reenable LTO for release builds and benchmarks

[myrrc]

No description provided.

[0ax1]

The rationale from prev discussions was that our perf should not rely on LTO. We can't make assumption about other crates that import Vortex whether LTO is enabled. Story would be diff if Vortex would be the executable top-level binary. Should we leave perf on the table due to missing cross crate opt, we should scan our APIs for missing inline annotations which also benefit clients that don't use LTO.

[codspeed-hq]

Merging this PR will degrade performance by 15.94%

⚡ 64 improved benchmarks
❌ 8 regressed benchmarks
✅ 103 untouched benchmarks
⏩ 1023 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	Simulation	append_arrow_buffer[128]	1.4 µs	1.2 µs	+14.55%
⚡	Simulation	append_arrow_buffer[16384]	136.6 µs	118.4 µs	+15.41%
⚡	Simulation	bitwise_and_arrow_buffer[16384]	6 µs	5.3 µs	+12.68%
⚡	Simulation	append_arrow_buffer[1024]	8.8 µs	7.6 µs	+15.32%
⚡	Simulation	bitwise_and_arrow_buffer[128]	1.9 µs	1.3 µs	+48.3%
⚡	Simulation	append_buffer_arrow_buffer[1024]	12.7 µs	11.4 µs	+12.01%
⚡	Simulation	append_arrow_buffer[2048]	17.3 µs	15 µs	+15.37%
⚡	Simulation	bitwise_not_vortex_buffer[1024]	3.7 µs	2.6 µs	+42.31%
⚡	Simulation	bitwise_not_vortex_buffer[128]	4.4 µs	3.3 µs	+32.13%
⚡	Simulation	bitwise_and_arrow_buffer[1024]	2.1 µs	1.4 µs	+44.31%
⚡	Simulation	bitwise_not_vortex_buffer[16384]	7.3 µs	6.2 µs	+17.89%
⚡	Simulation	bitwise_not_vortex_buffer[2048]	3.8 µs	2.7 µs	+40.86%
⚡	Simulation	bitwise_and_vortex_buffer[16384]	9.5 µs	7.4 µs	+28.72%
⚡	Simulation	append_arrow_buffer[65536]	545.6 µs	472.7 µs	+15.41%
⚡	Simulation	bitwise_not_arrow_buffer[2048]	2.4 µs	1.9 µs	+21.01%
⚡	Simulation	bitwise_and_vortex_buffer[2048]	4.4 µs	2.7 µs	+62.71%
⚡	Simulation	append_buffer_arrow_buffer[128]	3.3 µs	2.4 µs	+35.25%
⚡	Simulation	bitwise_not_arrow_buffer[1024]	2.3 µs	1.9 µs	+21.72%
⚡	Simulation	bitwise_and_arrow_buffer[2048]	2.3 µs	1.6 µs	+39.33%
⚡	Simulation	bitwise_not_arrow_buffer[128]	2.1 µs	1.7 µs	+22.21%
...	...	...	...	...	...

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

---

_{Comparing myrrc/lto (d75de6d) with develop (deb7de0)}

Footnotes

1. 1023 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	d75de6d		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.996x ➖

---

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

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	123522632	126816661	0.97
polarsignals_q01/datafusion:vortex-file-compressed	275142830	289899629	0.95
polarsignals_q02/datafusion:vortex-file-compressed	23652903	24621874	0.96
polarsignals_q03/datafusion:vortex-file-compressed	287320719	281313711	1.02
polarsignals_q04/datafusion:vortex-file-compressed	12330456	12281605	1.00
polarsignals_q05/datafusion:vortex-file-compressed	15662939	14876545	1.05
polarsignals_q06/datafusion:vortex-file-compressed	18669782	19453034	0.96
polarsignals_q07/datafusion:vortex-file-compressed	14425567	14421850	1.00
polarsignals_q08/datafusion:vortex-file-compressed	367430159	358511429	1.02
polarsignals_q09/datafusion:vortex-file-compressed	11436470	11204107	1.02

[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: +1.1%
Vortex (geomean): 0.941x ➖
Parquet (geomean): 0.930x ➖
Shifts: Parquet (control) -7.0% · Median polish -6.2%

---

datafusion / vortex-file-compressed (0.927x ➖, 4↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	4738033	5886129	0.80
fineweb_q01/datafusion:vortex-file-compressed	20967415	22188538	0.94
fineweb_q02/datafusion:vortex-file-compressed 🚀	19994374	22509707	0.89
fineweb_q03/datafusion:vortex-file-compressed 🚀	76427528	88856582	0.86
fineweb_q04/datafusion:vortex-file-compressed	229845114	229522330	1.00
fineweb_q05/datafusion:vortex-file-compressed	207000253	220281046	0.94
fineweb_q06/datafusion:vortex-file-compressed	50065343	53908848	0.93
fineweb_q07/datafusion:vortex-file-compressed 🚀	55782397	66372032	0.84
fineweb_q08/datafusion:vortex-file-compressed 🚨	25414162	21366506	1.19

datafusion / vortex-compact (0.904x ➖, 2↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	4796969	6108695	0.79
fineweb_q01/datafusion:vortex-compact	122584294	131539167	0.93
fineweb_q02/datafusion:vortex-compact	126224253	135461641	0.93
fineweb_q03/datafusion:vortex-compact	1022400110	1116558207	0.92
fineweb_q04/datafusion:vortex-compact	1123631779	1179103847	0.95
fineweb_q05/datafusion:vortex-compact	934702418	1035555239	0.90
fineweb_q06/datafusion:vortex-compact	519016315	566282986	0.92
fineweb_q07/datafusion:vortex-compact	549730601	577782254	0.95
fineweb_q08/datafusion:vortex-compact 🚀	17962541	20807613	0.86

datafusion / parquet (0.927x ➖, 2↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6466167	6604721	0.98
fineweb_q01/datafusion:parquet 🚀	278738339	314487464	0.89
fineweb_q02/datafusion:parquet 🚀	283703685	322702894	0.88
fineweb_q03/datafusion:parquet	294917071	302547214	0.97
fineweb_q04/datafusion:parquet	294663595	325057050	0.91
fineweb_q05/datafusion:parquet	296359865	315370358	0.94
fineweb_q06/datafusion:parquet	282940513	309922193	0.91
fineweb_q07/datafusion:parquet	280500593	303181412	0.93
fineweb_q08/datafusion:parquet	278598335	296222649	0.94

duckdb / vortex-file-compressed (0.984x ➖, 0↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3369057	3612955	0.93
fineweb_q01/duckdb:vortex-file-compressed	20935160	22023239	0.95
fineweb_q02/duckdb:vortex-file-compressed	23473739	24327166	0.96
fineweb_q03/duckdb:vortex-file-compressed 🚨	152991930	126060037	1.21
fineweb_q04/duckdb:vortex-file-compressed	219538839	222832490	0.99
fineweb_q05/duckdb:vortex-file-compressed	204863162	217768717	0.94
fineweb_q06/duckdb:vortex-file-compressed	51477277	56057559	0.92
fineweb_q07/duckdb:vortex-file-compressed	52860011	56177940	0.94
fineweb_q08/duckdb:vortex-file-compressed	25158072	24257329	1.04

duckdb / vortex-compact (0.949x ➖, 1↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3774507	4080435	0.93
fineweb_q01/duckdb:vortex-compact	101981281	100038647	1.02
fineweb_q02/duckdb:vortex-compact 🚀	106110026	124552380	0.85
fineweb_q03/duckdb:vortex-compact	868171767	919608886	0.94
fineweb_q04/duckdb:vortex-compact	905071565	964873257	0.94
fineweb_q05/duckdb:vortex-compact	808732490	863177068	0.94
fineweb_q06/duckdb:vortex-compact	460461373	484133096	0.95
fineweb_q07/duckdb:vortex-compact	471872368	502486040	0.94
fineweb_q08/duckdb:vortex-compact	20687462	19815081	1.04

duckdb / parquet (0.933x ➖, 2↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚀	27336388	31019789	0.88
fineweb_q01/duckdb:parquet	84450837	88772261	0.95
fineweb_q02/duckdb:parquet	83771692	90430517	0.93
fineweb_q03/duckdb:parquet	318011005	328787831	0.97
fineweb_q04/duckdb:parquet	444267595	462179710	0.96
fineweb_q05/duckdb:parquet	410941140	432420633	0.95
fineweb_q06/duckdb:parquet	199992057	211715945	0.94
fineweb_q07/duckdb:parquet	209429235	222686000	0.94
fineweb_q08/duckdb:parquet 🚀	32265331	36658194	0.88

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-21.5%	-7.1%	-15.5%	+51.7%	➖ noise
0	datafusion:vortex-file-compressed	-19.5%	-7.1%	-13.3%	+56.5%	➖ noise
0	duckdb:vortex-compact	-7.5%	-7.1%	-0.4%	+51.1%	➖ noise
0	duckdb:vortex-file-compressed	-6.8%	-7.1%	+0.4%	+87.2%	➖ noise
1	datafusion:vortex-compact	-6.8%	-8.2%	+1.5%	+16.1%	➖ noise
1	datafusion:vortex-file-compressed	-5.5%	-8.2%	+2.9%	+31.3%	➖ noise
1	duckdb:vortex-compact	+1.9%	-8.2%	+11.0%	+23.2%	➖ noise
1	duckdb:vortex-file-compressed	-4.9%	-8.2%	+3.5%	+64.2%	➖ noise
2	datafusion:vortex-compact	-6.8%	-9.8%	+3.3%	+12.3%	➖ noise
2	datafusion:vortex-file-compressed	-11.2%	-9.8%	-1.6%	+12.2%	➖ noise
2	duckdb:vortex-compact	-14.8%	-9.8%	-5.6%	+21.5%	➖ noise
2	duckdb:vortex-file-compressed	-3.5%	-9.8%	+6.9%	+10.0%	➖ noise
3	datafusion:vortex-compact	-8.4%	-2.9%	-5.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-14.0%	-2.9%	-11.4%	+29.4%	➖ noise
3	duckdb:vortex-compact	-5.6%	-2.9%	-2.8%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+21.4%	-2.9%	+25.0%	+30.5%	➖ noise
4	datafusion:vortex-compact	-4.7%	-6.7%	+2.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.1%	-6.7%	+7.3%	+10.0%	➖ noise
4	duckdb:vortex-compact	-6.2%	-6.7%	+0.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.5%	-6.7%	+5.5%	+10.0%	➖ noise
5	datafusion:vortex-compact	-9.7%	-5.5%	-4.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-6.0%	-5.5%	-0.6%	+10.0%	➖ noise
5	duckdb:vortex-compact	-6.3%	-5.5%	-0.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-5.9%	-5.5%	-0.5%	+10.0%	➖ noise
6	datafusion:vortex-compact	-8.3%	-7.1%	-1.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-7.1%	-7.1%	+0.0%	+16.8%	➖ noise
6	duckdb:vortex-compact	-4.9%	-7.1%	+2.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-8.2%	-7.1%	-1.1%	+10.0%	➖ noise
7	datafusion:vortex-compact	-4.9%	-6.7%	+2.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-16.0%	-6.7%	-9.9%	+21.2%	➖ noise
7	duckdb:vortex-compact	-6.1%	-6.7%	+0.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-5.9%	-6.7%	+0.9%	+31.3%	➖ noise
8	datafusion:vortex-compact	-13.7%	-9.0%	-5.1%	+23.1%	➖ noise
8	datafusion:vortex-file-compressed	+18.9%	-9.0%	+30.7%	+40.4%	➖ noise
8	duckdb:vortex-compact	+4.4%	-9.0%	+14.7%	+16.8%	➖ noise
8	duckdb:vortex-file-compressed	+3.7%	-9.0%	+14.0%	+25.7%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.9%
Vortex (geomean): 0.955x ➖
Parquet (geomean): 0.979x ➖
Shifts: Parquet (control) -2.1% · Median polish -3.6%

