Revert "Add extension constant pushdown rule and fix InnerProduct rule"

[joseph-isaacs]

Reverts #7507

[connortsui20]

we only want to revert the rule, not the other changes

[codspeed-hq]

Merging this PR will degrade performance by 23.81%

❌ 24 regressed benchmarks
✅ 1139 untouched benchmarks
⏩ 1457 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	Simulation	take_search[(0.005, 0.05)]	132 µs	168.7 µs	-21.75%
❌	Simulation	take_search[(0.01, 0.1)]	268.5 µs	341.6 µs	-21.4%
❌	Simulation	take_search[(0.005, 1.0)]	2.3 ms	3.1 ms	-23.81%
❌	Simulation	take_search[(0.01, 0.05)]	143 µs	179.7 µs	-20.42%
❌	Simulation	take_search[(0.01, 0.5)]	1.3 ms	1.6 ms	-22.22%
❌	Simulation	take_search[(0.005, 0.1)]	247.7 µs	320.8 µs	-22.79%
❌	Simulation	take_search[(0.005, 0.5)]	1.2 ms	1.5 ms	-23.68%
❌	Simulation	take_search[(0.01, 1.0)]	2.5 ms	3.3 ms	-22.34%
❌	Simulation	take_search[(0.1, 0.5)]	1.8 ms	2.2 ms	-16.94%
❌	Simulation	take_search[(0.1, 0.1)]	386 µs	459.1 µs	-15.92%
❌	Simulation	take_search[(0.1, 1.0)]	3.5 ms	4.3 ms	-17.1%
❌	Simulation	take_search_chunked[(0.005, 1.0)]	3.1 ms	3.7 ms	-16.78%
❌	Simulation	take_search[(0.1, 0.05)]	212.8 µs	249.5 µs	-14.71%
❌	Simulation	take_search_chunked[(0.005, 0.1)]	322.4 µs	384.4 µs	-16.15%
❌	Simulation	take_search_chunked[(0.1, 1.0)]	4.2 ms	4.9 ms	-12.73%
❌	Simulation	take_search_chunked[(0.005, 0.5)]	1.5 ms	1.9 ms	-16.7%
❌	Simulation	take_search_chunked[(0.1, 0.05)]	248.9 µs	279.9 µs	-11.1%
❌	Simulation	take_search_chunked[(0.01, 0.05)]	182.8 µs	213.9 µs	-14.54%
❌	Simulation	take_search_chunked[(0.1, 0.5)]	2.1 ms	2.4 ms	-12.63%
❌	Simulation	take_search_chunked[(0.005, 0.05)]	169.9 µs	201 µs	-15.49%
...	...	...	...	...	...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

---

_{Comparing revert-7507-ct/extension-constant (2f9a5e2) with develop (4d73f97)}

Footnotes

1. 1457 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	2f9a5e2		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.937x ➖

---

datafusion / vortex-file-compressed (0.937x ➖, 1↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	129029022	137208967	0.94
polarsignals_q01/datafusion:vortex-file-compressed	387572755	420910989	0.92
polarsignals_q02/datafusion:vortex-file-compressed	24256301	25224673	0.96
polarsignals_q03/datafusion:vortex-file-compressed	389714950	403683256	0.97
polarsignals_q04/datafusion:vortex-file-compressed	11788272	12623151	0.93
polarsignals_q05/datafusion:vortex-file-compressed	16171787	17968147	0.90
polarsignals_q06/datafusion:vortex-file-compressed	19858529	19474944	1.02
polarsignals_q07/datafusion:vortex-file-compressed	14457997	15507126	0.93
polarsignals_q08/datafusion:vortex-file-compressed	474551735	508883156	0.93
polarsignals_q09/datafusion:vortex-file-compressed 🚀	10479766	11994454	0.87

[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: -3.2%
Vortex (geomean): 1.004x ➖
Parquet (geomean): 1.037x ➖
Shifts: Parquet (control) +3.7% · Median polish +1.1%

---

datafusion / vortex-file-compressed (0.995x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5575397	5193523	1.07
fineweb_q01/datafusion:vortex-file-compressed	26502624	26623758	1.00
fineweb_q02/datafusion:vortex-file-compressed	26009525	28151228	0.92
fineweb_q03/datafusion:vortex-file-compressed	83090937	89783390	0.93
fineweb_q04/datafusion:vortex-file-compressed	250801325	254962519	0.98
fineweb_q05/datafusion:vortex-file-compressed	220477177	243901228	0.90
fineweb_q06/datafusion:vortex-file-compressed	63433549	63012926	1.01
fineweb_q07/datafusion:vortex-file-compressed	67417611	67281150	1.00
fineweb_q08/datafusion:vortex-file-compressed 🚨	26317579	22520920	1.17

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5541127	5612524	0.99
fineweb_q01/datafusion:vortex-compact	165428074	164783755	1.00
fineweb_q02/datafusion:vortex-compact	164844596	164430205	1.00
fineweb_q03/datafusion:vortex-compact	1469307596	1447333241	1.02
fineweb_q04/datafusion:vortex-compact	1578673646	1554435451	1.02
fineweb_q05/datafusion:vortex-compact	1239297773	1233561020	1.00
fineweb_q06/datafusion:vortex-compact	700586026	694570911	1.01
fineweb_q07/datafusion:vortex-compact	740025725	731557981	1.01
fineweb_q08/datafusion:vortex-compact	23318032	24341715	0.96

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6978051	6948613	1.00
fineweb_q01/datafusion:parquet	298496178	295243049	1.01
fineweb_q02/datafusion:parquet	299119188	295333076	1.01
fineweb_q03/datafusion:parquet	303855537	289277825	1.05
fineweb_q04/datafusion:parquet	319755048	303747784	1.05
fineweb_q05/datafusion:parquet	311369840	313002900	0.99
fineweb_q06/datafusion:parquet	302421378	296973614	1.02
fineweb_q07/datafusion:parquet	306842076	291204730	1.05
fineweb_q08/datafusion:parquet	299484481	289288021	1.04

duckdb / vortex-file-compressed (1.015x ➖, 0↑ 2↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	3757327	3246315	1.16
fineweb_q01/duckdb:vortex-file-compressed	26555366	29494879	0.90
fineweb_q02/duckdb:vortex-file-compressed 🚨	27641918	24638795	1.12
fineweb_q03/duckdb:vortex-file-compressed	129517353	136964755	0.95
fineweb_q04/duckdb:vortex-file-compressed	233322708	229433703	1.02
fineweb_q05/duckdb:vortex-file-compressed	223740116	217871950	1.03
fineweb_q06/duckdb:vortex-file-compressed	69655545	64638159	1.08
fineweb_q07/duckdb:vortex-file-compressed	67682481	69751171	0.97
fineweb_q08/duckdb:vortex-file-compressed	25301214	26623461	0.95

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4096799	3922033	1.04
fineweb_q01/duckdb:vortex-compact	114430152	108568180	1.05
fineweb_q02/duckdb:vortex-compact	117622198	117265914	1.00
fineweb_q03/duckdb:vortex-compact	880724241	862929771	1.02
fineweb_q04/duckdb:vortex-compact	918382077	907777746	1.01
fineweb_q05/duckdb:vortex-compact	819092361	818779140	1.00
fineweb_q06/duckdb:vortex-compact	476645132	462048633	1.03
fineweb_q07/duckdb:vortex-compact	482728555	478029264	1.01
fineweb_q08/duckdb:vortex-compact 🚀	21322882	24508078	0.87

duckdb / parquet (1.048x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	31047372	28674406	1.08
fineweb_q01/duckdb:parquet	86885123	82067246	1.06
fineweb_q02/duckdb:parquet	85597538	82983304	1.03
fineweb_q03/duckdb:parquet	312305027	308895899	1.01
fineweb_q04/duckdb:parquet	441716432	437853714	1.01
fineweb_q05/duckdb:parquet	413942532	408858701	1.01
fineweb_q06/duckdb:parquet	201792691	197338402	1.02
fineweb_q07/duckdb:parquet	211529605	207652244	1.02
fineweb_q08/duckdb:parquet 🚨	34266053	28507143	1.20

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-1.3%	+4.3%	-5.3%	+33.2%	➖ noise
0	datafusion:vortex-file-compressed	+7.4%	+4.3%	+3.0%	+54.9%	➖ noise
0	duckdb:vortex-compact	+4.5%	+4.3%	+0.2%	+32.7%	➖ noise
0	duckdb:vortex-file-compressed	+15.7%	+4.3%	+11.0%	+42.6%	➖ noise
1	datafusion:vortex-compact	+0.4%	+3.5%	-3.0%	+11.8%	➖ noise
1	datafusion:vortex-file-compressed	-0.5%	+3.5%	-3.8%	+17.5%	➖ noise
1	duckdb:vortex-compact	+5.4%	+3.5%	+1.9%	+25.6%	➖ noise
1	duckdb:vortex-file-compressed	-10.0%	+3.5%	-13.0%	+47.7%	➖ noise
2	datafusion:vortex-compact	+0.3%	+2.2%	-1.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-7.6%	+2.2%	-9.6%	+17.7%	➖ noise
2	duckdb:vortex-compact	+0.3%	+2.2%	-1.9%	+16.5%	➖ noise
2	duckdb:vortex-file-compressed	+12.2%	+2.2%	+9.8%	+17.6%	➖ noise
3	datafusion:vortex-compact	+1.5%	+3.1%	-1.5%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-7.5%	+3.1%	-10.2%	+21.2%	➖ noise
3	duckdb:vortex-compact	+2.1%	+3.1%	-1.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-5.4%	+3.1%	-8.2%	+26.6%	➖ noise
4	datafusion:vortex-compact	+1.6%	+3.1%	-1.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.6%	+3.1%	-4.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.2%	+3.1%	-1.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.7%	+3.1%	-1.3%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.5%	+0.4%	+0.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-9.6%	+0.4%	-9.9%	+11.4%	➖ noise
5	duckdb:vortex-compact	+0.0%	+0.4%	-0.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.7%	+0.4%	+2.3%	+10.0%	➖ noise
6	datafusion:vortex-compact	+0.9%	+2.0%	-1.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.7%	+2.0%	-1.4%	+11.7%	➖ noise
6	duckdb:vortex-compact	+3.2%	+2.0%	+1.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.8%	+2.0%	+5.6%	+16.2%	➖ noise
7	datafusion:vortex-compact	+1.2%	+3.6%	-2.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+0.2%	+3.6%	-3.3%	+12.6%	➖ noise
7	duckdb:vortex-compact	+1.0%	+3.6%	-2.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.0%	+3.6%	-6.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	-4.2%	+11.6%	-14.1%	+28.8%	➖ noise
8	datafusion:vortex-file-compressed	+16.9%	+11.6%	+4.8%	+29.3%	➖ noise
8	duckdb:vortex-compact	-13.0%	+11.6%	-22.0%	+18.7%	✅ faster
8	duckdb:vortex-file-compressed	-5.0%	+11.6%	-14.8%	+12.5%	✅ faster

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +3.2%
Vortex (geomean): 1.048x ➖
Parquet (geomean): 1.018x ➖
Shifts: Parquet (control) +1.8% · Median polish +4.2%

---

datafusion / vortex-file-compressed (1.043x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	53421035	52079282	1.03
tpch_q02/datafusion:vortex-file-compressed	34888953	34018230	1.03
tpch_q03/datafusion:vortex-file-compressed	29065103	28088505	1.03
tpch_q04/datafusion:vortex-file-compressed	20189470	19844042	1.02
tpch_q05/datafusion:vortex-file-compressed	55677624	55966260	0.99
tpch_q06/datafusion:vortex-file-compressed	11247177	10777360	1.04
tpch_q07/datafusion:vortex-file-compressed	66279138	66787859	0.99
tpch_q08/datafusion:vortex-file-compressed	48601440	47000058	1.03
tpch_q09/datafusion:vortex-file-compressed	60399369	56745030	1.06
tpch_q10/datafusion:vortex-file-compressed	47895653	46664939	1.03
tpch_q11/datafusion:vortex-file-compressed	19154069	18278263	1.05
tpch_q12/datafusion:vortex-file-compressed	25203035	24589993	1.02
tpch_q13/datafusion:vortex-file-compressed	28215344	28365221	0.99
tpch_q14/datafusion:vortex-file-compressed 🚨	18351476	16464211	1.11
tpch_q15/datafusion:vortex-file-compressed	27533958	25350550	1.09
tpch_q16/datafusion:vortex-file-compressed	26955791	25668310	1.05
tpch_q17/datafusion:vortex-file-compressed	68975815	63201768	1.09
tpch_q18/datafusion:vortex-file-compressed	82348308	80559562	1.02
tpch_q19/datafusion:vortex-file-compressed	25993255	24332221	1.07
tpch_q20/datafusion:vortex-file-compressed	35133078	33888769	1.04
tpch_q21/datafusion:vortex-file-compressed	82227606	75232364	1.09
tpch_q22/datafusion:vortex-file-compressed	17689367	16708778	1.06

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	62065787	57462721	1.08
tpch_q02/datafusion:vortex-compact	40014842	36997048	1.08
tpch_q03/datafusion:vortex-compact	32905677	31498924	1.04
tpch_q04/datafusion:vortex-compact	24573284	22958788	1.07
tpch_q05/datafusion:vortex-compact	60019630	56032072	1.07
tpch_q06/datafusion:vortex-compact	14952956	13885978	1.08
tpch_q07/datafusion:vortex-compact	73069414	69852814	1.05
tpch_q08/datafusion:vortex-compact	50768432	49952900	1.02
tpch_q09/datafusion:vortex-compact	63883466	62659675	1.02
tpch_q10/datafusion:vortex-compact	56970187	53491053	1.07
tpch_q11/datafusion:vortex-compact	20577775	19483500	1.06
tpch_q12/datafusion:vortex-compact	35451896	33347262	1.06
tpch_q13/datafusion:vortex-compact	38182902	36422776	1.05
tpch_q14/datafusion:vortex-compact	21631906	21289394	1.02
tpch_q15/datafusion:vortex-compact	36630345	34810777	1.05
tpch_q16/datafusion:vortex-compact	30117094	30101998	1.00
tpch_q17/datafusion:vortex-compact	72926506	72575485	1.00
tpch_q18/datafusion:vortex-compact	90002434	85904567	1.05
tpch_q19/datafusion:vortex-compact	36605737	35474676	1.03
tpch_q20/datafusion:vortex-compact	41233543	39069799	1.06
tpch_q21/datafusion:vortex-compact	93299354	88255473	1.06
tpch_q22/datafusion:vortex-compact	18136689	17572159	1.03

datafusion / parquet (1.042x ➖, 2↑ 5↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	138106792	137573173	1.00
tpch_q02/datafusion:parquet	72843287	69266737	1.05
tpch_q03/datafusion:parquet	81236355	74021990	1.10
tpch_q04/datafusion:parquet	50181920	50329410	1.00
tpch_q05/datafusion:parquet	108105571	103365577	1.05
tpch_q06/datafusion:parquet 🚀	36337062	44570469	0.82
tpch_q07/datafusion:parquet	119909525	113531537	1.06
tpch_q08/datafusion:parquet 🚨	112897808	101681422	1.11
tpch_q09/datafusion:parquet 🚨	144157911	130455596	1.11
tpch_q10/datafusion:parquet	129030749	121762686	1.06
tpch_q11/datafusion:parquet	52106272	48228551	1.08
tpch_q12/datafusion:parquet 🚀	83288029	94421232	0.88
tpch_q13/datafusion:parquet 🚨	233282970	203160642	1.15
tpch_q14/datafusion:parquet	46875974	51152255	0.92
tpch_q15/datafusion:parquet	67766465	64733281	1.05
tpch_q16/datafusion:parquet	52926758	51088476	1.04
tpch_q17/datafusion:parquet 🚨	154046920	130944513	1.18
tpch_q18/datafusion:parquet	181693615	174314334	1.04
tpch_q19/datafusion:parquet 🚨	94495935	77349310	1.22
tpch_q20/datafusion:parquet	78845139	76785343	1.03
tpch_q21/datafusion:parquet	158464095	148631867	1.07
tpch_q22/datafusion:parquet	36517959	35831705	1.02

datafusion / arrow (1.099x ➖, 0↑ 10↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	54784179	52951068	1.03
tpch_q02/datafusion:arrow	22486652	21786471	1.03
tpch_q03/datafusion:arrow 🚨	36823886	32905753	1.12
tpch_q04/datafusion:arrow 🚨	30328667	27154959	1.12
tpch_q05/datafusion:arrow 🚨	83537245	75178461	1.11
tpch_q06/datafusion:arrow	20717938	19511506	1.06
tpch_q07/datafusion:arrow 🚨	122328341	108932185	1.12
tpch_q08/datafusion:arrow	47205778	44012013	1.07
tpch_q09/datafusion:arrow	77452301	72638725	1.07
tpch_q10/datafusion:arrow 🚨	56983477	51159166	1.11
tpch_q11/datafusion:arrow	12263716	11245272	1.09
tpch_q12/datafusion:arrow	58619476	54492841	1.08
tpch_q13/datafusion:arrow	52781613	49129953	1.07
tpch_q14/datafusion:arrow 🚨	26339947	22545910	1.17
tpch_q15/datafusion:arrow 🚨	51532651	43324471	1.19
tpch_q16/datafusion:arrow	22688016	20650170	1.10
tpch_q17/datafusion:arrow	76007127	69741883	1.09
tpch_q18/datafusion:arrow	151652064	142093284	1.07
tpch_q19/datafusion:arrow 🚨	41981015	36954214	1.14
tpch_q20/datafusion:arrow 🚨	43142101	37566649	1.15
tpch_q21/datafusion:arrow 🚨	174613989	150807628	1.16
tpch_q22/datafusion:arrow	20937839	20064854	1.04

duckdb / vortex-file-compressed (1.049x ➖, 0↑ 2↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	34674019	32974225	1.05
tpch_q02/duckdb:vortex-file-compressed	28983389	27695074	1.05
tpch_q03/duckdb:vortex-file-compressed	31768850	29135513	1.09
tpch_q04/duckdb:vortex-file-compressed	31289135	30230257	1.04
tpch_q05/duckdb:vortex-file-compressed	35852267	34384525	1.04
tpch_q06/duckdb:vortex-file-compressed	11317695	10941485	1.03
tpch_q07/duckdb:vortex-file-compressed 🚨	40809468	36715679	1.11
tpch_q08/duckdb:vortex-file-compressed	42950584	40473958	1.06
tpch_q09/duckdb:vortex-file-compressed	87298936	81640309	1.07
tpch_q10/duckdb:vortex-file-compressed	38988412	37036528	1.05
tpch_q11/duckdb:vortex-file-compressed	17041804	16579457	1.03
tpch_q12/duckdb:vortex-file-compressed	23621312	23544731	1.00
tpch_q13/duckdb:vortex-file-compressed	38114081	36614146	1.04
tpch_q14/duckdb:vortex-file-compressed	22135267	21377163	1.04
tpch_q15/duckdb:vortex-file-compressed	16749252	16364222	1.02
tpch_q16/duckdb:vortex-file-compressed	30909437	30054369	1.03
tpch_q17/duckdb:vortex-file-compressed	26460844	25614285	1.03
tpch_q18/duckdb:vortex-file-compressed	54533749	52362575	1.04
tpch_q19/duckdb:vortex-file-compressed	33553734	32038339	1.05
tpch_q20/duckdb:vortex-file-compressed	36169674	35412492	1.02
tpch_q21/duckdb:vortex-file-compressed	117870140	111629022	1.06
tpch_q22/duckdb:vortex-file-compressed 🚨	21772954	19037534	1.14

duckdb / vortex-compact (1.053x ➖, 0↑ 2↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	41968930	41128336	1.02
tpch_q02/duckdb:vortex-compact	41963534	38842694	1.08
tpch_q03/duckdb:vortex-compact	34913317	33347484	1.05
tpch_q04/duckdb:vortex-compact	36741041	33456421	1.10
tpch_q05/duckdb:vortex-compact	39531115	37488877	1.05
tpch_q06/duckdb:vortex-compact	14967987	14623873	1.02
tpch_q07/duckdb:vortex-compact	45468021	43410276	1.05
tpch_q08/duckdb:vortex-compact	49055718	45603498	1.08
tpch_q09/duckdb:vortex-compact	92315819	90461391	1.02
tpch_q10/duckdb:vortex-compact	42658067	41765846	1.02
tpch_q11/duckdb:vortex-compact	21229530	20648287	1.03
tpch_q12/duckdb:vortex-compact	38253812	36234841	1.06
tpch_q13/duckdb:vortex-compact	48338920	46992172	1.03
tpch_q14/duckdb:vortex-compact 🚨	33021544	29819727	1.11
tpch_q15/duckdb:vortex-compact	20177346	19199279	1.05
tpch_q16/duckdb:vortex-compact	39794261	37989925	1.05
tpch_q17/duckdb:vortex-compact	32185283	31014911	1.04
tpch_q18/duckdb:vortex-compact	54758533	50709865	1.08
tpch_q19/duckdb:vortex-compact	39043412	37528730	1.04
tpch_q20/duckdb:vortex-compact	43957277	42625387	1.03
tpch_q21/duckdb:vortex-compact 🚨	120751588	109462797	1.10
tpch_q22/duckdb:vortex-compact	22724344	20954060	1.08

duckdb / parquet (0.994x ➖, 1↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	76388737	78633874	0.97
tpch_q02/duckdb:parquet	40265913	40526697	0.99
tpch_q03/duckdb:parquet	70722343	76466230	0.92
tpch_q04/duckdb:parquet	46749113	49047437	0.95
tpch_q05/duckdb:parquet	65519716	69259252	0.95
tpch_q06/duckdb:parquet	20326856	20668701	0.98
tpch_q07/duckdb:parquet	69501424	71154573	0.98
tpch_q08/duckdb:parquet 🚀	82829312	100290104	0.83
tpch_q09/duckdb:parquet	160220317	157394847	1.02
tpch_q10/duckdb:parquet	121407216	117446462	1.03
tpch_q11/duckdb:parquet	23304333	22662478	1.03
tpch_q12/duckdb:parquet	46754931	45407636	1.03
tpch_q13/duckdb:parquet	268722128	249078233	1.08
tpch_q14/duckdb:parquet	49623085	49410661	1.00
tpch_q15/duckdb:parquet	25003314	24272752	1.03
tpch_q16/duckdb:parquet	57199538	56520138	1.01
tpch_q17/duckdb:parquet	51783026	51773501	1.00
tpch_q18/duckdb:parquet	114554887	114916559	1.00
tpch_q19/duckdb:parquet	68080972	67605133	1.01
tpch_q20/duckdb:parquet	63773712	64460041	0.99
tpch_q21/duckdb:parquet	176708354	165436553	1.07
tpch_q22/duckdb:parquet	53549934	51744724	1.03

duckdb / duckdb (1.013x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16457994	16838209	0.98
tpch_q02/duckdb:duckdb	13498916	13659621	0.99
tpch_q03/duckdb:duckdb	20390630	20515771	0.99
tpch_q04/duckdb:duckdb	19738652	20229682	0.98
tpch_q05/duckdb:duckdb	20967464	21603660	0.97
tpch_q06/duckdb:duckdb	5646854	5556224	1.02
tpch_q07/duckdb:duckdb	23580093	23508501	1.00
tpch_q08/duckdb:duckdb	21375936	21041775	1.02
tpch_q09/duckdb:duckdb	59130086	57649062	1.03
tpch_q10/duckdb:duckdb	45192718	44132501	1.02
tpch_q11/duckdb:duckdb	6192107	5905367	1.05
tpch_q12/duckdb:duckdb	14430786	13693810	1.05
tpch_q13/duckdb:duckdb	38078095	38303398	0.99
tpch_q14/duckdb:duckdb	18946981	18468036	1.03
tpch_q15/duckdb:duckdb	12220740	12001758	1.02
tpch_q16/duckdb:duckdb	24105755	24776844	0.97
tpch_q17/duckdb:duckdb	14932244	13624727	1.10
tpch_q18/duckdb:duckdb	38537675	38534299	1.00
tpch_q19/duckdb:duckdb	27256886	26393854	1.03
tpch_q20/duckdb:duckdb	22740345	22987730	0.99
tpch_q21/duckdb:duckdb	61068216	57599147	1.06
tpch_q22/duckdb:duckdb	25102896	24892984	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+3.5%	-1.2%	+4.8%	+16.6%	➖ noise
1	datafusion:vortex-compact	+8.0%	-1.2%	+9.4%	+15.7%	➖ noise
1	datafusion:vortex-file-compressed	+2.6%	-1.2%	+3.9%	+15.9%	➖ noise
1	duckdb:duckdb	-2.3%	-1.2%	-1.0%	+15.8%	➖ noise
1	duckdb:vortex-compact	+2.0%	-1.2%	+3.3%	+15.8%	➖ noise
1	duckdb:vortex-file-compressed	+5.2%	-1.2%	+6.5%	+15.3%	➖ noise
2	datafusion:arrow	+3.2%	+2.2%	+1.0%	+14.4%	➖ noise
2	datafusion:vortex-compact	+8.2%	+2.2%	+5.8%	+14.4%	➖ noise
2	datafusion:vortex-file-compressed	+2.6%	+2.2%	+0.3%	+14.4%	➖ noise
2	duckdb:duckdb	-1.2%	+2.2%	-3.3%	+14.4%	➖ noise
2	duckdb:vortex-compact	+8.0%	+2.2%	+5.7%	+14.4%	➖ noise
2	duckdb:vortex-file-compressed	+4.7%	+2.2%	+2.4%	+14.4%	➖ noise
3	datafusion:arrow	+11.9%	+0.7%	+11.1%	+14.4%	➖ noise
3	datafusion:vortex-compact	+4.5%	+0.7%	+3.7%	+14.4%	➖ noise
3	datafusion:vortex-file-compressed	+3.5%	+0.7%	+2.7%	+14.4%	➖ noise
3	duckdb:duckdb	-0.6%	+0.7%	-1.3%	+14.4%	➖ noise
3	duckdb:vortex-compact	+4.7%	+0.7%	+3.9%	+14.4%	➖ noise
3	duckdb:vortex-file-compressed	+9.0%	+0.7%	+8.2%	+14.4%	➖ noise
4	datafusion:arrow	+11.7%	-2.5%	+14.6%	+14.4%	🚨 regression
4	datafusion:vortex-compact	+7.0%	-2.5%	+9.8%	+14.4%	➖ noise
4	datafusion:vortex-file-compressed	+1.7%	-2.5%	+4.4%	+14.4%	➖ noise
4	duckdb:duckdb	-2.4%	-2.5%	+0.1%	+14.4%	➖ noise
4	duckdb:vortex-compact	+9.8%	-2.5%	+12.6%	+14.4%	➖ noise
4	duckdb:vortex-file-compressed	+3.5%	-2.5%	+6.2%	+14.4%	➖ noise
5	datafusion:arrow	+11.1%	-0.5%	+11.7%	+14.4%	➖ noise
5	datafusion:vortex-compact	+7.1%	-0.5%	+7.7%	+14.4%	➖ noise
5	datafusion:vortex-file-compressed	-0.5%	-0.5%	+0.0%	+14.4%	➖ noise
5	duckdb:duckdb	-2.9%	-0.5%	-2.4%	+14.4%	➖ noise
5	duckdb:vortex-compact	+5.4%	-0.5%	+6.0%	+14.4%	➖ noise
5	duckdb:vortex-file-compressed	+4.3%	-0.5%	+4.8%	+14.4%	➖ noise
6	datafusion:arrow	+6.2%	-10.5%	+18.6%	+14.4%	🚨 regression
6	datafusion:vortex-compact	+7.7%	-10.5%	+20.3%	+14.4%	🚨 regression
6	datafusion:vortex-file-compressed	+4.4%	-10.5%	+16.5%	+14.4%	🚨 regression
6	duckdb:duckdb	+1.6%	-10.5%	+13.5%	+14.8%	➖ noise
6	duckdb:vortex-compact	+2.4%	-10.5%	+14.3%	+15.0%	➖ noise
6	duckdb:vortex-file-compressed	+3.4%	-10.5%	+15.5%	+17.7%	➖ noise
7	datafusion:arrow	+12.3%	+1.6%	+10.6%	+14.4%	➖ noise
7	datafusion:vortex-compact	+4.6%	+1.6%	+3.0%	+14.4%	➖ noise
7	datafusion:vortex-file-compressed	-0.8%	+1.6%	-2.3%	+14.4%	➖ noise
7	duckdb:duckdb	+0.3%	+1.6%	-1.2%	+14.4%	➖ noise
7	duckdb:vortex-compact	+4.7%	+1.6%	+3.1%	+14.4%	➖ noise
7	duckdb:vortex-file-compressed	+11.1%	+1.6%	+9.4%	+14.4%	➖ noise
8	datafusion:arrow	+7.3%	-4.2%	+12.0%	+14.4%	➖ noise
8	datafusion:vortex-compact	+1.6%	-4.2%	+6.1%	+14.4%	➖ noise
8	datafusion:vortex-file-compressed	+3.4%	-4.2%	+8.0%	+14.4%	➖ noise
8	duckdb:duckdb	+1.6%	-4.2%	+6.1%	+14.4%	➖ noise
8	duckdb:vortex-compact	+7.6%	-4.2%	+12.3%	+14.4%	➖ noise
8	duckdb:vortex-file-compressed	+6.1%	-4.2%	+10.8%	+14.4%	➖ noise
9	datafusion:arrow	+6.6%	+6.1%	+0.5%	+14.4%	➖ noise
9	datafusion:vortex-compact	+2.0%	+6.1%	-3.9%	+14.4%	➖ noise
9	datafusion:vortex-file-compressed	+6.4%	+6.1%	+0.4%	+14.4%	➖ noise
9	duckdb:duckdb	+2.6%	+6.1%	-3.3%	+14.4%	➖ noise
9	duckdb:vortex-compact	+2.0%	+6.1%	-3.8%	+14.4%	➖ noise
9	duckdb:vortex-file-compressed	+6.9%	+6.1%	+0.8%	+14.4%	➖ noise
10	datafusion:arrow	+11.4%	+4.7%	+6.4%	+14.4%	➖ noise
10	datafusion:vortex-compact	+6.5%	+4.7%	+1.8%	+14.4%	➖ noise
10	datafusion:vortex-file-compressed	+2.6%	+4.7%	-1.9%	+14.4%	➖ noise
10	duckdb:duckdb	+2.4%	+4.7%	-2.2%	+14.4%	➖ noise
10	duckdb:vortex-compact	+2.1%	+4.7%	-2.4%	+14.4%	➖ noise
10	duckdb:vortex-file-compressed	+5.3%	+4.7%	+0.6%	+14.4%	➖ noise
11	datafusion:arrow	+9.1%	+5.4%	+3.5%	+14.4%	➖ noise
11	datafusion:vortex-compact	+5.6%	+5.4%	+0.2%	+14.4%	➖ noise
11	datafusion:vortex-file-compressed	+4.8%	+5.4%	-0.6%	+14.4%	➖ noise
11	duckdb:duckdb	+4.9%	+5.4%	-0.5%	+14.4%	➖ noise
11	duckdb:vortex-compact	+2.8%	+5.4%	-2.5%	+14.4%	➖ noise
11	duckdb:vortex-file-compressed	+2.8%	+5.4%	-2.5%	+14.4%	➖ noise
12	datafusion:arrow	+7.6%	-4.7%	+12.9%	+14.4%	➖ noise
12	datafusion:vortex-compact	+6.3%	-4.7%	+11.6%	+14.4%	➖ noise
12	datafusion:vortex-file-compressed	+2.5%	-4.7%	+7.5%	+14.4%	➖ noise
12	duckdb:duckdb	+5.4%	-4.7%	+10.6%	+14.4%	➖ noise
12	duckdb:vortex-compact	+5.6%	-4.7%	+10.8%	+14.4%	➖ noise
12	duckdb:vortex-file-compressed	+0.3%	-4.7%	+5.3%	+14.4%	➖ noise
13	datafusion:arrow	+7.4%	+11.3%	-3.5%	+14.4%	➖ noise
13	datafusion:vortex-compact	+4.8%	+11.3%	-5.8%	+14.4%	➖ noise
13	datafusion:vortex-file-compressed	-0.5%	+11.3%	-10.6%	+14.4%	➖ noise
13	duckdb:duckdb	-0.6%	+11.3%	-10.7%	+14.4%	➖ noise
13	duckdb:vortex-compact	+2.9%	+11.3%	-7.6%	+14.4%	➖ noise
13	duckdb:vortex-file-compressed	+4.1%	+11.3%	-6.5%	+14.4%	➖ noise
14	datafusion:arrow	+16.8%	-4.1%	+21.8%	+14.4%	🚨 regression
14	datafusion:vortex-compact	+1.6%	-4.1%	+5.9%	+14.4%	➖ noise
14	datafusion:vortex-file-compressed	+11.5%	-4.1%	+16.2%	+14.4%	🚨 regression
14	duckdb:duckdb	+2.6%	-4.1%	+6.9%	+18.0%	➖ noise
14	duckdb:vortex-compact	+10.7%	-4.1%	+15.4%	+14.4%	🚨 regression
14	duckdb:vortex-file-compressed	+3.5%	-4.1%	+7.9%	+14.4%	➖ noise
15	datafusion:arrow	+18.9%	+3.8%	+14.5%	+14.4%	🚨 regression
15	datafusion:vortex-compact	+5.2%	+3.8%	+1.3%	+14.4%	➖ noise
15	datafusion:vortex-file-compressed	+8.6%	+3.8%	+4.6%	+14.4%	➖ noise
15	duckdb:duckdb	+1.8%	+3.8%	-1.9%	+16.9%	➖ noise
15	duckdb:vortex-compact	+5.1%	+3.8%	+1.2%	+14.4%	➖ noise
15	duckdb:vortex-file-compressed	+2.4%	+3.8%	-1.4%	+14.4%	➖ noise
16	datafusion:arrow	+9.9%	+2.4%	+7.3%	+14.4%	➖ noise
16	datafusion:vortex-compact	+0.1%	+2.4%	-2.3%	+14.4%	➖ noise
16	datafusion:vortex-file-compressed	+5.0%	+2.4%	+2.6%	+14.4%	➖ noise
16	duckdb:duckdb	-2.7%	+2.4%	-5.0%	+14.4%	➖ noise
16	duckdb:vortex-compact	+4.7%	+2.4%	+2.3%	+14.4%	➖ noise
16	duckdb:vortex-file-compressed	+2.8%	+2.4%	+0.4%	+14.4%	➖ noise
17	datafusion:arrow	+9.0%	+8.5%	+0.5%	+14.4%	➖ noise
17	datafusion:vortex-compact	+0.5%	+8.5%	-7.4%	+14.4%	➖ noise
17	datafusion:vortex-file-compressed	+9.1%	+8.5%	+0.6%	+14.4%	➖ noise
17	duckdb:duckdb	+9.6%	+8.5%	+1.0%	+14.4%	➖ noise
17	duckdb:vortex-compact	+3.8%	+8.5%	-4.3%	+14.4%	➖ noise
17	duckdb:vortex-file-compressed	+3.3%	+8.5%	-4.8%	+14.4%	➖ noise
18	datafusion:arrow	+6.7%	+1.9%	+4.7%	+14.4%	➖ noise
18	datafusion:vortex-compact	+4.8%	+1.9%	+2.8%	+14.4%	➖ noise
18	datafusion:vortex-file-compressed	+2.2%	+1.9%	+0.3%	+14.4%	➖ noise
18	duckdb:duckdb	+0.0%	+1.9%	-1.9%	+14.4%	➖ noise
18	duckdb:vortex-compact	+8.0%	+1.9%	+5.9%	+14.4%	➖ noise
18	duckdb:vortex-file-compressed	+4.1%	+1.9%	+2.2%	+14.4%	➖ noise
19	datafusion:arrow	+13.6%	+10.9%	+2.4%	+14.4%	➖ noise
19	datafusion:vortex-compact	+3.2%	+10.9%	-7.0%	+14.4%	➖ noise
19	datafusion:vortex-file-compressed	+6.8%	+10.9%	-3.7%	+14.4%	➖ noise
19	duckdb:duckdb	+3.3%	+10.9%	-6.9%	+15.6%	➖ noise
19	duckdb:vortex-compact	+4.0%	+10.9%	-6.2%	+14.4%	➖ noise
19	duckdb:vortex-file-compressed	+4.7%	+10.9%	-5.6%	+14.4%	➖ noise
20	datafusion:arrow	+14.8%	+0.8%	+13.9%	+14.4%	➖ noise
20	datafusion:vortex-compact	+5.5%	+0.8%	+4.7%	+14.4%	➖ noise
20	datafusion:vortex-file-compressed	+3.7%	+0.8%	+2.9%	+14.4%	➖ noise
20	duckdb:duckdb	-1.1%	+0.8%	-1.9%	+14.4%	➖ noise
20	duckdb:vortex-compact	+3.1%	+0.8%	+2.3%	+14.4%	➖ noise
20	duckdb:vortex-file-compressed	+2.1%	+0.8%	+1.3%	+14.4%	➖ noise
21	datafusion:arrow	+15.8%	+6.7%	+8.5%	+14.4%	➖ noise
21	datafusion:vortex-compact	+5.7%	+6.7%	-0.9%	+14.4%	➖ noise
21	datafusion:vortex-file-compressed	+9.3%	+6.7%	+2.4%	+14.4%	➖ noise
21	duckdb:duckdb	+6.0%	+6.7%	-0.6%	+14.4%	➖ noise
21	duckdb:vortex-compact	+10.3%	+6.7%	+3.4%	+14.4%	➖ noise
21	duckdb:vortex-file-compressed	+5.6%	+6.7%	-1.1%	+14.4%	➖ noise
22	datafusion:arrow	+4.4%	+2.7%	+1.6%	+14.4%	➖ noise
22	datafusion:vortex-compact	+3.2%	+2.7%	+0.5%	+14.4%	➖ noise
22	datafusion:vortex-file-compressed	+5.9%	+2.7%	+3.1%	+14.4%	➖ noise
22	duckdb:duckdb	+0.8%	+2.7%	-1.8%	+14.4%	➖ noise
22	duckdb:vortex-compact	+8.4%	+2.7%	+5.6%	+14.4%	➖ noise
22	duckdb:vortex-file-compressed	+14.4%	+2.7%	+11.4%	+14.4%	➖ 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: +2.1%
Vortex (geomean): 0.898x ✅
Parquet (geomean): 0.881x ✅
Shifts: Parquet (control) -11.9% · Median polish -10.5%

