5%	+64.4%	🚨 regression
2	duckdb:vortex-compact	+1.8%	-5.5%	+7.7%	+47.2%	➖ noise
2	duckdb:vortex-file-compressed	-11.6%	-5.5%	-6.5%	+54.8%	➖ noise
3	datafusion:vortex-compact	+101.8%	+1.9%	+98.1%	+116.8%	➖ noise
3	datafusion:vortex-file-compressed	+30.7%	+1.9%	+28.3%	+105.0%	➖ noise
3	duckdb:vortex-compact	+8.6%	+1.9%	+6.6%	+75.2%	➖ noise
3	duckdb:vortex-file-compressed	+13.6%	+1.9%	+11.5%	+68.1%	➖ noise
4	datafusion:vortex-compact	+15.3%	+7.3%	+7.5%	+61.8%	➖ noise
4	datafusion:vortex-file-compressed	+17.6%	+7.3%	+9.6%	+43.0%	➖ noise
4	duckdb:vortex-compact	+10.3%	+7.3%	+2.8%	+56.8%	➖ noise
4	duckdb:vortex-file-compressed	+1.4%	+7.3%	-5.5%	+46.3%	➖ noise
5	datafusion:vortex-compact	+21.7%	-8.3%	+32.7%	+30.1%	🚨 regression
5	datafusion:vortex-file-compressed	+17.0%	-8.3%	+27.5%	+30.1%	➖ noise
5	duckdb:vortex-compact	+16.4%	-8.3%	+26.9%	+30.1%	➖ noise
5	duckdb:vortex-file-compressed	-3.5%	-8.3%	+5.2%	+33.0%	➖ noise
6	datafusion:vortex-compact	+10.3%	+14.9%	-4.1%	+35.8%	➖ noise
6	datafusion:vortex-file-compressed	+5.5%	+14.9%	-8.2%	+32.1%	➖ noise
6	duckdb:vortex-compact	+11.1%	+14.9%	-3.4%	+30.1%	➖ noise
6	duckdb:vortex-file-compressed	-2.2%	+14.9%	-14.9%	+30.1%	➖ noise
7	datafusion:vortex-compact	+10.3%	+15.0%	-4.1%	+30.1%	➖ noise
7	datafusion:vortex-file-compressed	+24.2%	+15.0%	+8.0%	+30.1%	➖ noise
7	duckdb:vortex-compact	+10.0%	+15.0%	-4.3%	+30.1%	➖ noise
7	duckdb:vortex-file-compressed	-5.9%	+15.0%	-18.2%	+30.1%	➖ noise
8	datafusion:vortex-compact	+25.8%	+15.8%	+8.6%	+30.1%	➖ noise
8	datafusion:vortex-file-compressed	+34.1%	+15.8%	+15.8%	+30.1%	➖ noise
8	duckdb:vortex-compact	+6.6%	+15.8%	-7.9%	+44.8%	➖ noise
8	duckdb:vortex-file-compressed	+11.4%	+15.8%	-3.8%	+30.1%	➖ noise
9	datafusion:vortex-compact	+9.7%	+8.0%	+1.6%	+30.1%	➖ noise
9	datafusion:vortex-file-compressed	-21.4%	+8.0%	-27.2%	+30.1%	✅ faster
9	duckdb:vortex-compact	+4.3%	+8.0%	-3.4%	+30.1%	➖ noise
9	duckdb:vortex-file-compressed	-2.2%	+8.0%	-9.4%	+30.1%	➖ noise
10	datafusion:vortex-compact	+49.8%	+11.0%	+35.0%	+41.7%	➖ noise
10	datafusion:vortex-file-compressed	-21.0%	+11.0%	-28.8%	+46.8%	➖ noise
10	duckdb:vortex-compact	+37.8%	+11.0%	+24.1%	+31.3%	➖ noise
10	duckdb:vortex-file-compressed	+4.4%	+11.0%	-5.9%	+36.0%	➖ noise
11	datafusion:vortex-compact	+94.8%	+14.6%	+69.9%	+46.6%	🚨 regression
11	datafusion:vortex-file-compressed	-45.2%	+14.6%	-52.2%	+39.7%	✅ faster
11	duckdb:vortex-compact	+33.8%	+14.6%	+16.7%	+33.3%	➖ noise
11	duckdb:vortex-file-compressed	+3.3%	+14.6%	-9.9%	+30.1%	➖ noise
12	datafusion:vortex-compact	+7.8%	+7.0%	+0.8%	+30.1%	➖ noise
12	datafusion:vortex-file-compressed	-5.1%	+7.0%	-11.3%	+35.7%	➖ noise
12	duckdb:vortex-compact	-2.0%	+7.0%	-8.4%	+32.0%	➖ noise
