ji/remove-double-filter

[joseph-isaacs]

Summary

Closes: #000

Testing

[codspeed-hq]

Merging this PR will improve performance by 20.09%

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	Simulation	chunked_bool_canonical_into[(1000, 10)]	59.9 µs	49.9 µs	+20.09%

---

_{Comparing ji/remove-double-filter (a714ea6) with develop (6c7eb33)}

Footnotes

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

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	a714ea6		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.052x ➖

---

datafusion / vortex-file-compressed (1.052x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	135742294	129642023	1.05
polarsignals_q01/datafusion:vortex-file-compressed	395165896	389225083	1.02
polarsignals_q02/datafusion:vortex-file-compressed	25684818	23452144	1.10
polarsignals_q03/datafusion:vortex-file-compressed	407039243	383389329	1.06
polarsignals_q04/datafusion:vortex-file-compressed	12901381	11831006	1.09
polarsignals_q05/datafusion:vortex-file-compressed	16172345	15281161	1.06
polarsignals_q06/datafusion:vortex-file-compressed	19630071	19027842	1.03
polarsignals_q07/datafusion:vortex-file-compressed	14884453	14366273	1.04
polarsignals_q08/datafusion:vortex-file-compressed	494722424	472320196	1.05
polarsignals_q09/datafusion:vortex-file-compressed	12078558	11639059	1.04

[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: -0.2%
Vortex (geomean): 0.957x ➖
Parquet (geomean): 0.952x ➖
Shifts: Parquet (control) -4.8% · Median polish -5.7%

---

datafusion / vortex-file-compressed (0.948x ➖, 1↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	52530883	54129044	0.97
tpch_q02/datafusion:vortex-file-compressed	34292442	35880065	0.96
tpch_q03/datafusion:vortex-file-compressed	27405938	29574297	0.93
tpch_q04/datafusion:vortex-file-compressed	19162283	20206190	0.95
tpch_q05/datafusion:vortex-file-compressed	55254686	60259168	0.92
tpch_q06/datafusion:vortex-file-compressed	10323595	10776549	0.96
tpch_q07/datafusion:vortex-file-compressed	64916439	70332007	0.92
tpch_q08/datafusion:vortex-file-compressed	47303361	49682462	0.95
tpch_q09/datafusion:vortex-file-compressed	56190279	60470743	0.93
tpch_q10/datafusion:vortex-file-compressed	45683005	48854059	0.94
tpch_q11/datafusion:vortex-file-compressed	19815060	20142596	0.98
tpch_q12/datafusion:vortex-file-compressed	24477187	24244244	1.01
tpch_q13/datafusion:vortex-file-compressed	28469556	29252687	0.97
tpch_q14/datafusion:vortex-file-compressed	16180120	17347425	0.93
tpch_q15/datafusion:vortex-file-compressed	24345417	26133466	0.93
tpch_q16/datafusion:vortex-file-compressed	25315206	26013430	0.97
tpch_q17/datafusion:vortex-file-compressed 🚀	65423984	76833947	0.85
tpch_q18/datafusion:vortex-file-compressed	82081044	89919782	0.91
tpch_q19/datafusion:vortex-file-compressed	23601277	23939757	0.99
tpch_q20/datafusion:vortex-file-compressed	33655479	35697652	0.94
tpch_q21/datafusion:vortex-file-compressed	78560114	82399789	0.95
tpch_q22/datafusion:vortex-file-compressed	17466116	17325524	1.01

datafusion / vortex-compact (0.944x ➖, 2↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	59144843	62874043	0.94
tpch_q02/datafusion:vortex-compact	38030099	40381575	0.94
tpch_q03/datafusion:vortex-compact	32028143	33970110	0.94
tpch_q04/datafusion:vortex-compact	24167736	24457766	0.99
tpch_q05/datafusion:vortex-compact	56178608	61947591	0.91
tpch_q06/datafusion:vortex-compact	12566337	13860013	0.91
tpch_q07/datafusion:vortex-compact	70458531	77818290	0.91
tpch_q08/datafusion:vortex-compact	52098823	53685754	0.97
tpch_q09/datafusion:vortex-compact	63327293	67340554	0.94
tpch_q10/datafusion:vortex-compact 🚀	53380037	60021473	0.89
tpch_q11/datafusion:vortex-compact	20221016	21112664	0.96
tpch_q12/datafusion:vortex-compact	34801709	36167802	0.96
tpch_q13/datafusion:vortex-compact	36453134	37906539	0.96
tpch_q14/datafusion:vortex-compact	21272497	22071364	0.96
tpch_q15/datafusion:vortex-compact	34798346	36614668	0.95
tpch_q16/datafusion:vortex-compact	31241357	31059290	1.01
tpch_q17/datafusion:vortex-compact 🚀	70697916	79193466	0.89
tpch_q18/datafusion:vortex-compact	89300476	96063128	0.93
tpch_q19/datafusion:vortex-compact	34838285	35924689	0.97
tpch_q20/datafusion:vortex-compact	39925696	41411523	0.96
tpch_q21/datafusion:vortex-compact	89094400	95371795	0.93
tpch_q22/datafusion:vortex-compact	17104919	18043054	0.95

datafusion / parquet (0.930x ➖, 5↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	96151874	141363815	0.68
tpch_q02/datafusion:parquet	70792693	75250234	0.94
tpch_q03/datafusion:parquet	79527492	85197691	0.93
tpch_q04/datafusion:parquet	50341040	51646356	0.97
tpch_q05/datafusion:parquet	106723385	111462874	0.96
tpch_q06/datafusion:parquet 🚀	35874439	44523053	0.81
tpch_q07/datafusion:parquet	116716566	123672925	0.94
tpch_q08/datafusion:parquet	102241392	104783626	0.98
tpch_q09/datafusion:parquet	138562434	140590128	0.99
tpch_q10/datafusion:parquet	122529844	127489609	0.96
tpch_q11/datafusion:parquet	49288185	51986601	0.95
tpch_q12/datafusion:parquet 🚀	83596074	97562505	0.86
tpch_q13/datafusion:parquet	219020351	237290014	0.92
tpch_q14/datafusion:parquet	47424245	47656678	1.00
tpch_q15/datafusion:parquet 🚀	67420763	78023179	0.86
tpch_q16/datafusion:parquet	53843869	56537867	0.95
tpch_q17/datafusion:parquet 🚀	136017475	155114176	0.88
tpch_q18/datafusion:parquet	178669434	189160278	0.94
tpch_q19/datafusion:parquet	91883868	84184970	1.09
tpch_q20/datafusion:parquet	80128342	82494597	0.97
tpch_q21/datafusion:parquet	154036010	152352573	1.01
tpch_q22/datafusion:parquet	35321810	37349636	0.95

datafusion / arrow (0.912x ➖, 10↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	56320470	69619273	0.81
tpch_q02/datafusion:arrow	22247071	23541211	0.95
tpch_q03/datafusion:arrow 🚀	35182841	40040530	0.88
tpch_q04/datafusion:arrow 🚀	29368024	33869140	0.87
tpch_q05/datafusion:arrow 🚀	78403509	92460072	0.85
tpch_q06/datafusion:arrow 🚀	20534489	24801213	0.83
tpch_q07/datafusion:arrow	117401861	127856838	0.92
tpch_q08/datafusion:arrow	48501079	51388710	0.94
tpch_q09/datafusion:arrow 🚀	73899152	82323088	0.90
tpch_q10/datafusion:arrow	54629286	59729748	0.91
tpch_q11/datafusion:arrow	12222324	12566579	0.97
tpch_q12/datafusion:arrow	60644283	60945082	1.00
tpch_q13/datafusion:arrow	51357411	52457051	0.98
tpch_q14/datafusion:arrow	24696487	27066667	0.91
tpch_q15/datafusion:arrow 🚀	47052303	53708166	0.88
tpch_q16/datafusion:arrow	22306722	21399522	1.04
tpch_q17/datafusion:arrow 🚀	73416316	84298850	0.87
tpch_q18/datafusion:arrow 🚀	147715928	169037283	0.87
tpch_q19/datafusion:arrow	41738961	43745759	0.95
tpch_q20/datafusion:arrow 🚀	39493837	43888323	0.90
tpch_q21/datafusion:arrow	158796224	172583649	0.92
tpch_q22/datafusion:arrow	20475217	21660357	0.95

duckdb / vortex-file-compressed (0.974x ➖, 8↑ 3↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	33880892	35318803	0.96
tpch_q02/duckdb:vortex-file-compressed	28089318	30215244	0.93
tpch_q03/duckdb:vortex-file-compressed	31683524	32125125	0.99
tpch_q04/duckdb:vortex-file-compressed 🚀	28118280	31659702	0.89
tpch_q05/duckdb:vortex-file-compressed 🚨	40937292	36081359	1.13
tpch_q06/duckdb:vortex-file-compressed 🚀	8739734	12083265	0.72
tpch_q07/duckdb:vortex-file-compressed 🚀	35286558	42908912	0.82
tpch_q08/duckdb:vortex-file-compressed	47318605	45089872	1.05
tpch_q09/duckdb:vortex-file-compressed 🚀	68223139	91459208	0.75
tpch_q10/duckdb:vortex-file-compressed	43698411	40499837	1.08
tpch_q11/duckdb:vortex-file-compressed	16994629	17115509	0.99
tpch_q12/duckdb:vortex-file-compressed 🚨	35171094	25358498	1.39
tpch_q13/duckdb:vortex-file-compressed	38480785	40264350	0.96
tpch_q14/duckdb:vortex-file-compressed 🚀	21580149	25160830	0.86
tpch_q15/duckdb:vortex-file-compressed	16509099	17811887	0.93
tpch_q16/duckdb:vortex-file-compressed 🚀	28749776	32898629	0.87
tpch_q17/duckdb:vortex-file-compressed 🚨	71039204	28263701	2.51
tpch_q18/duckdb:vortex-file-compressed	50476188	50993261	0.99
tpch_q19/duckdb:vortex-file-compressed 🚀	25458412	36116347	0.70
tpch_q20/duckdb:vortex-file-compressed	35117721	37784868	0.93
tpch_q21/duckdb:vortex-file-compressed	116741595	118056061	0.99
tpch_q22/duckdb:vortex-file-compressed 🚀	17162305	19954855	0.86

duckdb / vortex-compact (0.962x ➖, 7↑ 4↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	40304033	42080231	0.96
tpch_q02/duckdb:vortex-compact	39162162	40878225	0.96
tpch_q03/duckdb:vortex-compact	35144095	34996186	1.00
tpch_q04/duckdb:vortex-compact 🚀	32383285	36645205	0.88
tpch_q05/duckdb:vortex-compact 🚨	44920382	40403657	1.11
tpch_q06/duckdb:vortex-compact 🚀	10071960	16242513	0.62
tpch_q07/duckdb:vortex-compact	44374056	46593477	0.95
tpch_q08/duckdb:vortex-compact 🚨	53828918	48915145	1.10
tpch_q09/duckdb:vortex-compact 🚀	77847987	98265102	0.79
tpch_q10/duckdb:vortex-compact 🚨	48703118	43533221	1.12
tpch_q11/duckdb:vortex-compact	22686651	23170972	0.98
tpch_q12/duckdb:vortex-compact	42565503	39957597	1.07
tpch_q13/duckdb:vortex-compact	46182264	48480856	0.95
tpch_q14/duckdb:vortex-compact 🚀	26876138	32304127	0.83
tpch_q15/duckdb:vortex-compact	19768374	20849324	0.95
tpch_q16/duckdb:vortex-compact 🚀	31752236	39473992	0.80
tpch_q17/duckdb:vortex-compact 🚨	73152091	33201098	2.20
tpch_q18/duckdb:vortex-compact	51920743	53466714	0.97
tpch_q19/duckdb:vortex-compact 🚀	30875853	40858206	0.76
tpch_q20/duckdb:vortex-compact	44315605	46871216	0.95
tpch_q21/duckdb:vortex-compact	125386791	125586916	1.00
tpch_q22/duckdb:vortex-compact 🚀	18884332	22351659	0.84

duckdb / parquet (0.975x ➖, 2↑ 3↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	102088552	106693435	0.96
tpch_q02/duckdb:parquet	40114754	42525770	0.94
tpch_q03/duckdb:parquet	81630908	84284134	0.97
tpch_q04/duckdb:parquet 🚨	56246012	50017808	1.12
tpch_q05/duckdb:parquet	67153436	69138602	0.97
tpch_q06/duckdb:parquet 🚨	23949894	21236641	1.13
tpch_q07/duckdb:parquet	75527227	71478012	1.06
tpch_q08/duckdb:parquet 🚀	83189845	101502971	0.82
tpch_q09/duckdb:parquet	157179823	165502829	0.95
tpch_q10/duckdb:parquet	139640750	133684504	1.04
tpch_q11/duckdb:parquet	22188949	24049823	0.92
tpch_q12/duckdb:parquet 🚨	57436371	46501469	1.24
tpch_q13/duckdb:parquet	271732160	295556282	0.92
tpch_q14/duckdb:parquet	48525999	51480437	0.94
tpch_q15/duckdb:parquet	24164399	25109582	0.96
tpch_q16/duckdb:parquet	56460161	60675086	0.93
tpch_q17/duckdb:parquet	54895772	53260820	1.03
tpch_q18/duckdb:parquet	123088843	125686982	0.98
tpch_q19/duckdb:parquet	69887075	74583411	0.94
tpch_q20/duckdb:parquet 🚀	63684356	83744056	0.76
tpch_q21/duckdb:parquet	181643256	187275855	0.97
tpch_q22/duckdb:parquet	53357842	53442521	1.00

duckdb / duckdb (0.964x ➖, 2↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16577606	16731673	0.99
tpch_q02/duckdb:duckdb	13057402	13342480	0.98
tpch_q03/duckdb:duckdb 🚀	18425916	20653062	0.89
tpch_q04/duckdb:duckdb	19483907	19925493	0.98
tpch_q05/duckdb:duckdb	20379629	20774723	0.98
tpch_q06/duckdb:duckdb	5482227	5464984	1.00
tpch_q07/duckdb:duckdb	22412158	24262509	0.92
tpch_q08/duckdb:duckdb	21508946	21917021	0.98
tpch_q09/duckdb:duckdb 🚀	54726520	61985478	0.88
tpch_q10/duckdb:duckdb	45055818	47054602	0.96
tpch_q11/duckdb:duckdb	6153690	6303357	0.98
tpch_q12/duckdb:duckdb	14251122	14897807	0.96
tpch_q13/duckdb:duckdb	37666126	38522530	0.98
tpch_q14/duckdb:duckdb	18610045	19083788	0.98
tpch_q15/duckdb:duckdb	12321847	12274458	1.00
tpch_q16/duckdb:duckdb	24915478	27243779	0.91
tpch_q17/duckdb:duckdb	14055734	14535850	0.97
tpch_q18/duckdb:duckdb	39967799	40088016	1.00
tpch_q19/duckdb:duckdb	28178554	29900937	0.94
tpch_q20/duckdb:duckdb	23175144	23102989	1.00
tpch_q21/duckdb:duckdb	57273344	60346479	0.95
tpch_q22/duckdb:duckdb	24992845	25429403	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-19.1%	-19.3%	+0.3%	+27.7%	➖ noise
1	datafusion:vortex-compact	-5.9%	-19.3%	+16.6%	+25.2%	➖ noise
1	datafusion:vortex-file-compressed	-3.0%	-19.3%	+20.3%	+26.1%	➖ noise
1	duckdb:duckdb	-0.9%	-19.3%	+22.8%	+24.8%	➖ noise
1	duckdb:vortex-compact	-4.2%	-19.3%	+18.7%	+23.8%	➖ noise
1	duckdb:vortex-file-compressed	-4.1%	-19.3%	+18.9%	+23.9%	➖ noise
2	datafusion:arrow	-5.5%	-5.8%	+0.3%	+16.2%	➖ noise
2	datafusion:vortex-compact	-5.8%	-5.8%	-0.0%	+16.2%	➖ noise
2	datafusion:vortex-file-compressed	-4.4%	-5.8%	+1.5%	+16.2%	➖ noise
2	duckdb:duckdb	-2.1%	-5.8%	+3.9%	+16.2%	➖ noise
2	duckdb:vortex-compact	-4.2%	-5.8%	+1.7%	+16.2%	➖ noise
2	duckdb:vortex-file-compressed	-7.0%	-5.8%	-1.3%	+16.2%	➖ noise
3	datafusion:arrow	-12.1%	-4.9%	-7.6%	+16.2%	➖ noise
3	datafusion:vortex-compact	-5.7%	-4.9%	-0.8%	+16.2%	➖ noise
3	datafusion:vortex-file-compressed	-7.3%	-4.9%	-2.5%	+16.2%	➖ noise
3	duckdb:duckdb	-10.8%	-4.9%	-6.2%	+22.0%	➖ noise
3	duckdb:vortex-compact	+0.4%	-4.9%	+5.6%	+16.2%	➖ noise
3	duckdb:vortex-file-compressed	-1.4%	-4.9%	+3.7%	+16.9%	➖ noise
4	datafusion:arrow	-13.3%	+4.7%	-17.2%	+16.2%	✅ faster
4	datafusion:vortex-compact	-1.2%	+4.7%	-5.6%	+16.2%	➖ noise
4	datafusion:vortex-file-compressed	-5.2%	+4.7%	-9.4%	+16.2%	➖ noise
4	duckdb:duckdb	-2.2%	+4.7%	-6.6%	+16.2%	➖ noise
4	duckdb:vortex-compact	-11.6%	+4.7%	-15.6%	+16.2%	✅ faster
4	duckdb:vortex-file-compressed	-11.2%	+4.7%	-15.2%	+16.2%	✅ faster
5	datafusion:arrow	-15.2%	-3.6%	-12.1%	+16.2%	➖ noise
5	datafusion:vortex-compact	-9.3%	-3.6%	-6.0%	+16.2%	➖ noise
5	datafusion:vortex-file-compressed	-8.3%	-3.6%	-4.9%	+16.2%	➖ noise
5	duckdb:duckdb	-1.9%	-3.6%	+1.7%	+16.2%	➖ noise
5	duckdb:vortex-compact	+11.2%	-3.6%	+15.3%	+16.2%	➖ noise
5	duckdb:vortex-file-compressed	+13.5%	-3.6%	+17.7%	+16.2%	🚨 regression
6	datafusion:arrow	-17.2%	-4.7%	-13.1%	+17.4%	➖ noise
6	datafusion:vortex-compact	-9.3%	-4.7%	-4.9%	+18.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.2%	-4.7%	+0.5%	+20.1%	➖ noise
6	duckdb:duckdb	+0.3%	-4.7%	+5.2%	+23.1%	➖ noise
6	duckdb:vortex-compact	-38.0%	-4.7%	-34.9%	+20.8%	✅ faster
6	duckdb:vortex-file-compressed	-27.7%	-4.7%	-24.1%	+19.2%	✅ faster
7	datafusion:arrow	-8.2%	-0.1%	-8.0%	+16.8%	➖ noise
7	datafusion:vortex-compact	-9.5%	-0.1%	-9.3%	+16.2%	➖ noise
7	datafusion:vortex-file-compressed	-7.7%	-0.1%	-7.6%	+16.2%	➖ noise
7	duckdb:duckdb	-7.6%	-0.1%	-7.5%	+16.2%	➖ noise
7	duckdb:vortex-compact	-4.8%	-0.1%	-4.6%	+16.2%	➖ noise
7	duckdb:vortex-file-compressed	-17.8%	-0.1%	-17.6%	+16.2%	✅ faster
8	datafusion:arrow	-5.6%	-10.6%	+5.5%	+16.2%	➖ noise
8	datafusion:vortex-compact	-3.0%	-10.6%	+8.5%	+16.2%	➖ noise
8	datafusion:vortex-file-compressed	-4.8%	-10.6%	+6.5%	+16.2%	➖ noise
8	duckdb:duckdb	-1.9%	-10.6%	+9.7%	+16.2%	➖ noise
8	duckdb:vortex-compact	+10.0%	-10.6%	+23.1%	+16.2%	🚨 regression
8	duckdb:vortex-file-compressed	+4.9%	-10.6%	+17.4%	+16.2%	🚨 regression
9	datafusion:arrow	-10.2%	-3.3%	-7.2%	+16.2%	➖ noise
9	datafusion:vortex-compact	-6.0%	-3.3%	-2.8%	+16.2%	➖ noise
9	datafusion:vortex-file-compressed	-7.1%	-3.3%	-4.0%	+16.2%	➖ noise
9	duckdb:duckdb	-11.7%	-3.3%	-8.7%	+16.2%	➖ noise
9	duckdb:vortex-compact	-20.8%	-3.3%	-18.1%	+16.2%	✅ faster
9	duckdb:vortex-file-compressed	-25.4%	-3.3%	-22.9%	+16.2%	✅ faster
10	datafusion:arrow	-8.5%	+0.2%	-8.7%	+16.2%	➖ noise
10	datafusion:vortex-compact	-11.1%	+0.2%	-11.2%	+16.2%	➖ noise
10	datafusion:vortex-file-compressed	-6.5%	+0.2%	-6.7%	+16.2%	➖ noise
10	duckdb:duckdb	-4.2%	+0.2%	-4.4%	+16.9%	➖ noise
10	duckdb:vortex-compact	+11.9%	+0.2%	+11.7%	+16.2%	➖ noise
10	duckdb:vortex-file-compressed	+7.9%	+0.2%	+7.7%	+16.2%	➖ noise
11	datafusion:arrow	-2.7%	-6.5%	+4.0%	+16.3%	➖ noise
11	datafusion:vortex-compact	-4.2%	-6.5%	+2.4%	+16.2%	➖ noise
11	datafusion:vortex-file-compressed	-1.6%	-6.5%	+5.2%	+16.2%	➖ noise
11	duckdb:duckdb	-2.4%	-6.5%	+4.4%	+16.2%	➖ noise
11	duckdb:vortex-compact	-2.1%	-6.5%	+4.7%	+16.2%	➖ noise
11	duckdb:vortex-file-compressed	-0.7%	-6.5%	+6.2%	+16.2%	➖ noise
12	datafusion:arrow	-0.5%	+2.9%	-3.3%	+16.2%	➖ noise
12	datafusion:vortex-compact	-3.8%	+2.9%	-6.5%	+17.0%	➖ noise
12	datafusion:vortex-file-compressed	+1.0%	+2.9%	-1.9%	+16.2%	➖ noise
12	duckdb:duckdb	-4.3%	+2.9%	-7.0%	+16.2%	➖ noise
12	duckdb:vortex-compact	+6.5%	+2.9%	+3.5%	+16.2%	➖ noise
12	duckdb:vortex-file-compressed	+38.7%	+2.9%	+34.8%	+16.2%	🚨 regression
13	datafusion:arrow	-2.1%	-7.9%	+6.3%	+16.2%	➖ noise
13	datafusion:vortex-compact	-3.8%	-7.9%	+4.4%	+16.2%	➖ noise
13	datafusion:vortex-file-compressed	-2.7%	-7.9%	+5.6%	+16.2%	➖ noise
13	duckdb:duckdb	-2.2%	-7.9%	+6.1%	+16.9%	➖ noise
13	duckdb:vortex-compact	-4.7%	-7.9%	+3.4%	+16.2%	➖ noise
13	duckdb:vortex-file-compressed	-4.4%	-7.9%	+3.7%	+16.2%	➖ noise
14	datafusion:arrow	-8.8%	-3.1%	-5.8%	+16.2%	➖ noise
14	datafusion:vortex-compact	-3.6%	-3.1%	-0.5%	+16.2%	➖ noise
14	datafusion:vortex-file-compressed	-6.7%	-3.1%	-3.7%	+16.2%	➖ noise
14	duckdb:duckdb	-2.5%	-3.1%	+0.7%	+16.3%	➖ noise
14	duckdb:vortex-compact	-16.8%	-3.1%	-14.1%	+16.2%	✅ faster
14	duckdb:vortex-file-compressed	-14.2%	-3.1%	-11.4%	+16.2%	➖ noise
15	datafusion:arrow	-12.4%	-8.8%	-3.9%	+16.2%	➖ noise
15	datafusion:vortex-compact	-5.0%	-8.8%	+4.2%	+16.2%	➖ noise
15	datafusion:vortex-file-compressed	-6.8%	-8.8%	+2.2%	+16.2%	➖ noise
15	duckdb:duckdb	+0.4%	-8.8%	+10.1%	+16.2%	➖ noise
15	duckdb:vortex-compact	-5.2%	-8.8%	+4.0%	+16.2%	➖ noise
15	duckdb:vortex-file-compressed	-7.3%	-8.8%	+1.6%	+16.2%	➖ noise
16	datafusion:arrow	+4.2%	-5.9%	+10.7%	+16.2%	➖ noise
16	datafusion:vortex-compact	+0.6%	-5.9%	+6.8%	+16.2%	➖ noise
16	datafusion:vortex-file-compressed	-2.7%	-5.9%	+3.4%	+16.2%	➖ noise
16	duckdb:duckdb	-8.5%	-5.9%	-2.9%	+16.2%	➖ noise
16	duckdb:vortex-compact	-19.6%	-5.9%	-14.6%	+16.2%	✅ faster
16	duckdb:vortex-file-compressed	-12.6%	-5.9%	-7.2%	+16.2%	➖ noise
17	datafusion:arrow	-12.9%	-4.9%	-8.4%	+16.2%	➖ noise
17	datafusion:vortex-compact	-10.7%	-4.9%	-6.1%	+16.2%	➖ noise
17	datafusion:vortex-file-compressed	-14.9%	-4.9%	-10.4%	+16.2%	➖ noise
17	duckdb:duckdb	-3.3%	-4.9%	+1.7%	+16.2%	➖ noise
17	duckdb:vortex-compact	+120.3%	-4.9%	+131.8%	+16.2%	🚨 regression
17	duckdb:vortex-file-compressed	+151.3%	-4.9%	+164.4%	+16.2%	🚨 regression
18	datafusion:arrow	-12.6%	-3.8%	-9.1%	+16.2%	➖ noise
18	datafusion:vortex-compact	-7.0%	-3.8%	-3.3%	+16.2%	➖ noise
18	datafusion:vortex-file-compressed	-8.7%	-3.8%	-5.1%	+16.2%	➖ noise
18	duckdb:duckdb	-0.3%	-3.8%	+3.7%	+16.2%	➖ noise
18	duckdb:vortex-compact	-2.9%	-3.8%	+1.0%	+16.2%	➖ noise
18	duckdb:vortex-file-compressed	-1.0%	-3.8%	+2.9%	+16.2%	➖ noise
19	datafusion:arrow	-4.6%	+1.1%	-5.7%	+17.7%	➖ noise
19	datafusion:vortex-compact	-3.0%	+1.1%	-4.1%	+16.6%	➖ noise
19	datafusion:vortex-file-compressed	-1.4%	+1.1%	-2.5%	+18.7%	➖ noise
19	duckdb:duckdb	-5.8%	+1.1%	-6.8%	+17.8%	➖ noise
19	duckdb:vortex-compact	-24.4%	+1.1%	-25.3%	+16.2%	✅ faster
19	duckdb:vortex-file-compressed	-29.5%	+1.1%	-30.3%	+16.4%	✅ faster
20	datafusion:arrow	-10.0%	-14.1%	+4.7%	+16.2%	➖ noise
20	datafusion:vortex-compact	-3.6%	-14.1%	+12.2%	+16.2%	➖ noise
20	datafusion:vortex-file-compressed	-5.7%	-14.1%	+9.7%	+16.2%	➖ noise
20	duckdb:duckdb	+0.3%	-14.1%	+16.7%	+16.2%	🚨 regression
20	duckdb:vortex-compact	-5.5%	-14.1%	+10.0%	+16.2%	➖ noise
20	duckdb:vortex-file-compressed	-7.1%	-14.1%	+8.1%	+16.4%	➖ noise
21	datafusion:arrow	-8.0%	-1.0%	-7.1%	+16.2%	➖ noise
21	datafusion:vortex-compact	-6.6%	-1.0%	-5.7%	+16.2%	➖ noise
21	datafusion:vortex-file-compressed	-4.7%	-1.0%	-3.7%	+16.2%	➖ noise
21	duckdb:duckdb	-5.1%	-1.0%	-4.2%	+16.2%	➖ noise
21	duckdb:vortex-compact	-0.2%	-1.0%	+0.8%	+16.2%	➖ noise
21	duckdb:vortex-file-compressed	-1.1%	-1.0%	-0.1%	+16.2%	➖ noise
22	datafusion:arrow	-5.5%	-2.8%	-2.7%	+16.2%	➖ noise
22	datafusion:vortex-compact	-5.2%	-2.8%	-2.4%	+16.2%	➖ noise
22	datafusion:vortex-file-compressed	+0.8%	-2.8%	+3.7%	+16.2%	➖ noise
22	duckdb:duckdb	-1.7%	-2.8%	+1.1%	+16.2%	➖ noise
22	duckdb:vortex-compact	-15.5%	-2.8%	-13.1%	+16.2%	➖ noise
22	duckdb:vortex-file-compressed	-14.0%	-2.8%	-11.5%	+16.2%	➖ 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: -5.8%
Vortex (geomean): 1.008x ➖
Parquet (geomean): 1.071x ➖
Shifts: Parquet (control) +7.1% · Median polish +5.0%

---

datafusion / vortex-file-compressed (1.081x ➖, 1↑ 5↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	6443901	5981328	1.08
fineweb_q01/datafusion:vortex-file-compressed 🚨	35252691	27959954	1.26
fineweb_q02/datafusion:vortex-file-compressed 🚨	37575603	34061251	1.10
fineweb_q03/datafusion:vortex-file-compressed 🚀	86125137	98540671	0.87
fineweb_q04/datafusion:vortex-file-compressed	275996386	266999701	1.03
fineweb_q05/datafusion:vortex-file-compressed 🚨	254674191	231407661	1.10
fineweb_q06/datafusion:vortex-file-compressed	82093164	75383570	1.09
fineweb_q07/datafusion:vortex-file-compressed 🚨	82271310	74545155	1.10
fineweb_q08/datafusion:vortex-file-compressed 🚨	31475575	27978551	1.12

datafusion / vortex-compact (1.092x ➖, 0↑ 2↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5424098	5496826	0.99
fineweb_q01/datafusion:vortex-compact	181226350	168619451	1.07
fineweb_q02/datafusion:vortex-compact	183787991	167890902	1.09
fineweb_q03/datafusion:vortex-compact	1606076193	1502840435	1.07
fineweb_q04/datafusion:vortex-compact 🚨	1793837992	1592475192	1.13
fineweb_q05/datafusion:vortex-compact	1383968650	1281955648	1.08
fineweb_q06/datafusion:vortex-compact	785934707	728967895	1.08
fineweb_q07/datafusion:vortex-compact	821558384	764329233	1.07
fineweb_q08/datafusion:vortex-compact 🚨	27162622	21593812	1.26

datafusion / parquet (1.121x ❌, 0↑ 7↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	7336925	6662999	1.10
fineweb_q01/datafusion:parquet 🚨	307308799	277462769	1.11
fineweb_q02/datafusion:parquet 🚨	315115227	275328493	1.14
fineweb_q03/datafusion:parquet 🚨	313467741	267015782	1.17
fineweb_q04/datafusion:parquet 🚨	328628527	287564731	1.14
fineweb_q05/datafusion:parquet 🚨	324779646	286307052	1.13
fineweb_q06/datafusion:parquet	312341977	284002917	1.10
fineweb_q07/datafusion:parquet 🚨	307562184	274640737	1.12
fineweb_q08/datafusion:parquet	300324205	280218792	1.07

duckdb / vortex-file-compressed (0.933x ➖, 4↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3830658	4101664	0.93
fineweb_q01/duckdb:vortex-file-compressed 🚀	30711875	35062120	0.88
fineweb_q02/duckdb:vortex-file-compressed	31078831	28864629	1.08
fineweb_q03/duckdb:vortex-file-compressed 🚨	177120430	154665608	1.15
fineweb_q04/duckdb:vortex-file-compressed	227750839	240502900	0.95
fineweb_q05/duckdb:vortex-file-compressed	209296903	226110306	0.93
fineweb_q06/duckdb:vortex-file-compressed 🚀	63872489	79854739	0.80
fineweb_q07/duckdb:vortex-file-compressed 🚀	64352995	76057530	0.85
fineweb_q08/duckdb:vortex-file-compressed 🚀	25078233	27981111	0.90

duckdb / vortex-compact (0.938x ➖, 2↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚀	3875879	4367684	0.89
fineweb_q01/duckdb:vortex-compact 🚀	93991141	108057856	0.87
fineweb_q02/duckdb:vortex-compact	105842157	117429323	0.90
fineweb_q03/duckdb:vortex-compact	855908906	920007692	0.93
fineweb_q04/duckdb:vortex-compact	898084949	942647795	0.95
fineweb_q05/duckdb:vortex-compact	844788489	839604746	1.01
fineweb_q06/duckdb:vortex-compact	480428832	492521173	0.98
fineweb_q07/duckdb:vortex-compact	486625861	503278163	0.97
fineweb_q08/duckdb:vortex-compact	22760808	23751707	0.96

duckdb / parquet (1.022x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	39627251	38427392	1.03
fineweb_q01/duckdb:parquet	101209186	97485554	1.04
fineweb_q02/duckdb:parquet	104612016	101934664	1.03
fineweb_q03/duckdb:parquet	328519362	320643625	1.02
fineweb_q04/duckdb:parquet	461444422	460962470	1.00
fineweb_q05/duckdb:parquet	432876833	419209161	1.03
fineweb_q06/duckdb:parquet	210859460	203441744	1.04
fineweb_q07/duckdb:parquet	221443286	219318120	1.01
fineweb_q08/duckdb:parquet	63892848	63975989	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-1.3%	+6.6%	-7.4%	+37.7%	➖ noise
0	datafusion:vortex-file-compressed	+7.7%	+6.6%	+1.1%	+62.7%	➖ noise
0	duckdb:vortex-compact	-11.3%	+6.6%	-16.7%	+36.4%	➖ noise
0	duckdb:vortex-file-compressed	-6.6%	+6.6%	-12.4%	+48.5%	➖ noise
1	datafusion:vortex-compact	+7.5%	+7.2%	+0.2%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+26.1%	+7.2%	+17.6%	+16.0%	🚨 regression
1	duckdb:vortex-compact	-13.0%	+7.2%	-18.9%	+20.9%	✅ faster
1	duckdb:vortex-file-compressed	-12.4%	+7.2%	-18.3%	+38.2%	➖ noise
2	datafusion:vortex-compact	+9.5%	+8.4%	+1.0%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+10.3%	+8.4%	+1.8%	+16.3%	➖ noise
2	duckdb:vortex-compact	-9.9%	+8.4%	-16.8%	+11.5%	✅ faster
2	duckdb:vortex-file-compressed	+7.7%	+8.4%	-0.7%	+13.5%	➖ noise
3	datafusion:vortex-compact	+6.9%	+9.7%	-2.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-12.6%	+9.7%	-20.3%	+34.5%	➖ noise
3	duckdb:vortex-compact	-7.0%	+9.7%	-15.2%	+10.0%	✅ faster
3	duckdb:vortex-file-compressed	+14.5%	+9.7%	+4.4%	+23.0%	➖ noise
4	datafusion:vortex-compact	+12.6%	+7.0%	+5.3%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+3.4%	+7.0%	-3.4%	+11.5%	➖ noise
4	duckdb:vortex-compact	-4.7%	+7.0%	-10.9%	+10.0%	✅ faster
4	duckdb:vortex-file-compressed	-5.3%	+7.0%	-11.5%	+10.0%	✅ faster
5	datafusion:vortex-compact	+8.0%	+8.2%	-0.3%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+10.1%	+8.2%	+1.7%	+13.9%	➖ noise
5	duckdb:vortex-compact	+0.6%	+8.2%	-7.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-7.4%	+8.2%	-14.5%	+10.0%	✅ faster
6	datafusion:vortex-compact	+7.8%	+6.8%	+1.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+8.9%	+6.8%	+2.0%	+26.3%	➖ noise
6	duckdb:vortex-compact	-2.5%	+6.8%	-8.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-20.0%	+6.8%	-25.1%	+16.6%	✅ faster
7	datafusion:vortex-compact	+7.5%	+6.3%	+1.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+10.4%	+6.3%	+3.8%	+13.9%	➖ noise
7	duckdb:vortex-compact	-3.3%	+6.3%	-9.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-15.4%	+6.3%	-20.4%	+10.0%	✅ faster
8	datafusion:vortex-compact	+25.8%	+3.5%	+21.6%	+22.5%	➖ noise
8	datafusion:vortex-file-compressed	+12.5%	+3.5%	+8.7%	+26.7%	➖ noise
8	duckdb:vortex-compact	-4.2%	+3.5%	-7.4%	+14.8%	➖ noise
8	duckdb:vortex-file-compressed	-10.4%	+3.5%	-13.4%	+21.3%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +6.3%
Vortex (geomean): 1.073x ➖
Parquet (geomean): 1.000x ➖
Shifts: Parquet (control) +0.0% · Median polish -0.1%

