Add spans in compressor for perfetto

[connortsui20]

Summary

Tracking issue: #7216

Adds some more interesting spans to the compressor. This lets us use perfetto to visualize where time is being spent more easily. Also removes some noisy logs that don't tell us that much.

Also removes some tests that are probably useless.

Definitely gives us some interesting insights on things!

Testing

N/A

[codspeed-hq]

Merging this PR will not alter performance

✅ 1163 untouched benchmarks

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_{Comparing ct/compressor-perfetto (d4c70e0) with develop (75808d5)}

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	d4c70e0		1	Explore Profiling Data

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Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.007x ➖

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datafusion / vortex-file-compressed (1.007x ➖, 0↑ 1↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	122486472	122103514	1.00
polarsignals_q01/datafusion:vortex-file-compressed	261431527	278979373	0.94
polarsignals_q02/datafusion:vortex-file-compressed	23207154	23558355	0.99
polarsignals_q03/datafusion:vortex-file-compressed	264555078	269544474	0.98
polarsignals_q04/datafusion:vortex-file-compressed	12469545	12079999	1.03
polarsignals_q05/datafusion:vortex-file-compressed 🚨	16680818	15088817	1.11
polarsignals_q06/datafusion:vortex-file-compressed	19073863	18474774	1.03
polarsignals_q07/datafusion:vortex-file-compressed	13854372	13714064	1.01
polarsignals_q08/datafusion:vortex-file-compressed	359744563	360728786	1.00
polarsignals_q09/datafusion:vortex-file-compressed	11288147	11355646	0.99

[github-actions]

File Sizes: PolarSignals Profiling

No file size changes detected.

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.3%
Vortex (geomean): 1.007x ➖
Parquet (geomean): 1.031x ➖
Shifts: Parquet (control) +3.1% · Median polish +1.0%

---

datafusion / vortex-file-compressed (1.019x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5281501	5627352	0.94
fineweb_q01/datafusion:vortex-file-compressed	21405156	20534835	1.04
fineweb_q02/datafusion:vortex-file-compressed	22928853	22624421	1.01
fineweb_q03/datafusion:vortex-file-compressed	84969648	82796689	1.03
fineweb_q04/datafusion:vortex-file-compressed	237336494	226616655	1.05
fineweb_q05/datafusion:vortex-file-compressed	218942987	217767223	1.01
fineweb_q06/datafusion:vortex-file-compressed	57180518	52997431	1.08
fineweb_q07/datafusion:vortex-file-compressed	64079178	60805771	1.05
fineweb_q08/datafusion:vortex-file-compressed	22159152	22864452	0.97

datafusion / vortex-compact (1.017x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	6187634	5864846	1.06
fineweb_q01/datafusion:vortex-compact	126932974	125850988	1.01
fineweb_q02/datafusion:vortex-compact	127707905	128180846	1.00
fineweb_q03/datafusion:vortex-compact	1046337218	1023132763	1.02
fineweb_q04/datafusion:vortex-compact	1116453505	1091902848	1.02
fineweb_q05/datafusion:vortex-compact	947216113	948770999	1.00
fineweb_q06/datafusion:vortex-compact	520228011	523715047	0.99
fineweb_q07/datafusion:vortex-compact	538676997	535208580	1.01
fineweb_q08/datafusion:vortex-compact	20094937	19095928	1.05

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6773106	6345323	1.07
fineweb_q01/datafusion:parquet	284879603	285033581	1.00
fineweb_q02/datafusion:parquet	288558402	284550553	1.01
fineweb_q03/datafusion:parquet	293386014	285099532	1.03
fineweb_q04/datafusion:parquet	304339699	291662420	1.04
fineweb_q05/datafusion:parquet	297538151	292584431	1.02
fineweb_q06/datafusion:parquet	282590469	293988149	0.96
fineweb_q07/datafusion:parquet	283594666	278525135	1.02
fineweb_q08/datafusion:parquet	278907544	277469171	1.01

duckdb / vortex-file-compressed (1.017x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3283862	3143013	1.04
fineweb_q01/duckdb:vortex-file-compressed	23244925	22716049	1.02
fineweb_q02/duckdb:vortex-file-compressed	24460580	23268280	1.05
fineweb_q03/duckdb:vortex-file-compressed	156950711	159335603	0.99
fineweb_q04/duckdb:vortex-file-compressed	215207522	218270023	0.99
fineweb_q05/duckdb:vortex-file-compressed	213525410	215978891	0.99
fineweb_q06/duckdb:vortex-file-compressed	52463580	51808502	1.01
fineweb_q07/duckdb:vortex-file-compressed	54694978	54612814	1.00
fineweb_q08/duckdb:vortex-file-compressed	23287826	21942937	1.06

duckdb / vortex-compact (0.975x ➖, 1↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4010706	4192265	0.96
fineweb_q01/duckdb:vortex-compact 🚀	91561835	106830656	0.86
fineweb_q02/duckdb:vortex-compact	110087615	110266189	1.00
fineweb_q03/duckdb:vortex-compact	853706431	857116535	1.00
fineweb_q04/duckdb:vortex-compact	912878601	894538446	1.02
fineweb_q05/duckdb:vortex-compact	817502633	802205153	1.02
fineweb_q06/duckdb:vortex-compact	467158126	461448366	1.01
fineweb_q07/duckdb:vortex-compact	476725227	473562301	1.01
fineweb_q08/duckdb:vortex-compact	19912220	21624210	0.92

duckdb / parquet (1.045x ➖, 0↑ 2↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚨	30618512	25744632	1.19
fineweb_q01/duckdb:parquet	84917300	85246446	1.00
fineweb_q02/duckdb:parquet	85818956	83977252	1.02
fineweb_q03/duckdb:parquet	311927867	306996310	1.02
fineweb_q04/duckdb:parquet	442285521	437404249	1.01
fineweb_q05/duckdb:parquet	411365575	409205322	1.01
fineweb_q06/duckdb:parquet	198313183	197864535	1.00
fineweb_q07/duckdb:parquet	209059311	207871905	1.01
fineweb_q08/duckdb:parquet 🚨	33490973	28479514	1.18

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+5.5%	+12.7%	-6.4%	+47.6%	➖ noise
0	datafusion:vortex-file-compressed	-6.1%	+12.7%	-16.7%	+50.3%	➖ noise
0	duckdb:vortex-compact	-4.3%	+12.7%	-15.1%	+97.5%	➖ noise
0	duckdb:vortex-file-compressed	+4.5%	+12.7%	-7.3%	+85.7%	➖ noise
1	datafusion:vortex-compact	+0.9%	-0.2%	+1.1%	+12.0%	➖ noise
1	datafusion:vortex-file-compressed	+4.2%	-0.2%	+4.5%	+28.1%	➖ noise
1	duckdb:vortex-compact	-14.3%	-0.2%	-14.1%	+15.8%	✅ faster
1	duckdb:vortex-file-compressed	+2.3%	-0.2%	+2.6%	+63.4%	➖ noise
2	datafusion:vortex-compact	-0.4%	+1.8%	-2.1%	+12.8%	➖ noise
2	datafusion:vortex-file-compressed	+1.3%	+1.8%	-0.4%	+13.2%	➖ noise
2	duckdb:vortex-compact	-0.2%	+1.8%	-1.9%	+11.9%	➖ noise
2	duckdb:vortex-file-compressed	+5.1%	+1.8%	+3.3%	+12.2%	➖ noise
3	datafusion:vortex-compact	+2.3%	+2.3%	+0.0%	+11.9%	➖ noise
3	datafusion:vortex-file-compressed	+2.6%	+2.3%	+0.4%	+29.1%	➖ noise
3	duckdb:vortex-compact	-0.4%	+2.3%	-2.6%	+11.9%	➖ noise
3	duckdb:vortex-file-compressed	-1.5%	+2.3%	-3.7%	+34.0%	➖ noise
4	datafusion:vortex-compact	+2.2%	+2.7%	-0.5%	+11.9%	➖ noise
4	datafusion:vortex-file-compressed	+4.7%	+2.7%	+2.0%	+11.9%	➖ noise
4	duckdb:vortex-compact	+2.1%	+2.7%	-0.7%	+11.9%	➖ noise
4	duckdb:vortex-file-compressed	-1.4%	+2.7%	-4.0%	+11.9%	➖ noise
5	datafusion:vortex-compact	-0.2%	+1.1%	-1.3%	+11.9%	➖ noise
5	datafusion:vortex-file-compressed	+0.5%	+1.1%	-0.6%	+11.9%	➖ noise
5	duckdb:vortex-compact	+1.9%	+1.1%	+0.8%	+11.9%	➖ noise
5	duckdb:vortex-file-compressed	-1.1%	+1.1%	-2.2%	+11.9%	➖ noise
6	datafusion:vortex-compact	-0.7%	-1.8%	+1.2%	+11.9%	➖ noise
6	datafusion:vortex-file-compressed	+7.9%	-1.8%	+9.9%	+11.9%	➖ noise
6	duckdb:vortex-compact	+1.2%	-1.8%	+3.1%	+11.9%	➖ noise
6	duckdb:vortex-file-compressed	+1.3%	-1.8%	+3.2%	+11.9%	➖ noise
7	datafusion:vortex-compact	+0.6%	+1.2%	-0.5%	+11.9%	➖ noise
7	datafusion:vortex-file-compressed	+5.4%	+1.2%	+4.1%	+16.5%	➖ noise
7	duckdb:vortex-compact	+0.7%	+1.2%	-0.5%	+11.9%	➖ noise
7	duckdb:vortex-file-compressed	+0.2%	+1.2%	-1.0%	+11.9%	➖ noise
8	datafusion:vortex-compact	+5.2%	+8.7%	-3.2%	+41.6%	➖ noise
8	datafusion:vortex-file-compressed	-3.1%	+8.7%	-10.9%	+11.9%	✅ faster
8	duckdb:vortex-compact	-7.9%	+8.7%	-15.3%	+23.2%	➖ noise
8	duckdb:vortex-file-compressed	+6.1%	+8.7%	-2.4%	+13.1%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.7%
Vortex (geomean): 0.995x ➖
Parquet (geomean): 1.002x ➖
Shifts: Parquet (control) +0.2% · Median polish +0.0%

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	50434214	49856103	1.01
tpch_q02/datafusion:vortex-file-compressed	27856100	28054914	0.99
tpch_q03/datafusion:vortex-file-compressed	28913944	29262331	0.99
tpch_q04/datafusion:vortex-file-compressed	21576186	21281925	1.01
tpch_q05/datafusion:vortex-file-compressed	49171737	49980936	0.98
tpch_q06/datafusion:vortex-file-compressed	13484212	13467929	1.00
tpch_q07/datafusion:vortex-file-compressed	60745417	61025427	1.00
tpch_q08/datafusion:vortex-file-compressed	40575030	41127918	0.99
tpch_q09/datafusion:vortex-file-compressed	54885633	54291050	1.01
tpch_q10/datafusion:vortex-file-compressed	43237540	44792508	0.97
tpch_q11/datafusion:vortex-file-compressed	16406366	16155708	1.02
tpch_q12/datafusion:vortex-file-compressed	26500665	26387249	1.00
tpch_q13/datafusion:vortex-file-compressed	25088266	24953274	1.01
tpch_q14/datafusion:vortex-file-compressed	17261361	17698576	0.98
tpch_q15/datafusion:vortex-file-compressed	27995832	27616932	1.01
tpch_q16/datafusion:vortex-file-compressed	21030341	20796628	1.01
tpch_q17/datafusion:vortex-file-compressed	72231527	68935095	1.05
tpch_q18/datafusion:vortex-file-compressed	82827823	79654320	1.04
tpch_q19/datafusion:vortex-file-compressed	24978507	26229195	0.95
tpch_q20/datafusion:vortex-file-compressed	31184983	30070239	1.04
tpch_q21/datafusion:vortex-file-compressed	75674149	77247294	0.98
tpch_q22/datafusion:vortex-file-compressed	14415614	14666371	0.98

datafusion / vortex-compact (0.999x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	58564412	59444301	0.99
tpch_q02/datafusion:vortex-compact	31773028	31557979	1.01
tpch_q03/datafusion:vortex-compact	30257459	29833081	1.01
tpch_q04/datafusion:vortex-compact	23866424	24733253	0.96
tpch_q05/datafusion:vortex-compact	53291431	53131678	1.00
tpch_q06/datafusion:vortex-compact	15275840	14856702	1.03
tpch_q07/datafusion:vortex-compact	65449860	66327401	0.99
tpch_q08/datafusion:vortex-compact	46359026	45885766	1.01
tpch_q09/datafusion:vortex-compact	60319005	59163367	1.02
tpch_q10/datafusion:vortex-compact	49720895	50531933	0.98
tpch_q11/datafusion:vortex-compact	16828895	17301881	0.97
tpch_q12/datafusion:vortex-compact	33726980	33480323	1.01
tpch_q13/datafusion:vortex-compact	31323223	32183740	0.97
tpch_q14/datafusion:vortex-compact	20323723	20290262	1.00
tpch_q15/datafusion:vortex-compact	33753455	33082819	1.02
tpch_q16/datafusion:vortex-compact	25409499	24795527	1.02
tpch_q17/datafusion:vortex-compact	74640569	70289718	1.06
tpch_q18/datafusion:vortex-compact	83972563	84352628	1.00
tpch_q19/datafusion:vortex-compact	32245920	33375582	0.97
tpch_q20/datafusion:vortex-compact	35526180	34776006	1.02
tpch_q21/datafusion:vortex-compact	82179377	84248008	0.98
tpch_q22/datafusion:vortex-compact	15249089	15722457	0.97

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	136842860	105211521	1.30
tpch_q02/datafusion:parquet	63608064	63035024	1.01
tpch_q03/datafusion:parquet	70501009	68045332	1.04
tpch_q04/datafusion:parquet	44754805	45211816	0.99
tpch_q05/datafusion:parquet	93751725	95291503	0.98
tpch_q06/datafusion:parquet	42047984	38608327	1.09
tpch_q07/datafusion:parquet	105010594	105695525	0.99
tpch_q08/datafusion:parquet	96946625	99751969	0.97
tpch_q09/datafusion:parquet	127210493	125659417	1.01
tpch_q10/datafusion:parquet	113260039	112621818	1.01
tpch_q11/datafusion:parquet	42110959	41788694	1.01
tpch_q12/datafusion:parquet	90730703	88302173	1.03
tpch_q13/datafusion:parquet	192792459	191323664	1.01
tpch_q14/datafusion:parquet 🚀	40995950	47472581	0.86
tpch_q15/datafusion:parquet	61290406	60346094	1.02
tpch_q16/datafusion:parquet	43896438	44815956	0.98
tpch_q17/datafusion:parquet	144220539	137561312	1.05
tpch_q18/datafusion:parquet	163407464	159959436	1.02
tpch_q19/datafusion:parquet	91571652	84789637	1.08
tpch_q20/datafusion:parquet	67949059	70149943	0.97
tpch_q21/datafusion:parquet	139793316	136061276	1.03
tpch_q22/datafusion:parquet	30432190	31257026	0.97

datafusion / arrow (1.003x ➖, 0↑ 2↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	53321522	55665338	0.96
tpch_q02/datafusion:arrow	18544006	18971630	0.98
tpch_q03/datafusion:arrow	28642580	29803352	0.96
tpch_q04/datafusion:arrow	24524710	24622282	1.00
tpch_q05/datafusion:arrow	73803521	72228789	1.02
tpch_q06/datafusion:arrow 🚨	22066806	19922816	1.11
tpch_q07/datafusion:arrow	100785834	99768134	1.01
tpch_q08/datafusion:arrow	43162018	42967401	1.00
tpch_q09/datafusion:arrow	60758594	63508418	0.96
tpch_q10/datafusion:arrow	45538935	48525641	0.94
tpch_q11/datafusion:arrow	8887369	9024786	0.98
tpch_q12/datafusion:arrow	51393182	52522945	0.98
tpch_q13/datafusion:arrow	48481368	47119273	1.03
tpch_q14/datafusion:arrow	21450458	21421910	1.00
tpch_q15/datafusion:arrow	42933192	42647006	1.01
tpch_q16/datafusion:arrow	18908661	18633088	1.01
tpch_q17/datafusion:arrow 🚨	75171288	66854230	1.12
tpch_q18/datafusion:arrow	134880648	132784589	1.02
tpch_q19/datafusion:arrow	35573454	34851756	1.02
tpch_q20/datafusion:arrow	33734901	33938214	0.99
tpch_q21/datafusion:arrow	145825973	148111907	0.98
tpch_q22/datafusion:arrow	17624509	17516366	1.01

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31371392	31700833	0.99
tpch_q02/duckdb:vortex-file-compressed	25158257	25049608	1.00
tpch_q03/duckdb:vortex-file-compressed	28946732	29891320	0.97
tpch_q04/duckdb:vortex-file-compressed	28865514	29588039	0.98
tpch_q05/duckdb:vortex-file-compressed	33495862	33660288	1.00
tpch_q06/duckdb:vortex-file-compressed	10338570	10360481	1.00
tpch_q07/duckdb:vortex-file-compressed	36539642	36694881	1.00
tpch_q08/duckdb:vortex-file-compressed	38739734	39667392	0.98
tpch_q09/duckdb:vortex-file-compressed	71194277	74199779	0.96
tpch_q10/duckdb:vortex-file-compressed	34555367	35686346	0.97
tpch_q11/duckdb:vortex-file-compressed	14745879	14966233	0.99
tpch_q12/duckdb:vortex-file-compressed	21463036	22837264	0.94
tpch_q13/duckdb:vortex-file-compressed	34749573	34962680	0.99
tpch_q14/duckdb:vortex-file-compressed	21732907	21529491	1.01
tpch_q15/duckdb:vortex-file-compressed	16444327	16289366	1.01
tpch_q16/duckdb:vortex-file-compressed	27724192	28634849	0.97
tpch_q17/duckdb:vortex-file-compressed	25573017	25443054	1.01
tpch_q18/duckdb:vortex-file-compressed	49833349	50546113	0.99
tpch_q19/duckdb:vortex-file-compressed	27935224	29560297	0.95
tpch_q20/duckdb:vortex-file-compressed	33664105	35774658	0.94
tpch_q21/duckdb:vortex-file-compressed	105242655	108154058	0.97
tpch_q22/duckdb:vortex-file-compressed	16833391	17461188	0.96

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	37941080	39118688	0.97
tpch_q02/duckdb:vortex-compact	36739896	35545132	1.03
tpch_q03/duckdb:vortex-compact	32071643	31898114	1.01
tpch_q04/duckdb:vortex-compact	34744210	32709653	1.06
tpch_q05/duckdb:vortex-compact	37575915	38999025	0.96
tpch_q06/duckdb:vortex-compact	15003144	14233870	1.05
tpch_q07/duckdb:vortex-compact	42561046	42334722	1.01
tpch_q08/duckdb:vortex-compact	45076988	44845028	1.01
tpch_q09/duckdb:vortex-compact	83422969	83108428	1.00
tpch_q10/duckdb:vortex-compact	39407050	39662176	0.99
tpch_q11/duckdb:vortex-compact	18409296	19032660	0.97
tpch_q12/duckdb:vortex-compact	35403347	34902125	1.01
tpch_q13/duckdb:vortex-compact	44405151	44194331	1.00
tpch_q14/duckdb:vortex-compact	29419079	29231420	1.01
tpch_q15/duckdb:vortex-compact	19636846	19412879	1.01
tpch_q16/duckdb:vortex-compact	35276599	35109171	1.00
tpch_q17/duckdb:vortex-compact	31174463	30943501	1.01
tpch_q18/duckdb:vortex-compact	49637344	50524825	0.98
tpch_q19/duckdb:vortex-compact	34320658	34253887	1.00
tpch_q20/duckdb:vortex-compact	42062315	43165789	0.97
tpch_q21/duckdb:vortex-compact	110191632	111399219	0.99
tpch_q22/duckdb:vortex-compact	19705267	19648906	1.00

duckdb / parquet (0.989x ➖, 2↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	76772115	75706177	1.01
tpch_q02/duckdb:parquet	38758671	38380713	1.01
tpch_q03/duckdb:parquet	70475933	69208245	1.02
tpch_q04/duckdb:parquet	46448927	46765714	0.99
tpch_q05/duckdb:parquet	66016610	70212462	0.94
tpch_q06/duckdb:parquet	20201148	20638533	0.98
tpch_q07/duckdb:parquet	66838731	66964606	1.00
tpch_q08/duckdb:parquet	84611795	79766085	1.06
tpch_q09/duckdb:parquet	137412877	131333856	1.05
tpch_q10/duckdb:parquet	122425049	118608119	1.03
tpch_q11/duckdb:parquet	22706320	22205150	1.02
tpch_q12/duckdb:parquet 🚀	44889451	52515011	0.85
tpch_q13/duckdb:parquet	249126866	247809897	1.01
tpch_q14/duckdb:parquet	48919419	49105230	1.00
tpch_q15/duckdb:parquet 🚀	24003538	27249187	0.88
tpch_q16/duckdb:parquet	55488924	54554479	1.02
tpch_q17/duckdb:parquet	53535623	54051636	0.99
tpch_q18/duckdb:parquet	112037490	113826078	0.98
tpch_q19/duckdb:parquet	64000837	65237549	0.98
tpch_q20/duckdb:parquet	63064108	63185871	1.00
tpch_q21/duckdb:parquet	158911476	168223112	0.94
tpch_q22/duckdb:parquet	51307079	50969053	1.01

duckdb / duckdb (0.989x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15825967	15908148	0.99
tpch_q02/duckdb:duckdb	11913918	12558824	0.95
tpch_q03/duckdb:duckdb	17814287	18623216	0.96
tpch_q04/duckdb:duckdb	19035422	18599696	1.02
tpch_q05/duckdb:duckdb	19599486	19761083	0.99
tpch_q06/duckdb:duckdb	5393359	5295421	1.02
tpch_q07/duckdb:duckdb	21954702	22185089	0.99
tpch_q08/duckdb:duckdb	20716486	21090537	0.98
tpch_q09/duckdb:duckdb	54506111	54714046	1.00
tpch_q10/duckdb:duckdb	45215134	45262289	1.00
tpch_q11/duckdb:duckdb	5967450	5859768	1.02
tpch_q12/duckdb:duckdb	13721036	14120601	0.97
tpch_q13/duckdb:duckdb	37266695	39522268	0.94
tpch_q14/duckdb:duckdb	17035310	16752733	1.02
tpch_q15/duckdb:duckdb	11714932	12313476	0.95
tpch_q16/duckdb:duckdb	23786367	23035201	1.03
tpch_q17/duckdb:duckdb	13676299	13826940	0.99
tpch_q18/duckdb:duckdb	37646570	38510100	0.98
tpch_q19/duckdb:duckdb	27152948	28079618	0.97
tpch_q20/duckdb:duckdb	22412044	22457219	1.00
tpch_q21/duckdb:duckdb	55618966	56024761	0.99
tpch_q22/duckdb:duckdb	24698081	24422817	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-4.2%	+14.8%	-16.6%	+20.7%	➖ noise
1	datafusion:vortex-compact	-1.5%	+14.8%	-14.2%	+19.3%	➖ noise
1	datafusion:vortex-file-compressed	+1.2%	+14.8%	-11.9%	+19.8%	➖ noise
1	duckdb:duckdb	-0.5%	+14.8%	-13.4%	+19.6%	➖ noise
1	duckdb:vortex-compact	-3.0%	+14.8%	-15.5%	+19.1%	➖ noise
1	duckdb:vortex-file-compressed	-1.0%	+14.8%	-13.8%	+21.8%	➖ noise
2	datafusion:arrow	-2.3%	+0.9%	-3.2%	+11.7%	➖ noise
2	datafusion:vortex-compact	+0.7%	+0.9%	-0.3%	+11.7%	➖ noise
2	datafusion:vortex-file-compressed	-0.7%	+0.9%	-1.6%	+11.7%	➖ noise
2	duckdb:duckdb	-5.1%	+0.9%	-6.0%	+11.7%	➖ noise
2	duckdb:vortex-compact	+3.4%	+0.9%	+2.4%	+11.7%	➖ noise
2	duckdb:vortex-file-compressed	+0.4%	+0.9%	-0.5%	+11.7%	➖ noise
3	datafusion:arrow	-3.9%	+2.7%	-6.4%	+11.7%	➖ noise
3	datafusion:vortex-compact	+1.4%	+2.7%	-1.3%	+11.7%	➖ noise
3	datafusion:vortex-file-compressed	-1.2%	+2.7%	-3.8%	+11.7%	➖ noise
3	duckdb:duckdb	-4.3%	+2.7%	-6.9%	+12.0%	➖ noise
3	duckdb:vortex-compact	+0.5%	+2.7%	-2.1%	+12.9%	➖ noise
3	duckdb:vortex-file-compressed	-3.2%	+2.7%	-5.7%	+12.4%	➖ noise
4	datafusion:arrow	-0.4%	-0.8%	+0.5%	+11.7%	➖ noise
4	datafusion:vortex-compact	-3.5%	-0.8%	-2.7%	+11.7%	➖ noise
4	datafusion:vortex-file-compressed	+1.4%	-0.8%	+2.2%	+11.7%	➖ noise
4	duckdb:duckdb	+2.3%	-0.8%	+3.2%	+12.0%	➖ noise
4	duckdb:vortex-compact	+6.2%	-0.8%	+7.1%	+11.7%	➖ noise
4	duckdb:vortex-file-compressed	-2.4%	-0.8%	-1.6%	+11.7%	➖ noise
5	datafusion:arrow	+2.2%	-3.8%	+6.2%	+11.7%	➖ noise
5	datafusion:vortex-compact	+0.3%	-3.8%	+4.3%	+11.7%	➖ noise
5	datafusion:vortex-file-compressed	-1.6%	-3.8%	+2.3%	+11.7%	➖ noise
5	duckdb:duckdb	-0.8%	-3.8%	+3.1%	+11.7%	➖ noise
5	duckdb:vortex-compact	-3.6%	-3.8%	+0.2%	+11.7%	➖ noise
5	duckdb:vortex-file-compressed	-0.5%	-3.8%	+3.5%	+13.6%	➖ noise
6	datafusion:arrow	+10.8%	+3.2%	+7.3%	+13.6%	➖ noise
6	datafusion:vortex-compact	+2.8%	+3.2%	-0.4%	+14.7%	➖ noise
6	datafusion:vortex-file-compressed	+0.1%	+3.2%	-3.0%	+16.1%	➖ noise
6	duckdb:duckdb	+1.8%	+3.2%	-1.4%	+16.3%	➖ noise
6	duckdb:vortex-compact	+5.4%	+3.2%	+2.1%	+18.3%	➖ noise
6	duckdb:vortex-file-compressed	-0.2%	+3.2%	-3.4%	+16.1%	➖ noise
7	datafusion:arrow	+1.0%	-0.4%	+1.4%	+11.7%	➖ noise
7	datafusion:vortex-compact	-1.3%	-0.4%	-0.9%	+11.7%	➖ noise
7	datafusion:vortex-file-compressed	-0.5%	-0.4%	-0.0%	+11.7%	➖ noise
7	duckdb:duckdb	-1.0%	-0.4%	-0.6%	+11.7%	➖ noise
7	duckdb:vortex-compact	+0.5%	-0.4%	+1.0%	+11.7%	➖ noise
7	duckdb:vortex-file-compressed	-0.4%	-0.4%	-0.0%	+11.7%	➖ noise
8	datafusion:arrow	+0.5%	+1.5%	-1.1%	+11.7%	➖ noise
8	datafusion:vortex-compact	+1.0%	+1.5%	-0.5%	+11.7%	➖ noise
8	datafusion:vortex-file-compressed	-1.3%	+1.5%	-2.8%	+11.7%	➖ noise
8	duckdb:duckdb	-1.8%	+1.5%	-3.3%	+11.7%	➖ noise
8	duckdb:vortex-compact	+0.5%	+1.5%	-1.0%	+11.7%	➖ noise
8	duckdb:vortex-file-compressed	-2.3%	+1.5%	-3.8%	+11.7%	➖ noise
9	datafusion:arrow	-4.3%	+2.9%	-7.0%	+11.7%	➖ noise
9	datafusion:vortex-compact	+2.0%	+2.9%	-0.9%	+11.7%	➖ noise
9	datafusion:vortex-file-compressed	+1.1%	+2.9%	-1.8%	+11.7%	➖ noise
9	duckdb:duckdb	-0.4%	+2.9%	-3.2%	+11.7%	➖ noise
9	duckdb:vortex-compact	+0.4%	+2.9%	-2.5%	+11.7%	➖ noise
9	duckdb:vortex-file-compressed	-4.1%	+2.9%	-6.8%	+11.7%	➖ noise
10	datafusion:arrow	-6.2%	+1.9%	-7.9%	+11.7%	➖ noise
10	datafusion:vortex-compact	-1.6%	+1.9%	-3.4%	+11.7%	➖ noise
10	datafusion:vortex-file-compressed	-3.5%	+1.9%	-5.3%	+11.7%	➖ noise
10	duckdb:duckdb	-0.1%	+1.9%	-2.0%	+11.7%	➖ noise
10	duckdb:vortex-compact	-0.6%	+1.9%	-2.5%	+11.7%	➖ noise
10	duckdb:vortex-file-compressed	-3.2%	+1.9%	-5.0%	+11.7%	➖ noise
11	datafusion:arrow	-1.5%	+1.5%	-3.0%	+12.4%	➖ noise
11	datafusion:vortex-compact	-2.7%	+1.5%	-4.2%	+11.7%	➖ noise
11	datafusion:vortex-file-compressed	+1.6%	+1.5%	+0.0%	+11.7%	➖ noise
11	duckdb:duckdb	+1.8%	+1.5%	+0.3%	+11.7%	➖ noise
11	duckdb:vortex-compact	-3.3%	+1.5%	-4.7%	+11.7%	➖ noise
11	duckdb:vortex-file-compressed	-1.5%	+1.5%	-2.9%	+11.7%	➖ noise
12	datafusion:arrow	-2.2%	-6.3%	+4.4%	+18.5%	➖ noise
12	datafusion:vortex-compact	+0.7%	-6.3%	+7.5%	+11.7%	➖ noise
12	datafusion:vortex-file-compressed	+0.4%	-6.3%	+7.2%	+11.7%	➖ noise
12	duckdb:duckdb	-2.8%	-6.3%	+3.7%	+11.7%	➖ noise
12	duckdb:vortex-compact	+1.4%	-6.3%	+8.2%	+11.7%	➖ noise
12	duckdb:vortex-file-compressed	-6.0%	-6.3%	+0.3%	+11.7%	➖ noise
13	datafusion:arrow	+2.9%	+0.6%	+2.2%	+11.7%	➖ noise
13	datafusion:vortex-compact	-2.7%	+0.6%	-3.3%	+11.7%	➖ noise
13	datafusion:vortex-file-compressed	+0.5%	+0.6%	-0.1%	+11.7%	➖ noise
13	duckdb:duckdb	-5.7%	+0.6%	-6.3%	+11.7%	➖ noise
13	duckdb:vortex-compact	+0.5%	+0.6%	-0.2%	+11.7%	➖ noise
13	duckdb:vortex-file-compressed	-0.6%	+0.6%	-1.3%	+11.7%	➖ noise
14	datafusion:arrow	+0.1%	-7.2%	+8.0%	+11.7%	➖ noise
14	datafusion:vortex-compact	+0.2%	-7.2%	+8.0%	+12.5%	➖ noise
14	datafusion:vortex-file-compressed	-2.5%	-7.2%	+5.2%	+11.7%	➖ noise
14	duckdb:duckdb	+1.7%	-7.2%	+9.6%	+15.5%	➖ noise
14	duckdb:vortex-compact	+0.6%	-7.2%	+8.5%	+11.7%	➖ noise
14	duckdb:vortex-file-compressed	+0.9%	-7.2%	+8.8%	+13.5%	➖ noise
15	datafusion:arrow	+0.7%	-5.4%	+6.4%	+11.7%	➖ noise
15	datafusion:vortex-compact	+2.0%	-5.4%	+7.9%	+11.9%	➖ noise
15	datafusion:vortex-file-compressed	+1.4%	-5.4%	+7.2%	+13.1%	➖ noise
15	duckdb:duckdb	-4.9%	-5.4%	+0.6%	+14.8%	➖ noise
15	duckdb:vortex-compact	+1.2%	-5.4%	+6.9%	+13.1%	➖ noise
15	duckdb:vortex-file-compressed	+1.0%	-5.4%	+6.7%	+11.8%	➖ noise
16	datafusion:arrow	+1.5%	-0.2%	+1.7%	+11.7%	➖ noise
16	datafusion:vortex-compact	+2.5%	-0.2%	+2.7%	+11.7%	➖ noise
16	datafusion:vortex-file-compressed	+1.1%	-0.2%	+1.3%	+11.7%	➖ noise
16	duckdb:duckdb	+3.3%	-0.2%	+3.5%	+11.7%	➖ noise
16	duckdb:vortex-compact	+0.5%	-0.2%	+0.7%	+11.7%	➖ noise
16	duckdb:vortex-file-compressed	-3.2%	-0.2%	-3.0%	+11.7%	➖ noise
17	datafusion:arrow	+12.4%	+1.9%	+10.3%	+13.7%	➖ noise
17	datafusion:vortex-compact	+6.2%	+1.9%	+4.2%	+13.3%	➖ noise
17	datafusion:vortex-file-compressed	+4.8%	+1.9%	+2.8%	+14.2%	➖ noise
17	duckdb:duckdb	-1.1%	+1.9%	-2.9%	+13.7%	➖ noise
17	duckdb:vortex-compact	+0.7%	+1.9%	-1.1%	+14.5%	➖ noise
17	duckdb:vortex-file-compressed	+0.5%	+1.9%	-1.4%	+14.7%	➖ noise
18	datafusion:arrow	+1.6%	+0.3%	+1.3%	+11.7%	➖ noise
18	datafusion:vortex-compact	-0.5%	+0.3%	-0.7%	+11.7%	➖ noise
18	datafusion:vortex-file-compressed	+4.0%	+0.3%	+3.7%	+11.7%	➖ noise
18	duckdb:duckdb	-2.2%	+0.3%	-2.5%	+11.7%	➖ noise
18	duckdb:vortex-compact	-1.8%	+0.3%	-2.0%	+11.7%	➖ noise
18	duckdb:vortex-file-compressed	-1.4%	+0.3%	-1.7%	+11.7%	➖ noise
19	datafusion:arrow	+2.1%	+2.9%	-0.8%	+13.6%	➖ noise
19	datafusion:vortex-compact	-3.4%	+2.9%	-6.1%	+11.7%	➖ noise
19	datafusion:vortex-file-compressed	-4.8%	+2.9%	-7.5%	+12.4%	➖ noise
19	duckdb:duckdb	-3.3%	+2.9%	-6.1%	+14.7%	➖ noise
19	duckdb:vortex-compact	+0.2%	+2.9%	-2.7%	+12.1%	➖ noise
19	duckdb:vortex-file-compressed	-5.5%	+2.9%	-8.2%	+12.7%	➖ noise
20	datafusion:arrow	-0.6%	-1.7%	+1.1%	+11.7%	➖ noise
20	datafusion:vortex-compact	+2.2%	-1.7%	+3.9%	+11.7%	➖ noise
20	datafusion:vortex-file-compressed	+3.7%	-1.7%	+5.5%	+11.7%	➖ noise
20	duckdb:duckdb	-0.2%	-1.7%	+1.5%	+11.7%	➖ noise
20	duckdb:vortex-compact	-2.6%	-1.7%	-0.9%	+12.5%	➖ noise
20	duckdb:vortex-file-compressed	-5.9%	-1.7%	-4.3%	+11.7%	➖ noise
21	datafusion:arrow	-1.5%	-1.5%	-0.1%	+11.7%	➖ noise
21	datafusion:vortex-compact	-2.5%	-1.5%	-1.0%	+11.7%	➖ noise
21	datafusion:vortex-file-compressed	-2.0%	-1.5%	-0.6%	+11.7%	➖ noise
21	duckdb:duckdb	-0.7%	-1.5%	+0.8%	+11.7%	➖ noise
21	duckdb:vortex-compact	-1.1%	-1.5%	+0.4%	+11.7%	➖ noise
21	duckdb:vortex-file-compressed	-2.7%	-1.5%	-1.2%	+11.7%	➖ noise
22	datafusion:arrow	+0.6%	-1.0%	+1.6%	+11.7%	➖ noise
22	datafusion:vortex-compact	-3.0%	-1.0%	-2.0%	+11.7%	➖ noise
22	datafusion:vortex-file-compressed	-1.7%	-1.0%	-0.7%	+11.7%	➖ noise
22	duckdb:duckdb	+1.1%	-1.0%	+2.2%	+11.7%	➖ noise
22	duckdb:vortex-compact	+0.3%	-1.0%	+1.3%	+11.7%	➖ noise
22	duckdb:vortex-file-compressed	-3.6%	-1.0%	-2.6%	+11.7%	➖ noise