12	duckdb:vortex-file-compressed	+12.7%	+7.0%	+5.4%	+35.5%	➖ noise
13	datafusion:vortex-compact	+14.0%	+5.6%	+8.0%	+58.6%	➖ noise
13	datafusion:vortex-file-compressed	+3.2%	+5.6%	-2.3%	+63.4%	➖ noise
13	duckdb:vortex-compact	+12.0%	+5.6%	+6.0%	+83.2%	➖ noise
13	duckdb:vortex-file-compressed	+1.5%	+5.6%	-3.9%	+91.3%	➖ noise
14	datafusion:vortex-compact	-14.1%	-4.0%	-10.6%	+30.1%	➖ noise
14	datafusion:vortex-file-compressed	+6.2%	-4.0%	+10.6%	+121.6%	➖ noise
14	duckdb:vortex-compact	+14.6%	-4.0%	+19.4%	+30.1%	➖ noise
14	duckdb:vortex-file-compressed	+19.5%	-4.0%	+24.5%	+30.1%	➖ noise
15	datafusion:vortex-compact	-0.0%	+9.9%	-9.0%	+40.2%	➖ noise
15	datafusion:vortex-file-compressed	+11.9%	+9.9%	+1.8%	+30.1%	➖ noise
15	duckdb:vortex-compact	+7.1%	+9.9%	-2.5%	+30.1%	➖ noise
15	duckdb:vortex-file-compressed	+2.8%	+9.9%	-6.4%	+30.1%	➖ noise
16	datafusion:vortex-compact	+53.5%	+8.9%	+41.0%	+42.3%	➖ noise
16	datafusion:vortex-file-compressed	+39.3%	+8.9%	+27.9%	+30.1%	➖ noise
16	duckdb:vortex-compact	+6.8%	+8.9%	-1.9%	+35.1%	➖ noise
16	duckdb:vortex-file-compressed	+5.2%	+8.9%	-3.4%	+44.8%	➖ noise
17	datafusion:vortex-compact	+6.9%	+7.5%	-0.5%	+30.1%	➖ noise
17	datafusion:vortex-file-compressed	+9.1%	+7.5%	+1.5%	+30.1%	➖ noise
17	duckdb:vortex-compact	+19.0%	+7.5%	+10.7%	+30.1%	➖ noise
17	duckdb:vortex-file-compressed	+7.4%	+7.5%	-0.0%	+30.1%	➖ noise
18	datafusion:vortex-compact	-2.0%	-8.0%	+6.5%	+30.1%	➖ noise
18	datafusion:vortex-file-compressed	+12.9%	-8.0%	+22.7%	+30.1%	➖ noise
18	duckdb:vortex-compact	-2.1%	-8.0%	+6.4%	+32.8%	➖ noise
18	duckdb:vortex-file-compressed	+7.6%	-8.0%	+16.9%	+30.1%	➖ noise
19	datafusion:vortex-compact	+12.0%	+27.1%	-11.8%	+42.0%	➖ noise
19	datafusion:vortex-file-compressed	+12.2%	+27.1%	-11.7%	+30.1%	➖ noise
19	duckdb:vortex-compact	+7.5%	+27.1%	-15.4%	+30.1%	➖ noise
19	duckdb:vortex-file-compressed	-2.2%	+27.1%	-23.1%	+30.1%	➖ noise
20	datafusion:vortex-compact	+8.9%	+36.1%	-20.0%	+33.0%	➖ noise
20	datafusion:vortex-file-compressed	+31.4%	+36.1%	-3.4%	+32.9%	➖ noise
20	duckdb:vortex-compact	+14.6%	+36.1%	-15.8%	+30.1%	➖ noise
20	duckdb:vortex-file-compressed	+22.6%	+36.1%	-9.9%	+30.5%	➖ noise
21	datafusion:vortex-compact	+18.5%	+10.1%	+7.7%	+30.1%	➖ noise
21	datafusion:vortex-file-compressed	+9.6%	+10.1%	-0.4%	+30.1%	➖ noise
21	duckdb:vortex-compact	+1.5%	+10.1%	-7.8%	+30.1%	➖ noise
21	duckdb:vortex-file-compressed	+5.6%	+10.1%	-4.1%	+30.1%	➖ noise
22	datafusion:vortex-compact	+35.7%	+17.3%	+15.7%	+65.6%	➖ noise
22	datafusion:vortex-file-compressed	+11.8%	+17.3%	-4.7%	+44.4%	➖ noise
22	duckdb:vortex-compact	+15.2%	+17.3%	-1.7%	+35.3%	➖ noise
22	duckdb:vortex-file-compressed	-3.5%	+17.3%	-17.7%	+33.3%	➖ noise