---

datafusion / vortex-file-compressed (0.816x ✅, 90↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚀	29915696	36399382	0.82
tpcds_q02/datafusion:vortex-file-compressed 🚀	56147804	70301342	0.80
tpcds_q03/datafusion:vortex-file-compressed 🚀	21328207	25790699	0.83
tpcds_q04/datafusion:vortex-file-compressed 🚀	309414802	418021015	0.74
tpcds_q05/datafusion:vortex-file-compressed 🚀	59689139	80570135	0.74
tpcds_q06/datafusion:vortex-file-compressed 🚀	52361065	74078539	0.71
tpcds_q07/datafusion:vortex-file-compressed 🚀	53537610	73864837	0.72
tpcds_q08/datafusion:vortex-file-compressed 🚀	37418903	49352049	0.76
tpcds_q09/datafusion:vortex-file-compressed 🚀	56993462	70336370	0.81
tpcds_q10/datafusion:vortex-file-compressed 🚀	44310408	61778651	0.72
tpcds_q11/datafusion:vortex-file-compressed 🚀	174817151	224139518	0.78
tpcds_q12/datafusion:vortex-file-compressed 🚀	24326259	30244992	0.80
tpcds_q13/datafusion:vortex-file-compressed 🚀	57086042	70754267	0.81
tpcds_q14/datafusion:vortex-file-compressed 🚀	210071278	250753335	0.84
tpcds_q15/datafusion:vortex-file-compressed 🚀	36819535	45579377	0.81
tpcds_q16/datafusion:vortex-file-compressed 🚀	30237127	39024820	0.77
tpcds_q17/datafusion:vortex-file-compressed 🚀	71098814	89861816	0.79
tpcds_q18/datafusion:vortex-file-compressed 🚀	81869575	119766256	0.68
tpcds_q19/datafusion:vortex-file-compressed 🚀	31428388	47131516	0.67
tpcds_q20/datafusion:vortex-file-compressed 🚀	27030459	40583666	0.67
tpcds_q21/datafusion:vortex-file-compressed 🚀	147734046	199674041	0.74
tpcds_q22/datafusion:vortex-file-compressed	59663853	66097274	0.90
tpcds_q23/datafusion:vortex-file-compressed 🚀	156047642	177120848	0.88
tpcds_q24/datafusion:vortex-file-compressed 🚀	117815597	136710448	0.86
tpcds_q25/datafusion:vortex-file-compressed 🚀	69881818	81778103	0.85
tpcds_q26/datafusion:vortex-file-compressed 🚀	38320958	45779529	0.84
tpcds_q27/datafusion:vortex-file-compressed 🚀	126090084	151928891	0.83
tpcds_q28/datafusion:vortex-file-compressed 🚀	50167437	56107658	0.89
tpcds_q29/datafusion:vortex-file-compressed 🚀	69988552	90221378	0.78
tpcds_q30/datafusion:vortex-file-compressed 🚀	31896359	44342525	0.72
tpcds_q31/datafusion:vortex-file-compressed 🚀	97838807	128469234	0.76
tpcds_q32/datafusion:vortex-file-compressed 🚀	22226809	32361834	0.69
tpcds_q33/datafusion:vortex-file-compressed 🚀	40092939	53297067	0.75
tpcds_q34/datafusion:vortex-file-compressed 🚀	32115978	48093283	0.67
tpcds_q35/datafusion:vortex-file-compressed 🚀	57113258	80120727	0.71
tpcds_q36/datafusion:vortex-file-compressed 🚀	77406075	113488882	0.68
tpcds_q37/datafusion:vortex-file-compressed 🚀	36628715	52418189	0.70
tpcds_q38/datafusion:vortex-file-compressed 🚀	54083023	72936013	0.74
tpcds_q39/datafusion:vortex-file-compressed 🚀	156793687	192421366	0.81
tpcds_q40/datafusion:vortex-file-compressed 🚀	54851221	70720996	0.78
tpcds_q41/datafusion:vortex-file-compressed 🚀	20507491	24063090	0.85
tpcds_q42/datafusion:vortex-file-compressed 🚀	18802820	24100190	0.78
tpcds_q43/datafusion:vortex-file-compressed 🚀	32142550	39760044	0.81
tpcds_q44/datafusion:vortex-file-compressed 🚀	43221672	53996295	0.80
tpcds_q45/datafusion:vortex-file-compressed 🚀	35325239	41364590	0.85
tpcds_q46/datafusion:vortex-file-compressed 🚀	48279218	58640411	0.82
tpcds_q47/datafusion:vortex-file-compressed 🚀	215055278	266150441	0.81
tpcds_q48/datafusion:vortex-file-compressed	45164334	49777880	0.91
tpcds_q49/datafusion:vortex-file-compressed 🚀	70766043	81092784	0.87
tpcds_q50/datafusion:vortex-file-compressed 🚀	47220647	57236482	0.83
tpcds_q51/datafusion:vortex-file-compressed 🚀	89624508	108671449	0.82
tpcds_q52/datafusion:vortex-file-compressed 🚀	19341543	24447671	0.79
tpcds_q53/datafusion:vortex-file-compressed 🚀	26354196	30951662	0.85
tpcds_q54/datafusion:vortex-file-compressed	46434661	51129411	0.91
tpcds_q55/datafusion:vortex-file-compressed 🚀	18940962	22692189	0.83
tpcds_q56/datafusion:vortex-file-compressed 🚀	40759886	47674155	0.85
tpcds_q57/datafusion:vortex-file-compressed 🚀	133573026	164575178	0.81
tpcds_q58/datafusion:vortex-file-compressed 🚀	72405556	86277885	0.84
tpcds_q59/datafusion:vortex-file-compressed 🚀	76988362	88464521	0.87
tpcds_q60/datafusion:vortex-file-compressed 🚀	40850493	50470335	0.81
tpcds_q61/datafusion:vortex-file-compressed	51018756	55007851	0.93
tpcds_q62/datafusion:vortex-file-compressed 🚀	31645698	38551806	0.82
tpcds_q63/datafusion:vortex-file-compressed 🚀	26885427	31649411	0.85
tpcds_q64/datafusion:vortex-file-compressed 🚀	487471422	567529601	0.86
tpcds_q65/datafusion:vortex-file-compressed 🚀	50718390	59471325	0.85
tpcds_q66/datafusion:vortex-file-compressed 🚀	95281666	112273048	0.85
tpcds_q67/datafusion:vortex-file-compressed 🚀	120148653	164560764	0.73
tpcds_q68/datafusion:vortex-file-compressed 🚀	45502913	70845172	0.64
tpcds_q69/datafusion:vortex-file-compressed 🚀	43868177	50123788	0.88
tpcds_q70/datafusion:vortex-file-compressed 🚀	119841981	138672882	0.86
tpcds_q71/datafusion:vortex-file-compressed 🚀	32883618	40097948	0.82
tpcds_q72/datafusion:vortex-file-compressed 🚀	2905081405	3450350508	0.84
tpcds_q73/datafusion:vortex-file-compressed	36142358	38293799	0.94
tpcds_q74/datafusion:vortex-file-compressed 🚀	121314475	143172199	0.85
tpcds_q75/datafusion:vortex-file-compressed	128353280	140697520	0.91
tpcds_q76/datafusion:vortex-file-compressed	35566331	39272468	0.91
tpcds_q77/datafusion:vortex-file-compressed 🚀	53600523	61272779	0.87
tpcds_q78/datafusion:vortex-file-compressed 🚀	130276767	155358341	0.84
tpcds_q79/datafusion:vortex-file-compressed 🚀	38753900	43880285	0.88
tpcds_q80/datafusion:vortex-file-compressed 🚀	119668434	140231157	0.85
tpcds_q81/datafusion:vortex-file-compressed 🚀	39791818	44255299	0.90
tpcds_q82/datafusion:vortex-file-compressed 🚀	38779156	46128406	0.84
tpcds_q83/datafusion:vortex-file-compressed 🚀	52832854	61969200	0.85
tpcds_q84/datafusion:vortex-file-compressed	17456381	18850409	0.93
tpcds_q85/datafusion:vortex-file-compressed 🚀	106729713	120615556	0.88
tpcds_q86/datafusion:vortex-file-compressed 🚀	20220901	23026531	0.88
tpcds_q87/datafusion:vortex-file-compressed 🚀	53996027	62868000	0.86
tpcds_q88/datafusion:vortex-file-compressed 🚀	71551477	80727967	0.89
tpcds_q89/datafusion:vortex-file-compressed 🚀	38170940	45346365	0.84
tpcds_q90/datafusion:vortex-file-compressed 🚀	18956377	21272742	0.89
tpcds_q91/datafusion:vortex-file-compressed 🚀	27600479	31961092	0.86
tpcds_q92/datafusion:vortex-file-compressed 🚀	20591936	23213322	0.89
tpcds_q93/datafusion:vortex-file-compressed 🚀	34403672	43675906	0.79
tpcds_q94/datafusion:vortex-file-compressed	26950536	29861852	0.90
tpcds_q95/datafusion:vortex-file-compressed 🚀	63861069	72448477	0.88
tpcds_q96/datafusion:vortex-file-compressed 🚀	16076669	18454629	0.87
tpcds_q97/datafusion:vortex-file-compressed 🚀	32008711	36883823	0.87
tpcds_q98/datafusion:vortex-file-compressed 🚀	34185541	41080024	0.83
tpcds_q99/datafusion:vortex-file-compressed 🚀	48630314	56207492	0.87

datafusion / vortex-compact (0.835x ✅, 77↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	37645298	40713555	0.92
tpcds_q02/datafusion:vortex-compact	64349667	71466889	0.90
tpcds_q03/datafusion:vortex-compact 🚀	27094962	32628017	0.83
tpcds_q04/datafusion:vortex-compact 🚀	349647040	474158076	0.74
tpcds_q05/datafusion:vortex-compact 🚀	70174639	85681783	0.82
tpcds_q06/datafusion:vortex-compact 🚀	61053411	74254366	0.82
tpcds_q07/datafusion:vortex-compact	71816957	76603174	0.94
tpcds_q08/datafusion:vortex-compact 🚀	48542646	60411173	0.80
tpcds_q09/datafusion:vortex-compact 🚀	76475128	91378944	0.84
tpcds_q10/datafusion:vortex-compact 🚀	68310722	90809916	0.75
tpcds_q11/datafusion:vortex-compact 🚀	198688010	230373068	0.86
tpcds_q12/datafusion:vortex-compact 🚀	28481020	35283482	0.81
tpcds_q13/datafusion:vortex-compact	127203508	137481229	0.93
tpcds_q14/datafusion:vortex-compact 🚀	273351534	344476664	0.79
tpcds_q15/datafusion:vortex-compact 🚀	40545552	56049333	0.72
tpcds_q16/datafusion:vortex-compact	41918667	45647276	0.92
tpcds_q17/datafusion:vortex-compact 🚀	97041022	109123136	0.89
tpcds_q18/datafusion:vortex-compact 🚀	94189250	108956926	0.86
tpcds_q19/datafusion:vortex-compact 🚀	45766786	52127084	0.88
tpcds_q20/datafusion:vortex-compact 🚀	31822786	36038663	0.88
tpcds_q21/datafusion:vortex-compact 🚀	147017038	176047212	0.84
tpcds_q22/datafusion:vortex-compact 🚀	68522186	87645061	0.78
tpcds_q23/datafusion:vortex-compact 🚀	194268317	237073226	0.82
tpcds_q24/datafusion:vortex-compact 🚀	145326819	198245392	0.73
tpcds_q25/datafusion:vortex-compact	101025359	111693611	0.90
tpcds_q26/datafusion:vortex-compact 🚀	48117631	60645680	0.79
tpcds_q27/datafusion:vortex-compact 🚀	168215791	212089931	0.79
tpcds_q28/datafusion:vortex-compact	89344691	94867783	0.94
tpcds_q29/datafusion:vortex-compact	96060961	106122585	0.91
tpcds_q30/datafusion:vortex-compact 🚀	35713033	41405920	0.86
tpcds_q31/datafusion:vortex-compact 🚀	137556783	156020989	0.88
tpcds_q32/datafusion:vortex-compact 🚀	27963997	31116919	0.90
tpcds_q33/datafusion:vortex-compact 🚀	54971537	62235495	0.88
tpcds_q34/datafusion:vortex-compact 🚀	51711247	58537965	0.88
tpcds_q35/datafusion:vortex-compact 🚀	72618009	88590418	0.82
tpcds_q36/datafusion:vortex-compact 🚀	108184284	122962459	0.88
tpcds_q37/datafusion:vortex-compact 🚀	50972348	57923440	0.88
tpcds_q38/datafusion:vortex-compact	72547747	80470521	0.90
tpcds_q39/datafusion:vortex-compact 🚀	159499137	186270773	0.86
tpcds_q40/datafusion:vortex-compact 🚀	61446484	72920280	0.84
tpcds_q41/datafusion:vortex-compact	23695084	24385234	0.97
tpcds_q42/datafusion:vortex-compact 🚀	26154139	29315757	0.89
tpcds_q43/datafusion:vortex-compact 🚀	39883504	44470389	0.90
tpcds_q44/datafusion:vortex-compact	77175192	84243996	0.92
tpcds_q45/datafusion:vortex-compact 🚀	41929116	46776311	0.90
tpcds_q46/datafusion:vortex-compact 🚀	70978025	83892110	0.85
tpcds_q47/datafusion:vortex-compact 🚀	247801077	291971223	0.85
tpcds_q48/datafusion:vortex-compact	94135950	99785515	0.94
tpcds_q49/datafusion:vortex-compact 🚀	93804102	119596811	0.78
tpcds_q50/datafusion:vortex-compact 🚀	67258578	91005058	0.74
tpcds_q51/datafusion:vortex-compact 🚀	101684962	116881755	0.87
tpcds_q52/datafusion:vortex-compact 🚀	26448376	31925885	0.83
tpcds_q53/datafusion:vortex-compact 🚀	36974541	41575556	0.89
tpcds_q54/datafusion:vortex-compact	61997683	68046903	0.91
tpcds_q55/datafusion:vortex-compact	25560370	28227298	0.91
tpcds_q56/datafusion:vortex-compact	58861788	64523995	0.91
tpcds_q57/datafusion:vortex-compact 🚀	145992024	174609614	0.84
tpcds_q58/datafusion:vortex-compact 🚀	84744578	110616682	0.77
tpcds_q59/datafusion:vortex-compact 🚀	91067574	118271745	0.77
tpcds_q60/datafusion:vortex-compact 🚀	58696677	72459437	0.81
tpcds_q61/datafusion:vortex-compact 🚀	75818249	93059022	0.81
tpcds_q62/datafusion:vortex-compact 🚀	35673515	45631765	0.78
tpcds_q63/datafusion:vortex-compact 🚀	38576677	42881804	0.90
tpcds_q64/datafusion:vortex-compact 🚀	560922667	686444680	0.82
tpcds_q65/datafusion:vortex-compact 🚀	70954431	93866251	0.76
tpcds_q66/datafusion:vortex-compact 🚀	105656689	139382067	0.76
tpcds_q67/datafusion:vortex-compact	131186396	145568923	0.90
tpcds_q68/datafusion:vortex-compact 🚀	72264735	83835766	0.86
tpcds_q69/datafusion:vortex-compact 🚀	64204128	81655809	0.79
tpcds_q70/datafusion:vortex-compact 🚀	131841040	149859215	0.88
tpcds_q71/datafusion:vortex-compact 🚀	49426406	61970168	0.80
tpcds_q72/datafusion:vortex-compact 🚀	2878965783	3455672542	0.83
tpcds_q73/datafusion:vortex-compact 🚀	53124355	59223944	0.90
tpcds_q74/datafusion:vortex-compact 🚀	146638362	164022648	0.89
tpcds_q75/datafusion:vortex-compact 🚀	171176199	191172767	0.90
tpcds_q76/datafusion:vortex-compact	52429686	57478733	0.91
tpcds_q77/datafusion:vortex-compact 🚀	71948789	82303580	0.87
tpcds_q78/datafusion:vortex-compact 🚀	157848313	216485736	0.73
tpcds_q79/datafusion:vortex-compact 🚀	62131560	80524107	0.77
tpcds_q80/datafusion:vortex-compact 🚀	138972406	193181703	0.72
tpcds_q81/datafusion:vortex-compact 🚀	47289609	61756618	0.77
tpcds_q82/datafusion:vortex-compact 🚀	50759891	69816097	0.73
tpcds_q83/datafusion:vortex-compact 🚀	62341704	86367993	0.72
tpcds_q84/datafusion:vortex-compact 🚀	20456539	29350316	0.70
tpcds_q85/datafusion:vortex-compact 🚀	133614133	173028213	0.77
tpcds_q86/datafusion:vortex-compact	23686016	26307143	0.90
tpcds_q87/datafusion:vortex-compact 🚀	73271279	83363732	0.88
tpcds_q88/datafusion:vortex-compact	142447667	155970146	0.91
tpcds_q89/datafusion:vortex-compact 🚀	48859087	55508488	0.88
tpcds_q90/datafusion:vortex-compact	25484134	27405590	0.93
tpcds_q91/datafusion:vortex-compact	42033992	44493876	0.94
tpcds_q92/datafusion:vortex-compact	27467443	30283458	0.91
tpcds_q93/datafusion:vortex-compact 🚀	47817371	65529666	0.73
tpcds_q94/datafusion:vortex-compact 🚀	30728198	43128629	0.71
tpcds_q95/datafusion:vortex-compact 🚀	74623105	93926009	0.79
tpcds_q96/datafusion:vortex-compact 🚀	27825894	34050424	0.82
tpcds_q97/datafusion:vortex-compact 🚀	44581760	61143122	0.73
tpcds_q98/datafusion:vortex-compact 🚀	39672016	58086029	0.68
tpcds_q99/datafusion:vortex-compact 🚀	53152957	78774251	0.67

datafusion / parquet (0.866x ✅, 72↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚀	37806387	44527967	0.85
tpcds_q02/datafusion:parquet	49628092	52139377	0.95
tpcds_q03/datafusion:parquet 🚀	15863669	17664223	0.90
tpcds_q04/datafusion:parquet 🚀	325687620	411377019	0.79
tpcds_q05/datafusion:parquet 🚀	54844739	76197214	0.72
tpcds_q06/datafusion:parquet 🚀	64635296	74004832	0.87
tpcds_q07/datafusion:parquet 🚀	96445681	110662968	0.87
tpcds_q08/datafusion:parquet	35276594	38649252	0.91
tpcds_q09/datafusion:parquet	62294154	66402524	0.94
tpcds_q10/datafusion:parquet	88569784	98307818	0.90
tpcds_q11/datafusion:parquet 🚀	195111997	223573397	0.87
tpcds_q12/datafusion:parquet 🚀	23191325	26092700	0.89
tpcds_q13/datafusion:parquet	91517797	100985886	0.91
tpcds_q14/datafusion:parquet 🚀	196839712	230520278	0.85
tpcds_q15/datafusion:parquet 🚀	25986729	33512370	0.78
tpcds_q16/datafusion:parquet	31574575	33274869	0.95
tpcds_q17/datafusion:parquet 🚀	73961742	82806812	0.89
tpcds_q18/datafusion:parquet 🚀	134764132	156135855	0.86
tpcds_q19/datafusion:parquet	29232849	32266337	0.91
tpcds_q20/datafusion:parquet 🚀	22380788	26720786	0.84
tpcds_q21/datafusion:parquet	23787175	25554887	0.93
tpcds_q22/datafusion:parquet	172523241	188106339	0.92
tpcds_q23/datafusion:parquet 🚀	173097264	200713282	0.86
tpcds_q24/datafusion:parquet 🚀	113181301	131054617	0.86
tpcds_q25/datafusion:parquet	78063662	83584400	0.93
tpcds_q26/datafusion:parquet 🚀	76114722	94598861	0.80
tpcds_q27/datafusion:parquet 🚀	176278505	204875259	0.86
tpcds_q28/datafusion:parquet	54996267	60261396	0.91
tpcds_q29/datafusion:parquet	78546885	86586074	0.91
tpcds_q30/datafusion:parquet 🚀	46542259	53417366	0.87
tpcds_q31/datafusion:parquet 🚀	79364301	88296561	0.90
tpcds_q32/datafusion:parquet 🚀	23358209	26795724	0.87
tpcds_q33/datafusion:parquet 🚀	36363234	42535644	0.85
tpcds_q34/datafusion:parquet 🚀	27162066	35964165	0.76
tpcds_q35/datafusion:parquet	94018376	102689982	0.92
tpcds_q36/datafusion:parquet 🚀	67490467	92352196	0.73
tpcds_q37/datafusion:parquet 🚀	26298288	32971136	0.80
tpcds_q38/datafusion:parquet 🚀	53877986	60076722	0.90
tpcds_q39/datafusion:parquet 🚀	87903258	123983460	0.71
tpcds_q40/datafusion:parquet 🚀	28467626	32381319	0.88
tpcds_q41/datafusion:parquet 🚀	17402282	20676022	0.84
tpcds_q42/datafusion:parquet 🚀	14379336	16344959	0.88
tpcds_q43/datafusion:parquet	20713097	22467066	0.92
tpcds_q44/datafusion:parquet 🚀	42174581	51622108	0.82
tpcds_q45/datafusion:parquet 🚀	33849395	40442653	0.84
tpcds_q46/datafusion:parquet 🚀	40420346	50233870	0.80
tpcds_q47/datafusion:parquet 🚀	142407349	173062584	0.82
tpcds_q48/datafusion:parquet 🚀	83778937	107124904	0.78
tpcds_q49/datafusion:parquet 🚀	69778266	90056258	0.77
tpcds_q50/datafusion:parquet 🚀	51816714	58483505	0.89
tpcds_q51/datafusion:parquet 🚀	91728392	103543753	0.89
tpcds_q52/datafusion:parquet	15204418	16259113	0.94
tpcds_q53/datafusion:parquet	23841257	24719484	0.96
tpcds_q54/datafusion:parquet	44506996	49102923	0.91
tpcds_q55/datafusion:parquet 🚀	14543176	17342772	0.84
tpcds_q56/datafusion:parquet 🚀	36485648	41924144	0.87
tpcds_q57/datafusion:parquet 🚀	113154578	132719426	0.85
tpcds_q58/datafusion:parquet 🚀	60322852	69446361	0.87
tpcds_q59/datafusion:parquet	60897408	66166809	0.92
tpcds_q60/datafusion:parquet	36200759	39997730	0.91
tpcds_q61/datafusion:parquet 🚀	52970949	60295760	0.88
tpcds_q62/datafusion:parquet 🚀	24627635	34201543	0.72
tpcds_q63/datafusion:parquet	22768389	24774557	0.92
tpcds_q64/datafusion:parquet 🚀	580694837	646892837	0.90
tpcds_q65/datafusion:parquet 🚀	45925432	52713949	0.87
tpcds_q66/datafusion:parquet 🚀	74085780	86348133	0.86
tpcds_q67/datafusion:parquet 🚀	158614620	182517518	0.87
tpcds_q68/datafusion:parquet 🚀	40893624	46727586	0.88
tpcds_q69/datafusion:parquet 🚀	82283656	94214035	0.87
tpcds_q70/datafusion:parquet 🚀	104304987	116113737	0.90
tpcds_q71/datafusion:parquet 🚀	27589608	30700988	0.90
tpcds_q72/datafusion:parquet 🚀	683920122	790359894	0.87
tpcds_q73/datafusion:parquet	29184302	30912636	0.94
tpcds_q74/datafusion:parquet 🚀	109350565	132621194	0.82
tpcds_q75/datafusion:parquet	124415759	137421344	0.91
tpcds_q76/datafusion:parquet 🚀	38584858	43596899	0.89
tpcds_q77/datafusion:parquet	51512960	57132165	0.90
tpcds_q78/datafusion:parquet 🚀	129475683	146785554	0.88
tpcds_q79/datafusion:parquet	33441346	35772768	0.93
tpcds_q80/datafusion:parquet 🚀	97237727	113573740	0.86
tpcds_q81/datafusion:parquet 🚀	42317723	51484863	0.82
tpcds_q82/datafusion:parquet 🚀	24511989	28122954	0.87
tpcds_q83/datafusion:parquet 🚀	49665360	57446570	0.86
tpcds_q84/datafusion:parquet 🚀	49649963	55441402	0.90
tpcds_q85/datafusion:parquet 🚀	177639932	202503371	0.88
tpcds_q86/datafusion:parquet 🚀	17694605	22970985	0.77
tpcds_q87/datafusion:parquet 🚀	52354092	64065441	0.82
tpcds_q88/datafusion:parquet 🚀	71282634	81616545	0.87
tpcds_q89/datafusion:parquet	26391908	28932172	0.91
tpcds_q90/datafusion:parquet	20005753	22034146	0.91
tpcds_q91/datafusion:parquet 🚀	71692291	82649216	0.87
tpcds_q92/datafusion:parquet 🚀	23139030	27071204	0.85
tpcds_q93/datafusion:parquet 🚀	36575540	44372126	0.82
tpcds_q94/datafusion:parquet 🚀	26185225	30201900	0.87
tpcds_q95/datafusion:parquet 🚀	70085490	79684620	0.88
tpcds_q96/datafusion:parquet 🚀	15169194	17543183	0.86
tpcds_q97/datafusion:parquet 🚀	35531379	41503079	0.86
tpcds_q98/datafusion:parquet 🚀	27198105	33938194	0.80
tpcds_q99/datafusion:parquet	30165756	32436624	0.93