[github-actions]

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.2%
Vortex (geomean): 0.966x ➖
Parquet (geomean): 0.969x ➖
Shifts: Parquet (control) -3.1% · Median polish -3.3%

---

datafusion / vortex-file-compressed (0.973x ➖, 2↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	27329239	27745453	0.98
tpcds_q02/datafusion:vortex-file-compressed	51314813	50921042	1.01
tpcds_q03/datafusion:vortex-file-compressed	18634914	18108969	1.03
tpcds_q04/datafusion:vortex-file-compressed	276945643	282847399	0.98
tpcds_q05/datafusion:vortex-file-compressed	45871207	48117714	0.95
tpcds_q06/datafusion:vortex-file-compressed	45249805	46628186	0.97
tpcds_q07/datafusion:vortex-file-compressed	47803061	46191131	1.03
tpcds_q08/datafusion:vortex-file-compressed	31277624	32101098	0.97
tpcds_q09/datafusion:vortex-file-compressed	46589212	46670436	1.00
tpcds_q10/datafusion:vortex-file-compressed	42616010	43609676	0.98
tpcds_q11/datafusion:vortex-file-compressed	157562560	158298954	1.00
tpcds_q12/datafusion:vortex-file-compressed	22802858	23413424	0.97
tpcds_q13/datafusion:vortex-file-compressed	48004953	49366908	0.97
tpcds_q14/datafusion:vortex-file-compressed	180866981	183510229	0.99
tpcds_q15/datafusion:vortex-file-compressed	33423423	33733410	0.99
tpcds_q16/datafusion:vortex-file-compressed	30523729	31753355	0.96
tpcds_q17/datafusion:vortex-file-compressed	67647771	68324330	0.99
tpcds_q18/datafusion:vortex-file-compressed	73483154	74457544	0.99
tpcds_q19/datafusion:vortex-file-compressed	26655473	26556158	1.00
tpcds_q20/datafusion:vortex-file-compressed	24438588	25570808	0.96
tpcds_q21/datafusion:vortex-file-compressed	130879936	138959507	0.94
tpcds_q22/datafusion:vortex-file-compressed	57279301	57340436	1.00
tpcds_q23/datafusion:vortex-file-compressed	133847044	141100518	0.95
tpcds_q24/datafusion:vortex-file-compressed	105616616	106516764	0.99
tpcds_q25/datafusion:vortex-file-compressed	68592825	72884026	0.94
tpcds_q26/datafusion:vortex-file-compressed	38984664	39509453	0.99
tpcds_q27/datafusion:vortex-file-compressed	105163154	111906728	0.94
tpcds_q28/datafusion:vortex-file-compressed	41938910	45835726	0.91
tpcds_q29/datafusion:vortex-file-compressed	69304229	68603389	1.01
tpcds_q30/datafusion:vortex-file-compressed	24287616	25969945	0.94
tpcds_q31/datafusion:vortex-file-compressed	91097812	95474885	0.95
tpcds_q32/datafusion:vortex-file-compressed	24782687	23438532	1.06
tpcds_q33/datafusion:vortex-file-compressed	32066525	32407380	0.99
tpcds_q34/datafusion:vortex-file-compressed	30042290	29682231	1.01
tpcds_q35/datafusion:vortex-file-compressed	51140623	53192441	0.96
tpcds_q36/datafusion:vortex-file-compressed	67346027	71122435	0.95
tpcds_q37/datafusion:vortex-file-compressed 🚀	30893607	35162112	0.88
tpcds_q38/datafusion:vortex-file-compressed	50912284	54016396	0.94
tpcds_q39/datafusion:vortex-file-compressed	138459126	150621713	0.92
tpcds_q40/datafusion:vortex-file-compressed	49681706	51595505	0.96
tpcds_q41/datafusion:vortex-file-compressed	17210524	18269349	0.94
tpcds_q42/datafusion:vortex-file-compressed	16377726	17406216	0.94
tpcds_q43/datafusion:vortex-file-compressed	30327020	31591049	0.96
tpcds_q44/datafusion:vortex-file-compressed	36080430	38201572	0.94
tpcds_q45/datafusion:vortex-file-compressed	34790234	34434186	1.01
tpcds_q46/datafusion:vortex-file-compressed	44300403	42985769	1.03
tpcds_q47/datafusion:vortex-file-compressed	192460385	197710086	0.97
tpcds_q48/datafusion:vortex-file-compressed	41528362	41593166	1.00
tpcds_q49/datafusion:vortex-file-compressed	61973988	63030080	0.98
tpcds_q50/datafusion:vortex-file-compressed	45572041	44716136	1.02
tpcds_q51/datafusion:vortex-file-compressed	92794450	91778831	1.01
tpcds_q52/datafusion:vortex-file-compressed	17545972	18845949	0.93
tpcds_q53/datafusion:vortex-file-compressed	23115869	23357548	0.99
tpcds_q54/datafusion:vortex-file-compressed	39345807	39862315	0.99
tpcds_q55/datafusion:vortex-file-compressed	17094932	17321540	0.99
tpcds_q56/datafusion:vortex-file-compressed	32450770	34516400	0.94
tpcds_q57/datafusion:vortex-file-compressed	127881289	129476216	0.99
tpcds_q58/datafusion:vortex-file-compressed	70787437	67354422	1.05
tpcds_q59/datafusion:vortex-file-compressed	67406357	70083944	0.96
tpcds_q60/datafusion:vortex-file-compressed	33341662	34732776	0.96
tpcds_q61/datafusion:vortex-file-compressed	43876194	44591397	0.98
tpcds_q62/datafusion:vortex-file-compressed	30092954	30949338	0.97
tpcds_q63/datafusion:vortex-file-compressed	23661303	23477239	1.01
tpcds_q64/datafusion:vortex-file-compressed	445831555	462073670	0.96
tpcds_q65/datafusion:vortex-file-compressed	44808082	45006995	1.00
tpcds_q66/datafusion:vortex-file-compressed	91499205	91472617	1.00
tpcds_q67/datafusion:vortex-file-compressed	110947950	122754244	0.90
tpcds_q68/datafusion:vortex-file-compressed	41771284	43067405	0.97
tpcds_q69/datafusion:vortex-file-compressed	40201818	41038289	0.98
tpcds_q70/datafusion:vortex-file-compressed	106518452	114645007	0.93
tpcds_q71/datafusion:vortex-file-compressed	26689132	28659005	0.93
tpcds_q72/datafusion:vortex-file-compressed	2526237396	2788576616	0.91
tpcds_q73/datafusion:vortex-file-compressed	29583737	28888929	1.02
tpcds_q74/datafusion:vortex-file-compressed	107414954	109077059	0.98
tpcds_q75/datafusion:vortex-file-compressed	112563004	119959274	0.94
tpcds_q76/datafusion:vortex-file-compressed	29462505	30250089	0.97
tpcds_q77/datafusion:vortex-file-compressed	44679292	43052618	1.04
tpcds_q78/datafusion:vortex-file-compressed	130602156	138706895	0.94
tpcds_q79/datafusion:vortex-file-compressed	35921633	36667769	0.98
tpcds_q80/datafusion:vortex-file-compressed	105336450	112100167	0.94
tpcds_q81/datafusion:vortex-file-compressed	29935370	31881533	0.94
tpcds_q82/datafusion:vortex-file-compressed 🚀	33183150	37299535	0.89
tpcds_q83/datafusion:vortex-file-compressed	45703961	45412812	1.01
tpcds_q84/datafusion:vortex-file-compressed	14318718	14720717	0.97
tpcds_q85/datafusion:vortex-file-compressed	94904787	99676969	0.95
tpcds_q86/datafusion:vortex-file-compressed	19001180	20319010	0.94
tpcds_q87/datafusion:vortex-file-compressed	52175063	57334680	0.91
tpcds_q88/datafusion:vortex-file-compressed	61241715	61815239	0.99
tpcds_q89/datafusion:vortex-file-compressed	34166006	36768569	0.93
tpcds_q90/datafusion:vortex-file-compressed	15636047	16302011	0.96
tpcds_q91/datafusion:vortex-file-compressed	23103300	23232567	0.99
tpcds_q92/datafusion:vortex-file-compressed	20936295	21829397	0.96
tpcds_q93/datafusion:vortex-file-compressed	34890544	37695865	0.93
tpcds_q94/datafusion:vortex-file-compressed	29226595	27634674	1.06
tpcds_q95/datafusion:vortex-file-compressed	64204381	65779973	0.98
tpcds_q96/datafusion:vortex-file-compressed	14952006	14760032	1.01
tpcds_q97/datafusion:vortex-file-compressed	36423032	36362380	1.00
tpcds_q98/datafusion:vortex-file-compressed	29323856	30520454	0.96
tpcds_q99/datafusion:vortex-file-compressed	46491398	43478772	1.07

datafusion / vortex-compact (0.966x ➖, 4↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	29737341	29620582	1.00
tpcds_q02/datafusion:vortex-compact	55700779	57915528	0.96
tpcds_q03/datafusion:vortex-compact	23023253	22954845	1.00
tpcds_q04/datafusion:vortex-compact	313767840	333239073	0.94
tpcds_q05/datafusion:vortex-compact	54274628	54894569	0.99
tpcds_q06/datafusion:vortex-compact	47550563	50901085	0.93
tpcds_q07/datafusion:vortex-compact 🚀	56694356	63304765	0.90
tpcds_q08/datafusion:vortex-compact	39253516	39315845	1.00
tpcds_q09/datafusion:vortex-compact	64165254	66185355	0.97
tpcds_q10/datafusion:vortex-compact	53100796	55825763	0.95
tpcds_q11/datafusion:vortex-compact	173103404	183367766	0.94
tpcds_q12/datafusion:vortex-compact 🚀	25796848	28912638	0.89
tpcds_q13/datafusion:vortex-compact	95865808	98120401	0.98
tpcds_q14/datafusion:vortex-compact	211256361	215906392	0.98
tpcds_q15/datafusion:vortex-compact	35218858	36440809	0.97
tpcds_q16/datafusion:vortex-compact	35738902	35353742	1.01
tpcds_q17/datafusion:vortex-compact	83103212	81968840	1.01
tpcds_q18/datafusion:vortex-compact	82182726	87709371	0.94
tpcds_q19/datafusion:vortex-compact	34494293	36878586	0.94
tpcds_q20/datafusion:vortex-compact 🚀	28670457	31980649	0.90
tpcds_q21/datafusion:vortex-compact	136163850	142940156	0.95
tpcds_q22/datafusion:vortex-compact	65294488	65245114	1.00
tpcds_q23/datafusion:vortex-compact	150284564	159226759	0.94
tpcds_q24/datafusion:vortex-compact	122217084	126118408	0.97
tpcds_q25/datafusion:vortex-compact	82323392	89217690	0.92
tpcds_q26/datafusion:vortex-compact	50192570	49216607	1.02
tpcds_q27/datafusion:vortex-compact	134689736	140517749	0.96
tpcds_q28/datafusion:vortex-compact	82352138	83225708	0.99
tpcds_q29/datafusion:vortex-compact	77879537	82049661	0.95
tpcds_q30/datafusion:vortex-compact	29141072	30500707	0.96
tpcds_q31/datafusion:vortex-compact	118068035	116217172	1.02
tpcds_q32/datafusion:vortex-compact	27341208	27609901	0.99
tpcds_q33/datafusion:vortex-compact	37928796	38734984	0.98
tpcds_q34/datafusion:vortex-compact	38345724	37836117	1.01
tpcds_q35/datafusion:vortex-compact	59767799	59852230	1.00
tpcds_q36/datafusion:vortex-compact	81444397	84350761	0.97
tpcds_q37/datafusion:vortex-compact	48270794	45916394	1.05
tpcds_q38/datafusion:vortex-compact	59721515	58827281	1.02
tpcds_q39/datafusion:vortex-compact	138263795	149494462	0.92
tpcds_q40/datafusion:vortex-compact	55320673	54759199	1.01
tpcds_q41/datafusion:vortex-compact	19824794	20717652	0.96
tpcds_q42/datafusion:vortex-compact	20931806	22158337	0.94
tpcds_q43/datafusion:vortex-compact	34170850	36664531	0.93
tpcds_q44/datafusion:vortex-compact	55532539	56340252	0.99
tpcds_q45/datafusion:vortex-compact 🚀	36864315	43224954	0.85
tpcds_q46/datafusion:vortex-compact	54735575	56541474	0.97
tpcds_q47/datafusion:vortex-compact	216564971	236174789	0.92
tpcds_q48/datafusion:vortex-compact	75277892	77480105	0.97
tpcds_q49/datafusion:vortex-compact	73532749	77167259	0.95
tpcds_q50/datafusion:vortex-compact	51935947	56650303	0.92
tpcds_q51/datafusion:vortex-compact	99919411	102027001	0.98
tpcds_q52/datafusion:vortex-compact	20749453	22057696	0.94
tpcds_q53/datafusion:vortex-compact	29948663	31319315	0.96
tpcds_q54/datafusion:vortex-compact	46590044	49987593	0.93
tpcds_q55/datafusion:vortex-compact	20973480	22009053	0.95
tpcds_q56/datafusion:vortex-compact	39493957	40848315	0.97
tpcds_q57/datafusion:vortex-compact	134113324	137656203	0.97
tpcds_q58/datafusion:vortex-compact	76868389	78649909	0.98
tpcds_q59/datafusion:vortex-compact	77714198	81694944	0.95
tpcds_q60/datafusion:vortex-compact	40157820	41488690	0.97
tpcds_q61/datafusion:vortex-compact	57838890	61500013	0.94
tpcds_q62/datafusion:vortex-compact	33014021	35547546	0.93
tpcds_q63/datafusion:vortex-compact	29379487	30770087	0.95
tpcds_q64/datafusion:vortex-compact	486729762	503118254	0.97
tpcds_q65/datafusion:vortex-compact	62450837	59869424	1.04
tpcds_q66/datafusion:vortex-compact	95491309	91460166	1.04
tpcds_q67/datafusion:vortex-compact	118570104	122672279	0.97
tpcds_q68/datafusion:vortex-compact	53157256	55248789	0.96
tpcds_q69/datafusion:vortex-compact	50536761	52341453	0.97
tpcds_q70/datafusion:vortex-compact	116089757	113727138	1.02
tpcds_q71/datafusion:vortex-compact	35349573	35377439	1.00
tpcds_q72/datafusion:vortex-compact	2492215164	2703768179	0.92
tpcds_q73/datafusion:vortex-compact	36916664	37180484	0.99
tpcds_q74/datafusion:vortex-compact	121128983	128863926	0.94
tpcds_q75/datafusion:vortex-compact	134315232	136945626	0.98
tpcds_q76/datafusion:vortex-compact	38709599	38620058	1.00
tpcds_q77/datafusion:vortex-compact	54142186	55477118	0.98
tpcds_q78/datafusion:vortex-compact	144528988	147507416	0.98
tpcds_q79/datafusion:vortex-compact	43987599	46589307	0.94
tpcds_q80/datafusion:vortex-compact	114116080	121060027	0.94
tpcds_q81/datafusion:vortex-compact	35144602	35579884	0.99
tpcds_q82/datafusion:vortex-compact	47276024	49834822	0.95
tpcds_q83/datafusion:vortex-compact	48425784	51505382	0.94
tpcds_q84/datafusion:vortex-compact	16400168	17879992	0.92
tpcds_q85/datafusion:vortex-compact	123791399	135617254	0.91
tpcds_q86/datafusion:vortex-compact	22959591	24121023	0.95
tpcds_q87/datafusion:vortex-compact	60093786	61585609	0.98
tpcds_q88/datafusion:vortex-compact	80477168	81866513	0.98
tpcds_q89/datafusion:vortex-compact	39302256	41160490	0.95
tpcds_q90/datafusion:vortex-compact	16176801	16728414	0.97
tpcds_q91/datafusion:vortex-compact	37771678	37451444	1.01
tpcds_q92/datafusion:vortex-compact	27468688	27470960	1.00
tpcds_q93/datafusion:vortex-compact	40596752	40205989	1.01
tpcds_q94/datafusion:vortex-compact	27545231	29598350	0.93
tpcds_q95/datafusion:vortex-compact	64730983	70707866	0.92
tpcds_q96/datafusion:vortex-compact	18069641	18470498	0.98
tpcds_q97/datafusion:vortex-compact	39164428	41504140	0.94
tpcds_q98/datafusion:vortex-compact	34605020	34090525	1.02
tpcds_q99/datafusion:vortex-compact	47683781	46800383	1.02

datafusion / parquet (0.964x ➖, 8↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	30196700	31356678	0.96
tpcds_q02/datafusion:parquet	43134409	42997549	1.00
tpcds_q03/datafusion:parquet 🚀	14000067	15706136	0.89
tpcds_q04/datafusion:parquet	276768259	287693670	0.96
tpcds_q05/datafusion:parquet	43616233	42072613	1.04
tpcds_q06/datafusion:parquet	59988245	60730052	0.99
tpcds_q07/datafusion:parquet	82035371	86461509	0.95
tpcds_q08/datafusion:parquet	28047303	28078043	1.00
tpcds_q09/datafusion:parquet	47593136	49250175	0.97
tpcds_q10/datafusion:parquet	79180393	83005642	0.95
tpcds_q11/datafusion:parquet	154574936	164480263	0.94
tpcds_q12/datafusion:parquet	19362378	17948417	1.08
tpcds_q13/datafusion:parquet	78274585	80224728	0.98
tpcds_q14/datafusion:parquet	168111002	182338315	0.92
tpcds_q15/datafusion:parquet	22560141	24088214	0.94
tpcds_q16/datafusion:parquet	24691452	27098125	0.91
tpcds_q17/datafusion:parquet	67106273	67826275	0.99
tpcds_q18/datafusion:parquet	117884842	120094505	0.98
tpcds_q19/datafusion:parquet	23707813	24065748	0.99
tpcds_q20/datafusion:parquet	17417721	17330061	1.01
tpcds_q21/datafusion:parquet	19240834	20018411	0.96
tpcds_q22/datafusion:parquet 🚀	133418517	159038595	0.84
tpcds_q23/datafusion:parquet	151515944	162520044	0.93
tpcds_q24/datafusion:parquet	95925315	101244745	0.95
tpcds_q25/datafusion:parquet	68420012	70965426	0.96
tpcds_q26/datafusion:parquet	71241311	70998228	1.00
tpcds_q27/datafusion:parquet	154219526	162606797	0.95
tpcds_q28/datafusion:parquet 🚀	45946735	51463363	0.89
tpcds_q29/datafusion:parquet	67672021	70284546	0.96
tpcds_q30/datafusion:parquet	36287670	37773907	0.96
tpcds_q31/datafusion:parquet	68178351	70438882	0.97
tpcds_q32/datafusion:parquet	18809701	19511966	0.96
tpcds_q33/datafusion:parquet	27771505	28932569	0.96
tpcds_q34/datafusion:parquet	23027207	23802892	0.97
tpcds_q35/datafusion:parquet	75454202	78530760	0.96
tpcds_q36/datafusion:parquet	61404858	63499695	0.97
tpcds_q37/datafusion:parquet	21086995	20898875	1.01
tpcds_q38/datafusion:parquet	41751160	43539037	0.96
tpcds_q39/datafusion:parquet	74307917	75791295	0.98
tpcds_q40/datafusion:parquet	24656132	25058145	0.98
tpcds_q41/datafusion:parquet	13710787	15209789	0.90
tpcds_q42/datafusion:parquet	12366869	12196502	1.01
tpcds_q43/datafusion:parquet	17458393	17623742	0.99
tpcds_q44/datafusion:parquet	35287801	35417183	1.00
tpcds_q45/datafusion:parquet	29751575	31193811	0.95
tpcds_q46/datafusion:parquet	32605115	35122162	0.93
tpcds_q47/datafusion:parquet	128402094	137468648	0.93
tpcds_q48/datafusion:parquet	72166410	76316460	0.95
tpcds_q49/datafusion:parquet	57691437	58824724	0.98
tpcds_q50/datafusion:parquet	44399553	44984974	0.99
tpcds_q51/datafusion:parquet	86223298	91147271	0.95
tpcds_q52/datafusion:parquet 🚀	12317514	13825051	0.89
tpcds_q53/datafusion:parquet	18436037	19150473	0.96
tpcds_q54/datafusion:parquet	36966577	35628767	1.04
tpcds_q55/datafusion:parquet	12482114	12704117	0.98
tpcds_q56/datafusion:parquet	28398752	28413121	1.00
tpcds_q57/datafusion:parquet	103245184	104570793	0.99
tpcds_q58/datafusion:parquet	51079319	52361107	0.98
tpcds_q59/datafusion:parquet	55589931	58700095	0.95
tpcds_q60/datafusion:parquet 🚀	27664948	31269169	0.88
tpcds_q61/datafusion:parquet	43628804	46601420	0.94
tpcds_q62/datafusion:parquet	25566407	25901309	0.99
tpcds_q63/datafusion:parquet	18645509	18994928	0.98
tpcds_q64/datafusion:parquet	537573739	545931867	0.98
tpcds_q65/datafusion:parquet	38711118	41272668	0.94
tpcds_q66/datafusion:parquet 🚀	67426515	75849979	0.89
tpcds_q67/datafusion:parquet	156380209	145922160	1.07
tpcds_q68/datafusion:parquet	34196595	34751081	0.98
tpcds_q69/datafusion:parquet	73067075	71146370	1.03
tpcds_q70/datafusion:parquet	87524349	92162630	0.95
tpcds_q71/datafusion:parquet	24587267	23766911	1.03
tpcds_q72/datafusion:parquet	634553311	655959566	0.97
tpcds_q73/datafusion:parquet	21913823	22334055	0.98
tpcds_q74/datafusion:parquet 🚀	84920576	94590184	0.90
tpcds_q75/datafusion:parquet	105093523	108557741	0.97
tpcds_q76/datafusion:parquet	31128544	31428828	0.99
tpcds_q77/datafusion:parquet	41263874	44549407	0.93
tpcds_q78/datafusion:parquet	115472707	124589663	0.93
tpcds_q79/datafusion:parquet	27330478	29443546	0.93
tpcds_q80/datafusion:parquet	81951948	85043316	0.96
tpcds_q81/datafusion:parquet	35174047	33361037	1.05
tpcds_q82/datafusion:parquet	20259420	22155095	0.91
tpcds_q83/datafusion:parquet	38073130	40226799	0.95
tpcds_q84/datafusion:parquet	39988564	41078082	0.97
tpcds_q85/datafusion:parquet	159833739	157059899	1.02
tpcds_q86/datafusion:parquet	16857950	17107526	0.99
tpcds_q87/datafusion:parquet	42159987	43851781	0.96
tpcds_q88/datafusion:parquet	60904431	61532255	0.99
tpcds_q89/datafusion:parquet	22676269	23681938	0.96
tpcds_q90/datafusion:parquet	15461813	15756500	0.98
tpcds_q91/datafusion:parquet	64136169	65603126	0.98
tpcds_q92/datafusion:parquet	19214324	19832127	0.97
tpcds_q93/datafusion:parquet	31988857	33799109	0.95
tpcds_q94/datafusion:parquet	20792273	22151670	0.94
tpcds_q95/datafusion:parquet	60572633	61039710	0.99
tpcds_q96/datafusion:parquet	12534742	12904811	0.97
tpcds_q97/datafusion:parquet	30015314	31812668	0.94
tpcds_q98/datafusion:parquet	22008227	22314795	0.99
tpcds_q99/datafusion:parquet 🚀	29357580	32789492	0.90