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.054x ➖
Parquet (geomean): 1.050x ➖

---

unknown / unknown (1.067x ➖, 0↑ 39↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
compress time/Arade 🚨	1303603604	1172698666	1.11
compress time/Bimbo 🚨	7969872576	7243150785	1.10
compress time/CMSprovider 🚨	3413352041	3006574818	1.14
compress time/Euro2016 🚨	491291174	435756743	1.13
compress time/Food 🚨	491578355	403982941	1.22
compress time/HashTags 🚨	932711251	818400495	1.14
compress time/TPC-H l_comment canonical 🚨	1476276447	1310557560	1.13
compress time/TPC-H l_comment chunked 🚨	1579191935	1316392942	1.20
compress time/taxi 🚨	836888254	715547377	1.17
compress time/wide table cols=100 chunks=1 rows=1000 🚨	17494117	12998153	1.35
compress time/wide table cols=100 chunks=50 rows=1000 🚨	19788925	12778685	1.55
compress time/wide table cols=1000 chunks=1 rows=1000 🚨	193644738	135243696	1.43
compress time/wide table cols=1000 chunks=50 rows=1000 🚨	195831574	133741344	1.46
compress time/wide table cols=10000 chunks=1 rows=1000 🚨	1818602421	1410599293	1.29
compress time/wide table cols=10000 chunks=50 rows=1000 🚨	1806785201	1407137290	1.28
decompress time/Arade	33206685	31636916	1.05
decompress time/Bimbo	117619962	114485601	1.03
decompress time/CMSprovider	99487604	90838420	1.10
decompress time/Euro2016	22137633	20704582	1.07
decompress time/Food 🚨	11876232	9770993	1.22
decompress time/HashTags	84603102	86275376	0.98
decompress time/TPC-H l_comment canonical	43971582	41290928	1.06
decompress time/TPC-H l_comment chunked	43947969	41133872	1.07
decompress time/taxi	22127133	21158787	1.05
decompress time/wide table cols=100 chunks=1 rows=1000	2823128	2625692	1.08
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	3093964	2548124	1.21
decompress time/wide table cols=1000 chunks=1 rows=1000 🚨	24940666	22235840	1.12
decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	25095969	22569683	1.11
decompress time/wide table cols=10000 chunks=1 rows=1000	242876591	230276022	1.05
decompress time/wide table cols=10000 chunks=50 rows=1000	241889242	232566033	1.04
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00
parquet_rs-zstd compress time/Arade	3085885150	3093216164	1.00
parquet_rs-zstd compress time/Bimbo	17628081198	18146672508	0.97
parquet_rs-zstd compress time/CMSprovider	7982198114	7936267791	1.01
parquet_rs-zstd compress time/Euro2016	1347561145	1365871628	0.99
parquet_rs-zstd compress time/Food	990946583	961228944	1.03
parquet_rs-zstd compress time/HashTags	2619314246	2481618268	1.06
parquet_rs-zstd compress time/TPC-H l_comment canonical	3173578539	3126104439	1.02
parquet_rs-zstd compress time/TPC-H l_comment chunked	3272055660	3101647655	1.05
parquet_rs-zstd compress time/taxi	1539128122	1551603967	0.99
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚨	7948710	6785659	1.17
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚨	8729086	6881935	1.27
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	96820654	93933819	1.03
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000 🚨	101180559	91952187	1.10
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	989412100	912538618	1.08
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	983389456	944923382	1.04
parquet_rs-zstd decompress time/Arade	659341334	654173233	1.01
parquet_rs-zstd decompress time/Bimbo	1817387295	1769083348	1.03
parquet_rs-zstd decompress time/CMSprovider	1946653413	1957249176	0.99
parquet_rs-zstd decompress time/Euro2016	391079483	390366183	1.00
parquet_rs-zstd decompress time/Food	235490789	224859516	1.05
parquet_rs-zstd decompress time/HashTags	632329045	629045688	1.01
parquet_rs-zstd decompress time/TPC-H l_comment canonical	570865951	569014311	1.00
parquet_rs-zstd decompress time/TPC-H l_comment chunked	582169805	569925075	1.02
parquet_rs-zstd decompress time/taxi	264924116	248047945	1.07
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2723298	2687656	1.01
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000 🚨	3187127	2749037	1.16
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	35389523	32979142	1.07
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	35383961	32995628	1.07
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	373680682	377427449	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	367576697	375519840	0.98
vortex-file-compressed size/Arade	143387364	143387364	1.00
vortex-file-compressed size/Bimbo	457703724	457703724	1.00
vortex-file-compressed size/CMSprovider	422230580	422230580	1.00
vortex-file-compressed size/Euro2016	164454716	164454348	1.00
vortex-file-compressed size/Food	42374576	42374576	1.00
vortex-file-compressed size/HashTags	195767892	195767892	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179471576	179471576	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179471576	179471576	1.00
vortex-file-compressed size/taxi	50083652	50083652	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	876416	876416	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	876416	876416	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	8749616	8749616	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	8749616	8749616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	87517616	87517616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	87517616	87517616	1.00
vortex:parquet-zstd ratio compress time/Arade 🚨	0	0	1.11
vortex:parquet-zstd ratio compress time/Bimbo 🚨	0	0	1.13
vortex:parquet-zstd ratio compress time/CMSprovider 🚨	0	0	1.13
vortex:parquet-zstd ratio compress time/Euro2016 🚨	0	0	1.14
vortex:parquet-zstd ratio compress time/Food 🚨	0	0	1.18
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.08
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical 🚨	0	0	1.11
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked 🚨	0	0	1.14
vortex:parquet-zstd ratio compress time/taxi 🚨	0	0	1.18
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚨	2	1	1.15
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000 🚨	2	1	1.22
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000 🚨	2	1	1.39
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000 🚨	1	1	1.33
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000 🚨	1	1	1.19
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000 🚨	1	1	1.23
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.04
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.00
vortex:parquet-zstd ratio decompress time/CMSprovider 🚨	0	0	1.10
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.07
vortex:parquet-zstd ratio decompress time/Food 🚨	0	0	1.16
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.98
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.06
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.05
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	1	0	1.06
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.04
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.06
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.5%
Vortex (geomean): 0.930x ➖
Parquet (geomean): 0.959x ➖
Shifts: Parquet (control) -4.1% · Median polish -4.0%