duckdb / vortex-file-compressed (0.918x ➖, 37↑ 9↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	24035392	26089966	0.92
tpcds_q02/duckdb:vortex-file-compressed 🚀	31116441	41552522	0.75
tpcds_q03/duckdb:vortex-file-compressed	31573670	32866033	0.96
tpcds_q04/duckdb:vortex-file-compressed	110781462	114004543	0.97
tpcds_q05/duckdb:vortex-file-compressed	43507962	39714610	1.10
tpcds_q06/duckdb:vortex-file-compressed	38591897	40217010	0.96
tpcds_q07/duckdb:vortex-file-compressed	24644424	26780670	0.92
tpcds_q08/duckdb:vortex-file-compressed	30915278	31820005	0.97
tpcds_q09/duckdb:vortex-file-compressed	40382240	44125013	0.92
tpcds_q10/duckdb:vortex-file-compressed	47706668	44359871	1.08
tpcds_q11/duckdb:vortex-file-compressed	66633011	64540375	1.03
tpcds_q12/duckdb:vortex-file-compressed	17014553	17942999	0.95
tpcds_q13/duckdb:vortex-file-compressed	36323554	36872293	0.99
tpcds_q14/duckdb:vortex-file-compressed	114923993	121999181	0.94
tpcds_q15/duckdb:vortex-file-compressed 🚀	29327255	47400221	0.62
tpcds_q16/duckdb:vortex-file-compressed	33382515	34754000	0.96
tpcds_q17/duckdb:vortex-file-compressed 🚨	48156575	43070171	1.12
tpcds_q18/duckdb:vortex-file-compressed	51961849	51159132	1.02
tpcds_q19/duckdb:vortex-file-compressed	36322821	39532363	0.92
tpcds_q20/duckdb:vortex-file-compressed	19445365	18910394	1.03
tpcds_q21/duckdb:vortex-file-compressed	22400943	24246654	0.92
tpcds_q22/duckdb:vortex-file-compressed 🚀	79958916	123821093	0.65
tpcds_q23/duckdb:vortex-file-compressed 🚀	111327404	127283235	0.87
tpcds_q24/duckdb:vortex-file-compressed 🚀	52535721	64407279	0.82
tpcds_q25/duckdb:vortex-file-compressed 🚨	53692593	43246922	1.24
tpcds_q26/duckdb:vortex-file-compressed	45669079	44500893	1.03
tpcds_q27/duckdb:vortex-file-compressed 🚀	52449689	62084660	0.84
tpcds_q28/duckdb:vortex-file-compressed 🚀	38905093	43436586	0.90
tpcds_q29/duckdb:vortex-file-compressed 🚨	45320343	39835163	1.14
tpcds_q30/duckdb:vortex-file-compressed	27418809	30450047	0.90
tpcds_q31/duckdb:vortex-file-compressed	39170101	38080562	1.03
tpcds_q32/duckdb:vortex-file-compressed 🚀	17437023	21092003	0.83
tpcds_q33/duckdb:vortex-file-compressed	28931949	29295186	0.99
tpcds_q34/duckdb:vortex-file-compressed 🚨	25061181	21618317	1.16
tpcds_q35/duckdb:vortex-file-compressed	72283903	76871656	0.94
tpcds_q36/duckdb:vortex-file-compressed 🚀	26309897	31263877	0.84
tpcds_q37/duckdb:vortex-file-compressed 🚀	18932751	28566346	0.66
tpcds_q38/duckdb:vortex-file-compressed	42245012	41442747	1.02
tpcds_q39/duckdb:vortex-file-compressed 🚀	40880989	50056369	0.82
tpcds_q40/duckdb:vortex-file-compressed 🚀	22558693	27367590	0.82
tpcds_q41/duckdb:vortex-file-compressed 🚀	15572737	17516293	0.89
tpcds_q42/duckdb:vortex-file-compressed	13880350	13915848	1.00
tpcds_q43/duckdb:vortex-file-compressed 🚀	24627247	33545741	0.73
tpcds_q44/duckdb:vortex-file-compressed	24383994	25588057	0.95
tpcds_q45/duckdb:vortex-file-compressed	32903810	34586521	0.95
tpcds_q46/duckdb:vortex-file-compressed	58790025	56661423	1.04
tpcds_q47/duckdb:vortex-file-compressed	54118733	59026809	0.92
tpcds_q48/duckdb:vortex-file-compressed	34042898	36212830	0.94
tpcds_q49/duckdb:vortex-file-compressed 🚨	39884377	35407695	1.13
tpcds_q50/duckdb:vortex-file-compressed	37067074	39191120	0.95
tpcds_q51/duckdb:vortex-file-compressed 🚀	104941326	119143625	0.88
tpcds_q52/duckdb:vortex-file-compressed	15531916	15046066	1.03
tpcds_q53/duckdb:vortex-file-compressed	24547540	26588033	0.92
tpcds_q54/duckdb:vortex-file-compressed	33863338	36467241	0.93
tpcds_q55/duckdb:vortex-file-compressed	14871721	15646951	0.95
tpcds_q56/duckdb:vortex-file-compressed	26184636	27725967	0.94
tpcds_q57/duckdb:vortex-file-compressed 🚀	42396153	51051534	0.83
tpcds_q58/duckdb:vortex-file-compressed	37587106	38097666	0.99
tpcds_q59/duckdb:vortex-file-compressed 🚀	71236510	86186219	0.83
tpcds_q60/duckdb:vortex-file-compressed	29527590	32728396	0.90
tpcds_q61/duckdb:vortex-file-compressed 🚀	36673263	45406627	0.81
tpcds_q62/duckdb:vortex-file-compressed 🚀	20118870	25645164	0.78
tpcds_q63/duckdb:vortex-file-compressed	23647583	24632717	0.96
tpcds_q64/duckdb:vortex-file-compressed	96756430	97006244	1.00
tpcds_q65/duckdb:vortex-file-compressed 🚀	26111451	32559146	0.80
tpcds_q66/duckdb:vortex-file-compressed 🚀	35714404	42568665	0.84
tpcds_q67/duckdb:vortex-file-compressed 🚀	151180311	205288850	0.74
tpcds_q68/duckdb:vortex-file-compressed 🚀	47041011	58241407	0.81
tpcds_q69/duckdb:vortex-file-compressed	48538142	52888865	0.92
tpcds_q70/duckdb:vortex-file-compressed 🚀	30036258	34849420	0.86
tpcds_q71/duckdb:vortex-file-compressed 🚀	22905651	29918382	0.77
tpcds_q72/duckdb:vortex-file-compressed 🚀	180374147	210221464	0.86
tpcds_q73/duckdb:vortex-file-compressed	25874741	24569089	1.05
tpcds_q74/duckdb:vortex-file-compressed 🚨	104090819	72315250	1.44
tpcds_q75/duckdb:vortex-file-compressed	66963936	69594001	0.96
tpcds_q76/duckdb:vortex-file-compressed 🚀	22400521	29351750	0.76
tpcds_q77/duckdb:vortex-file-compressed 🚀	31386419	40085318	0.78
tpcds_q78/duckdb:vortex-file-compressed 🚀	85128676	105809768	0.80
tpcds_q79/duckdb:vortex-file-compressed 🚀	37710994	46605126	0.81
tpcds_q80/duckdb:vortex-file-compressed 🚀	54418683	72822692	0.75
tpcds_q81/duckdb:vortex-file-compressed 🚀	33690039	42697967	0.79
tpcds_q82/duckdb:vortex-file-compressed 🚀	20582362	31731235	0.65
tpcds_q83/duckdb:vortex-file-compressed 🚀	28935392	35397662	0.82
tpcds_q84/duckdb:vortex-file-compressed	24033026	22422528	1.07
tpcds_q85/duckdb:vortex-file-compressed	54103158	56728091	0.95
tpcds_q86/duckdb:vortex-file-compressed	21498346	20463597	1.05
tpcds_q87/duckdb:vortex-file-compressed	44261195	45710414	0.97
tpcds_q88/duckdb:vortex-file-compressed	39037836	41072201	0.95
tpcds_q89/duckdb:vortex-file-compressed 🚨	26335007	23652534	1.11
tpcds_q90/duckdb:vortex-file-compressed	15709974	15834225	0.99
tpcds_q91/duckdb:vortex-file-compressed	34735498	37242757	0.93
tpcds_q92/duckdb:vortex-file-compressed 🚨	25436061	17831261	1.43
tpcds_q93/duckdb:vortex-file-compressed	30688325	34055149	0.90
tpcds_q94/duckdb:vortex-file-compressed	30137041	28003482	1.08
tpcds_q95/duckdb:vortex-file-compressed 🚨	162270656	147238205	1.10
tpcds_q96/duckdb:vortex-file-compressed	14774229	13524197	1.09
tpcds_q97/duckdb:vortex-file-compressed 🚀	41566584	52594831	0.79
tpcds_q98/duckdb:vortex-file-compressed 🚀	20870732	28487179	0.73
tpcds_q99/duckdb:vortex-file-compressed 🚀	31390767	39226937	0.80

duckdb / vortex-compact (1.037x ➖, 17↑ 38↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚀	27837002	37802451	0.74
tpcds_q02/duckdb:vortex-compact 🚀	43845304	69032690	0.64
tpcds_q03/duckdb:vortex-compact 🚀	57940806	65885976	0.88
tpcds_q04/duckdb:vortex-compact	129687900	143875454	0.90
tpcds_q05/duckdb:vortex-compact 🚨	60334063	49554105	1.22
tpcds_q06/duckdb:vortex-compact 🚀	46142760	52191741	0.88
tpcds_q07/duckdb:vortex-compact 🚀	36678652	45744822	0.80
tpcds_q08/duckdb:vortex-compact 🚨	49774231	42219405	1.18
tpcds_q09/duckdb:vortex-compact	61751167	64055019	0.96
tpcds_q10/duckdb:vortex-compact 🚨	68317170	54271750	1.26
tpcds_q11/duckdb:vortex-compact 🚨	77278626	67289257	1.15
tpcds_q12/duckdb:vortex-compact 🚨	27182462	22943734	1.18
tpcds_q13/duckdb:vortex-compact 🚨	63366822	54322705	1.17
tpcds_q14/duckdb:vortex-compact	148114171	137634200	1.08
tpcds_q15/duckdb:vortex-compact 🚀	36189412	51495488	0.70
tpcds_q16/duckdb:vortex-compact	38073948	40096450	0.95
tpcds_q17/duckdb:vortex-compact 🚨	62378473	54935704	1.14
tpcds_q18/duckdb:vortex-compact	69010897	68074653	1.01
tpcds_q19/duckdb:vortex-compact 🚨	55699334	46338926	1.20
tpcds_q20/duckdb:vortex-compact	24614624	24581827	1.00
tpcds_q21/duckdb:vortex-compact 🚀	25130207	32466069	0.77
tpcds_q22/duckdb:vortex-compact 🚀	85458174	137351405	0.62
tpcds_q23/duckdb:vortex-compact	130492348	122541739	1.06
tpcds_q24/duckdb:vortex-compact 🚀	67119271	79133789	0.85
tpcds_q25/duckdb:vortex-compact 🚨	89641935	58144769	1.54
tpcds_q26/duckdb:vortex-compact	58014278	56387613	1.03
tpcds_q27/duckdb:vortex-compact	75724459	73678211	1.03
tpcds_q28/duckdb:vortex-compact	87154511	89537988	0.97
tpcds_q29/duckdb:vortex-compact	59504635	55603183	1.07
tpcds_q30/duckdb:vortex-compact 🚀	34533770	39049347	0.88
tpcds_q31/duckdb:vortex-compact 🚨	50306262	39941584	1.26
tpcds_q32/duckdb:vortex-compact	28805058	26307247	1.09
tpcds_q33/duckdb:vortex-compact	38640726	36754303	1.05
tpcds_q34/duckdb:vortex-compact 🚨	43380692	30572141	1.42
tpcds_q35/duckdb:vortex-compact	88901674	89304592	1.00
tpcds_q36/duckdb:vortex-compact 🚨	44875478	39296272	1.14
tpcds_q37/duckdb:vortex-compact 🚀	28859573	37071074	0.78
tpcds_q38/duckdb:vortex-compact 🚨	50772333	44334293	1.15
tpcds_q39/duckdb:vortex-compact 🚀	42366887	57641010	0.74
tpcds_q40/duckdb:vortex-compact	30235531	32123052	0.94
tpcds_q41/duckdb:vortex-compact	19156082	19963557	0.96
tpcds_q42/duckdb:vortex-compact 🚨	23751452	19383889	1.23
tpcds_q43/duckdb:vortex-compact	38517681	40729716	0.95
tpcds_q44/duckdb:vortex-compact	33482750	35223760	0.95
tpcds_q45/duckdb:vortex-compact 🚨	44124978	40006956	1.10
tpcds_q46/duckdb:vortex-compact 🚨	79878040	68362383	1.17
tpcds_q47/duckdb:vortex-compact	69376731	72124381	0.96
tpcds_q48/duckdb:vortex-compact	55398223	50938719	1.09
tpcds_q49/duckdb:vortex-compact 🚨	63337247	55736162	1.14
tpcds_q50/duckdb:vortex-compact	50726899	53302068	0.95
tpcds_q51/duckdb:vortex-compact	114978446	121133415	0.95
tpcds_q52/duckdb:vortex-compact 🚨	24412125	19995323	1.22
tpcds_q53/duckdb:vortex-compact 🚨	42020847	31949595	1.32
tpcds_q54/duckdb:vortex-compact	44302031	40274678	1.10
tpcds_q55/duckdb:vortex-compact 🚨	25296092	19412619	1.30
tpcds_q56/duckdb:vortex-compact 🚨	39386629	34350484	1.15
tpcds_q57/duckdb:vortex-compact 🚀	46556769	57282856	0.81
tpcds_q58/duckdb:vortex-compact	49030000	53146613	0.92
tpcds_q59/duckdb:vortex-compact 🚀	92555880	112800240	0.82
tpcds_q60/duckdb:vortex-compact 🚨	43459985	36540202	1.19
tpcds_q61/duckdb:vortex-compact 🚨	68215349	57747406	1.18
tpcds_q62/duckdb:vortex-compact 🚨	29506698	22854695	1.29
tpcds_q63/duckdb:vortex-compact 🚨	41476441	33139168	1.25
tpcds_q64/duckdb:vortex-compact	132823452	126288158	1.05
tpcds_q65/duckdb:vortex-compact	36097035	33679259	1.07
tpcds_q66/duckdb:vortex-compact	44915543	42172650	1.07
tpcds_q67/duckdb:vortex-compact	161420250	176430205	0.91
tpcds_q68/duckdb:vortex-compact 🚨	65043357	58643164	1.11
tpcds_q69/duckdb:vortex-compact 🚨	68436432	56376196	1.21
tpcds_q70/duckdb:vortex-compact	40510090	38953316	1.04
tpcds_q71/duckdb:vortex-compact 🚨	36741045	29579967	1.24
tpcds_q72/duckdb:vortex-compact	200105740	214195287	0.93
tpcds_q73/duckdb:vortex-compact 🚨	40913099	28727060	1.42
tpcds_q74/duckdb:vortex-compact 🚨	86675689	74226640	1.17
tpcds_q75/duckdb:vortex-compact	81425097	74295349	1.10
tpcds_q76/duckdb:vortex-compact 🚀	38282839	44991423	0.85
tpcds_q77/duckdb:vortex-compact	45453633	44248441	1.03
tpcds_q78/duckdb:vortex-compact	93151026	96571757	0.96
tpcds_q79/duckdb:vortex-compact	57116740	60318711	0.95
tpcds_q80/duckdb:vortex-compact 🚨	89153117	79939051	1.12
tpcds_q81/duckdb:vortex-compact	38698710	41408232	0.93
tpcds_q82/duckdb:vortex-compact	32733368	35797842	0.91
tpcds_q83/duckdb:vortex-compact 🚀	37766053	52275190	0.72
tpcds_q84/duckdb:vortex-compact 🚨	31359344	26816902	1.17
tpcds_q85/duckdb:vortex-compact	66513508	71775509	0.93
tpcds_q86/duckdb:vortex-compact 🚨	28308457	22667972	1.25
tpcds_q87/duckdb:vortex-compact	54570424	51430286	1.06
tpcds_q88/duckdb:vortex-compact	45036379	44466434	1.01
tpcds_q89/duckdb:vortex-compact 🚨	41840369	31009891	1.35
tpcds_q90/duckdb:vortex-compact	17644439	17833574	0.99
tpcds_q91/duckdb:vortex-compact	56459470	59644214	0.95
tpcds_q92/duckdb:vortex-compact 🚨	57469555	24386556	2.36
tpcds_q93/duckdb:vortex-compact 🚀	34171266	39591553	0.86
tpcds_q94/duckdb:vortex-compact 🚨	36388256	31520742	1.15
tpcds_q95/duckdb:vortex-compact 🚨	172836961	156463991	1.10
tpcds_q96/duckdb:vortex-compact 🚨	18402426	15083848	1.22
tpcds_q97/duckdb:vortex-compact	46090051	46827487	0.98
tpcds_q98/duckdb:vortex-compact	30654609	28162952	1.09
tpcds_q99/duckdb:vortex-compact	35626378	38774464	0.92

duckdb / parquet (0.896x ✅, 42↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	29288087	31777266	0.92
tpcds_q02/duckdb:parquet	24284320	25816945	0.94
tpcds_q03/duckdb:parquet 🚀	11331886	12819097	0.88
tpcds_q04/duckdb:parquet	168115498	183505399	0.92
tpcds_q05/duckdb:parquet 🚀	29632971	33312103	0.89
tpcds_q06/duckdb:parquet 🚀	28152815	31826034	0.88
tpcds_q07/duckdb:parquet	22057815	22195850	0.99
tpcds_q08/duckdb:parquet	27280203	30002998	0.91
tpcds_q09/duckdb:parquet	40056520	41857866	0.96
tpcds_q10/duckdb:parquet 🚀	33760137	38736719	0.87
tpcds_q11/duckdb:parquet	92096675	99643753	0.92
tpcds_q12/duckdb:parquet 🚀	14821612	19050107	0.78
tpcds_q13/duckdb:parquet 🚀	32936651	38764197	0.85
tpcds_q14/duckdb:parquet 🚀	101525197	117829851	0.86
tpcds_q15/duckdb:parquet 🚀	31541038	42437682	0.74
tpcds_q16/duckdb:parquet 🚀	22727347	28046356	0.81
tpcds_q17/duckdb:parquet 🚀	36248660	46606356	0.78
tpcds_q18/duckdb:parquet 🚀	47052585	54828780	0.86
tpcds_q19/duckdb:parquet 🚀	29192662	36236221	0.81
tpcds_q20/duckdb:parquet 🚀	15813177	18255726	0.87
tpcds_q21/duckdb:parquet 🚀	10253036	13928918	0.74
tpcds_q22/duckdb:parquet 🚀	74995120	93496204	0.80
tpcds_q23/duckdb:parquet	82320315	90799946	0.91
tpcds_q24/duckdb:parquet	47231806	49660760	0.95
tpcds_q25/duckdb:parquet	33965212	37403528	0.91
tpcds_q26/duckdb:parquet	37676353	40879196	0.92
tpcds_q27/duckdb:parquet	50256659	53671922	0.94
tpcds_q28/duckdb:parquet	37892078	41429566	0.91
tpcds_q29/duckdb:parquet	36097242	39885783	0.91
tpcds_q30/duckdb:parquet	36138215	39144813	0.92
tpcds_q31/duckdb:parquet	24568717	27289861	0.90
tpcds_q32/duckdb:parquet	11590205	12457536	0.93
tpcds_q33/duckdb:parquet 🚀	21287949	23948902	0.89
tpcds_q34/duckdb:parquet	20858283	22080937	0.94
tpcds_q35/duckdb:parquet 🚀	58956306	67576338	0.87
tpcds_q36/duckdb:parquet	19960621	21683856	0.92
tpcds_q37/duckdb:parquet 🚀	12578858	14864205	0.85
tpcds_q38/duckdb:parquet	34759540	38201807	0.91
tpcds_q39/duckdb:parquet 🚀	28880415	32627348	0.89
tpcds_q40/duckdb:parquet	18030652	20002112	0.90
tpcds_q41/duckdb:parquet	7932633	8691353	0.91
tpcds_q42/duckdb:parquet	10359305	10797916	0.96
tpcds_q43/duckdb:parquet	15395302	16368413	0.94
tpcds_q44/duckdb:parquet	23049286	24312344	0.95
tpcds_q45/duckdb:parquet 🚀	26207189	31869288	0.82
tpcds_q46/duckdb:parquet 🚀	46641125	52864267	0.88
tpcds_q47/duckdb:parquet 🚀	45070355	50144821	0.90
tpcds_q48/duckdb:parquet 🚀	29449055	32896724	0.90
tpcds_q49/duckdb:parquet	24951539	27643781	0.90
tpcds_q50/duckdb:parquet	24078281	25892742	0.93
tpcds_q51/duckdb:parquet	95612239	103233919	0.93
tpcds_q52/duckdb:parquet	11158809	11457904	0.97
tpcds_q53/duckdb:parquet	15140525	16799763	0.90
tpcds_q54/duckdb:parquet	26443044	27995696	0.94
tpcds_q55/duckdb:parquet	10035868	10991360	0.91
tpcds_q56/duckdb:parquet	21909328	24178726	0.91
tpcds_q57/duckdb:parquet	35498326	38372243	0.93
tpcds_q58/duckdb:parquet	22541268	24600202	0.92
tpcds_q59/duckdb:parquet	35753907	37911199	0.94
tpcds_q60/duckdb:parquet 🚀	21716011	24730886	0.88
tpcds_q61/duckdb:parquet	30851170	33557992	0.92
tpcds_q62/duckdb:parquet	12699537	13452275	0.94
tpcds_q63/duckdb:parquet	14113508	15521271	0.91
tpcds_q64/duckdb:parquet 🚀	76178581	85025021	0.90
tpcds_q65/duckdb:parquet	21458371	22308927	0.96
tpcds_q66/duckdb:parquet	28085316	29671230	0.95
tpcds_q67/duckdb:parquet 🚀	143134002	159091927	0.90
tpcds_q68/duckdb:parquet	37302899	40032551	0.93
tpcds_q69/duckdb:parquet	37077372	40425802	0.92
tpcds_q70/duckdb:parquet	20209420	21027170	0.96
tpcds_q71/duckdb:parquet	19517096	20686968	0.94
tpcds_q72/duckdb:parquet	165770395	183665168	0.90
tpcds_q73/duckdb:parquet 🚀	17726356	20614409	0.86
tpcds_q74/duckdb:parquet	129428667	137223543	0.94
tpcds_q75/duckdb:parquet 🚀	52993178	59050858	0.90
tpcds_q76/duckdb:parquet 🚀	19577078	23140240	0.85
tpcds_q77/duckdb:parquet	22246774	24331717	0.91
tpcds_q78/duckdb:parquet 🚀	76077007	89428133	0.85
tpcds_q79/duckdb:parquet 🚀	27802409	31105711	0.89
tpcds_q80/duckdb:parquet	42872352	45899410	0.93
tpcds_q81/duckdb:parquet 🚀	32072671	36761741	0.87
tpcds_q82/duckdb:parquet	13992998	15386813	0.91
tpcds_q83/duckdb:parquet	17146094	18135451	0.95
tpcds_q84/duckdb:parquet 🚀	18923098	22109297	0.86
tpcds_q85/duckdb:parquet 🚀	39268382	49805496	0.79
tpcds_q86/duckdb:parquet 🚀	13192852	15289963	0.86
tpcds_q87/duckdb:parquet 🚀	37329259	42280402	0.88
tpcds_q88/duckdb:parquet	49371417	51902495	0.95
tpcds_q89/duckdb:parquet 🚀	16282382	18633937	0.87
tpcds_q90/duckdb:parquet 🚀	7509325	8473256	0.89
tpcds_q91/duckdb:parquet 🚀	22305595	25393076	0.88
tpcds_q92/duckdb:parquet	12849947	14250364	0.90
tpcds_q93/duckdb:parquet 🚀	30678242	34759107	0.88
tpcds_q94/duckdb:parquet	16824797	18667700	0.90
tpcds_q95/duckdb:parquet 🚀	130328859	157242113	0.83
tpcds_q96/duckdb:parquet	8814721	9781165	0.90
tpcds_q97/duckdb:parquet 🚀	35612606	39664796	0.90
tpcds_q98/duckdb:parquet	17771868	19359906	0.92
tpcds_q99/duckdb:parquet	19959424	21149129	0.94