---

datafusion / vortex-file-compressed (0.932x ➖, 1↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	406689874	411084551	0.99
tpch_q02/datafusion:vortex-file-compressed	112450440	122736825	0.92
tpch_q03/datafusion:vortex-file-compressed	205388017	222602460	0.92
tpch_q04/datafusion:vortex-file-compressed	98847842	107699856	0.92
tpch_q05/datafusion:vortex-file-compressed	377142315	413878529	0.91
tpch_q06/datafusion:vortex-file-compressed	40055750	42932530	0.93
tpch_q07/datafusion:vortex-file-compressed	559558046	605621064	0.92
tpch_q08/datafusion:vortex-file-compressed	375416490	401229103	0.94
tpch_q09/datafusion:vortex-file-compressed	664201499	714409720	0.93
tpch_q10/datafusion:vortex-file-compressed	237521901	250120806	0.95
tpch_q11/datafusion:vortex-file-compressed 🚀	83065899	93946229	0.88
tpch_q12/datafusion:vortex-file-compressed	105356511	115013625	0.92
tpch_q13/datafusion:vortex-file-compressed	222867208	233408516	0.95
tpch_q14/datafusion:vortex-file-compressed	57076540	59429916	0.96
tpch_q15/datafusion:vortex-file-compressed	106766995	113350168	0.94
tpch_q16/datafusion:vortex-file-compressed	76446352	81431951	0.94
tpch_q17/datafusion:vortex-file-compressed	648955773	703873407	0.92
tpch_q18/datafusion:vortex-file-compressed	876008741	954828813	0.92
tpch_q19/datafusion:vortex-file-compressed	97775407	101774300	0.96
tpch_q20/datafusion:vortex-file-compressed	169051201	179137119	0.94
tpch_q21/datafusion:vortex-file-compressed	654499362	709495388	0.92
tpch_q22/datafusion:vortex-file-compressed	61025241	65930977	0.93

datafusion / vortex-compact (1.060x ➖, 0↑ 13↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	436529050	471251144	0.93
tpch_q02/datafusion:vortex-compact	142034656	130089544	1.09
tpch_q03/datafusion:vortex-compact	224955233	231542209	0.97
tpch_q04/datafusion:vortex-compact 🚨	140583431	127386050	1.10
tpch_q05/datafusion:vortex-compact 🚨	486079329	430927859	1.13
tpch_q06/datafusion:vortex-compact 🚨	74003332	67144454	1.10
tpch_q07/datafusion:vortex-compact 🚨	729679031	627670402	1.16
tpch_q08/datafusion:vortex-compact 🚨	482169452	410135893	1.18
tpch_q09/datafusion:vortex-compact 🚨	855253616	727282399	1.18
tpch_q10/datafusion:vortex-compact 🚨	332036991	286293061	1.16
tpch_q11/datafusion:vortex-compact 🚨	111913297	98423630	1.14
tpch_q12/datafusion:vortex-compact 🚨	202732783	179248974	1.13
tpch_q13/datafusion:vortex-compact 🚨	319574934	289876088	1.10
tpch_q14/datafusion:vortex-compact 🚨	86911092	78415998	1.11
tpch_q15/datafusion:vortex-compact 🚨	199059948	176732008	1.13
tpch_q16/datafusion:vortex-compact 🚨	97422700	87286895	1.12
tpch_q17/datafusion:vortex-compact	701017274	714464226	0.98
tpch_q18/datafusion:vortex-compact	902935761	976311604	0.92
tpch_q19/datafusion:vortex-compact	139354769	146588024	0.95
tpch_q20/datafusion:vortex-compact	199954132	211041153	0.95
tpch_q21/datafusion:vortex-compact	706509983	749673093	0.94
tpch_q22/datafusion:vortex-compact	73079381	77294351	0.95

datafusion / parquet (1.014x ➖, 0↑ 2↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	478052622	441572907	1.08
tpch_q02/datafusion:parquet	188817475	198344304	0.95
tpch_q03/datafusion:parquet	298457447	318309774	0.94
tpch_q04/datafusion:parquet	133619314	139410119	0.96
tpch_q05/datafusion:parquet	458365622	483196543	0.95
tpch_q06/datafusion:parquet	131218018	132387556	0.99
tpch_q07/datafusion:parquet	639514063	671984889	0.95
tpch_q08/datafusion:parquet	572078772	520482234	1.10
tpch_q09/datafusion:parquet 🚨	914289717	824444578	1.11
tpch_q10/datafusion:parquet	582975496	532465996	1.09
tpch_q11/datafusion:parquet	154504708	141030532	1.10
tpch_q12/datafusion:parquet	229593012	229339017	1.00
tpch_q13/datafusion:parquet	381073366	351861716	1.08
tpch_q14/datafusion:parquet	173763773	172787947	1.01
tpch_q15/datafusion:parquet	287189366	265175056	1.08
tpch_q16/datafusion:parquet	152835065	144901835	1.05
tpch_q17/datafusion:parquet 🚨	839161673	733141601	1.14
tpch_q18/datafusion:parquet	915108681	942551092	0.97
tpch_q19/datafusion:parquet	268555932	287544103	0.93
tpch_q20/datafusion:parquet	308770412	322576986	0.96
tpch_q21/datafusion:parquet	735539325	793306935	0.93
tpch_q22/datafusion:parquet	219318253	222796450	0.98

datafusion / arrow (1.007x ➖, 1↑ 8↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚨	724665919	648040505	1.12
tpch_q02/datafusion:arrow 🚨	194734871	176387153	1.10
tpch_q03/datafusion:arrow 🚨	602143777	505688412	1.19
tpch_q04/datafusion:arrow 🚨	449265197	381002854	1.18
tpch_q05/datafusion:arrow 🚨	1132440294	1001606959	1.13
tpch_q06/datafusion:arrow 🚨	345564209	299926922	1.15
tpch_q07/datafusion:arrow 🚨	1430188458	1256448485	1.14
tpch_q08/datafusion:arrow	1116907523	1233698521	0.91
tpch_q09/datafusion:arrow	1309469270	1434296773	0.91
tpch_q10/datafusion:arrow	590285617	649640592	0.91
tpch_q11/datafusion:arrow	156369670	158485071	0.99
tpch_q12/datafusion:arrow 🚨	809645449	727859805	1.11
tpch_q13/datafusion:arrow	528847896	539025886	0.98
tpch_q14/datafusion:arrow	319269703	337603459	0.95
tpch_q15/datafusion:arrow	693955466	766850635	0.90
tpch_q16/datafusion:arrow	107169145	113240567	0.95
tpch_q17/datafusion:arrow	1337173620	1415676042	0.94
tpch_q18/datafusion:arrow	1828349254	1961175290	0.93
tpch_q19/datafusion:arrow	543011307	551461391	0.98
tpch_q20/datafusion:arrow	525952739	554085553	0.95
tpch_q21/datafusion:arrow	2886649608	2959871223	0.98
tpch_q22/datafusion:arrow 🚀	137929234	160173073	0.86

duckdb / vortex-file-compressed (1.243x ❌, 1↑ 11↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	178458324	180867571	0.99
tpch_q02/duckdb:vortex-file-compressed	54905188	54844526	1.00
tpch_q03/duckdb:vortex-file-compressed	134606060	133488485	1.01
tpch_q04/duckdb:vortex-file-compressed	162705933	155160717	1.05
tpch_q05/duckdb:vortex-file-compressed 🚨	165654939	137007559	1.21
tpch_q06/duckdb:vortex-file-compressed 🚀	38273567	49551457	0.77
tpch_q07/duckdb:vortex-file-compressed	153576798	157270705	0.98
tpch_q08/duckdb:vortex-file-compressed 🚨	230799026	185832619	1.24
tpch_q09/duckdb:vortex-file-compressed 🚨	478360835	344734595	1.39
tpch_q10/duckdb:vortex-file-compressed 🚨	244219323	163677735	1.49
tpch_q11/duckdb:vortex-file-compressed 🚨	47664230	38510996	1.24
tpch_q12/duckdb:vortex-file-compressed 🚨	217846514	94215157	2.31
tpch_q13/duckdb:vortex-file-compressed	286075690	262545140	1.09
tpch_q14/duckdb:vortex-file-compressed	72290856	75581259	0.96
tpch_q15/duckdb:vortex-file-compressed 🚨	120672870	104114079	1.16
tpch_q16/duckdb:vortex-file-compressed	86666563	85160568	1.02
tpch_q17/duckdb:vortex-file-compressed 🚨	605398190	108307384	5.59
tpch_q18/duckdb:vortex-file-compressed 🚨	330949791	289133561	1.14
tpch_q19/duckdb:vortex-file-compressed	93963377	95029931	0.99
tpch_q20/duckdb:vortex-file-compressed 🚨	207161422	174196449	1.19
tpch_q21/duckdb:vortex-file-compressed 🚨	1170660874	600230132	1.95
tpch_q22/duckdb:vortex-file-compressed	76299068	80659713	0.95

duckdb / vortex-compact (1.078x ➖, 4↑ 7↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	233020107	234075714	1.00
tpch_q02/duckdb:vortex-compact	58221695	62104206	0.94
tpch_q03/duckdb:vortex-compact	161973906	149746815	1.08
tpch_q04/duckdb:vortex-compact	188496690	188883307	1.00
tpch_q05/duckdb:vortex-compact 🚨	191038776	156160873	1.22
tpch_q06/duckdb:vortex-compact 🚀	56301386	88301862	0.64
tpch_q07/duckdb:vortex-compact	210425161	215376022	0.98
tpch_q08/duckdb:vortex-compact 🚨	268432310	198908069	1.35
tpch_q09/duckdb:vortex-compact 🚨	464477380	378327947	1.23
tpch_q10/duckdb:vortex-compact 🚨	253257873	199579652	1.27
tpch_q11/duckdb:vortex-compact	42277528	44019211	0.96
tpch_q12/duckdb:vortex-compact 🚨	260022915	214386833	1.21
tpch_q13/duckdb:vortex-compact	298031761	311859207	0.96
tpch_q14/duckdb:vortex-compact 🚀	81410254	107440069	0.76
tpch_q15/duckdb:vortex-compact	120056118	124965963	0.96
tpch_q16/duckdb:vortex-compact	82081066	89884580	0.91
tpch_q17/duckdb:vortex-compact 🚨	524977853	125694755	4.18
tpch_q18/duckdb:vortex-compact	297132814	301393693	0.99
tpch_q19/duckdb:vortex-compact 🚀	98951109	119194733	0.83
tpch_q20/duckdb:vortex-compact	212570265	215250660	0.99
tpch_q21/duckdb:vortex-compact 🚨	1060723244	668805939	1.59
tpch_q22/duckdb:vortex-compact 🚀	76844419	93389800	0.82

duckdb / parquet (0.986x ➖, 1↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	260108827	256967461	1.01
tpch_q02/duckdb:parquet	95982798	100589979	0.95
tpch_q03/duckdb:parquet	209280765	219295495	0.95
tpch_q04/duckdb:parquet	136389473	134585283	1.01
tpch_q05/duckdb:parquet	217979703	226893040	0.96
tpch_q06/duckdb:parquet	67474272	67248832	1.00
tpch_q07/duckdb:parquet	184407361	188829335	0.98
tpch_q08/duckdb:parquet	259963987	265117847	0.98
tpch_q09/duckdb:parquet	473190203	476331007	0.99
tpch_q10/duckdb:parquet	599253177	616060038	0.97
tpch_q11/duckdb:parquet 🚨	46879640	41084235	1.14
tpch_q12/duckdb:parquet	124486123	127156494	0.98
tpch_q13/duckdb:parquet 🚀	398708683	459562254	0.87
tpch_q14/duckdb:parquet	178266854	173981361	1.02
tpch_q15/duckdb:parquet	97419273	98801508	0.99
tpch_q16/duckdb:parquet	165049983	164004106	1.01
tpch_q17/duckdb:parquet	179963528	180357613	1.00
tpch_q18/duckdb:parquet	351804809	364704770	0.96
tpch_q19/duckdb:parquet	280523962	281374761	1.00
tpch_q20/duckdb:parquet	230692577	233361712	0.99
tpch_q21/duckdb:parquet	570105770	594181042	0.96
tpch_q22/duckdb:parquet	290054978	294959959	0.98

duckdb / duckdb (1.083x ➖, 0↑ 5↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	124248613	118333818	1.05
tpch_q02/duckdb:duckdb 🚨	52343464	46539269	1.12
tpch_q03/duckdb:duckdb 🚨	110017674	99939933	1.10
tpch_q04/duckdb:duckdb	149694891	137444026	1.09
tpch_q05/duckdb:duckdb	123570265	112357327	1.10
tpch_q06/duckdb:duckdb	41393683	39395723	1.05
tpch_q07/duckdb:duckdb	94935403	88011975	1.08
tpch_q08/duckdb:duckdb	122627491	112974475	1.09
tpch_q09/duckdb:duckdb 🚨	316510329	282449241	1.12
tpch_q10/duckdb:duckdb	225361894	212605097	1.06
tpch_q11/duckdb:duckdb 🚨	18224909	15832337	1.15
tpch_q12/duckdb:duckdb	92484813	85766561	1.08
tpch_q13/duckdb:duckdb	283926160	258577725	1.10
tpch_q14/duckdb:duckdb 🚨	81224046	71662509	1.13
tpch_q15/duckdb:duckdb	86638125	79453604	1.09
tpch_q16/duckdb:duckdb	81700766	76407105	1.07
tpch_q17/duckdb:duckdb	92379544	85803450	1.08
tpch_q18/duckdb:duckdb	239966491	220364055	1.09
tpch_q19/duckdb:duckdb	126938079	118138405	1.07
tpch_q20/duckdb:duckdb	119289048	113655572	1.05
tpch_q21/duckdb:duckdb	320372519	317778810	1.01
tpch_q22/duckdb:duckdb	68919499	65505360	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+11.8%	+4.7%	+6.8%	+12.5%	➖ noise
1	datafusion:vortex-compact	-7.4%	+4.7%	-11.5%	+13.8%	➖ noise
1	datafusion:vortex-file-compressed	-1.1%	+4.7%	-5.5%	+13.8%	➖ noise
1	duckdb:duckdb	+5.0%	+4.7%	+0.3%	+12.4%	➖ noise
1	duckdb:vortex-compact	-0.5%	+4.7%	-4.9%	+12.5%	➖ noise
1	duckdb:vortex-file-compressed	-1.3%	+4.7%	-5.7%	+12.7%	➖ noise
2	datafusion:arrow	+10.4%	-4.7%	+15.8%	+12.3%	🚨 regression
2	datafusion:vortex-compact	+9.2%	-4.7%	+14.6%	+18.6%	➖ noise
2	datafusion:vortex-file-compressed	-8.4%	-4.7%	-3.9%	+12.3%	➖ noise
2	duckdb:duckdb	+12.5%	-4.7%	+18.0%	+12.6%	🚨 regression
2	duckdb:vortex-compact	-6.3%	-4.7%	-1.6%	+12.3%	➖ noise
2	duckdb:vortex-file-compressed	+0.1%	-4.7%	+5.0%	+12.3%	➖ noise
3	datafusion:arrow	+19.1%	-5.4%	+25.9%	+12.3%	🚨 regression
3	datafusion:vortex-compact	-2.8%	-5.4%	+2.7%	+12.3%	➖ noise
3	datafusion:vortex-file-compressed	-7.7%	-5.4%	-2.5%	+12.3%	➖ noise
3	duckdb:duckdb	+10.1%	-5.4%	+16.4%	+12.3%	🚨 regression
3	duckdb:vortex-compact	+8.2%	-5.4%	+14.3%	+12.3%	🚨 regression
3	duckdb:vortex-file-compressed	+0.8%	-5.4%	+6.6%	+12.3%	➖ noise
4	datafusion:arrow	+17.9%	-1.4%	+19.6%	+12.3%	🚨 regression
4	datafusion:vortex-compact	+10.4%	-1.4%	+12.0%	+12.3%	➖ noise
4	datafusion:vortex-file-compressed	-8.2%	-1.4%	-6.9%	+12.3%	➖ noise
4	duckdb:duckdb	+8.9%	-1.4%	+10.5%	+12.3%	➖ noise
4	duckdb:vortex-compact	-0.2%	-1.4%	+1.3%	+12.3%	➖ noise
4	duckdb:vortex-file-compressed	+4.9%	-1.4%	+6.4%	+12.3%	➖ noise
5	datafusion:arrow	+13.1%	-4.5%	+18.4%	+12.3%	🚨 regression
5	datafusion:vortex-compact	+12.8%	-4.5%	+18.2%	+12.3%	🚨 regression
5	datafusion:vortex-file-compressed	-8.9%	-4.5%	-4.5%	+12.3%	➖ noise
5	duckdb:duckdb	+10.0%	-4.5%	+15.2%	+12.3%	🚨 regression
5	duckdb:vortex-compact	+22.3%	-4.5%	+28.1%	+12.3%	🚨 regression
5	duckdb:vortex-file-compressed	+20.9%	-4.5%	+26.7%	+12.3%	🚨 regression
6	datafusion:arrow	+15.2%	-0.3%	+15.5%	+12.3%	🚨 regression
6	datafusion:vortex-compact	+10.2%	-0.3%	+10.5%	+12.3%	➖ noise
6	datafusion:vortex-file-compressed	-6.7%	-0.3%	-6.4%	+12.3%	➖ noise
6	duckdb:duckdb	+5.1%	-0.3%	+5.4%	+14.9%	➖ noise
6	duckdb:vortex-compact	-36.2%	-0.3%	-36.1%	+15.6%	✅ faster
6	duckdb:vortex-file-compressed	-22.8%	-0.3%	-22.5%	+12.3%	✅ faster
7	datafusion:arrow	+13.8%	-3.6%	+18.1%	+12.3%	🚨 regression
7	datafusion:vortex-compact	+16.3%	-3.6%	+20.6%	+12.3%	🚨 regression
7	datafusion:vortex-file-compressed	-7.6%	-3.6%	-4.2%	+12.3%	➖ noise
7	duckdb:duckdb	+7.9%	-3.6%	+11.9%	+12.3%	➖ noise
7	duckdb:vortex-compact	-2.3%	-3.6%	+1.3%	+12.3%	➖ noise
7	duckdb:vortex-file-compressed	-2.3%	-3.6%	+1.3%	+12.3%	➖ noise
8	datafusion:arrow	-9.5%	+3.8%	-12.8%	+12.3%	✅ faster
8	datafusion:vortex-compact	+17.6%	+3.8%	+13.2%	+12.3%	🚨 regression
8	datafusion:vortex-file-compressed	-6.4%	+3.8%	-9.9%	+12.3%	➖ noise
8	duckdb:duckdb	+8.5%	+3.8%	+4.6%	+12.3%	➖ noise
8	duckdb:vortex-compact	+35.0%	+3.8%	+30.0%	+12.3%	🚨 regression
8	duckdb:vortex-file-compressed	+24.2%	+3.8%	+19.6%	+12.3%	🚨 regression
9	datafusion:arrow	-8.7%	+5.0%	-13.0%	+12.3%	✅ faster
9	datafusion:vortex-compact	+17.6%	+5.0%	+12.0%	+12.3%	➖ noise
9	datafusion:vortex-file-compressed	-7.0%	+5.0%	-11.4%	+12.3%	✅ faster
9	duckdb:duckdb	+12.1%	+5.0%	+6.8%	+12.3%	➖ noise
9	duckdb:vortex-compact	+22.8%	+5.0%	+17.0%	+12.3%	🚨 regression
9	duckdb:vortex-file-compressed	+38.8%	+5.0%	+32.2%	+12.3%	🚨 regression
10	datafusion:arrow	-9.1%	+3.2%	-12.0%	+12.3%	✅ faster
10	datafusion:vortex-compact	+16.0%	+3.2%	+12.4%	+12.3%	🚨 regression
10	datafusion:vortex-file-compressed	-5.0%	+3.2%	-8.0%	+12.3%	➖ noise
10	duckdb:duckdb	+6.0%	+3.2%	+2.7%	+12.3%	➖ noise
10	duckdb:vortex-compact	+26.9%	+3.2%	+23.0%	+12.3%	🚨 regression
10	duckdb:vortex-file-compressed	+49.2%	+3.2%	+44.6%	+12.3%	🚨 regression
11	datafusion:arrow	-1.3%	+11.8%	-11.8%	+12.3%	✅ faster
11	datafusion:vortex-compact	+13.7%	+11.8%	+1.7%	+12.3%	➖ noise
11	datafusion:vortex-file-compressed	-11.6%	+11.8%	-20.9%	+12.3%	✅ faster
11	duckdb:duckdb	+15.1%	+11.8%	+3.0%	+20.4%	➖ noise
11	duckdb:vortex-compact	-4.0%	+11.8%	-14.1%	+15.0%	✅ faster
11	duckdb:vortex-file-compressed	+23.8%	+11.8%	+10.7%	+13.4%	➖ noise
12	datafusion:arrow	+11.2%	-1.0%	+12.4%	+39.6%	➖ noise
12	datafusion:vortex-compact	+13.1%	-1.0%	+14.2%	+12.3%	🚨 regression
12	datafusion:vortex-file-compressed	-8.4%	-1.0%	-7.5%	+12.3%	➖ noise
12	duckdb:duckdb	+7.8%	-1.0%	+8.9%	+12.3%	➖ noise
12	duckdb:vortex-compact	+21.3%	-1.0%	+22.5%	+12.3%	🚨 regression
12	duckdb:vortex-file-compressed	+131.2%	-1.0%	+133.6%	+12.3%	🚨 regression
13	datafusion:arrow	-1.9%	-3.1%	+1.2%	+12.3%	➖ noise
13	datafusion:vortex-compact	+10.2%	-3.1%	+13.7%	+12.3%	🚨 regression
13	datafusion:vortex-file-compressed	-4.5%	-3.1%	-1.5%	+12.3%	➖ noise
13	duckdb:duckdb	+9.8%	-3.1%	+13.3%	+12.3%	🚨 regression
13	duckdb:vortex-compact	-4.4%	-3.1%	-1.4%	+12.3%	➖ noise
13	duckdb:vortex-file-compressed	+9.0%	-3.1%	+12.4%	+12.3%	🚨 regression
14	datafusion:arrow	-5.4%	+1.5%	-6.8%	+12.3%	➖ noise
14	datafusion:vortex-compact	+10.8%	+1.5%	+9.2%	+12.3%	➖ noise
14	datafusion:vortex-file-compressed	-4.0%	+1.5%	-5.4%	+13.7%	➖ noise
14	duckdb:duckdb	+13.3%	+1.5%	+11.7%	+12.3%	➖ noise
14	duckdb:vortex-compact	-24.2%	+1.5%	-25.4%	+12.3%	✅ faster
14	duckdb:vortex-file-compressed	-4.4%	+1.5%	-5.8%	+12.3%	➖ noise
15	datafusion:arrow	-9.5%	+3.3%	-12.4%	+12.3%	✅ faster
15	datafusion:vortex-compact	+12.6%	+3.3%	+9.0%	+12.3%	➖ noise
15	datafusion:vortex-file-compressed	-5.8%	+3.3%	-8.9%	+12.3%	➖ noise
15	duckdb:duckdb	+9.0%	+3.3%	+5.5%	+12.3%	➖ noise
15	duckdb:vortex-compact	-3.9%	+3.3%	-7.0%	+12.3%	➖ noise
15	duckdb:vortex-file-compressed	+15.9%	+3.3%	+12.2%	+12.3%	➖ noise
16	datafusion:arrow	-5.4%	+3.0%	-8.1%	+12.3%	➖ noise
16	datafusion:vortex-compact	+11.6%	+3.0%	+8.3%	+12.3%	➖ noise
16	datafusion:vortex-file-compressed	-6.1%	+3.0%	-8.9%	+12.3%	➖ noise
16	duckdb:duckdb	+6.9%	+3.0%	+3.8%	+12.3%	➖ noise
16	duckdb:vortex-compact	-8.7%	+3.0%	-11.4%	+12.3%	✅ faster
16	duckdb:vortex-file-compressed	+1.8%	+3.0%	-1.2%	+12.3%	➖ noise
17	datafusion:arrow	-5.5%	+6.9%	-11.6%	+12.3%	✅ faster
17	datafusion:vortex-compact	-1.9%	+6.9%	-8.2%	+12.3%	➖ noise
17	datafusion:vortex-file-compressed	-7.8%	+6.9%	-13.7%	+12.3%	✅ faster
17	duckdb:duckdb	+7.7%	+6.9%	+0.7%	+12.3%	➖ noise
17	duckdb:vortex-compact	+317.7%	+6.9%	+290.8%	+12.3%	🚨 regression
17	duckdb:vortex-file-compressed	+459.0%	+6.9%	+423.0%	+12.3%	🚨 regression
18	datafusion:arrow	-6.8%	-3.2%	-3.7%	+12.3%	➖ noise
18	datafusion:vortex-compact	-7.5%	-3.2%	-4.4%	+12.3%	➖ noise
18	datafusion:vortex-file-compressed	-8.3%	-3.2%	-5.2%	+12.3%	➖ noise
18	duckdb:duckdb	+8.9%	-3.2%	+12.5%	+12.3%	🚨 regression
18	duckdb:vortex-compact	-1.4%	-3.2%	+1.9%	+12.3%	➖ noise
18	duckdb:vortex-file-compressed	+14.5%	-3.2%	+18.3%	+12.3%	🚨 regression
19	datafusion:arrow	-1.5%	-3.5%	+2.0%	+12.3%	➖ noise
19	datafusion:vortex-compact	-4.9%	-3.5%	-1.5%	+12.3%	➖ noise
19	datafusion:vortex-file-compressed	-3.9%	-3.5%	-0.4%	+12.3%	➖ noise
19	duckdb:duckdb	+7.4%	-3.5%	+11.4%	+12.3%	➖ noise
19	duckdb:vortex-compact	-17.0%	-3.5%	-14.0%	+12.3%	✅ faster
19	duckdb:vortex-file-compressed	-1.1%	-3.5%	+2.5%	+12.3%	➖ noise
20	datafusion:arrow	-5.1%	-2.7%	-2.4%	+12.3%	➖ noise
20	datafusion:vortex-compact	-5.3%	-2.7%	-2.6%	+12.3%	➖ noise
20	datafusion:vortex-file-compressed	-5.6%	-2.7%	-3.0%	+12.3%	➖ noise
20	duckdb:duckdb	+5.0%	-2.7%	+7.9%	+12.3%	➖ noise
20	duckdb:vortex-compact	-1.2%	-2.7%	+1.5%	+12.3%	➖ noise
20	duckdb:vortex-file-compressed	+18.9%	-2.7%	+22.3%	+12.3%	🚨 regression
21	datafusion:arrow	-2.5%	-5.7%	+3.4%	+12.3%	➖ noise
21	datafusion:vortex-compact	-5.8%	-5.7%	-0.1%	+12.3%	➖ noise
21	datafusion:vortex-file-compressed	-7.8%	-5.7%	-2.2%	+12.3%	➖ noise
21	duckdb:duckdb	+0.8%	-5.7%	+6.9%	+12.3%	➖ noise
21	duckdb:vortex-compact	+58.6%	-5.7%	+68.2%	+12.3%	🚨 regression
21	duckdb:vortex-file-compressed	+95.0%	-5.7%	+106.8%	+12.3%	🚨 regression
22	datafusion:arrow	-13.9%	-1.6%	-12.5%	+12.3%	✅ faster
22	datafusion:vortex-compact	-5.5%	-1.6%	-3.9%	+12.3%	➖ noise
22	datafusion:vortex-file-compressed	-7.4%	-1.6%	-5.9%	+12.3%	➖ noise
22	duckdb:duckdb	+5.2%	-1.6%	+6.9%	+12.3%	➖ noise
22	duckdb:vortex-compact	-17.7%	-1.6%	-16.4%	+12.3%	✅ faster
22	duckdb:vortex-file-compressed	-5.4%	-1.6%	-3.9%	+12.3%	➖ 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: -3.2%
Vortex (geomean): 0.986x ➖
Parquet (geomean): 1.019x ➖
Shifts: Parquet (control) +1.9% · Median polish -1.0%