duckdb / vortex-file-compressed (0.962x ➖, 4↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	23549841	23568946	1.00
tpcds_q02/duckdb:vortex-file-compressed	35706631	33910709	1.05
tpcds_q03/duckdb:vortex-file-compressed	32500191	33443384	0.97
tpcds_q04/duckdb:vortex-file-compressed	109316745	108684297	1.01
tpcds_q05/duckdb:vortex-file-compressed	39043761	38009596	1.03
tpcds_q06/duckdb:vortex-file-compressed	34011443	35709203	0.95
tpcds_q07/duckdb:vortex-file-compressed	23109247	25259491	0.91
tpcds_q08/duckdb:vortex-file-compressed	29397712	30574061	0.96
tpcds_q09/duckdb:vortex-file-compressed	39044250	41863740	0.93
tpcds_q10/duckdb:vortex-file-compressed	42833623	45473529	0.94
tpcds_q11/duckdb:vortex-file-compressed	62391098	66686869	0.94
tpcds_q12/duckdb:vortex-file-compressed	15758148	15717565	1.00
tpcds_q13/duckdb:vortex-file-compressed	33933087	36230298	0.94
tpcds_q14/duckdb:vortex-file-compressed	111963509	112543317	0.99
tpcds_q15/duckdb:vortex-file-compressed	27867037	29221298	0.95
tpcds_q16/duckdb:vortex-file-compressed	28110539	30522933	0.92
tpcds_q17/duckdb:vortex-file-compressed	45135004	48249441	0.94
tpcds_q18/duckdb:vortex-file-compressed	48475578	50683305	0.96
tpcds_q19/duckdb:vortex-file-compressed	34110137	35097071	0.97
tpcds_q20/duckdb:vortex-file-compressed	16221624	17236930	0.94
tpcds_q21/duckdb:vortex-file-compressed	17872976	18846877	0.95
tpcds_q22/duckdb:vortex-file-compressed 🚀	70163703	93260221	0.75
tpcds_q23/duckdb:vortex-file-compressed 🚀	107987005	120601860	0.90
tpcds_q24/duckdb:vortex-file-compressed	50599167	53361994	0.95
tpcds_q25/duckdb:vortex-file-compressed	51307824	52473265	0.98
tpcds_q26/duckdb:vortex-file-compressed	42306086	42188486	1.00
tpcds_q27/duckdb:vortex-file-compressed	50491349	52638349	0.96
tpcds_q28/duckdb:vortex-file-compressed	36118981	38354687	0.94
tpcds_q29/duckdb:vortex-file-compressed	46091249	43964393	1.05
tpcds_q30/duckdb:vortex-file-compressed	25244023	27280786	0.93
tpcds_q31/duckdb:vortex-file-compressed	36544591	38100329	0.96
tpcds_q32/duckdb:vortex-file-compressed	15433635	16138814	0.96
tpcds_q33/duckdb:vortex-file-compressed	26857591	25852810	1.04
tpcds_q34/duckdb:vortex-file-compressed	24586376	25529560	0.96
tpcds_q35/duckdb:vortex-file-compressed	69446871	68886682	1.01
tpcds_q36/duckdb:vortex-file-compressed	26031907	26842055	0.97
tpcds_q37/duckdb:vortex-file-compressed	17468693	17455481	1.00
tpcds_q38/duckdb:vortex-file-compressed	38829271	40499710	0.96
tpcds_q39/duckdb:vortex-file-compressed	34978462	35544247	0.98
tpcds_q40/duckdb:vortex-file-compressed	21774361	22060069	0.99
tpcds_q41/duckdb:vortex-file-compressed	14308024	14816212	0.97
tpcds_q42/duckdb:vortex-file-compressed	14227468	13771322	1.03
tpcds_q43/duckdb:vortex-file-compressed	24012413	25165765	0.95
tpcds_q44/duckdb:vortex-file-compressed	21038166	23318896	0.90
tpcds_q45/duckdb:vortex-file-compressed	30793782	31203002	0.99
tpcds_q46/duckdb:vortex-file-compressed	53994191	56280785	0.96
tpcds_q47/duckdb:vortex-file-compressed	48940292	51907126	0.94
tpcds_q48/duckdb:vortex-file-compressed	31590726	34149121	0.93
tpcds_q49/duckdb:vortex-file-compressed 🚀	35190460	39198035	0.90
tpcds_q50/duckdb:vortex-file-compressed	36817173	37456400	0.98
tpcds_q51/duckdb:vortex-file-compressed	100029503	102829523	0.97
tpcds_q52/duckdb:vortex-file-compressed	14748243	13594129	1.08
tpcds_q53/duckdb:vortex-file-compressed	24056330	25634445	0.94
tpcds_q54/duckdb:vortex-file-compressed	29803802	30836926	0.97
tpcds_q55/duckdb:vortex-file-compressed	13557509	14953079	0.91
tpcds_q56/duckdb:vortex-file-compressed	25145565	26507025	0.95
tpcds_q57/duckdb:vortex-file-compressed	40819047	41909968	0.97
tpcds_q58/duckdb:vortex-file-compressed	32150113	32819020	0.98
tpcds_q59/duckdb:vortex-file-compressed	66898796	66224844	1.01
tpcds_q60/duckdb:vortex-file-compressed	29355725	28816969	1.02
tpcds_q61/duckdb:vortex-file-compressed	36057030	38146184	0.95
tpcds_q62/duckdb:vortex-file-compressed	17519056	19329572	0.91
tpcds_q63/duckdb:vortex-file-compressed	23447595	23946022	0.98
tpcds_q64/duckdb:vortex-file-compressed	87651008	91755854	0.96
tpcds_q65/duckdb:vortex-file-compressed	22693158	24321983	0.93
tpcds_q66/duckdb:vortex-file-compressed	31296361	31054173	1.01
tpcds_q67/duckdb:vortex-file-compressed	139991160	152891929	0.92
tpcds_q68/duckdb:vortex-file-compressed	43498654	45207085	0.96
tpcds_q69/duckdb:vortex-file-compressed	44116759	45538044	0.97
tpcds_q70/duckdb:vortex-file-compressed	28187950	28987284	0.97
tpcds_q71/duckdb:vortex-file-compressed 🚀	22144439	25274119	0.88
tpcds_q72/duckdb:vortex-file-compressed	174891645	179619956	0.97
tpcds_q73/duckdb:vortex-file-compressed	27035524	25829532	1.05
tpcds_q74/duckdb:vortex-file-compressed	73699953	81569596	0.90
tpcds_q75/duckdb:vortex-file-compressed	60910852	63395709	0.96
tpcds_q76/duckdb:vortex-file-compressed	19685271	20378553	0.97
tpcds_q77/duckdb:vortex-file-compressed	28020793	29170539	0.96
tpcds_q78/duckdb:vortex-file-compressed	75911522	83701892	0.91
tpcds_q79/duckdb:vortex-file-compressed	36731734	35011828	1.05
tpcds_q80/duckdb:vortex-file-compressed	50400603	52714793	0.96
tpcds_q81/duckdb:vortex-file-compressed	30535322	32626378	0.94
tpcds_q82/duckdb:vortex-file-compressed	18566486	18940953	0.98
tpcds_q83/duckdb:vortex-file-compressed	25263923	27360155	0.92
tpcds_q84/duckdb:vortex-file-compressed	22324651	21122359	1.06
tpcds_q85/duckdb:vortex-file-compressed	48632681	49501751	0.98
tpcds_q86/duckdb:vortex-file-compressed	17802390	17627014	1.01
tpcds_q87/duckdb:vortex-file-compressed	41909919	42779725	0.98
tpcds_q88/duckdb:vortex-file-compressed	35305873	37105530	0.95
tpcds_q89/duckdb:vortex-file-compressed	22842236	24624144	0.93
tpcds_q90/duckdb:vortex-file-compressed	13018700	14376275	0.91
tpcds_q91/duckdb:vortex-file-compressed	34543613	34581911	1.00
tpcds_q92/duckdb:vortex-file-compressed	24089729	24115470	1.00
tpcds_q93/duckdb:vortex-file-compressed	29214907	31618997	0.92
tpcds_q94/duckdb:vortex-file-compressed	23697581	25503432	0.93
tpcds_q95/duckdb:vortex-file-compressed	145640680	153355804	0.95
tpcds_q96/duckdb:vortex-file-compressed	14872039	15335443	0.97
tpcds_q97/duckdb:vortex-file-compressed	39769814	41707377	0.95
tpcds_q98/duckdb:vortex-file-compressed	19196783	20041052	0.96
tpcds_q99/duckdb:vortex-file-compressed	28470439	29732819	0.96

duckdb / vortex-compact (0.963x ➖, 8↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	25287755	26157592	0.97
tpcds_q02/duckdb:vortex-compact	43727187	43025429	1.02
tpcds_q03/duckdb:vortex-compact	59449458	59400949	1.00
tpcds_q04/duckdb:vortex-compact	125781248	124798181	1.01
tpcds_q05/duckdb:vortex-compact	52739922	58298420	0.90
tpcds_q06/duckdb:vortex-compact	42525493	44588213	0.95
tpcds_q07/duckdb:vortex-compact	36582159	36834571	0.99
tpcds_q08/duckdb:vortex-compact	46802602	49849674	0.94
tpcds_q09/duckdb:vortex-compact	58817067	62202719	0.95
tpcds_q10/duckdb:vortex-compact	64951066	68765610	0.94
tpcds_q11/duckdb:vortex-compact	72264377	78152662	0.92
tpcds_q12/duckdb:vortex-compact	24357764	26845527	0.91
tpcds_q13/duckdb:vortex-compact	60425968	63586833	0.95
tpcds_q14/duckdb:vortex-compact	140174132	140844432	1.00
tpcds_q15/duckdb:vortex-compact	32774071	33234133	0.99
tpcds_q16/duckdb:vortex-compact	33923569	33368819	1.02
tpcds_q17/duckdb:vortex-compact	58490665	59724718	0.98
tpcds_q18/duckdb:vortex-compact	60071604	61048928	0.98
tpcds_q19/duckdb:vortex-compact	52551729	54796792	0.96
tpcds_q20/duckdb:vortex-compact	22048122	22886889	0.96
tpcds_q21/duckdb:vortex-compact	21809271	21166598	1.03
tpcds_q22/duckdb:vortex-compact 🚀	76210053	85246122	0.89
tpcds_q23/duckdb:vortex-compact	123151842	127191534	0.97
tpcds_q24/duckdb:vortex-compact	66207005	69914409	0.95
tpcds_q25/duckdb:vortex-compact	82861129	81743039	1.01
tpcds_q26/duckdb:vortex-compact	55056623	56080172	0.98
tpcds_q27/duckdb:vortex-compact	72319070	75489052	0.96
tpcds_q28/duckdb:vortex-compact	86494341	91172346	0.95
tpcds_q29/duckdb:vortex-compact	56305604	57241292	0.98
tpcds_q30/duckdb:vortex-compact 🚀	29387493	34120770	0.86
tpcds_q31/duckdb:vortex-compact	49690944	49921350	1.00
tpcds_q32/duckdb:vortex-compact	25014426	25785924	0.97
tpcds_q33/duckdb:vortex-compact	37662059	38977629	0.97
tpcds_q34/duckdb:vortex-compact	40436101	41702984	0.97
tpcds_q35/duckdb:vortex-compact	86861885	89308785	0.97
tpcds_q36/duckdb:vortex-compact	43095371	46554485	0.93
tpcds_q37/duckdb:vortex-compact	24634819	26682974	0.92
tpcds_q38/duckdb:vortex-compact	50369300	52898413	0.95
tpcds_q39/duckdb:vortex-compact 🚀	36967098	41075621	0.90
tpcds_q40/duckdb:vortex-compact	26482122	28310202	0.94
tpcds_q41/duckdb:vortex-compact	17166915	17274530	0.99
tpcds_q42/duckdb:vortex-compact	24050300	24132780	1.00
tpcds_q43/duckdb:vortex-compact	36616756	36467838	1.00
tpcds_q44/duckdb:vortex-compact	30661503	32080607	0.96
tpcds_q45/duckdb:vortex-compact	40837710	42987472	0.95
tpcds_q46/duckdb:vortex-compact	75322799	76924794	0.98
tpcds_q47/duckdb:vortex-compact	65586467	69346244	0.95
tpcds_q48/duckdb:vortex-compact	52167296	56802004	0.92
tpcds_q49/duckdb:vortex-compact 🚀	57763737	65380905	0.88
tpcds_q50/duckdb:vortex-compact	48449921	50840485	0.95
tpcds_q51/duckdb:vortex-compact	108339298	112166852	0.97
tpcds_q52/duckdb:vortex-compact	23930370	23165941	1.03
tpcds_q53/duckdb:vortex-compact	40878801	40454846	1.01
tpcds_q54/duckdb:vortex-compact	42506518	43064227	0.99
tpcds_q55/duckdb:vortex-compact	23848109	23992500	0.99
tpcds_q56/duckdb:vortex-compact	38905142	38377117	1.01
tpcds_q57/duckdb:vortex-compact	45259439	45792278	0.99
tpcds_q58/duckdb:vortex-compact 🚀	41537019	47761041	0.87
tpcds_q59/duckdb:vortex-compact	91010639	92750351	0.98
tpcds_q60/duckdb:vortex-compact	40183950	44053459	0.91
tpcds_q61/duckdb:vortex-compact	65722925	67693873	0.97
tpcds_q62/duckdb:vortex-compact	26407398	29096443	0.91
tpcds_q63/duckdb:vortex-compact	38602031	40504458	0.95
tpcds_q64/duckdb:vortex-compact	119280514	126080725	0.95
tpcds_q65/duckdb:vortex-compact	33341029	34363578	0.97
tpcds_q66/duckdb:vortex-compact	40027265	43481127	0.92
tpcds_q67/duckdb:vortex-compact	158253166	159854219	0.99
tpcds_q68/duckdb:vortex-compact	64429155	63287198	1.02
tpcds_q69/duckdb:vortex-compact	66140188	66247590	1.00
tpcds_q70/duckdb:vortex-compact	39499873	39528868	1.00
tpcds_q71/duckdb:vortex-compact	36469316	36753540	0.99
tpcds_q72/duckdb:vortex-compact	196954767	196745629	1.00
tpcds_q73/duckdb:vortex-compact	40174895	39088867	1.03
tpcds_q74/duckdb:vortex-compact	95431740	90295381	1.06
tpcds_q75/duckdb:vortex-compact	75151224	78687216	0.96
tpcds_q76/duckdb:vortex-compact	36324730	36387778	1.00
tpcds_q77/duckdb:vortex-compact	43539104	45991197	0.95
tpcds_q78/duckdb:vortex-compact 🚀	86857612	97125907	0.89
tpcds_q79/duckdb:vortex-compact	54966552	56382236	0.97
tpcds_q80/duckdb:vortex-compact	80477815	86087109	0.93
tpcds_q81/duckdb:vortex-compact	35359916	35685125	0.99
tpcds_q82/duckdb:vortex-compact	26864628	29542258	0.91
tpcds_q83/duckdb:vortex-compact	34485554	35307817	0.98
tpcds_q84/duckdb:vortex-compact	29830721	29975265	1.00
tpcds_q85/duckdb:vortex-compact	59947983	60692650	0.99
tpcds_q86/duckdb:vortex-compact	24557381	26020172	0.94
tpcds_q87/duckdb:vortex-compact	53463385	55389506	0.97
tpcds_q88/duckdb:vortex-compact	42684316	43618935	0.98
tpcds_q89/duckdb:vortex-compact	39288505	40962518	0.96
tpcds_q90/duckdb:vortex-compact	16143849	16603109	0.97
tpcds_q91/duckdb:vortex-compact	55063775	55637980	0.99
tpcds_q92/duckdb:vortex-compact 🚀	51408922	57187869	0.90
tpcds_q93/duckdb:vortex-compact	32951702	33995082	0.97
tpcds_q94/duckdb:vortex-compact	33800254	35530211	0.95
tpcds_q95/duckdb:vortex-compact 🚀	150323688	171248043	0.88
tpcds_q96/duckdb:vortex-compact	18560308	20136250	0.92
tpcds_q97/duckdb:vortex-compact	43296716	46838562	0.92
tpcds_q98/duckdb:vortex-compact	29608357	32002843	0.93
tpcds_q99/duckdb:vortex-compact	35747974	34559880	1.03

duckdb / parquet (0.974x ➖, 3↑ 1↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	28517171	30024101	0.95
tpcds_q02/duckdb:parquet	23692517	23233118	1.02
tpcds_q03/duckdb:parquet	11363044	11269000	1.01
tpcds_q04/duckdb:parquet	167162088	169453201	0.99
tpcds_q05/duckdb:parquet	30298760	29656096	1.02
tpcds_q06/duckdb:parquet	28040850	28471705	0.98
tpcds_q07/duckdb:parquet	21283446	21490537	0.99
tpcds_q08/duckdb:parquet	27206686	27447844	0.99
tpcds_q09/duckdb:parquet	39504549	39884058	0.99
tpcds_q10/duckdb:parquet	32613160	33244146	0.98
tpcds_q11/duckdb:parquet	82707813	90618236	0.91
tpcds_q12/duckdb:parquet	14676675	14829212	0.99
tpcds_q13/duckdb:parquet	32543372	33532041	0.97
tpcds_q14/duckdb:parquet	105589222	99240213	1.06
tpcds_q15/duckdb:parquet	30778653	30430573	1.01
tpcds_q16/duckdb:parquet	21772484	22145585	0.98
tpcds_q17/duckdb:parquet	38789588	37643060	1.03
tpcds_q18/duckdb:parquet	46718569	46234455	1.01
tpcds_q19/duckdb:parquet	29374547	30077244	0.98
tpcds_q20/duckdb:parquet	15672992	16007392	0.98
tpcds_q21/duckdb:parquet	11094326	11067630	1.00
tpcds_q22/duckdb:parquet	68044609	71375855	0.95
tpcds_q23/duckdb:parquet	81478719	82901710	0.98
tpcds_q24/duckdb:parquet	45771774	46575336	0.98
tpcds_q25/duckdb:parquet	32027948	34546330	0.93
tpcds_q26/duckdb:parquet	36255299	39564603	0.92
tpcds_q27/duckdb:parquet	47573308	51434662	0.92
tpcds_q28/duckdb:parquet	38011978	38978414	0.98
tpcds_q29/duckdb:parquet	35776155	36885225	0.97
tpcds_q30/duckdb:parquet	37149078	36970050	1.00
tpcds_q31/duckdb:parquet	24291618	24245908	1.00
tpcds_q32/duckdb:parquet	11530450	11981485	0.96
tpcds_q33/duckdb:parquet	20762431	20843836	1.00
tpcds_q34/duckdb:parquet	20461788	21238102	0.96
tpcds_q35/duckdb:parquet	58480833	58383086	1.00
tpcds_q36/duckdb:parquet	20005896	19830606	1.01
tpcds_q37/duckdb:parquet	12697770	12468703	1.02
tpcds_q38/duckdb:parquet	33656139	36043609	0.93
tpcds_q39/duckdb:parquet 🚀	29850006	33766223	0.88
tpcds_q40/duckdb:parquet	17051904	17919802	0.95
tpcds_q41/duckdb:parquet	7879521	8140815	0.97
tpcds_q42/duckdb:parquet	9698172	10273281	0.94
tpcds_q43/duckdb:parquet	15355158	15421686	1.00
tpcds_q44/duckdb:parquet	22053482	22361251	0.99
tpcds_q45/duckdb:parquet	25746001	27597799	0.93
tpcds_q46/duckdb:parquet	45444294	47285519	0.96
tpcds_q47/duckdb:parquet	46105522	45959867	1.00
tpcds_q48/duckdb:parquet	30683365	30947165	0.99
tpcds_q49/duckdb:parquet	24309756	25149836	0.97
tpcds_q50/duckdb:parquet	24204979	25529873	0.95
tpcds_q51/duckdb:parquet	96221672	97765672	0.98
tpcds_q52/duckdb:parquet	10382523	11340230	0.92
tpcds_q53/duckdb:parquet	15181359	15851576	0.96
tpcds_q54/duckdb:parquet	25769557	26554644	0.97
tpcds_q55/duckdb:parquet	10255762	10341172	0.99
tpcds_q56/duckdb:parquet	21516276	22701251	0.95
tpcds_q57/duckdb:parquet	34168974	35845885	0.95
tpcds_q58/duckdb:parquet	22456093	23546641	0.95
tpcds_q59/duckdb:parquet	36045508	35463195	1.02
tpcds_q60/duckdb:parquet	22013419	22077616	1.00
tpcds_q61/duckdb:parquet	30469832	31130258	0.98
tpcds_q62/duckdb:parquet	12941070	12507815	1.03
tpcds_q63/duckdb:parquet	14193621	14064301	1.01
tpcds_q64/duckdb:parquet	73760145	73833965	1.00
tpcds_q65/duckdb:parquet	19701889	21088480	0.93
tpcds_q66/duckdb:parquet	32373490	32011668	1.01
tpcds_q67/duckdb:parquet	134415428	143719056	0.94
tpcds_q68/duckdb:parquet	36847891	37573481	0.98
tpcds_q69/duckdb:parquet	35972062	37457364	0.96
tpcds_q70/duckdb:parquet	19633677	19797853	0.99
tpcds_q71/duckdb:parquet	19577383	20486411	0.96
tpcds_q72/duckdb:parquet	164891486	168221453	0.98
tpcds_q73/duckdb:parquet	18645434	19054971	0.98
tpcds_q74/duckdb:parquet	128793349	127375204	1.01
tpcds_q75/duckdb:parquet	52095154	55916556	0.93
tpcds_q76/duckdb:parquet	20126229	19828779	1.02
tpcds_q77/duckdb:parquet	21391508	21862735	0.98
tpcds_q78/duckdb:parquet	74419033	77583555	0.96
tpcds_q79/duckdb:parquet	26608965	27708069	0.96
tpcds_q80/duckdb:parquet	41198931	42776877	0.96
tpcds_q81/duckdb:parquet	30783405	33545945	0.92
tpcds_q82/duckdb:parquet	13474026	14308625	0.94
tpcds_q83/duckdb:parquet	16605444	16903289	0.98
tpcds_q84/duckdb:parquet	19357160	19645666	0.99
tpcds_q85/duckdb:parquet	41354423	39240084	1.05
tpcds_q86/duckdb:parquet	12139043	12897368	0.94
tpcds_q87/duckdb:parquet	35776255	39170210	0.91
tpcds_q88/duckdb:parquet	49073434	49409277	0.99
tpcds_q89/duckdb:parquet	16753298	16259629	1.03
tpcds_q90/duckdb:parquet	7976251	7864763	1.01
tpcds_q91/duckdb:parquet	22981616	23504526	0.98
tpcds_q92/duckdb:parquet	11435759	12320102	0.93
tpcds_q93/duckdb:parquet	29084354	31987764	0.91
tpcds_q94/duckdb:parquet	15867168	16806582	0.94
tpcds_q95/duckdb:parquet 🚨	143044906	126287971	1.13
tpcds_q96/duckdb:parquet 🚀	8580774	10115460	0.85
tpcds_q97/duckdb:parquet 🚀	34430360	38664427	0.89
tpcds_q98/duckdb:parquet	17808964	18390266	0.97
tpcds_q99/duckdb:parquet	19457049	20215380	0.96