duckdb / duckdb (0.906x ➖, 38↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb 🚀	20216152	24395563	0.83
tpcds_q02/duckdb:duckdb	19443259	20700271	0.94
tpcds_q03/duckdb:duckdb	9344386	10102901	0.92
tpcds_q04/duckdb:duckdb	177227819	190766902	0.93
tpcds_q05/duckdb:duckdb	20596081	20618275	1.00
tpcds_q06/duckdb:duckdb	25937339	27732188	0.94
tpcds_q07/duckdb:duckdb	40762835	43072881	0.95
tpcds_q08/duckdb:duckdb	121564958	123371247	0.99
tpcds_q09/duckdb:duckdb	20467787	21055632	0.97
tpcds_q10/duckdb:duckdb	25699537	26855842	0.96
tpcds_q11/duckdb:duckdb	93867371	101323212	0.93
tpcds_q12/duckdb:duckdb 🚀	11925573	13412170	0.89
tpcds_q13/duckdb:duckdb	25551835	26201263	0.98
tpcds_q14/duckdb:duckdb	93620234	100406694	0.93
tpcds_q15/duckdb:duckdb 🚀	25909439	29516707	0.88
tpcds_q16/duckdb:duckdb	19207696	20479665	0.94
tpcds_q17/duckdb:duckdb 🚀	22987163	26519706	0.87
tpcds_q18/duckdb:duckdb 🚀	46473161	56027601	0.83
tpcds_q19/duckdb:duckdb 🚀	17399331	22746645	0.76
tpcds_q20/duckdb:duckdb 🚀	12740484	16736621	0.76
tpcds_q21/duckdb:duckdb	8881036	8681120	1.02
tpcds_q22/duckdb:duckdb 🚀	64628039	111424145	0.58
tpcds_q23/duckdb:duckdb 🚀	80245519	90031418	0.89
tpcds_q24/duckdb:duckdb 🚀	25342206	31152680	0.81
tpcds_q25/duckdb:duckdb 🚀	18032028	21303504	0.85
tpcds_q26/duckdb:duckdb 🚀	27692345	34985918	0.79
tpcds_q27/duckdb:duckdb 🚀	41217208	48577606	0.85
tpcds_q28/duckdb:duckdb	22314131	23938341	0.93
tpcds_q29/duckdb:duckdb	22751062	23376683	0.97
tpcds_q30/duckdb:duckdb	30866699	32828633	0.94
tpcds_q31/duckdb:duckdb 🚀	51340658	57478476	0.89
tpcds_q32/duckdb:duckdb	7729148	8462899	0.91
tpcds_q33/duckdb:duckdb	13279620	14146096	0.94
tpcds_q34/duckdb:duckdb	15263527	16611035	0.92
tpcds_q35/duckdb:duckdb	34057236	35319482	0.96
tpcds_q36/duckdb:duckdb 🚀	75668130	85501262	0.88
tpcds_q37/duckdb:duckdb 🚀	8341255	9786695	0.85
tpcds_q38/duckdb:duckdb 🚀	32632190	38914145	0.84
tpcds_q39/duckdb:duckdb 🚀	26681040	31681725	0.84
tpcds_q40/duckdb:duckdb 🚀	14220737	18755248	0.76
tpcds_q41/duckdb:duckdb 🚀	8929458	11013680	0.81
tpcds_q42/duckdb:duckdb 🚀	6949846	8614531	0.81
tpcds_q43/duckdb:duckdb	12625342	12758902	0.99
tpcds_q44/duckdb:duckdb 🚀	13886764	15985417	0.87
tpcds_q45/duckdb:duckdb	18948791	20385005	0.93
tpcds_q46/duckdb:duckdb	38882095	42854582	0.91
tpcds_q47/duckdb:duckdb	41851552	44750027	0.94
tpcds_q48/duckdb:duckdb	24145942	24549018	0.98
tpcds_q49/duckdb:duckdb	18082148	18241626	0.99
tpcds_q50/duckdb:duckdb	15158696	15532459	0.98
tpcds_q51/duckdb:duckdb	96779188	100378203	0.96
tpcds_q52/duckdb:duckdb	7657546	8224604	0.93
tpcds_q53/duckdb:duckdb	14397114	14117769	1.02
tpcds_q54/duckdb:duckdb	17797909	18944970	0.94
tpcds_q55/duckdb:duckdb	7399016	8101308	0.91
tpcds_q56/duckdb:duckdb	14435946	15674967	0.92
tpcds_q57/duckdb:duckdb 🚀	33289869	40508692	0.82
tpcds_q58/duckdb:duckdb 🚀	13044323	16031824	0.81
tpcds_q59/duckdb:duckdb 🚀	36686532	40885583	0.90
tpcds_q60/duckdb:duckdb 🚀	15658675	19678747	0.80
tpcds_q61/duckdb:duckdb 🚀	15398284	17471001	0.88
tpcds_q62/duckdb:duckdb 🚀	10006126	12172839	0.82
tpcds_q63/duckdb:duckdb 🚀	13113148	15475403	0.85
tpcds_q64/duckdb:duckdb 🚀	55877094	67460228	0.83
tpcds_q65/duckdb:duckdb	35133936	38935142	0.90
tpcds_q66/duckdb:duckdb	26806807	29303121	0.91
tpcds_q67/duckdb:duckdb 🚀	131691197	175651331	0.75
tpcds_q68/duckdb:duckdb 🚀	25828720	28715180	0.90
tpcds_q69/duckdb:duckdb	26291093	28074714	0.94
tpcds_q70/duckdb:duckdb	16298560	16735450	0.97
tpcds_q71/duckdb:duckdb 🚀	13392243	15449571	0.87
tpcds_q72/duckdb:duckdb 🚀	43432444	48369017	0.90
tpcds_q73/duckdb:duckdb	11683082	12384684	0.94
tpcds_q74/duckdb:duckdb	149339312	161178600	0.93
tpcds_q75/duckdb:duckdb	44046463	47213886	0.93
tpcds_q76/duckdb:duckdb	12964813	13405038	0.97
tpcds_q77/duckdb:duckdb	13369959	13181078	1.01
tpcds_q78/duckdb:duckdb 🚀	62707798	70287348	0.89
tpcds_q79/duckdb:duckdb	19656700	20786019	0.95
tpcds_q80/duckdb:duckdb 🚀	29724771	33664655	0.88
tpcds_q81/duckdb:duckdb	41491623	43796959	0.95
tpcds_q82/duckdb:duckdb	9395622	9068757	1.04
tpcds_q83/duckdb:duckdb	9941355	10282929	0.97
tpcds_q84/duckdb:duckdb	14505202	15340092	0.95
tpcds_q85/duckdb:duckdb	26052173	28283143	0.92
tpcds_q86/duckdb:duckdb	11301335	11679306	0.97
tpcds_q87/duckdb:duckdb	35630283	37308561	0.96
tpcds_q88/duckdb:duckdb	26804968	26100343	1.03
tpcds_q89/duckdb:duckdb	14867332	15725527	0.95
tpcds_q90/duckdb:duckdb	6348522	6468993	0.98
tpcds_q91/duckdb:duckdb	13667171	13758934	0.99
tpcds_q92/duckdb:duckdb	9245899	10005467	0.92
tpcds_q93/duckdb:duckdb	23883187	25740560	0.93
tpcds_q94/duckdb:duckdb	13384429	14621136	0.92
tpcds_q95/duckdb:duckdb 🚀	112918867	133125423	0.85
tpcds_q96/duckdb:duckdb	4988681	5070495	0.98
tpcds_q97/duckdb:duckdb 🚀	31384903	35444283	0.89
tpcds_q98/duckdb:duckdb	15005429	15489707	0.97
tpcds_q99/duckdb:duckdb	17242253	17934615	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-7.5%	-11.5%	+4.5%	+11.2%	➖ noise
1	datafusion:vortex-file-compressed	-17.8%	-11.5%	-7.1%	+12.1%	➖ noise
1	duckdb:duckdb	-17.1%	-11.5%	-6.3%	+14.5%	➖ noise
1	duckdb:vortex-compact	-26.4%	-11.5%	-16.8%	+12.3%	✅ faster
1	duckdb:vortex-file-compressed	-7.9%	-11.5%	+4.1%	+11.2%	➖ noise
2	datafusion:vortex-compact	-10.0%	-5.4%	-4.8%	+11.2%	➖ noise
2	datafusion:vortex-file-compressed	-20.1%	-5.4%	-15.6%	+11.2%	✅ faster
2	duckdb:duckdb	-6.1%	-5.4%	-0.7%	+11.2%	➖ noise
2	duckdb:vortex-compact	-36.5%	-5.4%	-32.9%	+27.9%	✅ faster
2	duckdb:vortex-file-compressed	-25.1%	-5.4%	-20.9%	+35.8%	➖ noise
3	datafusion:vortex-compact	-17.0%	-10.9%	-6.8%	+11.2%	➖ noise
3	datafusion:vortex-file-compressed	-17.3%	-10.9%	-7.2%	+14.1%	➖ noise
3	duckdb:duckdb	-7.5%	-10.9%	+3.8%	+13.4%	➖ noise
3	duckdb:vortex-compact	-12.1%	-10.9%	-1.3%	+11.2%	➖ noise
3	duckdb:vortex-file-compressed	-3.9%	-10.9%	+7.8%	+11.2%	➖ noise
4	datafusion:vortex-compact	-26.3%	-14.8%	-13.4%	+11.2%	✅ faster
4	datafusion:vortex-file-compressed	-26.0%	-14.8%	-13.1%	+11.2%	✅ faster
4	duckdb:duckdb	-7.1%	-14.8%	+9.1%	+11.2%	➖ noise
4	duckdb:vortex-compact	-9.9%	-14.8%	+5.8%	+11.2%	➖ noise
4	duckdb:vortex-file-compressed	-2.8%	-14.8%	+14.1%	+12.4%	🚨 regression
5	datafusion:vortex-compact	-18.1%	-20.0%	+2.4%	+11.2%	➖ noise
5	datafusion:vortex-file-compressed	-25.9%	-20.0%	-7.4%	+14.4%	➖ noise
5	duckdb:duckdb	-0.1%	-20.0%	+24.8%	+16.7%	🚨 regression
5	duckdb:vortex-compact	+21.8%	-20.0%	+52.2%	+14.6%	🚨 regression
5	duckdb:vortex-file-compressed	+9.6%	-20.0%	+36.9%	+14.5%	🚨 regression
6	datafusion:vortex-compact	-17.8%	-12.1%	-6.5%	+11.2%	➖ noise
6	datafusion:vortex-file-compressed	-29.3%	-12.1%	-19.6%	+11.2%	✅ faster
6	duckdb:duckdb	-6.5%	-12.1%	+6.4%	+16.5%	➖ noise
6	duckdb:vortex-compact	-11.6%	-12.1%	+0.6%	+11.2%	➖ noise
6	duckdb:vortex-file-compressed	-4.0%	-12.1%	+9.2%	+11.2%	➖ noise
7	datafusion:vortex-compact	-6.2%	-6.9%	+0.7%	+11.2%	➖ noise
7	datafusion:vortex-file-compressed	-27.5%	-6.9%	-22.1%	+11.2%	✅ faster
7	duckdb:duckdb	-5.4%	-6.9%	+1.7%	+16.4%	➖ noise
7	duckdb:vortex-compact	-19.8%	-6.9%	-13.8%	+11.2%	✅ faster
7	duckdb:vortex-file-compressed	-8.0%	-6.9%	-1.1%	+11.2%	➖ noise
8	datafusion:vortex-compact	-19.6%	-8.9%	-11.8%	+11.2%	✅ faster
8	datafusion:vortex-file-compressed	-24.2%	-8.9%	-16.8%	+11.2%	✅ faster
8	duckdb:duckdb	-1.5%	-8.9%	+8.2%	+11.2%	➖ noise
8	duckdb:vortex-compact	+17.9%	-8.9%	+29.4%	+12.0%	🚨 regression
8	duckdb:vortex-file-compressed	-2.8%	-8.9%	+6.6%	+12.2%	➖ noise
9	datafusion:vortex-compact	-16.3%	-5.2%	-11.7%	+11.2%	✅ faster
9	datafusion:vortex-file-compressed	-19.0%	-5.2%	-14.5%	+11.2%	✅ faster
9	duckdb:duckdb	-2.8%	-5.2%	+2.6%	+11.2%	➖ noise
9	duckdb:vortex-compact	-3.6%	-5.2%	+1.7%	+11.2%	➖ noise
9	duckdb:vortex-file-compressed	-8.5%	-5.2%	-3.4%	+15.2%	➖ noise
10	datafusion:vortex-compact	-24.8%	-11.4%	-15.1%	+11.2%	✅ faster
10	datafusion:vortex-file-compressed	-28.3%	-11.4%	-19.1%	+11.2%	✅ faster
10	duckdb:duckdb	-4.3%	-11.4%	+8.0%	+11.4%	➖ noise
10	duckdb:vortex-compact	+25.9%	-11.4%	+42.1%	+11.2%	🚨 regression
10	duckdb:vortex-file-compressed	+7.5%	-11.4%	+21.4%	+13.3%	🚨 regression
11	datafusion:vortex-compact	-13.8%	-10.2%	-4.0%	+13.3%	➖ noise
11	datafusion:vortex-file-compressed	-22.0%	-10.2%	-13.2%	+11.2%	✅ faster
11	duckdb:duckdb	-7.4%	-10.2%	+3.2%	+11.2%	➖ noise
11	duckdb:vortex-compact	+14.8%	-10.2%	+27.9%	+11.2%	🚨 regression
11	duckdb:vortex-file-compressed	+3.2%	-10.2%	+15.0%	+11.2%	🚨 regression
12	datafusion:vortex-compact	-19.3%	-16.8%	-2.9%	+12.2%	➖ noise
12	datafusion:vortex-file-compressed	-19.6%	-16.8%	-3.3%	+12.9%	➖ noise
12	duckdb:duckdb	-11.1%	-16.8%	+6.9%	+12.4%	➖ noise
12	duckdb:vortex-compact	+18.5%	-16.8%	+42.5%	+11.2%	🚨 regression
12	duckdb:vortex-file-compressed	-5.2%	-16.8%	+14.0%	+11.2%	🚨 regression
13	datafusion:vortex-compact	-7.5%	-12.3%	+5.4%	+11.2%	➖ noise
13	datafusion:vortex-file-compressed	-19.3%	-12.3%	-8.1%	+11.2%	➖ noise
13	duckdb:duckdb	-2.5%	-12.3%	+11.1%	+11.2%	➖ noise
13	duckdb:vortex-compact	+16.6%	-12.3%	+32.9%	+11.2%	🚨 regression
13	duckdb:vortex-file-compressed	-1.5%	-12.3%	+12.3%	+11.2%	🚨 regression
14	datafusion:vortex-compact	-20.6%	-14.2%	-7.5%	+11.2%	➖ noise
14	datafusion:vortex-file-compressed	-16.2%	-14.2%	-2.3%	+11.2%	➖ noise
14	duckdb:duckdb	-6.8%	-14.2%	+8.7%	+11.2%	➖ noise
14	duckdb:vortex-compact	+7.6%	-14.2%	+25.5%	+11.2%	🚨 regression
14	duckdb:vortex-file-compressed	-5.8%	-14.2%	+9.8%	+11.2%	➖ noise
15	datafusion:vortex-compact	-27.7%	-24.1%	-4.7%	+15.8%	➖ noise
15	datafusion:vortex-file-compressed	-19.2%	-24.1%	+6.4%	+14.9%	➖ noise
15	duckdb:duckdb	-12.2%	-24.1%	+15.6%	+15.8%	➖ noise
15	duckdb:vortex-compact	-29.7%	-24.1%	-7.4%	+14.8%	➖ noise
15	duckdb:vortex-file-compressed	-38.1%	-24.1%	-18.5%	+12.2%	✅ faster
16	datafusion:vortex-compact	-8.2%	-12.3%	+4.7%	+14.3%	➖ noise
16	datafusion:vortex-file-compressed	-22.5%	-12.3%	-11.6%	+12.7%	✅ faster
16	duckdb:duckdb	-6.2%	-12.3%	+7.0%	+12.8%	➖ noise
16	duckdb:vortex-compact	-5.0%	-12.3%	+8.3%	+11.2%	➖ noise
16	duckdb:vortex-file-compressed	-3.9%	-12.3%	+9.5%	+11.2%	➖ noise
17	datafusion:vortex-compact	-11.1%	-16.7%	+6.7%	+11.2%	➖ noise
17	datafusion:vortex-file-compressed	-20.9%	-16.7%	-5.1%	+11.4%	➖ noise
17	duckdb:duckdb	-13.3%	-16.7%	+4.0%	+12.2%	➖ noise
17	duckdb:vortex-compact	+13.5%	-16.7%	+36.2%	+11.2%	🚨 regression
17	duckdb:vortex-file-compressed	+11.8%	-16.7%	+34.1%	+11.2%	🚨 regression
18	datafusion:vortex-compact	-13.6%	-13.9%	+0.4%	+11.2%	➖ noise
18	datafusion:vortex-file-compressed	-31.6%	-13.9%	-20.6%	+11.2%	✅ faster
18	duckdb:duckdb	-17.1%	-13.9%	-3.6%	+12.3%	➖ noise
18	duckdb:vortex-compact	+1.4%	-13.9%	+17.8%	+11.2%	🚨 regression
18	duckdb:vortex-file-compressed	+1.6%	-13.9%	+18.0%	+11.2%	🚨 regression
19	datafusion:vortex-compact	-12.2%	-14.6%	+2.8%	+11.2%	➖ noise
19	datafusion:vortex-file-compressed	-33.3%	-14.6%	-21.9%	+11.2%	✅ faster
19	duckdb:duckdb	-23.5%	-14.6%	-10.5%	+11.2%	✅ faster
19	duckdb:vortex-compact	+20.2%	-14.6%	+40.7%	+11.9%	🚨 regression
19	duckdb:vortex-file-compressed	-8.1%	-14.6%	+7.5%	+21.2%	➖ noise
20	datafusion:vortex-compact	-11.7%	-14.8%	+3.7%	+11.2%	➖ noise
20	datafusion:vortex-file-compressed	-33.4%	-14.8%	-21.8%	+11.2%	✅ faster
20	duckdb:duckdb	-23.9%	-14.8%	-10.6%	+11.2%	✅ faster
20	duckdb:vortex-compact	+0.1%	-14.8%	+17.6%	+12.6%	🚨 regression
20	duckdb:vortex-file-compressed	+2.8%	-14.8%	+20.7%	+11.2%	🚨 regression
21	datafusion:vortex-compact	-16.5%	-17.2%	+0.9%	+14.4%	➖ noise
21	datafusion:vortex-file-compressed	-26.0%	-17.2%	-10.6%	+13.4%	➖ noise
21	duckdb:duckdb	+2.3%	-17.2%	+23.6%	+24.0%	➖ noise
21	duckdb:vortex-compact	-22.6%	-17.2%	-6.5%	+12.9%	➖ noise
21	duckdb:vortex-file-compressed	-7.6%	-17.2%	+11.6%	+15.8%	➖ noise
22	datafusion:vortex-compact	-21.8%	-14.2%	-8.8%	+15.4%	➖ noise
22	datafusion:vortex-file-compressed	-9.7%	-14.2%	+5.2%	+16.7%	➖ noise
22	duckdb:duckdb	-42.0%	-14.2%	-32.4%	+16.1%	✅ faster
22	duckdb:vortex-compact	-37.8%	-14.2%	-27.5%	+15.8%	✅ faster
22	duckdb:vortex-file-compressed	-35.4%	-14.2%	-24.7%	+16.3%	✅ faster
23	datafusion:vortex-compact	-18.1%	-11.6%	-7.3%	+11.2%	➖ noise
23	datafusion:vortex-file-compressed	-11.9%	-11.6%	-0.4%	+11.2%	➖ noise
23	duckdb:duckdb	-10.9%	-11.6%	+0.8%	+15.7%	➖ noise
23	duckdb:vortex-compact	+6.5%	-11.6%	+20.4%	+11.2%	🚨 regression
23	duckdb:vortex-file-compressed	-12.5%	-11.6%	-1.1%	+11.2%	➖ noise
24	datafusion:vortex-compact	-26.7%	-9.4%	-19.1%	+11.2%	✅ faster
24	datafusion:vortex-file-compressed	-13.8%	-9.4%	-4.9%	+11.2%	➖ noise
24	duckdb:duckdb	-18.7%	-9.4%	-10.2%	+11.2%	✅ faster
24	duckdb:vortex-compact	-15.2%	-9.4%	-6.4%	+11.2%	➖ noise
24	duckdb:vortex-file-compressed	-18.4%	-9.4%	-10.0%	+11.2%	➖ noise
25	datafusion:vortex-compact	-9.6%	-7.9%	-1.8%	+14.5%	➖ noise
25	datafusion:vortex-file-compressed	-14.5%	-7.9%	-7.2%	+11.2%	➖ noise
25	duckdb:duckdb	-15.4%	-7.9%	-8.1%	+11.7%	➖ noise
25	duckdb:vortex-compact	+54.2%	-7.9%	+67.4%	+11.2%	🚨 regression
25	duckdb:vortex-file-compressed	+24.2%	-7.9%	+34.8%	+11.2%	🚨 regression
26	datafusion:vortex-compact	-20.7%	-13.9%	-7.9%	+11.2%	➖ noise
26	datafusion:vortex-file-compressed	-16.3%	-13.9%	-2.8%	+11.2%	➖ noise
26	duckdb:duckdb	-20.8%	-13.9%	-8.1%	+12.8%	➖ noise
26	duckdb:vortex-compact	+2.9%	-13.9%	+19.5%	+15.1%	🚨 regression
26	duckdb:vortex-file-compressed	+2.6%	-13.9%	+19.2%	+13.1%	🚨 regression
27	datafusion:vortex-compact	-20.7%	-10.2%	-11.6%	+11.2%	✅ faster
27	datafusion:vortex-file-compressed	-17.0%	-10.2%	-7.5%	+11.2%	➖ noise
27	duckdb:duckdb	-15.2%	-10.2%	-5.5%	+15.2%	➖ noise
27	duckdb:vortex-compact	+2.8%	-10.2%	+14.5%	+11.2%	🚨 regression
27	duckdb:vortex-file-compressed	-15.5%	-10.2%	-5.9%	+15.8%	➖ noise
28	datafusion:vortex-compact	-5.8%	-8.6%	+3.1%	+11.2%	➖ noise
28	datafusion:vortex-file-compressed	-10.6%	-8.6%	-2.1%	+11.2%	➖ noise
28	duckdb:duckdb	-6.8%	-8.6%	+2.0%	+17.8%	➖ noise
28	duckdb:vortex-compact	-2.7%	-8.6%	+6.5%	+11.2%	➖ noise
28	duckdb:vortex-file-compressed	-10.4%	-8.6%	-2.0%	+11.2%	➖ noise
29	datafusion:vortex-compact	-9.5%	-9.4%	-0.1%	+11.2%	➖ noise
29	datafusion:vortex-file-compressed	-22.4%	-9.4%	-14.4%	+11.2%	✅ faster
29	duckdb:duckdb	-2.7%	-9.4%	+7.4%	+11.2%	➖ noise
29	duckdb:vortex-compact	+7.0%	-9.4%	+18.1%	+11.2%	🚨 regression
29	duckdb:vortex-file-compressed	+13.8%	-9.4%	+25.6%	+11.9%	🚨 regression
30	datafusion:vortex-compact	-13.7%	-10.3%	-3.8%	+17.0%	➖ noise
30	datafusion:vortex-file-compressed	-28.1%	-10.3%	-19.8%	+11.9%	✅ faster
30	duckdb:duckdb	-6.0%	-10.3%	+4.8%	+11.2%	➖ noise
30	duckdb:vortex-compact	-11.6%	-10.3%	-1.4%	+18.8%	➖ noise
30	duckdb:vortex-file-compressed	-10.0%	-10.3%	+0.4%	+11.2%	➖ noise
31	datafusion:vortex-compact	-11.8%	-10.0%	-2.0%	+11.2%	➖ noise
31	datafusion:vortex-file-compressed	-23.8%	-10.0%	-15.3%	+11.2%	✅ faster
31	duckdb:duckdb	-10.7%	-10.0%	-0.7%	+14.9%	➖ noise
31	duckdb:vortex-compact	+25.9%	-10.0%	+40.0%	+11.2%	🚨 regression
31	duckdb:vortex-file-compressed	+2.9%	-10.0%	+14.3%	+11.2%	🚨 regression
32	datafusion:vortex-compact	-10.1%	-9.9%	-0.2%	+11.2%	➖ noise
32	datafusion:vortex-file-compressed	-31.3%	-9.9%	-23.7%	+11.2%	✅ faster
32	duckdb:duckdb	-8.7%	-9.9%	+1.4%	+18.5%	➖ noise
32	duckdb:vortex-compact	+9.5%	-9.9%	+21.6%	+11.2%	🚨 regression
32	duckdb:vortex-file-compressed	-17.3%	-9.9%	-8.2%	+11.2%	➖ noise
33	datafusion:vortex-compact	-11.7%	-12.8%	+1.3%	+11.2%	➖ noise
33	datafusion:vortex-file-compressed	-24.8%	-12.8%	-13.7%	+11.2%	✅ faster
33	duckdb:duckdb	-6.1%	-12.8%	+7.7%	+11.2%	➖ noise
33	duckdb:vortex-compact	+5.1%	-12.8%	+20.6%	+11.2%	🚨 regression
33	duckdb:vortex-file-compressed	-1.2%	-12.8%	+13.3%	+26.1%	➖ noise
34	datafusion:vortex-compact	-11.7%	-15.5%	+4.6%	+11.2%	➖ noise
34	datafusion:vortex-file-compressed	-33.2%	-15.5%	-20.9%	+11.2%	✅ faster
34	duckdb:duckdb	-8.1%	-15.5%	+8.8%	+11.2%	➖ noise
34	duckdb:vortex-compact	+41.9%	-15.5%	+68.0%	+11.2%	🚨 regression
34	duckdb:vortex-file-compressed	+15.9%	-15.5%	+37.2%	+12.6%	🚨 regression
35	datafusion:vortex-compact	-18.0%	-10.6%	-8.3%	+11.2%	➖ noise
35	datafusion:vortex-file-compressed	-28.7%	-10.6%	-20.2%	+11.2%	✅ faster
35	duckdb:duckdb	-3.6%	-10.6%	+7.9%	+12.3%	➖ noise
35	duckdb:vortex-compact	-0.5%	-10.6%	+11.4%	+11.2%	🚨 regression
35	duckdb:vortex-file-compressed	-6.0%	-10.6%	+5.2%	+11.2%	➖ noise
36	datafusion:vortex-compact	-12.0%	-18.0%	+7.3%	+11.2%	➖ noise
36	datafusion:vortex-file-compressed	-31.8%	-18.0%	-16.8%	+11.2%	✅ faster
36	duckdb:duckdb	-11.5%	-18.0%	+7.9%	+11.2%	➖ noise
36	duckdb:vortex-compact	+14.2%	-18.0%	+39.2%	+11.2%	🚨 regression
36	duckdb:vortex-file-compressed	-15.8%	-18.0%	+2.6%	+11.6%	➖ noise
37	datafusion:vortex-compact	-12.0%	-17.8%	+7.1%	+11.2%	➖ noise
37	datafusion:vortex-file-compressed	-30.1%	-17.8%	-14.9%	+11.2%	✅ faster
37	duckdb:duckdb	-14.8%	-17.8%	+3.7%	+11.2%	➖ noise
37	duckdb:vortex-compact	-22.2%	-17.8%	-5.2%	+11.5%	➖ noise
37	duckdb:vortex-file-compressed	-33.7%	-17.8%	-19.3%	+11.2%	✅ faster
38	datafusion:vortex-compact	-9.8%	-9.7%	-0.2%	+11.2%	➖ noise
38	datafusion:vortex-file-compressed	-25.8%	-9.7%	-17.9%	+11.2%	✅ faster
38	duckdb:duckdb	-16.1%	-9.7%	-7.2%	+15.5%	➖ noise
38	duckdb:vortex-compact	+14.5%	-9.7%	+26.8%	+17.2%	🚨 regression
38	duckdb:vortex-file-compressed	+1.9%	-9.7%	+12.8%	+16.5%	➖ noise
39	datafusion:vortex-compact	-14.4%	-20.8%	+8.1%	+11.7%	➖ noise
39	datafusion:vortex-file-compressed	-18.5%	-20.8%	+2.9%	+16.0%	➖ noise
39	duckdb:duckdb	-15.8%	-20.8%	+6.3%	+21.0%	➖ noise
39	duckdb:vortex-compact	-26.5%	-20.8%	-7.2%	+11.2%	➖ noise
39	duckdb:vortex-file-compressed	-18.3%	-20.8%	+3.1%	+22.3%	➖ noise
40	datafusion:vortex-compact	-15.7%	-11.0%	-5.3%	+11.2%	➖ noise
40	datafusion:vortex-file-compressed	-22.4%	-11.0%	-12.9%	+11.2%	✅ faster
40	duckdb:duckdb	-24.2%	-11.0%	-14.8%	+13.5%	✅ faster
40	duckdb:vortex-compact	-5.9%	-11.0%	+5.7%	+11.2%	➖ noise
40	duckdb:vortex-file-compressed	-17.6%	-11.0%	-7.4%	+13.6%	➖ noise
41	datafusion:vortex-compact	-2.8%	-12.4%	+10.9%	+11.2%	➖ noise
41	datafusion:vortex-file-compressed	-14.8%	-12.4%	-2.8%	+11.2%	➖ noise
41	duckdb:duckdb	-18.9%	-12.4%	-7.5%	+11.2%	➖ noise
41	duckdb:vortex-compact	-4.0%	-12.4%	+9.5%	+11.2%	➖ noise
41	duckdb:vortex-file-compressed	-11.1%	-12.4%	+1.4%	+11.2%	➖ noise
42	datafusion:vortex-compact	-10.8%	-8.1%	-2.9%	+11.2%	➖ noise
42	datafusion:vortex-file-compressed	-22.0%	-8.1%	-15.1%	+14.3%	✅ faster
42	duckdb:duckdb	-19.3%	-8.1%	-12.2%	+11.2%	✅ faster
42	duckdb:vortex-compact	+22.5%	-8.1%	+33.4%	+12.4%	🚨 regression
42	duckdb:vortex-file-compressed	-0.3%	-8.1%	+8.6%	+22.8%	➖ noise
43	datafusion:vortex-compact	-10.3%	-6.9%	-3.7%	+11.2%	➖ noise
43	datafusion:vortex-file-compressed	-19.2%	-6.9%	-13.2%	+11.2%	✅ faster
43	duckdb:duckdb	-1.0%	-6.9%	+6.3%	+11.2%	➖ noise
43	duckdb:vortex-compact	-5.4%	-6.9%	+1.6%	+11.2%	➖ noise
43	duckdb:vortex-file-compressed	-26.6%	-6.9%	-21.2%	+11.2%	✅ faster
44	datafusion:vortex-compact	-8.4%	-12.0%	+4.1%	+11.2%	➖ noise
44	datafusion:vortex-file-compressed	-20.0%	-12.0%	-9.0%	+11.2%	➖ noise
44	duckdb:duckdb	-13.1%	-12.0%	-1.3%	+26.4%	➖ noise
44	duckdb:vortex-compact	-4.9%	-12.0%	+8.0%	+11.7%	➖ noise
44	duckdb:vortex-file-compressed	-4.7%	-12.0%	+8.3%	+11.2%	➖ noise
45	datafusion:vortex-compact	-10.4%	-17.0%	+8.0%	+16.3%	➖ noise
45	datafusion:vortex-file-compressed	-14.6%	-17.0%	+2.9%	+11.2%	➖ noise
45	duckdb:duckdb	-7.0%	-17.0%	+12.0%	+11.9%	🚨 regression
45	duckdb:vortex-compact	+10.3%	-17.0%	+32.9%	+11.2%	🚨 regression
45	duckdb:vortex-file-compressed	-4.9%	-17.0%	+14.7%	+11.2%	🚨 regression
46	datafusion:vortex-compact	-15.4%	-15.7%	+0.4%	+11.2%	➖ noise
46	datafusion:vortex-file-compressed	-17.7%	-15.7%	-2.3%	+14.9%	➖ noise
46	duckdb:duckdb	-9.3%	-15.7%	+7.7%	+11.6%	➖ noise
46	duckdb:vortex-compact	+16.8%	-15.7%	+38.7%	+11.2%	🚨 regression
46	duckdb:vortex-file-compressed	+3.8%	-15.7%	+23.1%	+11.2%	🚨 regression
47	datafusion:vortex-compact	-15.1%	-14.0%	-1.3%	+11.2%	➖ noise
47	datafusion:vortex-file-compressed	-19.2%	-14.0%	-6.0%	+11.2%	➖ noise
47	duckdb:duckdb	-6.5%	-14.0%	+8.7%	+11.2%	➖ noise
47	duckdb:vortex-compact	-3.8%	-14.0%	+11.8%	+14.1%	➖ noise
47	duckdb:vortex-file-compressed	-8.3%	-14.0%	+6.6%	+11.2%	➖ noise
48	datafusion:vortex-compact	-5.7%	-16.3%	+12.7%	+11.2%	🚨 regression
48	datafusion:vortex-file-compressed	-9.3%	-16.3%	+8.4%	+11.2%	➖ noise
48	duckdb:duckdb	-1.6%	-16.3%	+17.6%	+11.2%	🚨 regression
48	duckdb:vortex-compact	+8.8%	-16.3%	+30.0%	+11.2%	🚨 regression
48	duckdb:vortex-file-compressed	-6.0%	-16.3%	+12.4%	+11.2%	🚨 regression
49	datafusion:vortex-compact	-21.6%	-16.4%	-6.2%	+11.7%	➖ noise
49	datafusion:vortex-file-compressed	-12.7%	-16.4%	+4.3%	+11.2%	➖ noise
49	duckdb:duckdb	-0.9%	-16.4%	+18.5%	+11.2%	🚨 regression
49	duckdb:vortex-compact	+13.6%	-16.4%	+35.9%	+11.2%	🚨 regression
49	duckdb:vortex-file-compressed	+12.6%	-16.4%	+34.7%	+17.3%	🚨 regression
50	datafusion:vortex-compact	-26.1%	-9.2%	-18.6%	+11.2%	✅ faster
50	datafusion:vortex-file-compressed	-17.5%	-9.2%	-9.1%	+15.3%	➖ noise
50	duckdb:duckdb	-2.4%	-9.2%	+7.5%	+11.2%	➖ noise
50	duckdb:vortex-compact	-4.8%	-9.2%	+4.8%	+11.2%	➖ noise
50	duckdb:vortex-file-compressed	-5.4%	-9.2%	+4.2%	+11.2%	➖ noise
51	datafusion:vortex-compact	-13.0%	-9.4%	-4.0%	+11.2%	➖ noise
51	datafusion:vortex-file-compressed	-17.5%	-9.4%	-9.0%	+11.2%	➖ noise
51	duckdb:duckdb	-3.6%	-9.4%	+6.4%	+18.8%	➖ noise
51	duckdb:vortex-compact	-5.1%	-9.4%	+4.8%	+14.2%	➖ noise
51	duckdb:vortex-file-compressed	-11.9%	-9.4%	-2.8%	+11.2%	➖ noise
52	datafusion:vortex-compact	-17.2%	-4.6%	-13.2%	+11.2%	✅ faster
52	datafusion:vortex-file-compressed	-20.9%	-4.6%	-17.1%	+12.0%	✅ faster
52	duckdb:duckdb	-6.9%	-4.6%	-2.4%	+13.0%	➖ noise
52	duckdb:vortex-compact	+22.1%	-4.6%	+27.9%	+12.2%	🚨 regression
52	duckdb:vortex-file-compressed	+3.2%	-4.6%	+8.2%	+15.5%	➖ noise
53	datafusion:vortex-compact	-11.1%	-6.8%	-4.6%	+11.2%	➖ noise
53	datafusion:vortex-file-compressed	-14.9%	-6.8%	-8.7%	+16.2%	➖ noise
53	duckdb:duckdb	+2.0%	-6.8%	+9.4%	+12.0%	➖ noise
53	duckdb:vortex-compact	+31.5%	-6.8%	+41.1%	+11.2%	🚨 regression
53	duckdb:vortex-file-compressed	-7.7%	-6.8%	-1.0%	+17.0%	➖ noise
54	datafusion:vortex-compact	-8.9%	-7.5%	-1.5%	+11.2%	➖ noise
54	datafusion:vortex-file-compressed	-9.2%	-7.5%	-1.8%	+11.2%	➖ noise
54	duckdb:duckdb	-6.1%	-7.5%	+1.5%	+11.7%	➖ noise
54	duckdb:vortex-compact	+10.0%	-7.5%	+18.9%	+11.2%	🚨 regression
54	duckdb:vortex-file-compressed	-7.1%	-7.5%	+0.4%	+11.2%	➖ noise
55	datafusion:vortex-compact	-9.4%	-12.5%	+3.5%	+11.2%	➖ noise
55	datafusion:vortex-file-compressed	-16.5%	-12.5%	-4.6%	+11.2%	➖ noise
55	duckdb:duckdb	-8.7%	-12.5%	+4.4%	+12.7%	➖ noise
55	duckdb:vortex-compact	+30.3%	-12.5%	+48.9%	+11.2%	🚨 regression
55	duckdb:vortex-file-compressed	-5.0%	-12.5%	+8.6%	+14.3%	➖ noise
56	datafusion:vortex-compact	-8.8%	-11.2%	+2.7%	+11.2%	➖ noise
56	datafusion:vortex-file-compressed	-14.5%	-11.2%	-3.7%	+11.2%	➖ noise
56	duckdb:duckdb	-7.9%	-11.2%	+3.7%	+11.2%	➖ noise
56	duckdb:vortex-compact	+14.7%	-11.2%	+29.1%	+11.2%	🚨 regression
56	duckdb:vortex-file-compressed	-5.6%	-11.2%	+6.3%	+11.2%	➖ noise
57	datafusion:vortex-compact	-16.4%	-11.2%	-5.9%	+11.2%	➖ noise
57	datafusion:vortex-file-compressed	-18.8%	-11.2%	-8.6%	+11.2%	➖ noise
57	duckdb:duckdb	-17.8%	-11.2%	-7.5%	+13.8%	➖ noise
57	duckdb:vortex-compact	-18.7%	-11.2%	-8.5%	+16.4%	➖ noise
57	duckdb:vortex-file-compressed	-17.0%	-11.2%	-6.5%	+13.3%	➖ noise
58	datafusion:vortex-compact	-23.4%	-10.8%	-14.1%	+11.2%	✅ faster
58	datafusion:vortex-file-compressed	-16.1%	-10.8%	-5.9%	+11.2%	➖ noise
58	duckdb:duckdb	-18.6%	-10.8%	-8.8%	+11.2%	➖ noise
58	duckdb:vortex-compact	-7.7%	-10.8%	+3.4%	+11.2%	➖ noise
58	duckdb:vortex-file-compressed	-1.3%	-10.8%	+10.6%	+15.5%	➖ noise
59	datafusion:vortex-compact	-23.0%	-6.8%	-17.4%	+11.2%	✅ faster
59	datafusion:vortex-file-compressed	-13.0%	-6.8%	-6.6%	+11.2%	➖ noise
59	duckdb:duckdb	-10.3%	-6.8%	-3.7%	+11.2%	➖ noise
59	duckdb:vortex-compact	-17.9%	-6.8%	-11.9%	+11.2%	✅ faster
59	duckdb:vortex-file-compressed	-17.3%	-6.8%	-11.3%	+11.2%	✅ faster
60	datafusion:vortex-compact	-19.0%	-10.9%	-9.1%	+11.2%	➖ noise
60	datafusion:vortex-file-compressed	-19.1%	-10.9%	-9.2%	+11.7%	➖ noise
60	duckdb:duckdb	-20.4%	-10.9%	-10.7%	+11.2%	✅ faster
60	duckdb:vortex-compact	+18.9%	-10.9%	+33.4%	+11.2%	🚨 regression
60	duckdb:vortex-file-compressed	-9.8%	-10.9%	+1.2%	+12.8%	➖ noise
61	datafusion:vortex-compact	-18.5%	-10.1%	-9.3%	+11.2%	➖ noise
61	datafusion:vortex-file-compressed	-7.3%	-10.1%	+3.2%	+11.2%	➖ noise
61	duckdb:duckdb	-11.9%	-10.1%	-1.9%	+11.2%	➖ noise
61	duckdb:vortex-compact	+18.1%	-10.1%	+31.4%	+11.2%	🚨 regression
61	duckdb:vortex-file-compressed	-19.2%	-10.1%	-10.1%	+13.6%	➖ noise
62	datafusion:vortex-compact	-21.8%	-17.6%	-5.2%	+13.2%	➖ noise
62	datafusion:vortex-file-compressed	-17.9%	-17.6%	-0.4%	+15.4%	➖ noise
62	duckdb:duckdb	-17.8%	-17.6%	-0.3%	+34.2%	➖ noise
62	duckdb:vortex-compact	+29.1%	-17.6%	+56.6%	+21.4%	🚨 regression
62	duckdb:vortex-file-compressed	-21.5%	-17.6%	-4.8%	+15.3%	➖ noise
63	datafusion:vortex-compact	-10.0%	-8.6%	-1.6%	+11.2%	➖ noise
63	datafusion:vortex-file-compressed	-15.1%	-8.6%	-7.1%	+11.2%	➖ noise
63	duckdb:duckdb	-15.3%	-8.6%	-7.3%	+11.2%	➖ noise
63	duckdb:vortex-compact	+25.2%	-8.6%	+36.9%	+11.2%	🚨 regression
63	duckdb:vortex-file-compressed	-4.0%	-8.6%	+5.0%	+12.2%	➖ noise
64	datafusion:vortex-compact	-18.3%	-10.3%	-8.9%	+11.2%	➖ noise
64	datafusion:vortex-file-compressed	-14.1%	-10.3%	-4.2%	+11.2%	➖ noise
64	duckdb:duckdb	-17.2%	-10.3%	-7.6%	+11.2%	➖ noise
64	duckdb:vortex-compact	+5.2%	-10.3%	+17.3%	+11.2%	🚨 regression
64	duckdb:vortex-file-compressed	-0.3%	-10.3%	+11.2%	+11.2%	🚨 regression
65	datafusion:vortex-compact	-24.4%	-8.5%	-17.4%	+11.2%	✅ faster
65	datafusion:vortex-file-compressed	-14.7%	-8.5%	-6.8%	+13.7%	➖ noise
65	duckdb:duckdb	-9.8%	-8.5%	-1.4%	+12.7%	➖ noise
65	duckdb:vortex-compact	+7.2%	-8.5%	+17.1%	+11.2%	🚨 regression
65	duckdb:vortex-file-compressed	-19.8%	-8.5%	-12.4%	+13.3%	✅ faster
66	datafusion:vortex-compact	-24.2%	-9.9%	-15.9%	+15.7%	✅ faster
66	datafusion:vortex-file-compressed	-15.1%	-9.9%	-5.8%	+13.5%	➖ noise
66	duckdb:duckdb	-8.5%	-9.9%	+1.5%	+11.2%	➖ noise
66	duckdb:vortex-compact	+6.5%	-9.9%	+18.2%	+20.2%	➖ noise
66	duckdb:vortex-file-compressed	-16.1%	-9.9%	-6.9%	+11.2%	➖ noise
67	datafusion:vortex-compact	-9.9%	-11.6%	+1.9%	+11.2%	➖ noise
67	datafusion:vortex-file-compressed	-27.0%	-11.6%	-17.4%	+11.2%	✅ faster
67	duckdb:duckdb	-25.0%	-11.6%	-15.2%	+11.2%	✅ faster
67	duckdb:vortex-compact	-8.5%	-11.6%	+3.5%	+11.2%	➖ noise
67	duckdb:vortex-file-compressed	-26.4%	-11.6%	-16.7%	+11.2%	✅ faster
68	datafusion:vortex-compact	-13.8%	-9.7%	-4.5%	+11.2%	➖ noise
68	datafusion:vortex-file-compressed	-35.8%	-9.7%	-28.9%	+11.2%	✅ faster
68	duckdb:duckdb	-10.1%	-9.7%	-0.4%	+11.2%	➖ noise
68	duckdb:vortex-compact	+10.9%	-9.7%	+22.8%	+12.1%	🚨 regression
68	duckdb:vortex-file-compressed	-19.2%	-9.7%	-10.6%	+11.2%	✅ faster
69	datafusion:vortex-compact	-21.4%	-10.5%	-12.1%	+11.2%	✅ faster
69	datafusion:vortex-file-compressed	-12.5%	-10.5%	-2.2%	+11.2%	➖ noise
69	duckdb:duckdb	-6.4%	-10.5%	+4.6%	+11.2%	➖ noise
69	duckdb:vortex-compact	+21.4%	-10.5%	+35.6%	+11.2%	🚨 regression
69	duckdb:vortex-file-compressed	-8.2%	-10.5%	+2.5%	+11.2%	➖ noise
70	datafusion:vortex-compact	-12.0%	-7.1%	-5.3%	+11.2%	➖ noise
70	datafusion:vortex-file-compressed	-13.6%	-7.1%	-7.0%	+12.5%	➖ noise
70	duckdb:duckdb	-2.6%	-7.1%	+4.8%	+14.7%	➖ noise
70	duckdb:vortex-compact	+4.0%	-7.1%	+11.9%	+11.7%	🚨 regression
70	duckdb:vortex-file-compressed	-13.8%	-7.1%	-7.2%	+12.4%	➖ noise
71	datafusion:vortex-compact	-20.2%	-7.9%	-13.4%	+11.2%	✅ faster
71	datafusion:vortex-file-compressed	-18.0%	-7.9%	-10.9%	+11.2%	✅ faster
71	duckdb:duckdb	-13.3%	-7.9%	-5.9%	+14.4%	➖ noise
71	duckdb:vortex-compact	+24.2%	-7.9%	+34.9%	+11.2%	🚨 regression
71	duckdb:vortex-file-compressed	-23.4%	-7.9%	-16.9%	+17.8%	✅ faster
72	datafusion:vortex-compact	-16.7%	-11.6%	-5.7%	+11.2%	➖ noise
72	datafusion:vortex-file-compressed	-15.8%	-11.6%	-4.7%	+11.2%	➖ noise
72	duckdb:duckdb	-10.2%	-11.6%	+1.6%	+12.0%	➖ noise
72	duckdb:vortex-compact	-6.6%	-11.6%	+5.7%	+11.2%	➖ noise
72	duckdb:vortex-file-compressed	-14.2%	-11.6%	-2.9%	+11.2%	➖ noise
73	datafusion:vortex-compact	-10.3%	-9.9%	-0.4%	+20.7%	➖ noise
73	datafusion:vortex-file-compressed	-5.6%	-9.9%	+4.8%	+19.6%	➖ noise
73	duckdb:duckdb	-5.7%	-9.9%	+4.7%	+11.6%	➖ noise
73	duckdb:vortex-compact	+42.4%	-9.9%	+58.1%	+11.2%	🚨 regression
73	duckdb:vortex-file-compressed	+5.3%	-9.9%	+16.9%	+13.9%	🚨 regression
74	datafusion:vortex-compact	-10.6%	-11.8%	+1.4%	+11.2%	➖ noise
74	datafusion:vortex-file-compressed	-15.3%	-11.8%	-3.9%	+11.2%	➖ noise
74	duckdb:duckdb	-7.3%	-11.8%	+5.1%	+11.2%	➖ noise
74	duckdb:vortex-compact	+16.8%	-11.8%	+32.4%	+11.6%	🚨 regression
74	duckdb:vortex-file-compressed	+43.9%	-11.8%	+63.2%	+25.2%	🚨 regression
75	datafusion:vortex-compact	-10.5%	-9.9%	-0.7%	+11.2%	➖ noise
75	datafusion:vortex-file-compressed	-8.8%	-9.9%	+1.2%	+11.2%	➖ noise
75	duckdb:duckdb	-6.7%	-9.9%	+3.5%	+11.2%	➖ noise
75	duckdb:vortex-compact	+9.6%	-9.9%	+21.6%	+11.2%	🚨 regression
75	duckdb:vortex-file-compressed	-3.8%	-9.9%	+6.7%	+11.2%	➖ noise
76	datafusion:vortex-compact	-8.8%	-13.5%	+5.4%	+11.2%	➖ noise
76	datafusion:vortex-file-compressed	-9.4%	-13.5%	+4.7%	+11.3%	➖ noise
76	duckdb:duckdb	-3.3%	-13.5%	+11.8%	+16.6%	➖ noise
76	duckdb:vortex-compact	-14.9%	-13.5%	-1.7%	+11.5%	➖ noise
76	duckdb:vortex-file-compressed	-23.7%	-13.5%	-11.8%	+13.4%	✅ faster
77	datafusion:vortex-compact	-12.6%	-9.2%	-3.7%	+11.2%	➖ noise
77	datafusion:vortex-file-compressed	-12.5%	-9.2%	-3.7%	+11.2%	➖ noise
77	duckdb:duckdb	+1.4%	-9.2%	+11.7%	+14.1%	➖ noise
77	duckdb:vortex-compact	+2.7%	-9.2%	+13.1%	+14.5%	➖ noise
77	duckdb:vortex-file-compressed	-21.7%	-9.2%	-13.8%	+12.8%	✅ faster
78	datafusion:vortex-compact	-27.1%	-13.4%	-15.8%	+11.2%	✅ faster
78	datafusion:vortex-file-compressed	-16.1%	-13.4%	-3.2%	+11.2%	➖ noise
78	duckdb:duckdb	-10.8%	-13.4%	+3.0%	+11.2%	➖ noise
78	duckdb:vortex-compact	-3.5%	-13.4%	+11.4%	+11.7%	➖ noise
78	duckdb:vortex-file-compressed	-19.5%	-13.4%	-7.1%	+11.2%	➖ noise
79	datafusion:vortex-compact	-22.8%	-8.6%	-15.6%	+11.2%	✅ faster
79	datafusion:vortex-file-compressed	-11.7%	-8.6%	-3.4%	+11.2%	➖ noise
79	duckdb:duckdb	-5.4%	-8.6%	+3.5%	+11.2%	➖ noise
79	duckdb:vortex-compact	-5.3%	-8.6%	+3.6%	+11.2%	➖ noise
79	duckdb:vortex-file-compressed	-19.1%	-8.6%	-11.5%	+12.3%	✅ faster
80	datafusion:vortex-compact	-28.1%	-10.6%	-19.6%	+11.2%	✅ faster
80	datafusion:vortex-file-compressed	-14.7%	-10.6%	-4.6%	+11.2%	➖ noise
80	duckdb:duckdb	-11.7%	-10.6%	-1.3%	+12.0%	➖ noise
80	duckdb:vortex-compact	+11.5%	-10.6%	+24.7%	+12.5%	🚨 regression
80	duckdb:vortex-file-compressed	-25.3%	-10.6%	-16.4%	+11.2%	✅ faster
81	datafusion:vortex-compact	-23.4%	-15.3%	-9.6%	+11.2%	➖ noise
81	datafusion:vortex-file-compressed	-10.1%	-15.3%	+6.2%	+12.9%	➖ noise
81	duckdb:duckdb	-5.3%	-15.3%	+11.9%	+11.2%	🚨 regression
81	duckdb:vortex-compact	-6.5%	-15.3%	+10.4%	+11.2%	➖ noise
81	duckdb:vortex-file-compressed	-21.1%	-15.3%	-6.8%	+17.1%	➖ noise
82	datafusion:vortex-compact	-27.3%	-11.0%	-18.3%	+11.2%	✅ faster
82	datafusion:vortex-file-compressed	-15.9%	-11.0%	-5.6%	+13.6%	➖ noise
82	duckdb:duckdb	+3.6%	-11.0%	+16.4%	+16.7%	➖ noise
82	duckdb:vortex-compact	-8.6%	-11.0%	+2.7%	+14.2%	➖ noise
82	duckdb:vortex-file-compressed	-35.1%	-11.0%	-27.1%	+11.9%	✅ faster
83	datafusion:vortex-compact	-27.8%	-9.6%	-20.2%	+11.2%	✅ faster
83	datafusion:vortex-file-compressed	-14.7%	-9.6%	-5.7%	+11.2%	➖ noise
83	duckdb:duckdb	-3.3%	-9.6%	+6.9%	+12.3%	➖ noise
83	duckdb:vortex-compact	-27.8%	-9.6%	-20.1%	+11.2%	✅ faster
83	duckdb:vortex-file-compressed	-18.3%	-9.6%	-9.6%	+16.2%	➖ noise
84	datafusion:vortex-compact	-30.3%	-12.5%	-20.4%	+12.0%	✅ faster
84	datafusion:vortex-file-compressed	-7.4%	-12.5%	+5.8%	+11.2%	➖ noise
84	duckdb:duckdb	-5.4%	-12.5%	+8.0%	+11.2%	➖ noise
84	duckdb:vortex-compact	+16.9%	-12.5%	+33.6%	+11.2%	🚨 regression
84	duckdb:vortex-file-compressed	+7.2%	-12.5%	+22.4%	+11.2%	🚨 regression
85	datafusion:vortex-compact	-22.8%	-16.8%	-7.1%	+11.2%	➖ noise
85	datafusion:vortex-file-compressed	-11.5%	-16.8%	+6.4%	+11.2%	➖ noise
85	duckdb:duckdb	-7.9%	-16.8%	+10.8%	+11.2%	➖ noise
85	duckdb:vortex-compact	-7.3%	-16.8%	+11.4%	+11.2%	🚨 regression
85	duckdb:vortex-file-compressed	-4.6%	-16.8%	+14.7%	+11.2%	🚨 regression
86	datafusion:vortex-compact	-10.0%	-18.5%	+10.4%	+11.8%	➖ noise
86	datafusion:vortex-file-compressed	-12.2%	-18.5%	+7.7%	+13.9%	➖ noise
86	duckdb:duckdb	-3.2%	-18.5%	+18.7%	+13.4%	🚨 regression
86	duckdb:vortex-compact	+24.9%	-18.5%	+53.2%	+18.0%	🚨 regression
86	duckdb:vortex-file-compressed	+5.1%	-18.5%	+28.9%	+15.5%	🚨 regression
87	datafusion:vortex-compact	-12.1%	-15.1%	+3.5%	+11.2%	➖ noise
87	datafusion:vortex-file-compressed	-14.1%	-15.1%	+1.1%	+11.2%	➖ noise
87	duckdb:duckdb	-4.5%	-15.1%	+12.4%	+11.2%	🚨 regression
87	duckdb:vortex-compact	+6.1%	-15.1%	+24.9%	+20.8%	🚨 regression
87	duckdb:vortex-file-compressed	-3.2%	-15.1%	+14.0%	+11.2%	🚨 regression
88	datafusion:vortex-compact	-8.7%	-8.9%	+0.2%	+11.2%	➖ noise
88	datafusion:vortex-file-compressed	-11.4%	-8.9%	-2.8%	+11.2%	➖ noise
88	duckdb:duckdb	+2.7%	-8.9%	+12.7%	+11.2%	🚨 regression
88	duckdb:vortex-compact	+1.3%	-8.9%	+11.1%	+11.2%	➖ noise
88	duckdb:vortex-file-compressed	-5.0%	-8.9%	+4.3%	+11.2%	➖ noise
89	datafusion:vortex-compact	-12.0%	-10.7%	-1.4%	+11.2%	➖ noise
89	datafusion:vortex-file-compressed	-15.8%	-10.7%	-5.7%	+11.2%	➖ noise
89	duckdb:duckdb	-5.5%	-10.7%	+5.9%	+11.2%	➖ noise
89	duckdb:vortex-compact	+34.9%	-10.7%	+51.1%	+11.2%	🚨 regression
89	duckdb:vortex-file-compressed	+11.3%	-10.7%	+24.7%	+11.2%	🚨 regression
90	datafusion:vortex-compact	-7.0%	-10.3%	+3.7%	+14.3%	➖ noise
90	datafusion:vortex-file-compressed	-10.9%	-10.3%	-0.7%	+15.2%	➖ noise
90	duckdb:duckdb	-1.9%	-10.3%	+9.4%	+14.9%	➖ noise
90	duckdb:vortex-compact	-1.1%	-10.3%	+10.3%	+14.9%	➖ noise
90	duckdb:vortex-file-compressed	-0.8%	-10.3%	+10.6%	+16.1%	➖ noise
91	datafusion:vortex-compact	-5.5%	-12.7%	+8.2%	+11.2%	➖ noise
91	datafusion:vortex-file-compressed	-13.6%	-12.7%	-1.1%	+11.2%	➖ noise
91	duckdb:duckdb	-0.7%	-12.7%	+13.8%	+14.9%	➖ noise
91	duckdb:vortex-compact	-5.3%	-12.7%	+8.4%	+11.2%	➖ noise
91	duckdb:vortex-file-compressed	-6.7%	-12.7%	+6.8%	+13.0%	➖ noise
92	datafusion:vortex-compact	-9.3%	-12.2%	+3.3%	+11.2%	➖ noise
92	datafusion:vortex-file-compressed	-11.3%	-12.2%	+1.0%	+11.2%	➖ noise
92	duckdb:duckdb	-7.6%	-12.2%	+5.3%	+12.9%	➖ noise
92	duckdb:vortex-compact	+135.7%	-12.2%	+168.4%	+12.9%	🚨 regression
92	duckdb:vortex-file-compressed	+42.6%	-12.2%	+62.5%	+11.2%	🚨 regression
93	datafusion:vortex-compact	-27.0%	-14.7%	-14.4%	+11.8%	✅ faster
93	datafusion:vortex-file-compressed	-21.2%	-14.7%	-7.6%	+11.2%	➖ noise
93	duckdb:duckdb	-7.2%	-14.7%	+8.8%	+11.2%	➖ noise
93	duckdb:vortex-compact	-13.7%	-14.7%	+1.2%	+12.4%	➖ noise
93	duckdb:vortex-file-compressed	-9.9%	-14.7%	+5.6%	+13.9%	➖ noise
94	datafusion:vortex-compact	-28.8%	-11.6%	-19.4%	+11.2%	✅ faster
94	datafusion:vortex-file-compressed	-9.7%	-11.6%	+2.1%	+11.9%	➖ noise
94	duckdb:duckdb	-8.5%	-11.6%	+3.6%	+11.2%	➖ noise
94	duckdb:vortex-compact	+15.4%	-11.6%	+30.6%	+13.4%	🚨 regression
94	duckdb:vortex-file-compressed	+7.6%	-11.6%	+21.7%	+11.2%	🚨 regression
95	datafusion:vortex-compact	-20.6%	-14.6%	-6.9%	+11.2%	➖ noise
95	datafusion:vortex-file-compressed	-11.9%	-14.6%	+3.2%	+11.4%	➖ noise
95	duckdb:duckdb	-15.2%	-14.6%	-0.7%	+19.2%	➖ noise
95	duckdb:vortex-compact	+10.5%	-14.6%	+29.4%	+15.7%	🚨 regression
95	duckdb:vortex-file-compressed	+10.2%	-14.6%	+29.1%	+15.4%	🚨 regression
96	datafusion:vortex-compact	-18.3%	-11.7%	-7.4%	+11.2%	➖ noise
96	datafusion:vortex-file-compressed	-12.9%	-11.7%	-1.3%	+11.5%	➖ noise
96	duckdb:duckdb	-1.6%	-11.7%	+11.5%	+13.6%	➖ noise
96	duckdb:vortex-compact	+22.0%	-11.7%	+38.2%	+11.2%	🚨 regression
96	duckdb:vortex-file-compressed	+9.2%	-11.7%	+23.8%	+16.7%	🚨 regression
97	datafusion:vortex-compact	-27.1%	-12.3%	-16.8%	+13.5%	✅ faster
97	datafusion:vortex-file-compressed	-13.2%	-12.3%	-1.0%	+11.2%	➖ noise
97	duckdb:duckdb	-11.5%	-12.3%	+1.0%	+13.0%	➖ noise
97	duckdb:vortex-compact	-1.6%	-12.3%	+12.3%	+15.4%	➖ noise
97	duckdb:vortex-file-compressed	-21.0%	-12.3%	-9.9%	+16.3%	➖ noise
98	datafusion:vortex-compact	-31.7%	-14.2%	-20.4%	+11.2%	✅ faster
98	datafusion:vortex-file-compressed	-16.8%	-14.2%	-3.0%	+11.2%	➖ noise
98	duckdb:duckdb	-3.1%	-14.2%	+12.9%	+13.1%	➖ noise
98	duckdb:vortex-compact	+8.8%	-14.2%	+26.9%	+11.2%	🚨 regression
98	duckdb:vortex-file-compressed	-26.7%	-14.2%	-14.6%	+12.0%	✅ faster
99	datafusion:vortex-compact	-32.5%	-6.3%	-28.0%	+18.7%	✅ faster
99	datafusion:vortex-file-compressed	-13.5%	-6.3%	-7.6%	+17.6%	➖ noise
99	duckdb:duckdb	-3.9%	-6.3%	+2.6%	+19.9%	➖ noise
99	duckdb:vortex-compact	-8.1%	-6.3%	-1.9%	+18.5%	➖ noise
99	duckdb:vortex-file-compressed	-20.0%	-6.3%	-14.6%	+19.2%	➖ 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: -8.0%
Vortex (geomean): 0.980x ➖
Parquet (geomean): 1.065x ➖
Shifts: Parquet (control) +6.5% · Median polish +1.6%