---

datafusion / vortex-file-compressed (1.030x ➖, 0↑ 2↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	214190947	206686894	1.04
tpch_q02/datafusion:vortex-file-compressed	443365364	458922460	0.97
tpch_q03/datafusion:vortex-file-compressed	411639779	373719267	1.10
tpch_q04/datafusion:vortex-file-compressed	227243479	233389031	0.97
tpch_q05/datafusion:vortex-file-compressed	404360338	439856287	0.92
tpch_q06/datafusion:vortex-file-compressed	282760669	265310562	1.07
tpch_q07/datafusion:vortex-file-compressed	353840858	369533535	0.96
tpch_q08/datafusion:vortex-file-compressed	666230687	526119108	1.27
tpch_q09/datafusion:vortex-file-compressed 🚨	485580563	333159665	1.46
tpch_q10/datafusion:vortex-file-compressed	449873082	491240802	0.92
tpch_q11/datafusion:vortex-file-compressed	335247168	345801213	0.97
tpch_q12/datafusion:vortex-file-compressed	391399347	393212698	1.00
tpch_q13/datafusion:vortex-file-compressed	231340460	216850681	1.07
tpch_q14/datafusion:vortex-file-compressed	208247235	192834929	1.08
tpch_q15/datafusion:vortex-file-compressed	334436161	315501245	1.06
tpch_q16/datafusion:vortex-file-compressed	210499860	202431430	1.04
tpch_q17/datafusion:vortex-file-compressed 🚨	450928142	346645806	1.30
tpch_q18/datafusion:vortex-file-compressed	284479090	356336430	0.80
tpch_q19/datafusion:vortex-file-compressed	359658989	385691732	0.93
tpch_q20/datafusion:vortex-file-compressed	387421334	446871799	0.87
tpch_q21/datafusion:vortex-file-compressed	570111522	474758161	1.20
tpch_q22/datafusion:vortex-file-compressed	141015495	153785474	0.92

datafusion / vortex-compact (0.971x ➖, 1↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	271160865	243828068	1.11
tpch_q02/datafusion:vortex-compact	414478997	464941843	0.89
tpch_q03/datafusion:vortex-compact	399698715	408433921	0.98
tpch_q04/datafusion:vortex-compact	241506734	263504116	0.92
tpch_q05/datafusion:vortex-compact 🚀	347184158	543634166	0.64
tpch_q06/datafusion:vortex-compact	282029870	310224583	0.91
tpch_q07/datafusion:vortex-compact	438519850	392709830	1.12
tpch_q08/datafusion:vortex-compact	533775088	534952109	1.00
tpch_q09/datafusion:vortex-compact	416063851	376933744	1.10
tpch_q10/datafusion:vortex-compact	505682632	551086818	0.92
tpch_q11/datafusion:vortex-compact	276628805	296456131	0.93
tpch_q12/datafusion:vortex-compact	401748499	391743959	1.03
tpch_q13/datafusion:vortex-compact	210863441	219804551	0.96
tpch_q14/datafusion:vortex-compact	239555870	278011034	0.86
tpch_q15/datafusion:vortex-compact	436039086	518351310	0.84
tpch_q16/datafusion:vortex-compact	164592709	198386214	0.83
tpch_q17/datafusion:vortex-compact	315077049	324668536	0.97
tpch_q18/datafusion:vortex-compact	329818741	290210498	1.14
tpch_q19/datafusion:vortex-compact	489143974	448626151	1.09
tpch_q20/datafusion:vortex-compact	512488380	470797132	1.09
tpch_q21/datafusion:vortex-compact	654544348	533771191	1.23
tpch_q22/datafusion:vortex-compact	162408741	161375358	1.01

datafusion / parquet (1.079x ➖, 1↑ 3↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	229454488	230351307	1.00
tpch_q02/datafusion:parquet	448228973	446021240	1.00
tpch_q03/datafusion:parquet 🚀	327132599	527848936	0.62
tpch_q04/datafusion:parquet	194337720	152603580	1.27
tpch_q05/datafusion:parquet	521779051	494431933	1.06
tpch_q06/datafusion:parquet	143863714	136481660	1.05
tpch_q07/datafusion:parquet	567276670	485574628	1.17
tpch_q08/datafusion:parquet	647947410	666867473	0.97
tpch_q09/datafusion:parquet 🚨	699479049	525097044	1.33
tpch_q10/datafusion:parquet	719756062	793058432	0.91
tpch_q11/datafusion:parquet	432519774	358560166	1.21
tpch_q12/datafusion:parquet	366086691	303449970	1.21
tpch_q13/datafusion:parquet	440679872	446361041	0.99
tpch_q14/datafusion:parquet 🚨	227538137	174940592	1.30
tpch_q15/datafusion:parquet 🚨	413169270	282847239	1.46
tpch_q16/datafusion:parquet	203377335	177056696	1.15
tpch_q17/datafusion:parquet	503121252	392646379	1.28
tpch_q18/datafusion:parquet	482030762	457616897	1.05
tpch_q19/datafusion:parquet	409798391	321898988	1.27
tpch_q20/datafusion:parquet	376294313	351023725	1.07
tpch_q21/datafusion:parquet	563699393	558864478	1.01
tpch_q22/datafusion:parquet	130362447	171765420	0.76

duckdb / vortex-file-compressed (0.994x ➖, 1↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	272025712	277764714	0.98
tpch_q02/duckdb:vortex-file-compressed	972993298	993116611	0.98
tpch_q03/duckdb:vortex-file-compressed	781749825	718217107	1.09
tpch_q04/duckdb:vortex-file-compressed	486962200	406567231	1.20
tpch_q05/duckdb:vortex-file-compressed	890870077	937432274	0.95
tpch_q06/duckdb:vortex-file-compressed 🚀	323923910	647177852	0.50
tpch_q07/duckdb:vortex-file-compressed	927612212	823250197	1.13
tpch_q08/duckdb:vortex-file-compressed	1068255787	1045409960	1.02
tpch_q09/duckdb:vortex-file-compressed	1030903646	897385918	1.15
tpch_q10/duckdb:vortex-file-compressed	907432945	749599345	1.21
tpch_q11/duckdb:vortex-file-compressed	640511128	500024949	1.28
tpch_q12/duckdb:vortex-file-compressed 🚨	671058161	439420774	1.53
tpch_q13/duckdb:vortex-file-compressed	463866227	486927117	0.95
tpch_q14/duckdb:vortex-file-compressed	396462706	479621006	0.83
tpch_q15/duckdb:vortex-file-compressed	271308366	323687487	0.84
tpch_q16/duckdb:vortex-file-compressed	357363622	381784491	0.94
tpch_q17/duckdb:vortex-file-compressed	630602407	668704607	0.94
tpch_q18/duckdb:vortex-file-compressed	776746032	597852677	1.30
tpch_q19/duckdb:vortex-file-compressed	479802480	524760039	0.91
tpch_q20/duckdb:vortex-file-compressed	728193471	895470398	0.81
tpch_q21/duckdb:vortex-file-compressed	1201928955	1129058990	1.06
tpch_q22/duckdb:vortex-file-compressed	293902524	375784974	0.78

duckdb / vortex-compact (0.952x ➖, 1↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	284327539	284983251	1.00
tpch_q02/duckdb:vortex-compact	917427378	993747623	0.92
tpch_q03/duckdb:vortex-compact	682803699	667334556	1.02
tpch_q04/duckdb:vortex-compact	374465115	326804227	1.15
tpch_q05/duckdb:vortex-compact	856705747	830092527	1.03
tpch_q06/duckdb:vortex-compact	295805730	406495204	0.73
tpch_q07/duckdb:vortex-compact	727453659	858068447	0.85
tpch_q08/duckdb:vortex-compact	1024594672	987816986	1.04
tpch_q09/duckdb:vortex-compact	892099479	935177240	0.95
tpch_q10/duckdb:vortex-compact	852684788	733793840	1.16
tpch_q11/duckdb:vortex-compact	568772632	467967141	1.22
tpch_q12/duckdb:vortex-compact 🚨	633405214	473215451	1.34
tpch_q13/duckdb:vortex-compact	430627197	466474232	0.92
tpch_q14/duckdb:vortex-compact	397062487	473023795	0.84
tpch_q15/duckdb:vortex-compact	357562889	303222301	1.18
tpch_q16/duckdb:vortex-compact	338811468	404605336	0.84
tpch_q17/duckdb:vortex-compact 🚀	444895734	685929016	0.65
tpch_q18/duckdb:vortex-compact	457973402	526897400	0.87
tpch_q19/duckdb:vortex-compact	453531357	521757054	0.87
tpch_q20/duckdb:vortex-compact	743354806	764164754	0.97
tpch_q21/duckdb:vortex-compact	1021553667	1113970786	0.92
tpch_q22/duckdb:vortex-compact	280023137	358664034	0.78

duckdb / parquet (0.961x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	490814981	488096762	1.01
tpch_q02/duckdb:parquet	1342834438	1354321382	0.99
tpch_q03/duckdb:parquet	1086814593	1111246397	0.98
tpch_q04/duckdb:parquet	685134828	656478092	1.04
tpch_q05/duckdb:parquet	1459829699	1743163315	0.84
tpch_q06/duckdb:parquet	506230126	470446314	1.08
tpch_q07/duckdb:parquet	1338059959	1369622089	0.98
tpch_q08/duckdb:parquet	1628024164	1797564936	0.91
tpch_q09/duckdb:parquet	1463628656	1700500715	0.86
tpch_q10/duckdb:parquet	1329051539	1271392860	1.05
tpch_q11/duckdb:parquet	955285715	1007057199	0.95
tpch_q12/duckdb:parquet	616260516	683028324	0.90
tpch_q13/duckdb:parquet	880106517	944695704	0.93
tpch_q14/duckdb:parquet	750775834	662270176	1.13
tpch_q15/duckdb:parquet	578660923	554082668	1.04
tpch_q16/duckdb:parquet	546381899	629791650	0.87
tpch_q17/duckdb:parquet	748087922	864158346	0.87
tpch_q18/duckdb:parquet	900838905	901405202	1.00
tpch_q19/duckdb:parquet	820311343	936069605	0.88
tpch_q20/duckdb:parquet	1155603193	1209354739	0.96
tpch_q21/duckdb:parquet	1234803441	1215118314	1.02
tpch_q22/duckdb:parquet	506102176	529385562	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+11.2%	+0.1%	+11.1%	+174.8%	➖ noise
1	datafusion:vortex-file-compressed	+3.6%	+0.1%	+3.5%	+159.7%	➖ noise
1	duckdb:vortex-compact	-0.2%	+0.1%	-0.3%	+53.9%	➖ noise
1	duckdb:vortex-file-compressed	-2.1%	+0.1%	-2.1%	+45.9%	➖ noise
2	datafusion:vortex-compact	-10.9%	-0.2%	-10.7%	+68.2%	➖ noise
2	datafusion:vortex-file-compressed	-3.4%	-0.2%	-3.2%	+45.8%	➖ noise
2	duckdb:vortex-compact	-7.7%	-0.2%	-7.5%	+32.9%	➖ noise
2	duckdb:vortex-file-compressed	-2.0%	-0.2%	-1.9%	+30.2%	➖ noise
3	datafusion:vortex-compact	-2.1%	-22.1%	+25.7%	+104.0%	➖ noise
3	datafusion:vortex-file-compressed	+10.1%	-22.1%	+41.5%	+108.0%	➖ noise
3	duckdb:vortex-compact	+2.3%	-22.1%	+31.4%	+55.6%	➖ noise
3	duckdb:vortex-file-compressed	+8.8%	-22.1%	+39.8%	+38.0%	🚨 regression
4	datafusion:vortex-compact	-8.3%	+15.3%	-20.5%	+62.8%	➖ noise
4	datafusion:vortex-file-compressed	-2.6%	+15.3%	-15.5%	+61.7%	➖ noise
4	duckdb:vortex-compact	+14.6%	+15.3%	-0.6%	+56.9%	➖ noise
4	duckdb:vortex-file-compressed	+19.8%	+15.3%	+3.9%	+57.2%	➖ noise
5	datafusion:vortex-compact	-36.1%	-6.0%	-32.1%	+36.4%	✅ faster
5	datafusion:vortex-file-compressed	-8.1%	-6.0%	-2.2%	+30.6%	➖ noise
5	duckdb:vortex-compact	+3.2%	-6.0%	+9.8%	+30.2%	➖ noise
5	duckdb:vortex-file-compressed	-5.0%	-6.0%	+1.1%	+30.2%	➖ noise
6	datafusion:vortex-compact	-9.1%	+6.5%	-14.6%	+30.2%	➖ noise
6	datafusion:vortex-file-compressed	+6.6%	+6.5%	+0.1%	+30.2%	➖ noise
6	duckdb:vortex-compact	-27.2%	+6.5%	-31.7%	+30.2%	✅ faster
6	duckdb:vortex-file-compressed	-49.9%	+6.5%	-53.0%	+50.0%	✅ faster
7	datafusion:vortex-compact	+11.7%	+6.8%	+4.5%	+30.2%	➖ noise
7	datafusion:vortex-file-compressed	-4.2%	+6.8%	-10.4%	+36.2%	➖ noise
7	duckdb:vortex-compact	-15.2%	+6.8%	-20.6%	+30.2%	➖ noise
7	duckdb:vortex-file-compressed	+12.7%	+6.8%	+5.5%	+30.2%	➖ noise
8	datafusion:vortex-compact	-0.2%	-6.2%	+6.4%	+30.2%	➖ noise
8	datafusion:vortex-file-compressed	+26.6%	-6.2%	+35.0%	+30.5%	🚨 regression
8	duckdb:vortex-compact	+3.7%	-6.2%	+10.6%	+30.2%	➖ noise
8	duckdb:vortex-file-compressed	+2.2%	-6.2%	+8.9%	+30.2%	➖ noise
9	datafusion:vortex-compact	+10.4%	+7.1%	+3.1%	+30.2%	➖ noise
9	datafusion:vortex-file-compressed	+45.8%	+7.1%	+36.1%	+58.0%	➖ noise
9	duckdb:vortex-compact	-4.6%	+7.1%	-10.9%	+30.2%	➖ noise
9	duckdb:vortex-file-compressed	+14.9%	+7.1%	+7.3%	+30.2%	➖ noise
10	datafusion:vortex-compact	-8.2%	-2.6%	-5.8%	+59.5%	➖ noise
10	datafusion:vortex-file-compressed	-8.4%	-2.6%	-6.0%	+43.3%	➖ noise
10	duckdb:vortex-compact	+16.2%	-2.6%	+19.3%	+32.4%	➖ noise
10	duckdb:vortex-file-compressed	+21.1%	-2.6%	+24.3%	+30.2%	➖ noise
11	datafusion:vortex-compact	-6.7%	+7.0%	-12.8%	+30.2%	➖ noise
11	datafusion:vortex-file-compressed	-3.1%	+7.0%	-9.4%	+37.8%	➖ noise
11	duckdb:vortex-compact	+21.5%	+7.0%	+13.6%	+30.2%	➖ noise
11	duckdb:vortex-file-compressed	+28.1%	+7.0%	+19.7%	+30.2%	➖ noise
12	datafusion:vortex-compact	+2.6%	+4.3%	-1.7%	+30.5%	➖ noise
12	datafusion:vortex-file-compressed	-0.5%	+4.3%	-4.6%	+46.3%	➖ noise
12	duckdb:vortex-compact	+33.9%	+4.3%	+28.3%	+30.2%	➖ noise
12	duckdb:vortex-file-compressed	+52.7%	+4.3%	+46.4%	+30.7%	🚨 regression
13	datafusion:vortex-compact	-4.1%	-4.1%	+0.0%	+76.3%	➖ noise
13	datafusion:vortex-file-compressed	+6.7%	-4.1%	+11.2%	+71.0%	➖ noise
13	duckdb:vortex-compact	-7.7%	-4.1%	-3.7%	+30.2%	➖ noise
13	duckdb:vortex-file-compressed	-4.7%	-4.1%	-0.7%	+50.0%	➖ noise
14	datafusion:vortex-compact	-13.8%	+21.4%	-29.0%	+30.2%	✅ faster
14	datafusion:vortex-file-compressed	+8.0%	+21.4%	-11.1%	+30.2%	➖ noise
14	duckdb:vortex-compact	-16.1%	+21.4%	-30.9%	+30.2%	✅ faster
14	duckdb:vortex-file-compressed	-17.3%	+21.4%	-31.9%	+30.2%	✅ faster
15	datafusion:vortex-compact	-15.9%	+23.5%	-31.9%	+30.2%	✅ faster
15	datafusion:vortex-file-compressed	+6.0%	+23.5%	-14.2%	+30.2%	➖ noise
15	duckdb:vortex-compact	+17.9%	+23.5%	-4.5%	+30.2%	➖ noise
15	duckdb:vortex-file-compressed	-16.2%	+23.5%	-32.1%	+30.2%	✅ faster
16	datafusion:vortex-compact	-17.0%	-0.2%	-16.9%	+30.2%	➖ noise
16	datafusion:vortex-file-compressed	+4.0%	-0.2%	+4.2%	+91.6%	➖ noise
16	duckdb:vortex-compact	-16.3%	-0.2%	-16.1%	+30.2%	➖ noise
16	duckdb:vortex-file-compressed	-6.4%	-0.2%	-6.2%	+30.2%	➖ noise
17	datafusion:vortex-compact	-3.0%	+5.3%	-7.9%	+45.4%	➖ noise
17	datafusion:vortex-file-compressed	+30.1%	+5.3%	+23.5%	+43.5%	➖ noise
17	duckdb:vortex-compact	-35.1%	+5.3%	-38.4%	+30.2%	✅ faster
17	duckdb:vortex-file-compressed	-5.7%	+5.3%	-10.5%	+39.2%	➖ noise
18	datafusion:vortex-compact	+13.6%	+2.6%	+10.8%	+30.2%	➖ noise
18	datafusion:vortex-file-compressed	-20.2%	+2.6%	-22.2%	+32.5%	➖ noise
18	duckdb:vortex-compact	-13.1%	+2.6%	-15.3%	+30.2%	➖ noise
18	duckdb:vortex-file-compressed	+29.9%	+2.6%	+26.6%	+30.2%	➖ noise
19	datafusion:vortex-compact	+9.0%	+5.6%	+3.2%	+30.2%	➖ noise
19	datafusion:vortex-file-compressed	-6.7%	+5.6%	-11.7%	+36.0%	➖ noise
19	duckdb:vortex-compact	-13.1%	+5.6%	-17.7%	+30.2%	➖ noise
19	duckdb:vortex-file-compressed	-8.6%	+5.6%	-13.4%	+30.2%	➖ noise
20	datafusion:vortex-compact	+8.9%	+1.2%	+7.6%	+30.2%	➖ noise
20	datafusion:vortex-file-compressed	-13.3%	+1.2%	-14.3%	+31.5%	➖ noise
20	duckdb:vortex-compact	-2.7%	+1.2%	-3.9%	+30.2%	➖ noise
20	duckdb:vortex-file-compressed	-18.7%	+1.2%	-19.7%	+30.2%	➖ noise
21	datafusion:vortex-compact	+22.6%	+1.2%	+21.1%	+30.2%	➖ noise
21	datafusion:vortex-file-compressed	+20.1%	+1.2%	+18.6%	+30.2%	➖ noise
21	duckdb:vortex-compact	-8.3%	+1.2%	-9.4%	+30.2%	➖ noise
21	duckdb:vortex-file-compressed	+6.5%	+1.2%	+5.1%	+30.2%	➖ noise
22	datafusion:vortex-compact	+0.6%	-14.8%	+18.1%	+30.2%	➖ noise
22	datafusion:vortex-file-compressed	-8.3%	-14.8%	+7.6%	+30.2%	➖ noise
22	duckdb:vortex-compact	-21.9%	-14.8%	-8.3%	+30.2%	➖ noise
22	duckdb:vortex-file-compressed	-21.8%	-14.8%	-8.2%	+30.2%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.1%
Vortex (geomean): 1.014x ➖
Parquet (geomean): 1.003x ➖
Shifts: Parquet (control) +0.3% · Median polish -1.7%

---

datafusion / vortex-file-compressed (1.209x ➖, 0↑ 2↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	40557065	34230005	1.18
fineweb_q01/datafusion:vortex-file-compressed 🚨	970521196	581123222	1.67
fineweb_q02/datafusion:vortex-file-compressed	953479165	774549617	1.23
fineweb_q03/datafusion:vortex-file-compressed	1385552103	1371958969	1.01
fineweb_q04/datafusion:vortex-file-compressed	1512448784	1393147252	1.09
fineweb_q05/datafusion:vortex-file-compressed	1420446645	1439280820	0.99
fineweb_q06/datafusion:vortex-file-compressed	1653846230	1702687792	0.97
fineweb_q07/datafusion:vortex-file-compressed	1578337038	1445594848	1.09
fineweb_q08/datafusion:vortex-file-compressed 🚨	1175120069	597335748	1.97

datafusion / vortex-compact (1.005x ➖, 1↑ 2↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	32921702	60365182	0.55
fineweb_q01/datafusion:vortex-compact 🚨	701753135	529537439	1.33
fineweb_q02/datafusion:vortex-compact 🚨	834899550	602006372	1.39
fineweb_q03/datafusion:vortex-compact	1841335309	1871221173	0.98
fineweb_q04/datafusion:vortex-compact	2249892749	2270529252	0.99
fineweb_q05/datafusion:vortex-compact	1730595549	1727938001	1.00
fineweb_q06/datafusion:vortex-compact	1446895815	1446469275	1.00
fineweb_q07/datafusion:vortex-compact	1365910304	1291829946	1.06
fineweb_q08/datafusion:vortex-compact	399168388	394490443	1.01

datafusion / parquet (1.024x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1082603507	1069341571	1.01
fineweb_q01/datafusion:parquet	1818779995	1781059322	1.02
fineweb_q02/datafusion:parquet	1912029653	1839001939	1.04
fineweb_q03/datafusion:parquet	1811968424	2014273838	0.90
fineweb_q04/datafusion:parquet	1805425423	1910080421	0.95
fineweb_q05/datafusion:parquet	1884245941	1773081477	1.06
fineweb_q06/datafusion:parquet	1937067934	1796361131	1.08
fineweb_q07/datafusion:parquet	1922289922	1846915816	1.04
fineweb_q08/datafusion:parquet	1957331385	1727314546	1.13

duckdb / vortex-file-compressed (0.889x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	78133939	91165549	0.86
fineweb_q01/duckdb:vortex-file-compressed	598933407	675983528	0.89
fineweb_q02/duckdb:vortex-file-compressed	490857957	484722909	1.01
fineweb_q03/duckdb:vortex-file-compressed	1483719073	1581792702	0.94
fineweb_q04/duckdb:vortex-file-compressed	1484764563	1690844071	0.88
fineweb_q05/duckdb:vortex-file-compressed	1465006465	1601862137	0.91
fineweb_q06/duckdb:vortex-file-compressed	1614399435	1812334916	0.89
fineweb_q07/duckdb:vortex-file-compressed	1492697763	2091652124	0.71
fineweb_q08/duckdb:vortex-file-compressed	735374736	784158640	0.94

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

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	91547503	94404683	0.97
fineweb_q01/duckdb:vortex-compact	546512593	548553996	1.00
fineweb_q02/duckdb:vortex-compact	600988367	568436446	1.06
fineweb_q03/duckdb:vortex-compact	1569546418	1758467461	0.89
fineweb_q04/duckdb:vortex-compact	1669225650	1802117411	0.93
fineweb_q05/duckdb:vortex-compact	1472877396	1611592958	0.91
fineweb_q06/duckdb:vortex-compact	1389438359	1493772882	0.93
fineweb_q07/duckdb:vortex-compact	1321775435	1453623547	0.91
fineweb_q08/duckdb:vortex-compact	574370139	458671430	1.25

duckdb / parquet (0.983x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1117606693	1116624675	1.00
fineweb_q01/duckdb:parquet	1649623458	1781202420	0.93
fineweb_q02/duckdb:parquet	1633493747	1693915314	0.96
fineweb_q03/duckdb:parquet	4262064937	4313517490	0.99
fineweb_q04/duckdb:parquet	2011969269	1871274606	1.08
fineweb_q05/duckdb:parquet	2669247375	2806556878	0.95
fineweb_q06/duckdb:parquet	3492248170	3463321145	1.01
fineweb_q07/duckdb:parquet	4009287243	4099372209	0.98
fineweb_q08/duckdb:parquet	1066730622	1113258422	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-45.5%	+0.7%	-45.8%	+160.1%	➖ noise
0	datafusion:vortex-file-compressed	+18.5%	+0.7%	+17.7%	+148.5%	➖ noise
0	duckdb:vortex-compact	-3.0%	+0.7%	-3.7%	+47.2%	➖ noise
0	duckdb:vortex-file-compressed	-14.3%	+0.7%	-14.9%	+49.5%	➖ noise
1	datafusion:vortex-compact	+32.5%	-2.8%	+36.3%	+68.1%	➖ noise
1	datafusion:vortex-file-compressed	+67.0%	-2.8%	+71.7%	+74.8%	➖ noise
1	duckdb:vortex-compact	-0.4%	-2.8%	+2.4%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-11.4%	-2.8%	-8.9%	+30.0%	➖ noise
2	datafusion:vortex-compact	+38.7%	+0.1%	+38.5%	+30.0%	🚨 regression
2	datafusion:vortex-file-compressed	+23.1%	+0.1%	+22.9%	+41.5%	➖ noise
2	duckdb:vortex-compact	+5.7%	+0.1%	+5.6%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+1.3%	+0.1%	+1.1%	+30.0%	➖ noise
3	datafusion:vortex-compact	-1.6%	-5.7%	+4.4%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+1.0%	-5.7%	+7.1%	+30.0%	➖ noise
3	duckdb:vortex-compact	-10.7%	-5.7%	-5.3%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-6.2%	-5.7%	-0.5%	+30.0%	➖ noise
4	datafusion:vortex-compact	-0.9%	+0.8%	-1.7%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+8.6%	+0.8%	+7.7%	+30.0%	➖ noise
4	duckdb:vortex-compact	-7.4%	+0.8%	-8.1%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-12.2%	+0.8%	-12.9%	+30.0%	➖ noise
5	datafusion:vortex-compact	+0.2%	+0.5%	-0.4%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.3%	+0.5%	-1.8%	+30.0%	➖ noise
5	duckdb:vortex-compact	-8.6%	+0.5%	-9.1%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-8.5%	+0.5%	-9.0%	+30.0%	➖ noise
6	datafusion:vortex-compact	+0.0%	+4.3%	-4.1%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.9%	+4.3%	-6.9%	+30.0%	➖ noise
6	duckdb:vortex-compact	-7.0%	+4.3%	-10.8%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-10.9%	+4.3%	-14.6%	+30.0%	➖ noise
7	datafusion:vortex-compact	+5.7%	+0.9%	+4.8%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+9.2%	+0.9%	+8.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	-9.1%	+0.9%	-9.9%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-28.6%	+0.9%	-29.3%	+30.0%	✅ faster
8	datafusion:vortex-compact	+1.2%	+4.2%	-2.9%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+96.7%	+4.2%	+88.8%	+36.9%	🚨 regression
8	duckdb:vortex-compact	+25.2%	+4.2%	+20.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-6.2%	+4.2%	-10.0%	+30.0%	➖ noise

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 0.871x ✅
Parquet (geomean): 0.999x ➖

---

unknown / unknown (0.952x ➖, 10↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2145184	2322892	0.92
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1308378	1296415	1.01
random-access/feature-vectors/correlated/parquet-tokio-local-disk	11601172091	11880657208	0.98
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11162395388	11228165446	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8087899	8741445	0.93
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	6144214	6624282	0.93
random-access/feature-vectors/uniform/lance-tokio-local-disk	1486898	1506918	0.99
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2388536	2416586	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk	11252119757	11213835266	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	11272246218	11289921854	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk 🚀	12602368	14147186	0.89
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer 🚀	12514794	14331999	0.87
random-access/lance-tokio-local-disk	762256	751968	1.01
random-access/lance-tokio-local-disk-footer	1376890	1368155	1.01
random-access/nested-lists/correlated/lance-tokio-local-disk	274775	276772	0.99
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	720085	724103	0.99
random-access/nested-lists/correlated/parquet-tokio-local-disk	139153106	136852859	1.02
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	138573090	137597144	1.01
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚀	698391	831904	0.84
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	773834	785610	0.99
random-access/nested-lists/uniform/lance-tokio-local-disk	1167293	1207003	0.97
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1656060	1706131	0.97
random-access/nested-lists/uniform/parquet-tokio-local-disk	140626859	138640733	1.01
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	141388233	139084145	1.02
random-access/nested-lists/uniform/vortex-tokio-local-disk 🚀	2331531	2640791	0.88
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2462499	2686512	0.92
random-access/nested-structs/correlated/lance-tokio-local-disk	435596	442843	0.98
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	649649	655398	0.99
random-access/nested-structs/correlated/parquet-tokio-local-disk	26150364	26555074	0.98
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	26449080	26517440	1.00
random-access/nested-structs/correlated/vortex-tokio-local-disk	904008	857812	1.05
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	897458	894574	1.00
random-access/nested-structs/uniform/lance-tokio-local-disk	2841234	2958006	0.96
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3074869	3198310	0.96
random-access/nested-structs/uniform/parquet-tokio-local-disk	26095447	26502647	0.98
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	26008867	26463494	0.98
random-access/nested-structs/uniform/vortex-tokio-local-disk	1819281	1754227	1.04
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1807339	1826553	0.99
random-access/parquet-tokio-local-disk	184352025	184543966	1.00
random-access/parquet-tokio-local-disk-footer	184920195	183720111	1.01
random-access/taxi/correlated/lance-tokio-local-disk	996874	977052	1.02
random-access/taxi/correlated/lance-tokio-local-disk-footer	1692498	1668065	1.01
random-access/taxi/correlated/parquet-tokio-local-disk	271885614	276480737	0.98
random-access/taxi/correlated/parquet-tokio-local-disk-footer	278585081	274813397	1.01
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1704977	2486265	0.69
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1703198	2202108	0.77
random-access/taxi/uniform/lance-tokio-local-disk	8984850	8661003	1.04
random-access/taxi/uniform/lance-tokio-local-disk-footer	9593047	9406985	1.02
random-access/taxi/uniform/parquet-tokio-local-disk	289275044	288320157	1.00
random-access/taxi/uniform/parquet-tokio-local-disk-footer	291667518	289236414	1.01
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4325818	5486986	0.79
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4385452	5407099	0.81
random-access/vortex-tokio-local-disk 🚀	1227500	1785515	0.69
random-access/vortex-tokio-local-disk-footer 🚀	1249504	1681984	0.74

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.6%
Vortex (geomean): 0.967x ➖
Parquet (geomean): 0.983x ➖
Shifts: Parquet (control) -1.7% · Median polish -1.5%

---

duckdb / vortex-file-compressed (0.947x ➖, 1↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	10742377	11502709	0.93
statpopgen_q01/duckdb:vortex-file-compressed 🚀	19403346	26615449	0.73
statpopgen_q02/duckdb:vortex-file-compressed	1285076832	1299034704	0.99
statpopgen_q03/duckdb:vortex-file-compressed	3057731150	3133240670	0.98
statpopgen_q04/duckdb:vortex-file-compressed	3005403825	3127548229	0.96
statpopgen_q05/duckdb:vortex-file-compressed	1361581900	1421906632	0.96
statpopgen_q06/duckdb:vortex-file-compressed	2056199013	2071570221	0.99
statpopgen_q07/duckdb:vortex-file-compressed	214960568	220774682	0.97
statpopgen_q08/duckdb:vortex-file-compressed	228919006	236669036	0.97
statpopgen_q09/duckdb:vortex-file-compressed	2834956291	2901545001	0.98
statpopgen_q10/duckdb:vortex-file-compressed	4661766390	4676993090	1.00

duckdb / vortex-compact (0.987x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10865998	11153371	0.97
statpopgen_q01/duckdb:vortex-compact	166269041	167442767	0.99
statpopgen_q02/duckdb:vortex-compact	1806618101	1823600392	0.99
statpopgen_q03/duckdb:vortex-compact	3505613178	3515723804	1.00
statpopgen_q04/duckdb:vortex-compact	3574300583	3570065655	1.00
statpopgen_q05/duckdb:vortex-compact	1825251577	1905511639	0.96
statpopgen_q06/duckdb:vortex-compact	2664412382	2699320941	0.99
statpopgen_q07/duckdb:vortex-compact	955017261	963729760	0.99
statpopgen_q08/duckdb:vortex-compact	993181369	1002974349	0.99
statpopgen_q09/duckdb:vortex-compact	3334579350	3356025591	0.99
statpopgen_q10/duckdb:vortex-compact	5366498386	5435986023	0.99

duckdb / parquet (0.983x ➖, 0↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	308788638	320729617	0.96
statpopgen_q01/duckdb:parquet	394557709	406589143	0.97
statpopgen_q02/duckdb:parquet	982719774	990870219	0.99
statpopgen_q03/duckdb:parquet	1494190354	1530876831	0.98
statpopgen_q04/duckdb:parquet	1496209493	1515901635	0.99
statpopgen_q05/duckdb:parquet	991864419	1020027564	0.97
statpopgen_q06/duckdb:parquet	1485230364	1490927380	1.00
statpopgen_q07/duckdb:parquet	1868068971	1895214245	0.99
statpopgen_q08/duckdb:parquet	1873638461	1896006470	0.99
statpopgen_q09/duckdb:parquet	1375064710	1396819898	0.98
statpopgen_q10/duckdb:parquet	2649421506	2659779436	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-2.6%	-3.7%	+1.2%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-6.6%	-3.7%	-3.0%	+10.0%	➖ noise
1	duckdb:vortex-compact	-0.7%	-3.0%	+2.3%	+25.8%	➖ noise
1	duckdb:vortex-file-compressed	-27.1%	-3.0%	-24.9%	+207.9%	➖ noise
2	duckdb:vortex-compact	-0.9%	-0.8%	-0.1%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.1%	-0.8%	-0.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.3%	-2.4%	+2.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.4%	-2.4%	-0.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.1%	-1.3%	+1.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-3.9%	-1.3%	-2.6%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.2%	-2.8%	-1.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-4.2%	-2.8%	-1.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.3%	-0.4%	-0.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.7%	-0.4%	-0.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.9%	-1.4%	+0.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-2.6%	-1.4%	-1.2%	+10.0%	➖ noise
8	duckdb:vortex-compact	-1.0%	-1.2%	+0.2%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-3.3%	-1.2%	-2.1%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.6%	-1.6%	+0.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.3%	-1.6%	-0.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.3%	-0.4%	-0.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.3%	-0.4%	+0.1%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

No file size changes detected.