---

datafusion / vortex-file-compressed (0.924x ➖, 7↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚀	1904609	3142763	0.61
clickbench_q01/datafusion:vortex-file-compressed 🚀	13474024	22497229	0.60
clickbench_q02/datafusion:vortex-file-compressed 🚀	34148337	38420546	0.89
clickbench_q03/datafusion:vortex-file-compressed 🚀	37009617	41895802	0.88
clickbench_q04/datafusion:vortex-file-compressed	316748644	329496781	0.96
clickbench_q05/datafusion:vortex-file-compressed	319748137	338144729	0.95
clickbench_q06/datafusion:vortex-file-compressed	1930569	1941501	0.99
clickbench_q07/datafusion:vortex-file-compressed	17227687	18568194	0.93
clickbench_q08/datafusion:vortex-file-compressed	382735539	395407236	0.97
clickbench_q09/datafusion:vortex-file-compressed	566887742	595106632	0.95
clickbench_q10/datafusion:vortex-file-compressed	73816227	76344230	0.97
clickbench_q11/datafusion:vortex-file-compressed	84104248	86962386	0.97
clickbench_q12/datafusion:vortex-file-compressed	273947249	286055413	0.96
clickbench_q13/datafusion:vortex-file-compressed	410440727	434277240	0.95
clickbench_q14/datafusion:vortex-file-compressed	255413592	270903039	0.94
clickbench_q15/datafusion:vortex-file-compressed	367501472	380602117	0.97
clickbench_q16/datafusion:vortex-file-compressed	700897752	752105390	0.93
clickbench_q17/datafusion:vortex-file-compressed	682791375	743703472	0.92
clickbench_q18/datafusion:vortex-file-compressed	1379616811	1501228390	0.92
clickbench_q19/datafusion:vortex-file-compressed 🚀	22646954	29092869	0.78
clickbench_q20/datafusion:vortex-file-compressed	349550825	360432340	0.97
clickbench_q21/datafusion:vortex-file-compressed	406060877	426960612	0.95
clickbench_q22/datafusion:vortex-file-compressed	489572032	513454881	0.95
clickbench_q23/datafusion:vortex-file-compressed	710313900	741628062	0.96
clickbench_q24/datafusion:vortex-file-compressed	49197193	52200811	0.94
clickbench_q25/datafusion:vortex-file-compressed	72824860	77176021	0.94
clickbench_q26/datafusion:vortex-file-compressed	45610487	47041308	0.97
clickbench_q27/datafusion:vortex-file-compressed	806020373	828224982	0.97
clickbench_q28/datafusion:vortex-file-compressed	6687593969	6728821492	0.99
clickbench_q29/datafusion:vortex-file-compressed	249450441	231445780	1.08
clickbench_q30/datafusion:vortex-file-compressed	227565992	238747618	0.95
clickbench_q31/datafusion:vortex-file-compressed	264786303	279370798	0.95
clickbench_q32/datafusion:vortex-file-compressed 🚀	1228795264	1394727851	0.88
clickbench_q33/datafusion:vortex-file-compressed	1397353640	1497397551	0.93
clickbench_q34/datafusion:vortex-file-compressed	1405462675	1498086744	0.94
clickbench_q35/datafusion:vortex-file-compressed	515890033	552414308	0.93
clickbench_q36/datafusion:vortex-file-compressed	81073120	87762202	0.92
clickbench_q37/datafusion:vortex-file-compressed	39039300	41461009	0.94
clickbench_q38/datafusion:vortex-file-compressed	23758826	24604416	0.97
clickbench_q39/datafusion:vortex-file-compressed	143330578	150939945	0.95
clickbench_q40/datafusion:vortex-file-compressed	18839758	19965664	0.94
clickbench_q41/datafusion:vortex-file-compressed	17691570	18589276	0.95
clickbench_q42/datafusion:vortex-file-compressed 🚀	18168357	20294551	0.90

datafusion / parquet (0.950x ➖, 1↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1822884	1930507	0.94
clickbench_q01/datafusion:parquet	21636137	22034881	0.98
clickbench_q02/datafusion:parquet	54340045	58269159	0.93
clickbench_q03/datafusion:parquet	43266655	44769491	0.97
clickbench_q04/datafusion:parquet	332686998	352118836	0.94
clickbench_q05/datafusion:parquet	364908404	380802749	0.96
clickbench_q06/datafusion:parquet	1777549	1926872	0.92
clickbench_q07/datafusion:parquet	26829515	26517721	1.01
clickbench_q08/datafusion:parquet	404906041	432504986	0.94
clickbench_q09/datafusion:parquet	628286723	696643479	0.90
clickbench_q10/datafusion:parquet	108994411	117800571	0.93
clickbench_q11/datafusion:parquet	133697113	143078707	0.93
clickbench_q12/datafusion:parquet	363248613	378445999	0.96
clickbench_q13/datafusion:parquet	504454674	531450425	0.95
clickbench_q14/datafusion:parquet	351065354	373238063	0.94
clickbench_q15/datafusion:parquet	381770119	404866403	0.94
clickbench_q16/datafusion:parquet	694483989	751551558	0.92
clickbench_q17/datafusion:parquet	675850208	716664967	0.94
clickbench_q18/datafusion:parquet	1468321175	1526987326	0.96
clickbench_q19/datafusion:parquet	31456334	33703418	0.93
clickbench_q20/datafusion:parquet	599435019	626631798	0.96
clickbench_q21/datafusion:parquet	655717939	696721352	0.94
clickbench_q22/datafusion:parquet	953522663	1028012606	0.93
clickbench_q23/datafusion:parquet	3617143226	3800960493	0.95
clickbench_q24/datafusion:parquet	86551325	90180410	0.96
clickbench_q25/datafusion:parquet	137474834	141311083	0.97
clickbench_q26/datafusion:parquet	89136618	88846950	1.00
clickbench_q27/datafusion:parquet	1033358029	1107909880	0.93
clickbench_q28/datafusion:parquet	6475662136	6523340366	0.99
clickbench_q29/datafusion:parquet	244296441	242308989	1.01
clickbench_q30/datafusion:parquet	356192669	370815870	0.96
clickbench_q31/datafusion:parquet	390703856	406172426	0.96
clickbench_q32/datafusion:parquet	1317367120	1276692797	1.03
clickbench_q33/datafusion:parquet	1523577062	1584657062	0.96
clickbench_q34/datafusion:parquet	1499615495	1577013652	0.95
clickbench_q35/datafusion:parquet	523792236	560849901	0.93
clickbench_q36/datafusion:parquet	145225325	158681254	0.92
clickbench_q37/datafusion:parquet	61412819	63872205	0.96
clickbench_q38/datafusion:parquet	92310153	97450280	0.95
clickbench_q39/datafusion:parquet	267489989	290549961	0.92
clickbench_q40/datafusion:parquet	34727083	35528218	0.98
clickbench_q41/datafusion:parquet 🚀	30209730	35491406	0.85
clickbench_q42/datafusion:parquet	31376239	33590075	0.93