---

datafusion / vortex-file-compressed (0.924x ➖, 1↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	52610130	44566271	1.18
fineweb_q01/datafusion:vortex-file-compressed	555041531	502752437	1.10
fineweb_q02/datafusion:vortex-file-compressed	572776388	572762984	1.00
fineweb_q03/datafusion:vortex-file-compressed 🚀	1367559836	2050848490	0.67
fineweb_q04/datafusion:vortex-file-compressed	1365641787	1400347440	0.98
fineweb_q05/datafusion:vortex-file-compressed	1388020966	1373742227	1.01
fineweb_q06/datafusion:vortex-file-compressed	1506961773	1887492092	0.80
fineweb_q07/datafusion:vortex-file-compressed	1360368261	1531469802	0.89
fineweb_q08/datafusion:vortex-file-compressed	527486292	652976520	0.81

datafusion / vortex-compact (0.875x ➖, 1↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	35742773	87807291	0.41
fineweb_q01/datafusion:vortex-compact	554580043	652721098	0.85
fineweb_q02/datafusion:vortex-compact	679269146	561660176	1.21
fineweb_q03/datafusion:vortex-compact	1854879632	1992825621	0.93
fineweb_q04/datafusion:vortex-compact	2248487896	2430496561	0.93
fineweb_q05/datafusion:vortex-compact	1714465405	1903389320	0.90
fineweb_q06/datafusion:vortex-compact	1530709164	1541792070	0.99
fineweb_q07/datafusion:vortex-compact	1298971845	1480788853	0.88
fineweb_q08/datafusion:vortex-compact	431083140	403633586	1.07

datafusion / parquet (1.123x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	1941994966	1250895435	1.55
fineweb_q01/datafusion:parquet	2067171663	1894320286	1.09
fineweb_q02/datafusion:parquet	1896826049	2077059185	0.91
fineweb_q03/datafusion:parquet	2285590525	1917504971	1.19
fineweb_q04/datafusion:parquet	1869729284	1936742358	0.97
fineweb_q05/datafusion:parquet	2109609960	1912858316	1.10
fineweb_q06/datafusion:parquet	2333355909	1804191078	1.29
fineweb_q07/datafusion:parquet	2027421264	1854678256	1.09
fineweb_q08/datafusion:parquet	2072689750	2025809279	1.02

duckdb / vortex-file-compressed (1.072x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	97616053	87886477	1.11
fineweb_q01/duckdb:vortex-file-compressed	776439871	665755597	1.17
fineweb_q02/duckdb:vortex-file-compressed	485056574	425932823	1.14
fineweb_q03/duckdb:vortex-file-compressed	1643282372	1553335000	1.06
fineweb_q04/duckdb:vortex-file-compressed	1680940926	1593176736	1.06
fineweb_q05/duckdb:vortex-file-compressed	1646103023	1547993554	1.06
fineweb_q06/duckdb:vortex-file-compressed	1852306065	1771110367	1.05
fineweb_q07/duckdb:vortex-file-compressed	1481205375	1531703209	0.97
fineweb_q08/duckdb:vortex-file-compressed	679943395	646684593	1.05

duckdb / vortex-compact (1.064x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	81652888	78384254	1.04
fineweb_q01/duckdb:vortex-compact 🚨	936738594	559301341	1.67
fineweb_q02/duckdb:vortex-compact	645428628	596135999	1.08
fineweb_q03/duckdb:vortex-compact	1738162183	1840044866	0.94
fineweb_q04/duckdb:vortex-compact	1933936807	1934173815	1.00
fineweb_q05/duckdb:vortex-compact	1623366836	1740851064	0.93
fineweb_q06/duckdb:vortex-compact	1689974135	1610434311	1.05
fineweb_q07/duckdb:vortex-compact	1412182863	1505869559	0.94
fineweb_q08/duckdb:vortex-compact	514835302	481254136	1.07

duckdb / parquet (1.009x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1237023974	1215691731	1.02
fineweb_q01/duckdb:parquet	1504938082	1404971087	1.07
fineweb_q02/duckdb:parquet	1480661729	1506035020	0.98
fineweb_q03/duckdb:parquet	3932378213	3958670492	0.99
fineweb_q04/duckdb:parquet	1851041486	1960702986	0.94
fineweb_q05/duckdb:parquet	2178164513	2309907217	0.94
fineweb_q06/duckdb:parquet	4484582371	4409373557	1.02
fineweb_q07/duckdb:parquet	2839279716	2684912202	1.06
fineweb_q08/duckdb:parquet	1266909475	1186463596	1.07

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-59.3%	+25.7%	-67.6%	+212.7%	➖ noise
0	datafusion:vortex-file-compressed	+18.0%	+25.7%	-6.1%	+200.6%	➖ noise
0	duckdb:vortex-compact	+4.2%	+25.7%	-17.1%	+61.3%	➖ noise
0	duckdb:vortex-file-compressed	+11.1%	+25.7%	-11.6%	+53.1%	➖ noise
1	datafusion:vortex-compact	-15.0%	+8.1%	-21.4%	+77.9%	➖ noise
1	datafusion:vortex-file-compressed	+10.4%	+8.1%	+2.1%	+88.9%	➖ noise
1	duckdb:vortex-compact	+67.5%	+8.1%	+54.9%	+39.2%	🚨 regression
1	duckdb:vortex-file-compressed	+16.6%	+8.1%	+7.9%	+30.0%	➖ noise
2	datafusion:vortex-compact	+20.9%	-5.2%	+27.6%	+37.6%	➖ noise
2	datafusion:vortex-file-compressed	+0.0%	-5.2%	+5.5%	+43.9%	➖ noise
2	duckdb:vortex-compact	+8.3%	-5.2%	+14.3%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+13.9%	-5.2%	+20.2%	+30.9%	➖ noise
3	datafusion:vortex-compact	-6.9%	+8.8%	-14.5%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-33.3%	+8.8%	-38.7%	+67.1%	➖ noise
3	duckdb:vortex-compact	-5.5%	+8.8%	-13.2%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+5.8%	+8.8%	-2.8%	+30.0%	➖ noise
4	datafusion:vortex-compact	-7.5%	-4.5%	-3.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.5%	-4.5%	+2.2%	+30.0%	➖ noise
4	duckdb:vortex-compact	-0.0%	-4.5%	+4.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+5.5%	-4.5%	+10.5%	+30.0%	➖ noise
5	datafusion:vortex-compact	-9.9%	+2.0%	-11.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.0%	+2.0%	-0.9%	+30.0%	➖ noise
5	duckdb:vortex-compact	-6.7%	+2.0%	-8.6%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+6.3%	+2.0%	+4.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	-0.7%	+14.7%	-13.4%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-20.2%	+14.7%	-30.4%	+30.0%	✅ faster
6	duckdb:vortex-compact	+4.9%	+14.7%	-8.5%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.6%	+14.7%	-8.8%	+30.0%	➖ noise
7	datafusion:vortex-compact	-12.3%	+7.5%	-18.4%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-11.2%	+7.5%	-17.4%	+30.0%	➖ noise
7	duckdb:vortex-compact	-6.2%	+7.5%	-12.8%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.3%	+7.5%	-10.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	+6.8%	+4.5%	+2.2%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-19.2%	+4.5%	-22.7%	+30.0%	➖ noise
8	duckdb:vortex-compact	+7.0%	+4.5%	+2.3%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+5.1%	+4.5%	+0.6%	+33.7%	➖ noise

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 0.901x ➖
Parquet (geomean): 1.059x ➖

---

unknown / unknown (1.004x ➖, 6↑ 8↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚨	3047331	2726422	1.12
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1410328	1293547	1.09
random-access/feature-vectors/correlated/parquet-tokio-local-disk	11705756996	11582036688	1.01
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11216344257	11284649648	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8720604	9597302	0.91
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	7433725	7999156	0.93
random-access/feature-vectors/uniform/lance-tokio-local-disk 🚨	1678792	1485583	1.13
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2642905	2405726	1.10
random-access/feature-vectors/uniform/parquet-tokio-local-disk	11313863789	11281254010	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	11368178031	11180983607	1.02
random-access/feature-vectors/uniform/vortex-tokio-local-disk	14662248	14878159	0.99
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	14643325	14974703	0.98
random-access/lance-tokio-local-disk	778460	733918	1.06
random-access/lance-tokio-local-disk-footer	1431955	1340238	1.07
random-access/nested-lists/correlated/lance-tokio-local-disk	280839	269118	1.04
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	769149	705123	1.09
random-access/nested-lists/correlated/parquet-tokio-local-disk 🚨	151162630	133197659	1.13
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	142257631	133355701	1.07
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚨	818221	722035	1.13
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	759734	736863	1.03
random-access/nested-lists/uniform/lance-tokio-local-disk	1257958	1170298	1.07
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1785459	1645958	1.08
random-access/nested-lists/uniform/parquet-tokio-local-disk	139063121	133760520	1.04
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	137650185	133861061	1.03
random-access/nested-lists/uniform/vortex-tokio-local-disk	2530803	2574511	0.98
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2527917	2523234	1.00
random-access/nested-structs/correlated/lance-tokio-local-disk	451495	461327	0.98
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	687525	703200	0.98
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	30768279	26712286	1.15
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	31036036	26625604	1.17
random-access/nested-structs/correlated/vortex-tokio-local-disk	973187	978159	0.99
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	958900	980045	0.98
random-access/nested-structs/uniform/lance-tokio-local-disk	3068130	3046717	1.01
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3322193	3285254	1.01
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚨	30354989	26447669	1.15
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚨	30012281	26810339	1.12
random-access/nested-structs/uniform/vortex-tokio-local-disk	2004595	2039583	0.98
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1948791	2018732	0.97
random-access/parquet-tokio-local-disk	185604551	180823993	1.03
random-access/parquet-tokio-local-disk-footer	188391545	184294576	1.02
random-access/taxi/correlated/lance-tokio-local-disk	1011962	959869	1.05
random-access/taxi/correlated/lance-tokio-local-disk-footer	1739972	1636725	1.06
random-access/taxi/correlated/parquet-tokio-local-disk	279632201	270207785	1.03
random-access/taxi/correlated/parquet-tokio-local-disk-footer	284502349	269375309	1.06
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1888946	3075902	0.61
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	2109968	2970291	0.71
random-access/taxi/uniform/lance-tokio-local-disk	9049768	8415928	1.08
random-access/taxi/uniform/lance-tokio-local-disk-footer	9754260	9126608	1.07
random-access/taxi/uniform/parquet-tokio-local-disk	298922752	287190371	1.04
random-access/taxi/uniform/parquet-tokio-local-disk-footer	296015486	287932353	1.03
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	5028303	5787580	0.87
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4868089	5690417	0.86
random-access/vortex-tokio-local-disk 🚀	1412846	1868164	0.76
random-access/vortex-tokio-local-disk-footer 🚀	1417591	1944123	0.73

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.8%
Vortex (geomean): 1.005x ➖
Parquet (geomean): 0.987x ➖
Shifts: Parquet (control) -1.3% · Median polish -0.3%

---

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11672324	10993628	1.06
statpopgen_q01/duckdb:vortex-file-compressed	22924320	22155881	1.03
statpopgen_q02/duckdb:vortex-file-compressed	1354847828	1386885394	0.98
statpopgen_q03/duckdb:vortex-file-compressed	3107128102	3109725784	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3114940795	3139165372	0.99
statpopgen_q05/duckdb:vortex-file-compressed	1447991216	1461820891	0.99
statpopgen_q06/duckdb:vortex-file-compressed	2125459742	2140748294	0.99
statpopgen_q07/duckdb:vortex-file-compressed	222581561	220605175	1.01
statpopgen_q08/duckdb:vortex-file-compressed	265735400	259051861	1.03
statpopgen_q09/duckdb:vortex-file-compressed	2894559261	2897596987	1.00
statpopgen_q10/duckdb:vortex-file-compressed	4715299924	4711531270	1.00