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.5%
Vortex (geomean): 0.972x ➖
Parquet (geomean): 0.982x ➖
Shifts: Parquet (control) -1.8% · Median polish -2.3%

---

datafusion / vortex-file-compressed (0.984x ➖, 8↑ 3↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚨	2905067	1976268	1.47
clickbench_q01/datafusion:vortex-file-compressed	15752083	14484399	1.09
clickbench_q02/datafusion:vortex-file-compressed	37258849	34074595	1.09
clickbench_q03/datafusion:vortex-file-compressed 🚨	43461128	38431558	1.13
clickbench_q04/datafusion:vortex-file-compressed	336972809	311199541	1.08
clickbench_q05/datafusion:vortex-file-compressed	331095909	331908708	1.00
clickbench_q06/datafusion:vortex-file-compressed	1916594	2025411	0.95
clickbench_q07/datafusion:vortex-file-compressed	17802112	18264333	0.97
clickbench_q08/datafusion:vortex-file-compressed	385755093	382199300	1.01
clickbench_q09/datafusion:vortex-file-compressed	574506062	577694886	0.99
clickbench_q10/datafusion:vortex-file-compressed	75246351	74678410	1.01
clickbench_q11/datafusion:vortex-file-compressed	84869674	88067077	0.96
clickbench_q12/datafusion:vortex-file-compressed	280835326	282978267	0.99
clickbench_q13/datafusion:vortex-file-compressed	423836567	427897995	0.99
clickbench_q14/datafusion:vortex-file-compressed	265114998	262595409	1.01
clickbench_q15/datafusion:vortex-file-compressed	371443560	370786841	1.00
clickbench_q16/datafusion:vortex-file-compressed	706822332	704630365	1.00
clickbench_q17/datafusion:vortex-file-compressed	719503539	714530032	1.01
clickbench_q18/datafusion:vortex-file-compressed	1435882372	1400967440	1.02
clickbench_q19/datafusion:vortex-file-compressed	25031121	24703254	1.01
clickbench_q20/datafusion:vortex-file-compressed	361466820	354077632	1.02
clickbench_q21/datafusion:vortex-file-compressed	418612676	419059501	1.00
clickbench_q22/datafusion:vortex-file-compressed	512194585	506246923	1.01
clickbench_q23/datafusion:vortex-file-compressed 🚨	968584349	819455155	1.18
clickbench_q24/datafusion:vortex-file-compressed	51178169	51502887	0.99
clickbench_q25/datafusion:vortex-file-compressed	71063530	76011947	0.93
clickbench_q26/datafusion:vortex-file-compressed	46068091	46100625	1.00
clickbench_q27/datafusion:vortex-file-compressed	817294607	792508249	1.03
clickbench_q28/datafusion:vortex-file-compressed	6930148172	6694063884	1.04
clickbench_q29/datafusion:vortex-file-compressed	246226119	236837308	1.04
clickbench_q30/datafusion:vortex-file-compressed 🚀	235114014	283828562	0.83
clickbench_q31/datafusion:vortex-file-compressed 🚀	282717964	327919347	0.86
clickbench_q32/datafusion:vortex-file-compressed	1390317759	1447141509	0.96
clickbench_q33/datafusion:vortex-file-compressed 🚀	1447498687	1694413994	0.85
clickbench_q34/datafusion:vortex-file-compressed 🚀	1420652129	1717183374	0.83
clickbench_q35/datafusion:vortex-file-compressed 🚀	523194949	606913718	0.86
clickbench_q36/datafusion:vortex-file-compressed 🚀	83499378	95104554	0.88
clickbench_q37/datafusion:vortex-file-compressed	40169009	43469729	0.92
clickbench_q38/datafusion:vortex-file-compressed 🚀	22408896	26727072	0.84
clickbench_q39/datafusion:vortex-file-compressed	152369519	168054401	0.91
clickbench_q40/datafusion:vortex-file-compressed	18758293	20819214	0.90
clickbench_q41/datafusion:vortex-file-compressed	18764547	19252742	0.97
clickbench_q42/datafusion:vortex-file-compressed 🚀	19242267	21772415	0.88

datafusion / parquet (0.963x ➖, 15↑ 7↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚀	1845350	2386781	0.77
clickbench_q01/datafusion:parquet 🚀	20801356	23146961	0.90
clickbench_q02/datafusion:parquet	57749143	62337628	0.93
clickbench_q03/datafusion:parquet	44618678	46898219	0.95
clickbench_q04/datafusion:parquet 🚀	362660437	436313824	0.83
clickbench_q05/datafusion:parquet 🚀	406883319	461904991	0.88
clickbench_q06/datafusion:parquet 🚀	1823775	2351269	0.78
clickbench_q07/datafusion:parquet	27889407	28731453	0.97
clickbench_q08/datafusion:parquet 🚀	445794752	517157747	0.86
clickbench_q09/datafusion:parquet 🚀	681514446	794410719	0.86
clickbench_q10/datafusion:parquet 🚀	114754582	135325065	0.85
clickbench_q11/datafusion:parquet 🚀	142670941	162891504	0.88
clickbench_q12/datafusion:parquet 🚀	382487474	453422761	0.84
clickbench_q13/datafusion:parquet 🚀	529384085	637973948	0.83
clickbench_q14/datafusion:parquet 🚀	380465454	437857044	0.87
clickbench_q15/datafusion:parquet 🚀	409459160	480488936	0.85
clickbench_q16/datafusion:parquet 🚀	737723269	862408205	0.86
clickbench_q17/datafusion:parquet 🚀	726386680	845453076	0.86
clickbench_q18/datafusion:parquet	1555763056	1685211883	0.92
clickbench_q19/datafusion:parquet	36857456	38068672	0.97
clickbench_q20/datafusion:parquet	627838015	683268639	0.92
clickbench_q21/datafusion:parquet	690997178	756214979	0.91
clickbench_q22/datafusion:parquet	999091681	1097738563	0.91
clickbench_q23/datafusion:parquet	4211802475	4173229723	1.01
clickbench_q24/datafusion:parquet	91167901	91672747	0.99
clickbench_q25/datafusion:parquet	153764131	146997434	1.05
clickbench_q26/datafusion:parquet 🚨	98427545	89216073	1.10
clickbench_q27/datafusion:parquet 🚨	1206861065	1087009108	1.11
clickbench_q28/datafusion:parquet	6690611676	6731304862	0.99
clickbench_q29/datafusion:parquet	233715648	244017725	0.96
clickbench_q30/datafusion:parquet	366032885	362236207	1.01
clickbench_q31/datafusion:parquet	386766270	383397556	1.01
clickbench_q32/datafusion:parquet	1223083218	1164798890	1.05
clickbench_q33/datafusion:parquet	1643807052	1503953080	1.09
clickbench_q34/datafusion:parquet 🚨	1856202341	1531600139	1.21
clickbench_q35/datafusion:parquet 🚨	663448549	546133119	1.21
clickbench_q36/datafusion:parquet 🚨	173099877	151212271	1.14
clickbench_q37/datafusion:parquet 🚨	67605519	61048717	1.11
clickbench_q38/datafusion:parquet	100971498	92313724	1.09
clickbench_q39/datafusion:parquet 🚨	328252014	278399261	1.18
clickbench_q40/datafusion:parquet	36928653	34949390	1.06
clickbench_q41/datafusion:parquet	32791328	31943051	1.03
clickbench_q42/datafusion:parquet	35986327	33119710	1.09

duckdb / vortex-file-compressed (0.959x ➖, 13↑ 5↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6261697	6926288	0.90
clickbench_q01/duckdb:vortex-file-compressed 🚀	12879784	15156777	0.85
clickbench_q02/duckdb:vortex-file-compressed	25960250	27317380	0.95
clickbench_q03/duckdb:vortex-file-compressed	30100429	32926755	0.91
clickbench_q04/duckdb:vortex-file-compressed 🚀	171104362	192864595	0.89
clickbench_q05/duckdb:vortex-file-compressed 🚀	197068013	226857713	0.87
clickbench_q06/duckdb:vortex-file-compressed 🚀	18501923	20878583	0.89
clickbench_q07/duckdb:vortex-file-compressed	17059171	16488786	1.03
clickbench_q08/duckdb:vortex-file-compressed	264928842	291512775	0.91
clickbench_q09/duckdb:vortex-file-compressed	377097924	414972387	0.91
clickbench_q10/duckdb:vortex-file-compressed	74653038	81809688	0.91
clickbench_q11/duckdb:vortex-file-compressed	86469643	92894955	0.93
clickbench_q12/duckdb:vortex-file-compressed 🚀	215793991	247433343	0.87
clickbench_q13/duckdb:vortex-file-compressed 🚀	438786870	492824708	0.89
clickbench_q14/duckdb:vortex-file-compressed 🚀	246817624	275122200	0.90
clickbench_q15/duckdb:vortex-file-compressed	213720041	213697605	1.00
clickbench_q16/duckdb:vortex-file-compressed 🚨	741679618	612146760	1.21
clickbench_q17/duckdb:vortex-file-compressed 🚨	565510262	510692525	1.11
clickbench_q18/duckdb:vortex-file-compressed	1241095230	1177897464	1.05
clickbench_q19/duckdb:vortex-file-compressed	21468704	20432960	1.05
clickbench_q20/duckdb:vortex-file-compressed	361351317	393894557	0.92
clickbench_q21/duckdb:vortex-file-compressed	406132840	416489807	0.98
clickbench_q22/duckdb:vortex-file-compressed 🚀	608895369	682758635	0.89
clickbench_q23/duckdb:vortex-file-compressed 🚀	769735503	894137581	0.86
clickbench_q24/duckdb:vortex-file-compressed 🚨	51713644	42233777	1.22
clickbench_q25/duckdb:vortex-file-compressed	81499004	78386120	1.04
clickbench_q26/duckdb:vortex-file-compressed	43093296	41537232	1.04
clickbench_q27/duckdb:vortex-file-compressed 🚨	583972035	499358024	1.17
clickbench_q28/duckdb:vortex-file-compressed 🚨	3291619674	2991474856	1.10
clickbench_q29/duckdb:vortex-file-compressed	29133452	29690659	0.98
clickbench_q30/duckdb:vortex-file-compressed	180920499	183482951	0.99
clickbench_q31/duckdb:vortex-file-compressed	266257813	266563511	1.00
clickbench_q32/duckdb:vortex-file-compressed	1310446037	1337538563	0.98
clickbench_q33/duckdb:vortex-file-compressed	1481319332	1487517983	1.00
clickbench_q34/duckdb:vortex-file-compressed	1608416735	1697824631	0.95
clickbench_q35/duckdb:vortex-file-compressed	370425099	401104570	0.92
clickbench_q36/duckdb:vortex-file-compressed 🚀	32103025	36682947	0.88
clickbench_q37/duckdb:vortex-file-compressed	23640322	25265176	0.94
clickbench_q38/duckdb:vortex-file-compressed 🚀	25334967	28919016	0.88
clickbench_q39/duckdb:vortex-file-compressed	43982735	46704753	0.94
clickbench_q40/duckdb:vortex-file-compressed 🚀	23347131	26964652	0.87
clickbench_q41/duckdb:vortex-file-compressed 🚀	22276743	24929470	0.89
clickbench_q42/duckdb:vortex-file-compressed	24366954	24952535	0.98

duckdb / parquet (1.001x ➖, 2↑ 7↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚀	229455327	267203795	0.86
clickbench_q01/duckdb:parquet	50575724	53627362	0.94
clickbench_q02/duckdb:parquet	65862050	70549958	0.93
clickbench_q03/duckdb:parquet	65480108	69457011	0.94
clickbench_q04/duckdb:parquet	210071890	226206622	0.93
clickbench_q05/duckdb:parquet	309132140	311051835	0.99
clickbench_q06/duckdb:parquet	66412549	65476760	1.01
clickbench_q07/duckdb:parquet	57118766	57040858	1.00
clickbench_q08/duckdb:parquet	301142378	296074331	1.02
clickbench_q09/duckdb:parquet	444551983	405296719	1.10
clickbench_q10/duckdb:parquet 🚨	105711835	95686763	1.10
clickbench_q11/duckdb:parquet 🚨	121309434	106673869	1.14
clickbench_q12/duckdb:parquet 🚨	332115412	297156488	1.12
clickbench_q13/duckdb:parquet 🚨	589791605	511938896	1.15
clickbench_q14/duckdb:parquet 🚨	375320141	329680326	1.14
clickbench_q15/duckdb:parquet 🚨	274445365	242861585	1.13
clickbench_q16/duckdb:parquet	640990210	613198831	1.05
clickbench_q17/duckdb:parquet	509824638	513742117	0.99
clickbench_q18/duckdb:parquet	1076706695	1053191722	1.02
clickbench_q19/duckdb:parquet	50474243	48961825	1.03
clickbench_q20/duckdb:parquet	432859396	433266443	1.00
clickbench_q21/duckdb:parquet	560646609	558086812	1.00
clickbench_q22/duckdb:parquet	934661767	937372962	1.00
clickbench_q23/duckdb:parquet	314513210	320060589	0.98
clickbench_q24/duckdb:parquet	81580964	78248401	1.04
clickbench_q25/duckdb:parquet	142730983	140893608	1.01
clickbench_q26/duckdb:parquet	53736709	52763958	1.02
clickbench_q27/duckdb:parquet	646109307	642098178	1.01
clickbench_q28/duckdb:parquet	4859022177	4837170270	1.00
clickbench_q29/duckdb:parquet	62503240	61349121	1.02
clickbench_q30/duckdb:parquet	308928686	308631905	1.00
clickbench_q31/duckdb:parquet	351249610	352421383	1.00
clickbench_q32/duckdb:parquet 🚨	1334243207	1172248218	1.14
clickbench_q33/duckdb:parquet	1431052301	1455040989	0.98
clickbench_q34/duckdb:parquet 🚀	1322333779	1523408269	0.87
clickbench_q35/duckdb:parquet	356957968	384219883	0.93
clickbench_q36/duckdb:parquet	65486302	68697018	0.95
clickbench_q37/duckdb:parquet	53440001	58365392	0.92
clickbench_q38/duckdb:parquet	59706618	63044845	0.95
clickbench_q39/duckdb:parquet	97683073	106752934	0.92
clickbench_q40/duckdb:parquet	56414118	60048517	0.94
clickbench_q41/duckdb:parquet	60019507	64640928	0.93
clickbench_q42/duckdb:parquet	53148403	56805156	0.94

duckdb / duckdb (0.988x ➖, 6↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18700168	17403065	1.07
clickbench_q01/duckdb:duckdb	34578492	33970586	1.02
clickbench_q02/duckdb:duckdb	46731351	45404702	1.03
clickbench_q03/duckdb:duckdb	48903433	47451660	1.03
clickbench_q04/duckdb:duckdb	220455887	226211202	0.97
clickbench_q05/duckdb:duckdb	328581791	338409629	0.97
clickbench_q06/duckdb:duckdb	36180747	35052848	1.03
clickbench_q07/duckdb:duckdb	37065993	35830456	1.03
clickbench_q08/duckdb:duckdb	330198379	333917776	0.99
clickbench_q09/duckdb:duckdb 🚀	475578403	542795727	0.88
clickbench_q10/duckdb:duckdb	98889122	101416746	0.98
clickbench_q11/duckdb:duckdb	107652271	107500679	1.00
clickbench_q12/duckdb:duckdb	330482397	358177725	0.92
clickbench_q13/duckdb:duckdb 🚀	570624662	650280122	0.88
clickbench_q14/duckdb:duckdb 🚀	373480643	421564501	0.89
clickbench_q15/duckdb:duckdb	270778026	296042805	0.91
clickbench_q16/duckdb:duckdb	764659274	781137881	0.98
clickbench_q17/duckdb:duckdb	645112784	627923475	1.03
clickbench_q18/duckdb:duckdb	1451674923	1324770895	1.10
clickbench_q19/duckdb:duckdb	37354922	35175220	1.06
clickbench_q20/duckdb:duckdb 🚨	1205706300	1082123852	1.11
clickbench_q21/duckdb:duckdb	1190018661	1188093443	1.00
clickbench_q22/duckdb:duckdb	1207463256	1165941172	1.04
clickbench_q23/duckdb:duckdb	254865094	251345525	1.01
clickbench_q24/duckdb:duckdb	61704658	60782233	1.02
clickbench_q25/duckdb:duckdb	124693019	128248826	0.97
clickbench_q26/duckdb:duckdb	56954048	56790467	1.00
clickbench_q27/duckdb:duckdb 🚀	1037773461	1270720635	0.82
clickbench_q28/duckdb:duckdb	4616281375	4737999014	0.97
clickbench_q29/duckdb:duckdb	50434362	49307790	1.02
clickbench_q30/duckdb:duckdb	283488662	305420392	0.93
clickbench_q31/duckdb:duckdb 🚀	395387817	468333953	0.84
clickbench_q32/duckdb:duckdb 🚀	1525804986	1707222413	0.89
clickbench_q33/duckdb:duckdb	2164636752	2322001819	0.93
clickbench_q34/duckdb:duckdb	2352886103	2302917599	1.02
clickbench_q35/duckdb:duckdb	293314897	269516925	1.09
clickbench_q36/duckdb:duckdb	42805852	41254699	1.04
clickbench_q37/duckdb:duckdb	32805130	32233245	1.02
clickbench_q38/duckdb:duckdb	32302098	31110397	1.04
clickbench_q39/duckdb:duckdb	63643904	63288878	1.01
clickbench_q40/duckdb:duckdb	33366917	32602969	1.02
clickbench_q41/duckdb:duckdb	31056852	31391103	0.99
clickbench_q42/duckdb:duckdb	33082758	32333607	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+47.0%	-18.5%	+80.4%	+568.8%	➖ noise
0	duckdb:duckdb	+7.5%	-18.5%	+31.9%	+249.7%	➖ noise
0	duckdb:vortex-file-compressed	-9.6%	-18.5%	+11.0%	+290.9%	➖ noise
1	datafusion:vortex-file-compressed	+8.8%	-7.9%	+18.1%	+31.2%	➖ noise
1	duckdb:duckdb	+1.8%	-7.9%	+10.6%	+59.7%	➖ noise
1	duckdb:vortex-file-compressed	-15.0%	-7.9%	-7.7%	+22.2%	➖ noise
2	datafusion:vortex-file-compressed	+9.3%	-7.0%	+17.6%	+25.4%	➖ noise
2	duckdb:duckdb	+2.9%	-7.0%	+10.7%	+22.7%	➖ noise
2	duckdb:vortex-file-compressed	-5.0%	-7.0%	+2.2%	+19.2%	➖ noise
3	datafusion:vortex-file-compressed	+13.1%	-5.3%	+19.4%	+131.8%	➖ noise
3	duckdb:duckdb	+3.1%	-5.3%	+8.8%	+57.8%	➖ noise
3	duckdb:vortex-file-compressed	-8.6%	-5.3%	-3.5%	+34.2%	➖ noise
4	datafusion:vortex-file-compressed	+8.3%	-12.1%	+23.2%	+15.3%	🚨 regression
4	duckdb:duckdb	-2.5%	-12.1%	+10.9%	+15.3%	➖ noise
4	duckdb:vortex-file-compressed	-11.3%	-12.1%	+1.0%	+15.3%	➖ noise
5	datafusion:vortex-file-compressed	-0.2%	-6.4%	+6.6%	+15.3%	➖ noise
5	duckdb:duckdb	-2.9%	-6.4%	+3.8%	+15.3%	➖ noise
5	duckdb:vortex-file-compressed	-13.1%	-6.4%	-7.2%	+15.3%	➖ noise
6	datafusion:vortex-file-compressed	-5.4%	-11.3%	+6.7%	+41.4%	➖ noise
6	duckdb:duckdb	+3.2%	-11.3%	+16.4%	+27.0%	➖ noise
6	duckdb:vortex-file-compressed	-11.4%	-11.3%	-0.1%	+16.0%	➖ noise
7	datafusion:vortex-file-compressed	-2.5%	-1.4%	-1.1%	+15.3%	➖ noise
7	duckdb:duckdb	+3.4%	-1.4%	+4.9%	+15.3%	➖ noise
7	duckdb:vortex-file-compressed	+3.5%	-1.4%	+4.9%	+15.3%	➖ noise
8	datafusion:vortex-file-compressed	+0.9%	-6.4%	+7.8%	+15.3%	➖ noise
8	duckdb:duckdb	-1.1%	-6.4%	+5.6%	+15.3%	➖ noise
8	duckdb:vortex-file-compressed	-9.1%	-6.4%	-2.9%	+15.3%	➖ noise
9	datafusion:vortex-file-compressed	-0.6%	-3.0%	+2.5%	+15.3%	➖ noise
9	duckdb:duckdb	-12.4%	-3.0%	-9.7%	+15.3%	➖ noise
9	duckdb:vortex-file-compressed	-9.1%	-3.0%	-6.3%	+15.3%	➖ noise
10	datafusion:vortex-file-compressed	+0.8%	-3.2%	+4.1%	+15.3%	➖ noise
10	duckdb:duckdb	-2.5%	-3.2%	+0.7%	+15.3%	➖ noise
10	duckdb:vortex-file-compressed	-8.7%	-3.2%	-5.7%	+15.3%	➖ noise
11	datafusion:vortex-file-compressed	-3.6%	-0.2%	-3.4%	+15.3%	➖ noise
11	duckdb:duckdb	+0.1%	-0.2%	+0.3%	+15.3%	➖ noise
11	duckdb:vortex-file-compressed	-6.9%	-0.2%	-6.7%	+15.3%	➖ noise
12	datafusion:vortex-file-compressed	-0.8%	-2.9%	+2.2%	+15.3%	➖ noise
12	duckdb:duckdb	-7.7%	-2.9%	-5.0%	+15.3%	➖ noise
12	duckdb:vortex-file-compressed	-12.8%	-2.9%	-10.2%	+15.3%	➖ noise
13	datafusion:vortex-file-compressed	-0.9%	-2.2%	+1.3%	+15.3%	➖ noise
13	duckdb:duckdb	-12.2%	-2.2%	-10.3%	+15.3%	➖ noise
13	duckdb:vortex-file-compressed	-11.0%	-2.2%	-8.9%	+15.3%	➖ noise
14	datafusion:vortex-file-compressed	+1.0%	-0.5%	+1.5%	+15.3%	➖ noise
14	duckdb:duckdb	-11.4%	-0.5%	-10.9%	+15.3%	➖ noise
14	duckdb:vortex-file-compressed	-10.3%	-0.5%	-9.8%	+15.3%	➖ noise
15	datafusion:vortex-file-compressed	+0.2%	-1.9%	+2.1%	+15.3%	➖ noise
15	duckdb:duckdb	-8.5%	-1.9%	-6.8%	+15.3%	➖ noise
15	duckdb:vortex-file-compressed	+0.0%	-1.9%	+1.9%	+15.3%	➖ noise
16	datafusion:vortex-file-compressed	+0.3%	-5.4%	+6.1%	+15.3%	➖ noise
16	duckdb:duckdb	-2.1%	-5.4%	+3.5%	+15.3%	➖ noise
16	duckdb:vortex-file-compressed	+21.2%	-5.4%	+28.1%	+15.3%	🚨 regression
17	datafusion:vortex-file-compressed	+0.7%	-7.7%	+9.1%	+15.3%	➖ noise
17	duckdb:duckdb	+2.7%	-7.7%	+11.3%	+15.3%	➖ noise
17	duckdb:vortex-file-compressed	+10.7%	-7.7%	+19.9%	+15.3%	🚨 regression
18	datafusion:vortex-file-compressed	+2.5%	-2.9%	+5.5%	+15.3%	➖ noise
18	duckdb:duckdb	+9.6%	-2.9%	+12.8%	+15.3%	➖ noise
18	duckdb:vortex-file-compressed	+5.4%	-2.9%	+8.5%	+15.3%	➖ noise
19	datafusion:vortex-file-compressed	+1.3%	-0.1%	+1.4%	+16.7%	➖ noise
19	duckdb:duckdb	+6.2%	-0.1%	+6.3%	+15.3%	➖ noise
19	duckdb:vortex-file-compressed	+5.1%	-0.1%	+5.2%	+29.8%	➖ noise
20	datafusion:vortex-file-compressed	+2.1%	-4.2%	+6.5%	+174.4%	➖ noise
20	duckdb:duckdb	+11.4%	-4.2%	+16.3%	+22.4%	➖ noise
20	duckdb:vortex-file-compressed	-8.3%	-4.2%	-4.3%	+15.3%	➖ noise
21	datafusion:vortex-file-compressed	-0.1%	-4.2%	+4.3%	+15.3%	➖ noise
21	duckdb:duckdb	+0.2%	-4.2%	+4.5%	+15.3%	➖ noise
21	duckdb:vortex-file-compressed	-2.5%	-4.2%	+1.8%	+15.3%	➖ noise
22	datafusion:vortex-file-compressed	+1.2%	-4.7%	+6.2%	+15.3%	➖ noise
22	duckdb:duckdb	+3.6%	-4.7%	+8.7%	+15.3%	➖ noise
22	duckdb:vortex-file-compressed	-10.8%	-4.7%	-6.4%	+16.4%	➖ noise
23	datafusion:vortex-file-compressed	+18.2%	-0.4%	+18.7%	+36.4%	➖ noise
23	duckdb:duckdb	+1.4%	-0.4%	+1.8%	+15.3%	➖ noise
23	duckdb:vortex-file-compressed	-13.9%	-0.4%	-13.6%	+43.3%	➖ noise
24	datafusion:vortex-file-compressed	-0.6%	+1.8%	-2.4%	+23.1%	➖ noise
24	duckdb:duckdb	+1.5%	+1.8%	-0.3%	+15.3%	➖ noise
24	duckdb:vortex-file-compressed	+22.4%	+1.8%	+20.3%	+42.7%	➖ noise
25	datafusion:vortex-file-compressed	-6.5%	+2.9%	-9.2%	+15.3%	➖ noise
25	duckdb:duckdb	-2.8%	+2.9%	-5.5%	+15.3%	➖ noise
25	duckdb:vortex-file-compressed	+4.0%	+2.9%	+1.0%	+15.3%	➖ noise
26	datafusion:vortex-file-compressed	-0.1%	+6.0%	-5.7%	+18.5%	➖ noise
26	duckdb:duckdb	+0.3%	+6.0%	-5.4%	+15.3%	➖ noise
26	duckdb:vortex-file-compressed	+3.7%	+6.0%	-2.1%	+21.6%	➖ noise
27	datafusion:vortex-file-compressed	+3.1%	+5.7%	-2.4%	+15.3%	➖ noise
27	duckdb:duckdb	-18.3%	+5.7%	-22.7%	+15.3%	✅ faster
27	duckdb:vortex-file-compressed	+16.9%	+5.7%	+10.6%	+15.3%	➖ noise
28	datafusion:vortex-file-compressed	+3.5%	-0.1%	+3.6%	+15.3%	➖ noise
28	duckdb:duckdb	-2.6%	-0.1%	-2.5%	+15.3%	➖ noise
28	duckdb:vortex-file-compressed	+10.0%	-0.1%	+10.1%	+15.3%	➖ noise
29	datafusion:vortex-file-compressed	+4.0%	-1.2%	+5.2%	+15.3%	➖ noise
29	duckdb:duckdb	+2.3%	-1.2%	+3.5%	+15.3%	➖ noise
29	duckdb:vortex-file-compressed	-1.9%	-1.2%	-0.7%	+15.3%	➖ noise
30	datafusion:vortex-file-compressed	-17.2%	+0.6%	-17.6%	+15.3%	✅ faster
30	duckdb:duckdb	-7.2%	+0.6%	-7.7%	+15.3%	➖ noise
30	duckdb:vortex-file-compressed	-1.4%	+0.6%	-2.0%	+15.3%	➖ noise
31	datafusion:vortex-file-compressed	-13.8%	+0.3%	-14.0%	+15.3%	✅ faster
31	duckdb:duckdb	-15.6%	+0.3%	-15.8%	+15.3%	✅ faster
31	duckdb:vortex-file-compressed	-0.1%	+0.3%	-0.4%	+15.3%	➖ noise
32	datafusion:vortex-file-compressed	-3.9%	+9.3%	-12.1%	+16.2%	➖ noise
32	duckdb:duckdb	-10.6%	+9.3%	-18.2%	+15.3%	✅ faster
32	duckdb:vortex-file-compressed	-2.0%	+9.3%	-10.4%	+15.3%	➖ noise
33	datafusion:vortex-file-compressed	-14.6%	+3.7%	-17.6%	+16.0%	✅ faster
33	duckdb:duckdb	-6.8%	+3.7%	-10.1%	+15.3%	➖ noise
33	duckdb:vortex-file-compressed	-0.4%	+3.7%	-4.0%	+15.3%	➖ noise
34	datafusion:vortex-file-compressed	-17.3%	+2.6%	-19.3%	+15.3%	✅ faster
34	duckdb:duckdb	+2.2%	+2.6%	-0.4%	+15.3%	➖ noise
34	duckdb:vortex-file-compressed	-5.3%	+2.6%	-7.6%	+15.3%	➖ noise
35	datafusion:vortex-file-compressed	-13.8%	+6.2%	-18.9%	+15.3%	✅ faster
35	duckdb:duckdb	+8.8%	+6.2%	+2.4%	+15.3%	➖ noise
35	duckdb:vortex-file-compressed	-7.6%	+6.2%	-13.1%	+15.3%	➖ noise
36	datafusion:vortex-file-compressed	-12.2%	+4.5%	-16.0%	+15.3%	✅ faster
36	duckdb:duckdb	+3.8%	+4.5%	-0.7%	+15.3%	➖ noise
36	duckdb:vortex-file-compressed	-12.5%	+4.5%	-16.2%	+15.3%	✅ faster
37	datafusion:vortex-file-compressed	-7.6%	+0.7%	-8.2%	+15.3%	➖ noise
37	duckdb:duckdb	+1.8%	+0.7%	+1.1%	+15.3%	➖ noise
37	duckdb:vortex-file-compressed	-6.4%	+0.7%	-7.1%	+15.3%	➖ noise
38	datafusion:vortex-file-compressed	-16.2%	+1.8%	-17.6%	+15.3%	✅ faster
38	duckdb:duckdb	+3.8%	+1.8%	+2.0%	+15.3%	➖ noise
38	duckdb:vortex-file-compressed	-12.4%	+1.8%	-13.9%	+15.3%	✅ faster
39	datafusion:vortex-file-compressed	-9.3%	+3.9%	-12.7%	+15.3%	➖ noise
39	duckdb:duckdb	+0.6%	+3.9%	-3.2%	+18.5%	➖ noise
39	duckdb:vortex-file-compressed	-5.8%	+3.9%	-9.3%	+15.3%	➖ noise
40	datafusion:vortex-file-compressed	-9.9%	-0.4%	-9.6%	+15.3%	➖ noise
40	duckdb:duckdb	+2.3%	-0.4%	+2.7%	+15.3%	➖ noise
40	duckdb:vortex-file-compressed	-13.4%	-0.4%	-13.1%	+17.3%	➖ noise
41	datafusion:vortex-file-compressed	-2.5%	-2.4%	-0.2%	+15.3%	➖ noise
41	duckdb:duckdb	-1.1%	-2.4%	+1.3%	+15.3%	➖ noise
41	duckdb:vortex-file-compressed	-10.6%	-2.4%	-8.5%	+15.3%	➖ noise
42	datafusion:vortex-file-compressed	-11.6%	+0.8%	-12.3%	+15.3%	➖ noise
42	duckdb:duckdb	+2.3%	+0.8%	+1.5%	+15.3%	➖ noise
42	duckdb:vortex-file-compressed	-2.3%	+0.8%	-3.1%	+15.3%	➖ noise

[github-actions]