---

datafusion / vortex-file-compressed (0.959x ➖, 5↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	23516376	25299809	0.93
tpcds_q02/datafusion:vortex-file-compressed	44955152	47000243	0.96
tpcds_q03/datafusion:vortex-file-compressed	14542880	15811927	0.92
tpcds_q04/datafusion:vortex-file-compressed	250011810	254046843	0.98
tpcds_q05/datafusion:vortex-file-compressed	43854721	42752639	1.03
tpcds_q06/datafusion:vortex-file-compressed	60171749	61515974	0.98
tpcds_q07/datafusion:vortex-file-compressed	40632671	43295336	0.94
tpcds_q08/datafusion:vortex-file-compressed	27641753	29816082	0.93
tpcds_q09/datafusion:vortex-file-compressed	41425554	43884979	0.94
tpcds_q10/datafusion:vortex-file-compressed	38595652	39115703	0.99
tpcds_q11/datafusion:vortex-file-compressed	124963496	128488876	0.97
tpcds_q12/datafusion:vortex-file-compressed	19610779	19252818	1.02
tpcds_q13/datafusion:vortex-file-compressed	43468922	43940379	0.99
tpcds_q14/datafusion:vortex-file-compressed	163572110	174708576	0.94
tpcds_q15/datafusion:vortex-file-compressed	27481781	29651836	0.93
tpcds_q16/datafusion:vortex-file-compressed 🚀	27740368	31627380	0.88
tpcds_q17/datafusion:vortex-file-compressed	61767893	63691579	0.97
tpcds_q18/datafusion:vortex-file-compressed	64947925	67216900	0.97
tpcds_q19/datafusion:vortex-file-compressed	23312586	21975374	1.06
tpcds_q20/datafusion:vortex-file-compressed	20789431	20475703	1.02
tpcds_q21/datafusion:vortex-file-compressed	34013403	35601852	0.96
tpcds_q22/datafusion:vortex-file-compressed 🚨	152134699	119739039	1.27
tpcds_q23/datafusion:vortex-file-compressed	155679055	148130307	1.05
tpcds_q24/datafusion:vortex-file-compressed	83225768	82690899	1.01
tpcds_q25/datafusion:vortex-file-compressed	64746166	66763551	0.97
tpcds_q26/datafusion:vortex-file-compressed	32740068	34756063	0.94
tpcds_q27/datafusion:vortex-file-compressed	99232700	101978471	0.97
tpcds_q28/datafusion:vortex-file-compressed	40037069	41303844	0.97
tpcds_q29/datafusion:vortex-file-compressed	61165963	61670633	0.99
tpcds_q30/datafusion:vortex-file-compressed	23610316	23532641	1.00
tpcds_q31/datafusion:vortex-file-compressed	72030409	74621742	0.97
tpcds_q32/datafusion:vortex-file-compressed	19380553	21178258	0.92
tpcds_q33/datafusion:vortex-file-compressed	27301541	30060624	0.91
tpcds_q34/datafusion:vortex-file-compressed	23202801	24603876	0.94
tpcds_q35/datafusion:vortex-file-compressed	43788718	44492693	0.98
tpcds_q36/datafusion:vortex-file-compressed	55384733	58045711	0.95
tpcds_q37/datafusion:vortex-file-compressed	24877301	25175784	0.99
tpcds_q38/datafusion:vortex-file-compressed	42203521	46078550	0.92
tpcds_q39/datafusion:vortex-file-compressed	106151874	106107377	1.00
tpcds_q40/datafusion:vortex-file-compressed	31091538	33615407	0.92
tpcds_q41/datafusion:vortex-file-compressed 🚀	14482677	17081277	0.85
tpcds_q42/datafusion:vortex-file-compressed	13393642	14517025	0.92
tpcds_q43/datafusion:vortex-file-compressed	18015101	18792692	0.96
tpcds_q44/datafusion:vortex-file-compressed	29796089	32871969	0.91
tpcds_q45/datafusion:vortex-file-compressed	25477319	27417506	0.93
tpcds_q46/datafusion:vortex-file-compressed	33397320	34904180	0.96
tpcds_q47/datafusion:vortex-file-compressed	127593595	133386561	0.96
tpcds_q48/datafusion:vortex-file-compressed	36811753	38406867	0.96
tpcds_q49/datafusion:vortex-file-compressed	55429522	57080885	0.97
tpcds_q50/datafusion:vortex-file-compressed	38031835	41088138	0.93
tpcds_q51/datafusion:vortex-file-compressed	83694238	88934422	0.94
tpcds_q52/datafusion:vortex-file-compressed	13435149	14534384	0.92
tpcds_q53/datafusion:vortex-file-compressed	20009696	21285350	0.94
tpcds_q54/datafusion:vortex-file-compressed	34317466	35274758	0.97
tpcds_q55/datafusion:vortex-file-compressed	12947271	13867276	0.93
tpcds_q56/datafusion:vortex-file-compressed	27744863	30750778	0.90
tpcds_q57/datafusion:vortex-file-compressed	104659930	103876659	1.01
tpcds_q58/datafusion:vortex-file-compressed	50441273	54506677	0.93
tpcds_q59/datafusion:vortex-file-compressed	54769997	57116935	0.96
tpcds_q60/datafusion:vortex-file-compressed 🚀	27279031	30319214	0.90
tpcds_q61/datafusion:vortex-file-compressed	37694931	40575513	0.93
tpcds_q62/datafusion:vortex-file-compressed	26451304	26921669	0.98
tpcds_q63/datafusion:vortex-file-compressed 🚀	19554283	22129544	0.88
tpcds_q64/datafusion:vortex-file-compressed	394493124	404488503	0.98
tpcds_q65/datafusion:vortex-file-compressed	41685840	41834818	1.00
tpcds_q66/datafusion:vortex-file-compressed	66629941	72788997	0.92
tpcds_q67/datafusion:vortex-file-compressed	142046113	144867919	0.98
tpcds_q68/datafusion:vortex-file-compressed	30674933	32558727	0.94
tpcds_q69/datafusion:vortex-file-compressed	34339263	37625528	0.91
tpcds_q70/datafusion:vortex-file-compressed	83220901	87356607	0.95
tpcds_q71/datafusion:vortex-file-compressed	22446502	22878455	0.98
tpcds_q72/datafusion:vortex-file-compressed	2147833380	2191239413	0.98
tpcds_q73/datafusion:vortex-file-compressed	21805979	23496493	0.93
tpcds_q74/datafusion:vortex-file-compressed	79371948	77217098	1.03
tpcds_q75/datafusion:vortex-file-compressed	102805176	110381183	0.93
tpcds_q76/datafusion:vortex-file-compressed	24698492	23723310	1.04
tpcds_q77/datafusion:vortex-file-compressed	38154137	39751890	0.96
tpcds_q78/datafusion:vortex-file-compressed	120066657	124632207	0.96
tpcds_q79/datafusion:vortex-file-compressed	28793297	29357660	0.98
tpcds_q80/datafusion:vortex-file-compressed	88907021	93260522	0.95
tpcds_q81/datafusion:vortex-file-compressed	23081899	23951421	0.96
tpcds_q82/datafusion:vortex-file-compressed	25884778	26475208	0.98
tpcds_q83/datafusion:vortex-file-compressed	31845105	33359263	0.95
tpcds_q84/datafusion:vortex-file-compressed	12599277	13262440	0.95
tpcds_q85/datafusion:vortex-file-compressed	85775533	94064757	0.91
tpcds_q86/datafusion:vortex-file-compressed	16286140	17048526	0.96
tpcds_q87/datafusion:vortex-file-compressed	42263528	45786167	0.92
tpcds_q88/datafusion:vortex-file-compressed	54739348	55772002	0.98
tpcds_q89/datafusion:vortex-file-compressed	23565533	24604996	0.96
tpcds_q90/datafusion:vortex-file-compressed	14123994	15082061	0.94
tpcds_q91/datafusion:vortex-file-compressed	18637920	18821697	0.99
tpcds_q92/datafusion:vortex-file-compressed	17768749	19391517	0.92
tpcds_q93/datafusion:vortex-file-compressed	33029241	34821691	0.95
tpcds_q94/datafusion:vortex-file-compressed 🚀	21823218	25011251	0.87
tpcds_q95/datafusion:vortex-file-compressed	57449080	58321182	0.99
tpcds_q96/datafusion:vortex-file-compressed	13208651	13950759	0.95
tpcds_q97/datafusion:vortex-file-compressed	31680348	31523906	1.00
tpcds_q98/datafusion:vortex-file-compressed	23525370	23787288	0.99
tpcds_q99/datafusion:vortex-file-compressed	27496073	29119516	0.94