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11286939	11040143	1.02
statpopgen_q01/duckdb:vortex-compact	171362570	166012577	1.03
statpopgen_q02/duckdb:vortex-compact	1812895983	1835566624	0.99
statpopgen_q03/duckdb:vortex-compact	3463765103	3488402913	0.99
statpopgen_q04/duckdb:vortex-compact	3487247035	3521477300	0.99
statpopgen_q05/duckdb:vortex-compact	1848587478	1858640453	0.99
statpopgen_q06/duckdb:vortex-compact	2657585188	2695583390	0.99
statpopgen_q07/duckdb:vortex-compact	896240885	885570585	1.01
statpopgen_q08/duckdb:vortex-compact	940989607	916518994	1.03
statpopgen_q09/duckdb:vortex-compact	3308920160	3353909491	0.99
statpopgen_q10/duckdb:vortex-compact	5378323965	5383160233	1.00

duckdb / parquet (0.987x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	329910534	334768223	0.99
statpopgen_q01/duckdb:parquet	415471146	418802444	0.99
statpopgen_q02/duckdb:parquet	1014554376	1024861793	0.99
statpopgen_q03/duckdb:parquet	1511460766	1534369686	0.99
statpopgen_q04/duckdb:parquet	1522066112	1539448079	0.99
statpopgen_q05/duckdb:parquet	1005941094	1040745076	0.97
statpopgen_q06/duckdb:parquet	1483330029	1517080658	0.98
statpopgen_q07/duckdb:parquet	1320919383	1320485259	1.00
statpopgen_q08/duckdb:parquet	1327511577	1330760390	1.00
statpopgen_q09/duckdb:parquet	1378069983	1375316084	1.00
statpopgen_q10/duckdb:parquet	2667700331	2746528904	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+2.2%	-1.5%	+3.7%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+6.2%	-1.5%	+7.7%	+10.0%	➖ noise
1	duckdb:vortex-compact	+3.2%	-0.8%	+4.1%	+25.4%	➖ noise
1	duckdb:vortex-file-compressed	+3.5%	-0.8%	+4.3%	+265.3%	➖ noise
2	duckdb:vortex-compact	-1.2%	-1.0%	-0.2%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.3%	-1.0%	-1.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.7%	-1.5%	+0.8%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.1%	-1.5%	+1.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.0%	-1.1%	+0.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.8%	-1.1%	+0.4%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.5%	-3.3%	+2.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.9%	-3.3%	+2.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.4%	-2.2%	+0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.7%	-2.2%	+1.5%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.2%	+0.0%	+1.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.9%	+0.0%	+0.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.7%	-0.2%	+2.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.6%	-0.2%	+2.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.3%	+0.2%	-1.5%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.1%	+0.2%	-0.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.1%	-2.9%	+2.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.1%	-2.9%	+3.0%	+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: -0.0%
Vortex (geomean): 1.002x ➖
Parquet (geomean): 1.001x ➖
Shifts: Parquet (control) +0.1% · Median polish +0.3%

---

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	406602296	398121803	1.02
tpch_q02/datafusion:vortex-file-compressed	114478046	114194898	1.00
tpch_q03/datafusion:vortex-file-compressed	214096556	216217945	0.99
tpch_q04/datafusion:vortex-file-compressed	109320731	109068682	1.00
tpch_q05/datafusion:vortex-file-compressed	387518555	386624988	1.00
tpch_q06/datafusion:vortex-file-compressed	42171533	42800272	0.99
tpch_q07/datafusion:vortex-file-compressed	567750289	565322114	1.00
tpch_q08/datafusion:vortex-file-compressed	378868997	380855030	0.99
tpch_q09/datafusion:vortex-file-compressed	667378287	665884865	1.00
tpch_q10/datafusion:vortex-file-compressed	244558526	243596832	1.00
tpch_q11/datafusion:vortex-file-compressed	86343463	85899883	1.01
tpch_q12/datafusion:vortex-file-compressed	117152546	117576515	1.00
tpch_q13/datafusion:vortex-file-compressed	218712810	217977088	1.00
tpch_q14/datafusion:vortex-file-compressed	56784005	56905135	1.00
tpch_q15/datafusion:vortex-file-compressed	107878181	106869126	1.01
tpch_q16/datafusion:vortex-file-compressed	78152025	77545117	1.01
tpch_q17/datafusion:vortex-file-compressed	648598254	644878633	1.01
tpch_q18/datafusion:vortex-file-compressed	883506804	876940352	1.01
tpch_q19/datafusion:vortex-file-compressed	94235035	93222872	1.01
tpch_q20/datafusion:vortex-file-compressed	170000774	170718217	1.00
tpch_q21/datafusion:vortex-file-compressed	688983413	682348684	1.01
tpch_q22/datafusion:vortex-file-compressed	60580978	60410701	1.00

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	435452497	441641550	0.99
tpch_q02/datafusion:vortex-compact	119353835	119072426	1.00
tpch_q03/datafusion:vortex-compact	215759902	217071635	0.99
tpch_q04/datafusion:vortex-compact	118789117	118775670	1.00
tpch_q05/datafusion:vortex-compact	395255285	394353537	1.00
tpch_q06/datafusion:vortex-compact	62958364	63368141	0.99
tpch_q07/datafusion:vortex-compact	585946135	586321350	1.00
tpch_q08/datafusion:vortex-compact	388323444	385128834	1.01
tpch_q09/datafusion:vortex-compact	680227693	683717221	0.99
tpch_q10/datafusion:vortex-compact	272075084	276819169	0.98
tpch_q11/datafusion:vortex-compact	90683754	90303806	1.00
tpch_q12/datafusion:vortex-compact	164803246	165860539	0.99
tpch_q13/datafusion:vortex-compact	271788539	270592624	1.00
tpch_q14/datafusion:vortex-compact	73109505	73911463	0.99
tpch_q15/datafusion:vortex-compact	162484688	164138618	0.99
tpch_q16/datafusion:vortex-compact	82201203	82846280	0.99
tpch_q17/datafusion:vortex-compact	653687523	652849552	1.00
tpch_q18/datafusion:vortex-compact	876854239	880601181	1.00
tpch_q19/datafusion:vortex-compact	135160192	134402798	1.01
tpch_q20/datafusion:vortex-compact	196781506	196714153	1.00
tpch_q21/datafusion:vortex-compact	699711390	694689890	1.01
tpch_q22/datafusion:vortex-compact	71506424	72008614	0.99

datafusion / parquet (1.003x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	417791328	415185537	1.01
tpch_q02/datafusion:parquet	188253805	187304400	1.01
tpch_q03/datafusion:parquet	295723889	295443651	1.00
tpch_q04/datafusion:parquet	136418901	136002677	1.00
tpch_q05/datafusion:parquet	453609081	457267838	0.99
tpch_q06/datafusion:parquet	122182174	118861516	1.03
tpch_q07/datafusion:parquet	632146198	625533022	1.01
tpch_q08/datafusion:parquet	496537259	494892630	1.00
tpch_q09/datafusion:parquet	778432155	772784648	1.01
tpch_q10/datafusion:parquet	510630003	508403241	1.00
tpch_q11/datafusion:parquet	131443264	129129396	1.02
tpch_q12/datafusion:parquet	213626453	212951609	1.00
tpch_q13/datafusion:parquet	339730116	339516331	1.00
tpch_q14/datafusion:parquet	156008144	162038044	0.96
tpch_q15/datafusion:parquet	245285604	244612715	1.00
tpch_q16/datafusion:parquet	140317398	137705041	1.02
tpch_q17/datafusion:parquet	690983819	700676071	0.99
tpch_q18/datafusion:parquet	887917006	875646545	1.01
tpch_q19/datafusion:parquet	269955352	268027558	1.01
tpch_q20/datafusion:parquet	308987350	308714781	1.00
tpch_q21/datafusion:parquet	740650553	739537415	1.00
tpch_q22/datafusion:parquet	217935967	217836663	1.00

datafusion / arrow (1.002x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	589699791	582479178	1.01
tpch_q02/datafusion:arrow	163391220	162151976	1.01
tpch_q03/datafusion:arrow	449583423	446920412	1.01
tpch_q04/datafusion:arrow	339532014	339444083	1.00
tpch_q05/datafusion:arrow	887570893	891857165	1.00
tpch_q06/datafusion:arrow	265578583	266640857	1.00
tpch_q07/datafusion:arrow	1101237392	1090262694	1.01
tpch_q08/datafusion:arrow	1087572844	1092497929	1.00
tpch_q09/datafusion:arrow	1297017612	1300473558	1.00
tpch_q10/datafusion:arrow	583358823	577151098	1.01
tpch_q11/datafusion:arrow	145088336	145308934	1.00
tpch_q12/datafusion:arrow	647641686	640200279	1.01
tpch_q13/datafusion:arrow	505984121	518057587	0.98
tpch_q14/datafusion:arrow	292924021	293253627	1.00
tpch_q15/datafusion:arrow	626138526	626713970	1.00
tpch_q16/datafusion:arrow	104712947	104659459	1.00
tpch_q17/datafusion:arrow	1295154933	1303684406	0.99
tpch_q18/datafusion:arrow	1776147992	1784948125	1.00
tpch_q19/datafusion:arrow	495152635	481108284	1.03
tpch_q20/datafusion:arrow	475247206	471675274	1.01
tpch_q21/datafusion:arrow	2785833694	2761886018	1.01
tpch_q22/datafusion:arrow	138666142	139976168	0.99

duckdb / vortex-file-compressed (1.006x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	175616147	175043255	1.00
tpch_q02/duckdb:vortex-file-compressed	54473482	53233654	1.02
tpch_q03/duckdb:vortex-file-compressed	133377955	132280295	1.01
tpch_q04/duckdb:vortex-file-compressed	161937171	161086498	1.01
tpch_q05/duckdb:vortex-file-compressed	135654117	133346397	1.02
tpch_q06/duckdb:vortex-file-compressed	50993111	48685795	1.05
tpch_q07/duckdb:vortex-file-compressed	156135547	153488954	1.02
tpch_q08/duckdb:vortex-file-compressed	180106167	178888892	1.01
tpch_q09/duckdb:vortex-file-compressed	334624964	336561437	0.99
tpch_q10/duckdb:vortex-file-compressed	163603203	163667548	1.00
tpch_q11/duckdb:vortex-file-compressed	35293832	34494609	1.02
tpch_q12/duckdb:vortex-file-compressed	95573960	98275350	0.97
tpch_q13/duckdb:vortex-file-compressed	235444559	240620740	0.98
tpch_q14/duckdb:vortex-file-compressed	70108086	70295680	1.00
tpch_q15/duckdb:vortex-file-compressed	96633083	96516342	1.00
tpch_q16/duckdb:vortex-file-compressed	82353754	81563833	1.01
tpch_q17/duckdb:vortex-file-compressed	102299704	101642689	1.01
tpch_q18/duckdb:vortex-file-compressed	295731476	296435483	1.00
tpch_q19/duckdb:vortex-file-compressed	92428290	91450486	1.01
tpch_q20/duckdb:vortex-file-compressed	165647185	165671936	1.00
tpch_q21/duckdb:vortex-file-compressed	597713752	589630007	1.01
tpch_q22/duckdb:vortex-file-compressed	77315843	77804487	0.99

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	235308081	236088295	1.00
tpch_q02/duckdb:vortex-compact	57337824	59013515	0.97
tpch_q03/duckdb:vortex-compact	139721044	139368988	1.00
tpch_q04/duckdb:vortex-compact	176726461	174498754	1.01
tpch_q05/duckdb:vortex-compact	146956527	146349615	1.00
tpch_q06/duckdb:vortex-compact	81700747	83409113	0.98
tpch_q07/duckdb:vortex-compact	206346436	202503112	1.02
tpch_q08/duckdb:vortex-compact	188778969	187121886	1.01
tpch_q09/duckdb:vortex-compact	362567840	360643924	1.01
tpch_q10/duckdb:vortex-compact	183722322	185521751	0.99
tpch_q11/duckdb:vortex-compact	41765934	41095331	1.02
tpch_q12/duckdb:vortex-compact	201606677	201472668	1.00
tpch_q13/duckdb:vortex-compact	284037510	294842374	0.96
tpch_q14/duckdb:vortex-compact	101742964	103868294	0.98
tpch_q15/duckdb:vortex-compact	118070333	117993460	1.00
tpch_q16/duckdb:vortex-compact	87642633	86132833	1.02
tpch_q17/duckdb:vortex-compact	118831742	115647320	1.03
tpch_q18/duckdb:vortex-compact	294229341	292263063	1.01
tpch_q19/duckdb:vortex-compact	115172673	115458497	1.00
tpch_q20/duckdb:vortex-compact	206567938	204098356	1.01
tpch_q21/duckdb:vortex-compact	621843162	618986797	1.00
tpch_q22/duckdb:vortex-compact	90082623	90574651	0.99

duckdb / parquet (0.999x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	252436282	257717833	0.98
tpch_q02/duckdb:parquet	95150238	100463949	0.95
tpch_q03/duckdb:parquet	206099328	205915369	1.00
tpch_q04/duckdb:parquet	133031684	130948439	1.02
tpch_q05/duckdb:parquet	218994951	216781241	1.01
tpch_q06/duckdb:parquet	68056848	66216998	1.03
tpch_q07/duckdb:parquet	176725899	179862886	0.98
tpch_q08/duckdb:parquet	252285922	252653394	1.00
tpch_q09/duckdb:parquet	493727019	493771696	1.00
tpch_q10/duckdb:parquet	609885474	608013530	1.00
tpch_q11/duckdb:parquet	56855316	57470634	0.99
tpch_q12/duckdb:parquet	123353431	121086311	1.02
tpch_q13/duckdb:parquet	446870011	447897600	1.00
tpch_q14/duckdb:parquet	176254748	173369111	1.02
tpch_q15/duckdb:parquet	96009298	95730671	1.00
tpch_q16/duckdb:parquet	158614444	160212118	0.99
tpch_q17/duckdb:parquet	176555876	175136897	1.01
tpch_q18/duckdb:parquet	353483873	351397937	1.01
tpch_q19/duckdb:parquet	283634590	279196458	1.02
tpch_q20/duckdb:parquet	228057076	231559382	0.98
tpch_q21/duckdb:parquet	555376192	557921369	1.00
tpch_q22/duckdb:parquet	288312332	290134633	0.99

duckdb / duckdb (0.998x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116495559	117390965	0.99
tpch_q02/duckdb:duckdb	44970712	44841490	1.00
tpch_q03/duckdb:duckdb	96539896	97918283	0.99
tpch_q04/duckdb:duckdb	132100972	131861984	1.00
tpch_q05/duckdb:duckdb	110808986	109632567	1.01
tpch_q06/duckdb:duckdb	37267205	37388323	1.00
tpch_q07/duckdb:duckdb	86724976	86539527	1.00
tpch_q08/duckdb:duckdb	110577906	109887011	1.01
tpch_q09/duckdb:duckdb	275587043	278278025	0.99
tpch_q10/duckdb:duckdb	204205629	203052898	1.01
tpch_q11/duckdb:duckdb	15334134	15616324	0.98
tpch_q12/duckdb:duckdb	86159505	84883584	1.02
tpch_q13/duckdb:duckdb	220258279	219206519	1.00
tpch_q14/duckdb:duckdb	70433470	71455239	0.99
tpch_q15/duckdb:duckdb	77615480	77482611	1.00
tpch_q16/duckdb:duckdb	72937978	73346491	0.99
tpch_q17/duckdb:duckdb	84428358	85240668	0.99
tpch_q18/duckdb:duckdb	212555797	211163949	1.01
tpch_q19/duckdb:duckdb	117418897	115977168	1.01
tpch_q20/duckdb:duckdb	111616966	111469185	1.00
tpch_q21/duckdb:duckdb	288852744	296027107	0.98
tpch_q22/duckdb:duckdb	67194306	68097519	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+1.2%	-0.7%	+2.0%	+10.0%	➖ noise
1	datafusion:vortex-compact	-1.4%	-0.7%	-0.7%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+2.1%	-0.7%	+2.9%	+10.0%	➖ noise
1	duckdb:duckdb	-0.8%	-0.7%	-0.0%	+10.0%	➖ noise
1	duckdb:vortex-compact	-0.3%	-0.7%	+0.4%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+0.3%	-0.7%	+1.1%	+10.0%	➖ noise
2	datafusion:arrow	+0.8%	-2.4%	+3.3%	+10.0%	➖ noise
2	datafusion:vortex-compact	+0.2%	-2.4%	+2.7%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+0.2%	-2.4%	+2.7%	+10.0%	➖ noise
2	duckdb:duckdb	+0.3%	-2.4%	+2.8%	+10.0%	➖ noise
2	duckdb:vortex-compact	-2.8%	-2.4%	-0.4%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+2.3%	-2.4%	+4.9%	+10.0%	➖ noise
3	datafusion:arrow	+0.6%	+0.1%	+0.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.6%	+0.1%	-0.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.0%	+0.1%	-1.1%	+10.0%	➖ noise
3	duckdb:duckdb	-1.4%	+0.1%	-1.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	+0.3%	+0.1%	+0.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.8%	+0.1%	+0.7%	+10.0%	➖ noise
4	datafusion:arrow	+0.0%	+0.9%	-0.9%	+10.0%	➖ noise
4	datafusion:vortex-compact	+0.0%	+0.9%	-0.9%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.2%	+0.9%	-0.7%	+10.0%	➖ noise
4	duckdb:duckdb	+0.2%	+0.9%	-0.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.3%	+0.9%	+0.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.5%	+0.9%	-0.4%	+10.0%	➖ noise
5	datafusion:arrow	-0.5%	+0.1%	-0.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.2%	+0.1%	+0.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.2%	+0.1%	+0.1%	+10.0%	➖ noise
5	duckdb:duckdb	+1.1%	+0.1%	+1.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.4%	+0.1%	+0.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.7%	+0.1%	+1.6%	+10.0%	➖ noise
6	datafusion:arrow	-0.4%	+2.8%	-3.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.6%	+2.8%	-3.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.5%	+2.8%	-4.1%	+10.0%	➖ noise
6	duckdb:duckdb	-0.3%	+2.8%	-3.0%	+11.0%	➖ noise
6	duckdb:vortex-compact	-2.0%	+2.8%	-4.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.7%	+2.8%	+1.9%	+10.0%	➖ noise
7	datafusion:arrow	+1.0%	-0.4%	+1.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	-0.1%	-0.4%	+0.3%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+0.4%	-0.4%	+0.8%	+10.0%	➖ noise
7	duckdb:duckdb	+0.2%	-0.4%	+0.6%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.9%	-0.4%	+2.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.7%	-0.4%	+2.1%	+10.0%	➖ noise
8	datafusion:arrow	-0.5%	+0.1%	-0.5%	+10.0%	➖ noise
8	datafusion:vortex-compact	+0.8%	+0.1%	+0.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.5%	+0.1%	-0.6%	+10.0%	➖ noise
8	duckdb:duckdb	+0.6%	+0.1%	+0.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.9%	+0.1%	+0.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.7%	+0.1%	+0.6%	+10.0%	➖ noise
9	datafusion:arrow	-0.3%	+0.4%	-0.6%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.5%	+0.4%	-0.9%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.2%	+0.4%	-0.1%	+10.0%	➖ noise
9	duckdb:duckdb	-1.0%	+0.4%	-1.3%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.5%	+0.4%	+0.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.6%	+0.4%	-0.9%	+10.0%	➖ noise
10	datafusion:arrow	+1.1%	+0.4%	+0.7%	+10.0%	➖ noise
10	datafusion:vortex-compact	-1.7%	+0.4%	-2.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+0.4%	+0.4%	+0.0%	+10.0%	➖ noise
10	duckdb:duckdb	+0.6%	+0.4%	+0.2%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.0%	+0.4%	-1.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.0%	+0.4%	-0.4%	+10.0%	➖ noise
11	datafusion:arrow	-0.2%	+0.4%	-0.5%	+10.0%	➖ noise
11	datafusion:vortex-compact	+0.4%	+0.4%	+0.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.5%	+0.4%	+0.2%	+10.0%	➖ noise
11	duckdb:duckdb	-1.8%	+0.4%	-2.1%	+10.2%	➖ noise
11	duckdb:vortex-compact	+1.6%	+0.4%	+1.3%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.3%	+0.4%	+2.0%	+10.0%	➖ noise
12	datafusion:arrow	+1.2%	+1.1%	+0.1%	+26.7%	➖ noise
12	datafusion:vortex-compact	-0.6%	+1.1%	-1.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-0.4%	+1.1%	-1.4%	+10.0%	➖ noise
12	duckdb:duckdb	+1.5%	+1.1%	+0.4%	+10.0%	➖ noise
12	duckdb:vortex-compact	+0.1%	+1.1%	-1.0%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-2.7%	+1.1%	-3.8%	+10.0%	➖ noise
13	datafusion:arrow	-2.3%	-0.1%	-2.2%	+10.0%	➖ noise
13	datafusion:vortex-compact	+0.4%	-0.1%	+0.5%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.3%	-0.1%	+0.4%	+10.0%	➖ noise
13	duckdb:duckdb	+0.5%	-0.1%	+0.6%	+10.0%	➖ noise
13	duckdb:vortex-compact	-3.7%	-0.1%	-3.6%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.2%	-0.1%	-2.1%	+10.0%	➖ noise
14	datafusion:arrow	-0.1%	-1.1%	+1.0%	+10.0%	➖ noise
14	datafusion:vortex-compact	-1.1%	-1.1%	-0.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-0.2%	-1.1%	+0.9%	+10.0%	➖ noise
14	duckdb:duckdb	-1.4%	-1.1%	-0.4%	+10.0%	➖ noise
14	duckdb:vortex-compact	-2.0%	-1.1%	-1.0%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.3%	-1.1%	+0.8%	+10.0%	➖ noise
15	datafusion:arrow	-0.1%	+0.3%	-0.4%	+10.0%	➖ noise
15	datafusion:vortex-compact	-1.0%	+0.3%	-1.3%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.9%	+0.3%	+0.7%	+10.0%	➖ noise
15	duckdb:duckdb	+0.2%	+0.3%	-0.1%	+10.0%	➖ noise
15	duckdb:vortex-compact	+0.1%	+0.3%	-0.2%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.1%	+0.3%	-0.2%	+10.0%	➖ noise
16	datafusion:arrow	+0.1%	+0.4%	-0.4%	+10.0%	➖ noise
16	datafusion:vortex-compact	-0.8%	+0.4%	-1.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.8%	+0.4%	+0.3%	+10.0%	➖ noise
16	duckdb:duckdb	-0.6%	+0.4%	-1.0%	+10.0%	➖ noise
16	duckdb:vortex-compact	+1.8%	+0.4%	+1.3%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+1.0%	+0.4%	+0.5%	+10.0%	➖ noise
17	datafusion:arrow	-0.7%	-0.3%	-0.4%	+10.0%	➖ noise
17	datafusion:vortex-compact	+0.1%	-0.3%	+0.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.6%	-0.3%	+0.9%	+10.0%	➖ noise
17	duckdb:duckdb	-1.0%	-0.3%	-0.7%	+10.0%	➖ noise
17	duckdb:vortex-compact	+2.8%	-0.3%	+3.1%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.6%	-0.3%	+0.9%	+10.0%	➖ noise
18	datafusion:arrow	-0.5%	+1.0%	-1.5%	+10.0%	➖ noise
18	datafusion:vortex-compact	-0.4%	+1.0%	-1.4%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+0.7%	+1.0%	-0.2%	+10.0%	➖ noise
18	duckdb:duckdb	+0.7%	+1.0%	-0.3%	+10.0%	➖ noise
18	duckdb:vortex-compact	+0.7%	+1.0%	-0.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-0.2%	+1.0%	-1.2%	+10.0%	➖ noise
19	datafusion:arrow	+2.9%	+1.2%	+1.7%	+10.0%	➖ noise
19	datafusion:vortex-compact	+0.6%	+1.2%	-0.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.1%	+1.2%	-0.1%	+10.0%	➖ noise
19	duckdb:duckdb	+1.2%	+1.2%	+0.1%	+10.0%	➖ noise
19	duckdb:vortex-compact	-0.2%	+1.2%	-1.4%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+1.1%	+1.2%	-0.1%	+10.0%	➖ noise
20	datafusion:arrow	+0.8%	-0.7%	+1.5%	+10.0%	➖ noise
20	datafusion:vortex-compact	+0.0%	-0.7%	+0.8%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-0.4%	-0.7%	+0.3%	+10.0%	➖ noise
20	duckdb:duckdb	+0.1%	-0.7%	+0.9%	+10.0%	➖ noise
20	duckdb:vortex-compact	+1.2%	-0.7%	+1.9%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-0.0%	-0.7%	+0.7%	+10.0%	➖ noise
21	datafusion:arrow	+0.9%	-0.2%	+1.0%	+10.0%	➖ noise
21	datafusion:vortex-compact	+0.7%	-0.2%	+0.9%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+1.0%	-0.2%	+1.1%	+10.0%	➖ noise
21	duckdb:duckdb	-2.4%	-0.2%	-2.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	+0.5%	-0.2%	+0.6%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.4%	-0.2%	+1.5%	+10.0%	➖ noise
22	datafusion:arrow	-0.9%	-0.3%	-0.6%	+10.0%	➖ noise
22	datafusion:vortex-compact	-0.7%	-0.3%	-0.4%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+0.3%	-0.3%	+0.6%	+10.0%	➖ noise
22	duckdb:duckdb	-1.3%	-0.3%	-1.0%	+10.0%	➖ noise
22	duckdb:vortex-compact	-0.5%	-0.3%	-0.3%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.6%	-0.3%	-0.3%	+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: -2.1%
Vortex (geomean): 1.013x ➖
Parquet (geomean): 1.015x ➖
Shifts: Parquet (control) +1.5% · Median polish +1.6%

---

datafusion / vortex-file-compressed (1.019x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1968420	1889203	1.04
clickbench_q01/datafusion:vortex-file-compressed	14851737	13939671	1.07
clickbench_q02/datafusion:vortex-file-compressed	33727545	31264638	1.08
clickbench_q03/datafusion:vortex-file-compressed	41068313	38421356	1.07
clickbench_q04/datafusion:vortex-file-compressed	316546021	310446627	1.02
clickbench_q05/datafusion:vortex-file-compressed	329977014	320204655	1.03
clickbench_q06/datafusion:vortex-file-compressed	1859406	1952097	0.95
clickbench_q07/datafusion:vortex-file-compressed	20108055	18292606	1.10
clickbench_q08/datafusion:vortex-file-compressed	390912871	384078789	1.02
clickbench_q09/datafusion:vortex-file-compressed	590863928	566643951	1.04
clickbench_q10/datafusion:vortex-file-compressed	73452103	71141010	1.03
clickbench_q11/datafusion:vortex-file-compressed	85695485	83595534	1.03
clickbench_q12/datafusion:vortex-file-compressed	281632345	273938782	1.03
clickbench_q13/datafusion:vortex-file-compressed	426766226	416784825	1.02
clickbench_q14/datafusion:vortex-file-compressed	272226367	265927485	1.02
clickbench_q15/datafusion:vortex-file-compressed	372078831	362106765	1.03
clickbench_q16/datafusion:vortex-file-compressed	716780936	703023248	1.02
clickbench_q17/datafusion:vortex-file-compressed	703613168	690992706	1.02
clickbench_q18/datafusion:vortex-file-compressed	1374350041	1425231293	0.96
clickbench_q19/datafusion:vortex-file-compressed	29568427	29457193	1.00
clickbench_q20/datafusion:vortex-file-compressed	356176807	357468484	1.00
clickbench_q21/datafusion:vortex-file-compressed	412537540	410380432	1.01
clickbench_q22/datafusion:vortex-file-compressed	509521966	498112225	1.02
clickbench_q23/datafusion:vortex-file-compressed	706505514	678127265	1.04
clickbench_q24/datafusion:vortex-file-compressed	50173533	51084111	0.98
clickbench_q25/datafusion:vortex-file-compressed	73001803	77179786	0.95
clickbench_q26/datafusion:vortex-file-compressed	48203730	50979572	0.95
clickbench_q27/datafusion:vortex-file-compressed	818431682	805667284	1.02
clickbench_q28/datafusion:vortex-file-compressed	6831357861	6773034054	1.01
clickbench_q29/datafusion:vortex-file-compressed	247597862	240289452	1.03
clickbench_q30/datafusion:vortex-file-compressed	238391753	234920960	1.01
clickbench_q31/datafusion:vortex-file-compressed	280204307	267821296	1.05
clickbench_q32/datafusion:vortex-file-compressed	1258271615	1152075470	1.09
clickbench_q33/datafusion:vortex-file-compressed	1426124861	1386736735	1.03
clickbench_q34/datafusion:vortex-file-compressed	1418535956	1410979228	1.01
clickbench_q35/datafusion:vortex-file-compressed	529554130	512752782	1.03
clickbench_q36/datafusion:vortex-file-compressed	79113600	78469854	1.01
clickbench_q37/datafusion:vortex-file-compressed	39167882	38958439	1.01
clickbench_q38/datafusion:vortex-file-compressed	22551600	23760536	0.95
clickbench_q39/datafusion:vortex-file-compressed	156632189	158633031	0.99
clickbench_q40/datafusion:vortex-file-compressed 🚨	20290763	18076950	1.12
clickbench_q41/datafusion:vortex-file-compressed	17744502	18844724	0.94
clickbench_q42/datafusion:vortex-file-compressed	20058511	19294008	1.04

datafusion / parquet (1.020x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	2000637	1920311	1.04
clickbench_q01/datafusion:parquet	22808615	21971992	1.04
clickbench_q02/datafusion:parquet	55767364	59155606	0.94
clickbench_q03/datafusion:parquet	43768169	45640822	0.96
clickbench_q04/datafusion:parquet	344914719	336899338	1.02
clickbench_q05/datafusion:parquet	384331841	363436517	1.06
clickbench_q06/datafusion:parquet	1776618	1750763	1.01
clickbench_q07/datafusion:parquet	26133409	26908531	0.97
clickbench_q08/datafusion:parquet	425419204	427134131	1.00
clickbench_q09/datafusion:parquet	671852863	651010395	1.03
clickbench_q10/datafusion:parquet	113820226	112623919	1.01
clickbench_q11/datafusion:parquet	142502764	136832979	1.04
clickbench_q12/datafusion:parquet	366510073	363664601	1.01
clickbench_q13/datafusion:parquet	522849821	516715143	1.01
clickbench_q14/datafusion:parquet	375368265	357169990	1.05
clickbench_q15/datafusion:parquet	382428789	374913037	1.02
clickbench_q16/datafusion:parquet	710947567	692817899	1.03
clickbench_q17/datafusion:parquet	709897503	685266393	1.04
clickbench_q18/datafusion:parquet	1418782676	1441675345	0.98
clickbench_q19/datafusion:parquet	37796656	35103556	1.08
clickbench_q20/datafusion:parquet	646159520	635774055	1.02
clickbench_q21/datafusion:parquet	699710820	686502900	1.02
clickbench_q22/datafusion:parquet	1020330053	1002645621	1.02
clickbench_q23/datafusion:parquet	3883958946	3692172146	1.05
clickbench_q24/datafusion:parquet	86232240	88760086	0.97
clickbench_q25/datafusion:parquet	146310383	142519668	1.03
clickbench_q26/datafusion:parquet	92206069	88734976	1.04
clickbench_q27/datafusion:parquet	1093795012	1082950935	1.01
clickbench_q28/datafusion:parquet	6655207358	6626676262	1.00
clickbench_q29/datafusion:parquet	242216409	246049560	0.98
clickbench_q30/datafusion:parquet	380115869	366344778	1.04
clickbench_q31/datafusion:parquet	399372650	399517785	1.00
clickbench_q32/datafusion:parquet	1292564751	1294823745	1.00
clickbench_q33/datafusion:parquet	1590013853	1584652243	1.00
clickbench_q34/datafusion:parquet	1583050520	1541082887	1.03
clickbench_q35/datafusion:parquet	552472827	528575550	1.05
clickbench_q36/datafusion:parquet 🚨	163229894	143507010	1.14
clickbench_q37/datafusion:parquet	64742563	61994008	1.04
clickbench_q38/datafusion:parquet	93417550	96545280	0.97
clickbench_q39/datafusion:parquet	290256174	280206447	1.04
clickbench_q40/datafusion:parquet	37077289	35975269	1.03
clickbench_q41/datafusion:parquet	32596497	30518422	1.07
clickbench_q42/datafusion:parquet	33190154	32467060	1.02