File Sizes: Clickbench on NVME

File	Scale	Format	Base	HEAD	Change	%
hits_16.vortex	1.0	vortex-compact	48.91 MB	0 B	48.91 MB	-100.0%
hits_35.vortex	1.0	vortex-compact	75.37 MB	0 B	75.37 MB	-100.0%
hits_9.vortex	1.0	vortex-compact	66.01 MB	0 B	66.01 MB	-100.0%
hits_24.vortex	1.0	vortex-compact	44.27 MB	0 B	44.27 MB	-100.0%
hits_45.vortex	1.0	vortex-compact	75.71 MB	0 B	75.71 MB	-100.0%
hits_88.vortex	1.0	vortex-compact	73.47 MB	0 B	73.47 MB	-100.0%
hits_71.vortex	1.0	vortex-compact	69.57 MB	0 B	69.57 MB	-100.0%
hits_94.vortex	1.0	vortex-compact	90.48 MB	0 B	90.48 MB	-100.0%
hits_22.vortex	1.0	vortex-compact	45.47 MB	0 B	45.47 MB	-100.0%
hits_98.vortex	1.0	vortex-compact	72.85 MB	0 B	72.85 MB	-100.0%
hits_65.vortex	1.0	vortex-compact	129.65 MB	0 B	129.65 MB	-100.0%
hits_63.vortex	1.0	vortex-compact	46.00 MB	0 B	46.00 MB	-100.0%
hits_46.vortex	1.0	vortex-compact	42.16 MB	0 B	42.16 MB	-100.0%
hits_83.vortex	1.0	vortex-compact	53.24 MB	0 B	53.24 MB	-100.0%
hits_82.vortex	1.0	vortex-compact	67.56 MB	0 B	67.56 MB	-100.0%
hits_48.vortex	1.0	vortex-compact	17.17 MB	0 B	17.17 MB	-100.0%
hits_56.vortex	1.0	vortex-compact	78.25 MB	0 B	78.25 MB	-100.0%
hits_79.vortex	1.0	vortex-compact	85.77 MB	0 B	85.77 MB	-100.0%
hits_90.vortex	1.0	vortex-compact	81.85 MB	0 B	81.85 MB	-100.0%
hits_58.vortex	1.0	vortex-compact	61.19 MB	0 B	61.19 MB	-100.0%
hits_59.vortex	1.0	vortex-compact	66.50 MB	0 B	66.50 MB	-100.0%
hits_20.vortex	1.0	vortex-compact	37.87 MB	0 B	37.87 MB	-100.0%
hits_66.vortex	1.0	vortex-compact	53.38 MB	0 B	53.38 MB	-100.0%
hits_74.vortex	1.0	vortex-compact	71.81 MB	0 B	71.81 MB	-100.0%
hits_10.vortex	1.0	vortex-compact	50.24 MB	0 B	50.24 MB	-100.0%
hits_84.vortex	1.0	vortex-compact	73.39 MB	0 B	73.39 MB	-100.0%
hits_7.vortex	1.0	vortex-compact	64.08 MB	0 B	64.08 MB	-100.0%
hits_44.vortex	1.0	vortex-compact	132.77 MB	0 B	132.77 MB	-100.0%
hits_25.vortex	1.0	vortex-compact	73.38 MB	0 B	73.38 MB	-100.0%
hits_6.vortex	1.0	vortex-compact	63.23 MB	0 B	63.23 MB	-100.0%
hits_50.vortex	1.0	vortex-compact	113.52 MB	0 B	113.52 MB	-100.0%
hits_96.vortex	1.0	vortex-compact	91.37 MB	0 B	91.37 MB	-100.0%
hits_60.vortex	1.0	vortex-compact	64.52 MB	0 B	64.52 MB	-100.0%
hits_31.vortex	1.0	vortex-compact	56.11 MB	0 B	56.11 MB	-100.0%
hits_54.vortex	1.0	vortex-compact	117.36 MB	0 B	117.36 MB	-100.0%
hits_49.vortex	1.0	vortex-compact	50.56 MB	0 B	50.56 MB	-100.0%
hits_28.vortex	1.0	vortex-compact	70.02 MB	0 B	70.02 MB	-100.0%
hits_4.vortex	1.0	vortex-compact	72.12 MB	0 B	72.12 MB	-100.0%
hits_14.vortex	1.0	vortex-compact	74.15 MB	0 B	74.15 MB	-100.0%
hits_70.vortex	1.0	vortex-compact	61.77 MB	0 B	61.77 MB	-100.0%
hits_15.vortex	1.0	vortex-compact	48.34 MB	0 B	48.34 MB	-100.0%
hits_55.vortex	1.0	vortex-compact	93.47 MB	0 B	93.47 MB	-100.0%
hits_11.vortex	1.0	vortex-compact	54.11 MB	0 B	54.11 MB	-100.0%
hits_26.vortex	1.0	vortex-compact	72.91 MB	0 B	72.91 MB	-100.0%
hits_95.vortex	1.0	vortex-compact	57.98 MB	0 B	57.98 MB	-100.0%
hits_38.vortex	1.0	vortex-compact	63.16 MB	0 B	63.16 MB	-100.0%
hits_75.vortex	1.0	vortex-compact	44.43 MB	0 B	44.43 MB	-100.0%
hits_61.vortex	1.0	vortex-compact	57.44 MB	0 B	57.44 MB	-100.0%
hits_99.vortex	1.0	vortex-compact	77.40 MB	0 B	77.40 MB	-100.0%
hits_30.vortex	1.0	vortex-compact	58.51 MB	0 B	58.51 MB	-100.0%
hits_43.vortex	1.0	vortex-compact	169.14 MB	0 B	169.14 MB	-100.0%
hits_76.vortex	1.0	vortex-compact	76.92 MB	0 B	76.92 MB	-100.0%
hits_85.vortex	1.0	vortex-compact	52.52 MB	0 B	52.52 MB	-100.0%
hits_19.vortex	1.0	vortex-compact	44.60 MB	0 B	44.60 MB	-100.0%
hits_21.vortex	1.0	vortex-compact	51.43 MB	0 B	51.43 MB	-100.0%
hits_2.vortex	1.0	vortex-compact	129.09 MB	0 B	129.09 MB	-100.0%
hits_23.vortex	1.0	vortex-compact	44.94 MB	0 B	44.94 MB	-100.0%
hits_64.vortex	1.0	vortex-compact	53.71 MB	0 B	53.71 MB	-100.0%
hits_42.vortex	1.0	vortex-compact	164.45 MB	0 B	164.45 MB	-100.0%
hits_62.vortex	1.0	vortex-compact	74.82 MB	0 B	74.82 MB	-100.0%
hits_8.vortex	1.0	vortex-compact	63.29 MB	0 B	63.29 MB	-100.0%
hits_18.vortex	1.0	vortex-compact	64.23 MB	0 B	64.23 MB	-100.0%
hits_3.vortex	1.0	vortex-compact	95.15 MB	0 B	95.15 MB	-100.0%
hits_37.vortex	1.0	vortex-compact	54.23 MB	0 B	54.23 MB	-100.0%
hits_80.vortex	1.0	vortex-compact	68.60 MB	0 B	68.60 MB	-100.0%
hits_57.vortex	1.0	vortex-compact	83.52 MB	0 B	83.52 MB	-100.0%
hits_91.vortex	1.0	vortex-compact	61.05 MB	0 B	61.05 MB	-100.0%
hits_92.vortex	1.0	vortex-compact	94.29 MB	0 B	94.29 MB	-100.0%
hits_87.vortex	1.0	vortex-compact	118.76 MB	0 B	118.76 MB	-100.0%
hits_77.vortex	1.0	vortex-compact	118.41 MB	0 B	118.41 MB	-100.0%
hits_93.vortex	1.0	vortex-compact	59.66 MB	0 B	59.66 MB	-100.0%
hits_33.vortex	1.0	vortex-compact	36.75 MB	0 B	36.75 MB	-100.0%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%
hits_41.vortex	1.0	vortex-compact	165.98 MB	0 B	165.98 MB	-100.0%
hits_68.vortex	1.0	vortex-compact	77.23 MB	0 B	77.23 MB	-100.0%
hits_73.vortex	1.0	vortex-compact	70.34 MB	0 B	70.34 MB	-100.0%
hits_34.vortex	1.0	vortex-compact	58.13 MB	0 B	58.13 MB	-100.0%
hits_53.vortex	1.0	vortex-compact	62.40 MB	0 B	62.40 MB	-100.0%
hits_72.vortex	1.0	vortex-compact	51.85 MB	0 B	51.85 MB	-100.0%
hits_13.vortex	1.0	vortex-compact	68.18 MB	0 B	68.18 MB	-100.0%
hits_52.vortex	1.0	vortex-compact	64.99 MB	0 B	64.99 MB	-100.0%
hits_39.vortex	1.0	vortex-compact	49.59 MB	0 B	49.59 MB	-100.0%
hits_81.vortex	1.0	vortex-compact	65.84 MB	0 B	65.84 MB	-100.0%
hits_27.vortex	1.0	vortex-compact	69.70 MB	0 B	69.70 MB	-100.0%
hits_1.vortex	1.0	vortex-compact	90.83 MB	0 B	90.83 MB	-100.0%
hits_29.vortex	1.0	vortex-compact	37.54 MB	0 B	37.54 MB	-100.0%
hits_5.vortex	1.0	vortex-compact	63.18 MB	0 B	63.18 MB	-100.0%
hits_51.vortex	1.0	vortex-compact	167.36 MB	0 B	167.36 MB	-100.0%
hits_0.vortex	1.0	vortex-compact	58.43 MB	0 B	58.43 MB	-100.0%
hits_67.vortex	1.0	vortex-compact	113.78 MB	0 B	113.78 MB	-100.0%
hits_40.vortex	1.0	vortex-compact	75.84 MB	0 B	75.84 MB	-100.0%
hits_36.vortex	1.0	vortex-compact	49.28 MB	0 B	49.28 MB	-100.0%
hits_97.vortex	1.0	vortex-compact	69.27 MB	0 B	69.27 MB	-100.0%
hits_17.vortex	1.0	vortex-compact	58.71 MB	0 B	58.71 MB	-100.0%
hits_89.vortex	1.0	vortex-compact	113.85 MB	0 B	113.85 MB	-100.0%
hits_78.vortex	1.0	vortex-compact	97.56 MB	0 B	97.56 MB	-100.0%
hits_32.vortex	1.0	vortex-compact	45.07 MB	0 B	45.07 MB	-100.0%
hits_12.vortex	1.0	vortex-compact	69.80 MB	0 B	69.80 MB	-100.0%
hits_47.vortex	1.0	vortex-compact	18.08 MB	0 B	18.08 MB	-100.0%
hits_86.vortex	1.0	vortex-compact	48.97 MB	0 B	48.97 MB	-100.0%
hits_69.vortex	1.0	vortex-compact	80.90 MB	0 B	80.90 MB	-100.0%

Totals:

• vortex-compact: 7.08 GB → 0 B (-100.0%)
• vortex-file-compressed: 14.65 GB → 14.65 GB (0.0%)

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +3.0%
Vortex (geomean): 1.066x ➖
Parquet (geomean): 1.035x ➖
Shifts: Parquet (control) +3.5% · Median polish +3.5%

---

datafusion / vortex-file-compressed (1.035x ➖, 1↑ 4↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	1090052136	714358521	1.53
tpch_q02/datafusion:vortex-file-compressed 🚨	1292700116	622477699	2.08
tpch_q03/datafusion:vortex-file-compressed	1067342589	1057500592	1.01
tpch_q04/datafusion:vortex-file-compressed	610989440	651673989	0.94
tpch_q05/datafusion:vortex-file-compressed	963137497	1347815758	0.71
tpch_q06/datafusion:vortex-file-compressed	597639073	788923266	0.76
tpch_q07/datafusion:vortex-file-compressed	1004739888	1277440992	0.79
tpch_q08/datafusion:vortex-file-compressed	1133258455	1152772378	0.98
tpch_q09/datafusion:vortex-file-compressed	1283550692	1253009613	1.02
tpch_q10/datafusion:vortex-file-compressed	941249317	938069414	1.00
tpch_q11/datafusion:vortex-file-compressed	465509193	507287379	0.92
tpch_q12/datafusion:vortex-file-compressed	933007387	880656782	1.06
tpch_q13/datafusion:vortex-file-compressed	425739335	417562511	1.02
tpch_q14/datafusion:vortex-file-compressed	644167564	604490450	1.07
tpch_q15/datafusion:vortex-file-compressed	1153204710	1061269701	1.09
tpch_q16/datafusion:vortex-file-compressed	312257017	328376742	0.95
tpch_q17/datafusion:vortex-file-compressed 🚨	1543665777	1170250069	1.32
tpch_q18/datafusion:vortex-file-compressed	1536021614	1241689877	1.24
tpch_q19/datafusion:vortex-file-compressed 🚨	1091258795	752271510	1.45
tpch_q20/datafusion:vortex-file-compressed	1272207706	1100816279	1.16
tpch_q21/datafusion:vortex-file-compressed	1786158205	1814210223	0.98
tpch_q22/datafusion:vortex-file-compressed 🚀	432795968	764537501	0.57

datafusion / vortex-compact (1.039x ➖, 0↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	671932222	711410625	0.94
tpch_q02/datafusion:vortex-compact	644308985	583707111	1.10
tpch_q03/datafusion:vortex-compact	776869430	677360802	1.15
tpch_q04/datafusion:vortex-compact	528547591	552973019	0.96
tpch_q05/datafusion:vortex-compact	878878730	921620519	0.95
tpch_q06/datafusion:vortex-compact	571999474	588530010	0.97
tpch_q07/datafusion:vortex-compact	977122654	1004167859	0.97
tpch_q08/datafusion:vortex-compact	1061370683	1257852704	0.84
tpch_q09/datafusion:vortex-compact	1200126528	1267407980	0.95
tpch_q10/datafusion:vortex-compact	983773438	939645036	1.05
tpch_q11/datafusion:vortex-compact	397665288	404925398	0.98
tpch_q12/datafusion:vortex-compact	807711882	830441081	0.97
tpch_q13/datafusion:vortex-compact	402176499	401639593	1.00
tpch_q14/datafusion:vortex-compact	593976805	577864380	1.03
tpch_q15/datafusion:vortex-compact	1062321334	1017407336	1.04
tpch_q16/datafusion:vortex-compact	321427277	320972942	1.00
tpch_q17/datafusion:vortex-compact	1129991721	1200510068	0.94
tpch_q18/datafusion:vortex-compact	1099486144	1091611645	1.01
tpch_q19/datafusion:vortex-compact	791705641	823813569	0.96
tpch_q20/datafusion:vortex-compact	1005508304	873545383	1.15
tpch_q21/datafusion:vortex-compact	1978070193	1598088614	1.24
tpch_q22/datafusion:vortex-compact 🚨	1228634503	607799709	2.02

datafusion / parquet (1.017x ➖, 1↑ 0↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	867000221	817540857	1.06
tpch_q02/datafusion:parquet 🚀	645705964	950609147	0.68
tpch_q03/datafusion:parquet	1031730342	1023325252	1.01
tpch_q04/datafusion:parquet	499809987	464002400	1.08
tpch_q05/datafusion:parquet	1134074543	1140905104	0.99
tpch_q06/datafusion:parquet	521522101	499374430	1.04
tpch_q07/datafusion:parquet	1259696760	1372256648	0.92
tpch_q08/datafusion:parquet	1631099397	1504176228	1.08
tpch_q09/datafusion:parquet	1850583453	1770469984	1.05
tpch_q10/datafusion:parquet	1920188081	1947323127	0.99
tpch_q11/datafusion:parquet	564836229	470360103	1.20
tpch_q12/datafusion:parquet	662387972	676087444	0.98
tpch_q13/datafusion:parquet	673432559	690848280	0.97
tpch_q14/datafusion:parquet	760296723	769708621	0.99
tpch_q15/datafusion:parquet	1161629887	1148310228	1.01
tpch_q16/datafusion:parquet	372532968	360828235	1.03
tpch_q17/datafusion:parquet	1302057642	1379824140	0.94
tpch_q18/datafusion:parquet	1536245631	1460206418	1.05
tpch_q19/datafusion:parquet	1086192112	967680434	1.12
tpch_q20/datafusion:parquet	1216126857	1203207618	1.01
tpch_q21/datafusion:parquet	2080085731	1702348170	1.22
tpch_q22/datafusion:parquet	766749419	714537456	1.07

duckdb / vortex-file-compressed (1.087x ➖, 2↑ 4↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	677913504	708428208	0.96
tpch_q02/duckdb:vortex-file-compressed	1324325357	1311259599	1.01
tpch_q03/duckdb:vortex-file-compressed	1104862413	970939732	1.14
tpch_q04/duckdb:vortex-file-compressed	785518105	669949530	1.17
tpch_q05/duckdb:vortex-file-compressed	1516839156	1175388081	1.29
tpch_q06/duckdb:vortex-file-compressed 🚀	578682790	888063106	0.65
tpch_q07/duckdb:vortex-file-compressed 🚨	1448102106	1076176067	1.35
tpch_q08/duckdb:vortex-file-compressed	1732671061	1498284360	1.16
tpch_q09/duckdb:vortex-file-compressed	1953968259	1509442749	1.29
tpch_q10/duckdb:vortex-file-compressed 🚨	1921198717	1131021433	1.70
tpch_q11/duckdb:vortex-file-compressed 🚨	957811130	683318325	1.40
tpch_q12/duckdb:vortex-file-compressed 🚨	1406280021	808731199	1.74
tpch_q13/duckdb:vortex-file-compressed	1262330183	1077790529	1.17
tpch_q14/duckdb:vortex-file-compressed	683221101	876953995	0.78
tpch_q15/duckdb:vortex-file-compressed	598793704	617677606	0.97
tpch_q16/duckdb:vortex-file-compressed	429325475	531022558	0.81
tpch_q17/duckdb:vortex-file-compressed	1167480969	1095607510	1.07
tpch_q18/duckdb:vortex-file-compressed	1016229286	937863242	1.08
tpch_q19/duckdb:vortex-file-compressed	813449265	780333319	1.04
tpch_q20/duckdb:vortex-file-compressed	1239157248	1280260565	0.97
tpch_q21/duckdb:vortex-file-compressed	2471337667	2063318856	1.20
tpch_q22/duckdb:vortex-file-compressed 🚀	521031453	750066327	0.69

duckdb / vortex-compact (1.105x ➖, 0↑ 4↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	659492016	620261061	1.06
tpch_q02/duckdb:vortex-compact	1137641459	1123718248	1.01
tpch_q03/duckdb:vortex-compact	1019518523	912402107	1.12
tpch_q04/duckdb:vortex-compact	692972525	598443914	1.16
tpch_q05/duckdb:vortex-compact	1338668419	1048018114	1.28
tpch_q06/duckdb:vortex-compact	603698554	816878177	0.74
tpch_q07/duckdb:vortex-compact	1388459630	1092917646	1.27
tpch_q08/duckdb:vortex-compact 🚨	1642901622	1237138544	1.33
tpch_q09/duckdb:vortex-compact	1675313583	1339095776	1.25
tpch_q10/duckdb:vortex-compact 🚨	1687948916	1131551963	1.49
tpch_q11/duckdb:vortex-compact 🚨	981316919	717080245	1.37
tpch_q12/duckdb:vortex-compact 🚨	1110933967	716501839	1.55
tpch_q13/duckdb:vortex-compact	1024307171	855581100	1.20
tpch_q14/duckdb:vortex-compact	675679044	888697546	0.76
tpch_q15/duckdb:vortex-compact	557660477	572169658	0.97
tpch_q16/duckdb:vortex-compact	405568121	436638779	0.93
tpch_q17/duckdb:vortex-compact	1148136311	959854948	1.20
tpch_q18/duckdb:vortex-compact	763417424	714231391	1.07
tpch_q19/duckdb:vortex-compact	789142883	773856710	1.02
tpch_q20/duckdb:vortex-compact	1226299853	1161060735	1.06
tpch_q21/duckdb:vortex-compact	2369006794	1851726119	1.28
tpch_q22/duckdb:vortex-compact	475510007	676185599	0.70

duckdb / parquet (1.054x ➖, 0↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	995216288	1024016314	0.97
tpch_q02/duckdb:parquet	1491131431	1578462248	0.94
tpch_q03/duckdb:parquet	1852856521	1689989703	1.10
tpch_q04/duckdb:parquet	1154976173	1182315652	0.98
tpch_q05/duckdb:parquet	2347696746	2164758910	1.08
tpch_q06/duckdb:parquet	868488262	899521656	0.97
tpch_q07/duckdb:parquet	1883773919	1934465598	0.97
tpch_q08/duckdb:parquet	2580001300	2370105457	1.09
tpch_q09/duckdb:parquet	2499905282	2323823396	1.08
tpch_q10/duckdb:parquet	3575573107	3100203236	1.15
tpch_q11/duckdb:parquet	1073889677	1009255010	1.06
tpch_q12/duckdb:parquet	1199988085	1090609664	1.10
tpch_q13/duckdb:parquet	1317632052	1305396464	1.01
tpch_q14/duckdb:parquet	1381549810	1218072556	1.13
tpch_q15/duckdb:parquet	1011946630	889527912	1.14
tpch_q16/duckdb:parquet 🚨	914723353	660246922	1.39
tpch_q17/duckdb:parquet	1292000694	1300948036	0.99
tpch_q18/duckdb:parquet	1529192658	1377322443	1.11
tpch_q19/duckdb:parquet	1631574755	1581715000	1.03
tpch_q20/duckdb:parquet	1709306480	1713011672	1.00
tpch_q21/duckdb:parquet	2011752101	1893494768	1.06
tpch_q22/duckdb:parquet	1085912387	1185866089	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-5.5%	+1.5%	-7.0%	+75.9%	➖ noise
1	datafusion:vortex-file-compressed	+52.6%	+1.5%	+50.3%	+126.4%	➖ noise
1	duckdb:vortex-compact	+6.3%	+1.5%	+4.7%	+41.4%	➖ noise
1	duckdb:vortex-file-compressed	-4.3%	+1.5%	-5.7%	+31.1%	➖ noise
2	datafusion:vortex-compact	+10.4%	-19.9%	+37.8%	+68.8%	➖ noise
2	datafusion:vortex-file-compressed	+107.7%	-19.9%	+159.2%	+73.3%	🚨 regression
2	duckdb:vortex-compact	+1.2%	-19.9%	+26.4%	+60.2%	➖ noise
2	duckdb:vortex-file-compressed	+1.0%	-19.9%	+26.1%	+45.7%	➖ noise
3	datafusion:vortex-compact	+14.7%	+5.1%	+9.1%	+83.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.9%	+5.1%	-4.0%	+72.9%	➖ noise
3	duckdb:vortex-compact	+11.7%	+5.1%	+6.3%	+71.3%	➖ noise
3	duckdb:vortex-file-compressed	+13.8%	+5.1%	+8.2%	+80.2%	➖ noise
4	datafusion:vortex-compact	-4.4%	+2.6%	-6.8%	+53.5%	➖ noise
4	datafusion:vortex-file-compressed	-6.2%	+2.6%	-8.6%	+68.2%	➖ noise
4	duckdb:vortex-compact	+15.8%	+2.6%	+12.9%	+56.1%	➖ noise
4	duckdb:vortex-file-compressed	+17.3%	+2.6%	+14.3%	+30.4%	➖ noise
5	datafusion:vortex-compact	-4.6%	+3.8%	-8.2%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-28.5%	+3.8%	-31.2%	+30.0%	✅ faster
5	duckdb:vortex-compact	+27.7%	+3.8%	+23.0%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+29.1%	+3.8%	+24.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	-2.8%	+0.4%	-3.2%	+30.8%	➖ noise
6	datafusion:vortex-file-compressed	-24.2%	+0.4%	-24.6%	+35.2%	➖ noise
6	duckdb:vortex-compact	-26.1%	+0.4%	-26.4%	+36.0%	➖ noise
6	duckdb:vortex-file-compressed	-34.8%	+0.4%	-35.1%	+30.0%	✅ faster
7	datafusion:vortex-compact	-2.7%	-5.5%	+2.9%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-21.3%	-5.5%	-16.8%	+30.0%	➖ noise
7	duckdb:vortex-compact	+27.0%	-5.5%	+34.4%	+30.0%	🚨 regression
7	duckdb:vortex-file-compressed	+34.6%	-5.5%	+42.3%	+30.0%	🚨 regression
8	datafusion:vortex-compact	-15.6%	+8.6%	-22.3%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.7%	+8.6%	-9.5%	+32.0%	➖ noise
8	duckdb:vortex-compact	+32.8%	+8.6%	+22.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+15.6%	+8.6%	+6.4%	+30.0%	➖ noise
9	datafusion:vortex-compact	-5.3%	+6.0%	-10.7%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.4%	+6.0%	-3.4%	+30.0%	➖ noise
9	duckdb:vortex-compact	+25.1%	+6.0%	+18.0%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+29.4%	+6.0%	+22.1%	+30.0%	➖ noise
10	datafusion:vortex-compact	+4.7%	+6.6%	-1.8%	+37.9%	➖ noise
10	datafusion:vortex-file-compressed	+0.3%	+6.6%	-5.9%	+37.7%	➖ noise
10	duckdb:vortex-compact	+49.2%	+6.6%	+39.9%	+37.9%	🚨 regression
10	duckdb:vortex-file-compressed	+69.9%	+6.6%	+59.3%	+51.0%	🚨 regression
11	datafusion:vortex-compact	-1.8%	+13.0%	-13.1%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-8.2%	+13.0%	-18.8%	+30.0%	➖ noise
11	duckdb:vortex-compact	+36.8%	+13.0%	+21.1%	+37.2%	➖ noise
11	duckdb:vortex-file-compressed	+40.2%	+13.0%	+24.0%	+30.0%	➖ noise
12	datafusion:vortex-compact	-2.7%	+3.8%	-6.3%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	+5.9%	+3.8%	+2.0%	+30.0%	➖ noise
12	duckdb:vortex-compact	+55.0%	+3.8%	+49.3%	+33.8%	🚨 regression
12	duckdb:vortex-file-compressed	+73.9%	+3.8%	+67.5%	+30.0%	🚨 regression
13	datafusion:vortex-compact	+0.1%	-0.8%	+0.9%	+84.6%	➖ noise
13	datafusion:vortex-file-compressed	+2.0%	-0.8%	+2.8%	+47.3%	➖ noise
13	duckdb:vortex-compact	+19.7%	-0.8%	+20.7%	+72.3%	➖ noise
13	duckdb:vortex-file-compressed	+17.1%	-0.8%	+18.1%	+72.4%	➖ noise
14	datafusion:vortex-compact	+2.8%	+5.8%	-2.9%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+6.6%	+5.8%	+0.7%	+30.0%	➖ noise
14	duckdb:vortex-compact	-24.0%	+5.8%	-28.2%	+35.4%	✅ faster
14	duckdb:vortex-file-compressed	-22.1%	+5.8%	-26.4%	+30.0%	✅ faster
15	datafusion:vortex-compact	+4.4%	+7.3%	-2.7%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+8.7%	+7.3%	+1.3%	+30.0%	➖ noise
15	duckdb:vortex-compact	-2.5%	+7.3%	-9.1%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-3.1%	+7.3%	-9.6%	+30.0%	➖ noise
16	datafusion:vortex-compact	+0.1%	+19.6%	-16.3%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-4.9%	+19.6%	-20.5%	+30.1%	➖ noise
16	duckdb:vortex-compact	-7.1%	+19.6%	-22.3%	+30.5%	➖ noise
16	duckdb:vortex-file-compressed	-19.2%	+19.6%	-32.4%	+46.2%	✅ faster
17	datafusion:vortex-compact	-5.9%	-3.2%	-2.8%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+31.9%	-3.2%	+36.3%	+30.0%	🚨 regression
17	duckdb:vortex-compact	+19.6%	-3.2%	+23.6%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+6.6%	-3.2%	+10.1%	+30.0%	➖ noise
18	datafusion:vortex-compact	+0.7%	+8.1%	-6.8%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+23.7%	+8.1%	+14.5%	+30.0%	➖ noise
18	duckdb:vortex-compact	+6.9%	+8.1%	-1.1%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+8.4%	+8.1%	+0.3%	+30.0%	➖ noise
19	datafusion:vortex-compact	-3.9%	+7.6%	-10.7%	+36.4%	➖ noise
19	datafusion:vortex-file-compressed	+45.1%	+7.6%	+34.8%	+31.5%	🚨 regression
19	duckdb:vortex-compact	+2.0%	+7.6%	-5.2%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+4.2%	+7.6%	-3.1%	+30.0%	➖ noise
20	datafusion:vortex-compact	+15.1%	+0.4%	+14.6%	+41.2%	➖ noise
20	datafusion:vortex-file-compressed	+15.6%	+0.4%	+15.1%	+30.0%	➖ noise
20	duckdb:vortex-compact	+5.6%	+0.4%	+5.2%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-3.2%	+0.4%	-3.6%	+30.0%	➖ noise
21	datafusion:vortex-compact	+23.8%	+13.9%	+8.6%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.5%	+13.9%	-13.6%	+30.0%	➖ noise
21	duckdb:vortex-compact	+27.9%	+13.9%	+12.3%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+19.8%	+13.9%	+5.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	+102.1%	-0.9%	+103.9%	+127.6%	➖ noise
22	datafusion:vortex-file-compressed	-43.4%	-0.9%	-42.9%	+78.1%	➖ noise
22	duckdb:vortex-compact	-29.7%	-0.9%	-29.1%	+46.5%	➖ noise
22	duckdb:vortex-file-compressed	-30.5%	-0.9%	-29.9%	+80.4%	➖ noise

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +6.9%
Vortex (geomean): 1.080x ➖
Parquet (geomean): 0.993x ➖
Shifts: Parquet (control) -0.7% · Median polish -0.3%

---

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

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	30072476	27679936	1.09
tpcds_q02/datafusion:vortex-file-compressed	54709254	53432712	1.02
tpcds_q03/datafusion:vortex-file-compressed	20592872	19984637	1.03
tpcds_q04/datafusion:vortex-file-compressed	291924873	291666417	1.00
tpcds_q05/datafusion:vortex-file-compressed	53595198	53867259	0.99
tpcds_q06/datafusion:vortex-file-compressed	50853789	51366755	0.99
tpcds_q07/datafusion:vortex-file-compressed	53545839	49388128	1.08
tpcds_q08/datafusion:vortex-file-compressed	38314884	38466857	1.00
tpcds_q09/datafusion:vortex-file-compressed	54876357	54341176	1.01
tpcds_q10/datafusion:vortex-file-compressed	46726987	46584167	1.00
tpcds_q11/datafusion:vortex-file-compressed	164739493	166396135	0.99
tpcds_q12/datafusion:vortex-file-compressed	21759788	23827074	0.91
tpcds_q13/datafusion:vortex-file-compressed	61275233	60951188	1.01
tpcds_q14/datafusion:vortex-file-compressed	203447712	200738151	1.01
tpcds_q15/datafusion:vortex-file-compressed	34812271	33926145	1.03
tpcds_q16/datafusion:vortex-file-compressed	28780888	27478842	1.05
tpcds_q17/datafusion:vortex-file-compressed	67924990	66547513	1.02
tpcds_q18/datafusion:vortex-file-compressed	76821135	79328118	0.97
tpcds_q19/datafusion:vortex-file-compressed	32197173	31455536	1.02
tpcds_q20/datafusion:vortex-file-compressed	25125687	25585624	0.98
tpcds_q21/datafusion:vortex-file-compressed	140019847	134427998	1.04
tpcds_q22/datafusion:vortex-file-compressed	58517779	56009137	1.04
tpcds_q23/datafusion:vortex-file-compressed	148769223	149492697	1.00
tpcds_q24/datafusion:vortex-file-compressed	111783073	112315837	1.00
tpcds_q25/datafusion:vortex-file-compressed	68059876	67815279	1.00
tpcds_q26/datafusion:vortex-file-compressed	35765751	36046168	0.99
tpcds_q27/datafusion:vortex-file-compressed	121756623	119254785	1.02
tpcds_q28/datafusion:vortex-file-compressed	49921968	48243242	1.03
tpcds_q29/datafusion:vortex-file-compressed	66702153	69691915	0.96
tpcds_q30/datafusion:vortex-file-compressed	30277557	29955969	1.01
tpcds_q31/datafusion:vortex-file-compressed	97076423	98144600	0.99
tpcds_q32/datafusion:vortex-file-compressed	21346957	21219983	1.01
tpcds_q33/datafusion:vortex-file-compressed	40064134	39997615	1.00
tpcds_q34/datafusion:vortex-file-compressed	33835111	33840718	1.00
tpcds_q35/datafusion:vortex-file-compressed	57003806	56793921	1.00
tpcds_q36/datafusion:vortex-file-compressed	76627112	75344952	1.02
tpcds_q37/datafusion:vortex-file-compressed	33518163	34288066	0.98
tpcds_q38/datafusion:vortex-file-compressed	52110237	54564435	0.96
tpcds_q39/datafusion:vortex-file-compressed	146766714	148424414	0.99
tpcds_q40/datafusion:vortex-file-compressed	53692110	52866877	1.02
tpcds_q41/datafusion:vortex-file-compressed	18087189	17766548	1.02
tpcds_q42/datafusion:vortex-file-compressed	18858013	19612799	0.96
tpcds_q43/datafusion:vortex-file-compressed	33435673	32812297	1.02
tpcds_q44/datafusion:vortex-file-compressed	45726060	45761356	1.00
tpcds_q45/datafusion:vortex-file-compressed	34345744	33816902	1.02
tpcds_q46/datafusion:vortex-file-compressed	49172481	50458479	0.97
tpcds_q47/datafusion:vortex-file-compressed	205267591	205700219	1.00
tpcds_q48/datafusion:vortex-file-compressed	47583412	48691764	0.98
tpcds_q49/datafusion:vortex-file-compressed	70112207	70377374	1.00
tpcds_q50/datafusion:vortex-file-compressed	48296604	45690144	1.06
tpcds_q51/datafusion:vortex-file-compressed	89374643	90159761	0.99
tpcds_q52/datafusion:vortex-file-compressed	18610656	18256900	1.02
tpcds_q53/datafusion:vortex-file-compressed	25391451	26425012	0.96
tpcds_q54/datafusion:vortex-file-compressed	46218429	45641504	1.01
tpcds_q55/datafusion:vortex-file-compressed	18657722	19009876	0.98
tpcds_q56/datafusion:vortex-file-compressed	41174757	41697143	0.99
tpcds_q57/datafusion:vortex-file-compressed	123923074	126368100	0.98
tpcds_q58/datafusion:vortex-file-compressed	70106397	70281377	1.00
tpcds_q59/datafusion:vortex-file-compressed	73132185	73377509	1.00
tpcds_q60/datafusion:vortex-file-compressed	40289682	42141691	0.96
tpcds_q61/datafusion:vortex-file-compressed	50965935	53195424	0.96
tpcds_q62/datafusion:vortex-file-compressed	30568983	31729385	0.96
tpcds_q63/datafusion:vortex-file-compressed	27018786	26191897	1.03
tpcds_q64/datafusion:vortex-file-compressed	479797725	476152404	1.01
tpcds_q65/datafusion:vortex-file-compressed	50419800	48760838	1.03
tpcds_q66/datafusion:vortex-file-compressed	96118680	90069418	1.07
tpcds_q67/datafusion:vortex-file-compressed	118555124	119095346	1.00
tpcds_q68/datafusion:vortex-file-compressed	46813301	47773808	0.98
tpcds_q69/datafusion:vortex-file-compressed	46152624	43520866	1.06
tpcds_q70/datafusion:vortex-file-compressed	120170070	111527154	1.08
tpcds_q71/datafusion:vortex-file-compressed	32044908	33070490	0.97
tpcds_q72/datafusion:vortex-file-compressed	2566169980	2614094137	0.98
tpcds_q73/datafusion:vortex-file-compressed	35433663	36397162	0.97
tpcds_q74/datafusion:vortex-file-compressed	116384972	117006449	0.99
tpcds_q75/datafusion:vortex-file-compressed	121516938	120800888	1.01
tpcds_q76/datafusion:vortex-file-compressed	35383211	34589065	1.02
tpcds_q77/datafusion:vortex-file-compressed	50115769	51057984	0.98
tpcds_q78/datafusion:vortex-file-compressed	124791360	126153548	0.99
tpcds_q79/datafusion:vortex-file-compressed	39342888	40675755	0.97
tpcds_q80/datafusion:vortex-file-compressed	116339063	117170821	0.99
tpcds_q81/datafusion:vortex-file-compressed	36651210	35743106	1.03
tpcds_q82/datafusion:vortex-file-compressed	35377087	34933383	1.01
tpcds_q83/datafusion:vortex-file-compressed	48534421	51517247	0.94
tpcds_q84/datafusion:vortex-file-compressed	15426698	14623023	1.05
tpcds_q85/datafusion:vortex-file-compressed	99584085	100447469	0.99
tpcds_q86/datafusion:vortex-file-compressed	18760689	18334030	1.02
tpcds_q87/datafusion:vortex-file-compressed	54469068	54983616	0.99
tpcds_q88/datafusion:vortex-file-compressed	82088596	83864718	0.98
tpcds_q89/datafusion:vortex-file-compressed	36777690	36232167	1.02
tpcds_q90/datafusion:vortex-file-compressed	17868237	18637607	0.96
tpcds_q91/datafusion:vortex-file-compressed	26516003	25339716	1.05
tpcds_q92/datafusion:vortex-file-compressed	18793540	19070228	0.99
tpcds_q93/datafusion:vortex-file-compressed	34193571	35141723	0.97
tpcds_q94/datafusion:vortex-file-compressed	24706112	24702171	1.00
tpcds_q95/datafusion:vortex-file-compressed	60249392	60206398	1.00
tpcds_q96/datafusion:vortex-file-compressed	18412162	18423935	1.00
tpcds_q97/datafusion:vortex-file-compressed	31542358	31888635	0.99
tpcds_q98/datafusion:vortex-file-compressed	33764548	33944556	0.99
tpcds_q99/datafusion:vortex-file-compressed	47255926	46566588	1.01