duckdb / duckdb (0.974x ➖, 6↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20671748	20477534	1.01
tpcds_q02/duckdb:duckdb	19609626	19399931	1.01
tpcds_q03/duckdb:duckdb	9522626	9006735	1.06
tpcds_q04/duckdb:duckdb	171682981	179954261	0.95
tpcds_q05/duckdb:duckdb	19342789	20893284	0.93
tpcds_q06/duckdb:duckdb	22935016	24085273	0.95
tpcds_q07/duckdb:duckdb	40705747	41122178	0.99
tpcds_q08/duckdb:duckdb	121118092	121310407	1.00
tpcds_q09/duckdb:duckdb	20404941	21106827	0.97
tpcds_q10/duckdb:duckdb	25466796	25226695	1.01
tpcds_q11/duckdb:duckdb	93687758	98719416	0.95
tpcds_q12/duckdb:duckdb	11135603	12359796	0.90
tpcds_q13/duckdb:duckdb	23926055	26395748	0.91
tpcds_q14/duckdb:duckdb	93801331	95384615	0.98
tpcds_q15/duckdb:duckdb	25226457	26170886	0.96
tpcds_q16/duckdb:duckdb 🚀	18955852	21070412	0.90
tpcds_q17/duckdb:duckdb	23198839	23589519	0.98
tpcds_q18/duckdb:duckdb	46911338	46939841	1.00
tpcds_q19/duckdb:duckdb	18333816	17465637	1.05
tpcds_q20/duckdb:duckdb	12771101	13133184	0.97
tpcds_q21/duckdb:duckdb	7243001	7493086	0.97
tpcds_q22/duckdb:duckdb	63340470	68871694	0.92
tpcds_q23/duckdb:duckdb 🚀	70527879	79911707	0.88
tpcds_q24/duckdb:duckdb	25365749	26079742	0.97
tpcds_q25/duckdb:duckdb	18356594	18751372	0.98
tpcds_q26/duckdb:duckdb	26275265	26632331	0.99
tpcds_q27/duckdb:duckdb	38941169	41816710	0.93
tpcds_q28/duckdb:duckdb	22110902	22662547	0.98
tpcds_q29/duckdb:duckdb	22453727	22245687	1.01
tpcds_q30/duckdb:duckdb	28972494	30294236	0.96
tpcds_q31/duckdb:duckdb	49492640	51606736	0.96
tpcds_q32/duckdb:duckdb	8023588	7603697	1.06
tpcds_q33/duckdb:duckdb	13754538	14143160	0.97
tpcds_q34/duckdb:duckdb	14916644	16534732	0.90
tpcds_q35/duckdb:duckdb	35179484	35582507	0.99
tpcds_q36/duckdb:duckdb	70931023	74552482	0.95
tpcds_q37/duckdb:duckdb	8187752	8017449	1.02
tpcds_q38/duckdb:duckdb	30937619	31044293	1.00
tpcds_q39/duckdb:duckdb	25781110	27340693	0.94
tpcds_q40/duckdb:duckdb	13768491	14733372	0.93
tpcds_q41/duckdb:duckdb	8715793	9360185	0.93
tpcds_q42/duckdb:duckdb	6674414	6935365	0.96
tpcds_q43/duckdb:duckdb	11909406	12026274	0.99
tpcds_q44/duckdb:duckdb	13559412	14809129	0.92
tpcds_q45/duckdb:duckdb	17939100	18064932	0.99
tpcds_q46/duckdb:duckdb 🚀	38030104	42310350	0.90
tpcds_q47/duckdb:duckdb 🚀	40317472	45386007	0.89
tpcds_q48/duckdb:duckdb	23528800	24410818	0.96
tpcds_q49/duckdb:duckdb	17021997	17949428	0.95
tpcds_q50/duckdb:duckdb	14701981	15955764	0.92
tpcds_q51/duckdb:duckdb	93978235	94091549	1.00
tpcds_q52/duckdb:duckdb	7620085	7612487	1.00
tpcds_q53/duckdb:duckdb	13789961	13825620	1.00
tpcds_q54/duckdb:duckdb	18176977	17878458	1.02
tpcds_q55/duckdb:duckdb	7810146	7759049	1.01
tpcds_q56/duckdb:duckdb 🚀	13595211	15161847	0.90
tpcds_q57/duckdb:duckdb	33582374	33493221	1.00
tpcds_q58/duckdb:duckdb	13350367	12832210	1.04
tpcds_q59/duckdb:duckdb	36048179	37603227	0.96
tpcds_q60/duckdb:duckdb	14946058	16459392	0.91
tpcds_q61/duckdb:duckdb	15310790	15243727	1.00
tpcds_q62/duckdb:duckdb	10267856	10137054	1.01
tpcds_q63/duckdb:duckdb	12642746	12676245	1.00
tpcds_q64/duckdb:duckdb	54592157	58494621	0.93
tpcds_q65/duckdb:duckdb	35737072	36486274	0.98
tpcds_q66/duckdb:duckdb	26605834	25976981	1.02
tpcds_q67/duckdb:duckdb	135773384	134003880	1.01
tpcds_q68/duckdb:duckdb	25637369	26037024	0.98
tpcds_q69/duckdb:duckdb	24976144	26501410	0.94
tpcds_q70/duckdb:duckdb	15848414	15233840	1.04
tpcds_q71/duckdb:duckdb	13388705	12987891	1.03
tpcds_q72/duckdb:duckdb	42698247	44997809	0.95
tpcds_q73/duckdb:duckdb	11467415	11044601	1.04
tpcds_q74/duckdb:duckdb	145339827	147891534	0.98
tpcds_q75/duckdb:duckdb	43966030	42727704	1.03
tpcds_q76/duckdb:duckdb	12955663	12732185	1.02
tpcds_q77/duckdb:duckdb	12597670	13446412	0.94
tpcds_q78/duckdb:duckdb	63077492	65317440	0.97
tpcds_q79/duckdb:duckdb	19427387	19995908	0.97
tpcds_q80/duckdb:duckdb 🚀	27217098	32432228	0.84
tpcds_q81/duckdb:duckdb	39787715	41446918	0.96
tpcds_q82/duckdb:duckdb	9143887	9600681	0.95
tpcds_q83/duckdb:duckdb	9844200	10713020	0.92
tpcds_q84/duckdb:duckdb	15813777	14907521	1.06
tpcds_q85/duckdb:duckdb	26357782	25924363	1.02
tpcds_q86/duckdb:duckdb	11411372	12084673	0.94
tpcds_q87/duckdb:duckdb	34464669	33001533	1.04
tpcds_q88/duckdb:duckdb	26706676	26756456	1.00
tpcds_q89/duckdb:duckdb	14798420	15233318	0.97
tpcds_q90/duckdb:duckdb	6007663	6096810	0.99
tpcds_q91/duckdb:duckdb	14104958	13320186	1.06
tpcds_q92/duckdb:duckdb	9124206	9137955	1.00
tpcds_q93/duckdb:duckdb	23220407	22823275	1.02
tpcds_q94/duckdb:duckdb	13178062	14161209	0.93
tpcds_q95/duckdb:duckdb	110854030	113697791	0.97
tpcds_q96/duckdb:duckdb	4910808	4805627	1.02
tpcds_q97/duckdb:duckdb	29901487	30945160	0.97
tpcds_q98/duckdb:duckdb	13990338	14190994	0.99
tpcds_q99/duckdb:duckdb	17418585	17810039	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+0.4%	-4.4%	+5.0%	+20.0%	➖ noise
1	datafusion:vortex-file-compressed	-1.5%	-4.4%	+3.0%	+19.5%	➖ noise
1	duckdb:duckdb	+0.9%	-4.4%	+5.6%	+23.2%	➖ noise
1	duckdb:vortex-compact	-3.3%	-4.4%	+1.1%	+22.7%	➖ noise
1	duckdb:vortex-file-compressed	-0.1%	-4.4%	+4.5%	+33.7%	➖ noise
2	datafusion:vortex-compact	-3.8%	+1.1%	-4.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+0.8%	+1.1%	-0.4%	+13.5%	➖ noise
2	duckdb:duckdb	+1.1%	+1.1%	-0.1%	+10.6%	➖ noise
2	duckdb:vortex-compact	+1.6%	+1.1%	+0.5%	+18.8%	➖ noise
2	duckdb:vortex-file-compressed	+5.3%	+1.1%	+4.1%	+29.4%	➖ noise
3	datafusion:vortex-compact	+0.3%	-5.2%	+5.8%	+17.8%	➖ noise
3	datafusion:vortex-file-compressed	+2.9%	-5.2%	+8.5%	+12.4%	➖ noise
3	duckdb:duckdb	+5.7%	-5.2%	+11.5%	+17.2%	➖ noise
3	duckdb:vortex-compact	+0.1%	-5.2%	+5.6%	+10.7%	➖ noise
3	duckdb:vortex-file-compressed	-2.8%	-5.2%	+2.5%	+13.4%	➖ noise
4	datafusion:vortex-compact	-5.8%	-2.6%	-3.3%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.1%	-2.6%	+0.5%	+10.0%	➖ noise
4	duckdb:duckdb	-4.6%	-2.6%	-2.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.8%	-2.6%	+3.5%	+11.4%	➖ noise
4	duckdb:vortex-file-compressed	+0.6%	-2.6%	+3.2%	+15.5%	➖ noise
5	datafusion:vortex-compact	-1.1%	+2.9%	-3.9%	+15.0%	➖ noise
5	datafusion:vortex-file-compressed	-4.7%	+2.9%	-7.4%	+11.4%	➖ noise
5	duckdb:duckdb	-7.4%	+2.9%	-10.0%	+15.6%	➖ noise
5	duckdb:vortex-compact	-9.5%	+2.9%	-12.1%	+14.3%	➖ noise
5	duckdb:vortex-file-compressed	+2.7%	+2.9%	-0.2%	+13.2%	➖ noise
6	datafusion:vortex-compact	-6.6%	-1.4%	-5.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.0%	-1.4%	-1.6%	+15.2%	➖ noise
6	duckdb:duckdb	-4.8%	-1.4%	-3.5%	+12.6%	➖ noise
6	duckdb:vortex-compact	-4.6%	-1.4%	-3.3%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.8%	-1.4%	-3.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	-10.4%	-3.1%	-7.6%	+11.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.5%	-3.1%	+6.8%	+10.0%	➖ noise
7	duckdb:duckdb	-1.0%	-3.1%	+2.1%	+18.2%	➖ noise
7	duckdb:vortex-compact	-0.7%	-3.1%	+2.5%	+17.2%	➖ noise
7	duckdb:vortex-file-compressed	-8.5%	-3.1%	-5.6%	+29.5%	➖ noise
8	datafusion:vortex-compact	-0.2%	-0.5%	+0.3%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-2.6%	-0.5%	-2.1%	+10.0%	➖ noise
8	duckdb:duckdb	-0.2%	-0.5%	+0.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	-6.1%	-0.5%	-5.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-3.8%	-0.5%	-3.4%	+10.0%	➖ noise
9	datafusion:vortex-compact	-3.1%	-2.2%	-0.9%	+10.4%	➖ noise
9	datafusion:vortex-file-compressed	-0.2%	-2.2%	+2.0%	+10.0%	➖ noise
9	duckdb:duckdb	-3.3%	-2.2%	-1.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	-5.4%	-2.2%	-3.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-6.7%	-2.2%	-4.7%	+10.0%	➖ noise
10	datafusion:vortex-compact	-4.9%	-3.3%	-1.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-2.3%	-3.3%	+1.0%	+10.0%	➖ noise
10	duckdb:duckdb	+1.0%	-3.3%	+4.4%	+10.0%	➖ noise
10	duckdb:vortex-compact	-5.5%	-3.3%	-2.4%	+13.0%	➖ noise
10	duckdb:vortex-file-compressed	-5.8%	-3.3%	-2.6%	+10.0%	➖ noise
11	datafusion:vortex-compact	-5.6%	-7.4%	+1.9%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-0.5%	-7.4%	+7.5%	+10.0%	➖ noise
11	duckdb:duckdb	-5.1%	-7.4%	+2.5%	+10.0%	➖ noise
11	duckdb:vortex-compact	-7.5%	-7.4%	-0.2%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-6.4%	-7.4%	+1.0%	+14.7%	➖ noise
12	datafusion:vortex-compact	-10.8%	+3.3%	-13.7%	+11.5%	✅ faster
12	datafusion:vortex-file-compressed	-2.6%	+3.3%	-5.7%	+10.5%	➖ noise
12	duckdb:duckdb	-9.9%	+3.3%	-12.8%	+12.9%	✅ faster
12	duckdb:vortex-compact	-9.3%	+3.3%	-12.2%	+12.5%	✅ faster
12	duckdb:vortex-file-compressed	+0.3%	+3.3%	-3.0%	+10.0%	➖ noise
13	datafusion:vortex-compact	-2.3%	-2.7%	+0.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-2.8%	-2.7%	-0.1%	+10.9%	➖ noise
13	duckdb:duckdb	-9.4%	-2.7%	-6.9%	+10.0%	➖ noise
13	duckdb:vortex-compact	-5.0%	-2.7%	-2.3%	+10.3%	➖ noise
13	duckdb:vortex-file-compressed	-6.3%	-2.7%	-3.8%	+10.0%	➖ noise
14	datafusion:vortex-compact	-2.2%	-1.0%	-1.2%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.4%	-1.0%	-0.5%	+10.0%	➖ noise
14	duckdb:duckdb	-1.7%	-1.0%	-0.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	-0.5%	-1.0%	+0.5%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.5%	-1.0%	+0.4%	+10.0%	➖ noise
15	datafusion:vortex-compact	-3.4%	-2.7%	-0.7%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.9%	-2.7%	+1.8%	+10.0%	➖ noise
15	duckdb:duckdb	-3.6%	-2.7%	-1.0%	+14.4%	➖ noise
15	duckdb:vortex-compact	-1.4%	-2.7%	+1.3%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-4.6%	-2.7%	-2.0%	+10.0%	➖ noise
16	datafusion:vortex-compact	+1.1%	-5.4%	+6.8%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-3.9%	-5.4%	+1.6%	+10.0%	➖ noise
16	duckdb:duckdb	-10.0%	-5.4%	-4.9%	+10.2%	➖ noise
16	duckdb:vortex-compact	+1.7%	-5.4%	+7.4%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-7.9%	-5.4%	-2.7%	+11.8%	➖ noise
17	datafusion:vortex-compact	+1.4%	+1.0%	+0.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.0%	+1.0%	-1.9%	+10.0%	➖ noise
17	duckdb:duckdb	-1.7%	+1.0%	-2.6%	+10.0%	➖ noise
17	duckdb:vortex-compact	-2.1%	+1.0%	-3.0%	+11.6%	➖ noise
17	duckdb:vortex-file-compressed	-6.5%	+1.0%	-7.4%	+13.7%	➖ noise
18	datafusion:vortex-compact	-6.3%	-0.4%	-5.9%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-1.3%	-0.4%	-0.9%	+13.7%	➖ noise
18	duckdb:duckdb	-0.1%	-0.4%	+0.3%	+11.5%	➖ noise
18	duckdb:vortex-compact	-1.6%	-0.4%	-1.2%	+10.6%	➖ noise
18	duckdb:vortex-file-compressed	-4.4%	-0.4%	-4.0%	+10.2%	➖ noise
19	datafusion:vortex-compact	-6.5%	-1.9%	-4.6%	+11.2%	➖ noise
19	datafusion:vortex-file-compressed	+0.4%	-1.9%	+2.3%	+10.0%	➖ noise
19	duckdb:duckdb	+5.0%	-1.9%	+7.0%	+10.0%	➖ noise
19	duckdb:vortex-compact	-4.1%	-1.9%	-2.2%	+13.9%	➖ noise
19	duckdb:vortex-file-compressed	-2.8%	-1.9%	-0.9%	+15.6%	➖ noise
20	datafusion:vortex-compact	-10.4%	-0.8%	-9.6%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	-4.4%	-0.8%	-3.7%	+10.0%	➖ noise
20	duckdb:duckdb	-2.8%	-0.8%	-2.0%	+22.3%	➖ noise
20	duckdb:vortex-compact	-3.7%	-0.8%	-2.9%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-5.9%	-0.8%	-5.1%	+10.0%	➖ noise
21	datafusion:vortex-compact	-4.7%	-1.8%	-3.0%	+11.0%	➖ noise
21	datafusion:vortex-file-compressed	-5.8%	-1.8%	-4.0%	+12.5%	➖ noise
21	duckdb:duckdb	-3.3%	-1.8%	-1.5%	+19.9%	➖ noise
21	duckdb:vortex-compact	+3.0%	-1.8%	+5.0%	+16.5%	➖ noise
21	duckdb:vortex-file-compressed	-5.2%	-1.8%	-3.4%	+16.1%	➖ noise
22	datafusion:vortex-compact	+0.1%	-10.6%	+11.9%	+18.0%	➖ noise
22	datafusion:vortex-file-compressed	-0.1%	-10.6%	+11.7%	+13.5%	➖ noise
22	duckdb:duckdb	-8.0%	-10.6%	+2.8%	+13.2%	➖ noise
22	duckdb:vortex-compact	-10.6%	-10.6%	-0.0%	+13.6%	➖ noise
22	duckdb:vortex-file-compressed	-24.8%	-10.6%	-15.9%	+13.2%	✅ faster
23	datafusion:vortex-compact	-5.6%	-4.3%	-1.4%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	-5.1%	-4.3%	-0.9%	+10.0%	➖ noise
23	duckdb:duckdb	-11.7%	-4.3%	-7.8%	+10.0%	➖ noise
23	duckdb:vortex-compact	-3.2%	-4.3%	+1.2%	+11.6%	➖ noise
23	duckdb:vortex-file-compressed	-10.5%	-4.3%	-6.5%	+10.0%	➖ noise
24	datafusion:vortex-compact	-3.1%	-3.5%	+0.4%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-0.8%	-3.5%	+2.8%	+10.0%	➖ noise
24	duckdb:duckdb	-2.7%	-3.5%	+0.8%	+12.2%	➖ noise
24	duckdb:vortex-compact	-5.3%	-3.5%	-1.9%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-5.2%	-3.5%	-1.7%	+14.0%	➖ noise
25	datafusion:vortex-compact	-7.7%	-5.5%	-2.4%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	-5.9%	-5.5%	-0.5%	+10.0%	➖ noise
25	duckdb:duckdb	-2.1%	-5.5%	+3.5%	+10.2%	➖ noise
25	duckdb:vortex-compact	+1.4%	-5.5%	+7.2%	+12.6%	➖ noise
25	duckdb:vortex-file-compressed	-2.2%	-5.5%	+3.4%	+15.2%	➖ noise
26	datafusion:vortex-compact	+2.0%	-4.1%	+6.4%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-1.3%	-4.1%	+2.9%	+10.0%	➖ noise
26	duckdb:duckdb	-1.3%	-4.1%	+2.9%	+13.1%	➖ noise
26	duckdb:vortex-compact	-1.8%	-4.1%	+2.4%	+11.6%	➖ noise
26	duckdb:vortex-file-compressed	+0.3%	-4.1%	+4.6%	+10.0%	➖ noise
27	datafusion:vortex-compact	-4.1%	-6.3%	+2.3%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	-6.0%	-6.3%	+0.3%	+13.9%	➖ noise
27	duckdb:duckdb	-6.9%	-6.3%	-0.6%	+16.1%	➖ noise
27	duckdb:vortex-compact	-4.2%	-6.3%	+2.3%	+10.8%	➖ noise
27	duckdb:vortex-file-compressed	-4.1%	-6.3%	+2.4%	+12.1%	➖ noise
28	datafusion:vortex-compact	-1.0%	-6.7%	+6.0%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-8.5%	-6.7%	-1.9%	+11.8%	➖ noise
28	duckdb:duckdb	-2.4%	-6.7%	+4.6%	+10.0%	➖ noise
28	duckdb:vortex-compact	-5.1%	-6.7%	+1.7%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-5.8%	-6.7%	+0.9%	+10.0%	➖ noise
29	datafusion:vortex-compact	-5.1%	-3.4%	-1.8%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+1.0%	-3.4%	+4.5%	+10.0%	➖ noise
29	duckdb:duckdb	+0.9%	-3.4%	+4.4%	+10.0%	➖ noise
29	duckdb:vortex-compact	-1.6%	-3.4%	+1.8%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+4.8%	-3.4%	+8.5%	+13.5%	➖ noise
30	datafusion:vortex-compact	-4.5%	-1.7%	-2.8%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	-6.5%	-1.7%	-4.8%	+10.0%	➖ noise
30	duckdb:duckdb	-4.4%	-1.7%	-2.7%	+10.0%	➖ noise
30	duckdb:vortex-compact	-13.9%	-1.7%	-12.3%	+10.9%	✅ faster
30	duckdb:vortex-file-compressed	-7.5%	-1.7%	-5.8%	+15.4%	➖ noise
31	datafusion:vortex-compact	+1.6%	-1.5%	+3.2%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-4.6%	-1.5%	-3.1%	+10.0%	➖ noise
31	duckdb:duckdb	-4.1%	-1.5%	-2.6%	+10.0%	➖ noise
31	duckdb:vortex-compact	-0.5%	-1.5%	+1.1%	+12.6%	➖ noise
31	duckdb:vortex-file-compressed	-4.1%	-1.5%	-2.6%	+10.0%	➖ noise
32	datafusion:vortex-compact	-1.0%	-3.7%	+2.8%	+15.3%	➖ noise
32	datafusion:vortex-file-compressed	+5.7%	-3.7%	+9.8%	+15.5%	➖ noise
32	duckdb:duckdb	+5.5%	-3.7%	+9.6%	+13.3%	➖ noise
32	duckdb:vortex-compact	-3.0%	-3.7%	+0.7%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-4.4%	-3.7%	-0.7%	+10.4%	➖ noise
33	datafusion:vortex-compact	-2.1%	-2.2%	+0.1%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-1.1%	-2.2%	+1.2%	+11.2%	➖ noise
33	duckdb:duckdb	-2.7%	-2.2%	-0.5%	+11.6%	➖ noise
33	duckdb:vortex-compact	-3.4%	-2.2%	-1.2%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+3.9%	-2.2%	+6.2%	+16.7%	➖ noise
34	datafusion:vortex-compact	+1.3%	-3.5%	+5.0%	+11.6%	➖ noise
34	datafusion:vortex-file-compressed	+1.2%	-3.5%	+4.8%	+10.0%	➖ noise
34	duckdb:duckdb	-9.8%	-3.5%	-6.6%	+10.4%	➖ noise
34	duckdb:vortex-compact	-3.0%	-3.5%	+0.4%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-3.7%	-3.5%	-0.2%	+10.1%	➖ noise
35	datafusion:vortex-compact	-0.1%	-1.9%	+1.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-3.9%	-1.9%	-2.0%	+10.0%	➖ noise
35	duckdb:duckdb	-1.1%	-1.9%	+0.8%	+18.5%	➖ noise
35	duckdb:vortex-compact	-2.7%	-1.9%	-0.9%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.8%	-1.9%	+2.8%	+10.2%	➖ noise
36	datafusion:vortex-compact	-3.4%	-1.2%	-2.2%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-5.3%	-1.2%	-4.1%	+10.0%	➖ noise
36	duckdb:duckdb	-4.9%	-1.2%	-3.7%	+10.0%	➖ noise
36	duckdb:vortex-compact	-7.4%	-1.2%	-6.3%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	-3.0%	-1.2%	-1.8%	+10.0%	➖ noise
37	datafusion:vortex-compact	+5.1%	+1.4%	+3.7%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-12.1%	+1.4%	-13.3%	+10.0%	✅ faster
37	duckdb:duckdb	+2.1%	+1.4%	+0.7%	+13.3%	➖ noise
37	duckdb:vortex-compact	-7.7%	+1.4%	-8.9%	+11.6%	➖ noise
37	duckdb:vortex-file-compressed	+0.1%	+1.4%	-1.3%	+19.2%	➖ noise
38	datafusion:vortex-compact	+1.5%	-5.4%	+7.3%	+12.0%	➖ noise
38	datafusion:vortex-file-compressed	-5.7%	-5.4%	-0.4%	+10.3%	➖ noise
38	duckdb:duckdb	-0.3%	-5.4%	+5.3%	+17.7%	➖ noise
38	duckdb:vortex-compact	-4.8%	-5.4%	+0.6%	+11.8%	➖ noise
38	duckdb:vortex-file-compressed	-4.1%	-5.4%	+1.3%	+16.8%	➖ noise
39	datafusion:vortex-compact	-7.5%	-6.9%	-0.7%	+17.7%	➖ noise
39	datafusion:vortex-file-compressed	-8.1%	-6.9%	-1.3%	+14.5%	➖ noise
39	duckdb:duckdb	-5.7%	-6.9%	+1.3%	+22.9%	➖ noise
39	duckdb:vortex-compact	-10.0%	-6.9%	-3.3%	+16.3%	➖ noise
39	duckdb:vortex-file-compressed	-1.6%	-6.9%	+5.7%	+10.0%	➖ noise
40	datafusion:vortex-compact	+1.0%	-3.2%	+4.4%	+13.0%	➖ noise
40	datafusion:vortex-file-compressed	-3.7%	-3.2%	-0.5%	+10.0%	➖ noise
40	duckdb:duckdb	-6.5%	-3.2%	-3.4%	+14.7%	➖ noise
40	duckdb:vortex-compact	-6.5%	-3.2%	-3.3%	+12.2%	➖ noise
40	duckdb:vortex-file-compressed	-1.3%	-3.2%	+2.0%	+17.9%	➖ noise
41	datafusion:vortex-compact	-4.3%	-6.6%	+2.4%	+10.3%	➖ noise
41	datafusion:vortex-file-compressed	-5.8%	-6.6%	+0.9%	+10.0%	➖ noise
41	duckdb:duckdb	-6.9%	-6.6%	-0.3%	+11.4%	➖ noise
41	duckdb:vortex-compact	-0.6%	-6.6%	+6.4%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-3.4%	-6.6%	+3.4%	+11.3%	➖ noise
42	datafusion:vortex-compact	-5.5%	-2.2%	-3.4%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	-5.9%	-2.2%	-3.8%	+10.8%	➖ noise
42	duckdb:duckdb	-3.8%	-2.2%	-1.6%	+14.6%	➖ noise
42	duckdb:vortex-compact	-0.3%	-2.2%	+1.9%	+13.7%	➖ noise
42	duckdb:vortex-file-compressed	+3.3%	-2.2%	+5.6%	+14.6%	➖ noise
43	datafusion:vortex-compact	-6.8%	-0.7%	-6.2%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	-4.0%	-0.7%	-3.3%	+10.0%	➖ noise
43	duckdb:duckdb	-1.0%	-0.7%	-0.3%	+10.0%	➖ noise
43	duckdb:vortex-compact	+0.4%	-0.7%	+1.1%	+12.3%	➖ noise
43	duckdb:vortex-file-compressed	-4.6%	-0.7%	-3.9%	+11.3%	➖ noise
44	datafusion:vortex-compact	-1.4%	-0.9%	-0.6%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	-5.6%	-0.9%	-4.7%	+10.0%	➖ noise
44	duckdb:duckdb	-8.4%	-0.9%	-7.6%	+12.3%	➖ noise
44	duckdb:vortex-compact	-4.4%	-0.9%	-3.6%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-9.8%	-0.9%	-9.0%	+17.4%	➖ noise
45	datafusion:vortex-compact	-14.7%	-5.7%	-9.6%	+11.7%	➖ noise
45	datafusion:vortex-file-compressed	+1.0%	-5.7%	+7.1%	+13.3%	➖ noise
45	duckdb:duckdb	-0.7%	-5.7%	+5.3%	+10.0%	➖ noise
45	duckdb:vortex-compact	-5.0%	-5.7%	+0.7%	+13.3%	➖ noise
45	duckdb:vortex-file-compressed	-1.3%	-5.7%	+4.6%	+10.6%	➖ noise
46	datafusion:vortex-compact	-3.2%	-5.5%	+2.5%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+3.1%	-5.5%	+9.1%	+10.0%	➖ noise
46	duckdb:duckdb	-10.1%	-5.5%	-4.8%	+11.8%	➖ noise
46	duckdb:vortex-compact	-2.1%	-5.5%	+3.7%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-4.1%	-5.5%	+1.6%	+10.0%	➖ noise
47	datafusion:vortex-compact	-8.3%	-3.2%	-5.3%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	-2.7%	-3.2%	+0.6%	+10.0%	➖ noise
47	duckdb:duckdb	-11.2%	-3.2%	-8.2%	+12.0%	➖ noise
47	duckdb:vortex-compact	-5.4%	-3.2%	-2.3%	+12.9%	➖ noise
47	duckdb:vortex-file-compressed	-5.7%	-3.2%	-2.6%	+10.0%	➖ noise
48	datafusion:vortex-compact	-2.8%	-3.2%	+0.3%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-0.2%	-3.2%	+3.1%	+10.0%	➖ noise
48	duckdb:duckdb	-3.6%	-3.2%	-0.5%	+10.0%	➖ noise
48	duckdb:vortex-compact	-8.2%	-3.2%	-5.2%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-7.5%	-3.2%	-4.5%	+10.0%	➖ noise
49	datafusion:vortex-compact	-4.7%	-2.6%	-2.1%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	-1.7%	-2.6%	+1.0%	+10.0%	➖ noise
49	duckdb:duckdb	-5.2%	-2.6%	-2.6%	+11.4%	➖ noise
49	duckdb:vortex-compact	-11.7%	-2.6%	-9.3%	+10.0%	✅ faster
49	duckdb:vortex-file-compressed	-10.2%	-2.6%	-7.8%	+18.7%	➖ noise
50	datafusion:vortex-compact	-8.3%	-3.3%	-5.2%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+1.9%	-3.3%	+5.4%	+11.7%	➖ noise
50	duckdb:duckdb	-7.9%	-3.3%	-4.7%	+10.0%	➖ noise
50	duckdb:vortex-compact	-4.7%	-3.3%	-1.5%	+10.9%	➖ noise
50	duckdb:vortex-file-compressed	-1.7%	-3.3%	+1.6%	+13.2%	➖ noise
51	datafusion:vortex-compact	-2.1%	-3.5%	+1.5%	+12.0%	➖ noise
51	datafusion:vortex-file-compressed	+1.1%	-3.5%	+4.8%	+11.4%	➖ noise
51	duckdb:duckdb	-0.1%	-3.5%	+3.5%	+21.7%	➖ noise
51	duckdb:vortex-compact	-3.4%	-3.5%	+0.1%	+18.0%	➖ noise
51	duckdb:vortex-file-compressed	-2.7%	-3.5%	+0.8%	+19.3%	➖ noise
52	datafusion:vortex-compact	-5.9%	-9.7%	+4.2%	+10.0%	➖ noise
52	datafusion:vortex-file-compressed	-6.9%	-9.7%	+3.1%	+12.0%	➖ noise
52	duckdb:duckdb	+0.1%	-9.7%	+10.8%	+13.3%	➖ noise
52	duckdb:vortex-compact	+3.3%	-9.7%	+14.4%	+22.1%	➖ noise
52	duckdb:vortex-file-compressed	+8.5%	-9.7%	+20.1%	+11.4%	🚨 regression
53	datafusion:vortex-compact	-4.4%	-4.0%	-0.4%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	-1.0%	-4.0%	+3.1%	+11.7%	➖ noise
53	duckdb:duckdb	-0.3%	-4.0%	+3.9%	+11.2%	➖ noise
53	duckdb:vortex-compact	+1.0%	-4.0%	+5.2%	+15.2%	➖ noise
53	duckdb:vortex-file-compressed	-6.2%	-4.0%	-2.3%	+12.4%	➖ noise
54	datafusion:vortex-compact	-6.8%	+0.3%	-7.1%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	-1.3%	+0.3%	-1.6%	+10.0%	➖ noise
54	duckdb:duckdb	+1.7%	+0.3%	+1.3%	+12.0%	➖ noise
54	duckdb:vortex-compact	-1.3%	+0.3%	-1.6%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	-3.4%	+0.3%	-3.7%	+10.0%	➖ noise
55	datafusion:vortex-compact	-4.7%	-1.3%	-3.5%	+12.0%	➖ noise
55	datafusion:vortex-file-compressed	-1.3%	-1.3%	-0.0%	+12.8%	➖ noise
55	duckdb:duckdb	+0.7%	-1.3%	+2.0%	+17.2%	➖ noise
55	duckdb:vortex-compact	-0.6%	-1.3%	+0.7%	+12.6%	➖ noise
55	duckdb:vortex-file-compressed	-9.3%	-1.3%	-8.2%	+13.1%	➖ noise
56	datafusion:vortex-compact	-3.3%	-2.7%	-0.7%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-6.0%	-2.7%	-3.4%	+10.8%	➖ noise
56	duckdb:duckdb	-10.3%	-2.7%	-7.9%	+10.0%	➖ noise
56	duckdb:vortex-compact	+1.4%	-2.7%	+4.2%	+12.4%	➖ noise
56	duckdb:vortex-file-compressed	-5.1%	-2.7%	-2.5%	+10.0%	➖ noise
57	datafusion:vortex-compact	-2.6%	-3.0%	+0.4%	+13.2%	➖ noise
57	datafusion:vortex-file-compressed	-1.2%	-3.0%	+1.8%	+13.8%	➖ noise
57	duckdb:duckdb	+0.3%	-3.0%	+3.4%	+21.4%	➖ noise
57	duckdb:vortex-compact	-1.2%	-3.0%	+1.9%	+16.8%	➖ noise
57	duckdb:vortex-file-compressed	-2.6%	-3.0%	+0.4%	+19.5%	➖ noise
58	datafusion:vortex-compact	-2.3%	-3.5%	+1.3%	+10.3%	➖ noise
58	datafusion:vortex-file-compressed	+5.1%	-3.5%	+9.0%	+10.0%	➖ noise
58	duckdb:duckdb	+4.0%	-3.5%	+7.9%	+12.9%	➖ noise
58	duckdb:vortex-compact	-13.0%	-3.5%	-9.8%	+10.8%	✅ faster
58	duckdb:vortex-file-compressed	-2.0%	-3.5%	+1.6%	+18.1%	➖ noise
59	datafusion:vortex-compact	-4.9%	-1.9%	-3.0%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-3.8%	-1.9%	-2.0%	+10.0%	➖ noise
59	duckdb:duckdb	-4.1%	-1.9%	-2.3%	+10.0%	➖ noise
59	duckdb:vortex-compact	-1.9%	-1.9%	+0.0%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	+1.0%	-1.9%	+3.0%	+18.2%	➖ noise
60	datafusion:vortex-compact	-3.2%	-6.1%	+3.1%	+13.2%	➖ noise
60	datafusion:vortex-file-compressed	-4.0%	-6.1%	+2.2%	+10.0%	➖ noise
60	duckdb:duckdb	-9.2%	-6.1%	-3.3%	+10.7%	➖ noise
60	duckdb:vortex-compact	-8.8%	-6.1%	-2.9%	+11.2%	➖ noise
60	duckdb:vortex-file-compressed	+1.9%	-6.1%	+8.5%	+22.9%	➖ noise
61	datafusion:vortex-compact	-6.0%	-4.3%	-1.8%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-1.6%	-4.3%	+2.8%	+10.0%	➖ noise
61	duckdb:duckdb	+0.4%	-4.3%	+4.9%	+10.0%	➖ noise
61	duckdb:vortex-compact	-2.9%	-4.3%	+1.4%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	-5.5%	-4.3%	-1.3%	+19.1%	➖ noise
62	datafusion:vortex-compact	-7.1%	+1.1%	-8.1%	+15.4%	➖ noise
62	datafusion:vortex-file-compressed	-2.8%	+1.1%	-3.8%	+13.7%	➖ noise
62	duckdb:duckdb	+1.3%	+1.1%	+0.2%	+19.5%	➖ noise
62	duckdb:vortex-compact	-9.2%	+1.1%	-10.2%	+21.5%	➖ noise
62	duckdb:vortex-file-compressed	-9.4%	+1.1%	-10.3%	+14.9%	➖ noise
63	datafusion:vortex-compact	-4.5%	-0.5%	-4.1%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+0.8%	-0.5%	+1.3%	+10.0%	➖ noise
63	duckdb:duckdb	-0.3%	-0.5%	+0.2%	+10.1%	➖ noise
63	duckdb:vortex-compact	-4.7%	-0.5%	-4.2%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	-2.1%	-0.5%	-1.6%	+10.0%	➖ noise
64	datafusion:vortex-compact	-3.3%	-0.8%	-2.5%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-3.5%	-0.8%	-2.7%	+10.0%	➖ noise
64	duckdb:duckdb	-6.7%	-0.8%	-5.9%	+10.0%	➖ noise
64	duckdb:vortex-compact	-5.4%	-0.8%	-4.6%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-4.5%	-0.8%	-3.7%	+11.9%	➖ noise
65	datafusion:vortex-compact	+4.3%	-6.4%	+11.4%	+13.0%	➖ noise
65	datafusion:vortex-file-compressed	-0.4%	-6.4%	+6.4%	+10.0%	➖ noise
65	duckdb:duckdb	-2.1%	-6.4%	+4.6%	+13.9%	➖ noise
65	duckdb:vortex-compact	-3.0%	-6.4%	+3.6%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-6.7%	-6.4%	-0.3%	+10.0%	➖ noise
66	datafusion:vortex-compact	+4.4%	-5.2%	+10.1%	+10.9%	➖ noise
66	datafusion:vortex-file-compressed	+0.0%	-5.2%	+5.5%	+11.5%	➖ noise
66	duckdb:duckdb	+2.4%	-5.2%	+8.0%	+12.6%	➖ noise
66	duckdb:vortex-compact	-7.9%	-5.2%	-2.9%	+10.4%	➖ noise
66	duckdb:vortex-file-compressed	+0.8%	-5.2%	+6.3%	+10.0%	➖ noise
67	datafusion:vortex-compact	-3.3%	+0.1%	-3.5%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-9.6%	+0.1%	-9.7%	+10.0%	✅ faster
67	duckdb:duckdb	+1.3%	+0.1%	+1.2%	+10.0%	➖ noise
67	duckdb:vortex-compact	-1.0%	+0.1%	-1.1%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	-8.4%	+0.1%	-8.5%	+10.0%	➖ noise
68	datafusion:vortex-compact	-3.8%	-1.8%	-2.1%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-3.0%	-1.8%	-1.3%	+15.3%	➖ noise
68	duckdb:duckdb	-1.5%	-1.8%	+0.2%	+10.0%	➖ noise
68	duckdb:vortex-compact	+1.8%	-1.8%	+3.6%	+11.1%	➖ noise
68	duckdb:vortex-file-compressed	-3.8%	-1.8%	-2.1%	+13.5%	➖ noise
69	datafusion:vortex-compact	-3.4%	-0.7%	-2.8%	+11.6%	➖ noise
69	datafusion:vortex-file-compressed	-2.0%	-0.7%	-1.4%	+10.0%	➖ noise
69	duckdb:duckdb	-5.8%	-0.7%	-5.1%	+10.0%	➖ noise
69	duckdb:vortex-compact	-0.2%	-0.7%	+0.5%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	-3.1%	-0.7%	-2.4%	+10.0%	➖ noise
70	datafusion:vortex-compact	+2.1%	-3.0%	+5.2%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	-7.1%	-3.0%	-4.3%	+11.1%	➖ noise
70	duckdb:duckdb	+4.0%	-3.0%	+7.2%	+11.9%	➖ noise
70	duckdb:vortex-compact	-0.1%	-3.0%	+3.0%	+10.8%	➖ noise
70	duckdb:vortex-file-compressed	-2.8%	-3.0%	+0.2%	+10.0%	➖ noise
71	datafusion:vortex-compact	-0.1%	-0.6%	+0.5%	+12.4%	➖ noise
71	datafusion:vortex-file-compressed	-6.9%	-0.6%	-6.3%	+10.9%	➖ noise
71	duckdb:duckdb	+3.1%	-0.6%	+3.7%	+38.3%	➖ noise
71	duckdb:vortex-compact	-0.8%	-0.6%	-0.2%	+11.0%	➖ noise
71	duckdb:vortex-file-compressed	-12.4%	-0.6%	-11.9%	+20.3%	➖ noise
72	datafusion:vortex-compact	-7.8%	-2.6%	-5.3%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-9.4%	-2.6%	-7.0%	+10.0%	➖ noise
72	duckdb:duckdb	-5.1%	-2.6%	-2.6%	+11.3%	➖ noise
72	duckdb:vortex-compact	+0.1%	-2.6%	+2.8%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-2.6%	-2.6%	-0.0%	+10.0%	➖ noise
73	datafusion:vortex-compact	-0.7%	-2.0%	+1.3%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+2.4%	-2.0%	+4.5%	+25.4%	➖ noise
73	duckdb:duckdb	+3.8%	-2.0%	+6.0%	+12.5%	➖ noise
73	duckdb:vortex-compact	+2.8%	-2.0%	+4.9%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+4.7%	-2.0%	+6.8%	+15.5%	➖ noise
74	datafusion:vortex-compact	-6.0%	-4.7%	-1.3%	+12.7%	➖ noise
74	datafusion:vortex-file-compressed	-1.5%	-4.7%	+3.4%	+10.0%	➖ noise
74	duckdb:duckdb	-1.7%	-4.7%	+3.1%	+10.0%	➖ noise
74	duckdb:vortex-compact	+5.7%	-4.7%	+10.9%	+18.5%	➖ noise
74	duckdb:vortex-file-compressed	-9.6%	-4.7%	-5.2%	+21.6%	➖ noise
75	datafusion:vortex-compact	-1.9%	-5.0%	+3.3%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-6.2%	-5.0%	-1.2%	+10.6%	➖ noise
75	duckdb:duckdb	+2.9%	-5.0%	+8.3%	+12.8%	➖ noise
75	duckdb:vortex-compact	-4.5%	-5.0%	+0.6%	+12.3%	➖ noise
75	duckdb:vortex-file-compressed	-3.9%	-5.0%	+1.2%	+11.0%	➖ noise
76	datafusion:vortex-compact	+0.2%	+0.3%	-0.0%	+10.6%	➖ noise
76	datafusion:vortex-file-compressed	-2.6%	+0.3%	-2.9%	+10.2%	➖ noise
76	duckdb:duckdb	+1.8%	+0.3%	+1.5%	+13.7%	➖ noise
76	duckdb:vortex-compact	-0.2%	+0.3%	-0.4%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-3.4%	+0.3%	-3.7%	+10.0%	➖ noise
77	datafusion:vortex-compact	-2.4%	-4.8%	+2.5%	+14.5%	➖ noise
77	datafusion:vortex-file-compressed	+3.8%	-4.8%	+9.0%	+16.5%	➖ noise
77	duckdb:duckdb	-6.3%	-4.8%	-1.6%	+15.8%	➖ noise
77	duckdb:vortex-compact	-5.3%	-4.8%	-0.6%	+17.4%	➖ noise
77	duckdb:vortex-file-compressed	-3.9%	-4.8%	+0.9%	+15.3%	➖ noise
78	datafusion:vortex-compact	-2.0%	-5.7%	+3.9%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	-5.8%	-5.7%	-0.1%	+10.1%	➖ noise
78	duckdb:duckdb	-3.4%	-5.7%	+2.4%	+10.0%	➖ noise
78	duckdb:vortex-compact	-10.6%	-5.7%	-5.2%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-9.3%	-5.7%	-3.8%	+10.0%	➖ noise
79	datafusion:vortex-compact	-5.6%	-5.6%	+0.0%	+12.7%	➖ noise
79	datafusion:vortex-file-compressed	-2.0%	-5.6%	+3.8%	+16.5%	➖ noise
79	duckdb:duckdb	-2.8%	-5.6%	+2.9%	+10.0%	➖ noise
79	duckdb:vortex-compact	-2.5%	-5.6%	+3.3%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	+4.9%	-5.6%	+11.1%	+13.5%	➖ noise
80	datafusion:vortex-compact	-5.7%	-3.7%	-2.2%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-6.0%	-3.7%	-2.5%	+10.0%	➖ noise
80	duckdb:duckdb	-16.1%	-3.7%	-12.9%	+11.9%	✅ faster
80	duckdb:vortex-compact	-6.5%	-3.7%	-3.0%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	-4.4%	-3.7%	-0.8%	+13.7%	➖ noise
81	datafusion:vortex-compact	-1.2%	-1.6%	+0.4%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	-6.1%	-1.6%	-4.5%	+12.0%	➖ noise
81	duckdb:duckdb	-4.0%	-1.6%	-2.4%	+11.6%	➖ noise
81	duckdb:vortex-compact	-0.9%	-1.6%	+0.7%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	-6.4%	-1.6%	-4.9%	+11.7%	➖ noise
82	datafusion:vortex-compact	-5.1%	-7.2%	+2.2%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-11.0%	-7.2%	-4.1%	+10.0%	➖ noise
82	duckdb:duckdb	-4.8%	-7.2%	+2.6%	+12.3%	➖ noise
82	duckdb:vortex-compact	-9.1%	-7.2%	-2.0%	+12.7%	➖ noise
82	duckdb:vortex-file-compressed	-2.0%	-7.2%	+5.6%	+30.3%	➖ noise
83	datafusion:vortex-compact	-6.0%	-3.6%	-2.5%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+0.6%	-3.6%	+4.4%	+10.0%	➖ noise
83	duckdb:duckdb	-8.1%	-3.6%	-4.7%	+11.4%	➖ noise
83	duckdb:vortex-compact	-2.3%	-3.6%	+1.3%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	-7.7%	-3.6%	-4.2%	+10.0%	➖ noise
84	datafusion:vortex-compact	-8.3%	-2.1%	-6.3%	+11.9%	➖ noise
84	datafusion:vortex-file-compressed	-2.7%	-2.1%	-0.7%	+10.0%	➖ noise
84	duckdb:duckdb	+6.1%	-2.1%	+8.3%	+10.0%	➖ noise
84	duckdb:vortex-compact	-0.5%	-2.1%	+1.6%	+13.9%	➖ noise
84	duckdb:vortex-file-compressed	+5.7%	-2.1%	+7.9%	+10.0%	➖ noise
85	datafusion:vortex-compact	-8.7%	+3.6%	-11.9%	+10.9%	✅ faster
85	datafusion:vortex-file-compressed	-4.8%	+3.6%	-8.1%	+10.0%	➖ noise
85	duckdb:duckdb	+1.7%	+3.6%	-1.8%	+10.0%	➖ noise
85	duckdb:vortex-compact	-1.2%	+3.6%	-4.6%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	-1.8%	+3.6%	-5.1%	+10.0%	➖ noise
86	datafusion:vortex-compact	-4.8%	-3.7%	-1.2%	+17.8%	➖ noise
86	datafusion:vortex-file-compressed	-6.5%	-3.7%	-2.9%	+13.3%	➖ noise
86	duckdb:duckdb	-5.6%	-3.7%	-1.9%	+34.8%	➖ noise
86	duckdb:vortex-compact	-5.6%	-3.7%	-2.0%	+12.2%	➖ noise
86	duckdb:vortex-file-compressed	+1.0%	-3.7%	+4.9%	+15.5%	➖ noise
87	datafusion:vortex-compact	-2.4%	-6.3%	+4.1%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-9.0%	-6.3%	-2.9%	+10.0%	➖ noise
87	duckdb:duckdb	+4.4%	-6.3%	+11.4%	+11.8%	➖ noise
87	duckdb:vortex-compact	-3.5%	-6.3%	+3.0%	+14.5%	➖ noise
87	duckdb:vortex-file-compressed	-2.0%	-6.3%	+4.5%	+14.4%	➖ noise
88	datafusion:vortex-compact	-1.7%	-0.9%	-0.9%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-0.9%	-0.9%	-0.1%	+12.0%	➖ noise
88	duckdb:duckdb	-0.2%	-0.9%	+0.7%	+10.0%	➖ noise
88	duckdb:vortex-compact	-2.1%	-0.9%	-1.3%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	-4.9%	-0.9%	-4.0%	+10.0%	➖ noise
89	datafusion:vortex-compact	-4.5%	-0.7%	-3.9%	+11.4%	➖ noise
89	datafusion:vortex-file-compressed	-7.1%	-0.7%	-6.4%	+10.0%	➖ noise
89	duckdb:duckdb	-2.9%	-0.7%	-2.2%	+12.7%	➖ noise
89	duckdb:vortex-compact	-4.1%	-0.7%	-3.4%	+17.4%	➖ noise
89	duckdb:vortex-file-compressed	-7.2%	-0.7%	-6.6%	+10.0%	➖ noise
90	datafusion:vortex-compact	-3.3%	-0.2%	-3.1%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-4.1%	-0.2%	-3.9%	+15.6%	➖ noise
90	duckdb:duckdb	-1.5%	-0.2%	-1.2%	+13.6%	➖ noise
90	duckdb:vortex-compact	-2.8%	-0.2%	-2.5%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	-9.4%	-0.2%	-9.2%	+10.0%	✅ faster
91	datafusion:vortex-compact	+0.9%	-2.2%	+3.2%	+11.1%	➖ noise
91	datafusion:vortex-file-compressed	-0.6%	-2.2%	+1.7%	+10.5%	➖ noise
91	duckdb:duckdb	+5.9%	-2.2%	+8.3%	+10.0%	➖ noise
91	duckdb:vortex-compact	-1.0%	-2.2%	+1.2%	+13.8%	➖ noise
91	duckdb:vortex-file-compressed	-0.1%	-2.2%	+2.2%	+12.2%	➖ noise
92	datafusion:vortex-compact	-0.0%	-5.2%	+5.4%	+18.5%	➖ noise
92	datafusion:vortex-file-compressed	-4.1%	-5.2%	+1.1%	+10.6%	➖ noise
92	duckdb:duckdb	-0.2%	-5.2%	+5.3%	+14.4%	➖ noise
92	duckdb:vortex-compact	-10.1%	-5.2%	-5.2%	+23.5%	➖ noise
92	duckdb:vortex-file-compressed	-0.1%	-5.2%	+5.3%	+12.0%	➖ noise
93	datafusion:vortex-compact	+1.0%	-7.2%	+8.8%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-7.4%	-7.2%	-0.2%	+10.1%	➖ noise
93	duckdb:duckdb	+1.7%	-7.2%	+9.7%	+11.9%	➖ noise
93	duckdb:vortex-compact	-3.1%	-7.2%	+4.5%	+15.2%	➖ noise
93	duckdb:vortex-file-compressed	-7.6%	-7.2%	-0.4%	+14.2%	➖ noise
94	datafusion:vortex-compact	-6.9%	-5.9%	-1.1%	+12.3%	➖ noise
94	datafusion:vortex-file-compressed	+5.8%	-5.9%	+12.3%	+11.7%	🚨 regression
94	duckdb:duckdb	-6.9%	-5.9%	-1.1%	+13.2%	➖ noise
94	duckdb:vortex-compact	-4.9%	-5.9%	+1.1%	+11.5%	➖ noise
94	duckdb:vortex-file-compressed	-7.1%	-5.9%	-1.3%	+10.0%	➖ noise
95	datafusion:vortex-compact	-8.5%	+6.0%	-13.7%	+13.6%	✅ faster
95	datafusion:vortex-file-compressed	-2.4%	+6.0%	-7.9%	+13.9%	➖ noise
95	duckdb:duckdb	-2.5%	+6.0%	-8.0%	+21.6%	➖ noise
95	duckdb:vortex-compact	-12.2%	+6.0%	-17.2%	+17.2%	✅ faster
95	duckdb:vortex-file-compressed	-5.0%	+6.0%	-10.4%	+20.2%	➖ noise
96	datafusion:vortex-compact	-2.2%	-9.2%	+7.8%	+17.1%	➖ noise
96	datafusion:vortex-file-compressed	+1.3%	-9.2%	+11.6%	+10.0%	🚨 regression
96	duckdb:duckdb	+2.2%	-9.2%	+12.6%	+12.1%	🚨 regression
96	duckdb:vortex-compact	-7.8%	-9.2%	+1.5%	+11.9%	➖ noise
96	duckdb:vortex-file-compressed	-3.0%	-9.2%	+6.8%	+15.2%	➖ noise
97	datafusion:vortex-compact	-5.6%	-8.3%	+2.9%	+11.8%	➖ noise
97	datafusion:vortex-file-compressed	+0.2%	-8.3%	+9.3%	+11.5%	➖ noise
97	duckdb:duckdb	-3.4%	-8.3%	+5.4%	+15.4%	➖ noise
97	duckdb:vortex-compact	-7.6%	-8.3%	+0.8%	+13.3%	➖ noise
97	duckdb:vortex-file-compressed	-4.6%	-8.3%	+4.0%	+13.2%	➖ noise
98	datafusion:vortex-compact	+1.5%	-2.3%	+3.9%	+10.6%	➖ noise
98	datafusion:vortex-file-compressed	-3.9%	-2.3%	-1.7%	+10.0%	➖ noise
98	duckdb:duckdb	-1.4%	-2.3%	+0.9%	+13.2%	➖ noise
98	duckdb:vortex-compact	-7.5%	-2.3%	-5.3%	+13.2%	➖ noise
98	duckdb:vortex-file-compressed	-4.2%	-2.3%	-2.0%	+14.9%	➖ noise
99	datafusion:vortex-compact	+1.9%	-7.2%	+9.8%	+13.6%	➖ noise
99	datafusion:vortex-file-compressed	+6.9%	-7.2%	+15.2%	+13.1%	🚨 regression
99	duckdb:duckdb	-2.2%	-7.2%	+5.4%	+25.7%	➖ noise
99	duckdb:vortex-compact	+3.4%	-7.2%	+11.4%	+17.2%	➖ noise
99	duckdb:vortex-file-compressed	-4.2%	-7.2%	+3.1%	+13.6%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +3.9%
Vortex (geomean): 1.022x ➖
Parquet (geomean): 0.983x ➖
Shifts: Parquet (control) -1.7% · Median polish -0.5%