duckdb / vortex-file-compressed (0.937x ➖, 9↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚀	5205442	6524015	0.80
clickbench_q01/duckdb:vortex-file-compressed 🚀	13069277	14838670	0.88
clickbench_q02/duckdb:vortex-file-compressed	26527584	26620220	1.00
clickbench_q03/duckdb:vortex-file-compressed	28906921	30317071	0.95
clickbench_q04/duckdb:vortex-file-compressed	182611603	185073231	0.99
clickbench_q05/duckdb:vortex-file-compressed	196324960	204463608	0.96
clickbench_q06/duckdb:vortex-file-compressed	19255079	19271080	1.00
clickbench_q07/duckdb:vortex-file-compressed	14346105	15819901	0.91
clickbench_q08/duckdb:vortex-file-compressed	267323825	273119443	0.98
clickbench_q09/duckdb:vortex-file-compressed	350232666	354785816	0.99
clickbench_q10/duckdb:vortex-file-compressed	73219565	75523551	0.97
clickbench_q11/duckdb:vortex-file-compressed	82092149	84882486	0.97
clickbench_q12/duckdb:vortex-file-compressed	215905806	219893919	0.98
clickbench_q13/duckdb:vortex-file-compressed	432088461	441997955	0.98
clickbench_q14/duckdb:vortex-file-compressed	242202561	247144241	0.98
clickbench_q15/duckdb:vortex-file-compressed	222904507	228054843	0.98
clickbench_q16/duckdb:vortex-file-compressed	683762676	709192977	0.96
clickbench_q17/duckdb:vortex-file-compressed	545728827	541685260	1.01
clickbench_q18/duckdb:vortex-file-compressed	1232493572	1256036511	0.98
clickbench_q19/duckdb:vortex-file-compressed	21002976	21924549	0.96
clickbench_q20/duckdb:vortex-file-compressed	375970288	384352251	0.98
clickbench_q21/duckdb:vortex-file-compressed	408332551	424703988	0.96
clickbench_q22/duckdb:vortex-file-compressed 🚀	556398932	716631150	0.78
clickbench_q23/duckdb:vortex-file-compressed 🚀	1606507888	1797118139	0.89
clickbench_q24/duckdb:vortex-file-compressed	48108341	53110983	0.91
clickbench_q25/duckdb:vortex-file-compressed	75709703	78818717	0.96
clickbench_q26/duckdb:vortex-file-compressed	46192759	44687158	1.03
clickbench_q27/duckdb:vortex-file-compressed	500334572	507765066	0.99
clickbench_q28/duckdb:vortex-file-compressed	2997803081	3035604810	0.99
clickbench_q29/duckdb:vortex-file-compressed	29909951	30541038	0.98
clickbench_q30/duckdb:vortex-file-compressed	182846276	187329877	0.98
clickbench_q31/duckdb:vortex-file-compressed	259490310	266842941	0.97
clickbench_q32/duckdb:vortex-file-compressed	1423437142	1441639456	0.99
clickbench_q33/duckdb:vortex-file-compressed	1562440388	1585324962	0.99
clickbench_q34/duckdb:vortex-file-compressed	1613733824	1636190509	0.99
clickbench_q35/duckdb:vortex-file-compressed	378124836	375498967	1.01
clickbench_q36/duckdb:vortex-file-compressed 🚀	30346575	37626471	0.81
clickbench_q37/duckdb:vortex-file-compressed 🚀	21298084	25536939	0.83
clickbench_q38/duckdb:vortex-file-compressed 🚀	23301844	29106861	0.80
clickbench_q39/duckdb:vortex-file-compressed	43856485	46536028	0.94
clickbench_q40/duckdb:vortex-file-compressed 🚀	21697156	28807977	0.75
clickbench_q41/duckdb:vortex-file-compressed 🚀	21148342	26807118	0.79
clickbench_q42/duckdb:vortex-file-compressed	23687660	25745894	0.92