datafusion / vortex-compact (0.942x ➖, 12↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	25017633	27002209	0.93
tpcds_q02/datafusion:vortex-compact	51256110	54070335	0.95
tpcds_q03/datafusion:vortex-compact	19910409	19357440	1.03
tpcds_q04/datafusion:vortex-compact	291444541	291043740	1.00
tpcds_q05/datafusion:vortex-compact 🚀	43954116	48938553	0.90
tpcds_q06/datafusion:vortex-compact	61270560	60197317	1.02
tpcds_q07/datafusion:vortex-compact	50864137	52373758	0.97
tpcds_q08/datafusion:vortex-compact	32913592	35631103	0.92
tpcds_q09/datafusion:vortex-compact	58370525	62410583	0.94
tpcds_q10/datafusion:vortex-compact	48906755	50470447	0.97
tpcds_q11/datafusion:vortex-compact	141308096	150915898	0.94
tpcds_q12/datafusion:vortex-compact	21203797	22500801	0.94
tpcds_q13/datafusion:vortex-compact	89184399	93985456	0.95
tpcds_q14/datafusion:vortex-compact	188435311	207620229	0.91
tpcds_q15/datafusion:vortex-compact	28436571	30685472	0.93
tpcds_q16/datafusion:vortex-compact	30832683	32499961	0.95
tpcds_q17/datafusion:vortex-compact	70438255	73040311	0.96
tpcds_q18/datafusion:vortex-compact	75276969	75649584	1.00
tpcds_q19/datafusion:vortex-compact	28134518	30028138	0.94
tpcds_q20/datafusion:vortex-compact	23789153	25821945	0.92
tpcds_q21/datafusion:vortex-compact	37366208	39505249	0.95
tpcds_q22/datafusion:vortex-compact	116648487	124074282	0.94
tpcds_q23/datafusion:vortex-compact	160774198	163209440	0.99
tpcds_q24/datafusion:vortex-compact	94024994	96104631	0.98
tpcds_q25/datafusion:vortex-compact	76639758	79932145	0.96
tpcds_q26/datafusion:vortex-compact	41790819	46240918	0.90
tpcds_q27/datafusion:vortex-compact	125632757	123050732	1.02
tpcds_q28/datafusion:vortex-compact	73428302	79575272	0.92
tpcds_q29/datafusion:vortex-compact	72940027	73431688	0.99
tpcds_q30/datafusion:vortex-compact	26848566	28231154	0.95
tpcds_q31/datafusion:vortex-compact	93277194	98559865	0.95
tpcds_q32/datafusion:vortex-compact	25370318	26264550	0.97
tpcds_q33/datafusion:vortex-compact 🚀	33161125	36943196	0.90
tpcds_q34/datafusion:vortex-compact	29922017	32324295	0.93
tpcds_q35/datafusion:vortex-compact	48674657	51163855	0.95
tpcds_q36/datafusion:vortex-compact	71990003	78085303	0.92
tpcds_q37/datafusion:vortex-compact	37086562	40609959	0.91
tpcds_q38/datafusion:vortex-compact 🚀	48032108	53903224	0.89
tpcds_q39/datafusion:vortex-compact	109540989	116309031	0.94
tpcds_q40/datafusion:vortex-compact	34671817	36998910	0.94
tpcds_q41/datafusion:vortex-compact 🚀	16650276	18732680	0.89
tpcds_q42/datafusion:vortex-compact	17948408	18834360	0.95
tpcds_q43/datafusion:vortex-compact	23183414	25577453	0.91
tpcds_q44/datafusion:vortex-compact	45785701	50786758	0.90
tpcds_q45/datafusion:vortex-compact	29510144	30805253	0.96
tpcds_q46/datafusion:vortex-compact	42055343	44671177	0.94
tpcds_q47/datafusion:vortex-compact	144692292	152130817	0.95
tpcds_q48/datafusion:vortex-compact	67465735	71749526	0.94
tpcds_q49/datafusion:vortex-compact 🚀	64516348	72147250	0.89
tpcds_q50/datafusion:vortex-compact	47089131	47108341	1.00
tpcds_q51/datafusion:vortex-compact	90834770	95244396	0.95
tpcds_q52/datafusion:vortex-compact	17559277	18456681	0.95
tpcds_q53/datafusion:vortex-compact	26683903	27996625	0.95
tpcds_q54/datafusion:vortex-compact	41846038	41729756	1.00
tpcds_q55/datafusion:vortex-compact	17413320	18548440	0.94
tpcds_q56/datafusion:vortex-compact	33962528	35837205	0.95
tpcds_q57/datafusion:vortex-compact	116530249	116326461	1.00
tpcds_q58/datafusion:vortex-compact	59384769	62826380	0.95
tpcds_q59/datafusion:vortex-compact	66467411	69828587	0.95
tpcds_q60/datafusion:vortex-compact 🚀	32762510	36423185	0.90
tpcds_q61/datafusion:vortex-compact	52278548	54458249	0.96
tpcds_q62/datafusion:vortex-compact 🚀	23953504	28374196	0.84
tpcds_q63/datafusion:vortex-compact	26248435	29080136	0.90
tpcds_q64/datafusion:vortex-compact	446381262	448497072	1.00
tpcds_q65/datafusion:vortex-compact	51826801	55157858	0.94
tpcds_q66/datafusion:vortex-compact	74078969	74589644	0.99
tpcds_q67/datafusion:vortex-compact	149465201	153614448	0.97
tpcds_q68/datafusion:vortex-compact	42810712	45397108	0.94
tpcds_q69/datafusion:vortex-compact	45176081	46906113	0.96
tpcds_q70/datafusion:vortex-compact	96464692	97430028	0.99
tpcds_q71/datafusion:vortex-compact	28416164	30333878	0.94
tpcds_q72/datafusion:vortex-compact	2090738434	2149466015	0.97
tpcds_q73/datafusion:vortex-compact	28704135	30584261	0.94
tpcds_q74/datafusion:vortex-compact	87134373	93615107	0.93
tpcds_q75/datafusion:vortex-compact	120973657	127930806	0.95
tpcds_q76/datafusion:vortex-compact	31056924	33179048	0.94
tpcds_q77/datafusion:vortex-compact	47458439	50828360	0.93
tpcds_q78/datafusion:vortex-compact	130144735	137049070	0.95
tpcds_q79/datafusion:vortex-compact	37053183	37678508	0.98
tpcds_q80/datafusion:vortex-compact	96614361	104253828	0.93
tpcds_q81/datafusion:vortex-compact 🚀	24902170	30951157	0.80
tpcds_q82/datafusion:vortex-compact	37975312	40672198	0.93
tpcds_q83/datafusion:vortex-compact	32358638	33742803	0.96
tpcds_q84/datafusion:vortex-compact 🚀	13398089	15563992	0.86
tpcds_q85/datafusion:vortex-compact	122587554	129332231	0.95
tpcds_q86/datafusion:vortex-compact 🚀	17153779	22670410	0.76
tpcds_q87/datafusion:vortex-compact	49079547	53056315	0.93
tpcds_q88/datafusion:vortex-compact	71814032	75656644	0.95
tpcds_q89/datafusion:vortex-compact	29208128	31660520	0.92
tpcds_q90/datafusion:vortex-compact 🚀	14122399	16276778	0.87
tpcds_q91/datafusion:vortex-compact	30086302	33084649	0.91
tpcds_q92/datafusion:vortex-compact	22855864	25137540	0.91
tpcds_q93/datafusion:vortex-compact	38264774	39209962	0.98
tpcds_q94/datafusion:vortex-compact	26529034	26440450	1.00
tpcds_q95/datafusion:vortex-compact	59140044	62830982	0.94
tpcds_q96/datafusion:vortex-compact	16211963	17677620	0.92
tpcds_q97/datafusion:vortex-compact 🚀	33948318	37721597	0.90
tpcds_q98/datafusion:vortex-compact	28131077	29242686	0.96
tpcds_q99/datafusion:vortex-compact	34657671	31793842	1.09

datafusion / parquet (0.967x ➖, 3↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	30256417	30643773	0.99
tpcds_q02/datafusion:parquet	40308277	43907643	0.92
tpcds_q03/datafusion:parquet	13074943	13784149	0.95
tpcds_q04/datafusion:parquet	263998773	274512896	0.96
tpcds_q05/datafusion:parquet	38888281	41972462	0.93
tpcds_q06/datafusion:parquet	59190894	60423069	0.98
tpcds_q07/datafusion:parquet	78580202	79226327	0.99
tpcds_q08/datafusion:parquet	24984261	26154982	0.96
tpcds_q09/datafusion:parquet	42328134	44415314	0.95
tpcds_q10/datafusion:parquet	78528603	75162868	1.04
tpcds_q11/datafusion:parquet	146705042	145466281	1.01
tpcds_q12/datafusion:parquet	16467292	16122597	1.02
tpcds_q13/datafusion:parquet	74800326	76101952	0.98
tpcds_q14/datafusion:parquet	157377152	163989671	0.96
tpcds_q15/datafusion:parquet	20589001	22271102	0.92
tpcds_q16/datafusion:parquet	23181179	23904792	0.97
tpcds_q17/datafusion:parquet	61481586	66867223	0.92
tpcds_q18/datafusion:parquet	115206554	117062894	0.98
tpcds_q19/datafusion:parquet	22562752	23500692	0.96
tpcds_q20/datafusion:parquet	16967359	16083948	1.05
tpcds_q21/datafusion:parquet	19607486	19582105	1.00
tpcds_q22/datafusion:parquet	143520716	143081736	1.00
tpcds_q23/datafusion:parquet	144802113	144148868	1.00
tpcds_q24/datafusion:parquet	90561273	92519278	0.98
tpcds_q25/datafusion:parquet	62896206	63893306	0.98
tpcds_q26/datafusion:parquet	66226314	67958456	0.97
tpcds_q27/datafusion:parquet	144213454	148725005	0.97
tpcds_q28/datafusion:parquet	44104130	44444309	0.99
tpcds_q29/datafusion:parquet	65038629	64845660	1.00
tpcds_q30/datafusion:parquet	33909340	35331098	0.96
tpcds_q31/datafusion:parquet	62769668	64601065	0.97
tpcds_q32/datafusion:parquet	17786312	18402679	0.97
tpcds_q33/datafusion:parquet	25379505	26696558	0.95
tpcds_q34/datafusion:parquet	20550427	21441632	0.96
tpcds_q35/datafusion:parquet	73245753	72573564	1.01
tpcds_q36/datafusion:parquet	53521722	56435321	0.95
tpcds_q37/datafusion:parquet	20084023	19234782	1.04
tpcds_q38/datafusion:parquet	40654194	40397742	1.01
tpcds_q39/datafusion:parquet	71978266	72842204	0.99
tpcds_q40/datafusion:parquet	23859759	24790966	0.96
tpcds_q41/datafusion:parquet	13130727	13399980	0.98
tpcds_q42/datafusion:parquet	11597445	11704601	0.99
tpcds_q43/datafusion:parquet	16403856	16675215	0.98
tpcds_q44/datafusion:parquet	31715976	33091331	0.96
tpcds_q45/datafusion:parquet	27253058	29209984	0.93
tpcds_q46/datafusion:parquet	31696263	33040597	0.96
tpcds_q47/datafusion:parquet	123219879	125123982	0.98
tpcds_q48/datafusion:parquet	70636617	73537696	0.96
tpcds_q49/datafusion:parquet	53598412	54222230	0.99
tpcds_q50/datafusion:parquet	45161941	43190664	1.05
tpcds_q51/datafusion:parquet	80566227	86325852	0.93
tpcds_q52/datafusion:parquet	11760970	12607250	0.93
tpcds_q53/datafusion:parquet	17189951	18482132	0.93
tpcds_q54/datafusion:parquet	32950750	34588423	0.95
tpcds_q55/datafusion:parquet	11414163	11939654	0.96
tpcds_q56/datafusion:parquet	26119060	26018335	1.00
tpcds_q57/datafusion:parquet	98915541	96543143	1.02
tpcds_q58/datafusion:parquet	47860454	50626837	0.95
tpcds_q59/datafusion:parquet	50973104	52854928	0.96
tpcds_q60/datafusion:parquet	25272887	27520647	0.92
tpcds_q61/datafusion:parquet	39951146	41790761	0.96
tpcds_q62/datafusion:parquet	23519765	25230952	0.93
tpcds_q63/datafusion:parquet	17091316	17852721	0.96
tpcds_q64/datafusion:parquet	518102667	517339538	1.00
tpcds_q65/datafusion:parquet	37586645	36869187	1.02
tpcds_q66/datafusion:parquet 🚀	61602840	69992236	0.88
tpcds_q67/datafusion:parquet	141104561	139062571	1.01
tpcds_q68/datafusion:parquet	31413504	32161567	0.98
tpcds_q69/datafusion:parquet	70462206	69728741	1.01
tpcds_q70/datafusion:parquet	82043037	89740040	0.91
tpcds_q71/datafusion:parquet	21476719	23389127	0.92
tpcds_q72/datafusion:parquet	588873994	606122053	0.97
tpcds_q73/datafusion:parquet	20961567	21590518	0.97
tpcds_q74/datafusion:parquet	81736906	82056085	1.00
tpcds_q75/datafusion:parquet	94466582	99371023	0.95
tpcds_q76/datafusion:parquet	28885239	30986736	0.93
tpcds_q77/datafusion:parquet	36343665	38566831	0.94
tpcds_q78/datafusion:parquet	108096323	112734226	0.96
tpcds_q79/datafusion:parquet	25823773	26456424	0.98
tpcds_q80/datafusion:parquet	74802687	77725899	0.96
tpcds_q81/datafusion:parquet	30327782	33040543	0.92
tpcds_q82/datafusion:parquet	18745734	19104723	0.98
tpcds_q83/datafusion:parquet	37093953	39044141	0.95
tpcds_q84/datafusion:parquet	38809009	39376669	0.99
tpcds_q85/datafusion:parquet	147279591	150087064	0.98
tpcds_q86/datafusion:parquet 🚀	13534044	15576687	0.87
tpcds_q87/datafusion:parquet	38974345	42804276	0.91
tpcds_q88/datafusion:parquet	55718301	58597045	0.95
tpcds_q89/datafusion:parquet	19727960	21497334	0.92
tpcds_q90/datafusion:parquet	14278785	13903519	1.03
tpcds_q91/datafusion:parquet	58082571	61792550	0.94
tpcds_q92/datafusion:parquet	16870837	18403186	0.92
tpcds_q93/datafusion:parquet	30083414	31156726	0.97
tpcds_q94/datafusion:parquet	18904417	19722373	0.96
tpcds_q95/datafusion:parquet	57069576	56813329	1.00
tpcds_q96/datafusion:parquet 🚀	11139130	13127248	0.85
tpcds_q97/datafusion:parquet	29094358	30273736	0.96
tpcds_q98/datafusion:parquet	20986787	21526070	0.97
tpcds_q99/datafusion:parquet	24958300	24689550	1.01