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

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	36828026	35790665	1.03
tpcds_q02/datafusion:vortex-compact	57182188	57746671	0.99
tpcds_q03/datafusion:vortex-compact	25356713	25139124	1.01
tpcds_q04/datafusion:vortex-compact	325030277	329196328	0.99
tpcds_q05/datafusion:vortex-compact	63741317	67879849	0.94
tpcds_q06/datafusion:vortex-compact	56980898	57857653	0.98
tpcds_q07/datafusion:vortex-compact	65386608	65241941	1.00
tpcds_q08/datafusion:vortex-compact	45369923	45308950	1.00
tpcds_q09/datafusion:vortex-compact	102745070	104336976	0.98
tpcds_q10/datafusion:vortex-compact	61345276	61983449	0.99
tpcds_q11/datafusion:vortex-compact	185882822	186831344	0.99
tpcds_q12/datafusion:vortex-compact	25317033	25453416	0.99
tpcds_q13/datafusion:vortex-compact	128393749	132669787	0.97
tpcds_q14/datafusion:vortex-compact	252362465	253395952	1.00
tpcds_q15/datafusion:vortex-compact	37427681	39065809	0.96
tpcds_q16/datafusion:vortex-compact	38575913	39157101	0.99
tpcds_q17/datafusion:vortex-compact	93724312	92458471	1.01
tpcds_q18/datafusion:vortex-compact	92448957	92704408	1.00
tpcds_q19/datafusion:vortex-compact	42677772	41635471	1.03
tpcds_q20/datafusion:vortex-compact	29376984	30029844	0.98
tpcds_q21/datafusion:vortex-compact	141763950	137014023	1.03
tpcds_q22/datafusion:vortex-compact	65117511	63761093	1.02
tpcds_q23/datafusion:vortex-compact	182227800	184096070	0.99
tpcds_q24/datafusion:vortex-compact	139646032	136192520	1.03
tpcds_q25/datafusion:vortex-compact	97242532	93381193	1.04
tpcds_q26/datafusion:vortex-compact	46781678	46088926	1.02
tpcds_q27/datafusion:vortex-compact	154698803	154348079	1.00
tpcds_q28/datafusion:vortex-compact	97940891	98982691	0.99
tpcds_q29/datafusion:vortex-compact	93542127	93721962	1.00
tpcds_q30/datafusion:vortex-compact	38577256	36585990	1.05
tpcds_q31/datafusion:vortex-compact	123739760	123356769	1.00
tpcds_q32/datafusion:vortex-compact	26948597	26369932	1.02
tpcds_q33/datafusion:vortex-compact	52180799	52205666	1.00
tpcds_q34/datafusion:vortex-compact	48182994	48991538	0.98
tpcds_q35/datafusion:vortex-compact	68698334	68909452	1.00
tpcds_q36/datafusion:vortex-compact	94338108	97821353	0.96
tpcds_q37/datafusion:vortex-compact	46260187	46129207	1.00
tpcds_q38/datafusion:vortex-compact	67077377	64507412	1.04
tpcds_q39/datafusion:vortex-compact	154589264	152413116	1.01
tpcds_q40/datafusion:vortex-compact	58229022	58466965	1.00
tpcds_q41/datafusion:vortex-compact	19375463	19658426	0.99
tpcds_q42/datafusion:vortex-compact	24956676	24020413	1.04
tpcds_q43/datafusion:vortex-compact	38847502	38992491	1.00
tpcds_q44/datafusion:vortex-compact	77466695	77421828	1.00
tpcds_q45/datafusion:vortex-compact	37358496	37594105	0.99
tpcds_q46/datafusion:vortex-compact	67982040	69021488	0.98
tpcds_q47/datafusion:vortex-compact	228037115	225252308	1.01
tpcds_q48/datafusion:vortex-compact	97492056	100759572	0.97
tpcds_q49/datafusion:vortex-compact	98001915	97550272	1.00
tpcds_q50/datafusion:vortex-compact	65125002	61836307	1.05
tpcds_q51/datafusion:vortex-compact	96598744	98119514	0.98
tpcds_q52/datafusion:vortex-compact	24141743	25123896	0.96
tpcds_q53/datafusion:vortex-compact	34435478	33262842	1.04
tpcds_q54/datafusion:vortex-compact	56649878	57312276	0.99
tpcds_q55/datafusion:vortex-compact	24420631	23312690	1.05
tpcds_q56/datafusion:vortex-compact	54569576	53381650	1.02
tpcds_q57/datafusion:vortex-compact	142641472	139859424	1.02
tpcds_q58/datafusion:vortex-compact	76291350	75683734	1.01
tpcds_q59/datafusion:vortex-compact	86828574	85116938	1.02
tpcds_q60/datafusion:vortex-compact	55017766	54366082	1.01
tpcds_q61/datafusion:vortex-compact	70761986	70864905	1.00
tpcds_q62/datafusion:vortex-compact	33242352	31979429	1.04
tpcds_q63/datafusion:vortex-compact	35550995	34439215	1.03
tpcds_q64/datafusion:vortex-compact	539380342	536544312	1.01
tpcds_q65/datafusion:vortex-compact	64960059	65971693	0.98
tpcds_q66/datafusion:vortex-compact	95328910	96955180	0.98
tpcds_q67/datafusion:vortex-compact	123778408	128169357	0.97
tpcds_q68/datafusion:vortex-compact	68919392	68235978	1.01
tpcds_q69/datafusion:vortex-compact	59752136	60068553	0.99
tpcds_q70/datafusion:vortex-compact	124612160	122770025	1.02
tpcds_q71/datafusion:vortex-compact	45881949	45291892	1.01
tpcds_q72/datafusion:vortex-compact	2567672661	2601800138	0.99
tpcds_q73/datafusion:vortex-compact	49025189	48882997	1.00
tpcds_q74/datafusion:vortex-compact	131285728	134155066	0.98
tpcds_q75/datafusion:vortex-compact	162316043	161917388	1.00
tpcds_q76/datafusion:vortex-compact	51366376	50368992	1.02
tpcds_q77/datafusion:vortex-compact	65850993	68327422	0.96
tpcds_q78/datafusion:vortex-compact	147310487	147928126	1.00
tpcds_q79/datafusion:vortex-compact	56200459	57449283	0.98
tpcds_q80/datafusion:vortex-compact	129894776	128842644	1.01
tpcds_q81/datafusion:vortex-compact	42115534	41919159	1.00
tpcds_q82/datafusion:vortex-compact	48135870	48327261	1.00
tpcds_q83/datafusion:vortex-compact	57007381	57976886	0.98
tpcds_q84/datafusion:vortex-compact	18022223	18779425	0.96
tpcds_q85/datafusion:vortex-compact	125612794	126611172	0.99
tpcds_q86/datafusion:vortex-compact	19087917	19571180	0.98
tpcds_q87/datafusion:vortex-compact	65520151	64146277	1.02
tpcds_q88/datafusion:vortex-compact	134062279	134209968	1.00
tpcds_q89/datafusion:vortex-compact	44355093	43367324	1.02
tpcds_q90/datafusion:vortex-compact	24291516	24536737	0.99
tpcds_q91/datafusion:vortex-compact	39774979	42166894	0.94
tpcds_q92/datafusion:vortex-compact	20547697	20592835	1.00
tpcds_q93/datafusion:vortex-compact	47567520	46895118	1.01
tpcds_q94/datafusion:vortex-compact	30920171	30610841	1.01
tpcds_q95/datafusion:vortex-compact	72108305	71408407	1.01
tpcds_q96/datafusion:vortex-compact	25890544	25479581	1.02
tpcds_q97/datafusion:vortex-compact	40750358	40331802	1.01
tpcds_q98/datafusion:vortex-compact	37258463	38083817	0.98
tpcds_q99/datafusion:vortex-compact	48389079	48398043	1.00

datafusion / parquet (0.990x ➖, 1↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	35541778	36940966	0.96
tpcds_q02/datafusion:parquet	45291078	46371040	0.98
tpcds_q03/datafusion:parquet	15218063	14768441	1.03
tpcds_q04/datafusion:parquet	312488520	327361766	0.95
tpcds_q05/datafusion:parquet	49901072	53594022	0.93
tpcds_q06/datafusion:parquet	64643874	63662709	1.02
tpcds_q07/datafusion:parquet	94056387	87120767	1.08
tpcds_q08/datafusion:parquet 🚨	35457361	31634678	1.12
tpcds_q09/datafusion:parquet	60111673	57667396	1.04
tpcds_q10/datafusion:parquet	82617156	81104338	1.02
tpcds_q11/datafusion:parquet	177324854	177421759	1.00
tpcds_q12/datafusion:parquet	22357760	22598288	0.99
tpcds_q13/datafusion:parquet	86209147	87843264	0.98
tpcds_q14/datafusion:parquet	190922776	205491663	0.93
tpcds_q15/datafusion:parquet	25068698	26337614	0.95
tpcds_q16/datafusion:parquet	27665208	29383055	0.94
tpcds_q17/datafusion:parquet	70245500	71197676	0.99
tpcds_q18/datafusion:parquet	130069866	130694054	1.00
tpcds_q19/datafusion:parquet	28365813	27612186	1.03
tpcds_q20/datafusion:parquet	21331029	21299324	1.00
tpcds_q21/datafusion:parquet	22219761	22449448	0.99
tpcds_q22/datafusion:parquet 🚀	129170004	150734018	0.86
tpcds_q23/datafusion:parquet	165298333	165452865	1.00
tpcds_q24/datafusion:parquet	104036112	105981758	0.98
tpcds_q25/datafusion:parquet	72746118	72274582	1.01
tpcds_q26/datafusion:parquet	76184494	77861353	0.98
tpcds_q27/datafusion:parquet	164025188	163972976	1.00
tpcds_q28/datafusion:parquet	48008663	49409287	0.97
tpcds_q29/datafusion:parquet	71986241	72879389	0.99
tpcds_q30/datafusion:parquet	44760493	44234004	1.01
tpcds_q31/datafusion:parquet	76177291	75928875	1.00
tpcds_q32/datafusion:parquet	23317097	22324543	1.04
tpcds_q33/datafusion:parquet	34855081	35298733	0.99
tpcds_q34/datafusion:parquet	27119191	26869102	1.01
tpcds_q35/datafusion:parquet	84298982	85396121	0.99
tpcds_q36/datafusion:parquet	64879887	66413985	0.98
tpcds_q37/datafusion:parquet	23026721	23304515	0.99
tpcds_q38/datafusion:parquet	51061909	50881156	1.00
tpcds_q39/datafusion:parquet	83057842	84656111	0.98
tpcds_q40/datafusion:parquet	27728746	29593996	0.94
tpcds_q41/datafusion:parquet	15521556	15756838	0.99
tpcds_q42/datafusion:parquet	13908080	13942360	1.00
tpcds_q43/datafusion:parquet	18849821	20230561	0.93
tpcds_q44/datafusion:parquet	41343331	40787771	1.01
tpcds_q45/datafusion:parquet	32179348	33376617	0.96
tpcds_q46/datafusion:parquet	39184167	38052275	1.03
tpcds_q47/datafusion:parquet	135834750	135621502	1.00
tpcds_q48/datafusion:parquet	81015825	81196214	1.00
tpcds_q49/datafusion:parquet	65844916	67349650	0.98
tpcds_q50/datafusion:parquet	47791597	49675801	0.96
tpcds_q51/datafusion:parquet	90449469	89520355	1.01
tpcds_q52/datafusion:parquet	14188162	14311773	0.99
tpcds_q53/datafusion:parquet	21594266	22486095	0.96
tpcds_q54/datafusion:parquet	42391255	43067549	0.98
tpcds_q55/datafusion:parquet	13966869	14408144	0.97
tpcds_q56/datafusion:parquet	35157999	35598260	0.99
tpcds_q57/datafusion:parquet	106372466	113884848	0.93
tpcds_q58/datafusion:parquet	56715615	57949378	0.98
tpcds_q59/datafusion:parquet	57652170	58000752	0.99
tpcds_q60/datafusion:parquet	36041618	36343617	0.99
tpcds_q61/datafusion:parquet	49389686	49867600	0.99
tpcds_q62/datafusion:parquet	27847230	28923435	0.96
tpcds_q63/datafusion:parquet	21246977	22408023	0.95
tpcds_q64/datafusion:parquet	548905216	548474214	1.00
tpcds_q65/datafusion:parquet	43915960	45930974	0.96
tpcds_q66/datafusion:parquet	77175654	81961628	0.94
tpcds_q67/datafusion:parquet	151565031	154358420	0.98
tpcds_q68/datafusion:parquet	39794117	40468835	0.98
tpcds_q69/datafusion:parquet	79331158	78060338	1.02
tpcds_q70/datafusion:parquet	96988302	95376209	1.02
tpcds_q71/datafusion:parquet	26813081	26420356	1.01
tpcds_q72/datafusion:parquet	635116893	630015283	1.01
tpcds_q73/datafusion:parquet	27689726	26082281	1.06
tpcds_q74/datafusion:parquet	105814838	105886848	1.00
tpcds_q75/datafusion:parquet	116720875	115391179	1.01
tpcds_q76/datafusion:parquet	35022251	35338823	0.99
tpcds_q77/datafusion:parquet	49709575	51014626	0.97
tpcds_q78/datafusion:parquet	125724207	122555254	1.03
tpcds_q79/datafusion:parquet	32061327	31065252	1.03
tpcds_q80/datafusion:parquet	94843403	94012704	1.01
tpcds_q81/datafusion:parquet	38834370	40549243	0.96
tpcds_q82/datafusion:parquet	22844820	24448157	0.93
tpcds_q83/datafusion:parquet	46054304	48003227	0.96
tpcds_q84/datafusion:parquet	47567440	47863361	0.99
tpcds_q85/datafusion:parquet	172448645	171410180	1.01
tpcds_q86/datafusion:parquet	17466960	17620202	0.99
tpcds_q87/datafusion:parquet	50312584	50320213	1.00
tpcds_q88/datafusion:parquet	69730884	70666776	0.99
tpcds_q89/datafusion:parquet	24829146	23837403	1.04
tpcds_q90/datafusion:parquet	18815505	19615020	0.96
tpcds_q91/datafusion:parquet	69286556	72322070	0.96
tpcds_q92/datafusion:parquet	21897548	21249464	1.03
tpcds_q93/datafusion:parquet	34357893	35970766	0.96
tpcds_q94/datafusion:parquet	26090303	25431780	1.03
tpcds_q95/datafusion:parquet	67954176	67973259	1.00
tpcds_q96/datafusion:parquet	14620788	14782347	0.99
tpcds_q97/datafusion:parquet	35056226	32975914	1.06
tpcds_q98/datafusion:parquet	26198746	25402324	1.03
tpcds_q99/datafusion:parquet	28412921	30092043	0.94

duckdb / vortex-file-compressed (1.138x ❌, 18↑ 38↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚀	18651692	26534076	0.70
tpcds_q02/duckdb:vortex-file-compressed 🚨	90304534	80460220	1.12
tpcds_q03/duckdb:vortex-file-compressed	23260178	24903465	0.93
tpcds_q04/duckdb:vortex-file-compressed 🚀	87627603	108702302	0.81
tpcds_q05/duckdb:vortex-file-compressed	104226515	102000641	1.02
tpcds_q06/duckdb:vortex-file-compressed	35004560	36119989	0.97
tpcds_q07/duckdb:vortex-file-compressed 🚨	29514389	24604183	1.20
tpcds_q08/duckdb:vortex-file-compressed 🚨	36210297	23980497	1.51
tpcds_q09/duckdb:vortex-file-compressed 🚀	15788290	39497974	0.40
tpcds_q10/duckdb:vortex-file-compressed	39924784	37712357	1.06
tpcds_q11/duckdb:vortex-file-compressed 🚀	47245875	64356270	0.73
tpcds_q12/duckdb:vortex-file-compressed	14088564	14075360	1.00
tpcds_q13/duckdb:vortex-file-compressed 🚨	55196566	33330634	1.66
tpcds_q14/duckdb:vortex-file-compressed 🚨	241474669	198678709	1.22
tpcds_q15/duckdb:vortex-file-compressed 🚀	26881486	41821356	0.64
tpcds_q16/duckdb:vortex-file-compressed 🚨	36925109	30096550	1.23
tpcds_q17/duckdb:vortex-file-compressed 🚨	43261197	38571868	1.12
tpcds_q18/duckdb:vortex-file-compressed	49578925	46314787	1.07
tpcds_q19/duckdb:vortex-file-compressed 🚨	112015130	32957359	3.40
tpcds_q20/duckdb:vortex-file-compressed	15956155	15793010	1.01
tpcds_q21/duckdb:vortex-file-compressed	19227610	20562289	0.94
tpcds_q22/duckdb:vortex-file-compressed	110653920	111585651	0.99
tpcds_q23/duckdb:vortex-file-compressed 🚨	170493264	129346815	1.32
tpcds_q24/duckdb:vortex-file-compressed 🚨	71537982	59392557	1.20
tpcds_q25/duckdb:vortex-file-compressed 🚨	44019595	37619919	1.17
tpcds_q26/duckdb:vortex-file-compressed 🚀	27705990	44005854	0.63
tpcds_q27/duckdb:vortex-file-compressed 🚨	117781498	89550277	1.32
tpcds_q28/duckdb:vortex-file-compressed 🚀	14289751	34926366	0.41
tpcds_q29/duckdb:vortex-file-compressed 🚨	52778481	38305687	1.38
tpcds_q30/duckdb:vortex-file-compressed	28013862	28612813	0.98
tpcds_q31/duckdb:vortex-file-compressed	28046138	27307981	1.03
tpcds_q32/duckdb:vortex-file-compressed	16334630	16791320	0.97
tpcds_q33/duckdb:vortex-file-compressed 🚨	124925949	68436081	1.83
tpcds_q34/duckdb:vortex-file-compressed 🚨	22242021	19128751	1.16
tpcds_q35/duckdb:vortex-file-compressed 🚀	51042733	62083806	0.82
tpcds_q36/duckdb:vortex-file-compressed	28319986	26814925	1.06
tpcds_q37/duckdb:vortex-file-compressed 🚀	14395168	21835906	0.66
tpcds_q38/duckdb:vortex-file-compressed 🚨	42221071	37636256	1.12
tpcds_q39/duckdb:vortex-file-compressed	44449060	44715197	0.99
tpcds_q40/duckdb:vortex-file-compressed 🚀	21940941	25203723	0.87
tpcds_q41/duckdb:vortex-file-compressed 🚀	9209881	13095968	0.70
tpcds_q42/duckdb:vortex-file-compressed	12613573	11821187	1.07
tpcds_q43/duckdb:vortex-file-compressed	18554539	19884855	0.93
tpcds_q44/duckdb:vortex-file-compressed	22014684	22212568	0.99
tpcds_q45/duckdb:vortex-file-compressed	28129173	27199411	1.03
tpcds_q46/duckdb:vortex-file-compressed 🚀	38750062	49026886	0.79
tpcds_q47/duckdb:vortex-file-compressed	51932156	49334110	1.05
tpcds_q48/duckdb:vortex-file-compressed 🚨	49530515	31809049	1.56
tpcds_q49/duckdb:vortex-file-compressed 🚨	33978263	28839515	1.18
tpcds_q50/duckdb:vortex-file-compressed 🚨	43741490	36538032	1.20
tpcds_q51/duckdb:vortex-file-compressed	92425342	96856460	0.95
tpcds_q52/duckdb:vortex-file-compressed	12839394	12655417	1.01
tpcds_q53/duckdb:vortex-file-compressed 🚨	22908479	17390171	1.32
tpcds_q54/duckdb:vortex-file-compressed	52874201	50506805	1.05
tpcds_q55/duckdb:vortex-file-compressed 🚨	12953222	11359246	1.14
tpcds_q56/duckdb:vortex-file-compressed 🚨	96486779	68363299	1.41
tpcds_q57/duckdb:vortex-file-compressed 🚨	54342780	45049671	1.21
tpcds_q58/duckdb:vortex-file-compressed	30580051	31870395	0.96
tpcds_q59/duckdb:vortex-file-compressed	60187211	60924906	0.99
tpcds_q60/duckdb:vortex-file-compressed 🚨	95320336	69629984	1.37
tpcds_q61/duckdb:vortex-file-compressed	37698669	38062923	0.99
tpcds_q62/duckdb:vortex-file-compressed 🚨	23236455	17685693	1.31
tpcds_q63/duckdb:vortex-file-compressed 🚨	22837263	17464551	1.31
tpcds_q64/duckdb:vortex-file-compressed 🚨	129953517	80837711	1.61
tpcds_q65/duckdb:vortex-file-compressed	22176257	22926593	0.97
tpcds_q66/duckdb:vortex-file-compressed	58294540	53746205	1.08
tpcds_q67/duckdb:vortex-file-compressed	146665275	145368566	1.01
tpcds_q68/duckdb:vortex-file-compressed	38714423	41376025	0.94
tpcds_q69/duckdb:vortex-file-compressed	42049440	39522034	1.06
tpcds_q70/duckdb:vortex-file-compressed 🚨	39023461	25178036	1.55
tpcds_q71/duckdb:vortex-file-compressed 🚨	23233389	20453403	1.14
tpcds_q72/duckdb:vortex-file-compressed	163188025	178749178	0.91
tpcds_q73/duckdb:vortex-file-compressed	20833454	19402438	1.07
tpcds_q74/duckdb:vortex-file-compressed 🚀	39959909	49610510	0.81
tpcds_q75/duckdb:vortex-file-compressed 🚀	49072115	57864473	0.85
tpcds_q76/duckdb:vortex-file-compressed 🚀	52121509	67293455	0.77
tpcds_q77/duckdb:vortex-file-compressed	72685800	66747613	1.09
tpcds_q78/duckdb:vortex-file-compressed	80135902	78408268	1.02
tpcds_q79/duckdb:vortex-file-compressed 🚀	35875867	44752235	0.80
tpcds_q80/duckdb:vortex-file-compressed	100004808	92887832	1.08
tpcds_q81/duckdb:vortex-file-compressed	33454317	32663242	1.02
tpcds_q82/duckdb:vortex-file-compressed 🚀	17530558	22342854	0.78
tpcds_q83/duckdb:vortex-file-compressed	29355477	27329914	1.07
tpcds_q84/duckdb:vortex-file-compressed 🚨	24099077	16534535	1.46
tpcds_q85/duckdb:vortex-file-compressed 🚨	64931612061	45674713	1421.61
tpcds_q86/duckdb:vortex-file-compressed	18738374	18452576	1.02
tpcds_q87/duckdb:vortex-file-compressed	45745812	41672596	1.10
tpcds_q88/duckdb:vortex-file-compressed	32842830	35091673	0.94
tpcds_q89/duckdb:vortex-file-compressed 🚨	23121731	17624088	1.31
tpcds_q90/duckdb:vortex-file-compressed 🚀	11907589	14937779	0.80
tpcds_q91/duckdb:vortex-file-compressed 🚨	30059617	27233414	1.10
tpcds_q92/duckdb:vortex-file-compressed 🚨	19761896	14085647	1.40
tpcds_q93/duckdb:vortex-file-compressed	28259754	30204007	0.94
tpcds_q94/duckdb:vortex-file-compressed 🚨	46414574	22525646	2.06
tpcds_q95/duckdb:vortex-file-compressed 🚨	244460520	152877223	1.60
tpcds_q96/duckdb:vortex-file-compressed 🚨	15306310	12146240	1.26
tpcds_q97/duckdb:vortex-file-compressed	42991321	40167116	1.07
tpcds_q98/duckdb:vortex-file-compressed	19642886	18205439	1.08
tpcds_q99/duckdb:vortex-file-compressed 🚨	40279176	33463050	1.20

duckdb / vortex-compact (1.193x ❌, 15↑ 54↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚀	25471949	34668645	0.73
tpcds_q02/duckdb:vortex-compact 🚨	149063780	124281905	1.20
tpcds_q03/duckdb:vortex-compact	49129004	50141371	0.98
tpcds_q04/duckdb:vortex-compact 🚀	103312199	123061196	0.84
tpcds_q05/duckdb:vortex-compact	151761563	160564769	0.95
tpcds_q06/duckdb:vortex-compact	37479568	36086083	1.04
tpcds_q07/duckdb:vortex-compact 🚨	48162365	37095676	1.30
tpcds_q08/duckdb:vortex-compact 🚨	59816348	27608497	2.17
tpcds_q09/duckdb:vortex-compact 🚀	28475706	109621921	0.26
tpcds_q10/duckdb:vortex-compact 🚨	54505580	46285969	1.18
tpcds_q11/duckdb:vortex-compact 🚀	60938389	71441338	0.85
tpcds_q12/duckdb:vortex-compact 🚨	23439992	18909690	1.24
tpcds_q13/duckdb:vortex-compact 🚨	79476012	48958435	1.62
tpcds_q14/duckdb:vortex-compact 🚨	335753942	260715820	1.29
tpcds_q15/duckdb:vortex-compact 🚀	32674477	44908538	0.73
tpcds_q16/duckdb:vortex-compact 🚨	43422065	37115462	1.17
tpcds_q17/duckdb:vortex-compact	53372006	48827096	1.09
tpcds_q18/duckdb:vortex-compact	67029267	67621378	0.99
tpcds_q19/duckdb:vortex-compact 🚨	133643588	38278704	3.49
tpcds_q20/duckdb:vortex-compact 🚨	22477954	19847706	1.13
tpcds_q21/duckdb:vortex-compact 🚀	23591147	28664030	0.82
tpcds_q22/duckdb:vortex-compact	113429885	119114559	0.95
tpcds_q23/duckdb:vortex-compact 🚨	226863265	168542582	1.35
tpcds_q24/duckdb:vortex-compact 🚨	88653208	69471644	1.28
tpcds_q25/duckdb:vortex-compact 🚨	57482616	46226034	1.24
tpcds_q26/duckdb:vortex-compact 🚀	41837939	54816319	0.76
tpcds_q27/duckdb:vortex-compact 🚨	192810552	128592017	1.50
tpcds_q28/duckdb:vortex-compact 🚀	22379810	106686172	0.21
tpcds_q29/duckdb:vortex-compact 🚨	62631954	48261927	1.30
tpcds_q30/duckdb:vortex-compact 🚨	37607418	33636111	1.12
tpcds_q31/duckdb:vortex-compact 🚨	41530606	30859147	1.35
tpcds_q32/duckdb:vortex-compact 🚨	25491051	23165760	1.10
tpcds_q33/duckdb:vortex-compact 🚨	188854541	130103842	1.45
tpcds_q34/duckdb:vortex-compact 🚨	25422415	21500668	1.18
tpcds_q35/duckdb:vortex-compact	61463355	66194636	0.93
tpcds_q36/duckdb:vortex-compact 🚨	38111080	32888996	1.16
tpcds_q37/duckdb:vortex-compact 🚀	22895772	31370870	0.73
tpcds_q38/duckdb:vortex-compact 🚨	45407247	40520927	1.12
tpcds_q39/duckdb:vortex-compact 🚀	46672887	53198402	0.88
tpcds_q40/duckdb:vortex-compact	30797347	30873276	1.00
tpcds_q41/duckdb:vortex-compact 🚀	11606730	15905782	0.73
tpcds_q42/duckdb:vortex-compact 🚨	19666272	13913449	1.41
tpcds_q43/duckdb:vortex-compact 🚨	26297958	22678747	1.16
tpcds_q44/duckdb:vortex-compact	27837040	28773454	0.97
tpcds_q45/duckdb:vortex-compact 🚨	40002061	33101650	1.21
tpcds_q46/duckdb:vortex-compact	57742604	55448715	1.04
tpcds_q47/duckdb:vortex-compact 🚨	65312659	53496248	1.22
tpcds_q48/duckdb:vortex-compact 🚨	70749050	40730449	1.74
tpcds_q49/duckdb:vortex-compact 🚨	57807238	48536258	1.19
tpcds_q50/duckdb:vortex-compact 🚨	47099780	35877763	1.31
tpcds_q51/duckdb:vortex-compact	100534245	103913890	0.97
tpcds_q52/duckdb:vortex-compact 🚨	19933157	14946613	1.33
tpcds_q53/duckdb:vortex-compact 🚨	31963520	21002000	1.52
tpcds_q54/duckdb:vortex-compact	92935689	85898172	1.08
tpcds_q55/duckdb:vortex-compact 🚨	19969377	15061390	1.33
tpcds_q56/duckdb:vortex-compact 🚨	157128978	131717161	1.19
tpcds_q57/duckdb:vortex-compact	52603494	48523017	1.08
tpcds_q58/duckdb:vortex-compact	42111112	42655639	0.99
tpcds_q59/duckdb:vortex-compact	78086878	77581877	1.01
tpcds_q60/duckdb:vortex-compact 🚨	148059121	133513168	1.11
tpcds_q61/duckdb:vortex-compact 🚨	57548303	46094142	1.25
tpcds_q62/duckdb:vortex-compact 🚨	34709230	22079354	1.57
tpcds_q63/duckdb:vortex-compact 🚨	32372542	21634606	1.50
tpcds_q64/duckdb:vortex-compact 🚨	160208362	96158293	1.67
tpcds_q65/duckdb:vortex-compact 🚨	31062258	28210593	1.10
tpcds_q66/duckdb:vortex-compact 🚨	112817740	95965040	1.18
tpcds_q67/duckdb:vortex-compact	157154250	152188602	1.03
tpcds_q68/duckdb:vortex-compact	54755433	51405676	1.07
tpcds_q69/duckdb:vortex-compact 🚨	56864778	45045153	1.26
tpcds_q70/duckdb:vortex-compact 🚨	50650701	28421828	1.78
tpcds_q71/duckdb:vortex-compact 🚨	33114945	26404044	1.25
tpcds_q72/duckdb:vortex-compact	178590329	198087609	0.90
tpcds_q73/duckdb:vortex-compact	23199165	21802729	1.06
tpcds_q74/duckdb:vortex-compact 🚀	48711899	55401863	0.88
tpcds_q75/duckdb:vortex-compact	64208506	68187182	0.94
tpcds_q76/duckdb:vortex-compact	129070814	127387328	1.01
tpcds_q77/duckdb:vortex-compact	127129633	128488996	0.99
tpcds_q78/duckdb:vortex-compact 🚨	94472454	84027067	1.12
tpcds_q79/duckdb:vortex-compact	67552387	66999083	1.01
tpcds_q80/duckdb:vortex-compact	152696790	154845625	0.99
tpcds_q81/duckdb:vortex-compact	43168353	40734105	1.06
tpcds_q82/duckdb:vortex-compact 🚀	26970002	32156878	0.84
tpcds_q83/duckdb:vortex-compact 🚨	50050995	44825348	1.12
tpcds_q84/duckdb:vortex-compact 🚨	31933249	21859555	1.46
tpcds_q85/duckdb:vortex-compact 🚨	64162291562	62331117	1029.38
tpcds_q86/duckdb:vortex-compact	24516058	22566019	1.09
tpcds_q87/duckdb:vortex-compact	45286024	43701570	1.04
tpcds_q88/duckdb:vortex-compact 🚀	29588019	33655973	0.88
tpcds_q89/duckdb:vortex-compact 🚨	33071206	21981565	1.50
tpcds_q90/duckdb:vortex-compact 🚀	11575372	15681276	0.74
tpcds_q91/duckdb:vortex-compact	44598694	44951830	0.99
tpcds_q92/duckdb:vortex-compact 🚨	45151799	21896096	2.06
tpcds_q93/duckdb:vortex-compact	36069450	35079159	1.03
tpcds_q94/duckdb:vortex-compact 🚨	55652753	29316364	1.90
tpcds_q95/duckdb:vortex-compact 🚨	254059283	155856040	1.63
tpcds_q96/duckdb:vortex-compact 🚨	13134544	11017655	1.19
tpcds_q97/duckdb:vortex-compact	39403687	41616494	0.95
tpcds_q98/duckdb:vortex-compact 🚨	28311040	22159460	1.28
tpcds_q99/duckdb:vortex-compact 🚨	48846619	38403000	1.27