duckdb / parquet (0.969x ➖, 1↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚀	221783400	252731493	0.88
clickbench_q01/duckdb:parquet	49856841	51976099	0.96
clickbench_q02/duckdb:parquet	65219320	68798741	0.95
clickbench_q03/duckdb:parquet	63760716	66498128	0.96
clickbench_q04/duckdb:parquet	205017497	212639777	0.96
clickbench_q05/duckdb:parquet	278385706	291716784	0.95
clickbench_q06/duckdb:parquet	61025595	61967816	0.98
clickbench_q07/duckdb:parquet	51599633	54698489	0.94
clickbench_q08/duckdb:parquet	268281542	278652740	0.96
clickbench_q09/duckdb:parquet	396541469	407536546	0.97
clickbench_q10/duckdb:parquet	94404694	98770175	0.96
clickbench_q11/duckdb:parquet	107599370	114020680	0.94
clickbench_q12/duckdb:parquet	298358561	307037871	0.97
clickbench_q13/duckdb:parquet	511186789	540779937	0.95
clickbench_q14/duckdb:parquet	330103561	342570255	0.96
clickbench_q15/duckdb:parquet	243528081	250006196	0.97
clickbench_q16/duckdb:parquet	612883573	628215806	0.98
clickbench_q17/duckdb:parquet	508246009	528207077	0.96
clickbench_q18/duckdb:parquet	1044104239	1092130716	0.96
clickbench_q19/duckdb:parquet	49130821	51190442	0.96
clickbench_q20/duckdb:parquet	431136415	446961332	0.96
clickbench_q21/duckdb:parquet	553991460	565767709	0.98
clickbench_q22/duckdb:parquet	930393496	942857726	0.99
clickbench_q23/duckdb:parquet	313064956	320806432	0.98
clickbench_q24/duckdb:parquet	79050000	79948673	0.99
clickbench_q25/duckdb:parquet	140306089	142976891	0.98
clickbench_q26/duckdb:parquet	53652172	53757990	1.00
clickbench_q27/duckdb:parquet	642527890	653857581	0.98
clickbench_q28/duckdb:parquet	4840940881	4906324981	0.99
clickbench_q29/duckdb:parquet	61130221	62919135	0.97
clickbench_q30/duckdb:parquet	307935808	313202012	0.98
clickbench_q31/duckdb:parquet	348221569	352322112	0.99
clickbench_q32/duckdb:parquet	1131448302	1188696794	0.95
clickbench_q33/duckdb:parquet	1229613806	1276858684	0.96
clickbench_q34/duckdb:parquet	1280029911	1316415511	0.97
clickbench_q35/duckdb:parquet	352265498	358613645	0.98
clickbench_q36/duckdb:parquet	64805283	65468751	0.99
clickbench_q37/duckdb:parquet	54831590	55439046	0.99
clickbench_q38/duckdb:parquet	57775367	59704287	0.97
clickbench_q39/duckdb:parquet	97206052	101419948	0.96
clickbench_q40/duckdb:parquet	55855656	56929642	0.98
clickbench_q41/duckdb:parquet	59726728	61678328	0.97
clickbench_q42/duckdb:parquet	53242577	51489228	1.03

duckdb / duckdb (0.946x ➖, 13↑ 0↓)

name	PR 1c8ef75 (ns)	base 0e9c0c5 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚀	18292601	22178803	0.82
clickbench_q01/duckdb:duckdb 🚀	34279212	39818548	0.86
clickbench_q02/duckdb:duckdb 🚀	45796581	53166207	0.86
clickbench_q03/duckdb:duckdb 🚀	48037473	54198983	0.89
clickbench_q04/duckdb:duckdb	216181656	217722655	0.99
clickbench_q05/duckdb:duckdb	331689888	321991132	1.03
clickbench_q06/duckdb:duckdb 🚀	36739999	42446744	0.87
clickbench_q07/duckdb:duckdb 🚀	37285552	42102880	0.89
clickbench_q08/duckdb:duckdb	319203649	303838839	1.05
clickbench_q09/duckdb:duckdb	471018952	465572504	1.01
clickbench_q10/duckdb:duckdb	98490880	104200301	0.95
clickbench_q11/duckdb:duckdb	107709520	112307048	0.96
clickbench_q12/duckdb:duckdb	311242260	301998251	1.03
clickbench_q13/duckdb:duckdb	519456088	535717711	0.97
clickbench_q14/duckdb:duckdb	340761272	351662340	0.97
clickbench_q15/duckdb:duckdb	255501755	271111695	0.94
clickbench_q16/duckdb:duckdb	672568043	692660713	0.97
clickbench_q17/duckdb:duckdb	579530430	590149186	0.98
clickbench_q18/duckdb:duckdb	1264058669	1292617115	0.98
clickbench_q19/duckdb:duckdb 🚀	36565944	42669934	0.86
clickbench_q20/duckdb:duckdb	892678468	874722266	1.02
clickbench_q21/duckdb:duckdb	983766915	912233340	1.08
clickbench_q22/duckdb:duckdb	1034635064	1057274832	0.98
clickbench_q23/duckdb:duckdb	256678984	267681612	0.96
clickbench_q24/duckdb:duckdb	62370566	68876984	0.91
clickbench_q25/duckdb:duckdb	123535551	132277462	0.93
clickbench_q26/duckdb:duckdb	56755685	61630184	0.92
clickbench_q27/duckdb:duckdb	1061671997	999421027	1.06
clickbench_q28/duckdb:duckdb	4602896459	4653147987	0.99
clickbench_q29/duckdb:duckdb 🚀	50484430	56822981	0.89
clickbench_q30/duckdb:duckdb	301352810	291671549	1.03
clickbench_q31/duckdb:duckdb	442357430	424438748	1.04
clickbench_q32/duckdb:duckdb	1500347019	1461992717	1.03
clickbench_q33/duckdb:duckdb	2039242151	2184221708	0.93
clickbench_q34/duckdb:duckdb	2119381698	2173751106	0.97
clickbench_q35/duckdb:duckdb	264333559	270180088	0.98
clickbench_q36/duckdb:duckdb 🚀	43881936	49394190	0.89
clickbench_q37/duckdb:duckdb 🚀	32941824	38372353	0.86
clickbench_q38/duckdb:duckdb	32976609	36237792	0.91
clickbench_q39/duckdb:duckdb	63923153	67521398	0.95
clickbench_q40/duckdb:duckdb 🚀	33011885	38711434	0.85
clickbench_q41/duckdb:duckdb 🚀	31183063	35555224	0.88
clickbench_q42/duckdb:duckdb 🚀	33038653	38607432	0.86