duckdb / vortex-file-compressed (0.956x ➖, 11↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	20774783	21526775	0.97
tpcds_q02/duckdb:vortex-file-compressed	33776051	32800157	1.03
tpcds_q03/duckdb:vortex-file-compressed	30789223	33176489	0.93
tpcds_q04/duckdb:vortex-file-compressed	98715941	109099786	0.90
tpcds_q05/duckdb:vortex-file-compressed	37181487	36516233	1.02
tpcds_q06/duckdb:vortex-file-compressed	32011920	32161113	1.00
tpcds_q07/duckdb:vortex-file-compressed 🚀	18266927	20313772	0.90
tpcds_q08/duckdb:vortex-file-compressed	27183628	28506855	0.95
tpcds_q09/duckdb:vortex-file-compressed	35207891	36987729	0.95
tpcds_q10/duckdb:vortex-file-compressed	38728212	40577528	0.95
tpcds_q11/duckdb:vortex-file-compressed	60653383	62264856	0.97
tpcds_q12/duckdb:vortex-file-compressed	14080201	14890031	0.95
tpcds_q13/duckdb:vortex-file-compressed	32155134	32949659	0.98
tpcds_q14/duckdb:vortex-file-compressed	105239567	111319919	0.95
tpcds_q15/duckdb:vortex-file-compressed	26196867	26910841	0.97
tpcds_q16/duckdb:vortex-file-compressed 🚀	24791294	27726259	0.89
tpcds_q17/duckdb:vortex-file-compressed	41134962	43202068	0.95
tpcds_q18/duckdb:vortex-file-compressed	43749072	46614477	0.94
tpcds_q19/duckdb:vortex-file-compressed	32015015	32726121	0.98
tpcds_q20/duckdb:vortex-file-compressed 🚀	14304745	15910189	0.90
tpcds_q21/duckdb:vortex-file-compressed	16299448	17433321	0.93
tpcds_q22/duckdb:vortex-file-compressed	74115713	74345718	1.00
tpcds_q23/duckdb:vortex-file-compressed	103479584	108990472	0.95
tpcds_q24/duckdb:vortex-file-compressed	47366178	50961498	0.93
tpcds_q25/duckdb:vortex-file-compressed	47164425	48114161	0.98
tpcds_q26/duckdb:vortex-file-compressed	39093945	40393377	0.97
tpcds_q27/duckdb:vortex-file-compressed 🚀	43044358	48584539	0.89
tpcds_q28/duckdb:vortex-file-compressed	35339450	34852249	1.01
tpcds_q29/duckdb:vortex-file-compressed	40528418	42179228	0.96
tpcds_q30/duckdb:vortex-file-compressed	23824305	24819438	0.96
tpcds_q31/duckdb:vortex-file-compressed	33498870	35838750	0.93
tpcds_q32/duckdb:vortex-file-compressed	13286707	14260648	0.93
tpcds_q33/duckdb:vortex-file-compressed	23291629	23731944	0.98
tpcds_q34/duckdb:vortex-file-compressed	22232266	23138533	0.96
tpcds_q35/duckdb:vortex-file-compressed	62917798	66042321	0.95
tpcds_q36/duckdb:vortex-file-compressed	25223339	25161352	1.00
tpcds_q37/duckdb:vortex-file-compressed	14763022	16041702	0.92
tpcds_q38/duckdb:vortex-file-compressed	35105220	36419567	0.96
tpcds_q39/duckdb:vortex-file-compressed	34054106	34304004	0.99
tpcds_q40/duckdb:vortex-file-compressed	19345116	19140046	1.01
tpcds_q41/duckdb:vortex-file-compressed	12388870	13373223	0.93
tpcds_q42/duckdb:vortex-file-compressed 🚀	11497916	13629938	0.84
tpcds_q43/duckdb:vortex-file-compressed	22082729	22670036	0.97
tpcds_q44/duckdb:vortex-file-compressed	21776727	21199900	1.03
tpcds_q45/duckdb:vortex-file-compressed	27832833	29197470	0.95
tpcds_q46/duckdb:vortex-file-compressed	49976833	50971276	0.98
tpcds_q47/duckdb:vortex-file-compressed	46897946	46736753	1.00
tpcds_q48/duckdb:vortex-file-compressed 🚀	29170485	32530226	0.90
tpcds_q49/duckdb:vortex-file-compressed	34987466	36337581	0.96
tpcds_q50/duckdb:vortex-file-compressed	32809054	34111153	0.96
tpcds_q51/duckdb:vortex-file-compressed	96440295	103501940	0.93
tpcds_q52/duckdb:vortex-file-compressed	12080884	12802132	0.94
tpcds_q53/duckdb:vortex-file-compressed	22054467	22996020	0.96
tpcds_q54/duckdb:vortex-file-compressed	26942557	28476338	0.95
tpcds_q55/duckdb:vortex-file-compressed 🚀	12345499	14383742	0.86
tpcds_q56/duckdb:vortex-file-compressed	22742187	24473467	0.93
tpcds_q57/duckdb:vortex-file-compressed	39712907	39661253	1.00
tpcds_q58/duckdb:vortex-file-compressed	29269188	28759253	1.02
tpcds_q59/duckdb:vortex-file-compressed	68382912	68563721	1.00
tpcds_q60/duckdb:vortex-file-compressed	24681367	24997991	0.99
tpcds_q61/duckdb:vortex-file-compressed	30181721	31071685	0.97
tpcds_q62/duckdb:vortex-file-compressed	16476558	17697375	0.93
tpcds_q63/duckdb:vortex-file-compressed	20910099	23067567	0.91
tpcds_q64/duckdb:vortex-file-compressed	80247087	83190114	0.96
tpcds_q65/duckdb:vortex-file-compressed	21684726	21653714	1.00
tpcds_q66/duckdb:vortex-file-compressed	29562305	30403087	0.97
tpcds_q67/duckdb:vortex-file-compressed	136483208	141160477	0.97
tpcds_q68/duckdb:vortex-file-compressed	38950512	39890396	0.98
tpcds_q69/duckdb:vortex-file-compressed	41456269	42461215	0.98
tpcds_q70/duckdb:vortex-file-compressed	25420068	25381545	1.00
tpcds_q71/duckdb:vortex-file-compressed	20948617	22203565	0.94
tpcds_q72/duckdb:vortex-file-compressed	173082087	173410489	1.00
tpcds_q73/duckdb:vortex-file-compressed	22675746	24133126	0.94
tpcds_q74/duckdb:vortex-file-compressed	71665949	72439213	0.99
tpcds_q75/duckdb:vortex-file-compressed	56439253	58870231	0.96
tpcds_q76/duckdb:vortex-file-compressed	17485061	18212218	0.96
tpcds_q77/duckdb:vortex-file-compressed 🚨	27575114	24733247	1.11
tpcds_q78/duckdb:vortex-file-compressed	77072688	77506081	0.99
tpcds_q79/duckdb:vortex-file-compressed	31452637	32365806	0.97
tpcds_q80/duckdb:vortex-file-compressed	44553847	47232507	0.94
tpcds_q81/duckdb:vortex-file-compressed	27448663	29948875	0.92
tpcds_q82/duckdb:vortex-file-compressed	16237714	16963460	0.96
tpcds_q83/duckdb:vortex-file-compressed	22511897	24836175	0.91
tpcds_q84/duckdb:vortex-file-compressed	18792423	20068339	0.94
tpcds_q85/duckdb:vortex-file-compressed	44284294	46483816	0.95
tpcds_q86/duckdb:vortex-file-compressed 🚀	14839773	16942171	0.88
tpcds_q87/duckdb:vortex-file-compressed	40158949	42706053	0.94
tpcds_q88/duckdb:vortex-file-compressed	32052085	33002873	0.97
tpcds_q89/duckdb:vortex-file-compressed	22674533	22676811	1.00
tpcds_q90/duckdb:vortex-file-compressed	12134362	13292752	0.91
tpcds_q91/duckdb:vortex-file-compressed 🚀	28783975	32380280	0.89
tpcds_q92/duckdb:vortex-file-compressed 🚀	19419022	22661938	0.86
tpcds_q93/duckdb:vortex-file-compressed	27069396	27249691	0.99
tpcds_q94/duckdb:vortex-file-compressed	21881737	23042063	0.95
tpcds_q95/duckdb:vortex-file-compressed 🚀	129963709	149062056	0.87
tpcds_q96/duckdb:vortex-file-compressed	13452323	13232101	1.02
tpcds_q97/duckdb:vortex-file-compressed	37624309	39534421	0.95
tpcds_q98/duckdb:vortex-file-compressed	17765550	18518248	0.96
tpcds_q99/duckdb:vortex-file-compressed	25571045	27131571	0.94

duckdb / vortex-compact (0.966x ➖, 6↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	22992655	23857152	0.96
tpcds_q02/duckdb:vortex-compact	38320852	37302844	1.03
tpcds_q03/duckdb:vortex-compact	54862230	57852066	0.95
tpcds_q04/duckdb:vortex-compact	121325336	122420882	0.99
tpcds_q05/duckdb:vortex-compact	51761662	51021925	1.01
tpcds_q06/duckdb:vortex-compact	38452531	40653558	0.95
tpcds_q07/duckdb:vortex-compact	32565982	35423667	0.92
tpcds_q08/duckdb:vortex-compact	43137167	45416349	0.95
tpcds_q09/duckdb:vortex-compact	55300896	57839613	0.96
tpcds_q10/duckdb:vortex-compact	58126441	64199635	0.91
tpcds_q11/duckdb:vortex-compact	72332709	72968394	0.99
tpcds_q12/duckdb:vortex-compact	21587622	23758873	0.91
tpcds_q13/duckdb:vortex-compact 🚀	55452154	63062058	0.88
tpcds_q14/duckdb:vortex-compact	126129443	131220521	0.96
tpcds_q15/duckdb:vortex-compact	30919533	31139804	0.99
tpcds_q16/duckdb:vortex-compact	29839302	32060990	0.93
tpcds_q17/duckdb:vortex-compact	53722045	53749774	1.00
tpcds_q18/duckdb:vortex-compact	56824597	59071171	0.96
tpcds_q19/duckdb:vortex-compact	52077006	50855538	1.02
tpcds_q20/duckdb:vortex-compact	19746609	20854359	0.95
tpcds_q21/duckdb:vortex-compact 🚀	18462417	21904895	0.84
tpcds_q22/duckdb:vortex-compact	77139069	80968070	0.95
tpcds_q23/duckdb:vortex-compact 🚀	118914057	133911673	0.89
tpcds_q24/duckdb:vortex-compact	62009754	61980215	1.00
tpcds_q25/duckdb:vortex-compact	78003041	80053229	0.97
tpcds_q26/duckdb:vortex-compact	52182567	51796728	1.01
tpcds_q27/duckdb:vortex-compact	68126579	69109679	0.99
tpcds_q28/duckdb:vortex-compact	82007744	84308850	0.97
tpcds_q29/duckdb:vortex-compact	53624643	53946446	0.99
tpcds_q30/duckdb:vortex-compact	27424062	29056031	0.94
tpcds_q31/duckdb:vortex-compact	45180174	47014952	0.96
tpcds_q32/duckdb:vortex-compact	21832487	22656970	0.96
tpcds_q33/duckdb:vortex-compact	33609760	36246493	0.93
tpcds_q34/duckdb:vortex-compact	36397957	38641240	0.94
tpcds_q35/duckdb:vortex-compact	80239108	83232227	0.96
tpcds_q36/duckdb:vortex-compact	39449094	40829259	0.97
tpcds_q37/duckdb:vortex-compact	22758598	24572638	0.93
tpcds_q38/duckdb:vortex-compact	47468651	47478620	1.00
tpcds_q39/duckdb:vortex-compact	36612989	36675654	1.00
tpcds_q40/duckdb:vortex-compact	24414795	26916548	0.91
tpcds_q41/duckdb:vortex-compact 🚀	14687195	16343579	0.90
tpcds_q42/duckdb:vortex-compact	20662617	22208139	0.93
tpcds_q43/duckdb:vortex-compact	35981226	34867281	1.03
tpcds_q44/duckdb:vortex-compact	28836799	30913362	0.93
tpcds_q45/duckdb:vortex-compact	36567818	37998991	0.96
tpcds_q46/duckdb:vortex-compact	69176720	69508384	1.00
tpcds_q47/duckdb:vortex-compact	61288912	64872368	0.94
tpcds_q48/duckdb:vortex-compact	49945395	51454624	0.97
tpcds_q49/duckdb:vortex-compact	56099657	56433883	0.99
tpcds_q50/duckdb:vortex-compact	44947215	46849542	0.96
tpcds_q51/duckdb:vortex-compact	106457385	109795345	0.97
tpcds_q52/duckdb:vortex-compact	21130075	22683581	0.93
tpcds_q53/duckdb:vortex-compact	36310865	38483546	0.94
tpcds_q54/duckdb:vortex-compact	39288208	38993243	1.01
tpcds_q55/duckdb:vortex-compact	21859644	24264358	0.90
tpcds_q56/duckdb:vortex-compact	34363694	35532300	0.97
tpcds_q57/duckdb:vortex-compact	43348965	43433309	1.00
tpcds_q58/duckdb:vortex-compact	43091422	41560064	1.04
tpcds_q59/duckdb:vortex-compact	89018974	87841031	1.01
tpcds_q60/duckdb:vortex-compact	38098708	37060439	1.03
tpcds_q61/duckdb:vortex-compact	64499564	60437167	1.07
tpcds_q62/duckdb:vortex-compact	25986750	26087856	1.00
tpcds_q63/duckdb:vortex-compact	35967839	37973222	0.95
tpcds_q64/duckdb:vortex-compact	113290849	115962206	0.98
tpcds_q65/duckdb:vortex-compact	31701757	32609830	0.97
tpcds_q66/duckdb:vortex-compact	37396208	40470493	0.92
tpcds_q67/duckdb:vortex-compact	154038189	155967556	0.99
tpcds_q68/duckdb:vortex-compact	59015222	61963643	0.95
tpcds_q69/duckdb:vortex-compact	60074933	61711769	0.97
tpcds_q70/duckdb:vortex-compact	35181310	37358646	0.94
tpcds_q71/duckdb:vortex-compact	31842444	34284971	0.93
tpcds_q72/duckdb:vortex-compact	191902816	195092870	0.98
tpcds_q73/duckdb:vortex-compact	36767486	36612005	1.00
tpcds_q74/duckdb:vortex-compact	79274266	80374877	0.99
tpcds_q75/duckdb:vortex-compact	68314198	70855789	0.96
tpcds_q76/duckdb:vortex-compact	34834800	35146756	0.99
tpcds_q77/duckdb:vortex-compact	42943966	40758703	1.05
tpcds_q78/duckdb:vortex-compact	86771861	87342874	0.99
tpcds_q79/duckdb:vortex-compact	53986106	55401377	0.97
tpcds_q80/duckdb:vortex-compact	76969813	81048547	0.95
tpcds_q81/duckdb:vortex-compact	32683136	33328161	0.98
tpcds_q82/duckdb:vortex-compact	25552942	24860271	1.03
tpcds_q83/duckdb:vortex-compact	32651563	32240853	1.01
tpcds_q84/duckdb:vortex-compact	26025844	27331484	0.95
tpcds_q85/duckdb:vortex-compact 🚀	54614465	62403052	0.88
tpcds_q86/duckdb:vortex-compact 🚀	21561991	25327787	0.85
tpcds_q87/duckdb:vortex-compact	48536538	49096793	0.99
tpcds_q88/duckdb:vortex-compact	39094107	40534495	0.96
tpcds_q89/duckdb:vortex-compact	36593501	37748614	0.97
tpcds_q90/duckdb:vortex-compact	14878680	15028826	0.99
tpcds_q91/duckdb:vortex-compact	49697819	51629008	0.96
tpcds_q92/duckdb:vortex-compact	53272360	52429123	1.02
tpcds_q93/duckdb:vortex-compact	30798473	33116687	0.93
tpcds_q94/duckdb:vortex-compact	30967186	32453580	0.95
tpcds_q95/duckdb:vortex-compact 🚨	164182663	145526875	1.13
tpcds_q96/duckdb:vortex-compact	16938389	18461774	0.92
tpcds_q97/duckdb:vortex-compact	45401470	45168210	1.01
tpcds_q98/duckdb:vortex-compact	27630485	29132868	0.95
tpcds_q99/duckdb:vortex-compact	30065770	31186956	0.96