duckdb / parquet (0.997x ➖, 1↑ 2↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	44259296	44443495	1.00
tpcds_q02/duckdb:parquet	59357709	59439130	1.00
tpcds_q03/duckdb:parquet	11877393	11784867	1.01
tpcds_q04/duckdb:parquet	126167167	124818666	1.01
tpcds_q05/duckdb:parquet	73604577	69263237	1.06
tpcds_q06/duckdb:parquet	28196751	31032866	0.91
tpcds_q07/duckdb:parquet	24135015	23033863	1.05
tpcds_q08/duckdb:parquet	27420397	27883501	0.98
tpcds_q09/duckdb:parquet	39970916	39745674	1.01
tpcds_q10/duckdb:parquet	34191861	34810085	0.98
tpcds_q11/duckdb:parquet	86500054	88429067	0.98
tpcds_q12/duckdb:parquet	14121380	14852110	0.95
tpcds_q13/duckdb:parquet	35377228	33474567	1.06
tpcds_q14/duckdb:parquet	164855927	161613354	1.02
tpcds_q15/duckdb:parquet	29183159	29819143	0.98
tpcds_q16/duckdb:parquet	21242704	22004624	0.97
tpcds_q17/duckdb:parquet	36562571	38647720	0.95
tpcds_q18/duckdb:parquet	46418081	45130216	1.03
tpcds_q19/duckdb:parquet	28874348	28649846	1.01
tpcds_q20/duckdb:parquet	14823126	15034854	0.99
tpcds_q21/duckdb:parquet 🚨	12151870	11016608	1.10
tpcds_q22/duckdb:parquet	68801887	67105983	1.03
tpcds_q23/duckdb:parquet	114204433	115564557	0.99
tpcds_q24/duckdb:parquet	45665012	44905505	1.02
tpcds_q25/duckdb:parquet	32180426	33391220	0.96
tpcds_q26/duckdb:parquet	35307467	37508341	0.94
tpcds_q27/duckdb:parquet	87837161	88449724	0.99
tpcds_q28/duckdb:parquet	36787103	36305189	1.01
tpcds_q29/duckdb:parquet	33798325	35538412	0.95
tpcds_q30/duckdb:parquet	40128199	41653214	0.96
tpcds_q31/duckdb:parquet	22731612	22341879	1.02
tpcds_q32/duckdb:parquet	11511369	12508903	0.92
tpcds_q33/duckdb:parquet	71423582	70034726	1.02
tpcds_q34/duckdb:parquet	20636355	20576808	1.00
tpcds_q35/duckdb:parquet	58098944	59756875	0.97
tpcds_q36/duckdb:parquet	20382425	20454297	1.00
tpcds_q37/duckdb:parquet	12752010	13276790	0.96
tpcds_q38/duckdb:parquet	32691522	33371843	0.98
tpcds_q39/duckdb:parquet	32312818	32000761	1.01
tpcds_q40/duckdb:parquet	17955769	17660386	1.02
tpcds_q41/duckdb:parquet	7375307	7291415	1.01
tpcds_q42/duckdb:parquet	10146072	10257411	0.99
tpcds_q43/duckdb:parquet	15864369	15617819	1.02
tpcds_q44/duckdb:parquet	20926311	21136077	0.99
tpcds_q45/duckdb:parquet	27439832	26061170	1.05
tpcds_q46/duckdb:parquet	44820109	46279193	0.97
tpcds_q47/duckdb:parquet	45925446	46234027	0.99
tpcds_q48/duckdb:parquet	30072644	30192729	1.00
tpcds_q49/duckdb:parquet	23603917	24006701	0.98
tpcds_q50/duckdb:parquet	24852544	24699966	1.01
tpcds_q51/duckdb:parquet	94319786	95700645	0.99
tpcds_q52/duckdb:parquet	10482930	11043155	0.95
tpcds_q53/duckdb:parquet	15948996	15978414	1.00
tpcds_q54/duckdb:parquet	41702269	38170893	1.09
tpcds_q55/duckdb:parquet	10725252	10590293	1.01
tpcds_q56/duckdb:parquet	68576999	70798013	0.97
tpcds_q57/duckdb:parquet	34399024	35137901	0.98
tpcds_q58/duckdb:parquet	21086768	21979184	0.96
tpcds_q59/duckdb:parquet	37003157	36712642	1.01
tpcds_q60/duckdb:parquet	70963932	72235914	0.98
tpcds_q61/duckdb:parquet	30777484	31048006	0.99
tpcds_q62/duckdb:parquet	11288818	11392146	0.99
tpcds_q63/duckdb:parquet	15102760	15326473	0.99
tpcds_q64/duckdb:parquet	73726591	74144606	0.99
tpcds_q65/duckdb:parquet	20068714	19788347	1.01
tpcds_q66/duckdb:parquet	53419266	55579741	0.96
tpcds_q67/duckdb:parquet	134339061	130452042	1.03
tpcds_q68/duckdb:parquet	37112754	37479718	0.99
tpcds_q69/duckdb:parquet	36743670	36689032	1.00
tpcds_q70/duckdb:parquet	19279715	19661953	0.98
tpcds_q71/duckdb:parquet	17947816	19076603	0.94
tpcds_q72/duckdb:parquet	161023194	165801814	0.97
tpcds_q73/duckdb:parquet	18328593	18097728	1.01
tpcds_q74/duckdb:parquet	49275422	49482865	1.00
tpcds_q75/duckdb:parquet	54164846	52981086	1.02
tpcds_q76/duckdb:parquet	70485282	71456766	0.99
tpcds_q77/duckdb:parquet	59406597	59108997	1.01
tpcds_q78/duckdb:parquet	74702667	74284507	1.01
tpcds_q79/duckdb:parquet	27308181	27284168	1.00
tpcds_q80/duckdb:parquet	81585254	86024240	0.95
tpcds_q81/duckdb:parquet	46706964	46818591	1.00
tpcds_q82/duckdb:parquet	15510078	14805705	1.05
tpcds_q83/duckdb:parquet	15794487	16499798	0.96
tpcds_q84/duckdb:parquet	19032007	19517808	0.98
tpcds_q85/duckdb:parquet	39120822	37985199	1.03
tpcds_q86/duckdb:parquet	12285690	11765141	1.04
tpcds_q87/duckdb:parquet	36340401	36297357	1.00
tpcds_q88/duckdb:parquet	28523603	28424205	1.00
tpcds_q89/duckdb:parquet	17240066	17178574	1.00
tpcds_q90/duckdb:parquet 🚀	7163264	8013818	0.89
tpcds_q91/duckdb:parquet	23719756	23618562	1.00
tpcds_q92/duckdb:parquet	11090733	11598220	0.96
tpcds_q93/duckdb:parquet	30271403	29147041	1.04
tpcds_q94/duckdb:parquet	16206711	16009923	1.01
tpcds_q95/duckdb:parquet 🚨	150421600	130706559	1.15
tpcds_q96/duckdb:parquet	9134246	9085033	1.01
tpcds_q97/duckdb:parquet	33853580	34325340	0.99
tpcds_q98/duckdb:parquet	18313976	17202324	1.06
tpcds_q99/duckdb:parquet	19573647	19301696	1.01