duckdb / vortex-file-compressed (1.007x ➖, 2↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	5972960	6281683	0.95
clickbench_q01/duckdb:vortex-file-compressed	15821273	14390149	1.10
clickbench_q02/duckdb:vortex-file-compressed	27380757	26764191	1.02
clickbench_q03/duckdb:vortex-file-compressed	32147894	31639124	1.02
clickbench_q04/duckdb:vortex-file-compressed	188945501	189376520	1.00
clickbench_q05/duckdb:vortex-file-compressed	186432887	185613519	1.00
clickbench_q06/duckdb:vortex-file-compressed	21057952	19628632	1.07
clickbench_q07/duckdb:vortex-file-compressed	15919762	15908726	1.00
clickbench_q08/duckdb:vortex-file-compressed	270615151	267649839	1.01
clickbench_q09/duckdb:vortex-file-compressed	348809544	342988254	1.02
clickbench_q10/duckdb:vortex-file-compressed	73847218	72000647	1.03
clickbench_q11/duckdb:vortex-file-compressed	85828122	83205039	1.03
clickbench_q12/duckdb:vortex-file-compressed	203490623	199982058	1.02
clickbench_q13/duckdb:vortex-file-compressed	409297831	407366127	1.00
clickbench_q14/duckdb:vortex-file-compressed	242900056	236047187	1.03
clickbench_q15/duckdb:vortex-file-compressed	249138035	249363749	1.00
clickbench_q16/duckdb:vortex-file-compressed	748901813	749860903	1.00
clickbench_q17/duckdb:vortex-file-compressed	522406980	552507657	0.95
clickbench_q18/duckdb:vortex-file-compressed	1133679161	1152589328	0.98
clickbench_q19/duckdb:vortex-file-compressed	24350424	23891430	1.02
clickbench_q20/duckdb:vortex-file-compressed	387416658	370953080	1.04
clickbench_q21/duckdb:vortex-file-compressed	430863121	410959219	1.05
clickbench_q22/duckdb:vortex-file-compressed	577553168	620649278	0.93
clickbench_q23/duckdb:vortex-file-compressed	1671883160	1770863835	0.94
clickbench_q24/duckdb:vortex-file-compressed 🚀	42229692	54021760	0.78
clickbench_q25/duckdb:vortex-file-compressed	79681374	78705065	1.01
clickbench_q26/duckdb:vortex-file-compressed 🚀	44148809	51234463	0.86
clickbench_q27/duckdb:vortex-file-compressed	515430896	505344135	1.02
clickbench_q28/duckdb:vortex-file-compressed	3022015287	2998684463	1.01
clickbench_q29/duckdb:vortex-file-compressed	29929113	29323443	1.02
clickbench_q30/duckdb:vortex-file-compressed	197288376	191972008	1.03
clickbench_q31/duckdb:vortex-file-compressed	287138697	286469700	1.00
clickbench_q32/duckdb:vortex-file-compressed	1357297563	1371739860	0.99
clickbench_q33/duckdb:vortex-file-compressed	1559186602	1417923030	1.10
clickbench_q34/duckdb:vortex-file-compressed	1625447879	1495625285	1.09
clickbench_q35/duckdb:vortex-file-compressed	382853252	380459991	1.01
clickbench_q36/duckdb:vortex-file-compressed	33828313	32113202	1.05
clickbench_q37/duckdb:vortex-file-compressed	24918350	23956677	1.04
clickbench_q38/duckdb:vortex-file-compressed	27099251	26016604	1.04
clickbench_q39/duckdb:vortex-file-compressed	46256937	47211165	0.98
clickbench_q40/duckdb:vortex-file-compressed	24982859	24278256	1.03
clickbench_q41/duckdb:vortex-file-compressed	24518095	23261150	1.05
clickbench_q42/duckdb:vortex-file-compressed	25025358	24065076	1.04

duckdb / parquet (1.009x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	25513215	26216786	0.97
clickbench_q01/duckdb:parquet	28343720	27994942	1.01
clickbench_q02/duckdb:parquet	49098060	48231345	1.02
clickbench_q03/duckdb:parquet	38054133	38660107	0.98
clickbench_q04/duckdb:parquet	204574212	201507048	1.02
clickbench_q05/duckdb:parquet	264899276	273968539	0.97
clickbench_q06/duckdb:parquet	46257685	45015264	1.03
clickbench_q07/duckdb:parquet	29905108	29167298	1.03
clickbench_q08/duckdb:parquet	266234126	266668957	1.00
clickbench_q09/duckdb:parquet	398906226	396965418	1.00
clickbench_q10/duckdb:parquet	82769566	80964438	1.02
clickbench_q11/duckdb:parquet	99834431	98177207	1.02
clickbench_q12/duckdb:parquet	296895677	296210271	1.00
clickbench_q13/duckdb:parquet	491203459	479315242	1.02
clickbench_q14/duckdb:parquet	330607327	324116975	1.02
clickbench_q15/duckdb:parquet	262584856	257740522	1.02
clickbench_q16/duckdb:parquet	661793514	641377091	1.03
clickbench_q17/duckdb:parquet	544721997	552102914	0.99
clickbench_q18/duckdb:parquet	1104260272	1086791808	1.02
clickbench_q19/duckdb:parquet	25943325	25504539	1.02
clickbench_q20/duckdb:parquet	425138345	421606981	1.01
clickbench_q21/duckdb:parquet	553057442	547558014	1.01
clickbench_q22/duckdb:parquet	945611274	939705560	1.01
clickbench_q23/duckdb:parquet	309120517	317582257	0.97
clickbench_q24/duckdb:parquet	67024300	70013793	0.96
clickbench_q25/duckdb:parquet	157634556	156983654	1.00
clickbench_q26/duckdb:parquet	51199415	49308048	1.04
clickbench_q27/duckdb:parquet	648047866	650239718	1.00
clickbench_q28/duckdb:parquet	4856210143	4812580558	1.01
clickbench_q29/duckdb:parquet	40157874	40245600	1.00
clickbench_q30/duckdb:parquet	303375968	299628315	1.01
clickbench_q31/duckdb:parquet	365500650	361091636	1.01
clickbench_q32/duckdb:parquet	1214803317	1158472475	1.05
clickbench_q33/duckdb:parquet	1333914190	1299195147	1.03
clickbench_q34/duckdb:parquet	1347504876	1329502040	1.01
clickbench_q35/duckdb:parquet	368455061	364283888	1.01
clickbench_q36/duckdb:parquet	47494673	46252952	1.03
clickbench_q37/duckdb:parquet	32770303	32721346	1.00
clickbench_q38/duckdb:parquet	33053540	34215233	0.97
clickbench_q39/duckdb:parquet	81233243	79240653	1.03
clickbench_q40/duckdb:parquet	17880737	19375282	0.92
clickbench_q41/duckdb:parquet 🚨	18788672	17021701	1.10
clickbench_q42/duckdb:parquet	21386838	20117490	1.06

duckdb / duckdb (0.956x ➖, 5↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚀	17137496	19585998	0.87
clickbench_q01/duckdb:duckdb 🚀	32488964	36454626	0.89
clickbench_q02/duckdb:duckdb	45141486	49434076	0.91
clickbench_q03/duckdb:duckdb	46727217	49750184	0.94
clickbench_q04/duckdb:duckdb	191119121	191002203	1.00
clickbench_q05/duckdb:duckdb	264035049	271448584	0.97
clickbench_q06/duckdb:duckdb 🚀	28824854	39067298	0.74
clickbench_q07/duckdb:duckdb	35037486	38653692	0.91
clickbench_q08/duckdb:duckdb	256361323	248002658	1.03
clickbench_q09/duckdb:duckdb	367946757	367224815	1.00
clickbench_q10/duckdb:duckdb	99123696	100193420	0.99
clickbench_q11/duckdb:duckdb	109093211	109179509	1.00
clickbench_q12/duckdb:duckdb	240338759	235055110	1.02
clickbench_q13/duckdb:duckdb	483481662	492795438	0.98
clickbench_q14/duckdb:duckdb	279345376	276086105	1.01
clickbench_q15/duckdb:duckdb	220326257	219177005	1.01
clickbench_q16/duckdb:duckdb	653064687	644841390	1.01
clickbench_q17/duckdb:duckdb	559674576	569365170	0.98
clickbench_q18/duckdb:duckdb	1242106139	1232717676	1.01
clickbench_q19/duckdb:duckdb	35064827	37969062	0.92
clickbench_q20/duckdb:duckdb 🚀	944312516	1065228718	0.89
clickbench_q21/duckdb:duckdb	972931725	1070219220	0.91
clickbench_q22/duckdb:duckdb	1068433513	1051596012	1.02
clickbench_q23/duckdb:duckdb	259171191	259821083	1.00
clickbench_q24/duckdb:duckdb	60962164	64290290	0.95
clickbench_q25/duckdb:duckdb	139613824	147120418	0.95
clickbench_q26/duckdb:duckdb	60163451	61134168	0.98
clickbench_q27/duckdb:duckdb 🚀	982311528	1204634610	0.82
clickbench_q28/duckdb:duckdb	4673699945	4688286117	1.00
clickbench_q29/duckdb:duckdb	48376042	52737118	0.92
clickbench_q30/duckdb:duckdb	271743342	260992252	1.04
clickbench_q31/duckdb:duckdb	414889912	427992187	0.97
clickbench_q32/duckdb:duckdb	1518500887	1504758043	1.01
clickbench_q33/duckdb:duckdb	2005469070	2123601441	0.94
clickbench_q34/duckdb:duckdb	2227898539	2237635559	1.00
clickbench_q35/duckdb:duckdb	283836291	287899066	0.99
clickbench_q36/duckdb:duckdb	42298392	46249536	0.91
clickbench_q37/duckdb:duckdb	31246279	34328096	0.91
clickbench_q38/duckdb:duckdb	31790134	34855035	0.91
clickbench_q39/duckdb:duckdb 🚨	79218592	68847767	1.15
clickbench_q40/duckdb:duckdb	31596892	34824142	0.91
clickbench_q41/duckdb:duckdb	30469132	33085489	0.92
clickbench_q42/duckdb:duckdb	31793027	35239903	0.90

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+4.2%	+0.7%	+3.5%	+771.8%	➖ noise
0	duckdb:duckdb	-12.5%	+0.7%	-13.1%	+270.8%	➖ noise
0	duckdb:vortex-file-compressed	-4.9%	+0.7%	-5.6%	+381.0%	➖ noise
1	datafusion:vortex-file-compressed	+6.5%	+2.5%	+3.9%	+22.7%	➖ noise
1	duckdb:duckdb	-10.9%	+2.5%	-13.1%	+60.9%	➖ noise
1	duckdb:vortex-file-compressed	+9.9%	+2.5%	+7.2%	+19.0%	➖ noise
2	datafusion:vortex-file-compressed	+7.9%	-2.0%	+10.1%	+21.2%	➖ noise
2	duckdb:duckdb	-8.7%	-2.0%	-6.8%	+25.4%	➖ noise
2	duckdb:vortex-file-compressed	+2.3%	-2.0%	+4.4%	+10.4%	➖ noise
3	datafusion:vortex-file-compressed	+6.9%	-2.8%	+10.0%	+157.7%	➖ noise
3	duckdb:duckdb	-6.1%	-2.8%	-3.3%	+55.7%	➖ noise
3	duckdb:vortex-file-compressed	+1.6%	-2.8%	+4.6%	+81.7%	➖ noise
4	datafusion:vortex-file-compressed	+2.0%	+1.9%	+0.0%	+10.0%	➖ noise
4	duckdb:duckdb	+0.1%	+1.9%	-1.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.2%	+1.9%	-2.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+3.1%	+1.1%	+1.9%	+10.0%	➖ noise
5	duckdb:duckdb	-2.7%	+1.1%	-3.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.4%	+1.1%	-0.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.7%	+2.1%	-6.7%	+43.2%	➖ noise
6	duckdb:duckdb	-26.2%	+2.1%	-27.7%	+31.2%	✅ faster
6	duckdb:vortex-file-compressed	+7.3%	+2.1%	+5.1%	+20.7%	➖ noise
7	datafusion:vortex-file-compressed	+9.9%	-0.2%	+10.2%	+10.2%	➖ noise
7	duckdb:duckdb	-9.4%	-0.2%	-9.2%	+14.6%	➖ noise
7	duckdb:vortex-file-compressed	+0.1%	-0.2%	+0.3%	+11.6%	➖ noise
8	datafusion:vortex-file-compressed	+1.8%	-0.3%	+2.1%	+10.0%	➖ noise
8	duckdb:duckdb	+3.4%	-0.3%	+3.7%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+1.1%	-0.3%	+1.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+4.3%	+1.8%	+2.4%	+10.0%	➖ noise
9	duckdb:duckdb	+0.2%	+1.8%	-1.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.7%	+1.8%	-0.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+3.2%	+1.6%	+1.6%	+10.0%	➖ noise
10	duckdb:duckdb	-1.1%	+1.6%	-2.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+2.6%	+1.6%	+0.9%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+2.5%	+2.9%	-0.4%	+10.0%	➖ noise
11	duckdb:duckdb	-0.1%	+2.9%	-2.9%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+3.2%	+2.9%	+0.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.8%	+0.5%	+2.3%	+10.0%	➖ noise
12	duckdb:duckdb	+2.2%	+0.5%	+1.7%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.8%	+0.5%	+1.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+2.4%	+1.8%	+0.6%	+10.0%	➖ noise
13	duckdb:duckdb	-1.9%	+1.8%	-3.7%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.5%	+1.8%	-1.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+2.4%	+3.5%	-1.1%	+10.0%	➖ noise
14	duckdb:duckdb	+1.2%	+3.5%	-2.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+2.9%	+3.5%	-0.6%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.8%	+1.9%	+0.8%	+10.0%	➖ noise
15	duckdb:duckdb	+0.5%	+1.9%	-1.4%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.1%	+1.9%	-2.0%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+2.0%	+2.9%	-0.9%	+10.0%	➖ noise
16	duckdb:duckdb	+1.3%	+2.9%	-1.6%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.1%	+2.9%	-2.9%	+14.9%	➖ noise
17	datafusion:vortex-file-compressed	+1.8%	+1.1%	+0.7%	+10.0%	➖ noise
17	duckdb:duckdb	-1.7%	+1.1%	-2.8%	+11.6%	➖ noise
17	duckdb:vortex-file-compressed	-5.4%	+1.1%	-6.5%	+18.4%	➖ noise
18	datafusion:vortex-file-compressed	-3.6%	-0.0%	-3.6%	+10.0%	➖ noise
18	duckdb:duckdb	+0.8%	-0.0%	+0.8%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.6%	-0.0%	-1.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+0.4%	+4.7%	-4.1%	+27.6%	➖ noise
19	duckdb:duckdb	-7.6%	+4.7%	-11.8%	+12.6%	✅ faster
19	duckdb:vortex-file-compressed	+1.9%	+4.7%	-2.6%	+23.9%	➖ noise
20	datafusion:vortex-file-compressed	-0.4%	+1.2%	-1.6%	+198.6%	➖ noise
20	duckdb:duckdb	-11.4%	+1.2%	-12.4%	+28.5%	➖ noise
20	duckdb:vortex-file-compressed	+4.4%	+1.2%	+3.2%	+13.0%	➖ noise
21	datafusion:vortex-file-compressed	+0.5%	+1.5%	-0.9%	+10.0%	➖ noise
21	duckdb:duckdb	-9.1%	+1.5%	-10.4%	+10.0%	✅ faster
21	duckdb:vortex-file-compressed	+4.8%	+1.5%	+3.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+2.3%	+1.2%	+1.1%	+10.6%	➖ noise
22	duckdb:duckdb	+1.6%	+1.2%	+0.4%	+16.5%	➖ noise
22	duckdb:vortex-file-compressed	-6.9%	+1.2%	-8.0%	+14.5%	➖ noise
23	datafusion:vortex-file-compressed	+4.2%	+1.2%	+3.0%	+42.3%	➖ noise
23	duckdb:duckdb	-0.3%	+1.2%	-1.4%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-5.6%	+1.2%	-6.7%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-1.8%	-3.6%	+1.8%	+21.5%	➖ noise
24	duckdb:duckdb	-5.2%	-3.6%	-1.7%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-21.8%	-3.6%	-18.9%	+25.5%	➖ noise
25	datafusion:vortex-file-compressed	-5.4%	+1.5%	-6.8%	+14.9%	➖ noise
25	duckdb:duckdb	-5.1%	+1.5%	-6.5%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+1.2%	+1.5%	-0.3%	+14.1%	➖ noise
26	datafusion:vortex-file-compressed	-5.4%	+3.9%	-9.0%	+14.4%	➖ noise
26	duckdb:duckdb	-1.6%	+3.9%	-5.3%	+13.0%	➖ noise
26	duckdb:vortex-file-compressed	-13.8%	+3.9%	-17.0%	+27.1%	➖ noise
27	datafusion:vortex-file-compressed	+1.6%	+0.3%	+1.3%	+10.0%	➖ noise
27	duckdb:duckdb	-18.5%	+0.3%	-18.7%	+10.0%	✅ faster
27	duckdb:vortex-file-compressed	+2.0%	+0.3%	+1.7%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.9%	+0.7%	+0.2%	+10.0%	➖ noise
28	duckdb:duckdb	-0.3%	+0.7%	-1.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.8%	+0.7%	+0.1%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+3.0%	-0.9%	+4.0%	+10.0%	➖ noise
29	duckdb:duckdb	-8.3%	-0.9%	-7.4%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+2.1%	-0.9%	+3.0%	+10.1%	➖ noise
30	datafusion:vortex-file-compressed	+1.5%	+2.5%	-1.0%	+10.0%	➖ noise
30	duckdb:duckdb	+4.1%	+2.5%	+1.6%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+2.8%	+2.5%	+0.3%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+4.6%	+0.6%	+4.0%	+10.0%	➖ noise
31	duckdb:duckdb	-3.1%	+0.6%	-3.6%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+0.2%	+0.6%	-0.4%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+9.2%	+2.3%	+6.7%	+15.7%	➖ noise
32	duckdb:duckdb	+0.9%	+2.3%	-1.4%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-1.1%	+2.3%	-3.3%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+2.8%	+1.5%	+1.3%	+10.0%	➖ noise
33	duckdb:duckdb	-5.6%	+1.5%	-7.0%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+10.0%	+1.5%	+8.3%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.5%	+2.0%	-1.5%	+10.0%	➖ noise
34	duckdb:duckdb	-0.4%	+2.0%	-2.4%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+8.7%	+2.0%	+6.5%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+3.3%	+2.8%	+0.4%	+10.0%	➖ noise
35	duckdb:duckdb	-1.4%	+2.8%	-4.1%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.6%	+2.8%	-2.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+0.8%	+8.1%	-6.7%	+13.6%	➖ noise
36	duckdb:duckdb	-8.5%	+8.1%	-15.4%	+15.1%	✅ faster
36	duckdb:vortex-file-compressed	+5.3%	+8.1%	-2.5%	+14.1%	➖ noise
37	datafusion:vortex-file-compressed	+0.5%	+2.3%	-1.7%	+10.0%	➖ noise
37	duckdb:duckdb	-9.0%	+2.3%	-11.0%	+11.6%	✅ faster
37	duckdb:vortex-file-compressed	+4.0%	+2.3%	+1.7%	+19.5%	➖ noise
38	datafusion:vortex-file-compressed	-5.1%	-3.3%	-1.8%	+11.2%	➖ noise
38	duckdb:duckdb	-8.8%	-3.3%	-5.7%	+11.2%	➖ noise
38	duckdb:vortex-file-compressed	+4.2%	-3.3%	+7.7%	+12.1%	➖ noise
39	datafusion:vortex-file-compressed	-1.3%	+3.0%	-4.2%	+14.0%	➖ noise
39	duckdb:duckdb	+15.1%	+3.0%	+11.7%	+16.5%	➖ noise
39	duckdb:vortex-file-compressed	-2.0%	+3.0%	-4.9%	+11.6%	➖ noise
40	datafusion:vortex-file-compressed	+12.2%	-2.5%	+15.1%	+13.9%	🚨 regression
40	duckdb:duckdb	-9.3%	-2.5%	-7.0%	+12.5%	➖ noise
40	duckdb:vortex-file-compressed	+2.9%	-2.5%	+5.5%	+12.6%	➖ noise
41	datafusion:vortex-file-compressed	-5.8%	+8.6%	-13.3%	+15.5%	➖ noise
41	duckdb:duckdb	-7.9%	+8.6%	-15.2%	+10.0%	✅ faster
41	duckdb:vortex-file-compressed	+5.4%	+8.6%	-2.9%	+10.3%	➖ noise
42	datafusion:vortex-file-compressed	+4.0%	+4.2%	-0.3%	+10.2%	➖ noise
42	duckdb:duckdb	-9.8%	+4.2%	-13.5%	+10.0%	✅ faster
42	duckdb:vortex-file-compressed	+4.0%	+4.2%	-0.2%	+10.0%	➖ 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: -3.3%
Vortex (geomean): 1.016x ➖
Parquet (geomean): 1.051x ➖
Shifts: Parquet (control) +5.1% · Median polish +2.5%

---

datafusion / vortex-file-compressed (0.994x ➖, 1↑ 2↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	238198080	222038154	1.07
tpch_q02/datafusion:vortex-file-compressed 🚨	626384623	469736879	1.33
tpch_q03/datafusion:vortex-file-compressed	389894558	383517031	1.02
tpch_q04/datafusion:vortex-file-compressed	214179478	222172264	0.96
tpch_q05/datafusion:vortex-file-compressed	400066019	545000143	0.73
tpch_q06/datafusion:vortex-file-compressed	272729576	380553601	0.72
tpch_q07/datafusion:vortex-file-compressed 🚀	352854467	606910043	0.58
tpch_q08/datafusion:vortex-file-compressed	625445348	683277187	0.92
tpch_q09/datafusion:vortex-file-compressed	542318557	529867791	1.02
tpch_q10/datafusion:vortex-file-compressed	687183761	571952835	1.20
tpch_q11/datafusion:vortex-file-compressed	463282091	403863418	1.15
tpch_q12/datafusion:vortex-file-compressed	441853477	441718116	1.00
tpch_q13/datafusion:vortex-file-compressed	175651233	157346497	1.12
tpch_q14/datafusion:vortex-file-compressed	213198346	262485696	0.81
tpch_q15/datafusion:vortex-file-compressed	349376933	356771124	0.98
tpch_q16/datafusion:vortex-file-compressed	218875610	203298523	1.08
tpch_q17/datafusion:vortex-file-compressed	510599529	427835099	1.19
tpch_q18/datafusion:vortex-file-compressed	449365087	399799954	1.12
tpch_q19/datafusion:vortex-file-compressed	399441177	529284762	0.75
tpch_q20/datafusion:vortex-file-compressed	401063451	392116890	1.02
tpch_q21/datafusion:vortex-file-compressed 🚨	670925527	443395345	1.51
tpch_q22/datafusion:vortex-file-compressed	175848255	166913543	1.05

datafusion / vortex-compact (0.955x ➖, 1↑ 2↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	430115549	248700101	1.73
tpch_q02/datafusion:vortex-compact 🚨	581262261	422772626	1.37
tpch_q03/datafusion:vortex-compact	366331659	416593895	0.88
tpch_q04/datafusion:vortex-compact	292300296	278223379	1.05
tpch_q05/datafusion:vortex-compact	431580235	450283470	0.96
tpch_q06/datafusion:vortex-compact	385325499	389917428	0.99
tpch_q07/datafusion:vortex-compact	462439486	480791263	0.96
tpch_q08/datafusion:vortex-compact	552666379	551206818	1.00
tpch_q09/datafusion:vortex-compact	470198320	406333871	1.16
tpch_q10/datafusion:vortex-compact	559711033	462425299	1.21
tpch_q11/datafusion:vortex-compact	318048859	323096883	0.98
tpch_q12/datafusion:vortex-compact	559873698	596092816	0.94
tpch_q13/datafusion:vortex-compact	183451693	195075920	0.94
tpch_q14/datafusion:vortex-compact	287192831	394658892	0.73
tpch_q15/datafusion:vortex-compact 🚀	493514977	720424764	0.69
tpch_q16/datafusion:vortex-compact	191080256	209731952	0.91
tpch_q17/datafusion:vortex-compact	368549124	420368404	0.88
tpch_q18/datafusion:vortex-compact	296977984	356906528	0.83
tpch_q19/datafusion:vortex-compact	448588456	616622537	0.73
tpch_q20/datafusion:vortex-compact	449266121	552033034	0.81
tpch_q21/datafusion:vortex-compact	547661998	626967966	0.87
tpch_q22/datafusion:vortex-compact	155323506	180183872	0.86

datafusion / parquet (1.063x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	216305402	238875126	0.91
tpch_q02/datafusion:parquet	506406586	411047296	1.23
tpch_q03/datafusion:parquet 🚨	525607100	313273176	1.68
tpch_q04/datafusion:parquet	195798414	188105161	1.04
tpch_q05/datafusion:parquet	557334363	486147440	1.15
tpch_q06/datafusion:parquet	209869436	166864844	1.26
tpch_q07/datafusion:parquet	588789252	581238729	1.01
tpch_q08/datafusion:parquet	708491952	947031810	0.75
tpch_q09/datafusion:parquet	632605889	538022860	1.18
tpch_q10/datafusion:parquet	587257178	519744086	1.13
tpch_q11/datafusion:parquet	377715191	340332767	1.11
tpch_q12/datafusion:parquet	259842377	252984828	1.03
tpch_q13/datafusion:parquet	444929598	433730375	1.03
tpch_q14/datafusion:parquet	187228738	220313667	0.85
tpch_q15/datafusion:parquet	321947914	340599847	0.95
tpch_q16/datafusion:parquet	205627816	183989280	1.12
tpch_q17/datafusion:parquet	405933296	481387202	0.84
tpch_q18/datafusion:parquet	514554482	555526525	0.93
tpch_q19/datafusion:parquet	390508764	370301385	1.05
tpch_q20/datafusion:parquet	441650813	357078777	1.24
tpch_q21/datafusion:parquet	678916546	633010305	1.07
tpch_q22/datafusion:parquet	265065021	224053225	1.18

duckdb / vortex-file-compressed (1.043x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	313980514	277452088	1.13
tpch_q02/duckdb:vortex-file-compressed	1072053089	983328400	1.09
tpch_q03/duckdb:vortex-file-compressed	728312359	658185563	1.11
tpch_q04/duckdb:vortex-file-compressed	421776114	505017449	0.84
tpch_q05/duckdb:vortex-file-compressed	919304377	841449258	1.09
tpch_q06/duckdb:vortex-file-compressed	514369232	406109759	1.27
tpch_q07/duckdb:vortex-file-compressed	895761315	746621979	1.20
tpch_q08/duckdb:vortex-file-compressed	1193860927	1044574717	1.14
tpch_q09/duckdb:vortex-file-compressed	901407444	884159660	1.02
tpch_q10/duckdb:vortex-file-compressed	771418421	760425984	1.01
tpch_q11/duckdb:vortex-file-compressed	539620238	542644199	0.99
tpch_q12/duckdb:vortex-file-compressed	474531174	483624107	0.98
tpch_q13/duckdb:vortex-file-compressed	470603194	521130570	0.90
tpch_q14/duckdb:vortex-file-compressed	531479738	540798141	0.98
tpch_q15/duckdb:vortex-file-compressed	297777025	273872853	1.09
tpch_q16/duckdb:vortex-file-compressed	374654100	366238756	1.02
tpch_q17/duckdb:vortex-file-compressed	793581887	758979783	1.05
tpch_q18/duckdb:vortex-file-compressed	572494705	608345619	0.94
tpch_q19/duckdb:vortex-file-compressed	455154825	475848072	0.96
tpch_q20/duckdb:vortex-file-compressed	892473064	888060206	1.00
tpch_q21/duckdb:vortex-file-compressed	1343956211	1042167530	1.29
tpch_q22/duckdb:vortex-file-compressed	352574331	370430769	0.95

duckdb / vortex-compact (1.079x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	294126949	306385735	0.96
tpch_q02/duckdb:vortex-compact	991223729	939936344	1.05
tpch_q03/duckdb:vortex-compact	664348151	573154932	1.16
tpch_q04/duckdb:vortex-compact	402882341	379924191	1.06
tpch_q05/duckdb:vortex-compact	970953240	940766911	1.03
tpch_q06/duckdb:vortex-compact	453820500	366216509	1.24
tpch_q07/duckdb:vortex-compact	793210071	796013429	1.00
tpch_q08/duckdb:vortex-compact	946522335	977409329	0.97
tpch_q09/duckdb:vortex-compact	1030102981	877993089	1.17
tpch_q10/duckdb:vortex-compact	819888412	704964046	1.16
tpch_q11/duckdb:vortex-compact	523108781	483687956	1.08
tpch_q12/duckdb:vortex-compact	515777620	451590193	1.14
tpch_q13/duckdb:vortex-compact	459925078	486440506	0.95
tpch_q14/duckdb:vortex-compact	593833722	625698538	0.95
tpch_q15/duckdb:vortex-compact	336909011	311052190	1.08
tpch_q16/duckdb:vortex-compact	408897042	359438181	1.14
tpch_q17/duckdb:vortex-compact	613158267	716172129	0.86
tpch_q18/duckdb:vortex-compact	568912632	479950912	1.19
tpch_q19/duckdb:vortex-compact 🚨	618197085	423571664	1.46
tpch_q20/duckdb:vortex-compact	826448631	798777079	1.03
tpch_q21/duckdb:vortex-compact	1233865400	1081980435	1.14
tpch_q22/duckdb:vortex-compact	406070703	382841748	1.06