duckdb / parquet (0.992x ➖, 1↑ 2↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	28007412	27180205	1.03
tpcds_q02/duckdb:parquet	22888842	24094344	0.95
tpcds_q03/duckdb:parquet 🚀	11356856	13147785	0.86
tpcds_q04/duckdb:parquet	169368254	166099352	1.02
tpcds_q05/duckdb:parquet	28337940	27179138	1.04
tpcds_q06/duckdb:parquet	27617524	27496231	1.00
tpcds_q07/duckdb:parquet	20871609	20807642	1.00
tpcds_q08/duckdb:parquet	26226127	26899424	0.97
tpcds_q09/duckdb:parquet	40431940	39170116	1.03
tpcds_q10/duckdb:parquet	32847869	34043232	0.96
tpcds_q11/duckdb:parquet	84124148	89401337	0.94
tpcds_q12/duckdb:parquet	14836731	14452729	1.03
tpcds_q13/duckdb:parquet	32933432	33493335	0.98
tpcds_q14/duckdb:parquet	100087945	99653627	1.00
tpcds_q15/duckdb:parquet	28763051	30846219	0.93
tpcds_q16/duckdb:parquet	19860009	21344389	0.93
tpcds_q17/duckdb:parquet	36441500	36707221	0.99
tpcds_q18/duckdb:parquet	43982852	46862288	0.94
tpcds_q19/duckdb:parquet	28275357	28664480	0.99
tpcds_q20/duckdb:parquet	15038869	16061524	0.94
tpcds_q21/duckdb:parquet 🚨	11197470	10175698	1.10
tpcds_q22/duckdb:parquet	68709184	67630960	1.02
tpcds_q23/duckdb:parquet	80445463	79109727	1.02
tpcds_q24/duckdb:parquet	43283287	45719815	0.95
tpcds_q25/duckdb:parquet	31659259	31549549	1.00
tpcds_q26/duckdb:parquet	36456611	35234397	1.03
tpcds_q27/duckdb:parquet	49053420	50015599	0.98
tpcds_q28/duckdb:parquet	37974111	37484727	1.01
tpcds_q29/duckdb:parquet	37311920	34427490	1.08
tpcds_q30/duckdb:parquet	34409968	34273420	1.00
tpcds_q31/duckdb:parquet	22690963	22783371	1.00
tpcds_q32/duckdb:parquet	11935675	12720569	0.94
tpcds_q33/duckdb:parquet	21659598	20549886	1.05
tpcds_q34/duckdb:parquet	20262857	20622515	0.98
tpcds_q35/duckdb:parquet	55812145	55759722	1.00
tpcds_q36/duckdb:parquet	19516793	19826612	0.98
tpcds_q37/duckdb:parquet	12051067	12268699	0.98
tpcds_q38/duckdb:parquet	33071969	32068773	1.03
tpcds_q39/duckdb:parquet	28493777	29452044	0.97
tpcds_q40/duckdb:parquet	17780114	17728444	1.00
tpcds_q41/duckdb:parquet	7412307	7587628	0.98
tpcds_q42/duckdb:parquet	9426407	9655322	0.98
tpcds_q43/duckdb:parquet	14984793	15081032	0.99
tpcds_q44/duckdb:parquet	22546288	22167524	1.02
tpcds_q45/duckdb:parquet	25532559	26848774	0.95
tpcds_q46/duckdb:parquet	45479441	46111047	0.99
tpcds_q47/duckdb:parquet	43731872	43061361	1.02
tpcds_q48/duckdb:parquet	29217768	29658157	0.99
tpcds_q49/duckdb:parquet	24597193	24798278	0.99
tpcds_q50/duckdb:parquet	23540143	23608348	1.00
tpcds_q51/duckdb:parquet	94472645	94568508	1.00
tpcds_q52/duckdb:parquet	10529893	10046801	1.05
tpcds_q53/duckdb:parquet	14932722	15008391	0.99
tpcds_q54/duckdb:parquet	25126292	25650876	0.98
tpcds_q55/duckdb:parquet	9766575	9807728	1.00
tpcds_q56/duckdb:parquet	19870656	21065304	0.94
tpcds_q57/duckdb:parquet	34671660	34935890	0.99
tpcds_q58/duckdb:parquet	23058697	22301245	1.03
tpcds_q59/duckdb:parquet	34219152	35101313	0.97
tpcds_q60/duckdb:parquet	22340936	22516551	0.99
tpcds_q61/duckdb:parquet	31409684	29984181	1.05
tpcds_q62/duckdb:parquet	11458061	12328388	0.93
tpcds_q63/duckdb:parquet	13653313	14088478	0.97
tpcds_q64/duckdb:parquet	75491818	73909154	1.02
tpcds_q65/duckdb:parquet	19501200	19606689	0.99
tpcds_q66/duckdb:parquet	28216025	29210596	0.97
tpcds_q67/duckdb:parquet	134436118	135108828	1.00
tpcds_q68/duckdb:parquet	36739531	36548023	1.01
tpcds_q69/duckdb:parquet	33766323	36112789	0.94
tpcds_q70/duckdb:parquet	19279238	19086894	1.01
tpcds_q71/duckdb:parquet	18489327	20295214	0.91
tpcds_q72/duckdb:parquet	164177674	166706845	0.98
tpcds_q73/duckdb:parquet	16957708	18226843	0.93
tpcds_q74/duckdb:parquet	125364119	130078281	0.96
tpcds_q75/duckdb:parquet	54723332	52928374	1.03
tpcds_q76/duckdb:parquet	19664768	19947888	0.99
tpcds_q77/duckdb:parquet	21792920	21128458	1.03
tpcds_q78/duckdb:parquet	74804299	75450998	0.99
tpcds_q79/duckdb:parquet	26812969	27151639	0.99
tpcds_q80/duckdb:parquet	40753543	41260715	0.99
tpcds_q81/duckdb:parquet	32430730	31761425	1.02
tpcds_q82/duckdb:parquet	13361753	13519553	0.99
tpcds_q83/duckdb:parquet	15912562	15796002	1.01
tpcds_q84/duckdb:parquet	18680715	19281965	0.97
tpcds_q85/duckdb:parquet	38061931	39497709	0.96
tpcds_q86/duckdb:parquet	12845995	12220712	1.05
tpcds_q87/duckdb:parquet	35975666	37718555	0.95
tpcds_q88/duckdb:parquet	47888931	48640323	0.98
tpcds_q89/duckdb:parquet	15907238	16109337	0.99
tpcds_q90/duckdb:parquet	7569549	7505064	1.01
tpcds_q91/duckdb:parquet	22325707	21837442	1.02
tpcds_q92/duckdb:parquet	11000997	11847588	0.93
tpcds_q93/duckdb:parquet	29591696	29626379	1.00
tpcds_q94/duckdb:parquet	17232975	15704434	1.10
tpcds_q95/duckdb:parquet 🚨	138815638	122112490	1.14
tpcds_q96/duckdb:parquet	8823954	9344709	0.94
tpcds_q97/duckdb:parquet	34266984	35292420	0.97
tpcds_q98/duckdb:parquet	17325707	17597116	0.98
tpcds_q99/duckdb:parquet	19606669	19341798	1.01