---

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	65313374	33580100	1.95
fineweb_q01/datafusion:vortex-file-compressed	681749569	900378576	0.76
fineweb_q02/datafusion:vortex-file-compressed	512112275	666299973	0.77
fineweb_q03/datafusion:vortex-file-compressed	1431492496	1442101076	0.99
fineweb_q04/datafusion:vortex-file-compressed	1352088887	1370309668	0.99
fineweb_q05/datafusion:vortex-file-compressed	1353653148	1379975573	0.98
fineweb_q06/datafusion:vortex-file-compressed	1601558630	1511717888	1.06
fineweb_q07/datafusion:vortex-file-compressed	1381091953	1323245601	1.04
fineweb_q08/datafusion:vortex-file-compressed	534475328	539939385	0.99

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	44226164	37738667	1.17
fineweb_q01/datafusion:vortex-compact	699362694	694074754	1.01
fineweb_q02/datafusion:vortex-compact	506283270	498615153	1.02
fineweb_q03/datafusion:vortex-compact	1493307581	1518349036	0.98
fineweb_q04/datafusion:vortex-compact	1793932943	1871500380	0.96
fineweb_q05/datafusion:vortex-compact	1443975956	1473724059	0.98
fineweb_q06/datafusion:vortex-compact	1327055822	1306691485	1.02
fineweb_q07/datafusion:vortex-compact	1189560768	1275876047	0.93
fineweb_q08/datafusion:vortex-compact	404856187	405252380	1.00

datafusion / parquet (0.960x ➖, 1↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	1136303325	1825386265	0.62
fineweb_q01/datafusion:parquet	1750401524	1887231500	0.93
fineweb_q02/datafusion:parquet	1880432009	1787744881	1.05
fineweb_q03/datafusion:parquet	1761600607	1678796663	1.05
fineweb_q04/datafusion:parquet	1792455305	1733812917	1.03
fineweb_q05/datafusion:parquet	1666165461	1963854979	0.85
fineweb_q06/datafusion:parquet	1986773020	1819056629	1.09
fineweb_q07/datafusion:parquet	1767019811	1626121166	1.09
fineweb_q08/datafusion:parquet	1753852497	1676867087	1.05

duckdb / vortex-file-compressed (1.028x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	85231104	80444050	1.06
fineweb_q01/duckdb:vortex-file-compressed	679460539	554011989	1.23
fineweb_q02/duckdb:vortex-file-compressed	435929534	453416131	0.96
fineweb_q03/duckdb:vortex-file-compressed	1550277087	1559531324	0.99
fineweb_q04/duckdb:vortex-file-compressed	1565189500	1677772468	0.93
fineweb_q05/duckdb:vortex-file-compressed	1651563949	1537885088	1.07
fineweb_q06/duckdb:vortex-file-compressed	1710397907	1686849835	1.01
fineweb_q07/duckdb:vortex-file-compressed	1440513444	1598334175	0.90
fineweb_q08/duckdb:vortex-file-compressed	728756821	647918049	1.12

duckdb / vortex-compact (1.034x ➖, 0↑ 1↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	124282436	84793174	1.47
fineweb_q01/duckdb:vortex-compact	628182343	526003895	1.19
fineweb_q02/duckdb:vortex-compact	610317151	578415435	1.06
fineweb_q03/duckdb:vortex-compact	1783084973	1784246593	1.00
fineweb_q04/duckdb:vortex-compact	1732981846	1915323491	0.90
fineweb_q05/duckdb:vortex-compact	1571748914	1647293886	0.95
fineweb_q06/duckdb:vortex-compact	1516823218	1564503622	0.97
fineweb_q07/duckdb:vortex-compact	1359939875	1439086942	0.95
fineweb_q08/duckdb:vortex-compact	462782940	500802018	0.92

duckdb / parquet (1.006x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1043450637	1071196824	0.97
fineweb_q01/duckdb:parquet	1389158738	1317625430	1.05
fineweb_q02/duckdb:parquet	1339510509	1315472477	1.02
fineweb_q03/duckdb:parquet	3497292305	3682739994	0.95
fineweb_q04/duckdb:parquet	1881877994	1828341060	1.03
fineweb_q05/duckdb:parquet	2107779612	2095229311	1.01
fineweb_q06/duckdb:parquet	4316809490	4254615434	1.01
fineweb_q07/duckdb:parquet	2647337009	2536081021	1.04
fineweb_q08/duckdb:parquet	1077102733	1111180594	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+17.2%	-22.1%	+50.5%	+223.3%	➖ noise
0	datafusion:vortex-file-compressed	+94.5%	-22.1%	+149.8%	+256.1%	➖ noise
0	duckdb:vortex-compact	+46.6%	-22.1%	+88.2%	+67.3%	🚨 regression
0	duckdb:vortex-file-compressed	+6.0%	-22.1%	+36.1%	+42.5%	➖ noise
1	datafusion:vortex-compact	+0.8%	-1.1%	+1.9%	+67.0%	➖ noise
1	datafusion:vortex-file-compressed	-24.3%	-1.1%	-23.4%	+76.8%	➖ noise
1	duckdb:vortex-compact	+19.4%	-1.1%	+20.8%	+34.6%	➖ noise
1	duckdb:vortex-file-compressed	+22.6%	-1.1%	+24.0%	+30.0%	➖ noise
2	datafusion:vortex-compact	+1.5%	+3.5%	-1.9%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-23.1%	+3.5%	-25.7%	+57.4%	➖ noise
2	duckdb:vortex-compact	+5.5%	+3.5%	+2.0%	+54.2%	➖ noise
2	duckdb:vortex-file-compressed	-3.9%	+3.5%	-7.1%	+30.0%	➖ noise
3	datafusion:vortex-compact	-1.6%	-0.2%	-1.5%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-0.7%	-0.2%	-0.6%	+30.0%	➖ noise
3	duckdb:vortex-compact	-0.1%	-0.2%	+0.1%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.6%	-0.2%	-0.4%	+30.0%	➖ noise
4	datafusion:vortex-compact	-4.1%	+3.2%	-7.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.3%	+3.2%	-4.3%	+30.0%	➖ noise
4	duckdb:vortex-compact	-9.5%	+3.2%	-12.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.7%	+3.2%	-9.6%	+30.0%	➖ noise
5	datafusion:vortex-compact	-2.0%	-7.6%	+6.1%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.9%	-7.6%	+6.2%	+30.0%	➖ noise
5	duckdb:vortex-compact	-4.6%	-7.6%	+3.3%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+7.4%	-7.6%	+16.2%	+30.0%	➖ noise
6	datafusion:vortex-compact	+1.6%	+5.3%	-3.5%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+5.9%	+5.3%	+0.6%	+30.0%	➖ noise
6	duckdb:vortex-compact	-3.0%	+5.3%	-7.9%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.4%	+5.3%	-3.7%	+30.0%	➖ noise
7	datafusion:vortex-compact	-6.8%	+6.5%	-12.5%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+4.4%	+6.5%	-2.0%	+30.0%	➖ noise
7	duckdb:vortex-compact	-5.5%	+6.5%	-11.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.9%	+6.5%	-15.4%	+30.0%	➖ noise
8	datafusion:vortex-compact	-0.1%	+0.7%	-0.8%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.0%	+0.7%	-1.7%	+30.0%	➖ noise
8	duckdb:vortex-compact	-7.6%	+0.7%	-8.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+12.5%	+0.7%	+11.7%	+30.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.5%
Vortex (geomean): 0.990x ➖
Parquet (geomean): 0.984x ➖
Shifts: Parquet (control) -1.6% · Median polish -0.6%

---

duckdb / vortex-file-compressed (0.987x ➖, 1↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11672177	12642239	0.92
statpopgen_q01/duckdb:vortex-file-compressed 🚀	26144355	29500203	0.89
statpopgen_q02/duckdb:vortex-file-compressed	1389911491	1377288392	1.01
statpopgen_q03/duckdb:vortex-file-compressed	3132595063	3132328265	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3100122746	3129865741	0.99
statpopgen_q05/duckdb:vortex-file-compressed	1466356968	1466316940	1.00
statpopgen_q06/duckdb:vortex-file-compressed	2130132254	2145695878	0.99
statpopgen_q07/duckdb:vortex-file-compressed	225211200	221227778	1.02
statpopgen_q08/duckdb:vortex-file-compressed	264431151	251245559	1.05
statpopgen_q09/duckdb:vortex-file-compressed	2937006542	2961880847	0.99
statpopgen_q10/duckdb:vortex-file-compressed	4725894728	4734794753	1.00

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11314604	11357596	1.00
statpopgen_q01/duckdb:vortex-compact	164959989	171105958	0.96
statpopgen_q02/duckdb:vortex-compact	1800842330	1842092578	0.98
statpopgen_q03/duckdb:vortex-compact	3498065532	3510908709	1.00
statpopgen_q04/duckdb:vortex-compact	3533812119	3500590315	1.01
statpopgen_q05/duckdb:vortex-compact	1842799726	1868658692	0.99
statpopgen_q06/duckdb:vortex-compact	2655358099	2666440768	1.00
statpopgen_q07/duckdb:vortex-compact	894452089	899840344	0.99
statpopgen_q08/duckdb:vortex-compact	930342784	927298610	1.00
statpopgen_q09/duckdb:vortex-compact	3295668439	3295983694	1.00
statpopgen_q10/duckdb:vortex-compact	5367493661	5372692604	1.00

duckdb / parquet (0.984x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	322506840	327681301	0.98
statpopgen_q01/duckdb:parquet	404672343	404115597	1.00
statpopgen_q02/duckdb:parquet	1001560069	998442725	1.00
statpopgen_q03/duckdb:parquet	1479771171	1503554451	0.98
statpopgen_q04/duckdb:parquet	1506328351	1533251185	0.98
statpopgen_q05/duckdb:parquet	998906586	1013145127	0.99
statpopgen_q06/duckdb:parquet	1474205460	1496592771	0.99
statpopgen_q07/duckdb:parquet	1277755029	1321793519	0.97
statpopgen_q08/duckdb:parquet	1276644325	1304349074	0.98
statpopgen_q09/duckdb:parquet	1332678085	1373995227	0.97
statpopgen_q10/duckdb:parquet	2653528577	2690412549	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-0.4%	-1.6%	+1.2%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-7.7%	-1.6%	-6.2%	+13.6%	➖ noise
1	duckdb:vortex-compact	-3.6%	+0.1%	-3.7%	+24.7%	➖ noise
1	duckdb:vortex-file-compressed	-11.4%	+0.1%	-11.5%	+179.4%	➖ noise
2	duckdb:vortex-compact	-2.2%	+0.3%	-2.5%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.9%	+0.3%	+0.6%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.4%	-1.6%	+1.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.0%	-1.6%	+1.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.9%	-1.8%	+2.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.0%	-1.8%	+0.8%	+10.0%	➖ noise
5	duckdb:vortex-compact	-1.4%	-1.4%	+0.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.0%	-1.4%	+1.4%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.4%	-1.5%	+1.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.7%	-1.5%	+0.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.6%	-3.3%	+2.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.8%	-3.3%	+5.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.3%	-2.1%	+2.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+5.2%	-2.1%	+7.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.0%	-3.0%	+3.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.8%	-3.0%	+2.2%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.1%	-1.4%	+1.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.2%	-1.4%	+1.2%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.2%
Vortex (geomean): 0.995x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish +0.0%

---

datafusion / vortex-file-compressed (0.974x ➖, 1↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	388688748	387135278	1.00
tpch_q02/datafusion:vortex-file-compressed	110536358	111107427	0.99
tpch_q03/datafusion:vortex-file-compressed	214519345	213314777	1.01
tpch_q04/datafusion:vortex-file-compressed	113028951	115178009	0.98
tpch_q05/datafusion:vortex-file-compressed	368276338	375555569	0.98
tpch_q06/datafusion:vortex-file-compressed	44829401	47261524	0.95
tpch_q07/datafusion:vortex-file-compressed	548862200	555144906	0.99
tpch_q08/datafusion:vortex-file-compressed	354535833	355933036	1.00
tpch_q09/datafusion:vortex-file-compressed	637445575	668114649	0.95
tpch_q10/datafusion:vortex-file-compressed	246998976	249349129	0.99
tpch_q11/datafusion:vortex-file-compressed	81105073	85519416	0.95
tpch_q12/datafusion:vortex-file-compressed	120907864	132882194	0.91
tpch_q13/datafusion:vortex-file-compressed	213869007	213855484	1.00
tpch_q14/datafusion:vortex-file-compressed	58340127	60738620	0.96
tpch_q15/datafusion:vortex-file-compressed	109544526	109454505	1.00
tpch_q16/datafusion:vortex-file-compressed	75198467	79668652	0.94
tpch_q17/datafusion:vortex-file-compressed	626986151	643555026	0.97
tpch_q18/datafusion:vortex-file-compressed	833424912	838223159	0.99
tpch_q19/datafusion:vortex-file-compressed	93680590	94480085	0.99
tpch_q20/datafusion:vortex-file-compressed 🚀	167431281	188636046	0.89
tpch_q21/datafusion:vortex-file-compressed	662486164	670434636	0.99
tpch_q22/datafusion:vortex-file-compressed	66023819	65612729	1.01

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	436377620	444358503	0.98
tpch_q02/datafusion:vortex-compact	111401728	113105851	0.98
tpch_q03/datafusion:vortex-compact	213257737	216732935	0.98
tpch_q04/datafusion:vortex-compact	122396069	121734829	1.01
tpch_q05/datafusion:vortex-compact	369788848	370267664	1.00
tpch_q06/datafusion:vortex-compact	63880379	65236696	0.98
tpch_q07/datafusion:vortex-compact	562393691	564993388	1.00
tpch_q08/datafusion:vortex-compact	355844622	353143301	1.01
tpch_q09/datafusion:vortex-compact	636856330	640182830	0.99
tpch_q10/datafusion:vortex-compact	264969661	264161148	1.00
tpch_q11/datafusion:vortex-compact	84983192	82807223	1.03
tpch_q12/datafusion:vortex-compact	167188628	166576351	1.00
tpch_q13/datafusion:vortex-compact	261556798	261093422	1.00
tpch_q14/datafusion:vortex-compact	73890801	73183972	1.01
tpch_q15/datafusion:vortex-compact	161639549	162664331	0.99
tpch_q16/datafusion:vortex-compact	77898224	78303685	0.99
tpch_q17/datafusion:vortex-compact	623062709	628095627	0.99
tpch_q18/datafusion:vortex-compact	833070419	825963945	1.01
tpch_q19/datafusion:vortex-compact	129509074	133432339	0.97
tpch_q20/datafusion:vortex-compact	189627490	191164897	0.99
tpch_q21/datafusion:vortex-compact	668614726	670172431	1.00
tpch_q22/datafusion:vortex-compact	72199882	71292618	1.01