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-39.4%	-9.0%	-33.4%	+540.0%	➖ noise
0	duckdb:duckdb	-17.5%	-9.0%	-9.4%	+263.6%	➖ noise
0	duckdb:vortex-file-compressed	-20.2%	-9.0%	-12.3%	+314.8%	➖ noise
1	datafusion:vortex-file-compressed	-40.1%	-3.0%	-38.3%	+105.4%	➖ noise
1	duckdb:duckdb	-13.9%	-3.0%	-11.3%	+54.3%	➖ noise
1	duckdb:vortex-file-compressed	-11.9%	-3.0%	-9.2%	+14.0%	➖ noise
2	datafusion:vortex-file-compressed	-11.1%	-6.0%	-5.5%	+50.3%	➖ noise
2	duckdb:duckdb	-13.9%	-6.0%	-8.4%	+19.7%	➖ noise
2	duckdb:vortex-file-compressed	-0.3%	-6.0%	+6.0%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-11.7%	-3.7%	-8.2%	+140.6%	➖ noise
3	duckdb:duckdb	-11.4%	-3.7%	-7.9%	+40.3%	➖ noise
3	duckdb:vortex-file-compressed	-4.7%	-3.7%	-0.9%	+13.3%	➖ noise
4	datafusion:vortex-file-compressed	-3.9%	-4.6%	+0.7%	+10.0%	➖ noise
4	duckdb:duckdb	-0.7%	-4.6%	+4.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.3%	-4.6%	+3.4%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-5.4%	-4.4%	-1.1%	+10.0%	➖ noise
5	duckdb:duckdb	+3.0%	-4.4%	+7.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-4.0%	-4.4%	+0.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.6%	-4.7%	+4.3%	+43.6%	➖ noise
6	duckdb:duckdb	-13.4%	-4.7%	-9.2%	+30.2%	➖ noise
6	duckdb:vortex-file-compressed	-0.1%	-4.7%	+4.8%	+19.4%	➖ noise
7	datafusion:vortex-file-compressed	-7.2%	-2.3%	-5.0%	+10.0%	➖ noise
7	duckdb:duckdb	-11.4%	-2.3%	-9.4%	+16.7%	➖ noise
7	duckdb:vortex-file-compressed	-9.3%	-2.3%	-7.2%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-3.2%	-5.1%	+2.0%	+10.0%	➖ noise
8	duckdb:duckdb	+5.1%	-5.1%	+10.7%	+10.0%	🚨 regression
8	duckdb:vortex-file-compressed	-2.1%	-5.1%	+3.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-4.7%	-6.3%	+1.7%	+10.0%	➖ noise
9	duckdb:duckdb	+1.2%	-6.3%	+8.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.3%	-6.3%	+5.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-3.3%	-6.0%	+2.8%	+10.0%	➖ noise
10	duckdb:duckdb	-5.5%	-6.0%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-3.1%	-6.0%	+3.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.3%	-6.1%	+3.0%	+10.0%	➖ noise
11	duckdb:duckdb	-4.1%	-6.1%	+2.1%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-3.3%	-6.1%	+3.0%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-4.2%	-3.4%	-0.8%	+10.0%	➖ noise
12	duckdb:duckdb	+3.1%	-3.4%	+6.7%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-1.8%	-3.4%	+1.7%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-5.5%	-5.3%	-0.2%	+10.0%	➖ noise
13	duckdb:duckdb	-3.0%	-5.3%	+2.4%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.2%	-5.3%	+3.2%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-5.7%	-4.8%	-1.0%	+10.0%	➖ noise
14	duckdb:duckdb	-3.1%	-4.8%	+1.8%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-2.0%	-4.8%	+2.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-3.4%	-4.2%	+0.7%	+10.0%	➖ noise
15	duckdb:duckdb	-5.8%	-4.2%	-1.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.3%	-4.2%	+2.0%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-6.8%	-5.1%	-1.9%	+10.0%	➖ noise
16	duckdb:duckdb	-2.9%	-5.1%	+2.3%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-3.6%	-5.1%	+1.5%	+17.2%	➖ noise
17	datafusion:vortex-file-compressed	-8.2%	-4.7%	-3.6%	+10.0%	➖ noise
17	duckdb:duckdb	-1.8%	-4.7%	+3.1%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.7%	-4.7%	+5.8%	+15.8%	➖ noise
18	datafusion:vortex-file-compressed	-8.1%	-4.1%	-4.2%	+10.0%	➖ noise
18	duckdb:duckdb	-2.2%	-4.1%	+2.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.9%	-4.1%	+2.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-22.2%	-5.4%	-17.8%	+16.3%	✅ faster
19	duckdb:duckdb	-14.3%	-5.4%	-9.5%	+13.4%	➖ noise
19	duckdb:vortex-file-compressed	-4.2%	-5.4%	+1.2%	+33.2%	➖ noise
20	datafusion:vortex-file-compressed	-3.0%	-3.9%	+1.0%	+180.1%	➖ noise
20	duckdb:duckdb	+2.1%	-3.9%	+6.2%	+26.7%	➖ noise
20	duckdb:vortex-file-compressed	-2.2%	-3.9%	+1.8%	+11.3%	➖ noise
21	datafusion:vortex-file-compressed	-4.9%	-4.0%	-0.9%	+10.0%	➖ noise
21	duckdb:duckdb	+7.8%	-4.0%	+12.3%	+11.6%	🚨 regression
21	duckdb:vortex-file-compressed	-3.9%	-4.0%	+0.2%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-4.7%	-4.3%	-0.3%	+10.0%	➖ noise