duckdb / duckdb (0.994x ➖, 0↑ 1↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20145410	19616686	1.03
tpcds_q02/duckdb:duckdb	17698413	19560656	0.90
tpcds_q03/duckdb:duckdb	7937376	8358552	0.95
tpcds_q04/duckdb:duckdb	159113703	159622983	1.00
tpcds_q05/duckdb:duckdb	18622746	17681225	1.05
tpcds_q06/duckdb:duckdb	21756285	21438569	1.01
tpcds_q07/duckdb:duckdb	37037769	37856950	0.98
tpcds_q08/duckdb:duckdb	118967640	122485345	0.97
tpcds_q09/duckdb:duckdb	19403807	19842125	0.98
tpcds_q10/duckdb:duckdb	23149585	22697325	1.02
tpcds_q11/duckdb:duckdb	132419509	140374096	0.94
tpcds_q12/duckdb:duckdb	11096386	11401590	0.97
tpcds_q13/duckdb:duckdb	23469344	23613580	0.99
tpcds_q14/duckdb:duckdb	90976138	92303551	0.99
tpcds_q15/duckdb:duckdb	23483831	22741188	1.03
tpcds_q16/duckdb:duckdb	16462666	17806591	0.92
tpcds_q17/duckdb:duckdb	20503880	21723746	0.94
tpcds_q18/duckdb:duckdb	43846501	43379561	1.01
tpcds_q19/duckdb:duckdb	15933582	16972878	0.94
tpcds_q20/duckdb:duckdb	11533149	12128303	0.95
tpcds_q21/duckdb:duckdb	6214924	6677593	0.93
tpcds_q22/duckdb:duckdb	61140882	64151565	0.95
tpcds_q23/duckdb:duckdb	73608917	76015850	0.97
tpcds_q24/duckdb:duckdb	23106166	24131481	0.96
tpcds_q25/duckdb:duckdb	16591571	16350479	1.01
tpcds_q26/duckdb:duckdb 🚨	26040802	22980966	1.13
tpcds_q27/duckdb:duckdb	36251596	39031593	0.93
tpcds_q28/duckdb:duckdb	21084627	21584246	0.98
tpcds_q29/duckdb:duckdb	19683796	20202873	0.97
tpcds_q30/duckdb:duckdb	27211436	29487717	0.92
tpcds_q31/duckdb:duckdb	18933766	19666469	0.96
tpcds_q32/duckdb:duckdb	7005490	6877356	1.02
tpcds_q33/duckdb:duckdb	12364362	12331708	1.00
tpcds_q34/duckdb:duckdb	14562559	14470464	1.01
tpcds_q35/duckdb:duckdb	33706362	30856398	1.09
tpcds_q36/duckdb:duckdb	66056159	67902835	0.97
tpcds_q37/duckdb:duckdb	7015153	7273589	0.96
tpcds_q38/duckdb:duckdb	30557317	29637237	1.03
tpcds_q39/duckdb:duckdb	24191166	25794641	0.94
tpcds_q40/duckdb:duckdb	13258815	13635419	0.97
tpcds_q41/duckdb:duckdb	7829977	8292101	0.94
tpcds_q42/duckdb:duckdb	6103978	6013808	1.01
tpcds_q43/duckdb:duckdb	11010659	11276182	0.98
tpcds_q44/duckdb:duckdb	13380760	13687955	0.98
tpcds_q45/duckdb:duckdb	16361454	17027549	0.96
tpcds_q46/duckdb:duckdb	34571806	35045098	0.99
tpcds_q47/duckdb:duckdb	40244789	40567402	0.99
tpcds_q48/duckdb:duckdb	21185775	21266987	1.00
tpcds_q49/duckdb:duckdb	16327986	16277480	1.00
tpcds_q50/duckdb:duckdb	13456210	13745163	0.98
tpcds_q51/duckdb:duckdb	91673091	89767115	1.02
tpcds_q52/duckdb:duckdb	7279645	7720637	0.94
tpcds_q53/duckdb:duckdb	11701634	11685234	1.00
tpcds_q54/duckdb:duckdb	16191171	17068759	0.95
tpcds_q55/duckdb:duckdb	6751756	6674673	1.01
tpcds_q56/duckdb:duckdb	13165210	13065453	1.01
tpcds_q57/duckdb:duckdb	30504819	30894084	0.99
tpcds_q58/duckdb:duckdb	12250860	11672678	1.05
tpcds_q59/duckdb:duckdb	33895500	34071913	0.99
tpcds_q60/duckdb:duckdb	15321546	14448230	1.06
tpcds_q61/duckdb:duckdb	13976327	13931782	1.00
tpcds_q62/duckdb:duckdb	8998928	8880730	1.01
tpcds_q63/duckdb:duckdb	11007510	10897795	1.01
tpcds_q64/duckdb:duckdb	53066200	53456864	0.99
tpcds_q65/duckdb:duckdb	34300206	31946911	1.07
tpcds_q66/duckdb:duckdb	24312237	23686472	1.03
tpcds_q67/duckdb:duckdb	125648423	125907932	1.00
tpcds_q68/duckdb:duckdb	24250774	24286094	1.00
tpcds_q69/duckdb:duckdb	22958950	24457852	0.94
tpcds_q70/duckdb:duckdb	15210376	14728587	1.03
tpcds_q71/duckdb:duckdb	12524021	11518629	1.09
tpcds_q72/duckdb:duckdb	42385976	41843015	1.01
tpcds_q73/duckdb:duckdb	10785646	10280273	1.05
tpcds_q74/duckdb:duckdb	95645835	97001053	0.99
tpcds_q75/duckdb:duckdb	42077573	41130236	1.02
tpcds_q76/duckdb:duckdb	12201003	11392165	1.07
tpcds_q77/duckdb:duckdb	11902281	11746211	1.01
tpcds_q78/duckdb:duckdb	61459188	64003344	0.96
tpcds_q79/duckdb:duckdb	16980925	17233973	0.99
tpcds_q80/duckdb:duckdb	27913369	28658406	0.97
tpcds_q81/duckdb:duckdb	37018142	36024792	1.03
tpcds_q82/duckdb:duckdb	8182163	8676588	0.94
tpcds_q83/duckdb:duckdb	9205890	9185304	1.00
tpcds_q84/duckdb:duckdb	13662854	13170575	1.04
tpcds_q85/duckdb:duckdb	23611657	23488672	1.01
tpcds_q86/duckdb:duckdb	10370195	10830590	0.96
tpcds_q87/duckdb:duckdb	33002655	32415140	1.02
tpcds_q88/duckdb:duckdb	23662957	23887362	0.99
tpcds_q89/duckdb:duckdb	13938381	12932643	1.08
tpcds_q90/duckdb:duckdb	5234449	5421748	0.97
tpcds_q91/duckdb:duckdb	13008564	12300931	1.06
tpcds_q92/duckdb:duckdb	8717805	9521429	0.92
tpcds_q93/duckdb:duckdb	22218190	21190157	1.05
tpcds_q94/duckdb:duckdb	12019070	12755850	0.94
tpcds_q95/duckdb:duckdb	128804169	123531122	1.04
tpcds_q96/duckdb:duckdb	4446787	4522543	0.98
tpcds_q97/duckdb:duckdb	30503573	29172624	1.05
tpcds_q98/duckdb:duckdb	13415664	13072864	1.03
tpcds_q99/duckdb:duckdb	15926739	15913797	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.9%	-2.1%	+5.1%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+8.6%	-2.1%	+11.0%	+10.6%	🚨 regression
1	duckdb:duckdb	+2.7%	-2.1%	+4.9%	+14.2%	➖ noise
1	duckdb:vortex-compact	-26.5%	-2.1%	-24.9%	+19.1%	✅ faster
1	duckdb:vortex-file-compressed	-29.7%	-2.1%	-28.2%	+10.7%	✅ faster
2	datafusion:vortex-compact	-1.0%	-1.2%	+0.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+2.4%	-1.2%	+3.7%	+13.6%	➖ noise
2	duckdb:duckdb	-9.5%	-1.2%	-8.4%	+12.7%	➖ noise
2	duckdb:vortex-compact	+19.9%	-1.2%	+21.4%	+10.0%	🚨 regression
2	duckdb:vortex-file-compressed	+12.2%	-1.2%	+13.6%	+10.9%	🚨 regression
3	datafusion:vortex-compact	+0.9%	+1.9%	-1.0%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+3.0%	+1.9%	+1.1%	+10.5%	➖ noise
3	duckdb:duckdb	-5.0%	+1.9%	-6.8%	+16.9%	➖ noise
3	duckdb:vortex-compact	-2.0%	+1.9%	-3.9%	+13.4%	➖ noise
3	duckdb:vortex-file-compressed	-6.6%	+1.9%	-8.3%	+13.4%	➖ noise
4	datafusion:vortex-compact	-1.3%	-1.8%	+0.5%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.1%	-1.8%	+1.9%	+10.0%	➖ noise
4	duckdb:duckdb	-0.3%	-1.8%	+1.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	-16.0%	-1.8%	-14.5%	+16.0%	✅ faster
4	duckdb:vortex-file-compressed	-19.4%	-1.8%	-17.9%	+10.0%	✅ faster
5	datafusion:vortex-compact	-6.1%	-0.5%	-5.6%	+12.4%	➖ noise
5	datafusion:vortex-file-compressed	-0.5%	-0.5%	+0.0%	+10.0%	➖ noise
5	duckdb:duckdb	+5.3%	-0.5%	+5.9%	+15.8%	➖ noise
5	duckdb:vortex-compact	-5.5%	-0.5%	-5.0%	+12.5%	➖ noise
5	duckdb:vortex-file-compressed	+2.2%	-0.5%	+2.7%	+13.2%	➖ noise
6	datafusion:vortex-compact	-1.5%	-3.9%	+2.5%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.0%	-3.9%	+3.1%	+10.0%	➖ noise
6	duckdb:duckdb	+1.5%	-3.9%	+5.7%	+14.6%	➖ noise
6	duckdb:vortex-compact	+3.9%	-3.9%	+8.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.1%	-3.9%	+0.9%	+10.0%	➖ noise
7	datafusion:vortex-compact	+0.2%	+6.4%	-5.8%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+8.4%	+6.4%	+1.9%	+10.0%	➖ noise
7	duckdb:duckdb	-2.2%	+6.4%	-8.0%	+18.1%	➖ noise
7	duckdb:vortex-compact	+29.8%	+6.4%	+22.1%	+10.0%	🚨 regression
7	duckdb:vortex-file-compressed	+20.0%	+6.4%	+12.8%	+10.0%	🚨 regression
8	datafusion:vortex-compact	+0.1%	+5.0%	-4.6%	+15.1%	➖ noise
8	datafusion:vortex-file-compressed	-0.4%	+5.0%	-5.1%	+10.5%	➖ noise
8	duckdb:duckdb	-2.9%	+5.0%	-7.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	+116.7%	+5.0%	+106.4%	+11.5%	🚨 regression
8	duckdb:vortex-file-compressed	+51.0%	+5.0%	+43.8%	+10.0%	🚨 regression
9	datafusion:vortex-compact	-1.5%	+2.4%	-3.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+1.0%	+2.4%	-1.4%	+10.0%	➖ noise
9	duckdb:duckdb	-2.2%	+2.4%	-4.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	-74.0%	+2.4%	-74.6%	+10.0%	✅ faster
9	duckdb:vortex-file-compressed	-60.0%	+2.4%	-61.0%	+10.0%	✅ faster
10	datafusion:vortex-compact	-1.0%	+0.0%	-1.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+0.3%	+0.0%	+0.3%	+10.0%	➖ noise
10	duckdb:duckdb	+2.0%	+0.0%	+2.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	+17.8%	+0.0%	+17.7%	+10.0%	🚨 regression
10	duckdb:vortex-file-compressed	+5.9%	+0.0%	+5.8%	+10.0%	➖ noise
11	datafusion:vortex-compact	-0.5%	-1.1%	+0.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.0%	-1.1%	+0.1%	+10.0%	➖ noise
11	duckdb:duckdb	-5.7%	-1.1%	-4.6%	+10.0%	➖ noise
11	duckdb:vortex-compact	-14.7%	-1.1%	-13.7%	+10.7%	✅ faster
11	duckdb:vortex-file-compressed	-26.6%	-1.1%	-25.8%	+10.0%	✅ faster
12	datafusion:vortex-compact	-0.5%	-3.0%	+2.6%	+14.2%	➖ noise
12	datafusion:vortex-file-compressed	-8.7%	-3.0%	-5.8%	+11.0%	➖ noise
12	duckdb:duckdb	-2.7%	-3.0%	+0.3%	+10.9%	➖ noise
12	duckdb:vortex-compact	+24.0%	-3.0%	+27.8%	+15.4%	🚨 regression
12	duckdb:vortex-file-compressed	+0.1%	-3.0%	+3.2%	+13.3%	➖ noise
13	datafusion:vortex-compact	-3.2%	+1.8%	-5.0%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.5%	+1.8%	-1.3%	+10.0%	➖ noise
13	duckdb:duckdb	-0.6%	+1.8%	-2.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	+62.3%	+1.8%	+59.4%	+10.0%	🚨 regression
13	duckdb:vortex-file-compressed	+65.6%	+1.8%	+62.6%	+10.0%	🚨 regression
14	datafusion:vortex-compact	-0.4%	-2.6%	+2.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.3%	-2.6%	+4.1%	+10.0%	➖ noise
14	duckdb:duckdb	-1.4%	-2.6%	+1.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+28.8%	-2.6%	+32.3%	+10.9%	🚨 regression
14	duckdb:vortex-file-compressed	+21.5%	-2.6%	+24.8%	+10.4%	🚨 regression
15	datafusion:vortex-compact	-4.2%	-3.5%	-0.7%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.6%	-3.5%	+6.3%	+10.0%	➖ noise
15	duckdb:duckdb	+3.3%	-3.5%	+7.0%	+11.3%	➖ noise
15	duckdb:vortex-compact	-27.2%	-3.5%	-24.6%	+15.0%	✅ faster
15	duckdb:vortex-file-compressed	-35.7%	-3.5%	-33.4%	+17.6%	✅ faster
16	datafusion:vortex-compact	-1.5%	-4.7%	+3.3%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+4.7%	-4.7%	+9.9%	+10.0%	➖ noise
16	duckdb:duckdb	-7.5%	-4.7%	-3.0%	+11.9%	➖ noise
16	duckdb:vortex-compact	+17.0%	-4.7%	+22.7%	+10.0%	🚨 regression
16	duckdb:vortex-file-compressed	+22.7%	-4.7%	+28.7%	+11.8%	🚨 regression
17	datafusion:vortex-compact	+1.4%	-3.4%	+4.9%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+2.1%	-3.4%	+5.6%	+10.0%	➖ noise
17	duckdb:duckdb	-5.6%	-3.4%	-2.3%	+10.0%	➖ noise
17	duckdb:vortex-compact	+9.3%	-3.4%	+13.1%	+10.0%	🚨 regression
17	duckdb:vortex-file-compressed	+12.2%	-3.4%	+16.1%	+13.8%	🚨 regression
18	datafusion:vortex-compact	-0.3%	+1.2%	-1.4%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-3.2%	+1.2%	-4.3%	+10.0%	➖ noise
18	duckdb:duckdb	+1.1%	+1.2%	-0.1%	+10.0%	➖ noise
18	duckdb:vortex-compact	-0.9%	+1.2%	-2.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+7.0%	+1.2%	+5.8%	+10.0%	➖ noise
19	datafusion:vortex-compact	+2.5%	+1.8%	+0.7%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+2.4%	+1.8%	+0.6%	+10.0%	➖ noise
19	duckdb:duckdb	-6.1%	+1.8%	-7.7%	+12.9%	➖ noise
19	duckdb:vortex-compact	+249.1%	+1.8%	+243.1%	+10.0%	🚨 regression
19	duckdb:vortex-file-compressed	+239.9%	+1.8%	+234.0%	+11.0%	🚨 regression
20	datafusion:vortex-compact	-2.2%	-0.6%	-1.6%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.8%	-0.6%	-1.2%	+10.0%	➖ noise
20	duckdb:duckdb	-4.9%	-0.6%	-4.3%	+14.1%	➖ noise
20	duckdb:vortex-compact	+13.3%	-0.6%	+14.0%	+10.9%	🚨 regression
20	duckdb:vortex-file-compressed	+1.0%	-0.6%	+1.7%	+28.3%	➖ noise
21	datafusion:vortex-compact	+3.5%	+4.5%	-1.0%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+4.2%	+4.5%	-0.3%	+10.0%	➖ noise
21	duckdb:duckdb	-6.9%	+4.5%	-10.9%	+16.6%	➖ noise
21	duckdb:vortex-compact	-17.7%	+4.5%	-21.2%	+16.5%	✅ faster
21	duckdb:vortex-file-compressed	-6.5%	+4.5%	-10.5%	+11.6%	✅ faster
22	datafusion:vortex-compact	+2.1%	-6.3%	+9.0%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+4.5%	-6.3%	+11.5%	+10.0%	🚨 regression
22	duckdb:duckdb	-4.7%	-6.3%	+1.7%	+12.3%	➖ noise
22	duckdb:vortex-compact	-4.8%	-6.3%	+1.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.8%	-6.3%	+5.8%	+10.0%	➖ noise
23	datafusion:vortex-compact	-1.0%	-0.6%	-0.4%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	-0.5%	-0.6%	+0.2%	+10.0%	➖ noise
23	duckdb:duckdb	-3.2%	-0.6%	-2.5%	+14.4%	➖ noise
23	duckdb:vortex-compact	+34.6%	-0.6%	+35.5%	+10.0%	🚨 regression
23	duckdb:vortex-file-compressed	+31.8%	-0.6%	+32.7%	+12.2%	🚨 regression
24	datafusion:vortex-compact	+2.5%	-0.1%	+2.6%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-0.5%	-0.1%	-0.4%	+10.0%	➖ noise
24	duckdb:duckdb	-4.2%	-0.1%	-4.2%	+10.0%	➖ noise
24	duckdb:vortex-compact	+27.6%	-0.1%	+27.7%	+10.0%	🚨 regression
24	duckdb:vortex-file-compressed	+20.4%	-0.1%	+20.6%	+10.0%	🚨 regression
25	datafusion:vortex-compact	+4.1%	-1.5%	+5.7%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+0.4%	-1.5%	+1.9%	+10.0%	➖ noise
25	duckdb:duckdb	+1.5%	-1.5%	+3.0%	+10.0%	➖ noise
25	duckdb:vortex-compact	+24.4%	-1.5%	+26.3%	+10.0%	🚨 regression
25	duckdb:vortex-file-compressed	+17.0%	-1.5%	+18.8%	+10.0%	🚨 regression
26	datafusion:vortex-compact	+1.5%	-4.0%	+5.8%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-0.8%	-4.0%	+3.4%	+10.0%	➖ noise
26	duckdb:duckdb	+13.3%	-4.0%	+18.1%	+14.8%	🚨 regression
26	duckdb:vortex-compact	-23.7%	-4.0%	-20.5%	+12.4%	✅ faster
26	duckdb:vortex-file-compressed	-37.0%	-4.0%	-34.4%	+12.4%	✅ faster
27	datafusion:vortex-compact	+0.2%	-0.3%	+0.6%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+2.1%	-0.3%	+2.4%	+10.0%	➖ noise
27	duckdb:duckdb	-7.1%	-0.3%	-6.8%	+17.5%	➖ noise
27	duckdb:vortex-compact	+49.9%	-0.3%	+50.4%	+10.0%	🚨 regression
27	duckdb:vortex-file-compressed	+31.5%	-0.3%	+32.0%	+10.0%	🚨 regression
28	datafusion:vortex-compact	-1.1%	-0.8%	-0.3%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+3.5%	-0.8%	+4.3%	+10.0%	➖ noise
28	duckdb:duckdb	-2.3%	-0.8%	-1.6%	+10.0%	➖ noise
28	duckdb:vortex-compact	-79.0%	-0.8%	-78.9%	+10.0%	✅ faster
28	duckdb:vortex-file-compressed	-59.1%	-0.8%	-58.8%	+14.1%	✅ faster
29	datafusion:vortex-compact	-0.2%	-3.1%	+3.0%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-4.3%	-3.1%	-1.3%	+10.0%	➖ noise
29	duckdb:duckdb	-2.6%	-3.1%	+0.5%	+11.1%	➖ noise
29	duckdb:vortex-compact	+29.8%	-3.1%	+33.9%	+10.5%	🚨 regression
29	duckdb:vortex-file-compressed	+37.8%	-3.1%	+42.2%	+16.2%	🚨 regression
30	datafusion:vortex-compact	+5.4%	-1.3%	+6.8%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	+1.1%	-1.3%	+2.4%	+10.0%	➖ noise
30	duckdb:duckdb	-7.7%	-1.3%	-6.5%	+10.1%	➖ noise
30	duckdb:vortex-compact	+11.8%	-1.3%	+13.2%	+10.0%	🚨 regression
30	duckdb:vortex-file-compressed	-2.1%	-1.3%	-0.8%	+15.2%	➖ noise
31	datafusion:vortex-compact	+0.3%	+1.0%	-0.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-1.1%	+1.0%	-2.1%	+10.0%	➖ noise
31	duckdb:duckdb	-3.7%	+1.0%	-4.7%	+11.3%	➖ noise
31	duckdb:vortex-compact	+34.6%	+1.0%	+33.2%	+10.0%	🚨 regression
31	duckdb:vortex-file-compressed	+2.7%	+1.0%	+1.7%	+10.0%	➖ noise
32	datafusion:vortex-compact	+2.2%	-2.0%	+4.2%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+0.6%	-2.0%	+2.6%	+10.1%	➖ noise
32	duckdb:duckdb	+1.9%	-2.0%	+3.9%	+15.5%	➖ noise
32	duckdb:vortex-compact	+10.0%	-2.0%	+12.2%	+10.0%	🚨 regression
32	duckdb:vortex-file-compressed	-2.7%	-2.0%	-0.8%	+10.0%	➖ noise
33	datafusion:vortex-compact	-0.0%	+0.4%	-0.4%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+0.2%	+0.4%	-0.2%	+10.0%	➖ noise
33	duckdb:duckdb	+0.3%	+0.4%	-0.1%	+10.4%	➖ noise
33	duckdb:vortex-compact	+45.2%	+0.4%	+44.7%	+10.0%	🚨 regression
33	duckdb:vortex-file-compressed	+82.5%	+0.4%	+81.9%	+10.0%	🚨 regression
34	datafusion:vortex-compact	-1.7%	+0.6%	-2.2%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-0.0%	+0.6%	-0.6%	+10.0%	➖ noise
34	duckdb:duckdb	+0.6%	+0.6%	+0.0%	+11.8%	➖ noise
34	duckdb:vortex-compact	+18.2%	+0.6%	+17.5%	+12.2%	🚨 regression
34	duckdb:vortex-file-compressed	+16.3%	+0.6%	+15.6%	+10.0%	🚨 regression
35	datafusion:vortex-compact	-0.3%	-2.0%	+1.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+0.4%	-2.0%	+2.5%	+10.0%	➖ noise
35	duckdb:duckdb	+9.2%	-2.0%	+11.5%	+16.8%	➖ noise
35	duckdb:vortex-compact	-7.1%	-2.0%	-5.2%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-17.8%	-2.0%	-16.1%	+10.0%	✅ faster
36	datafusion:vortex-compact	-3.6%	-1.3%	-2.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.7%	-1.3%	+3.1%	+10.0%	➖ noise
36	duckdb:duckdb	-2.7%	-1.3%	-1.4%	+11.2%	➖ noise
36	duckdb:vortex-compact	+15.9%	-1.3%	+17.4%	+13.8%	🚨 regression
36	duckdb:vortex-file-compressed	+5.6%	-1.3%	+7.0%	+10.0%	➖ noise
37	datafusion:vortex-compact	+0.3%	-2.6%	+2.9%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-2.2%	-2.6%	+0.3%	+10.3%	➖ noise
37	duckdb:duckdb	-3.6%	-2.6%	-1.0%	+16.4%	➖ noise
37	duckdb:vortex-compact	-27.0%	-2.6%	-25.1%	+11.2%	✅ faster
37	duckdb:vortex-file-compressed	-34.1%	-2.6%	-32.3%	+10.8%	✅ faster
38	datafusion:vortex-compact	+4.0%	-0.8%	+4.9%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-4.5%	-0.8%	-3.7%	+10.0%	➖ noise
38	duckdb:duckdb	+3.1%	-0.8%	+4.0%	+21.2%	➖ noise
38	duckdb:vortex-compact	+12.1%	-0.8%	+13.0%	+19.8%	➖ noise
38	duckdb:vortex-file-compressed	+12.2%	-0.8%	+13.1%	+11.4%	🚨 regression
39	datafusion:vortex-compact	+1.4%	-0.5%	+1.9%	+16.8%	➖ noise
39	datafusion:vortex-file-compressed	-1.1%	-0.5%	-0.7%	+12.4%	➖ noise
39	duckdb:duckdb	-6.2%	-0.5%	-5.8%	+22.4%	➖ noise
39	duckdb:vortex-compact	-12.3%	-0.5%	-11.9%	+13.8%	➖ noise
39	duckdb:vortex-file-compressed	-0.6%	-0.5%	-0.1%	+15.6%	➖ noise
40	datafusion:vortex-compact	-0.4%	-2.4%	+2.0%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+1.6%	-2.4%	+4.1%	+10.1%	➖ noise
40	duckdb:duckdb	-2.8%	-2.4%	-0.4%	+21.1%	➖ noise
40	duckdb:vortex-compact	-0.2%	-2.4%	+2.2%	+10.5%	➖ noise
40	duckdb:vortex-file-compressed	-12.9%	-2.4%	-10.8%	+11.3%	✅ faster
41	datafusion:vortex-compact	-1.4%	-0.2%	-1.3%	+15.9%	➖ noise
41	datafusion:vortex-file-compressed	+1.8%	-0.2%	+2.0%	+15.6%	➖ noise
41	duckdb:duckdb	-5.6%	-0.2%	-5.4%	+10.0%	➖ noise
41	duckdb:vortex-compact	-27.0%	-0.2%	-26.9%	+10.0%	✅ faster
41	duckdb:vortex-file-compressed	-29.7%	-0.2%	-29.5%	+10.0%	✅ faster
42	datafusion:vortex-compact	+3.9%	-0.7%	+4.6%	+11.5%	➖ noise
42	datafusion:vortex-file-compressed	-3.8%	-0.7%	-3.2%	+10.0%	➖ noise
42	duckdb:duckdb	+1.5%	-0.7%	+2.2%	+13.5%	➖ noise
42	duckdb:vortex-compact	+41.3%	-0.7%	+42.3%	+17.4%	🚨 regression
42	duckdb:vortex-file-compressed	+6.7%	-0.7%	+7.4%	+14.0%	➖ noise
43	datafusion:vortex-compact	-0.4%	-2.7%	+2.4%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+1.9%	-2.7%	+4.7%	+10.0%	➖ noise
43	duckdb:duckdb	-2.4%	-2.7%	+0.4%	+10.0%	➖ noise
43	duckdb:vortex-compact	+16.0%	-2.7%	+19.2%	+12.2%	🚨 regression
43	duckdb:vortex-file-compressed	-6.7%	-2.7%	-4.1%	+10.0%	➖ noise
44	datafusion:vortex-compact	+0.1%	+0.2%	-0.1%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	-0.1%	+0.2%	-0.3%	+10.0%	➖ noise
44	duckdb:duckdb	-2.2%	+0.2%	-2.4%	+10.9%	➖ noise
44	duckdb:vortex-compact	-3.3%	+0.2%	-3.4%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-0.9%	+0.2%	-1.1%	+13.0%	➖ noise
45	datafusion:vortex-compact	-0.6%	+0.8%	-1.4%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+1.6%	+0.8%	+0.8%	+10.0%	➖ noise
45	duckdb:duckdb	-3.9%	+0.8%	-4.6%	+10.0%	➖ noise
45	duckdb:vortex-compact	+20.8%	+0.8%	+19.9%	+11.6%	🚨 regression
45	duckdb:vortex-file-compressed	+3.4%	+0.8%	+2.6%	+14.7%	➖ noise
46	datafusion:vortex-compact	-1.5%	-0.1%	-1.4%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-2.5%	-0.1%	-2.4%	+10.0%	➖ noise
46	duckdb:duckdb	-1.4%	-0.1%	-1.2%	+10.0%	➖ noise
46	duckdb:vortex-compact	+4.1%	-0.1%	+4.3%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-21.0%	-0.1%	-20.9%	+10.0%	✅ faster
47	datafusion:vortex-compact	+1.2%	-0.3%	+1.5%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	-0.2%	-0.3%	+0.0%	+10.0%	➖ noise
47	duckdb:duckdb	-0.8%	-0.3%	-0.5%	+10.0%	➖ noise
47	duckdb:vortex-compact	+22.1%	-0.3%	+22.4%	+10.0%	🚨 regression
47	duckdb:vortex-file-compressed	+5.3%	-0.3%	+5.5%	+11.5%	➖ noise
48	datafusion:vortex-compact	-3.2%	-0.3%	-2.9%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-2.3%	-0.3%	-2.0%	+10.0%	➖ noise
48	duckdb:duckdb	-0.4%	-0.3%	-0.1%	+10.0%	➖ noise
48	duckdb:vortex-compact	+73.7%	-0.3%	+74.2%	+10.0%	🚨 regression
48	duckdb:vortex-file-compressed	+55.7%	-0.3%	+56.2%	+10.0%	🚨 regression
49	datafusion:vortex-compact	+0.5%	-2.0%	+2.5%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	-0.4%	-2.0%	+1.6%	+10.0%	➖ noise
49	duckdb:duckdb	+0.3%	-2.0%	+2.3%	+15.0%	➖ noise
49	duckdb:vortex-compact	+19.1%	-2.0%	+21.5%	+10.0%	🚨 regression
49	duckdb:vortex-file-compressed	+17.8%	-2.0%	+20.2%	+21.6%	➖ noise
50	datafusion:vortex-compact	+5.3%	-1.6%	+7.0%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+5.7%	-1.6%	+7.4%	+10.0%	➖ noise
50	duckdb:duckdb	-2.1%	-1.6%	-0.5%	+12.4%	➖ noise
50	duckdb:vortex-compact	+31.3%	-1.6%	+33.4%	+10.0%	🚨 regression
50	duckdb:vortex-file-compressed	+19.7%	-1.6%	+21.7%	+10.0%	🚨 regression
51	datafusion:vortex-compact	-1.5%	-0.2%	-1.3%	+11.7%	➖ noise
51	datafusion:vortex-file-compressed	-0.9%	-0.2%	-0.7%	+11.7%	➖ noise
51	duckdb:duckdb	+2.1%	-0.2%	+2.3%	+17.4%	➖ noise
51	duckdb:vortex-compact	-3.3%	-0.2%	-3.0%	+12.3%	➖ noise
51	duckdb:vortex-file-compressed	-4.6%	-0.2%	-4.4%	+20.8%	➖ noise
52	datafusion:vortex-compact	-3.9%	-3.0%	-0.9%	+12.9%	➖ noise
52	datafusion:vortex-file-compressed	+1.9%	-3.0%	+5.1%	+13.1%	➖ noise
52	duckdb:duckdb	-5.7%	-3.0%	-2.8%	+19.1%	➖ noise
52	duckdb:vortex-compact	+33.4%	-3.0%	+37.5%	+18.1%	🚨 regression
52	duckdb:vortex-file-compressed	+1.5%	-3.0%	+4.6%	+16.2%	➖ noise
53	datafusion:vortex-compact	+3.5%	-2.1%	+5.7%	+10.1%	➖ noise
53	datafusion:vortex-file-compressed	-3.9%	-2.1%	-1.9%	+10.5%	➖ noise
53	duckdb:duckdb	+0.1%	-2.1%	+2.3%	+12.4%	➖ noise
53	duckdb:vortex-compact	+52.2%	-2.1%	+55.4%	+10.0%	🚨 regression
53	duckdb:vortex-file-compressed	+31.7%	-2.1%	+34.5%	+10.0%	🚨 regression
54	datafusion:vortex-compact	-1.2%	+3.7%	-4.7%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+1.3%	+3.7%	-2.3%	+10.0%	➖ noise
54	duckdb:duckdb	-5.1%	+3.7%	-8.5%	+29.0%	➖ noise
54	duckdb:vortex-compact	+8.2%	+3.7%	+4.3%	+10.7%	➖ noise
54	duckdb:vortex-file-compressed	+4.7%	+3.7%	+1.0%	+10.0%	➖ noise
55	datafusion:vortex-compact	+4.8%	-0.9%	+5.7%	+10.4%	➖ noise
55	datafusion:vortex-file-compressed	-1.9%	-0.9%	-0.9%	+10.4%	➖ noise
55	duckdb:duckdb	+1.2%	-0.9%	+2.1%	+13.9%	➖ noise
55	duckdb:vortex-compact	+32.6%	-0.9%	+33.8%	+10.5%	🚨 regression
55	duckdb:vortex-file-compressed	+14.0%	-0.9%	+15.1%	+14.7%	🚨 regression
56	datafusion:vortex-compact	+2.2%	-2.2%	+4.5%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-1.3%	-2.2%	+1.0%	+10.0%	➖ noise
56	duckdb:duckdb	+0.8%	-2.2%	+3.0%	+11.8%	➖ noise
56	duckdb:vortex-compact	+19.3%	-2.2%	+22.0%	+10.0%	🚨 regression
56	duckdb:vortex-file-compressed	+41.1%	-2.2%	+44.3%	+10.0%	🚨 regression
57	datafusion:vortex-compact	+2.0%	-4.4%	+6.7%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	-1.9%	-4.4%	+2.6%	+10.0%	➖ noise
57	duckdb:duckdb	-1.3%	-4.4%	+3.3%	+10.0%	➖ noise
57	duckdb:vortex-compact	+8.4%	-4.4%	+13.4%	+10.5%	🚨 regression
57	duckdb:vortex-file-compressed	+20.6%	-4.4%	+26.1%	+22.8%	🚨 regression
58	datafusion:vortex-compact	+0.8%	-3.1%	+4.0%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	-0.2%	-3.1%	+2.9%	+10.0%	➖ noise
58	duckdb:duckdb	+5.0%	-3.1%	+8.3%	+20.1%	➖ noise
58	duckdb:vortex-compact	-1.3%	-3.1%	+1.9%	+11.6%	➖ noise
58	duckdb:vortex-file-compressed	-4.0%	-3.1%	-1.0%	+12.2%	➖ noise
59	datafusion:vortex-compact	+2.0%	+0.1%	+1.9%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-0.3%	+0.1%	-0.4%	+10.0%	➖ noise
59	duckdb:duckdb	-0.5%	+0.1%	-0.6%	+10.0%	➖ noise
59	duckdb:vortex-compact	+0.7%	+0.1%	+0.6%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-1.2%	+0.1%	-1.3%	+10.0%	➖ noise
60	datafusion:vortex-compact	+1.2%	-1.3%	+2.5%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	-4.4%	-1.3%	-3.1%	+10.0%	➖ noise
60	duckdb:duckdb	+6.0%	-1.3%	+7.4%	+10.0%	➖ noise
60	duckdb:vortex-compact	+10.9%	-1.3%	+12.4%	+10.0%	🚨 regression
60	duckdb:vortex-file-compressed	+36.9%	-1.3%	+38.7%	+10.0%	🚨 regression
61	datafusion:vortex-compact	-0.1%	-0.9%	+0.8%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-4.2%	-0.9%	-3.3%	+10.0%	➖ noise
61	duckdb:duckdb	+0.3%	-0.9%	+1.2%	+10.0%	➖ noise
61	duckdb:vortex-compact	+24.8%	-0.9%	+26.0%	+10.0%	🚨 regression
61	duckdb:vortex-file-compressed	-1.0%	-0.9%	-0.0%	+10.0%	➖ noise
62	datafusion:vortex-compact	+3.9%	-2.3%	+6.4%	+13.6%	➖ noise
62	datafusion:vortex-file-compressed	-3.7%	-2.3%	-1.4%	+17.5%	➖ noise
62	duckdb:duckdb	+1.3%	-2.3%	+3.7%	+21.2%	➖ noise
62	duckdb:vortex-compact	+57.2%	-2.3%	+60.9%	+20.9%	🚨 regression
62	duckdb:vortex-file-compressed	+31.4%	-2.3%	+34.5%	+25.1%	🚨 regression
63	datafusion:vortex-compact	+3.2%	-3.3%	+6.8%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+3.2%	-3.3%	+6.7%	+12.6%	➖ noise
63	duckdb:duckdb	+1.0%	-3.3%	+4.5%	+10.0%	➖ noise
63	duckdb:vortex-compact	+49.6%	-3.3%	+54.8%	+25.0%	🚨 regression
63	duckdb:vortex-file-compressed	+30.8%	-3.3%	+35.3%	+11.8%	🚨 regression
64	datafusion:vortex-compact	+0.5%	-0.2%	+0.8%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+0.8%	-0.2%	+1.0%	+10.0%	➖ noise
64	duckdb:duckdb	-0.7%	-0.2%	-0.5%	+10.0%	➖ noise
64	duckdb:vortex-compact	+66.6%	-0.2%	+67.0%	+10.0%	🚨 regression
64	duckdb:vortex-file-compressed	+60.8%	-0.2%	+61.2%	+10.0%	🚨 regression
65	datafusion:vortex-compact	-1.5%	-1.5%	-0.0%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+3.4%	-1.5%	+5.0%	+10.3%	➖ noise
65	duckdb:duckdb	+7.4%	-1.5%	+9.0%	+15.6%	➖ noise
65	duckdb:vortex-compact	+10.1%	-1.5%	+11.8%	+10.2%	🚨 regression
65	duckdb:vortex-file-compressed	-3.3%	-1.5%	-1.8%	+12.5%	➖ noise
66	datafusion:vortex-compact	-1.7%	-4.9%	+3.4%	+10.0%	➖ noise
66	datafusion:vortex-file-compressed	+6.7%	-4.9%	+12.2%	+11.6%	🚨 regression
66	duckdb:duckdb	+2.6%	-4.9%	+7.9%	+12.7%	➖ noise
66	duckdb:vortex-compact	+17.6%	-4.9%	+23.6%	+15.5%	🚨 regression
66	duckdb:vortex-file-compressed	+8.5%	-4.9%	+14.0%	+19.7%	➖ noise
67	datafusion:vortex-compact	-3.4%	+0.6%	-4.0%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-0.5%	+0.6%	-1.0%	+10.0%	➖ noise
67	duckdb:duckdb	-0.2%	+0.6%	-0.8%	+10.0%	➖ noise
67	duckdb:vortex-compact	+3.3%	+0.6%	+2.7%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+0.9%	+0.6%	+0.3%	+10.0%	➖ noise
68	datafusion:vortex-compact	+1.0%	-1.3%	+2.4%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-2.0%	-1.3%	-0.7%	+10.0%	➖ noise
68	duckdb:duckdb	-0.1%	-1.3%	+1.2%	+10.0%	➖ noise
68	duckdb:vortex-compact	+6.5%	-1.3%	+7.9%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-6.4%	-1.3%	-5.2%	+10.0%	➖ noise
69	datafusion:vortex-compact	-0.5%	+0.9%	-1.4%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+6.0%	+0.9%	+5.1%	+10.0%	➖ noise
69	duckdb:duckdb	-6.1%	+0.9%	-7.0%	+10.0%	➖ noise
69	duckdb:vortex-compact	+26.2%	+0.9%	+25.1%	+10.0%	🚨 regression
69	duckdb:vortex-file-compressed	+6.4%	+0.9%	+5.5%	+13.9%	➖ noise
70	datafusion:vortex-compact	+1.5%	-0.1%	+1.6%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+7.7%	-0.1%	+7.9%	+10.5%	➖ noise
70	duckdb:duckdb	+3.3%	-0.1%	+3.4%	+13.1%	➖ noise
70	duckdb:vortex-compact	+78.2%	-0.1%	+78.5%	+10.0%	🚨 regression
70	duckdb:vortex-file-compressed	+55.0%	-0.1%	+55.2%	+23.6%	🚨 regression
71	datafusion:vortex-compact	+1.3%	-2.3%	+3.7%	+15.7%	➖ noise
71	datafusion:vortex-file-compressed	-3.1%	-2.3%	-0.8%	+16.5%	➖ noise
71	duckdb:duckdb	+8.7%	-2.3%	+11.3%	+19.5%	➖ noise
71	duckdb:vortex-compact	+25.4%	-2.3%	+28.3%	+18.9%	🚨 regression
71	duckdb:vortex-file-compressed	+13.6%	-2.3%	+16.2%	+17.0%	➖ noise
72	datafusion:vortex-compact	-1.3%	-1.1%	-0.3%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-1.8%	-1.1%	-0.8%	+10.0%	➖ noise
72	duckdb:duckdb	+1.3%	-1.1%	+2.4%	+12.2%	➖ noise
72	duckdb:vortex-compact	-9.8%	-1.1%	-8.9%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-8.7%	-1.1%	-7.7%	+10.0%	➖ noise
73	datafusion:vortex-compact	+0.3%	+3.7%	-3.3%	+19.3%	➖ noise
73	datafusion:vortex-file-compressed	-2.6%	+3.7%	-6.1%	+13.9%	➖ noise
73	duckdb:duckdb	+4.9%	+3.7%	+1.2%	+10.0%	➖ noise
73	duckdb:vortex-compact	+6.4%	+3.7%	+2.6%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+7.4%	+3.7%	+3.6%	+10.6%	➖ noise
74	datafusion:vortex-compact	-2.1%	-0.2%	-1.9%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	-0.5%	-0.2%	-0.3%	+10.0%	➖ noise
74	duckdb:duckdb	-1.4%	-0.2%	-1.2%	+10.0%	➖ noise
74	duckdb:vortex-compact	-12.1%	-0.2%	-11.9%	+10.1%	✅ faster
74	duckdb:vortex-file-compressed	-19.5%	-0.2%	-19.3%	+10.0%	✅ faster
75	datafusion:vortex-compact	+0.2%	+1.7%	-1.4%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+0.6%	+1.7%	-1.1%	+10.0%	➖ noise
75	duckdb:duckdb	+2.3%	+1.7%	+0.6%	+10.0%	➖ noise
75	duckdb:vortex-compact	-5.8%	+1.7%	-7.4%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	-15.2%	+1.7%	-16.6%	+11.1%	✅ faster
76	datafusion:vortex-compact	+2.0%	-1.1%	+3.1%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	+2.3%	-1.1%	+3.5%	+10.0%	➖ noise
76	duckdb:duckdb	+7.1%	-1.1%	+8.3%	+16.8%	➖ noise
76	duckdb:vortex-compact	+1.3%	-1.1%	+2.5%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-22.5%	-1.1%	-21.7%	+18.2%	✅ faster
77	datafusion:vortex-compact	-3.6%	-1.0%	-2.6%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-1.8%	-1.0%	-0.8%	+10.0%	➖ noise
77	duckdb:duckdb	+1.3%	-1.0%	+2.4%	+10.0%	➖ noise
77	duckdb:vortex-compact	-1.1%	-1.0%	-0.0%	+10.2%	➖ noise
77	duckdb:vortex-file-compressed	+8.9%	-1.0%	+10.0%	+10.0%	🚨 regression
78	datafusion:vortex-compact	-0.4%	+1.6%	-2.0%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	-1.1%	+1.6%	-2.6%	+10.0%	➖ noise
78	duckdb:duckdb	-4.0%	+1.6%	-5.5%	+10.3%	➖ noise
78	duckdb:vortex-compact	+12.4%	+1.6%	+10.7%	+10.0%	🚨 regression
78	duckdb:vortex-file-compressed	+2.2%	+1.6%	+0.6%	+10.0%	➖ noise
79	datafusion:vortex-compact	-2.2%	+1.6%	-3.7%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	-3.3%	+1.6%	-4.8%	+10.0%	➖ noise
79	duckdb:duckdb	-1.5%	+1.6%	-3.1%	+11.0%	➖ noise
79	duckdb:vortex-compact	+0.8%	+1.6%	-0.8%	+12.9%	➖ noise
79	duckdb:vortex-file-compressed	-19.8%	+1.6%	-21.1%	+12.4%	✅ faster
80	datafusion:vortex-compact	+0.8%	-2.2%	+3.1%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-0.7%	-2.2%	+1.5%	+10.0%	➖ noise
80	duckdb:duckdb	-2.6%	-2.2%	-0.4%	+11.4%	➖ noise
80	duckdb:vortex-compact	-1.4%	-2.2%	+0.8%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+7.7%	-2.2%	+10.1%	+10.0%	🚨 regression
81	datafusion:vortex-compact	+0.5%	-2.3%	+2.8%	+10.1%	➖ noise
81	datafusion:vortex-file-compressed	+2.5%	-2.3%	+4.9%	+10.0%	➖ noise
81	duckdb:duckdb	+2.8%	-2.3%	+5.1%	+10.0%	➖ noise
81	duckdb:vortex-compact	+6.0%	-2.3%	+8.4%	+10.1%	➖ noise
81	duckdb:vortex-file-compressed	+2.4%	-2.3%	+4.8%	+10.0%	➖ noise
82	datafusion:vortex-compact	-0.4%	-1.1%	+0.7%	+11.5%	➖ noise
82	datafusion:vortex-file-compressed	+1.3%	-1.1%	+2.4%	+10.0%	➖ noise
82	duckdb:duckdb	-5.7%	-1.1%	-4.7%	+14.0%	➖ noise
82	duckdb:vortex-compact	-16.1%	-1.1%	-15.2%	+10.2%	✅ faster
82	duckdb:vortex-file-compressed	-21.5%	-1.1%	-20.7%	+14.2%	✅ faster
83	datafusion:vortex-compact	-1.7%	-4.2%	+2.6%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-5.8%	-4.2%	-1.7%	+10.0%	➖ noise
83	duckdb:duckdb	+0.2%	-4.2%	+4.6%	+10.7%	➖ noise
83	duckdb:vortex-compact	+11.7%	-4.2%	+16.5%	+10.0%	🚨 regression
83	duckdb:vortex-file-compressed	+7.4%	-4.2%	+12.1%	+12.1%	🚨 regression
84	datafusion:vortex-compact	-4.0%	-1.6%	-2.5%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	+5.5%	-1.6%	+7.2%	+10.0%	➖ noise
84	duckdb:duckdb	+3.7%	-1.6%	+5.4%	+10.8%	➖ noise
84	duckdb:vortex-compact	+46.1%	-1.6%	+48.4%	+10.0%	🚨 regression
84	duckdb:vortex-file-compressed	+45.7%	-1.6%	+48.1%	+12.6%	🚨 regression
85	datafusion:vortex-compact	-0.8%	+1.8%	-2.5%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	-0.9%	+1.8%	-2.6%	+10.0%	➖ noise
85	duckdb:duckdb	+0.5%	+1.8%	-1.2%	+10.0%	➖ noise
85	duckdb:vortex-compact	+102837.8%	+1.8%	+101026.9%	+10.0%	🚨 regression
85	duckdb:vortex-file-compressed	+142061.0%	+1.8%	+139560.0%	+13.6%	🚨 regression
86	datafusion:vortex-compact	-2.5%	+1.7%	-4.1%	+10.6%	➖ noise
86	datafusion:vortex-file-compressed	+2.3%	+1.7%	+0.6%	+13.1%	➖ noise
86	duckdb:duckdb	-4.3%	+1.7%	-5.9%	+17.5%	➖ noise
86	duckdb:vortex-compact	+8.6%	+1.7%	+6.8%	+25.2%	➖ noise
86	duckdb:vortex-file-compressed	+1.5%	+1.7%	-0.2%	+15.4%	➖ noise
87	datafusion:vortex-compact	+2.1%	+0.1%	+2.1%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-0.9%	+0.1%	-1.0%	+10.0%	➖ noise
87	duckdb:duckdb	+1.8%	+0.1%	+1.8%	+17.0%	➖ noise
87	duckdb:vortex-compact	+3.6%	+0.1%	+3.6%	+10.0%	➖ noise
87	duckdb:vortex-file-compressed	+9.8%	+0.1%	+9.7%	+12.8%	➖ noise
88	datafusion:vortex-compact	-0.1%	-0.5%	+0.4%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-2.1%	-0.5%	-1.6%	+10.0%	➖ noise
88	duckdb:duckdb	-0.9%	-0.5%	-0.5%	+10.7%	➖ noise
88	duckdb:vortex-compact	-12.1%	-0.5%	-11.7%	+10.0%	✅ faster
88	duckdb:vortex-file-compressed	-6.4%	-0.5%	-5.9%	+10.0%	➖ noise
89	datafusion:vortex-compact	+2.3%	+2.2%	+0.0%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+1.5%	+2.2%	-0.7%	+10.0%	➖ noise
89	duckdb:duckdb	+7.8%	+2.2%	+5.4%	+10.6%	➖ noise
89	duckdb:vortex-compact	+50.4%	+2.2%	+47.2%	+11.5%	🚨 regression
89	duckdb:vortex-file-compressed	+31.2%	+2.2%	+28.3%	+10.6%	🚨 regression
90	datafusion:vortex-compact	-1.0%	-7.4%	+6.9%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-4.1%	-7.4%	+3.5%	+10.0%	➖ noise
90	duckdb:duckdb	-3.5%	-7.4%	+4.3%	+10.0%	➖ noise
90	duckdb:vortex-compact	-26.2%	-7.4%	-20.3%	+10.4%	✅ faster
90	duckdb:vortex-file-compressed	-20.3%	-7.4%	-13.9%	+11.2%	✅ faster
91	datafusion:vortex-compact	-5.7%	-1.9%	-3.8%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+4.6%	-1.9%	+6.7%	+10.0%	➖ noise
91	duckdb:duckdb	+5.8%	-1.9%	+7.8%	+15.0%	➖ noise
91	duckdb:vortex-compact	-0.8%	-1.9%	+1.1%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+10.4%	-1.9%	+12.5%	+12.1%	🚨 regression
92	datafusion:vortex-compact	-0.2%	-0.7%	+0.5%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	-1.5%	-0.7%	-0.7%	+10.0%	➖ noise
92	duckdb:duckdb	-8.4%	-0.7%	-7.8%	+13.8%	➖ noise
92	duckdb:vortex-compact	+106.2%	-0.7%	+107.7%	+22.9%	🚨 regression
92	duckdb:vortex-file-compressed	+40.3%	-0.7%	+41.3%	+14.9%	🚨 regression
93	datafusion:vortex-compact	+1.4%	-0.4%	+1.8%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-2.7%	-0.4%	-2.3%	+10.0%	➖ noise
93	duckdb:duckdb	+4.9%	-0.4%	+5.3%	+15.4%	➖ noise
93	duckdb:vortex-compact	+2.8%	-0.4%	+3.2%	+11.4%	➖ noise
93	duckdb:vortex-file-compressed	-6.4%	-0.4%	-6.1%	+14.1%	➖ noise
94	datafusion:vortex-compact	+1.0%	+1.9%	-0.9%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	+0.0%	+1.9%	-1.9%	+10.0%	➖ noise
94	duckdb:duckdb	-5.8%	+1.9%	-7.5%	+10.4%	➖ noise
94	duckdb:vortex-compact	+89.8%	+1.9%	+86.3%	+11.4%	🚨 regression
94	duckdb:vortex-file-compressed	+106.1%	+1.9%	+102.2%	+10.0%	🚨 regression
95	datafusion:vortex-compact	+1.0%	+7.3%	-5.9%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	+0.1%	+7.3%	-6.7%	+10.0%	➖ noise
95	duckdb:duckdb	+4.3%	+7.3%	-2.8%	+17.5%	➖ noise
95	duckdb:vortex-compact	+63.0%	+7.3%	+52.0%	+13.6%	🚨 regression
95	duckdb:vortex-file-compressed	+59.9%	+7.3%	+49.1%	+13.4%	🚨 regression
96	datafusion:vortex-compact	+1.6%	-0.3%	+1.9%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	-0.1%	-0.3%	+0.2%	+10.0%	➖ noise
96	duckdb:duckdb	-1.7%	-0.3%	-1.4%	+18.2%	➖ noise
96	duckdb:vortex-compact	+19.2%	-0.3%	+19.5%	+13.9%	🚨 regression
96	duckdb:vortex-file-compressed	+26.0%	-0.3%	+26.4%	+11.0%	🚨 regression
97	datafusion:vortex-compact	+1.0%	+2.4%	-1.3%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-1.1%	+2.4%	-3.4%	+10.0%	➖ noise
97	duckdb:duckdb	+4.6%	+2.4%	+2.1%	+12.0%	➖ noise
97	duckdb:vortex-compact	-5.3%	+2.4%	-7.5%	+14.2%	➖ noise
97	duckdb:vortex-file-compressed	+7.0%	+2.4%	+4.5%	+14.2%	➖ noise
98	datafusion:vortex-compact	-2.2%	+4.8%	-6.6%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	-0.5%	+4.8%	-5.1%	+11.5%	➖ noise
98	duckdb:duckdb	+2.6%	+4.8%	-2.1%	+14.1%	➖ noise
98	duckdb:vortex-compact	+27.8%	+4.8%	+21.9%	+10.8%	🚨 regression
98	duckdb:vortex-file-compressed	+7.9%	+4.8%	+3.0%	+13.4%	➖ noise
99	datafusion:vortex-compact	-0.0%	-2.1%	+2.2%	+11.9%	➖ noise
99	datafusion:vortex-file-compressed	+1.5%	-2.1%	+3.7%	+11.2%	➖ noise
99	duckdb:duckdb	+0.1%	-2.1%	+2.3%	+20.7%	➖ noise
99	duckdb:vortex-compact	+27.2%	-2.1%	+30.0%	+23.6%	🚨 regression
99	duckdb:vortex-file-compressed	+20.4%	-2.1%	+23.0%	+14.3%	🚨 regression

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.008x ➖
Parquet (geomean): 1.021x ➖

---

unknown / unknown (1.029x ➖, 1↑ 12↓)

name	PR a714ea6 (ns)	base 6c7eb33 (ns)	ratio (PR/base)
compress time/Arade	1237484365	1192465228	1.04
compress time/Bimbo	7355025877	7213034440	1.02
compress time/CMSprovider	3095277315	3047520263	1.02
compress time/Euro2016	471105825	440225989	1.07
compress time/Food	407467328	381713620	1.07
compress time/HashTags	836593959	830086957	1.01
compress time/TPC-H l_comment canonical	1357674081	1308362595	1.04
compress time/TPC-H l_comment chunked	1383324779	1312023091	1.05
compress time/taxi	741061618	712620318	1.04
compress time/wide table cols=100 chunks=1 rows=1000 🚨	13185723	10991248	1.20
compress time/wide table cols=100 chunks=50 rows=1000 🚨	13946425	12559926	1.11
compress time/wide table cols=1000 chunks=1 rows=1000	133340623	124328334	1.07
compress time/wide table cols=1000 chunks=50 rows=1000	135751851	126055475	1.08
compress time/wide table cols=10000 chunks=1 rows=1000	1298525498	1277710001	1.02
compress time/wide table cols=10000 chunks=50 rows=1000	1316371654	1247999567	1.05
decompress time/Arade	33834178	31530794	1.07
decompress time/Bimbo	127075773	117005399	1.09
decompress time/CMSprovider	93230195	85397745	1.09
decompress time/Euro2016 🚨	22534630	20286832	1.11
decompress time/Food	10095452	9593607	1.05
decompress time/HashTags	87329567	84561874	1.03
decompress time/TPC-H l_comment canonical	44493514	42985766	1.04
decompress time/TPC-H l_comment chunked	45294069	41296460	1.10
decompress time/taxi	23870335	22142872	1.08
decompress time/wide table cols=100 chunks=1 rows=1000	2787747	2789494	1.00
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	2959559	2572462	1.15
decompress time/wide table cols=1000 chunks=1 rows=1000	24124387	23162472	1.04
decompress time/wide table cols=1000 chunks=50 rows=1000	23891956	23555625	1.01
decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	263418167	236134308	1.12
decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	264426026	234125953	1.13
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	3204609485	3073940944	1.04
parquet_rs-zstd compress time/Bimbo	18086843941	17965777996	1.01
parquet_rs-zstd compress time/CMSprovider	8437136835	7865866143	1.07
parquet_rs-zstd compress time/Euro2016	1420621000	1355849804	1.05
parquet_rs-zstd compress time/Food	965954906	961002878	1.01
parquet_rs-zstd compress time/HashTags	2701905484	2490632946	1.08
parquet_rs-zstd compress time/TPC-H l_comment canonical	3247108907	3120980671	1.04
parquet_rs-zstd compress time/TPC-H l_comment chunked	3239188684	3124989708	1.04
parquet_rs-zstd compress time/taxi	1587123351	1564279731	1.01
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚨	8191339	6886670	1.19
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚨	8243558	6923912	1.19
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	92710669	89329012	1.04
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	93773980	87735584	1.07
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	906090322	914590375	0.99
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	910389436	933732154	0.98
parquet_rs-zstd decompress time/Arade	670523357	651035904	1.03
parquet_rs-zstd decompress time/Bimbo	1848649895	1767363062	1.05
parquet_rs-zstd decompress time/CMSprovider	2058418184	1953840587	1.05
parquet_rs-zstd decompress time/Euro2016	399218216	390226316	1.02
parquet_rs-zstd decompress time/Food	231280680	222759124	1.04
parquet_rs-zstd decompress time/HashTags 🚨	718592778	637684306	1.13
parquet_rs-zstd decompress time/TPC-H l_comment canonical	589681334	573953716	1.03
parquet_rs-zstd decompress time/TPC-H l_comment chunked	594057223	575696978	1.03
parquet_rs-zstd decompress time/taxi	258387244	249784627	1.03
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000 🚨	3070068	2671661	1.15
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2923676	2768292	1.06
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	34100096	33026245	1.03
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	34281090	32139629	1.07
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	375288872	379302110	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	375256517	374291778	1.00
vortex-file-compressed size/Arade	143589172	143589172	1.00
vortex-file-compressed size/Bimbo	510398836	510398836	1.00
vortex-file-compressed size/CMSprovider	448301188	448301188	1.00
vortex-file-compressed size/Euro2016	164458044	164458044	1.00
vortex-file-compressed size/Food	44206912	44206912	1.00
vortex-file-compressed size/HashTags	195860188	195860188	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179476760	179476760	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179476760	179476760	1.00
vortex-file-compressed size/taxi	51036356	51036356	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	884416	884416	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	884416	884416	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	8829616	8829616	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	8829616	8829616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	88317616	88317616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	88317616	88317616	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.00
vortex:parquet-zstd ratio compress time/Bimbo	0	0	1.01
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.95
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.02
vortex:parquet-zstd ratio compress time/Food	0	0	1.06
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.93
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.00
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.02
vortex:parquet-zstd ratio compress time/taxi	0	0	1.02
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	0.93
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.03
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.03
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.08
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.04
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.04
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.04
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.09
vortex:parquet-zstd ratio decompress time/Food	0	0	1.01
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.92
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.06
vortex:parquet-zstd ratio decompress time/taxi	0	0	1.04
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000 🚀	0	1	0.87
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	1	0	1.09
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	0.95
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	0	0	1.13
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	0	0	1.13
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