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	486657761	466148383	1.04
tpch_q02/datafusion:parquet	170323621	173621392	0.98
tpch_q03/datafusion:parquet	290329178	288308488	1.01
tpch_q04/datafusion:parquet	133493054	131013119	1.02
tpch_q05/datafusion:parquet	435618965	437291022	1.00
tpch_q06/datafusion:parquet	127007339	127021461	1.00
tpch_q07/datafusion:parquet	606551462	606043377	1.00
tpch_q08/datafusion:parquet	468060411	466018291	1.00
tpch_q09/datafusion:parquet	745478859	745345976	1.00
tpch_q10/datafusion:parquet	499296243	497227487	1.00
tpch_q11/datafusion:parquet	120699070	121222959	1.00
tpch_q12/datafusion:parquet	207878707	212915699	0.98
tpch_q13/datafusion:parquet	330817373	334327489	0.99
tpch_q14/datafusion:parquet	164046027	160737894	1.02
tpch_q15/datafusion:parquet	252936106	255243960	0.99
tpch_q16/datafusion:parquet	128492163	129846097	0.99
tpch_q17/datafusion:parquet	676541160	672252431	1.01
tpch_q18/datafusion:parquet	873719744	870961316	1.00
tpch_q19/datafusion:parquet	284276700	286197302	0.99
tpch_q20/datafusion:parquet	293380208	292790985	1.00
tpch_q21/datafusion:parquet	694139392	700817468	0.99
tpch_q22/datafusion:parquet	208739436	210366594	0.99

datafusion / arrow (1.000x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	592004456	583035731	1.02
tpch_q02/datafusion:arrow	159061760	157795839	1.01
tpch_q03/datafusion:arrow	463021199	453094473	1.02
tpch_q04/datafusion:arrow	333042487	332437887	1.00
tpch_q05/datafusion:arrow	912498049	902308858	1.01
tpch_q06/datafusion:arrow	277794502	287612715	0.97
tpch_q07/datafusion:arrow	1117873333	1135220215	0.98
tpch_q08/datafusion:arrow	1118884029	1107274474	1.01
tpch_q09/datafusion:arrow	1315293811	1306891919	1.01
tpch_q10/datafusion:arrow	582643095	578931117	1.01
tpch_q11/datafusion:arrow	135017676	135082140	1.00
tpch_q12/datafusion:arrow	689160366	737053648	0.94
tpch_q13/datafusion:arrow	489405971	485180331	1.01
tpch_q14/datafusion:arrow	312593426	314241116	0.99
tpch_q15/datafusion:arrow	685421291	680119005	1.01
tpch_q16/datafusion:arrow	103375336	102822319	1.01
tpch_q17/datafusion:arrow	1295418430	1289413129	1.00
tpch_q18/datafusion:arrow	1844155801	1816294401	1.02
tpch_q19/datafusion:arrow	481568324	485768921	0.99
tpch_q20/datafusion:arrow	474860692	474335078	1.00
tpch_q21/datafusion:arrow	2971038895	2961403147	1.00
tpch_q22/datafusion:arrow	124912684	125263109	1.00

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	169332480	171243663	0.99
tpch_q02/duckdb:vortex-file-compressed	51808525	51491074	1.01
tpch_q03/duckdb:vortex-file-compressed	128836772	126725397	1.02
tpch_q04/duckdb:vortex-file-compressed	153583326	151866113	1.01
tpch_q05/duckdb:vortex-file-compressed	128754928	128424876	1.00
tpch_q06/duckdb:vortex-file-compressed	46029153	46201491	1.00
tpch_q07/duckdb:vortex-file-compressed	147353437	144883947	1.02
tpch_q08/duckdb:vortex-file-compressed	170092252	171849203	0.99
tpch_q09/duckdb:vortex-file-compressed	320005701	323869931	0.99
tpch_q10/duckdb:vortex-file-compressed	146879335	144992600	1.01
tpch_q11/duckdb:vortex-file-compressed	32343121	32169947	1.01
tpch_q12/duckdb:vortex-file-compressed	94931892	94385217	1.01
tpch_q13/duckdb:vortex-file-compressed	226876552	225732504	1.01
tpch_q14/duckdb:vortex-file-compressed	67693812	67644718	1.00
tpch_q15/duckdb:vortex-file-compressed	86945112	85697141	1.01
tpch_q16/duckdb:vortex-file-compressed	77928498	76422893	1.02
tpch_q17/duckdb:vortex-file-compressed	98526260	99398443	0.99
tpch_q18/duckdb:vortex-file-compressed	285287024	289429725	0.99
tpch_q19/duckdb:vortex-file-compressed	84580670	83592002	1.01
tpch_q20/duckdb:vortex-file-compressed	158889483	158476757	1.00
tpch_q21/duckdb:vortex-file-compressed	560236162	561948433	1.00
tpch_q22/duckdb:vortex-file-compressed	70857918	71621740	0.99

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	230541546	228549302	1.01
tpch_q02/duckdb:vortex-compact	55611584	56779465	0.98
tpch_q03/duckdb:vortex-compact	137911258	137400893	1.00
tpch_q04/duckdb:vortex-compact	172645333	169909286	1.02
tpch_q05/duckdb:vortex-compact	145549949	143222445	1.02
tpch_q06/duckdb:vortex-compact	82628118	81966664	1.01
tpch_q07/duckdb:vortex-compact	195769300	195329401	1.00
tpch_q08/duckdb:vortex-compact	184332124	184135336	1.00
tpch_q09/duckdb:vortex-compact	353156586	350632352	1.01
tpch_q10/duckdb:vortex-compact	176489106	176029351	1.00
tpch_q11/duckdb:vortex-compact	40671616	40115858	1.01
tpch_q12/duckdb:vortex-compact	201796767	201937775	1.00
tpch_q13/duckdb:vortex-compact	275870686	274354098	1.01
tpch_q14/duckdb:vortex-compact	98349048	98898764	0.99
tpch_q15/duckdb:vortex-compact	112904028	110881124	1.02
tpch_q16/duckdb:vortex-compact	83060296	83564633	0.99
tpch_q17/duckdb:vortex-compact	114617039	113524313	1.01
tpch_q18/duckdb:vortex-compact	290194550	288972364	1.00
tpch_q19/duckdb:vortex-compact	107584624	106893061	1.01
tpch_q20/duckdb:vortex-compact	201198341	200244843	1.00
tpch_q21/duckdb:vortex-compact	610912104	610483993	1.00
tpch_q22/duckdb:vortex-compact	85391716	84483074	1.01

duckdb / parquet (0.996x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	261956392	257230441	1.02
tpch_q02/duckdb:parquet	95833299	99387613	0.96
tpch_q03/duckdb:parquet	206087863	205669441	1.00
tpch_q04/duckdb:parquet	134191737	131800752	1.02
tpch_q05/duckdb:parquet	217843624	217546962	1.00
tpch_q06/duckdb:parquet	67710210	65418346	1.04
tpch_q07/duckdb:parquet	177350090	180539282	0.98
tpch_q08/duckdb:parquet	251289543	254171346	0.99
tpch_q09/duckdb:parquet	491704618	485587632	1.01
tpch_q10/duckdb:parquet	606183549	612753272	0.99
tpch_q11/duckdb:parquet	55389733	58650361	0.94
tpch_q12/duckdb:parquet	122633119	122832749	1.00
tpch_q13/duckdb:parquet	437279796	445478488	0.98
tpch_q14/duckdb:parquet	174087507	172654862	1.01
tpch_q15/duckdb:parquet	96145572	94770253	1.01
tpch_q16/duckdb:parquet	158352148	157626475	1.00
tpch_q17/duckdb:parquet	172254369	172871888	1.00
tpch_q18/duckdb:parquet	347277704	352460045	0.99
tpch_q19/duckdb:parquet	280633451	285233308	0.98
tpch_q20/duckdb:parquet	228058475	229722123	0.99
tpch_q21/duckdb:parquet	554267284	556585320	1.00
tpch_q22/duckdb:parquet	288635076	291672663	0.99

duckdb / duckdb (1.000x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116675611	116937348	1.00
tpch_q02/duckdb:duckdb	47943290	48486709	0.99
tpch_q03/duckdb:duckdb	96329138	96663093	1.00
tpch_q04/duckdb:duckdb	131827171	131905413	1.00
tpch_q05/duckdb:duckdb	111371270	108260541	1.03
tpch_q06/duckdb:duckdb	37485382	37503992	1.00
tpch_q07/duckdb:duckdb	86801282	86176966	1.01
tpch_q08/duckdb:duckdb	110409090	110251325	1.00
tpch_q09/duckdb:duckdb	275745480	276252733	1.00
tpch_q10/duckdb:duckdb	203710918	206222519	0.99
tpch_q11/duckdb:duckdb	15511834	15823369	0.98
tpch_q12/duckdb:duckdb	85467671	85592336	1.00
tpch_q13/duckdb:duckdb	221812383	220711989	1.00
tpch_q14/duckdb:duckdb	71100860	70588205	1.01
tpch_q15/duckdb:duckdb	77460029	77235568	1.00
tpch_q16/duckdb:duckdb	74182753	73356094	1.01
tpch_q17/duckdb:duckdb	84442696	84980475	0.99
tpch_q18/duckdb:duckdb	210234465	213861533	0.98
tpch_q19/duckdb:duckdb	116022876	115978958	1.00
tpch_q20/duckdb:duckdb	112016669	112183406	1.00
tpch_q21/duckdb:duckdb	289099051	291340293	0.99
tpch_q22/duckdb:duckdb	70446298	69531992	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+1.5%	+3.1%	-1.5%	+10.0%	➖ noise
1	datafusion:vortex-compact	-1.8%	+3.1%	-4.8%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+0.4%	+3.1%	-2.6%	+10.0%	➖ noise
1	duckdb:duckdb	-0.2%	+3.1%	-3.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	+0.9%	+3.1%	-2.2%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-1.1%	+3.1%	-4.1%	+10.0%	➖ noise
2	datafusion:arrow	+0.8%	-2.7%	+3.6%	+10.0%	➖ noise
2	datafusion:vortex-compact	-1.5%	-2.7%	+1.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.5%	-2.7%	+2.3%	+10.0%	➖ noise
2	duckdb:duckdb	-1.1%	-2.7%	+1.7%	+10.0%	➖ noise
2	duckdb:vortex-compact	-2.1%	-2.7%	+0.7%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.6%	-2.7%	+3.5%	+10.0%	➖ noise
3	datafusion:arrow	+2.2%	+0.5%	+1.7%	+10.0%	➖ noise
3	datafusion:vortex-compact	-1.6%	+0.5%	-2.0%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.6%	+0.5%	+0.1%	+10.0%	➖ noise
3	duckdb:duckdb	-0.3%	+0.5%	-0.8%	+10.0%	➖ noise
3	duckdb:vortex-compact	+0.4%	+0.5%	-0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.7%	+0.5%	+1.2%	+10.0%	➖ noise
4	datafusion:arrow	+0.2%	+1.9%	-1.6%	+10.0%	➖ noise
4	datafusion:vortex-compact	+0.5%	+1.9%	-1.3%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.9%	+1.9%	-3.7%	+10.0%	➖ noise
4	duckdb:duckdb	-0.1%	+1.9%	-1.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.6%	+1.9%	-0.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.1%	+1.9%	-0.7%	+10.0%	➖ noise
5	datafusion:arrow	+1.1%	-0.1%	+1.3%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.1%	-0.1%	-0.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.9%	-0.1%	-1.8%	+10.0%	➖ noise
5	duckdb:duckdb	+2.9%	-0.1%	+3.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+1.6%	-0.1%	+1.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.3%	-0.1%	+0.4%	+10.0%	➖ noise
6	datafusion:arrow	-3.4%	+1.7%	-5.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	-2.1%	+1.7%	-3.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-5.1%	+1.7%	-6.8%	+10.0%	➖ noise
6	duckdb:duckdb	-0.0%	+1.7%	-1.8%	+10.0%	➖ noise
6	duckdb:vortex-compact	+0.8%	+1.7%	-0.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.4%	+1.7%	-2.1%	+10.1%	➖ noise
7	datafusion:arrow	-1.5%	-0.8%	-0.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	-0.5%	-0.8%	+0.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.1%	-0.8%	-0.3%	+10.0%	➖ noise
7	duckdb:duckdb	+0.7%	-0.8%	+1.6%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.2%	-0.8%	+1.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.7%	-0.8%	+2.6%	+10.0%	➖ noise
8	datafusion:arrow	+1.0%	-0.4%	+1.4%	+10.0%	➖ noise
8	datafusion:vortex-compact	+0.8%	-0.4%	+1.1%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.4%	-0.4%	-0.0%	+10.0%	➖ noise
8	duckdb:duckdb	+0.1%	-0.4%	+0.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.1%	-0.4%	+0.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.0%	-0.4%	-0.7%	+10.0%	➖ noise
9	datafusion:arrow	+0.6%	+0.6%	+0.0%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.5%	+0.6%	-1.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-4.6%	+0.6%	-5.2%	+10.0%	➖ noise
9	duckdb:duckdb	-0.2%	+0.6%	-0.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.7%	+0.6%	+0.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.2%	+0.6%	-1.8%	+10.0%	➖ noise
10	datafusion:arrow	+0.6%	-0.3%	+1.0%	+10.0%	➖ noise
10	datafusion:vortex-compact	+0.3%	-0.3%	+0.6%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.9%	-0.3%	-0.6%	+10.0%	➖ noise
10	duckdb:duckdb	-1.2%	-0.3%	-0.9%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.3%	-0.3%	+0.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.3%	-0.3%	+1.6%	+10.0%	➖ noise
11	datafusion:arrow	-0.0%	-3.0%	+3.1%	+10.0%	➖ noise
11	datafusion:vortex-compact	+2.6%	-3.0%	+5.8%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-5.2%	-3.0%	-2.2%	+10.0%	➖ noise
11	duckdb:duckdb	-2.0%	-3.0%	+1.1%	+11.3%	➖ noise
11	duckdb:vortex-compact	+1.4%	-3.0%	+4.6%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.5%	-3.0%	+3.7%	+10.0%	➖ noise
12	datafusion:arrow	-6.5%	-1.3%	-5.3%	+34.2%	➖ noise
12	datafusion:vortex-compact	+0.4%	-1.3%	+1.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-9.0%	-1.3%	-7.8%	+10.0%	➖ noise
12	duckdb:duckdb	-0.1%	-1.3%	+1.1%	+10.0%	➖ noise
12	duckdb:vortex-compact	-0.1%	-1.3%	+1.2%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+0.6%	-1.3%	+1.9%	+10.0%	➖ noise
13	datafusion:arrow	+0.9%	-1.4%	+2.4%	+10.0%	➖ noise
13	datafusion:vortex-compact	+0.2%	-1.4%	+1.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.0%	-1.4%	+1.5%	+10.0%	➖ noise
13	duckdb:duckdb	+0.5%	-1.4%	+2.0%	+10.0%	➖ noise
13	duckdb:vortex-compact	+0.6%	-1.4%	+2.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.5%	-1.4%	+2.0%	+10.0%	➖ noise
14	datafusion:arrow	-0.5%	+1.4%	-1.9%	+10.0%	➖ noise
14	datafusion:vortex-compact	+1.0%	+1.4%	-0.5%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-3.9%	+1.4%	-5.3%	+10.0%	➖ noise
14	duckdb:duckdb	+0.7%	+1.4%	-0.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	-0.6%	+1.4%	-2.0%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.1%	+1.4%	-1.4%	+10.0%	➖ noise
15	datafusion:arrow	+0.8%	+0.3%	+0.5%	+10.0%	➖ noise
15	datafusion:vortex-compact	-0.6%	+0.3%	-0.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.1%	+0.3%	-0.2%	+10.0%	➖ noise
15	duckdb:duckdb	+0.3%	+0.3%	+0.0%	+10.0%	➖ noise
15	duckdb:vortex-compact	+1.8%	+0.3%	+1.6%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+1.5%	+0.3%	+1.2%	+10.0%	➖ noise
16	datafusion:arrow	+0.5%	-0.3%	+0.8%	+10.0%	➖ noise
16	datafusion:vortex-compact	-0.5%	-0.3%	-0.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-5.6%	-0.3%	-5.3%	+10.0%	➖ noise
16	duckdb:duckdb	+1.1%	-0.3%	+1.4%	+10.0%	➖ noise
16	duckdb:vortex-compact	-0.6%	-0.3%	-0.3%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+2.0%	-0.3%	+2.3%	+10.0%	➖ noise
17	datafusion:arrow	+0.5%	+0.1%	+0.3%	+10.0%	➖ noise
17	datafusion:vortex-compact	-0.8%	+0.1%	-0.9%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-2.6%	+0.1%	-2.7%	+10.0%	➖ noise
17	duckdb:duckdb	-0.6%	+0.1%	-0.8%	+10.0%	➖ noise
17	duckdb:vortex-compact	+1.0%	+0.1%	+0.8%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-0.9%	+0.1%	-1.0%	+10.0%	➖ noise
18	datafusion:arrow	+1.5%	-0.6%	+2.1%	+10.0%	➖ noise
18	datafusion:vortex-compact	+0.9%	-0.6%	+1.4%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.6%	-0.6%	+0.0%	+10.0%	➖ noise
18	duckdb:duckdb	-1.7%	-0.6%	-1.1%	+10.0%	➖ noise
18	duckdb:vortex-compact	+0.4%	-0.6%	+1.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.4%	-0.6%	-0.9%	+10.0%	➖ noise
19	datafusion:arrow	-0.9%	-1.1%	+0.3%	+10.0%	➖ noise
19	datafusion:vortex-compact	-2.9%	-1.1%	-1.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-0.8%	-1.1%	+0.3%	+10.0%	➖ noise
19	duckdb:duckdb	+0.0%	-1.1%	+1.2%	+10.0%	➖ noise
19	duckdb:vortex-compact	+0.6%	-1.1%	+1.8%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+1.2%	-1.1%	+2.4%	+10.0%	➖ noise
20	datafusion:arrow	+0.1%	-0.3%	+0.4%	+10.0%	➖ noise
20	datafusion:vortex-compact	-0.8%	-0.3%	-0.5%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-11.2%	-0.3%	-11.0%	+10.0%	✅ faster
20	duckdb:duckdb	-0.1%	-0.3%	+0.1%	+10.0%	➖ noise
20	duckdb:vortex-compact	+0.5%	-0.3%	+0.7%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+0.3%	-0.3%	+0.5%	+10.0%	➖ noise
21	datafusion:arrow	+0.3%	-0.7%	+1.0%	+10.0%	➖ noise
21	datafusion:vortex-compact	-0.2%	-0.7%	+0.5%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.2%	-0.7%	-0.5%	+10.0%	➖ noise
21	duckdb:duckdb	-0.8%	-0.7%	-0.1%	+10.0%	➖ noise
21	duckdb:vortex-compact	+0.1%	-0.7%	+0.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-0.3%	-0.7%	+0.4%	+10.0%	➖ noise
22	datafusion:arrow	-0.3%	-0.9%	+0.6%	+10.0%	➖ noise
22	datafusion:vortex-compact	+1.3%	-0.9%	+2.2%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+0.6%	-0.9%	+1.5%	+10.0%	➖ noise
22	duckdb:duckdb	+1.3%	-0.9%	+2.2%	+10.0%	➖ noise
22	duckdb:vortex-compact	+1.1%	-0.9%	+2.0%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-1.1%	-0.9%	-0.2%	+10.0%	➖ noise

[github-actions]

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.3%
Vortex (geomean): 0.990x ➖
Parquet (geomean): 0.980x ➖
Shifts: Parquet (control) -2.0% · Median polish -2.1%

---

datafusion / vortex-file-compressed (0.992x ➖, 0↑ 1↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚨	2094623	1647775	1.27
clickbench_q01/datafusion:vortex-file-compressed	34645002	35044027	0.99
clickbench_q02/datafusion:vortex-file-compressed	51702382	52005382	0.99
clickbench_q03/datafusion:vortex-file-compressed	57933468	55337742	1.05
clickbench_q04/datafusion:vortex-file-compressed	298845786	303988795	0.98
clickbench_q05/datafusion:vortex-file-compressed	311293748	311422062	1.00
clickbench_q06/datafusion:vortex-file-compressed	1649605	1701928	0.97
clickbench_q07/datafusion:vortex-file-compressed	38336368	39014659	0.98
clickbench_q08/datafusion:vortex-file-compressed	367782028	362447708	1.01
clickbench_q09/datafusion:vortex-file-compressed	560581611	573344145	0.98
clickbench_q10/datafusion:vortex-file-compressed	90142850	86997195	1.04
clickbench_q11/datafusion:vortex-file-compressed	98949182	102835802	0.96
clickbench_q12/datafusion:vortex-file-compressed	267454212	276698512	0.97
clickbench_q13/datafusion:vortex-file-compressed	420258110	424984108	0.99
clickbench_q14/datafusion:vortex-file-compressed	261833341	270049379	0.97
clickbench_q15/datafusion:vortex-file-compressed	334327217	343006329	0.97
clickbench_q16/datafusion:vortex-file-compressed	644739956	658031695	0.98
clickbench_q17/datafusion:vortex-file-compressed	645218558	657469647	0.98
clickbench_q18/datafusion:vortex-file-compressed	1299222927	1378959840	0.94
clickbench_q19/datafusion:vortex-file-compressed	50745645	47582556	1.07
clickbench_q20/datafusion:vortex-file-compressed	348548662	350283573	1.00
clickbench_q21/datafusion:vortex-file-compressed	380307427	378956304	1.00
clickbench_q22/datafusion:vortex-file-compressed	458214593	455760650	1.01
clickbench_q23/datafusion:vortex-file-compressed	676006760	724547787	0.93
clickbench_q24/datafusion:vortex-file-compressed	55419150	57540983	0.96
clickbench_q25/datafusion:vortex-file-compressed	84609451	89540157	0.94
clickbench_q26/datafusion:vortex-file-compressed	54082744	52496290	1.03
clickbench_q27/datafusion:vortex-file-compressed	725636570	726811378	1.00
clickbench_q28/datafusion:vortex-file-compressed	6940384019	6818444174	1.02
clickbench_q29/datafusion:vortex-file-compressed	249921632	253878976	0.98
clickbench_q30/datafusion:vortex-file-compressed	230632156	235164099	0.98
clickbench_q31/datafusion:vortex-file-compressed	268637360	269835902	1.00
clickbench_q32/datafusion:vortex-file-compressed	1104230733	1153737164	0.96
clickbench_q33/datafusion:vortex-file-compressed	1284350087	1307853613	0.98
clickbench_q34/datafusion:vortex-file-compressed	1288485248	1294239032	1.00
clickbench_q35/datafusion:vortex-file-compressed	455638943	468829927	0.97
clickbench_q36/datafusion:vortex-file-compressed	72470998	74157326	0.98
clickbench_q37/datafusion:vortex-file-compressed	37853429	38254592	0.99
clickbench_q38/datafusion:vortex-file-compressed	21647004	22654156	0.96
clickbench_q39/datafusion:vortex-file-compressed	137212506	134862933	1.02
clickbench_q40/datafusion:vortex-file-compressed	19637773	21079391	0.93
clickbench_q41/datafusion:vortex-file-compressed	18715840	19333322	0.97
clickbench_q42/datafusion:vortex-file-compressed	21010885	21031553	1.00

datafusion / parquet (0.973x ➖, 1↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1552012	1533127	1.01
clickbench_q01/datafusion:parquet 🚀	18703945	22207663	0.84
clickbench_q02/datafusion:parquet	46086879	48985097	0.94
clickbench_q03/datafusion:parquet	37269836	37478956	0.99
clickbench_q04/datafusion:parquet	292696174	297663592	0.98
clickbench_q05/datafusion:parquet	343583255	353393222	0.97
clickbench_q06/datafusion:parquet	1510395	1576919	0.96
clickbench_q07/datafusion:parquet	24206267	22872333	1.06
clickbench_q08/datafusion:parquet	364291353	388849303	0.94
clickbench_q09/datafusion:parquet	606205123	621429982	0.98
clickbench_q10/datafusion:parquet	109535449	114975030	0.95
clickbench_q11/datafusion:parquet	134250587	135452420	0.99
clickbench_q12/datafusion:parquet	342705535	351913325	0.97
clickbench_q13/datafusion:parquet	502702557	494444339	1.02
clickbench_q14/datafusion:parquet	345788084	342508257	1.01
clickbench_q15/datafusion:parquet	331976700	340737733	0.97
clickbench_q16/datafusion:parquet	678860470	677150872	1.00
clickbench_q17/datafusion:parquet	638906999	657463730	0.97
clickbench_q18/datafusion:parquet	1306318657	1327493914	0.98
clickbench_q19/datafusion:parquet	28042019	29721784	0.94
clickbench_q20/datafusion:parquet	598367152	612586072	0.98
clickbench_q21/datafusion:parquet	665482291	679481962	0.98
clickbench_q22/datafusion:parquet	985294337	998620457	0.99
clickbench_q23/datafusion:parquet	3720506554	3773346265	0.99
clickbench_q24/datafusion:parquet	80454892	85237750	0.94
clickbench_q25/datafusion:parquet	137845429	135271324	1.02
clickbench_q26/datafusion:parquet	81717343	85378812	0.96
clickbench_q27/datafusion:parquet	1053767286	1056261664	1.00
clickbench_q28/datafusion:parquet	6766475549	6684316219	1.01
clickbench_q29/datafusion:parquet	242742573	253652442	0.96
clickbench_q30/datafusion:parquet	326780762	331015464	0.99
clickbench_q31/datafusion:parquet	363964181	372016001	0.98
clickbench_q32/datafusion:parquet	1181778664	1197640930	0.99
clickbench_q33/datafusion:parquet	1454958826	1510483535	0.96
clickbench_q34/datafusion:parquet	1451187657	1492309435	0.97
clickbench_q35/datafusion:parquet	451019384	465751546	0.97
clickbench_q36/datafusion:parquet	132155674	143478653	0.92
clickbench_q37/datafusion:parquet	56598096	58805259	0.96
clickbench_q38/datafusion:parquet	83544001	87328556	0.96
clickbench_q39/datafusion:parquet	254908594	259606904	0.98
clickbench_q40/datafusion:parquet	29413686	31126353	0.94
clickbench_q41/datafusion:parquet	27075659	28719246	0.94
clickbench_q42/datafusion:parquet	28899267	29763568	0.97

duckdb / vortex-file-compressed (0.989x ➖, 1↑ 2↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6109228	6188348	0.99
clickbench_q01/duckdb:vortex-file-compressed	13671551	13770293	0.99
clickbench_q02/duckdb:vortex-file-compressed	25755124	27276429	0.94
clickbench_q03/duckdb:vortex-file-compressed	29756923	31067460	0.96
clickbench_q04/duckdb:vortex-file-compressed	178041077	187318975	0.95
clickbench_q05/duckdb:vortex-file-compressed	170468547	178620719	0.95
clickbench_q06/duckdb:vortex-file-compressed	19229044	19935295	0.96
clickbench_q07/duckdb:vortex-file-compressed	15275190	15623290	0.98
clickbench_q08/duckdb:vortex-file-compressed	258536979	260828787	0.99
clickbench_q09/duckdb:vortex-file-compressed	330444243	341857007	0.97
clickbench_q10/duckdb:vortex-file-compressed	65395480	69617466	0.94
clickbench_q11/duckdb:vortex-file-compressed	78170831	81263551	0.96
clickbench_q12/duckdb:vortex-file-compressed	192026185	200960983	0.96
clickbench_q13/duckdb:vortex-file-compressed	406156010	406997594	1.00
clickbench_q14/duckdb:vortex-file-compressed	232690496	239618976	0.97
clickbench_q15/duckdb:vortex-file-compressed	239915351	246735352	0.97
clickbench_q16/duckdb:vortex-file-compressed	578791114	596854202	0.97
clickbench_q17/duckdb:vortex-file-compressed	462458296	479773562	0.96
clickbench_q18/duckdb:vortex-file-compressed	968330868	997465639	0.97
clickbench_q19/duckdb:vortex-file-compressed	21314293	22044681	0.97
clickbench_q20/duckdb:vortex-file-compressed	327156898	342349083	0.96
clickbench_q21/duckdb:vortex-file-compressed	363277355	366606225	0.99
clickbench_q22/duckdb:vortex-file-compressed 🚀	488996275	633359080	0.77
clickbench_q23/duckdb:vortex-file-compressed 🚨	1626657975	1224673503	1.33
clickbench_q24/duckdb:vortex-file-compressed	43590965	41962635	1.04
clickbench_q25/duckdb:vortex-file-compressed	78993832	75356145	1.05
clickbench_q26/duckdb:vortex-file-compressed 🚨	50477277	43650654	1.16
clickbench_q27/duckdb:vortex-file-compressed	474645989	482946407	0.98
clickbench_q28/duckdb:vortex-file-compressed	2956350897	2995474217	0.99
clickbench_q29/duckdb:vortex-file-compressed	29323611	29472326	0.99
clickbench_q30/duckdb:vortex-file-compressed	194423191	192924051	1.01
clickbench_q31/duckdb:vortex-file-compressed	280746644	287389716	0.98
clickbench_q32/duckdb:vortex-file-compressed	1201932158	1235763020	0.97
clickbench_q33/duckdb:vortex-file-compressed	1179533296	1215460720	0.97
clickbench_q34/duckdb:vortex-file-compressed	1249632537	1243292762	1.01
clickbench_q35/duckdb:vortex-file-compressed	375487468	388281833	0.97
clickbench_q36/duckdb:vortex-file-compressed	27372230	28204875	0.97
clickbench_q37/duckdb:vortex-file-compressed	20596199	20046397	1.03
clickbench_q38/duckdb:vortex-file-compressed	21451889	21465159	1.00
clickbench_q39/duckdb:vortex-file-compressed	41132885	41245610	1.00
clickbench_q40/duckdb:vortex-file-compressed	20057369	19411113	1.03
clickbench_q41/duckdb:vortex-file-compressed	20948925	19696319	1.06
clickbench_q42/duckdb:vortex-file-compressed	22044383	21182324	1.04