duckdb / parquet (1.040x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚨	563075561	404684628	1.39
tpch_q02/duckdb:parquet	1487219043	1224059243	1.21
tpch_q03/duckdb:parquet	1094717854	993691791	1.10
tpch_q04/duckdb:parquet	647224322	648080836	1.00
tpch_q05/duckdb:parquet	1704414678	1713479937	0.99
tpch_q06/duckdb:parquet	500054871	441155417	1.13
tpch_q07/duckdb:parquet	1424885438	1283486265	1.11
tpch_q08/duckdb:parquet	1889879056	1853521253	1.02
tpch_q09/duckdb:parquet	1532133761	1475676912	1.04
tpch_q10/duckdb:parquet	1372760674	1338757033	1.03
tpch_q11/duckdb:parquet	966338262	874593815	1.10
tpch_q12/duckdb:parquet	706922892	917753977	0.77
tpch_q13/duckdb:parquet	892019980	892244449	1.00
tpch_q14/duckdb:parquet	703129943	634974445	1.11
tpch_q15/duckdb:parquet	483153339	555685752	0.87
tpch_q16/duckdb:parquet	623452704	637446452	0.98
tpch_q17/duckdb:parquet	740709139	747529334	0.99
tpch_q18/duckdb:parquet	934887256	900150420	1.04
tpch_q19/duckdb:parquet	875468079	834129777	1.05
tpch_q20/duckdb:parquet	1065637486	1098146543	0.97
tpch_q21/duckdb:parquet	1308844865	1176223361	1.11
tpch_q22/duckdb:parquet	634445960	635727863	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+72.9%	+12.2%	+54.1%	+74.3%	➖ noise
1	datafusion:vortex-file-compressed	+7.3%	+12.2%	-4.4%	+83.6%	➖ noise
1	duckdb:vortex-compact	-4.0%	+12.2%	-14.5%	+52.3%	➖ noise
1	duckdb:vortex-file-compressed	+13.2%	+12.2%	+0.8%	+46.6%	➖ noise
2	datafusion:vortex-compact	+37.5%	+22.3%	+12.4%	+35.8%	➖ noise
2	datafusion:vortex-file-compressed	+33.3%	+22.3%	+9.0%	+39.0%	➖ noise
2	duckdb:vortex-compact	+5.5%	+22.3%	-13.8%	+31.5%	➖ noise
2	duckdb:vortex-file-compressed	+9.0%	+22.3%	-10.9%	+31.5%	➖ noise
3	datafusion:vortex-compact	-12.1%	+36.0%	-35.3%	+59.3%	➖ noise
3	datafusion:vortex-file-compressed	+1.7%	+36.0%	-25.2%	+66.7%	➖ noise
3	duckdb:vortex-compact	+15.9%	+36.0%	-14.7%	+32.4%	➖ noise
3	duckdb:vortex-file-compressed	+10.7%	+36.0%	-18.6%	+41.6%	➖ noise
4	datafusion:vortex-compact	+5.1%	+2.0%	+3.0%	+43.2%	➖ noise
4	datafusion:vortex-file-compressed	-3.6%	+2.0%	-5.4%	+41.2%	➖ noise
4	duckdb:vortex-compact	+6.0%	+2.0%	+4.0%	+39.7%	➖ noise
4	duckdb:vortex-file-compressed	-16.5%	+2.0%	-18.1%	+46.9%	➖ noise
5	datafusion:vortex-compact	-4.2%	+6.8%	-10.2%	+31.5%	➖ noise
5	datafusion:vortex-file-compressed	-26.6%	+6.8%	-31.3%	+31.5%	✅ faster
5	duckdb:vortex-compact	+3.2%	+6.8%	-3.4%	+31.5%	➖ noise
5	duckdb:vortex-file-compressed	+9.3%	+6.8%	+2.3%	+31.5%	➖ noise
6	datafusion:vortex-compact	-1.2%	+19.4%	-17.2%	+38.6%	➖ noise
6	datafusion:vortex-file-compressed	-28.3%	+19.4%	-40.0%	+33.4%	✅ faster
6	duckdb:vortex-compact	+23.9%	+19.4%	+3.8%	+31.5%	➖ noise
6	duckdb:vortex-file-compressed	+26.7%	+19.4%	+6.1%	+31.5%	➖ noise
7	datafusion:vortex-compact	-3.8%	+6.0%	-9.3%	+31.5%	➖ noise
7	datafusion:vortex-file-compressed	-41.9%	+6.0%	-45.2%	+31.5%	✅ faster
7	duckdb:vortex-compact	-0.4%	+6.0%	-6.0%	+31.5%	➖ noise
7	duckdb:vortex-file-compressed	+20.0%	+6.0%	+13.1%	+31.5%	➖ noise
8	datafusion:vortex-compact	+0.3%	-12.7%	+14.8%	+31.5%	➖ noise
8	datafusion:vortex-file-compressed	-8.5%	-12.7%	+4.8%	+31.5%	➖ noise
8	duckdb:vortex-compact	-3.2%	-12.7%	+10.9%	+31.5%	➖ noise
8	duckdb:vortex-file-compressed	+14.3%	-12.7%	+30.9%	+31.5%	➖ noise
9	datafusion:vortex-compact	+15.7%	+10.5%	+4.7%	+31.5%	➖ noise
9	datafusion:vortex-file-compressed	+2.3%	+10.5%	-7.4%	+31.5%	➖ noise
9	duckdb:vortex-compact	+17.3%	+10.5%	+6.2%	+31.5%	➖ noise
9	duckdb:vortex-file-compressed	+2.0%	+10.5%	-7.7%	+31.5%	➖ noise
10	datafusion:vortex-compact	+21.0%	+7.6%	+12.4%	+31.5%	➖ noise
10	datafusion:vortex-file-compressed	+20.1%	+7.6%	+11.6%	+35.1%	➖ noise
10	duckdb:vortex-compact	+16.3%	+7.6%	+8.0%	+31.5%	➖ noise
10	duckdb:vortex-file-compressed	+1.4%	+7.6%	-5.8%	+31.5%	➖ noise
11	datafusion:vortex-compact	-1.6%	+10.7%	-11.1%	+31.5%	➖ noise
11	datafusion:vortex-file-compressed	+14.7%	+10.7%	+3.6%	+51.1%	➖ noise
11	duckdb:vortex-compact	+8.2%	+10.7%	-2.3%	+31.5%	➖ noise
11	duckdb:vortex-file-compressed	-0.6%	+10.7%	-10.2%	+31.5%	➖ noise
12	datafusion:vortex-compact	-6.1%	-11.1%	+5.6%	+36.3%	➖ noise
12	datafusion:vortex-file-compressed	+0.0%	-11.1%	+12.5%	+31.5%	➖ noise
12	duckdb:vortex-compact	+14.2%	-11.1%	+28.4%	+31.5%	➖ noise
12	duckdb:vortex-file-compressed	-1.9%	-11.1%	+10.3%	+31.5%	➖ noise
13	datafusion:vortex-compact	-6.0%	+1.3%	-7.1%	+64.5%	➖ noise
13	datafusion:vortex-file-compressed	+11.6%	+1.3%	+10.2%	+47.1%	➖ noise
13	duckdb:vortex-compact	-5.5%	+1.3%	-6.6%	+48.9%	➖ noise
13	duckdb:vortex-file-compressed	-9.7%	+1.3%	-10.8%	+31.5%	➖ noise
14	datafusion:vortex-compact	-27.2%	-3.0%	-25.0%	+31.5%	✅ faster
14	datafusion:vortex-file-compressed	-18.8%	-3.0%	-16.3%	+33.0%	➖ noise
14	duckdb:vortex-compact	-5.1%	-3.0%	-2.2%	+31.5%	➖ noise
14	duckdb:vortex-file-compressed	-1.7%	-3.0%	+1.3%	+31.5%	➖ noise
15	datafusion:vortex-compact	-31.5%	-9.3%	-24.4%	+33.5%	➖ noise
15	datafusion:vortex-file-compressed	-2.1%	-9.3%	+8.0%	+31.5%	➖ noise
15	duckdb:vortex-compact	+8.3%	-9.3%	+19.5%	+42.2%	➖ noise
15	duckdb:vortex-file-compressed	+8.7%	-9.3%	+19.9%	+31.5%	➖ noise
16	datafusion:vortex-compact	-8.9%	+4.6%	-12.9%	+31.5%	➖ noise
16	datafusion:vortex-file-compressed	+7.7%	+4.6%	+3.0%	+31.5%	➖ noise
16	duckdb:vortex-compact	+13.8%	+4.6%	+8.8%	+31.5%	➖ noise
16	duckdb:vortex-file-compressed	+2.3%	+4.6%	-2.2%	+31.5%	➖ noise
17	datafusion:vortex-compact	-12.3%	-8.6%	-4.1%	+35.1%	➖ noise
17	datafusion:vortex-file-compressed	+19.3%	-8.6%	+30.6%	+48.3%	➖ noise
17	duckdb:vortex-compact	-14.4%	-8.6%	-6.3%	+31.5%	➖ noise
17	duckdb:vortex-file-compressed	+4.6%	-8.6%	+14.4%	+35.3%	➖ noise
18	datafusion:vortex-compact	-16.8%	-1.9%	-15.2%	+32.7%	➖ noise
18	datafusion:vortex-file-compressed	+12.4%	-1.9%	+14.6%	+33.5%	➖ noise
18	duckdb:vortex-compact	+18.5%	-1.9%	+20.9%	+31.5%	➖ noise
18	duckdb:vortex-file-compressed	-5.9%	-1.9%	-4.1%	+31.5%	➖ noise
19	datafusion:vortex-compact	-27.3%	+5.2%	-30.9%	+31.5%	✅ faster
19	datafusion:vortex-file-compressed	-24.5%	+5.2%	-28.3%	+31.5%	✅ faster
19	duckdb:vortex-compact	+45.9%	+5.2%	+38.7%	+31.5%	🚨 regression
19	duckdb:vortex-file-compressed	-4.3%	+5.2%	-9.1%	+31.5%	➖ noise
20	datafusion:vortex-compact	-18.6%	+9.6%	-25.7%	+31.5%	✅ faster
20	datafusion:vortex-file-compressed	+2.3%	+9.6%	-6.6%	+31.5%	➖ noise
20	duckdb:vortex-compact	+3.5%	+9.6%	-5.6%	+31.5%	➖ noise
20	duckdb:vortex-file-compressed	+0.5%	+9.6%	-8.3%	+31.5%	➖ noise
21	datafusion:vortex-compact	-12.6%	+9.2%	-20.0%	+31.5%	➖ noise
21	datafusion:vortex-file-compressed	+51.3%	+9.2%	+38.5%	+33.6%	🚨 regression
21	duckdb:vortex-compact	+14.0%	+9.2%	+4.4%	+31.8%	➖ noise
21	duckdb:vortex-file-compressed	+29.0%	+9.2%	+18.0%	+31.5%	➖ noise
22	datafusion:vortex-compact	-13.8%	+8.7%	-20.7%	+34.8%	➖ noise
22	datafusion:vortex-file-compressed	+5.4%	+8.7%	-3.0%	+31.5%	➖ noise
22	duckdb:vortex-compact	+6.1%	+8.7%	-2.4%	+34.6%	➖ noise
22	duckdb:vortex-file-compressed	-4.8%	+8.7%	-12.4%	+31.5%	➖ noise

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.004x ➖
Parquet (geomean): 1.000x ➖

---

unknown / unknown (1.000x ➖, 0↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
compress time/Arade	1161821697	1171723909	0.99
compress time/Bimbo	6976329682	7058875539	0.99
compress time/CMSprovider	2940502654	2931874205	1.00
compress time/Euro2016	412301842	416816520	0.99
compress time/Food	383145838	391904667	0.98
compress time/HashTags	798276030	804322748	0.99
compress time/TPC-H l_comment canonical	1321883513	1310695560	1.01
compress time/TPC-H l_comment chunked	1352941738	1303005820	1.04
compress time/taxi	716454328	716777827	1.00
compress time/wide table cols=100 chunks=1 rows=1000	12533579	12992605	0.96
compress time/wide table cols=100 chunks=50 rows=1000	13082222	12634329	1.04
compress time/wide table cols=1000 chunks=1 rows=1000	144226680	135103572	1.07
compress time/wide table cols=1000 chunks=50 rows=1000	139198767	139933475	0.99
compress time/wide table cols=10000 chunks=1 rows=1000	1430207869	1417671732	1.01
compress time/wide table cols=10000 chunks=50 rows=1000	1424573426	1408684858	1.01
decompress time/Arade	32658608	31604882	1.03
decompress time/Bimbo	100820544	98521038	1.02
decompress time/CMSprovider	86585897	86378786	1.00
decompress time/Euro2016	21339757	21099887	1.01
decompress time/Food	9276362	10010841	0.93
decompress time/HashTags	83201174	81926635	1.02
decompress time/TPC-H l_comment canonical	41557720	40522509	1.03
decompress time/TPC-H l_comment chunked	41944874	40886262	1.03
decompress time/taxi	21664536	22147154	0.98
decompress time/wide table cols=100 chunks=1 rows=1000	2681300	2812508	0.95
decompress time/wide table cols=100 chunks=50 rows=1000	2730852	2703073	1.01
decompress time/wide table cols=1000 chunks=1 rows=1000	23902384	24475259	0.98
decompress time/wide table cols=1000 chunks=50 rows=1000	24084037	24491336	0.98
decompress time/wide table cols=10000 chunks=1 rows=1000	245325553	246905989	0.99
decompress time/wide table cols=10000 chunks=50 rows=1000	242370242	250237810	0.97
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	3004030368	3030019091	0.99
parquet_rs-zstd compress time/Bimbo	17239733286	17061539661	1.01
parquet_rs-zstd compress time/CMSprovider	7711110962	7691092505	1.00
parquet_rs-zstd compress time/Euro2016	1343758803	1347894345	1.00
parquet_rs-zstd compress time/Food	941830402	927954541	1.01
parquet_rs-zstd compress time/HashTags	2453339883	2443589990	1.00
parquet_rs-zstd compress time/TPC-H l_comment canonical	3074683571	3117454469	0.99
parquet_rs-zstd compress time/TPC-H l_comment chunked	3104564710	3094922783	1.00
parquet_rs-zstd compress time/taxi	1505181802	1498253813	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6615344	6633598	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6519602	6671450	0.98
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	86087003	90715619	0.95
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	89429905	85805315	1.04
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	858223919	877614048	0.98
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	862000780	893786163	0.96
parquet_rs-zstd decompress time/Arade	642820953	641593374	1.00
parquet_rs-zstd decompress time/Bimbo	1730811070	1716374052	1.01
parquet_rs-zstd decompress time/CMSprovider	1939533732	1926620572	1.01
parquet_rs-zstd decompress time/Euro2016	386241223	388964304	0.99
parquet_rs-zstd decompress time/Food	220511904	219903205	1.00
parquet_rs-zstd decompress time/HashTags	626537082	635967688	0.99
parquet_rs-zstd decompress time/TPC-H l_comment canonical	561665376	568836312	0.99
parquet_rs-zstd decompress time/TPC-H l_comment chunked	561574443	562287868	1.00
parquet_rs-zstd decompress time/taxi	244386189	245271627	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2703666	2735566	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2656115	2715296	0.98
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	31331841	32939138	0.95
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	31853926	32523027	0.98
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	366276812	373340892	0.98
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	364102922	376285240	0.97
vortex-file-compressed size/Arade	145363828	145363828	1.00
vortex-file-compressed size/Bimbo	468763364	468763364	1.00
vortex-file-compressed size/CMSprovider	417907844	417907844	1.00
vortex-file-compressed size/Euro2016	163394956	163599188	1.00
vortex-file-compressed size/Food	41926968	41926968	1.00
vortex-file-compressed size/HashTags	195647860	195647860	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087392	179087392	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087392	179087392	1.00
vortex-file-compressed size/taxi	52363980	52363980	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930880	930880	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930880	930880	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293680	9293680	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293680	9293680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957680	92957680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957680	92957680	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.00
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.98
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.99
vortex:parquet-zstd ratio compress time/Food	0	0	0.96
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.99
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	1.04
vortex:parquet-zstd ratio compress time/taxi	0	0	0.99
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	0.97
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	2	1	1.06
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000 🚨	1	1	1.12
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.95
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.03
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.05
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.03
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.01
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.02
vortex:parquet-zstd ratio decompress time/Food	0	0	0.92
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.03
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.04
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.03
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	1	0.96
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	1	0	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.9%
Vortex (geomean): 1.025x ➖
Parquet (geomean): 0.996x ➖
Shifts: Parquet (control) -0.4% · Median polish +3.1%

---

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

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	690639264	694733480	0.99
tpch_q02/datafusion:vortex-file-compressed	784302599	778675849	1.01
tpch_q03/datafusion:vortex-file-compressed 🚀	872645702	1476964760	0.59
tpch_q04/datafusion:vortex-file-compressed	597359849	757623309	0.79
tpch_q05/datafusion:vortex-file-compressed	1025788856	1180110997	0.87
tpch_q06/datafusion:vortex-file-compressed	686582487	652820694	1.05
tpch_q07/datafusion:vortex-file-compressed	1342226380	1239903661	1.08
tpch_q08/datafusion:vortex-file-compressed 🚨	2945208206	1621544453	1.82
tpch_q09/datafusion:vortex-file-compressed	1887213396	1598645123	1.18
tpch_q10/datafusion:vortex-file-compressed	1354852463	1076991465	1.26
tpch_q11/datafusion:vortex-file-compressed	657930632	604846530	1.09
tpch_q12/datafusion:vortex-file-compressed	969687850	895187025	1.08
tpch_q13/datafusion:vortex-file-compressed	450261318	426995616	1.05
tpch_q14/datafusion:vortex-file-compressed	597018076	605415117	0.99
tpch_q15/datafusion:vortex-file-compressed	1165994708	1133951587	1.03
tpch_q16/datafusion:vortex-file-compressed	370336511	408711957	0.91
tpch_q17/datafusion:vortex-file-compressed	1179798803	1277036002	0.92
tpch_q18/datafusion:vortex-file-compressed	1308457057	1363859068	0.96
tpch_q19/datafusion:vortex-file-compressed	824012483	836300139	0.99
tpch_q20/datafusion:vortex-file-compressed	1107458800	1025289133	1.08
tpch_q21/datafusion:vortex-file-compressed	1854567450	1671174638	1.11
tpch_q22/datafusion:vortex-file-compressed	559311979	473423312	1.18

datafusion / vortex-compact (0.965x ➖, 2↑ 2↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	706774188	697190985	1.01
tpch_q02/datafusion:vortex-compact	867880959	834477466	1.04
tpch_q03/datafusion:vortex-compact 🚀	780777932	1158101256	0.67
tpch_q04/datafusion:vortex-compact	600040859	695266077	0.86
tpch_q05/datafusion:vortex-compact	922495253	956694283	0.96
tpch_q06/datafusion:vortex-compact	618914964	613150633	1.01
tpch_q07/datafusion:vortex-compact	1084941131	1018992062	1.06
tpch_q08/datafusion:vortex-compact	1112975226	1356483661	0.82
tpch_q09/datafusion:vortex-compact	1323329762	1337576146	0.99
tpch_q10/datafusion:vortex-compact	1074929013	933338628	1.15
tpch_q11/datafusion:vortex-compact	423959330	562093362	0.75
tpch_q12/datafusion:vortex-compact	906975057	1204231088	0.75
tpch_q13/datafusion:vortex-compact	425351505	455974384	0.93
tpch_q14/datafusion:vortex-compact	675824057	735239303	0.92
tpch_q15/datafusion:vortex-compact	1415994382	1469634229	0.96
tpch_q16/datafusion:vortex-compact 🚀	509946995	732911486	0.70
tpch_q17/datafusion:vortex-compact	1268748578	1223045199	1.04
tpch_q18/datafusion:vortex-compact	1196131974	1188219078	1.01
tpch_q19/datafusion:vortex-compact 🚨	1502854673	1151067595	1.31
tpch_q20/datafusion:vortex-compact	1374372302	1101888528	1.25
tpch_q21/datafusion:vortex-compact	1637399975	1670635979	0.98
tpch_q22/datafusion:vortex-compact 🚨	693423885	488638109	1.42

datafusion / parquet (0.910x ➖, 3↑ 1↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	837245408	828880643	1.01
tpch_q02/datafusion:parquet 🚨	1186950603	827291253	1.43
tpch_q03/datafusion:parquet	1315500165	1076621784	1.22
tpch_q04/datafusion:parquet	580823902	709311286	0.82
tpch_q05/datafusion:parquet 🚀	1275803382	2097896205	0.61
tpch_q06/datafusion:parquet 🚀	616079818	917378465	0.67
tpch_q07/datafusion:parquet	1285437726	1725585850	0.74
tpch_q08/datafusion:parquet	1761263916	1870552590	0.94
tpch_q09/datafusion:parquet	1788631600	2047294713	0.87
tpch_q10/datafusion:parquet 🚀	1964459830	3156715826	0.62
tpch_q11/datafusion:parquet	616260570	779493931	0.79
tpch_q12/datafusion:parquet	780103750	683990654	1.14
tpch_q13/datafusion:parquet	765557473	702341840	1.09
tpch_q14/datafusion:parquet	907737472	838549648	1.08
tpch_q15/datafusion:parquet	1362793457	1233799443	1.10
tpch_q16/datafusion:parquet	470052276	415041092	1.13
tpch_q17/datafusion:parquet	1465520838	1376854798	1.06
tpch_q18/datafusion:parquet	1490066684	1782182174	0.84
tpch_q19/datafusion:parquet	1108923732	1292764564	0.86
tpch_q20/datafusion:parquet	1320385578	1661936069	0.79
tpch_q21/datafusion:parquet	1844069088	2253432283	0.82
tpch_q22/datafusion:parquet	986932411	1167118270	0.85

duckdb / vortex-file-compressed (1.048x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	638573638	646903509	0.99
tpch_q02/duckdb:vortex-file-compressed	1226090295	1182261745	1.04
tpch_q03/duckdb:vortex-file-compressed	1098549589	989889197	1.11
tpch_q04/duckdb:vortex-file-compressed	742670542	804824021	0.92
tpch_q05/duckdb:vortex-file-compressed	1158909095	1218190495	0.95
tpch_q06/duckdb:vortex-file-compressed	844208879	812516581	1.04
tpch_q07/duckdb:vortex-file-compressed	1268849492	1117503944	1.14
tpch_q08/duckdb:vortex-file-compressed	1487819713	1471597515	1.01
tpch_q09/duckdb:vortex-file-compressed	1574297858	1408565268	1.12
tpch_q10/duckdb:vortex-file-compressed	1282074939	1142996646	1.12
tpch_q11/duckdb:vortex-file-compressed	665591151	712615815	0.93
tpch_q12/duckdb:vortex-file-compressed	893652563	715028101	1.25
tpch_q13/duckdb:vortex-file-compressed	957715795	953098135	1.00
tpch_q14/duckdb:vortex-file-compressed	833030651	856943458	0.97
tpch_q15/duckdb:vortex-file-compressed	569178328	537234880	1.06
tpch_q16/duckdb:vortex-file-compressed	516370172	488073741	1.06
tpch_q17/duckdb:vortex-file-compressed	1058180518	1004654181	1.05
tpch_q18/duckdb:vortex-file-compressed	940904466	900369347	1.05
tpch_q19/duckdb:vortex-file-compressed	784119681	798816423	0.98
tpch_q20/duckdb:vortex-file-compressed	1287498890	1205690620	1.07
tpch_q21/duckdb:vortex-file-compressed	2094356190	2003474326	1.05
tpch_q22/duckdb:vortex-file-compressed	761960953	623258668	1.22

duckdb / vortex-compact (1.063x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	628425105	616480558	1.02
tpch_q02/duckdb:vortex-compact	1155939833	1042533385	1.11
tpch_q03/duckdb:vortex-compact	862671016	812400370	1.06
tpch_q04/duckdb:vortex-compact	624287859	511274130	1.22
tpch_q05/duckdb:vortex-compact	1096483419	1041456949	1.05
tpch_q06/duckdb:vortex-compact	753679547	786744264	0.96
tpch_q07/duckdb:vortex-compact	1153699028	1013159579	1.14
tpch_q08/duckdb:vortex-compact	1438951401	1316720019	1.09
tpch_q09/duckdb:vortex-compact	1393855472	1341704903	1.04
tpch_q10/duckdb:vortex-compact	1094094317	1012674620	1.08
tpch_q11/duckdb:vortex-compact	702319322	634156820	1.11
tpch_q12/duckdb:vortex-compact	748445978	775050574	0.97
tpch_q13/duckdb:vortex-compact	870400567	893794999	0.97
tpch_q14/duckdb:vortex-compact	927296744	875494448	1.06
tpch_q15/duckdb:vortex-compact	570174164	555056539	1.03
tpch_q16/duckdb:vortex-compact	451450211	433183508	1.04
tpch_q17/duckdb:vortex-compact	941313994	932560784	1.01
tpch_q18/duckdb:vortex-compact	942989770	794831067	1.19
tpch_q19/duckdb:vortex-compact	751612640	767844877	0.98
tpch_q20/duckdb:vortex-compact	1239980701	1166825534	1.06
tpch_q21/duckdb:vortex-compact	1805951267	1722446423	1.05
tpch_q22/duckdb:vortex-compact	770702041	637874709	1.21

duckdb / parquet (1.089x ➖, 0↑ 0↓)

name	PR 2f9a5e2 (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	989398092	860472089	1.15
tpch_q02/duckdb:parquet	1719710997	1636559436	1.05
tpch_q03/duckdb:parquet	1762929013	1755187079	1.00
tpch_q04/duckdb:parquet	1191686722	1062290377	1.12
tpch_q05/duckdb:parquet	2456176625	2134884259	1.15
tpch_q06/duckdb:parquet	780467807	717193795	1.09
tpch_q07/duckdb:parquet	1977550830	1884825928	1.05
tpch_q08/duckdb:parquet	2888893898	2392130719	1.21
tpch_q09/duckdb:parquet	2672766671	2524677649	1.06
tpch_q10/duckdb:parquet	3088449691	3063830297	1.01
tpch_q11/duckdb:parquet	1097737495	1104838442	0.99
tpch_q12/duckdb:parquet	1243030952	1207285191	1.03
tpch_q13/duckdb:parquet	1364395601	1146144551	1.19
tpch_q14/duckdb:parquet	1263664437	1200471791	1.05
tpch_q15/duckdb:parquet	817986200	907029706	0.90
tpch_q16/duckdb:parquet	1010108711	812537517	1.24
tpch_q17/duckdb:parquet	1575294579	1368832671	1.15
tpch_q18/duckdb:parquet	1532027562	1306996870	1.17
tpch_q19/duckdb:parquet	1611629315	1424535168	1.13
tpch_q20/duckdb:parquet	2036042456	1843833701	1.10
tpch_q21/duckdb:parquet	1902258478	1705882598	1.12
tpch_q22/duckdb:parquet	1133781202	1072583095	1.06

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+1.4%	+7.8%	-5.9%	+49.6%	➖ noise
1	datafusion:vortex-file-compressed	-0.6%	+7.8%	-7.8%	+50.7%	➖ noise
1	duckdb:vortex-compact	+1.9%	+7.8%	-5.4%	+36.7%	➖ noise
1	duckdb:vortex-file-compressed	-1.3%	+7.8%	-8.4%	+34.9%	➖ noise
2	datafusion:vortex-compact	+4.0%	+22.8%	-15.3%	+43.4%	➖ noise
2	datafusion:vortex-file-compressed	+0.7%	+22.8%	-18.0%	+39.7%	➖ noise
2	duckdb:vortex-compact	+10.9%	+22.8%	-9.7%	+34.9%	➖ noise
2	duckdb:vortex-file-compressed	+3.7%	+22.8%	-15.5%	+36.2%	➖ noise
3	datafusion:vortex-compact	-32.6%	+10.8%	-39.1%	+46.6%	✅ faster
3	datafusion:vortex-file-compressed	-40.9%	+10.8%	-46.7%	+97.0%	➖ noise
3	duckdb:vortex-compact	+6.2%	+10.8%	-4.1%	+36.1%	➖ noise
3	duckdb:vortex-file-compressed	+11.0%	+10.8%	+0.2%	+39.4%	➖ noise
4	datafusion:vortex-compact	-13.7%	-4.2%	-10.0%	+34.9%	➖ noise
4	datafusion:vortex-file-compressed	-21.2%	-4.2%	-17.7%	+34.9%	➖ noise
4	duckdb:vortex-compact	+22.1%	-4.2%	+27.4%	+34.9%	➖ noise
4	duckdb:vortex-file-compressed	-7.7%	-4.2%	-3.7%	+34.9%	➖ noise
5	datafusion:vortex-compact	-3.6%	-16.4%	+15.3%	+34.9%	➖ noise
5	datafusion:vortex-file-compressed	-13.1%	-16.4%	+3.9%	+34.9%	➖ noise
5	duckdb:vortex-compact	+5.3%	-16.4%	+25.9%	+34.9%	➖ noise
5	duckdb:vortex-file-compressed	-4.9%	-16.4%	+13.7%	+34.9%	➖ noise
6	datafusion:vortex-compact	+0.9%	-14.5%	+18.1%	+34.9%	➖ noise
6	datafusion:vortex-file-compressed	+5.2%	-14.5%	+23.0%	+34.9%	➖ noise
6	duckdb:vortex-compact	-4.2%	-14.5%	+12.1%	+34.9%	➖ noise
6	duckdb:vortex-file-compressed	+3.9%	-14.5%	+21.5%	+34.9%	➖ noise
7	datafusion:vortex-compact	+6.5%	-11.6%	+20.4%	+34.9%	➖ noise
7	datafusion:vortex-file-compressed	+8.3%	-11.6%	+22.4%	+34.9%	➖ noise
7	duckdb:vortex-compact	+13.9%	-11.6%	+28.8%	+34.9%	➖ noise
7	duckdb:vortex-file-compressed	+13.5%	-11.6%	+28.4%	+34.9%	➖ noise
8	datafusion:vortex-compact	-18.0%	+6.6%	-23.1%	+34.9%	➖ noise
8	datafusion:vortex-file-compressed	+81.6%	+6.6%	+70.3%	+41.9%	🚨 regression
8	duckdb:vortex-compact	+9.3%	+6.6%	+2.5%	+34.9%	➖ noise
8	duckdb:vortex-file-compressed	+1.1%	+6.6%	-5.2%	+34.9%	➖ noise
9	datafusion:vortex-compact	-1.1%	-3.8%	+2.9%	+34.9%	➖ noise
9	datafusion:vortex-file-compressed	+18.1%	-3.8%	+22.7%	+34.9%	➖ noise
9	duckdb:vortex-compact	+3.9%	-3.8%	+8.0%	+34.9%	➖ noise
9	duckdb:vortex-file-compressed	+11.8%	-3.8%	+16.2%	+34.9%	➖ noise
10	datafusion:vortex-compact	+15.2%	-20.8%	+45.4%	+34.9%	🚨 regression
10	datafusion:vortex-file-compressed	+25.8%	-20.8%	+58.8%	+34.9%	🚨 regression
10	duckdb:vortex-compact	+8.0%	-20.8%	+36.4%	+34.9%	🚨 regression
10	duckdb:vortex-file-compressed	+12.2%	-20.8%	+41.6%	+34.9%	🚨 regression
11	datafusion:vortex-compact	-24.6%	-11.4%	-14.9%	+34.9%	➖ noise
11	datafusion:vortex-file-compressed	+8.8%	-11.4%	+22.7%	+41.0%	➖ noise
11	duckdb:vortex-compact	+10.7%	-11.4%	+25.0%	+34.9%	➖ noise
11	duckdb:vortex-file-compressed	-6.6%	-11.4%	+5.4%	+34.9%	➖ noise
12	datafusion:vortex-compact	-24.7%	+8.4%	-30.5%	+34.9%	✅ faster
12	datafusion:vortex-file-compressed	+8.3%	+8.4%	-0.0%	+34.9%	➖ noise
12	duckdb:vortex-compact	-3.4%	+8.4%	-10.9%	+34.9%	➖ noise
12	duckdb:vortex-file-compressed	+25.0%	+8.4%	+15.3%	+34.9%	➖ noise
13	datafusion:vortex-compact	-6.7%	+13.9%	-18.1%	+34.9%	➖ noise
13	datafusion:vortex-file-compressed	+5.4%	+13.9%	-7.4%	+34.9%	➖ noise
13	duckdb:vortex-compact	-2.6%	+13.9%	-14.5%	+42.9%	➖ noise
13	duckdb:vortex-file-compressed	+0.5%	+13.9%	-11.8%	+39.9%	➖ noise
14	datafusion:vortex-compact	-8.1%	+6.7%	-13.9%	+34.9%	➖ noise
14	datafusion:vortex-file-compressed	-1.4%	+6.7%	-7.6%	+34.9%	➖ noise
14	duckdb:vortex-compact	+5.9%	+6.7%	-0.8%	+34.9%	➖ noise
14	duckdb:vortex-file-compressed	-2.8%	+6.7%	-8.9%	+34.9%	➖ noise
15	datafusion:vortex-compact	-3.6%	-0.2%	-3.5%	+34.9%	➖ noise
15	datafusion:vortex-file-compressed	+2.8%	-0.2%	+3.0%	+34.9%	➖ noise
15	duckdb:vortex-compact	+2.7%	-0.2%	+2.9%	+34.9%	➖ noise
15	duckdb:vortex-file-compressed	+5.9%	-0.2%	+6.2%	+34.9%	➖ noise
16	datafusion:vortex-compact	-30.4%	+18.7%	-41.4%	+43.9%	✅ faster
16	datafusion:vortex-file-compressed	-9.4%	+18.7%	-23.6%	+34.9%	➖ noise
16	duckdb:vortex-compact	+4.2%	+18.7%	-12.2%	+34.9%	➖ noise
16	duckdb:vortex-file-compressed	+5.8%	+18.7%	-10.8%	+34.9%	➖ noise
17	datafusion:vortex-compact	+3.7%	+10.7%	-6.3%	+34.9%	➖ noise
17	datafusion:vortex-file-compressed	-7.6%	+10.7%	-16.5%	+34.9%	➖ noise
17	duckdb:vortex-compact	+0.9%	+10.7%	-8.8%	+34.9%	➖ noise
17	duckdb:vortex-file-compressed	+5.3%	+10.7%	-4.8%	+34.9%	➖ noise
18	datafusion:vortex-compact	+0.7%	-1.0%	+1.7%	+34.9%	➖ noise
18	datafusion:vortex-file-compressed	-4.1%	-1.0%	-3.1%	+34.9%	➖ noise
18	duckdb:vortex-compact	+18.6%	-1.0%	+19.8%	+34.9%	➖ noise
18	duckdb:vortex-file-compressed	+4.5%	-1.0%	+5.6%	+34.9%	➖ noise
19	datafusion:vortex-compact	+30.6%	-1.5%	+32.5%	+34.9%	➖ noise
19	datafusion:vortex-file-compressed	-1.5%	-1.5%	+0.0%	+34.9%	➖ noise
19	duckdb:vortex-compact	-2.1%	-1.5%	-0.6%	+34.9%	➖ noise
19	duckdb:vortex-file-compressed	-1.8%	-1.5%	-0.4%	+34.9%	➖ noise
20	datafusion:vortex-compact	+24.7%	-6.3%	+33.2%	+35.5%	➖ noise
20	datafusion:vortex-file-compressed	+8.0%	-6.3%	+15.3%	+39.3%	➖ noise
20	duckdb:vortex-compact	+6.3%	-6.3%	+13.5%	+34.9%	➖ noise
20	duckdb:vortex-file-compressed	+6.8%	-6.3%	+14.0%	+34.9%	➖ noise
21	datafusion:vortex-compact	-2.0%	-4.5%	+2.6%	+34.9%	➖ noise
21	datafusion:vortex-file-compressed	+11.0%	-4.5%	+16.2%	+34.9%	➖ noise
21	duckdb:vortex-compact	+4.8%	-4.5%	+9.8%	+34.9%	➖ noise
21	duckdb:vortex-file-compressed	+4.5%	-4.5%	+9.4%	+34.9%	➖ noise
22	datafusion:vortex-compact	+41.9%	-5.5%	+50.1%	+38.7%	🚨 regression
22	datafusion:vortex-file-compressed	+18.1%	-5.5%	+25.0%	+36.1%	➖ noise
22	duckdb:vortex-compact	+20.8%	-5.5%	+27.8%	+34.9%	➖ noise
22	duckdb:vortex-file-compressed	+22.3%	-5.5%	+29.3%	+34.9%	➖ noise