duckdb / duckdb (0.981x ➖, 6↑ 5↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	18857820	20750901	0.91
tpcds_q02/duckdb:duckdb	18162895	18261085	0.99
tpcds_q03/duckdb:duckdb	8356298	8968554	0.93
tpcds_q04/duckdb:duckdb	171666675	177384667	0.97
tpcds_q05/duckdb:duckdb	19244007	19360183	0.99
tpcds_q06/duckdb:duckdb	22429624	22856292	0.98
tpcds_q07/duckdb:duckdb	37797893	38055381	0.99
tpcds_q08/duckdb:duckdb	120747378	120923513	1.00
tpcds_q09/duckdb:duckdb	19817435	19983125	0.99
tpcds_q10/duckdb:duckdb	24893414	25058782	0.99
tpcds_q11/duckdb:duckdb	86683483	91837907	0.94
tpcds_q12/duckdb:duckdb	11049242	11857531	0.93
tpcds_q13/duckdb:duckdb	24166014	24230667	1.00
tpcds_q14/duckdb:duckdb	92426144	94189192	0.98
tpcds_q15/duckdb:duckdb	23436800	24950394	0.94
tpcds_q16/duckdb:duckdb	18090321	17351764	1.04
tpcds_q17/duckdb:duckdb	21695958	22477396	0.97
tpcds_q18/duckdb:duckdb	44318991	46628695	0.95
tpcds_q19/duckdb:duckdb	16416440	17042735	0.96
tpcds_q20/duckdb:duckdb 🚀	11239977	12715611	0.88
tpcds_q21/duckdb:duckdb	6474218	7004676	0.92
tpcds_q22/duckdb:duckdb	63104977	61542554	1.03
tpcds_q23/duckdb:duckdb 🚨	84073388	76250189	1.10
tpcds_q24/duckdb:duckdb	27307804	25237070	1.08
tpcds_q25/duckdb:duckdb	16930272	18023977	0.94
tpcds_q26/duckdb:duckdb	26838736	27405849	0.98
tpcds_q27/duckdb:duckdb 🚀	36225446	40383543	0.90
tpcds_q28/duckdb:duckdb	21671067	21610156	1.00
tpcds_q29/duckdb:duckdb	20178980	20285669	0.99
tpcds_q30/duckdb:duckdb	29639359	31526534	0.94
tpcds_q31/duckdb:duckdb	46923866	49643251	0.95
tpcds_q32/duckdb:duckdb	7306019	7744453	0.94
tpcds_q33/duckdb:duckdb	12791252	12929739	0.99
tpcds_q34/duckdb:duckdb 🚨	17486006	15046109	1.16
tpcds_q35/duckdb:duckdb	33648294	34567986	0.97
tpcds_q36/duckdb:duckdb	67785341	72142550	0.94
tpcds_q37/duckdb:duckdb 🚀	7178823	8095432	0.89
tpcds_q38/duckdb:duckdb	33351881	30675294	1.09
tpcds_q39/duckdb:duckdb	25125792	25686619	0.98
tpcds_q40/duckdb:duckdb	13265250	13206267	1.00
tpcds_q41/duckdb:duckdb	7720238	8542291	0.90
tpcds_q42/duckdb:duckdb	6644162	6479251	1.03
tpcds_q43/duckdb:duckdb	11168152	11564724	0.97
tpcds_q44/duckdb:duckdb	13829728	13134191	1.05
tpcds_q45/duckdb:duckdb	16442050	18195779	0.90
tpcds_q46/duckdb:duckdb 🚨	40896133	37116757	1.10
tpcds_q47/duckdb:duckdb	41105812	40921020	1.00
tpcds_q48/duckdb:duckdb	23490881	23791645	0.99
tpcds_q49/duckdb:duckdb	16375278	17138481	0.96
tpcds_q50/duckdb:duckdb	14222052	14252637	1.00
tpcds_q51/duckdb:duckdb	89412149	90596094	0.99
tpcds_q52/duckdb:duckdb	7822904	7593474	1.03
tpcds_q53/duckdb:duckdb	13167087	13645306	0.96
tpcds_q54/duckdb:duckdb	16128788	17106490	0.94
tpcds_q55/duckdb:duckdb	7205318	7423103	0.97
tpcds_q56/duckdb:duckdb	13443401	13824343	0.97
tpcds_q57/duckdb:duckdb	32531753	31439681	1.03
tpcds_q58/duckdb:duckdb	12426709	12470324	1.00
tpcds_q59/duckdb:duckdb	35179343	35623772	0.99
tpcds_q60/duckdb:duckdb	14495632	14585924	0.99
tpcds_q61/duckdb:duckdb	14435216	15150700	0.95
tpcds_q62/duckdb:duckdb	9398000	9959462	0.94
tpcds_q63/duckdb:duckdb	12187838	12814400	0.95
tpcds_q64/duckdb:duckdb	53523291	55990201	0.96
tpcds_q65/duckdb:duckdb	31713134	34912740	0.91
tpcds_q66/duckdb:duckdb	25486858	25739931	0.99
tpcds_q67/duckdb:duckdb	128736524	131454168	0.98
tpcds_q68/duckdb:duckdb	28086292	25564642	1.10
tpcds_q69/duckdb:duckdb	24725456	25801827	0.96
tpcds_q70/duckdb:duckdb 🚀	13915283	15476139	0.90
tpcds_q71/duckdb:duckdb	13180819	13006824	1.01
tpcds_q72/duckdb:duckdb	41410805	44635665	0.93
tpcds_q73/duckdb:duckdb	11851822	11119469	1.07
tpcds_q74/duckdb:duckdb	147372442	145327821	1.01
tpcds_q75/duckdb:duckdb	42283408	43042466	0.98
tpcds_q76/duckdb:duckdb	12135472	12299092	0.99
tpcds_q77/duckdb:duckdb	12721442	12949181	0.98
tpcds_q78/duckdb:duckdb	62983200	65527748	0.96
tpcds_q79/duckdb:duckdb 🚨	21843264	19463847	1.12
tpcds_q80/duckdb:duckdb	26300767	27446165	0.96
tpcds_q81/duckdb:duckdb	40779672	41050723	0.99
tpcds_q82/duckdb:duckdb 🚀	7641657	8872305	0.86
tpcds_q83/duckdb:duckdb	9269918	9384624	0.99
tpcds_q84/duckdb:duckdb 🚨	15981041	14403721	1.11
tpcds_q85/duckdb:duckdb	24115750	25062589	0.96
tpcds_q86/duckdb:duckdb	11367667	11386388	1.00
tpcds_q87/duckdb:duckdb	35368673	33889418	1.04
tpcds_q88/duckdb:duckdb	25786659	26078656	0.99
tpcds_q89/duckdb:duckdb	14855643	14579889	1.02
tpcds_q90/duckdb:duckdb	5527882	5888033	0.94
tpcds_q91/duckdb:duckdb	12644523	12612432	1.00
tpcds_q92/duckdb:duckdb 🚀	8431688	9512575	0.89
tpcds_q93/duckdb:duckdb	22467599	22397580	1.00
tpcds_q94/duckdb:duckdb	13681682	13691246	1.00
tpcds_q95/duckdb:duckdb	129437101	128716663	1.01
tpcds_q96/duckdb:duckdb	4310678	4576553	0.94
tpcds_q97/duckdb:duckdb	30097083	30925185	0.97
tpcds_q98/duckdb:duckdb	13018358	13580539	0.96
tpcds_q99/duckdb:duckdb	16189608	16845959	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-7.3%	+0.9%	-8.1%	+19.3%	➖ noise
1	datafusion:vortex-file-compressed	-7.0%	+0.9%	-7.8%	+19.1%	➖ noise
1	duckdb:duckdb	-9.1%	+0.9%	-9.9%	+25.2%	➖ noise
1	duckdb:vortex-compact	-3.6%	+0.9%	-4.5%	+24.1%	➖ noise
1	duckdb:vortex-file-compressed	-3.5%	+0.9%	-4.3%	+34.1%	➖ noise
2	datafusion:vortex-compact	-5.2%	-6.6%	+1.5%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-4.4%	-6.6%	+2.4%	+10.0%	➖ noise
2	duckdb:duckdb	-0.5%	-6.6%	+6.5%	+14.8%	➖ noise
2	duckdb:vortex-compact	+2.7%	-6.6%	+10.0%	+26.4%	➖ noise
2	duckdb:vortex-file-compressed	+3.0%	-6.6%	+10.3%	+20.7%	➖ noise
3	datafusion:vortex-compact	+2.9%	-9.5%	+13.6%	+21.6%	➖ noise
3	datafusion:vortex-file-compressed	-8.0%	-9.5%	+1.6%	+12.0%	➖ noise
3	duckdb:duckdb	-6.8%	-9.5%	+2.9%	+17.7%	➖ noise
3	duckdb:vortex-compact	-5.2%	-9.5%	+4.8%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-7.2%	-9.5%	+2.5%	+12.7%	➖ noise
4	datafusion:vortex-compact	+0.1%	-1.0%	+1.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.6%	-1.0%	-0.6%	+10.0%	➖ noise
4	duckdb:duckdb	-3.2%	-1.0%	-2.3%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.9%	-1.0%	+0.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-9.5%	-1.0%	-8.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	-10.2%	-1.7%	-8.6%	+11.2%	➖ noise
5	datafusion:vortex-file-compressed	+2.6%	-1.7%	+4.4%	+10.0%	➖ noise
5	duckdb:duckdb	-0.6%	-1.7%	+1.1%	+13.6%	➖ noise
5	duckdb:vortex-compact	+1.4%	-1.7%	+3.2%	+14.6%	➖ noise
5	duckdb:vortex-file-compressed	+1.8%	-1.7%	+3.6%	+10.0%	➖ noise
6	datafusion:vortex-compact	+1.8%	-0.8%	+2.6%	+11.3%	➖ noise
6	datafusion:vortex-file-compressed	-2.2%	-0.8%	-1.4%	+10.0%	➖ noise
6	duckdb:duckdb	-1.9%	-0.8%	-1.1%	+11.7%	➖ noise
6	duckdb:vortex-compact	-5.4%	-0.8%	-4.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.5%	-0.8%	+0.3%	+10.0%	➖ noise
7	datafusion:vortex-compact	-2.9%	-0.3%	-2.6%	+13.9%	➖ noise
7	datafusion:vortex-file-compressed	-6.2%	-0.3%	-5.9%	+10.0%	➖ noise
7	duckdb:duckdb	-0.7%	-0.3%	-0.4%	+18.4%	➖ noise
7	duckdb:vortex-compact	-8.1%	-0.3%	-7.8%	+14.0%	➖ noise
7	duckdb:vortex-file-compressed	-10.1%	-0.3%	-9.8%	+19.6%	➖ noise
8	datafusion:vortex-compact	-7.6%	-3.5%	-4.3%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-7.3%	-3.5%	-3.9%	+10.0%	➖ noise
8	duckdb:duckdb	-0.1%	-3.5%	+3.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	-5.0%	-3.5%	-1.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-4.6%	-3.5%	-1.2%	+11.3%	➖ noise
9	datafusion:vortex-compact	-6.5%	-0.8%	-5.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-5.6%	-0.8%	-4.8%	+10.4%	➖ noise
9	duckdb:duckdb	-0.8%	-0.8%	-0.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	-4.4%	-0.8%	-3.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.8%	-0.8%	-4.0%	+11.2%	➖ noise
10	datafusion:vortex-compact	-3.1%	+0.4%	-3.5%	+10.9%	➖ noise
10	datafusion:vortex-file-compressed	-1.3%	+0.4%	-1.7%	+10.0%	➖ noise
10	duckdb:duckdb	-0.7%	+0.4%	-1.1%	+20.5%	➖ noise
10	duckdb:vortex-compact	-9.5%	+0.4%	-9.8%	+12.3%	➖ noise
10	duckdb:vortex-file-compressed	-4.6%	+0.4%	-4.9%	+10.0%	➖ noise
11	datafusion:vortex-compact	-6.4%	-2.6%	-3.9%	+10.9%	➖ noise
11	datafusion:vortex-file-compressed	-2.7%	-2.6%	-0.2%	+10.0%	➖ noise