duckdb / parquet (0.988x ➖, 1↑ 1↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	24567920	25061575	0.98
clickbench_q01/duckdb:parquet	28275890	27923465	1.01
clickbench_q02/duckdb:parquet	48607660	48694345	1.00
clickbench_q03/duckdb:parquet	37915713	39057711	0.97
clickbench_q04/duckdb:parquet	200726968	205453125	0.98
clickbench_q05/duckdb:parquet	266549290	274008691	0.97
clickbench_q06/duckdb:parquet	46083432	46037974	1.00
clickbench_q07/duckdb:parquet	29727868	29716484	1.00
clickbench_q08/duckdb:parquet	270126750	270757095	1.00
clickbench_q09/duckdb:parquet	395617704	404624932	0.98
clickbench_q10/duckdb:parquet	80641276	84308938	0.96
clickbench_q11/duckdb:parquet	98083289	100451910	0.98
clickbench_q12/duckdb:parquet	289880096	294485239	0.98
clickbench_q13/duckdb:parquet	471610748	493768260	0.96
clickbench_q14/duckdb:parquet	326848189	336621929	0.97
clickbench_q15/duckdb:parquet	257039987	271061304	0.95
clickbench_q16/duckdb:parquet	635787307	652198418	0.97
clickbench_q17/duckdb:parquet	534845550	552783067	0.97
clickbench_q18/duckdb:parquet	1072318118	1090223498	0.98
clickbench_q19/duckdb:parquet	26052615	27342610	0.95
clickbench_q20/duckdb:parquet	418889064	434117341	0.96
clickbench_q21/duckdb:parquet	537954630	552773405	0.97
clickbench_q22/duckdb:parquet	921893289	936358750	0.98
clickbench_q23/duckdb:parquet	314492834	317457569	0.99
clickbench_q24/duckdb:parquet	70876644	70092628	1.01
clickbench_q25/duckdb:parquet	155824611	158479914	0.98
clickbench_q26/duckdb:parquet	49325267	49143974	1.00
clickbench_q27/duckdb:parquet	645193982	648490949	0.99
clickbench_q28/duckdb:parquet	4819276370	4871672197	0.99
clickbench_q29/duckdb:parquet	40659000	40888024	0.99
clickbench_q30/duckdb:parquet	300946819	303035838	0.99
clickbench_q31/duckdb:parquet	358181108	363913526	0.98
clickbench_q32/duckdb:parquet	1241067580	1179983325	1.05
clickbench_q33/duckdb:parquet	1271649661	1244576779	1.02
clickbench_q34/duckdb:parquet	1347626076	1286299469	1.05
clickbench_q35/duckdb:parquet	360688667	366398458	0.98
clickbench_q36/duckdb:parquet 🚨	49351593	44831586	1.10
clickbench_q37/duckdb:parquet	32444487	30794185	1.05
clickbench_q38/duckdb:parquet	32818553	34640569	0.95
clickbench_q39/duckdb:parquet	83592747	82394375	1.01
clickbench_q40/duckdb:parquet 🚀	17872180	20325777	0.88
clickbench_q41/duckdb:parquet	18132686	18096531	1.00
clickbench_q42/duckdb:parquet	22125507	22475951	0.98

duckdb / duckdb (0.998x ➖, 5↑ 6↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	19143244	17550484	1.09
clickbench_q01/duckdb:duckdb	36247888	33267081	1.09
clickbench_q02/duckdb:duckdb	48647612	46066665	1.06
clickbench_q03/duckdb:duckdb	50854061	47228687	1.08
clickbench_q04/duckdb:duckdb	185448972	189709408	0.98
clickbench_q05/duckdb:duckdb	261067187	264943535	0.99
clickbench_q06/duckdb:duckdb	38250545	35865809	1.07
clickbench_q07/duckdb:duckdb 🚨	38787965	34956251	1.11
clickbench_q08/duckdb:duckdb	248424640	254720473	0.98
clickbench_q09/duckdb:duckdb	365725810	370414826	0.99
clickbench_q10/duckdb:duckdb	100309980	98619113	1.02
clickbench_q11/duckdb:duckdb	108610378	108550000	1.00
clickbench_q12/duckdb:duckdb	236216615	242301336	0.97
clickbench_q13/duckdb:duckdb	458755135	485964749	0.94
clickbench_q14/duckdb:duckdb	272998617	275301284	0.99
clickbench_q15/duckdb:duckdb	220542643	225087293	0.98
clickbench_q16/duckdb:duckdb	632693860	681302531	0.93
clickbench_q17/duckdb:duckdb	550133809	594743875	0.92
clickbench_q18/duckdb:duckdb	1198669008	1272804796	0.94
clickbench_q19/duckdb:duckdb 🚨	38487464	34241092	1.12
clickbench_q20/duckdb:duckdb 🚀	864492962	1045252122	0.83
clickbench_q21/duckdb:duckdb 🚀	884377428	1085124063	0.82
clickbench_q22/duckdb:duckdb	1143796656	1066902042	1.07
clickbench_q23/duckdb:duckdb	265848694	265935698	1.00
clickbench_q24/duckdb:duckdb	65483058	61584042	1.06
clickbench_q25/duckdb:duckdb	143821091	145617915	0.99
clickbench_q26/duckdb:duckdb	58677930	60822215	0.96
clickbench_q27/duckdb:duckdb	978583063	1058445403	0.92
clickbench_q28/duckdb:duckdb	4668044605	4716449456	0.99
clickbench_q29/duckdb:duckdb	53417236	48571264	1.10
clickbench_q30/duckdb:duckdb	262386378	267258384	0.98
clickbench_q31/duckdb:duckdb 🚀	414358432	472007141	0.88
clickbench_q32/duckdb:duckdb 🚀	1421838077	1627743601	0.87
clickbench_q33/duckdb:duckdb	1915165209	2077037638	0.92
clickbench_q34/duckdb:duckdb 🚀	1990059829	2265389254	0.88
clickbench_q35/duckdb:duckdb	278698120	276725551	1.01
clickbench_q36/duckdb:duckdb	44777715	42397599	1.06
clickbench_q37/duckdb:duckdb 🚨	34933444	31335058	1.11
clickbench_q38/duckdb:duckdb 🚨	34254932	30901384	1.11
clickbench_q39/duckdb:duckdb	66761712	73581497	0.91
clickbench_q40/duckdb:duckdb 🚨	35929534	31448563	1.14
clickbench_q41/duckdb:duckdb	33647072	30629386	1.10
clickbench_q42/duckdb:duckdb 🚨	35071007	31554957	1.11

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+27.1%	-0.4%	+27.6%	+755.7%	➖ noise
0	duckdb:duckdb	+9.1%	-0.4%	+9.5%	+297.7%	➖ noise
0	duckdb:vortex-file-compressed	-1.3%	-0.4%	-0.9%	+501.7%	➖ noise
1	datafusion:vortex-file-compressed	-1.1%	-7.6%	+7.1%	+21.9%	➖ noise
1	duckdb:duckdb	+9.0%	-7.6%	+18.0%	+59.7%	➖ noise
1	duckdb:vortex-file-compressed	-0.7%	-7.6%	+7.5%	+22.3%	➖ noise
2	datafusion:vortex-file-compressed	-0.6%	-3.1%	+2.6%	+10.6%	➖ noise
2	duckdb:duckdb	+5.6%	-3.1%	+9.0%	+21.3%	➖ noise
2	duckdb:vortex-file-compressed	-5.6%	-3.1%	-2.6%	+15.2%	➖ noise
3	datafusion:vortex-file-compressed	+4.7%	-1.7%	+6.6%	+102.3%	➖ noise
3	duckdb:duckdb	+7.7%	-1.7%	+9.6%	+45.8%	➖ noise
3	duckdb:vortex-file-compressed	-4.2%	-1.7%	-2.5%	+44.9%	➖ noise
4	datafusion:vortex-file-compressed	-1.7%	-2.0%	+0.3%	+10.0%	➖ noise
4	duckdb:duckdb	-2.2%	-2.0%	-0.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-5.0%	-2.0%	-3.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.0%	-2.7%	+2.8%	+10.0%	➖ noise
5	duckdb:duckdb	-1.5%	-2.7%	+1.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-4.6%	-2.7%	-1.9%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.1%	-2.1%	-1.0%	+41.3%	➖ noise
6	duckdb:duckdb	+6.6%	-2.1%	+8.9%	+29.6%	➖ noise
6	duckdb:vortex-file-compressed	-3.5%	-2.1%	-1.5%	+19.8%	➖ noise
7	datafusion:vortex-file-compressed	-1.7%	+2.9%	-4.5%	+10.0%	➖ noise
7	duckdb:duckdb	+11.0%	+2.9%	+7.8%	+11.3%	➖ noise
7	duckdb:vortex-file-compressed	-2.2%	+2.9%	-5.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+1.5%	-3.3%	+5.0%	+10.0%	➖ noise
8	duckdb:duckdb	-2.5%	-3.3%	+0.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.9%	-3.3%	+2.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-2.2%	-2.3%	+0.1%	+10.0%	➖ noise
9	duckdb:duckdb	-1.3%	-2.3%	+1.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-3.3%	-2.3%	-1.0%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+3.6%	-4.5%	+8.5%	+10.0%	➖ noise
10	duckdb:duckdb	+1.7%	-4.5%	+6.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-6.1%	-4.5%	-1.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.8%	-1.6%	-2.2%	+10.0%	➖ noise
11	duckdb:duckdb	+0.1%	-1.6%	+1.7%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-3.8%	-1.6%	-2.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-3.3%	-2.1%	-1.3%	+10.0%	➖ noise
12	duckdb:duckdb	-2.5%	-2.1%	-0.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-4.4%	-2.1%	-2.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.1%	-1.5%	+0.3%	+10.0%	➖ noise
13	duckdb:duckdb	-5.6%	-1.5%	-4.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.2%	-1.5%	+1.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-3.0%	-1.0%	-2.1%	+10.0%	➖ noise
14	duckdb:duckdb	-0.8%	-1.0%	+0.2%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-2.9%	-1.0%	-1.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-2.5%	-3.9%	+1.4%	+10.0%	➖ noise
15	duckdb:duckdb	-2.0%	-3.9%	+1.9%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.8%	-3.9%	+1.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-2.0%	-1.1%	-0.9%	+10.0%	➖ noise
16	duckdb:duckdb	-7.1%	-1.1%	-6.1%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-3.0%	-1.1%	-1.9%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.9%	-3.0%	+1.2%	+10.0%	➖ noise
17	duckdb:duckdb	-7.5%	-3.0%	-4.6%	+11.5%	➖ noise
17	duckdb:vortex-file-compressed	-3.6%	-3.0%	-0.6%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-5.8%	-1.6%	-4.2%	+10.0%	➖ noise
18	duckdb:duckdb	-5.8%	-1.6%	-4.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-2.9%	-1.6%	-1.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+6.6%	-5.2%	+12.5%	+17.6%	➖ noise
19	duckdb:duckdb	+12.4%	-5.2%	+18.5%	+12.9%	🚨 regression
19	duckdb:vortex-file-compressed	-3.3%	-5.2%	+2.0%	+12.0%	➖ noise
20	datafusion:vortex-file-compressed	-0.5%	-2.9%	+2.5%	+200.0%	➖ noise
20	duckdb:duckdb	-17.3%	-2.9%	-14.8%	+23.3%	➖ noise
20	duckdb:vortex-file-compressed	-4.4%	-2.9%	-1.6%	+26.7%	➖ noise
21	datafusion:vortex-file-compressed	+0.4%	-2.4%	+2.8%	+10.0%	➖ noise
21	duckdb:duckdb	-18.5%	-2.4%	-16.5%	+10.6%	✅ faster
21	duckdb:vortex-file-compressed	-0.9%	-2.4%	+1.5%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+0.5%	-1.4%	+2.0%	+14.7%	➖ noise
22	duckdb:duckdb	+7.2%	-1.4%	+8.8%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-22.8%	-1.4%	-21.7%	+21.4%	✅ faster
23	datafusion:vortex-file-compressed	-6.7%	-1.2%	-5.6%	+47.7%	➖ noise
23	duckdb:duckdb	-0.0%	-1.2%	+1.1%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+32.8%	-1.2%	+34.4%	+12.7%	🚨 regression
24	datafusion:vortex-file-compressed	-3.7%	-2.3%	-1.4%	+14.4%	➖ noise
24	duckdb:duckdb	+6.3%	-2.3%	+8.8%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+3.9%	-2.3%	+6.3%	+21.5%	➖ noise
25	datafusion:vortex-file-compressed	-5.5%	+0.1%	-5.6%	+10.0%	➖ noise
25	duckdb:duckdb	-1.2%	+0.1%	-1.3%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+4.8%	+0.1%	+4.7%	+17.8%	➖ noise
26	datafusion:vortex-file-compressed	+3.0%	-2.0%	+5.1%	+10.0%	➖ noise
26	duckdb:duckdb	-3.5%	-2.0%	-1.6%	+13.7%	➖ noise
26	duckdb:vortex-file-compressed	+15.6%	-2.0%	+18.0%	+48.7%	➖ noise
27	datafusion:vortex-file-compressed	-0.2%	-0.4%	+0.2%	+10.0%	➖ noise
27	duckdb:duckdb	-7.5%	-0.4%	-7.2%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-1.7%	-0.4%	-1.4%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+1.8%	+0.1%	+1.7%	+10.0%	➖ noise
28	duckdb:duckdb	-1.0%	+0.1%	-1.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-1.3%	+0.1%	-1.4%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-1.6%	-2.4%	+0.9%	+10.0%	➖ noise
29	duckdb:duckdb	+10.0%	-2.4%	+12.7%	+11.1%	🚨 regression
29	duckdb:vortex-file-compressed	-0.5%	-2.4%	+2.0%	+12.7%	➖ noise
30	datafusion:vortex-file-compressed	-1.9%	-1.0%	-1.0%	+10.0%	➖ noise
30	duckdb:duckdb	-1.8%	-1.0%	-0.8%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.8%	-1.0%	+1.8%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-0.4%	-1.9%	+1.5%	+10.0%	➖ noise
31	duckdb:duckdb	-12.2%	-1.9%	-10.5%	+10.0%	✅ faster
31	duckdb:vortex-file-compressed	-2.3%	-1.9%	-0.4%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-4.3%	+1.9%	-6.1%	+10.0%	➖ noise
32	duckdb:duckdb	-12.6%	+1.9%	-14.3%	+10.0%	✅ faster
32	duckdb:vortex-file-compressed	-2.7%	+1.9%	-4.5%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-1.8%	-0.8%	-1.0%	+10.0%	➖ noise
33	duckdb:duckdb	-7.8%	-0.8%	-7.1%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-3.0%	-0.8%	-2.2%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-0.4%	+0.9%	-1.4%	+10.0%	➖ noise
34	duckdb:duckdb	-12.2%	+0.9%	-13.0%	+10.0%	✅ faster
34	duckdb:vortex-file-compressed	+0.5%	+0.9%	-0.4%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-2.8%	-2.4%	-0.5%	+10.0%	➖ noise
35	duckdb:duckdb	+0.7%	-2.4%	+3.2%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-3.3%	-2.4%	-1.0%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-2.3%	+0.7%	-2.9%	+10.0%	➖ noise
36	duckdb:duckdb	+5.6%	+0.7%	+4.9%	+13.6%	➖ noise
36	duckdb:vortex-file-compressed	-3.0%	+0.7%	-3.6%	+11.5%	➖ noise
37	datafusion:vortex-file-compressed	-1.0%	+0.7%	-1.7%	+10.0%	➖ noise
37	duckdb:duckdb	+11.5%	+0.7%	+10.7%	+10.3%	🚨 regression
37	duckdb:vortex-file-compressed	+2.7%	+0.7%	+2.0%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-4.4%	-4.8%	+0.4%	+10.0%	➖ noise
38	duckdb:duckdb	+10.9%	-4.8%	+16.4%	+10.0%	🚨 regression
38	duckdb:vortex-file-compressed	-0.1%	-4.8%	+5.0%	+10.6%	➖ noise
39	datafusion:vortex-file-compressed	+1.7%	-0.2%	+1.9%	+10.0%	➖ noise
39	duckdb:duckdb	-9.3%	-0.2%	-9.1%	+11.0%	➖ noise
39	duckdb:vortex-file-compressed	-0.3%	-0.2%	-0.1%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-6.8%	-8.8%	+2.2%	+15.0%	➖ noise
40	duckdb:duckdb	+14.2%	-8.8%	+25.3%	+10.2%	🚨 regression
40	duckdb:vortex-file-compressed	+3.3%	-8.8%	+13.4%	+10.0%	🚨 regression
41	datafusion:vortex-file-compressed	-3.2%	-2.8%	-0.4%	+10.3%	➖ noise
41	duckdb:duckdb	+9.9%	-2.8%	+13.0%	+12.8%	🚨 regression
41	duckdb:vortex-file-compressed	+6.4%	-2.8%	+9.4%	+11.7%	➖ noise
42	datafusion:vortex-file-compressed	-0.1%	-2.2%	+2.2%	+10.0%	➖ noise
42	duckdb:duckdb	+11.1%	-2.2%	+13.7%	+10.0%	🚨 regression
42	duckdb:vortex-file-compressed	+4.1%	-2.2%	+6.4%	+14.4%	➖ noise

[github-actions]

File Sizes: Clickbench on NVME

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

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

Totals:

• vortex-compact: 7.06 GB → 7.06 GB (-0.0%)
• vortex-file-compressed: 14.01 GB → 14.01 GB (0.0%)

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.0%
Vortex (geomean): 1.048x ➖
Parquet (geomean): 1.038x ➖
Shifts: Parquet (control) +3.8% · Median polish +3.7%

---

datafusion / vortex-file-compressed (1.001x ➖, 1↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	290460139	248553591	1.17
tpch_q02/datafusion:vortex-file-compressed	498471146	465858616	1.07
tpch_q03/datafusion:vortex-file-compressed	509622067	481783736	1.06
tpch_q04/datafusion:vortex-file-compressed	255121312	241872698	1.05
tpch_q05/datafusion:vortex-file-compressed	404319892	409396819	0.99
tpch_q06/datafusion:vortex-file-compressed	367038972	340401709	1.08
tpch_q07/datafusion:vortex-file-compressed	423921634	408508416	1.04
tpch_q08/datafusion:vortex-file-compressed	606118751	677442715	0.89
tpch_q09/datafusion:vortex-file-compressed 🚀	388400606	593632803	0.65
tpch_q10/datafusion:vortex-file-compressed	483935187	581559725	0.83
tpch_q11/datafusion:vortex-file-compressed	321442725	290100570	1.11
tpch_q12/datafusion:vortex-file-compressed	516930389	461310532	1.12
tpch_q13/datafusion:vortex-file-compressed	135115935	167601506	0.81
tpch_q14/datafusion:vortex-file-compressed	288025444	323604679	0.89
tpch_q15/datafusion:vortex-file-compressed	494933563	486090646	1.02
tpch_q16/datafusion:vortex-file-compressed	192135244	199299555	0.96
tpch_q17/datafusion:vortex-file-compressed	352648604	329268195	1.07
tpch_q18/datafusion:vortex-file-compressed	311851992	321210468	0.97
tpch_q19/datafusion:vortex-file-compressed	452142603	416114622	1.09
tpch_q20/datafusion:vortex-file-compressed	436341944	443872337	0.98
tpch_q21/datafusion:vortex-file-compressed	617301243	554538170	1.11
tpch_q22/datafusion:vortex-file-compressed	175034017	137803671	1.27

datafusion / vortex-compact (1.095x ➖, 0↑ 4↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	234340466	218028241	1.07
tpch_q02/datafusion:vortex-compact	466814360	399755125	1.17
tpch_q03/datafusion:vortex-compact 🚨	405388672	308184618	1.32
tpch_q04/datafusion:vortex-compact	225276004	216963634	1.04
tpch_q05/datafusion:vortex-compact	451073390	394453505	1.14
tpch_q06/datafusion:vortex-compact	318482608	433076437	0.74
tpch_q07/datafusion:vortex-compact	399535611	373399954	1.07
tpch_q08/datafusion:vortex-compact	488393134	543635083	0.90
tpch_q09/datafusion:vortex-compact	463644716	362187866	1.28
tpch_q10/datafusion:vortex-compact	420335184	404689334	1.04
tpch_q11/datafusion:vortex-compact	261827629	299101531	0.88
tpch_q12/datafusion:vortex-compact	357258666	375249917	0.95
tpch_q13/datafusion:vortex-compact 🚨	166039939	105445632	1.57
tpch_q14/datafusion:vortex-compact	196060549	200353625	0.98
tpch_q15/datafusion:vortex-compact	348028776	339909109	1.02
tpch_q16/datafusion:vortex-compact	180518714	189371532	0.95
tpch_q17/datafusion:vortex-compact	383117834	338167286	1.13
tpch_q18/datafusion:vortex-compact	275346738	288804705	0.95
tpch_q19/datafusion:vortex-compact	399065218	407191682	0.98
tpch_q20/datafusion:vortex-compact	364600910	378062508	0.96
tpch_q21/datafusion:vortex-compact 🚨	580062542	439460401	1.32
tpch_q22/datafusion:vortex-compact 🚨	318818361	134920350	2.36

datafusion / parquet (1.026x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	229165398	248299672	0.92
tpch_q02/datafusion:parquet	427558076	522856743	0.82
tpch_q03/datafusion:parquet	320700976	286733978	1.12
tpch_q04/datafusion:parquet	148667329	145974303	1.02
tpch_q05/datafusion:parquet	452832498	443523772	1.02
tpch_q06/datafusion:parquet	132487263	131167655	1.01
tpch_q07/datafusion:parquet	456748310	452723592	1.01
tpch_q08/datafusion:parquet	557885287	557818462	1.00
tpch_q09/datafusion:parquet	465533510	465774581	1.00
tpch_q10/datafusion:parquet	539369292	532382256	1.01
tpch_q11/datafusion:parquet	332879369	335370691	0.99
tpch_q12/datafusion:parquet	245821276	230495059	1.07
tpch_q13/datafusion:parquet	429431993	432156073	0.99
tpch_q14/datafusion:parquet	212216363	196640390	1.08
tpch_q15/datafusion:parquet	359512429	311412290	1.15
tpch_q16/datafusion:parquet	169487126	174479206	0.97
tpch_q17/datafusion:parquet	459605911	425663943	1.08
tpch_q18/datafusion:parquet	453812254	449567067	1.01
tpch_q19/datafusion:parquet	351690319	349549694	1.01
tpch_q20/datafusion:parquet	321334266	327824118	0.98
tpch_q21/datafusion:parquet	610882138	507574999	1.20
tpch_q22/datafusion:parquet	140050284	118537294	1.18

duckdb / vortex-file-compressed (1.051x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	289884778	265759275	1.09
tpch_q02/duckdb:vortex-file-compressed	923146558	963546386	0.96
tpch_q03/duckdb:vortex-file-compressed	700113483	656078411	1.07
tpch_q04/duckdb:vortex-file-compressed	421770528	373107549	1.13
tpch_q05/duckdb:vortex-file-compressed	901092138	897087725	1.00
tpch_q06/duckdb:vortex-file-compressed	412441809	388132702	1.06
tpch_q07/duckdb:vortex-file-compressed	848255023	801151077	1.06
tpch_q08/duckdb:vortex-file-compressed	976388750	992290073	0.98
tpch_q09/duckdb:vortex-file-compressed	922377674	819930636	1.12
tpch_q10/duckdb:vortex-file-compressed	766520073	752625400	1.02
tpch_q11/duckdb:vortex-file-compressed	513451218	483914734	1.06
tpch_q12/duckdb:vortex-file-compressed	507577694	456630174	1.11
tpch_q13/duckdb:vortex-file-compressed	484852390	455232209	1.07
tpch_q14/duckdb:vortex-file-compressed	486557494	437456523	1.11
tpch_q15/duckdb:vortex-file-compressed	285509218	279545269	1.02
tpch_q16/duckdb:vortex-file-compressed	365629435	378622672	0.97
tpch_q17/duckdb:vortex-file-compressed	745921900	675174659	1.10
tpch_q18/duckdb:vortex-file-compressed	449812906	521602068	0.86
tpch_q19/duckdb:vortex-file-compressed	434383754	406761290	1.07
tpch_q20/duckdb:vortex-file-compressed	907383298	810574739	1.12
tpch_q21/duckdb:vortex-file-compressed	1125858176	1017005070	1.11
tpch_q22/duckdb:vortex-file-compressed	371931771	344053938	1.08

duckdb / vortex-compact (1.046x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	285104385	269219137	1.06
tpch_q02/duckdb:vortex-compact	931438999	908121972	1.03
tpch_q03/duckdb:vortex-compact	637869258	604507773	1.06
tpch_q04/duckdb:vortex-compact	375687993	342007011	1.10
tpch_q05/duckdb:vortex-compact	839418464	862143737	0.97
tpch_q06/duckdb:vortex-compact	392217372	398822779	0.98
tpch_q07/duckdb:vortex-compact	811260648	777872435	1.04
tpch_q08/duckdb:vortex-compact	973130316	858483558	1.13
tpch_q09/duckdb:vortex-compact	914938970	843498680	1.08
tpch_q10/duckdb:vortex-compact	661327371	733181301	0.90
tpch_q11/duckdb:vortex-compact	537457479	458877526	1.17
tpch_q12/duckdb:vortex-compact	474562993	469408331	1.01
tpch_q13/duckdb:vortex-compact	447617207	431381963	1.04
tpch_q14/duckdb:vortex-compact	456928846	429869349	1.06
tpch_q15/duckdb:vortex-compact	278015612	267610180	1.04
tpch_q16/duckdb:vortex-compact	382870128	342363745	1.12
tpch_q17/duckdb:vortex-compact	587481214	613134129	0.96
tpch_q18/duckdb:vortex-compact	461562050	450683766	1.02
tpch_q19/duckdb:vortex-compact	454718307	401350959	1.13
tpch_q20/duckdb:vortex-compact	714649592	725235162	0.99
tpch_q21/duckdb:vortex-compact	1038146285	950641310	1.09
tpch_q22/duckdb:vortex-compact	354461422	335409356	1.06

duckdb / parquet (1.049x ➖, 0↑ 1↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	435415720	422338885	1.03
tpch_q02/duckdb:parquet	1257136481	1201149337	1.05
tpch_q03/duckdb:parquet	1131149343	964355847	1.17
tpch_q04/duckdb:parquet 🚨	762407048	584464320	1.30
tpch_q05/duckdb:parquet	1540422145	1587371726	0.97
tpch_q06/duckdb:parquet	385979362	412480084	0.94
tpch_q07/duckdb:parquet	1342538413	1206869747	1.11
tpch_q08/duckdb:parquet	1777890850	1628709805	1.09
tpch_q09/duckdb:parquet	1469514065	1322518892	1.11
tpch_q10/duckdb:parquet	1367607130	1240610735	1.10
tpch_q11/duckdb:parquet	798367446	769612961	1.04
tpch_q12/duckdb:parquet	754362356	668566623	1.13
tpch_q13/duckdb:parquet	911635131	890291677	1.02
tpch_q14/duckdb:parquet	640521266	659303020	0.97
tpch_q15/duckdb:parquet	454039552	472233711	0.96
tpch_q16/duckdb:parquet	625781724	642731380	0.97
tpch_q17/duckdb:parquet	793815070	698354190	1.14
tpch_q18/duckdb:parquet	903561875	874180506	1.03
tpch_q19/duckdb:parquet	745490634	727596922	1.02
tpch_q20/duckdb:parquet	984203789	995196947	0.99
tpch_q21/duckdb:parquet	1171190649	1195403947	0.98
tpch_q22/duckdb:parquet	583779606	573457530	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+7.5%	-2.5%	+10.2%	+85.4%	➖ noise
1	datafusion:vortex-file-compressed	+16.9%	-2.5%	+19.8%	+72.0%	➖ noise
1	duckdb:vortex-compact	+5.9%	-2.5%	+8.6%	+45.8%	➖ noise
1	duckdb:vortex-file-compressed	+9.1%	-2.5%	+11.8%	+47.7%	➖ noise
2	datafusion:vortex-compact	+16.8%	-7.5%	+26.2%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+7.0%	-7.5%	+15.7%	+30.8%	➖ noise
2	duckdb:vortex-compact	+2.6%	-7.5%	+10.9%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-4.2%	-7.5%	+3.6%	+30.0%	➖ noise
3	datafusion:vortex-compact	+31.5%	+14.5%	+14.8%	+60.4%	➖ noise
3	datafusion:vortex-file-compressed	+5.8%	+14.5%	-7.6%	+57.1%	➖ noise
3	duckdb:vortex-compact	+5.5%	+14.5%	-7.9%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+6.7%	+14.5%	-6.8%	+32.3%	➖ noise
4	datafusion:vortex-compact	+3.8%	+15.3%	-9.9%	+37.7%	➖ noise
4	datafusion:vortex-file-compressed	+5.5%	+15.3%	-8.5%	+31.2%	➖ noise
4	duckdb:vortex-compact	+9.8%	+15.3%	-4.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+13.0%	+15.3%	-1.9%	+30.0%	➖ noise
5	datafusion:vortex-compact	+14.4%	-0.5%	+14.9%	+42.3%	➖ noise
5	datafusion:vortex-file-compressed	-1.2%	-0.5%	-0.8%	+30.0%	➖ noise
5	duckdb:vortex-compact	-2.6%	-0.5%	-2.2%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.4%	-0.5%	+0.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-26.5%	-2.8%	-24.4%	+36.9%	➖ noise
6	datafusion:vortex-file-compressed	+7.8%	-2.8%	+10.9%	+31.9%	➖ noise
6	duckdb:vortex-compact	-1.7%	-2.8%	+1.2%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+6.3%	-2.8%	+9.3%	+30.0%	➖ noise
7	datafusion:vortex-compact	+7.0%	+5.9%	+1.0%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.8%	+5.9%	-2.0%	+30.0%	➖ noise
7	duckdb:vortex-compact	+4.3%	+5.9%	-1.6%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+5.9%	+5.9%	-0.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	-10.2%	+4.5%	-14.0%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-10.5%	+4.5%	-14.4%	+30.0%	➖ noise
8	duckdb:vortex-compact	+13.4%	+4.5%	+8.5%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.6%	+4.5%	-5.8%	+30.0%	➖ noise
9	datafusion:vortex-compact	+28.0%	+5.4%	+21.5%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-34.6%	+5.4%	-37.9%	+30.0%	✅ faster
9	duckdb:vortex-compact	+8.5%	+5.4%	+2.9%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+12.5%	+5.4%	+6.7%	+30.0%	➖ noise
10	datafusion:vortex-compact	+3.9%	+5.7%	-1.7%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-16.8%	+5.7%	-21.3%	+30.0%	➖ noise
10	duckdb:vortex-compact	-9.8%	+5.7%	-14.6%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.8%	+5.7%	-3.6%	+30.0%	➖ noise
11	datafusion:vortex-compact	-12.5%	+1.5%	-13.7%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+10.8%	+1.5%	+9.2%	+30.0%	➖ noise
11	duckdb:vortex-compact	+17.1%	+1.5%	+15.4%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+6.1%	+1.5%	+4.6%	+30.0%	➖ noise
12	datafusion:vortex-compact	-4.8%	+9.7%	-13.2%	+43.7%	➖ noise
12	datafusion:vortex-file-compressed	+12.1%	+9.7%	+2.2%	+30.0%	➖ noise
12	duckdb:vortex-compact	+1.1%	+9.7%	-7.8%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+11.2%	+9.7%	+1.3%	+30.0%	➖ noise
13	datafusion:vortex-compact	+57.5%	+0.9%	+56.1%	+50.6%	🚨 regression
13	datafusion:vortex-file-compressed	-19.4%	+0.9%	-20.1%	+44.3%	➖ noise
13	duckdb:vortex-compact	+3.8%	+0.9%	+2.9%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	+6.5%	+0.9%	+5.6%	+30.0%	➖ noise
14	datafusion:vortex-compact	-2.1%	+2.4%	-4.4%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-11.0%	+2.4%	-13.1%	+32.3%	➖ noise
14	duckdb:vortex-compact	+6.3%	+2.4%	+3.8%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+11.2%	+2.4%	+8.6%	+30.0%	➖ noise
15	datafusion:vortex-compact	+2.4%	+5.4%	-2.8%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.8%	+5.4%	-3.4%	+30.0%	➖ noise
15	duckdb:vortex-compact	+3.9%	+5.4%	-1.4%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+2.1%	+5.4%	-3.1%	+30.0%	➖ noise
16	datafusion:vortex-compact	-4.7%	-2.7%	-2.0%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-3.6%	-2.7%	-0.9%	+30.0%	➖ noise
16	duckdb:vortex-compact	+11.8%	-2.7%	+15.0%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-3.4%	-2.7%	-0.7%	+30.0%	➖ noise
17	datafusion:vortex-compact	+13.3%	+10.8%	+2.3%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+7.1%	+10.8%	-3.3%	+30.0%	➖ noise
17	duckdb:vortex-compact	-4.2%	+10.8%	-13.5%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+10.5%	+10.8%	-0.3%	+30.0%	➖ noise
18	datafusion:vortex-compact	-4.7%	+2.1%	-6.7%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.9%	+2.1%	-5.0%	+30.0%	➖ noise
18	duckdb:vortex-compact	+2.4%	+2.1%	+0.3%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-13.8%	+2.1%	-15.6%	+30.0%	➖ noise
19	datafusion:vortex-compact	-2.0%	+1.5%	-3.5%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+8.7%	+1.5%	+7.0%	+30.0%	➖ noise
19	duckdb:vortex-compact	+13.3%	+1.5%	+11.6%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+6.8%	+1.5%	+5.2%	+30.0%	➖ noise
20	datafusion:vortex-compact	-3.6%	-1.5%	-2.0%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.7%	-1.5%	-0.2%	+30.0%	➖ noise
20	duckdb:vortex-compact	-1.5%	-1.5%	+0.1%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+11.9%	-1.5%	+13.7%	+30.0%	➖ noise
21	datafusion:vortex-compact	+32.0%	+8.6%	+21.6%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+11.3%	+8.6%	+2.5%	+30.0%	➖ noise
21	duckdb:vortex-compact	+9.2%	+8.6%	+0.6%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+10.7%	+8.6%	+1.9%	+30.0%	➖ noise
22	datafusion:vortex-compact	+136.3%	+9.7%	+115.5%	+39.2%	🚨 regression
22	datafusion:vortex-file-compressed	+27.0%	+9.7%	+15.8%	+30.0%	➖ noise
22	duckdb:vortex-compact	+5.7%	+9.7%	-3.6%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+8.1%	+9.7%	-1.4%	+30.0%	➖ noise