22	duckdb:duckdb	-2.1%	-4.3%	+2.3%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-22.4%	-4.3%	-18.8%	+18.5%	✅ faster
23	datafusion:vortex-file-compressed	-4.2%	-3.6%	-0.6%	+39.0%	➖ noise
23	duckdb:duckdb	-4.1%	-3.6%	-0.5%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-10.6%	-3.6%	-7.2%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-5.8%	-2.6%	-3.3%	+17.5%	➖ noise
24	duckdb:duckdb	-9.4%	-2.6%	-7.0%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-9.4%	-2.6%	-7.0%	+36.6%	➖ noise
25	datafusion:vortex-file-compressed	-5.6%	-2.3%	-3.4%	+10.1%	➖ noise
25	duckdb:duckdb	-6.6%	-2.3%	-4.4%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-3.9%	-2.3%	-1.7%	+15.6%	➖ noise
26	datafusion:vortex-file-compressed	-3.0%	+0.1%	-3.1%	+13.8%	➖ noise
26	duckdb:duckdb	-7.9%	+0.1%	-8.0%	+11.4%	➖ noise
26	duckdb:vortex-file-compressed	+3.4%	+0.1%	+3.3%	+13.1%	➖ noise
27	datafusion:vortex-file-compressed	-2.7%	-4.3%	+1.7%	+10.0%	➖ noise
27	duckdb:duckdb	+6.2%	-4.3%	+11.0%	+10.0%	🚨 regression
27	duckdb:vortex-file-compressed	-1.5%	-4.3%	+2.9%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-0.6%	-1.0%	+0.4%	+10.0%	➖ noise
28	duckdb:duckdb	-1.1%	-1.0%	-0.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-1.2%	-1.0%	-0.2%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+7.8%	-1.0%	+8.9%	+10.3%	➖ noise
29	duckdb:duckdb	-11.2%	-1.0%	-10.2%	+11.8%	➖ noise
29	duckdb:vortex-file-compressed	-2.1%	-1.0%	-1.0%	+11.1%	➖ noise
30	datafusion:vortex-file-compressed	-4.7%	-2.8%	-1.9%	+10.0%	➖ noise
30	duckdb:duckdb	+3.3%	-2.8%	+6.3%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-2.4%	-2.8%	+0.4%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-5.2%	-2.5%	-2.8%	+10.0%	➖ noise
31	duckdb:duckdb	+4.2%	-2.5%	+6.9%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-2.8%	-2.5%	-0.3%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-11.9%	-0.9%	-11.1%	+24.3%	➖ noise
32	duckdb:duckdb	+2.6%	-0.9%	+3.6%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-1.3%	-0.9%	-0.4%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-6.7%	-3.8%	-3.0%	+10.0%	➖ noise
33	duckdb:duckdb	-6.6%	-3.8%	-3.0%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-1.4%	-3.8%	+2.4%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-6.2%	-3.8%	-2.4%	+10.0%	➖ noise
34	duckdb:duckdb	-2.5%	-3.8%	+1.4%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-1.4%	-3.8%	+2.6%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-6.6%	-4.2%	-2.5%	+10.0%	➖ noise
35	duckdb:duckdb	-2.2%	-4.2%	+2.1%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.7%	-4.2%	+5.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-7.6%	-4.8%	-2.9%	+10.0%	➖ noise
36	duckdb:duckdb	-11.2%	-4.8%	-6.7%	+13.3%	➖ noise
36	duckdb:vortex-file-compressed	-19.3%	-4.8%	-15.3%	+20.3%	➖ noise
37	datafusion:vortex-file-compressed	-5.8%	-2.5%	-3.4%	+10.0%	➖ noise
37	duckdb:duckdb	-14.2%	-2.5%	-12.0%	+10.0%	✅ faster
37	duckdb:vortex-file-compressed	-16.6%	-2.5%	-14.5%	+10.0%	✅ faster
38	datafusion:vortex-file-compressed	-3.4%	-4.3%	+0.9%	+10.0%	➖ noise
38	duckdb:duckdb	-9.0%	-4.3%	-5.0%	+10.6%	➖ noise
38	duckdb:vortex-file-compressed	-19.9%	-4.3%	-16.4%	+10.0%	✅ faster
39	datafusion:vortex-file-compressed	-5.0%	-6.1%	+1.1%	+10.0%	➖ noise
39	duckdb:duckdb	-5.3%	-6.1%	+0.8%	+12.9%	➖ noise
39	duckdb:vortex-file-compressed	-5.8%	-6.1%	+0.3%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-5.6%	-2.1%	-3.6%	+10.0%	➖ noise
40	duckdb:duckdb	-14.7%	-2.1%	-12.9%	+10.0%	✅ faster
40	duckdb:vortex-file-compressed	-24.7%	-2.1%	-23.1%	+10.4%	✅ faster
41	datafusion:vortex-file-compressed	-4.8%	-9.2%	+4.8%	+10.0%	➖ noise
41	duckdb:duckdb	-12.3%	-9.2%	-3.4%	+10.7%	➖ noise
41	duckdb:vortex-file-compressed	-21.1%	-9.2%	-13.1%	+10.0%	✅ faster
42	datafusion:vortex-file-compressed	-10.5%	-1.7%	-8.9%	+10.0%	➖ noise
42	duckdb:duckdb	-14.4%	-1.7%	-12.9%	+10.0%	✅ faster
42	duckdb:vortex-file-compressed	-8.0%	-1.7%	-6.4%	+13.2%	➖ noise

[github-actions]

File Sizes: Clickbench on NVME

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

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

Totals:

• vortex-compact: 7.03 GB → 7.03 GB (-0.0%)
• vortex-file-compressed: 14.08 GB → 14.08 GB (0.0%)