11	duckdb:duckdb	-5.6%	-2.6%	-3.1%	+10.0%	➖ noise
11	duckdb:vortex-compact	-0.9%	-2.6%	+1.8%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-2.6%	-2.6%	-0.0%	+11.0%	➖ noise
12	datafusion:vortex-compact	-5.8%	+2.4%	-8.0%	+14.7%	➖ noise
12	datafusion:vortex-file-compressed	+1.9%	+2.4%	-0.5%	+17.4%	➖ noise
12	duckdb:duckdb	-6.8%	+2.4%	-9.0%	+10.0%	➖ noise
12	duckdb:vortex-compact	-9.1%	+2.4%	-11.3%	+10.0%	✅ faster
12	duckdb:vortex-file-compressed	-5.4%	+2.4%	-7.7%	+12.5%	➖ noise
13	datafusion:vortex-compact	-5.1%	-1.7%	-3.5%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.1%	-1.7%	+0.6%	+10.0%	➖ noise
13	duckdb:duckdb	-0.3%	-1.7%	+1.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	-12.1%	-1.7%	-10.6%	+10.0%	✅ faster
13	duckdb:vortex-file-compressed	-2.4%	-1.7%	-0.7%	+10.0%	➖ noise
14	datafusion:vortex-compact	-9.2%	-1.8%	-7.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-6.4%	-1.8%	-4.6%	+10.0%	➖ noise
14	duckdb:duckdb	-1.9%	-1.8%	-0.0%	+10.0%	➖ noise
14	duckdb:vortex-compact	-3.9%	-1.8%	-2.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-5.5%	-1.8%	-3.7%	+12.2%	➖ noise
15	datafusion:vortex-compact	-7.3%	-7.2%	-0.2%	+13.2%	➖ noise
15	datafusion:vortex-file-compressed	-7.3%	-7.2%	-0.2%	+10.0%	➖ noise
15	duckdb:duckdb	-6.1%	-7.2%	+1.2%	+11.4%	➖ noise
15	duckdb:vortex-compact	-0.7%	-7.2%	+6.9%	+15.9%	➖ noise
15	duckdb:vortex-file-compressed	-2.7%	-7.2%	+4.8%	+10.1%	➖ noise
16	datafusion:vortex-compact	-5.1%	-5.0%	-0.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-12.3%	-5.0%	-7.7%	+15.2%	➖ noise
16	duckdb:duckdb	+4.3%	-5.0%	+9.8%	+10.8%	➖ noise
16	duckdb:vortex-compact	-6.9%	-5.0%	-2.0%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-10.6%	-5.0%	-5.9%	+10.0%	➖ noise
17	datafusion:vortex-compact	-3.6%	-4.5%	+0.9%	+13.9%	➖ noise
17	datafusion:vortex-file-compressed	-3.0%	-4.5%	+1.5%	+10.0%	➖ noise
17	duckdb:duckdb	-3.5%	-4.5%	+1.0%	+10.0%	➖ noise
17	duckdb:vortex-compact	-0.1%	-4.5%	+4.6%	+12.8%	➖ noise
17	duckdb:vortex-file-compressed	-4.8%	-4.5%	-0.3%	+15.5%	➖ noise
18	datafusion:vortex-compact	-0.5%	-3.9%	+3.5%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-3.4%	-3.9%	+0.5%	+17.1%	➖ noise
18	duckdb:duckdb	-5.0%	-3.9%	-1.1%	+10.7%	➖ noise
18	duckdb:vortex-compact	-3.8%	-3.9%	+0.1%	+11.1%	➖ noise
18	duckdb:vortex-file-compressed	-6.1%	-3.9%	-2.3%	+14.4%	➖ noise
19	datafusion:vortex-compact	-6.3%	-2.7%	-3.7%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+6.1%	-2.7%	+9.0%	+10.0%	➖ noise
19	duckdb:duckdb	-3.7%	-2.7%	-1.0%	+11.2%	➖ noise
19	duckdb:vortex-compact	+2.4%	-2.7%	+5.2%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-2.2%	-2.7%	+0.5%	+12.2%	➖ noise
20	datafusion:vortex-compact	-7.9%	-0.6%	-7.3%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+1.5%	-0.6%	+2.2%	+10.0%	➖ noise
20	duckdb:duckdb	-11.6%	-0.6%	-11.1%	+11.5%	✅ faster
20	duckdb:vortex-compact	-5.3%	-0.6%	-4.7%	+11.7%	➖ noise
20	duckdb:vortex-file-compressed	-10.1%	-0.6%	-9.5%	+10.0%	✅ faster
21	datafusion:vortex-compact	-5.4%	+5.0%	-9.9%	+12.0%	➖ noise
21	datafusion:vortex-file-compressed	-4.5%	+5.0%	-9.0%	+10.8%	➖ noise
21	duckdb:duckdb	-7.6%	+5.0%	-11.9%	+20.1%	➖ noise
21	duckdb:vortex-compact	-15.7%	+5.0%	-19.7%	+14.3%	✅ faster
21	duckdb:vortex-file-compressed	-6.5%	+5.0%	-10.9%	+13.1%	➖ noise
22	datafusion:vortex-compact	-6.0%	+0.9%	-6.9%	+28.7%	➖ noise
22	datafusion:vortex-file-compressed	+27.1%	+0.9%	+25.9%	+30.0%	➖ noise
22	duckdb:duckdb	+2.5%	+0.9%	+1.6%	+12.6%	➖ noise
22	duckdb:vortex-compact	-4.7%	+0.9%	-5.6%	+12.1%	➖ noise
22	duckdb:vortex-file-compressed	-0.3%	+0.9%	-1.2%	+12.4%	➖ noise
23	datafusion:vortex-compact	-1.5%	+1.1%	-2.5%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+5.1%	+1.1%	+4.0%	+10.0%	➖ noise
23	duckdb:duckdb	+10.3%	+1.1%	+9.1%	+18.6%	➖ noise
23	duckdb:vortex-compact	-11.2%	+1.1%	-12.1%	+14.9%	➖ noise
23	duckdb:vortex-file-compressed	-5.1%	+1.1%	-6.1%	+12.0%	➖ noise
24	datafusion:vortex-compact	-2.2%	-3.7%	+1.6%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+0.6%	-3.7%	+4.6%	+10.0%	➖ noise
24	duckdb:duckdb	+8.2%	-3.7%	+12.4%	+10.1%	🚨 regression
24	duckdb:vortex-compact	+0.0%	-3.7%	+3.9%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-7.1%	-3.7%	-3.4%	+13.1%	➖ noise
25	datafusion:vortex-compact	-4.1%	-0.6%	-3.5%	+11.6%	➖ noise
25	datafusion:vortex-file-compressed	-3.0%	-0.6%	-2.4%	+10.0%	➖ noise
25	duckdb:duckdb	-6.1%	-0.6%	-5.5%	+11.2%	➖ noise
25	duckdb:vortex-compact	-2.6%	-0.6%	-2.0%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-2.0%	-0.6%	-1.4%	+10.0%	➖ noise
26	datafusion:vortex-compact	-9.6%	+0.4%	-10.0%	+10.3%	✅ faster
26	datafusion:vortex-file-compressed	-5.8%	+0.4%	-6.2%	+10.0%	➖ noise
26	duckdb:duckdb	-2.1%	+0.4%	-2.5%	+14.9%	➖ noise
26	duckdb:vortex-compact	+0.7%	+0.4%	+0.3%	+10.0%	➖ noise
26	duckdb:vortex-file-compressed	-3.2%	+0.4%	-3.6%	+10.0%	➖ noise
27	datafusion:vortex-compact	+2.1%	-2.5%	+4.7%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	-2.7%	-2.5%	-0.2%	+13.2%	➖ noise
27	duckdb:duckdb	-10.3%	-2.5%	-8.0%	+18.4%	➖ noise
27	duckdb:vortex-compact	-1.4%	-2.5%	+1.1%	+15.3%	➖ noise
27	duckdb:vortex-file-compressed	-11.4%	-2.5%	-9.1%	+17.0%	➖ noise
28	datafusion:vortex-compact	-7.7%	+0.3%	-8.0%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-3.1%	+0.3%	-3.3%	+10.0%	➖ noise
28	duckdb:duckdb	+0.3%	+0.3%	+0.0%	+10.0%	➖ noise
28	duckdb:vortex-compact	-2.7%	+0.3%	-3.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+1.4%	+0.3%	+1.1%	+10.0%	➖ noise
29	datafusion:vortex-compact	-0.7%	+4.3%	-4.7%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-0.8%	+4.3%	-4.9%	+10.0%	➖ noise
29	duckdb:duckdb	-0.5%	+4.3%	-4.6%	+11.0%	➖ noise
29	duckdb:vortex-compact	-0.6%	+4.3%	-4.7%	+12.1%	➖ noise
29	duckdb:vortex-file-compressed	-3.9%	+4.3%	-7.8%	+10.0%	➖ noise
30	datafusion:vortex-compact	-4.9%	-1.8%	-3.1%	+11.8%	➖ noise
30	datafusion:vortex-file-compressed	+0.3%	-1.8%	+2.2%	+10.6%	➖ noise
30	duckdb:duckdb	-6.0%	-1.8%	-4.2%	+10.0%	➖ noise
30	duckdb:vortex-compact	-5.6%	-1.8%	-3.8%	+13.4%	➖ noise
30	duckdb:vortex-file-compressed	-4.0%	-1.8%	-2.2%	+13.3%	➖ noise
31	datafusion:vortex-compact	-5.4%	-1.6%	-3.8%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-3.5%	-1.6%	-1.9%	+10.0%	➖ noise
31	duckdb:duckdb	-5.5%	-1.6%	-3.9%	+10.0%	➖ noise
31	duckdb:vortex-compact	-3.9%	-1.6%	-2.3%	+12.5%	➖ noise
31	duckdb:vortex-file-compressed	-6.5%	-1.6%	-5.0%	+11.5%	➖ noise
32	datafusion:vortex-compact	-3.4%	-4.8%	+1.4%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-8.5%	-4.8%	-3.9%	+10.0%	➖ noise
32	duckdb:duckdb	-5.7%	-4.8%	-0.9%	+12.9%	➖ noise
32	duckdb:vortex-compact	-3.6%	-4.8%	+1.2%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-6.8%	-4.8%	-2.2%	+10.9%	➖ noise
33	datafusion:vortex-compact	-10.2%	+0.1%	-10.3%	+10.0%	✅ faster
33	datafusion:vortex-file-compressed	-9.2%	+0.1%	-9.3%	+10.0%	✅ faster
33	duckdb:duckdb	-1.1%	+0.1%	-1.2%	+10.0%	➖ noise
33	duckdb:vortex-compact	-7.3%	+0.1%	-7.4%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-1.9%	+0.1%	-2.0%	+10.0%	➖ noise
34	datafusion:vortex-compact	-7.4%	-3.0%	-4.6%	+14.9%	➖ noise
34	datafusion:vortex-file-compressed	-5.7%	-3.0%	-2.8%	+10.0%	➖ noise
34	duckdb:duckdb	+16.2%	-3.0%	+19.8%	+11.0%	🚨 regression
34	duckdb:vortex-compact	-5.8%	-3.0%	-2.9%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-3.9%	-3.0%	-1.0%	+10.0%	➖ noise
35	datafusion:vortex-compact	-4.9%	+0.5%	-5.3%	+15.8%	➖ noise
35	datafusion:vortex-file-compressed	-1.6%	+0.5%	-2.1%	+10.0%	➖ noise
35	duckdb:duckdb	-2.7%	+0.5%	-3.2%	+16.5%	➖ noise
35	duckdb:vortex-compact	-3.6%	+0.5%	-4.1%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-4.7%	+0.5%	-5.2%	+11.9%	➖ noise
36	datafusion:vortex-compact	-7.8%	-3.4%	-4.6%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-4.6%	-3.4%	-1.2%	+10.0%	➖ noise
36	duckdb:duckdb	-6.0%	-3.4%	-2.8%	+10.0%	➖ noise
36	duckdb:vortex-compact	-3.4%	-3.4%	-0.0%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+0.2%	-3.4%	+3.8%	+15.5%	➖ noise
37	datafusion:vortex-compact	-8.7%	+1.3%	-9.8%	+10.0%	✅ faster