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 1.100x ➖
Parquet (geomean): 1.067x ➖

---

unknown / unknown (1.079x ➖, 1↑ 13↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2059920	2493055	0.83
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1491237	1368981	1.09
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8950244967	8537703964	1.05
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8827534702	8419719172	1.05
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8365868	8135410	1.03
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚨	8385491	7501720	1.12
random-access/feature-vectors/uniform/lance-tokio-local-disk	6259638	5740122	1.09
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	7038222	6461343	1.09
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8966187219	8418165543	1.07
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8914247169	8439872921	1.06
random-access/feature-vectors/uniform/vortex-tokio-local-disk	14484531	13222257	1.10
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	14330667	13132312	1.09
random-access/lance-tokio-local-disk	784082	727390	1.08
random-access/lance-tokio-local-disk-footer 🚨	1387570	1226444	1.13
random-access/nested-lists/correlated/lance-tokio-local-disk	268898	247251	1.09
random-access/nested-lists/correlated/lance-tokio-local-disk-footer 🚨	715612	616293	1.16
random-access/nested-lists/correlated/parquet-tokio-local-disk	135811035	129378289	1.05
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	136655004	128866060	1.06
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚨	709424	632742	1.12
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚨	724150	628881	1.15
random-access/nested-lists/uniform/lance-tokio-local-disk	1123786	1079482	1.04
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1576538	1455069	1.08
random-access/nested-lists/uniform/parquet-tokio-local-disk	137278482	131708258	1.04
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	137160897	129526861	1.06
random-access/nested-lists/uniform/vortex-tokio-local-disk	2315990	2129585	1.09
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2315093	2119551	1.09
random-access/nested-structs/correlated/lance-tokio-local-disk	411351	388346	1.06
random-access/nested-structs/correlated/lance-tokio-local-disk-footer 🚨	636904	577357	1.10
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	28067666	25514815	1.10
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	28432971	25554722	1.11
random-access/nested-structs/correlated/vortex-tokio-local-disk 🚨	892016	751309	1.19
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 🚨	904784	782757	1.16
random-access/nested-structs/uniform/lance-tokio-local-disk	2799837	2683328	1.04
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3085266	2891835	1.07
random-access/nested-structs/uniform/parquet-tokio-local-disk	27892691	26325433	1.06
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	28462510	26359660	1.08
random-access/nested-structs/uniform/vortex-tokio-local-disk 🚨	1919860	1590830	1.21
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer 🚨	1876092	1693060	1.11
random-access/parquet-tokio-local-disk	189473501	176817811	1.07
random-access/parquet-tokio-local-disk-footer	190188937	176854623	1.08
random-access/taxi/correlated/lance-tokio-local-disk	976250	917461	1.06
random-access/taxi/correlated/lance-tokio-local-disk-footer	1679846	1527581	1.10
random-access/taxi/correlated/parquet-tokio-local-disk	282746837	264024455	1.07
random-access/taxi/correlated/parquet-tokio-local-disk-footer	283421846	264184152	1.07
random-access/taxi/correlated/vortex-tokio-local-disk	1879145	1839154	1.02
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚨	2072206	1847822	1.12
random-access/taxi/uniform/lance-tokio-local-disk	10457812	9642294	1.08
random-access/taxi/uniform/lance-tokio-local-disk-footer	11214615	10229994	1.10
random-access/taxi/uniform/parquet-tokio-local-disk	298264855	279275173	1.07
random-access/taxi/uniform/parquet-tokio-local-disk-footer	296876808	280124295	1.06
random-access/taxi/uniform/vortex-tokio-local-disk	4967471	4602203	1.08
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4928644	4560394	1.08
random-access/vortex-tokio-local-disk	1343178	1293000	1.04
random-access/vortex-tokio-local-disk-footer	1365816	1323527	1.03

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.006x ➖
Parquet (geomean): 1.000x ➖

---

unknown / unknown (1.001x ➖, 0↑ 3↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
compress time/Arade	1100229826	1147130497	0.96
compress time/Bimbo	6633751684	6735376951	0.98
compress time/CMSprovider	2828543412	2878647346	0.98
compress time/Euro2016	425181511	425044384	1.00
compress time/Food	395518245	392527053	1.01
compress time/HashTags	807293510	838819777	0.96
compress time/TPC-H l_comment canonical	1304202819	1308397113	1.00
compress time/TPC-H l_comment chunked	1301482599	1301632402	1.00
compress time/taxi	703811434	717379108	0.98
compress time/wide table cols=100 chunks=1 rows=1000	12410420	12233997	1.01
compress time/wide table cols=100 chunks=50 rows=1000	10955071	11944540	0.92
compress time/wide table cols=1000 chunks=1 rows=1000	122780969	122634774	1.00
compress time/wide table cols=1000 chunks=50 rows=1000	122631197	127614229	0.96
compress time/wide table cols=10000 chunks=1 rows=1000	1421558824	1407386930	1.01
compress time/wide table cols=10000 chunks=50 rows=1000	1415717947	1422185028	1.00
decompress time/Arade	27934060	27889979	1.00
decompress time/Bimbo	92255058	92699028	1.00
decompress time/CMSprovider	86044871	80251862	1.07
decompress time/Euro2016 🚨	19714600	17905516	1.10
decompress time/Food 🚨	10163833	9202418	1.10
decompress time/HashTags	69373538	73384957	0.95
decompress time/TPC-H l_comment canonical	39494477	40073442	0.99
decompress time/TPC-H l_comment chunked	40828641	39879491	1.02
decompress time/taxi	16383506	16896679	0.97
decompress time/wide table cols=100 chunks=1 rows=1000	2627541	2601379	1.01
decompress time/wide table cols=100 chunks=50 rows=1000	2632945	2569127	1.02
decompress time/wide table cols=1000 chunks=1 rows=1000	23661262	22789427	1.04
decompress time/wide table cols=1000 chunks=50 rows=1000	24086742	23393968	1.03
decompress time/wide table cols=10000 chunks=1 rows=1000	256187319	254605380	1.01
decompress time/wide table cols=10000 chunks=50 rows=1000	260698520	265675635	0.98
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	2918113462	2913863894	1.00
parquet_rs-zstd compress time/Bimbo	14610984084	15175461047	0.96
parquet_rs-zstd compress time/CMSprovider	7351796595	7570451696	0.97
parquet_rs-zstd compress time/Euro2016	1343097631	1349900131	0.99
parquet_rs-zstd compress time/Food	871944663	879740820	0.99
parquet_rs-zstd compress time/HashTags	2293870193	2319866560	0.99
parquet_rs-zstd compress time/TPC-H l_comment canonical	3109466794	3188294468	0.98
parquet_rs-zstd compress time/TPC-H l_comment chunked	3111899158	3119881014	1.00
parquet_rs-zstd compress time/taxi	1339441571	1365609905	0.98
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6757241	6741584	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6697444	6845618	0.98
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	83366234	82198814	1.01
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	81518387	84165099	0.97
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	864866023	874287848	0.99
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	864908029	913029290	0.95
parquet_rs-zstd decompress time/Arade	640812039	643526558	1.00
parquet_rs-zstd decompress time/Bimbo	1706298835	1698642290	1.00
parquet_rs-zstd decompress time/CMSprovider	1964388914	1925451192	1.02
parquet_rs-zstd decompress time/Euro2016	381361685	379347096	1.01
parquet_rs-zstd decompress time/Food	217564722	219501768	0.99
parquet_rs-zstd decompress time/HashTags	637408310	623489368	1.02
parquet_rs-zstd decompress time/TPC-H l_comment canonical	564010798	572714643	0.98
parquet_rs-zstd decompress time/TPC-H l_comment chunked	570630779	572048895	1.00
parquet_rs-zstd decompress time/taxi	243790374	245095613	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2730702	2767104	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2749319	2776734	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	31982232	32249013	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	31823580	32845027	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	341227120	346067183	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	342324474	346280192	0.99
vortex-file-compressed size/Arade	145363796	145363796	1.00
vortex-file-compressed size/Bimbo	468763332	468763332	1.00
vortex-file-compressed size/CMSprovider	417907812	417907812	1.00
vortex-file-compressed size/Euro2016	163364604	163599156	1.00
vortex-file-compressed size/Food	41926936	41926936	1.00
vortex-file-compressed size/HashTags	195647828	195647828	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087360	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087360	1.00
vortex-file-compressed size/taxi	52363948	52363948	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957648	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	0.96
vortex:parquet-zstd ratio compress time/Bimbo	0	0	1.02
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.01
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.01
vortex:parquet-zstd ratio compress time/Food	0	0	1.02
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.97
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.02
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.00
vortex:parquet-zstd ratio compress time/taxi	0	0	1.00
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	0.94
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.02
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.05
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.01
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.05
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.10
vortex:parquet-zstd ratio decompress time/Food 🚨	0	0	1.11
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.92
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.00
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.03
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.97
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	1.02
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.04
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.06
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.02
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	0.99
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.5%
Vortex (geomean): 0.977x ➖
Parquet (geomean): 0.972x ➖
Shifts: Parquet (control) -2.8% · Median polish -1.4%

---

datafusion / vortex-file-compressed (0.997x ➖, 1↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	713523050	692521770	1.03
tpch_q02/datafusion:vortex-file-compressed	713089651	817304909	0.87
tpch_q03/datafusion:vortex-file-compressed 🚀	817332263	1208817058	0.68
tpch_q04/datafusion:vortex-file-compressed	561464623	743910718	0.75
tpch_q05/datafusion:vortex-file-compressed	1029402018	985549307	1.04
tpch_q06/datafusion:vortex-file-compressed	712415008	657603525	1.08
tpch_q07/datafusion:vortex-file-compressed	1140996296	1021655447	1.12
tpch_q08/datafusion:vortex-file-compressed	1363545460	1139087314	1.20
tpch_q09/datafusion:vortex-file-compressed	1371795400	1251388468	1.10
tpch_q10/datafusion:vortex-file-compressed	927585076	871965442	1.06
tpch_q11/datafusion:vortex-file-compressed	452176568	441784426	1.02
tpch_q12/datafusion:vortex-file-compressed	852700943	1016289596	0.84
tpch_q13/datafusion:vortex-file-compressed	443581676	462256119	0.96
tpch_q14/datafusion:vortex-file-compressed	775886766	690141495	1.12
tpch_q15/datafusion:vortex-file-compressed	1431810463	1173531794	1.22
tpch_q16/datafusion:vortex-file-compressed	389341721	362003353	1.08
tpch_q17/datafusion:vortex-file-compressed	1236800633	1221064489	1.01
tpch_q18/datafusion:vortex-file-compressed	1186520315	1346802924	0.88
tpch_q19/datafusion:vortex-file-compressed	773054746	869267987	0.89
tpch_q20/datafusion:vortex-file-compressed	1027094336	1073214260	0.96
tpch_q21/datafusion:vortex-file-compressed	1697674220	1569499931	1.08
tpch_q22/datafusion:vortex-file-compressed	442196975	379007127	1.17

datafusion / vortex-compact (0.986x ➖, 0↑ 1↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	678291279	776486936	0.87
tpch_q02/datafusion:vortex-compact	516485994	681494876	0.76
tpch_q03/datafusion:vortex-compact	680629377	719297507	0.95
tpch_q04/datafusion:vortex-compact	537739788	516532204	1.04
tpch_q05/datafusion:vortex-compact	898316328	851490442	1.05
tpch_q06/datafusion:vortex-compact	583536827	591079255	0.99
tpch_q07/datafusion:vortex-compact	1276907096	1019521350	1.25
tpch_q08/datafusion:vortex-compact	1277821719	1026099600	1.25
tpch_q09/datafusion:vortex-compact	1145344607	1134686724	1.01
tpch_q10/datafusion:vortex-compact	935184856	811842761	1.15
tpch_q11/datafusion:vortex-compact	398995009	378623417	1.05
tpch_q12/datafusion:vortex-compact	899065229	1052936409	0.85
tpch_q13/datafusion:vortex-compact	399036650	520336310	0.77
tpch_q14/datafusion:vortex-compact	610628725	805793351	0.76
tpch_q15/datafusion:vortex-compact	1087418099	1228895943	0.88
tpch_q16/datafusion:vortex-compact	265493179	311750804	0.85
tpch_q17/datafusion:vortex-compact	1085806709	1154311837	0.94
tpch_q18/datafusion:vortex-compact	1078168609	1112709470	0.97
tpch_q19/datafusion:vortex-compact 🚨	960063006	737053633	1.30
tpch_q20/datafusion:vortex-compact	953178405	824737040	1.16
tpch_q21/datafusion:vortex-compact	1338215555	1359797810	0.98
tpch_q22/datafusion:vortex-compact	382926913	339038932	1.13

datafusion / parquet (0.943x ➖, 2↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	700214897	678719929	1.03
tpch_q02/datafusion:parquet	672527003	601491236	1.12
tpch_q03/datafusion:parquet	922249638	1244940050	0.74
tpch_q04/datafusion:parquet	564178091	606604810	0.93
tpch_q05/datafusion:parquet	1179299400	1229971667	0.96
tpch_q06/datafusion:parquet	520211740	510983122	1.02
tpch_q07/datafusion:parquet	1322986788	1237976743	1.07
tpch_q08/datafusion:parquet	1474281202	1483091167	0.99
tpch_q09/datafusion:parquet	1758985127	1673558558	1.05
tpch_q10/datafusion:parquet	2010340677	1973944384	1.02
tpch_q11/datafusion:parquet	514442605	527560765	0.98
tpch_q12/datafusion:parquet 🚀	669460070	1041508653	0.64
tpch_q13/datafusion:parquet	700870944	748492384	0.94
tpch_q14/datafusion:parquet	793798372	782839840	1.01
tpch_q15/datafusion:parquet	1122910788	1239259996	0.91
tpch_q16/datafusion:parquet	352802439	454550756	0.78
tpch_q17/datafusion:parquet	1345132748	1415685240	0.95
tpch_q18/datafusion:parquet	1396135152	1574789157	0.89
tpch_q19/datafusion:parquet	974906511	965044130	1.01
tpch_q20/datafusion:parquet	1357741162	1103350031	1.23
tpch_q21/datafusion:parquet	1716574631	1628147556	1.05
tpch_q22/datafusion:parquet 🚀	656305305	962792038	0.68

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

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	601530985	650156158	0.93
tpch_q02/duckdb:vortex-file-compressed	1102423356	1108989694	0.99
tpch_q03/duckdb:vortex-file-compressed	959966223	1160489561	0.83
tpch_q04/duckdb:vortex-file-compressed	593052239	696676603	0.85
tpch_q05/duckdb:vortex-file-compressed	1127189491	1147182522	0.98
tpch_q06/duckdb:vortex-file-compressed	840832659	851101464	0.99
tpch_q07/duckdb:vortex-file-compressed	1240448025	1207515303	1.03
tpch_q08/duckdb:vortex-file-compressed	1383969807	1467921659	0.94
tpch_q09/duckdb:vortex-file-compressed	1418083127	1493817833	0.95
tpch_q10/duckdb:vortex-file-compressed	1077138584	1190440203	0.90
tpch_q11/duckdb:vortex-file-compressed	709195991	643759730	1.10
tpch_q12/duckdb:vortex-file-compressed	689297912	706404960	0.98
tpch_q13/duckdb:vortex-file-compressed	971022571	894807581	1.09
tpch_q14/duckdb:vortex-file-compressed	907949252	899290509	1.01
tpch_q15/duckdb:vortex-file-compressed	551208848	573300425	0.96
tpch_q16/duckdb:vortex-file-compressed	470777141	500729160	0.94
tpch_q17/duckdb:vortex-file-compressed	1081232087	1044557342	1.04
tpch_q18/duckdb:vortex-file-compressed	942230422	937378789	1.01
tpch_q19/duckdb:vortex-file-compressed	740722434	801968027	0.92
tpch_q20/duckdb:vortex-file-compressed	1147679966	1196944794	0.96
tpch_q21/duckdb:vortex-file-compressed	2042212025	2029196782	1.01
tpch_q22/duckdb:vortex-file-compressed	723387544	627238395	1.15

duckdb / vortex-compact (0.948x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	609938949	627863879	0.97
tpch_q02/duckdb:vortex-compact	1002823662	1026861851	0.98
tpch_q03/duckdb:vortex-compact	752252030	817320748	0.92
tpch_q04/duckdb:vortex-compact	494820782	561612850	0.88
tpch_q05/duckdb:vortex-compact	920795726	1031423997	0.89
tpch_q06/duckdb:vortex-compact	728118816	920000455	0.79
tpch_q07/duckdb:vortex-compact	1022092073	1160181263	0.88
tpch_q08/duckdb:vortex-compact	1279598114	1330642386	0.96
tpch_q09/duckdb:vortex-compact	1294964613	1368465852	0.95
tpch_q10/duckdb:vortex-compact	959862272	1064856749	0.90
tpch_q11/duckdb:vortex-compact	720244270	687156059	1.05
tpch_q12/duckdb:vortex-compact	628661584	650175168	0.97
tpch_q13/duckdb:vortex-compact	879243724	827993698	1.06
tpch_q14/duckdb:vortex-compact	839140055	884235304	0.95
tpch_q15/duckdb:vortex-compact	558724627	568053685	0.98
tpch_q16/duckdb:vortex-compact	411700402	465494306	0.88
tpch_q17/duckdb:vortex-compact	931122764	923976418	1.01
tpch_q18/duckdb:vortex-compact	733867377	728438056	1.01
tpch_q19/duckdb:vortex-compact	708074856	744370551	0.95
tpch_q20/duckdb:vortex-compact	1200967679	1250037055	0.96
tpch_q21/duckdb:vortex-compact	1781595187	1698955811	1.05
tpch_q22/duckdb:vortex-compact	558212683	617629595	0.90

duckdb / parquet (1.001x ➖, 0↑ 0↓)

name	PR d4c70e0 (ns)	base 75808d5 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	793979251	763701293	1.04
tpch_q02/duckdb:parquet	1409438109	1442825585	0.98
tpch_q03/duckdb:parquet	1911510493	1690320632	1.13
tpch_q04/duckdb:parquet	882003918	1108042206	0.80
tpch_q05/duckdb:parquet	1946687670	2011374604	0.97
tpch_q06/duckdb:parquet	679403465	697538645	0.97
tpch_q07/duckdb:parquet	1875804688	1826674018	1.03
tpch_q08/duckdb:parquet	2456520344	2568871010	0.96
tpch_q09/duckdb:parquet	2286075077	2621986835	0.87
tpch_q10/duckdb:parquet	3336527842	2919126990	1.14
tpch_q11/duckdb:parquet	1098050980	1118279272	0.98
tpch_q12/duckdb:parquet	1104959033	1094392488	1.01
tpch_q13/duckdb:parquet	1220989276	1206537779	1.01
tpch_q14/duckdb:parquet	1297766035	1211209652	1.07
tpch_q15/duckdb:parquet	885369978	856095660	1.03
tpch_q16/duckdb:parquet	772243090	847871733	0.91
tpch_q17/duckdb:parquet	1281819260	1240543826	1.03
tpch_q18/duckdb:parquet	1453085289	1328253421	1.09
tpch_q19/duckdb:parquet	1470307850	1457149739	1.01
tpch_q20/duckdb:parquet	1804906152	1747090119	1.03
tpch_q21/duckdb:parquet	1792566299	1866452620	0.96
tpch_q22/duckdb:parquet	1086363721	1032733142	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-12.6%	+3.6%	-15.7%	+44.4%	➖ noise
1	datafusion:vortex-file-compressed	+3.0%	+3.6%	-0.5%	+52.6%	➖ noise
1	duckdb:vortex-compact	-2.9%	+3.6%	-6.2%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-7.5%	+3.6%	-10.7%	+32.6%	➖ noise
2	datafusion:vortex-compact	-24.2%	+4.5%	-27.5%	+50.0%	➖ noise
2	datafusion:vortex-file-compressed	-12.8%	+4.5%	-16.5%	+39.7%	➖ noise
2	duckdb:vortex-compact	-2.3%	+4.5%	-6.6%	+33.2%	➖ noise
2	duckdb:vortex-file-compressed	-0.6%	+4.5%	-4.9%	+40.6%	➖ noise
3	datafusion:vortex-compact	-5.4%	-8.5%	+3.4%	+48.5%	➖ noise
3	datafusion:vortex-file-compressed	-32.4%	-8.5%	-26.1%	+45.3%	➖ noise
3	duckdb:vortex-compact	-8.0%	-8.5%	+0.6%	+38.2%	➖ noise
3	duckdb:vortex-file-compressed	-17.3%	-8.5%	-9.6%	+39.2%	➖ noise
4	datafusion:vortex-compact	+4.1%	-14.0%	+21.0%	+32.0%	➖ noise
4	datafusion:vortex-file-compressed	-24.5%	-14.0%	-12.3%	+35.8%	➖ noise
4	duckdb:vortex-compact	-11.9%	-14.0%	+2.4%	+36.7%	➖ noise
4	duckdb:vortex-file-compressed	-14.9%	-14.0%	-1.1%	+30.0%	➖ noise
5	datafusion:vortex-compact	+5.5%	-3.7%	+9.5%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+4.4%	-3.7%	+8.4%	+30.0%	➖ noise
5	duckdb:vortex-compact	-10.7%	-3.7%	-7.3%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.7%	-3.7%	+2.0%	+35.6%	➖ noise
6	datafusion:vortex-compact	-1.3%	-0.4%	-0.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+8.3%	-0.4%	+8.8%	+30.0%	➖ noise
6	duckdb:vortex-compact	-20.9%	-0.4%	-20.5%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.2%	-0.4%	-0.8%	+30.0%	➖ noise
7	datafusion:vortex-compact	+25.2%	+4.8%	+19.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+11.7%	+4.8%	+6.6%	+30.0%	➖ noise
7	duckdb:vortex-compact	-11.9%	+4.8%	-15.9%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.7%	+4.8%	-1.9%	+30.0%	➖ noise
8	datafusion:vortex-compact	+24.5%	-2.5%	+27.7%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+19.7%	-2.5%	+22.8%	+30.0%	➖ noise
8	duckdb:vortex-compact	-3.8%	-2.5%	-1.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-5.7%	-2.5%	-3.3%	+30.0%	➖ noise
9	datafusion:vortex-compact	+0.9%	-4.3%	+5.4%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+9.6%	-4.3%	+14.5%	+30.0%	➖ noise
9	duckdb:vortex-compact	-5.4%	-4.3%	-1.1%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-5.1%	-4.3%	-0.8%	+30.0%	➖ noise
10	datafusion:vortex-compact	+15.2%	+7.9%	+6.8%	+55.4%	➖ noise
10	datafusion:vortex-file-compressed	+6.4%	+7.9%	-1.4%	+55.7%	➖ noise
10	duckdb:vortex-compact	-9.9%	+7.9%	-16.5%	+59.2%	➖ noise
10	duckdb:vortex-file-compressed	-9.5%	+7.9%	-16.1%	+55.7%	➖ noise
11	datafusion:vortex-compact	+5.4%	-2.1%	+7.7%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+2.4%	-2.1%	+4.6%	+30.0%	➖ noise
11	duckdb:vortex-compact	+4.8%	-2.1%	+7.1%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+10.2%	-2.1%	+12.6%	+30.0%	➖ noise
12	datafusion:vortex-compact	-14.6%	-19.4%	+6.0%	+36.9%	➖ noise
12	datafusion:vortex-file-compressed	-16.1%	-19.4%	+4.2%	+30.0%	➖ noise
12	duckdb:vortex-compact	-3.3%	-19.4%	+20.0%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-2.4%	-19.4%	+21.1%	+30.0%	➖ noise
13	datafusion:vortex-compact	-23.3%	-2.7%	-21.2%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	-4.0%	-2.7%	-1.4%	+35.3%	➖ noise
13	duckdb:vortex-compact	+6.2%	-2.7%	+9.1%	+38.2%	➖ noise
13	duckdb:vortex-file-compressed	+8.5%	-2.7%	+11.5%	+44.4%	➖ noise
14	datafusion:vortex-compact	-24.2%	+4.2%	-27.3%	+30.0%	✅ faster
14	datafusion:vortex-file-compressed	+12.4%	+4.2%	+7.9%	+30.0%	➖ noise
14	duckdb:vortex-compact	-5.1%	+4.2%	-9.0%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.0%	+4.2%	-3.1%	+30.0%	➖ noise
15	datafusion:vortex-compact	-11.5%	-3.2%	-8.6%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+22.0%	-3.2%	+26.0%	+30.0%	➖ noise
15	duckdb:vortex-compact	-1.6%	-3.2%	+1.6%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-3.9%	-3.2%	-0.7%	+30.0%	➖ noise
16	datafusion:vortex-compact	-14.8%	-15.9%	+1.3%	+34.6%	➖ noise
16	datafusion:vortex-file-compressed	+7.6%	-15.9%	+27.9%	+44.2%	➖ noise
16	duckdb:vortex-compact	-11.6%	-15.9%	+5.2%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-6.0%	-15.9%	+11.8%	+30.0%	➖ noise
17	datafusion:vortex-compact	-5.9%	-0.9%	-5.1%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.3%	-0.9%	+2.2%	+30.0%	➖ noise
17	duckdb:vortex-compact	+0.8%	-0.9%	+1.7%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+3.5%	-0.9%	+4.5%	+30.0%	➖ noise
18	datafusion:vortex-compact	-3.1%	-1.5%	-1.6%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-11.9%	-1.5%	-10.5%	+30.0%	➖ noise
18	duckdb:vortex-compact	+0.7%	-1.5%	+2.3%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.5%	-1.5%	+2.1%	+30.0%	➖ noise
19	datafusion:vortex-compact	+30.3%	+1.0%	+29.0%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-11.1%	+1.0%	-11.9%	+30.0%	➖ noise
19	duckdb:vortex-compact	-4.9%	+1.0%	-5.8%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-7.6%	+1.0%	-8.5%	+30.0%	➖ noise
20	datafusion:vortex-compact	+15.6%	+12.8%	+2.5%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-4.3%	+12.8%	-15.1%	+30.0%	➖ noise
20	duckdb:vortex-compact	-3.9%	+12.8%	-14.8%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-4.1%	+12.8%	-15.0%	+30.0%	➖ noise
21	datafusion:vortex-compact	-1.6%	+0.6%	-2.2%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+8.2%	+0.6%	+7.5%	+30.0%	➖ noise
21	duckdb:vortex-compact	+4.9%	+0.6%	+4.2%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.6%	+0.6%	+0.0%	+30.0%	➖ noise
22	datafusion:vortex-compact	+12.9%	-15.3%	+33.4%	+36.4%	➖ noise
22	datafusion:vortex-file-compressed	+16.7%	-15.3%	+37.8%	+30.0%	🚨 regression
22	duckdb:vortex-compact	-9.6%	-15.3%	+6.7%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+15.3%	-15.3%	+36.2%	+30.0%	🚨 regression