37	datafusion:vortex-file-compressed	-1.2%	+1.3%	-2.4%	+10.0%	➖ noise
37	duckdb:duckdb	-11.3%	+1.3%	-12.4%	+17.3%	➖ noise
37	duckdb:vortex-compact	-7.4%	+1.3%	-8.5%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-8.0%	+1.3%	-9.1%	+10.6%	➖ noise
38	datafusion:vortex-compact	-10.9%	+1.9%	-12.5%	+13.3%	✅ faster
38	datafusion:vortex-file-compressed	-8.4%	+1.9%	-10.1%	+10.0%	✅ faster
38	duckdb:duckdb	+8.7%	+1.9%	+6.7%	+11.2%	➖ noise
38	duckdb:vortex-compact	-0.0%	+1.9%	-1.9%	+14.0%	➖ noise
38	duckdb:vortex-file-compressed	-3.6%	+1.9%	-5.4%	+11.5%	➖ noise
39	datafusion:vortex-compact	-5.8%	-2.2%	-3.7%	+12.7%	➖ noise
39	datafusion:vortex-file-compressed	+0.0%	-2.2%	+2.3%	+12.1%	➖ noise
39	duckdb:duckdb	-2.2%	-2.2%	+0.0%	+15.9%	➖ noise
39	duckdb:vortex-compact	-0.2%	-2.2%	+2.1%	+13.6%	➖ noise
39	duckdb:vortex-file-compressed	-0.7%	-2.2%	+1.5%	+13.2%	➖ noise
40	datafusion:vortex-compact	-6.3%	-1.8%	-4.6%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-7.5%	-1.8%	-5.9%	+10.0%	➖ noise
40	duckdb:duckdb	+0.4%	-1.8%	+2.2%	+13.8%	➖ noise
40	duckdb:vortex-compact	-9.3%	-1.8%	-7.7%	+11.9%	➖ noise
40	duckdb:vortex-file-compressed	+1.1%	-1.8%	+2.9%	+13.7%	➖ noise
41	datafusion:vortex-compact	-11.1%	-2.2%	-9.2%	+10.0%	✅ faster
41	datafusion:vortex-file-compressed	-15.2%	-2.2%	-13.3%	+10.0%	✅ faster
41	duckdb:duckdb	-9.6%	-2.2%	-7.6%	+10.0%	➖ noise
41	duckdb:vortex-compact	-10.1%	-2.2%	-8.2%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-7.4%	-2.2%	-5.3%	+10.0%	➖ noise
42	datafusion:vortex-compact	-4.7%	-1.6%	-3.1%	+12.6%	➖ noise
42	datafusion:vortex-file-compressed	-7.7%	-1.6%	-6.2%	+12.1%	➖ noise
42	duckdb:duckdb	+2.5%	-1.6%	+4.3%	+16.8%	➖ noise
42	duckdb:vortex-compact	-7.0%	-1.6%	-5.4%	+13.7%	➖ noise
42	duckdb:vortex-file-compressed	-15.6%	-1.6%	-14.2%	+15.5%	✅ faster
43	datafusion:vortex-compact	-9.4%	-1.1%	-8.3%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	-4.1%	-1.1%	-3.0%	+10.0%	➖ noise
43	duckdb:duckdb	-3.4%	-1.1%	-2.3%	+11.9%	➖ noise
43	duckdb:vortex-compact	+3.2%	-1.1%	+4.4%	+13.8%	➖ noise
43	duckdb:vortex-file-compressed	-2.6%	-1.1%	-1.5%	+13.5%	➖ noise
44	datafusion:vortex-compact	-9.8%	-1.3%	-8.7%	+14.2%	➖ noise
44	datafusion:vortex-file-compressed	-9.4%	-1.3%	-8.2%	+10.0%	➖ noise
44	duckdb:duckdb	+5.3%	-1.3%	+6.6%	+14.1%	➖ noise
44	duckdb:vortex-compact	-6.7%	-1.3%	-5.5%	+14.5%	➖ noise
44	duckdb:vortex-file-compressed	+2.7%	-1.3%	+4.0%	+13.9%	➖ noise
45	datafusion:vortex-compact	-4.2%	-5.8%	+1.7%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-7.1%	-5.8%	-1.3%	+10.0%	➖ noise
45	duckdb:duckdb	-9.6%	-5.8%	-4.1%	+10.1%	➖ noise
45	duckdb:vortex-compact	-3.8%	-5.8%	+2.2%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	-4.7%	-5.8%	+1.2%	+10.7%	➖ noise
46	datafusion:vortex-compact	-5.9%	-2.7%	-3.2%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-4.3%	-2.7%	-1.6%	+12.4%	➖ noise
46	duckdb:duckdb	+10.2%	-2.7%	+13.3%	+10.2%	🚨 regression
46	duckdb:vortex-compact	-0.5%	-2.7%	+2.3%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-2.0%	-2.7%	+0.8%	+10.0%	➖ noise
47	datafusion:vortex-compact	-4.9%	+0.0%	-4.9%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	-4.3%	+0.0%	-4.3%	+10.0%	➖ noise
47	duckdb:duckdb	+0.5%	+0.0%	+0.4%	+10.0%	➖ noise
47	duckdb:vortex-compact	-5.5%	+0.0%	-5.5%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+0.3%	+0.0%	+0.3%	+10.0%	➖ noise
48	datafusion:vortex-compact	-6.0%	-2.7%	-3.3%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-4.2%	-2.7%	-1.5%	+10.0%	➖ noise
48	duckdb:duckdb	-1.3%	-2.7%	+1.5%	+11.0%	➖ noise
48	duckdb:vortex-compact	-2.9%	-2.7%	-0.2%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-10.3%	-2.7%	-7.8%	+12.3%	➖ noise
49	datafusion:vortex-compact	-10.6%	-1.0%	-9.7%	+10.2%	✅ faster
49	datafusion:vortex-file-compressed	-2.9%	-1.0%	-1.9%	+10.0%	➖ noise
49	duckdb:duckdb	-4.5%	-1.0%	-3.5%	+10.0%	➖ noise
49	duckdb:vortex-compact	-0.6%	-1.0%	+0.4%	+16.5%	➖ noise
49	duckdb:vortex-file-compressed	-3.7%	-1.0%	-2.8%	+21.0%	➖ noise
50	datafusion:vortex-compact	-0.0%	+2.1%	-2.1%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-7.4%	+2.1%	-9.4%	+10.0%	✅ faster
50	duckdb:duckdb	-0.2%	+2.1%	-2.3%	+10.2%	➖ noise
50	duckdb:vortex-compact	-4.1%	+2.1%	-6.0%	+11.7%	➖ noise
50	duckdb:vortex-file-compressed	-3.8%	+2.1%	-5.8%	+10.0%	➖ noise
51	datafusion:vortex-compact	-4.6%	-3.4%	-1.2%	+14.4%	➖ noise
51	datafusion:vortex-file-compressed	-5.9%	-3.4%	-2.5%	+10.0%	➖ noise
51	duckdb:duckdb	-1.3%	-3.4%	+2.2%	+16.6%	➖ noise
51	duckdb:vortex-compact	-3.0%	-3.4%	+0.4%	+18.0%	➖ noise
51	duckdb:vortex-file-compressed	-6.8%	-3.4%	-3.5%	+17.7%	➖ noise
52	datafusion:vortex-compact	-4.9%	-1.1%	-3.8%	+10.0%	➖ noise
52	datafusion:vortex-file-compressed	-7.6%	-1.1%	-6.5%	+11.3%	➖ noise
52	duckdb:duckdb	+3.0%	-1.1%	+4.2%	+14.6%	➖ noise
52	duckdb:vortex-compact	-6.8%	-1.1%	-5.8%	+11.8%	➖ noise
52	duckdb:vortex-file-compressed	-5.6%	-1.1%	-4.6%	+24.0%	➖ noise
53	datafusion:vortex-compact	-4.7%	-3.8%	-0.9%	+14.5%	➖ noise
53	datafusion:vortex-file-compressed	-6.0%	-3.8%	-2.3%	+10.0%	➖ noise
53	duckdb:duckdb	-3.5%	-3.8%	+0.3%	+10.0%	➖ noise
53	duckdb:vortex-compact	-5.6%	-3.8%	-1.9%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	-4.1%	-3.8%	-0.3%	+10.0%	➖ noise
54	datafusion:vortex-compact	+0.3%	-3.4%	+3.8%	+12.4%	➖ noise
54	datafusion:vortex-file-compressed	-2.7%	-3.4%	+0.7%	+14.1%	➖ noise
54	duckdb:duckdb	-5.7%	-3.4%	-2.4%	+11.9%	➖ noise
54	duckdb:vortex-compact	+0.8%	-3.4%	+4.3%	+15.3%	➖ noise
54	duckdb:vortex-file-compressed	-5.4%	-3.4%	-2.1%	+10.0%	➖ noise
55	datafusion:vortex-compact	-6.1%	-2.4%	-3.8%	+10.8%	➖ noise
55	datafusion:vortex-file-compressed	-6.6%	-2.4%	-4.3%	+11.7%	➖ noise
55	duckdb:duckdb	-2.9%	-2.4%	-0.5%	+17.9%	➖ noise
55	duckdb:vortex-compact	-9.9%	-2.4%	-7.7%	+15.2%	➖ noise
55	duckdb:vortex-file-compressed	-14.2%	-2.4%	-12.0%	+21.7%	➖ noise
56	datafusion:vortex-compact	-5.2%	-2.7%	-2.6%	+10.7%	➖ noise
56	datafusion:vortex-file-compressed	-9.8%	-2.7%	-7.3%	+10.0%	➖ noise
56	duckdb:duckdb	-2.8%	-2.7%	-0.1%	+14.2%	➖ noise
56	duckdb:vortex-compact	-3.3%	-2.7%	-0.6%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	-7.1%	-2.7%	-4.5%	+10.0%	➖ noise
57	datafusion:vortex-compact	+0.2%	+0.8%	-0.7%	+12.4%	➖ noise
57	datafusion:vortex-file-compressed	+0.8%	+0.8%	-0.1%	+13.0%	➖ noise
57	duckdb:duckdb	+3.5%	+0.8%	+2.6%	+13.3%	➖ noise
57	duckdb:vortex-compact	-0.2%	+0.8%	-1.0%	+13.6%	➖ noise
57	duckdb:vortex-file-compressed	+0.1%	+0.8%	-0.7%	+12.3%	➖ noise
58	datafusion:vortex-compact	-5.5%	-1.1%	-4.4%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	-7.5%	-1.1%	-6.4%	+10.0%	➖ noise
58	duckdb:duckdb	-0.3%	-1.1%	+0.8%	+14.9%	➖ noise
58	duckdb:vortex-compact	+3.7%	-1.1%	+4.9%	+19.5%	➖ noise
58	duckdb:vortex-file-compressed	+1.8%	-1.1%	+2.9%	+13.1%	➖ noise
59	datafusion:vortex-compact	-4.8%	-3.0%	-1.8%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-4.1%	-3.0%	-1.1%	+10.0%	➖ noise
59	duckdb:duckdb	-1.2%	-3.0%	+1.8%	+10.0%	➖ noise
59	duckdb:vortex-compact	+1.3%	-3.0%	+4.5%	+12.2%	➖ noise
59	duckdb:vortex-file-compressed	-0.3%	-3.0%	+2.9%	+12.3%	➖ noise
60	datafusion:vortex-compact	-10.1%	-4.5%	-5.8%	+11.0%	➖ noise
60	datafusion:vortex-file-compressed	-10.0%	-4.5%	-5.7%	+10.1%	➖ noise
60	duckdb:duckdb	-0.6%	-4.5%	+4.1%	+14.9%	➖ noise
60	duckdb:vortex-compact	+2.8%	-4.5%	+7.7%	+12.8%	➖ noise
60	duckdb:vortex-file-compressed	-1.3%	-4.5%	+3.4%	+29.3%	➖ noise
61	datafusion:vortex-compact	-4.0%	+0.1%	-4.1%	+10.1%	➖ noise
61	datafusion:vortex-file-compressed	-7.1%	+0.1%	-7.2%	+10.0%	➖ noise
61	duckdb:duckdb	-4.7%	+0.1%	-4.8%	+10.0%	➖ noise
61	duckdb:vortex-compact	+6.7%	+0.1%	+6.6%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	-2.9%	+0.1%	-2.9%	+20.2%	➖ noise
62	datafusion:vortex-compact	-15.6%	-6.9%	-9.3%	+27.2%	➖ noise
62	datafusion:vortex-file-compressed	-1.7%	-6.9%	+5.6%	+23.9%	➖ noise
62	duckdb:duckdb	-5.6%	-6.9%	+1.4%	+12.6%	➖ noise
62	duckdb:vortex-compact	-0.4%	-6.9%	+7.0%	+16.5%	➖ noise
62	duckdb:vortex-file-compressed	-6.9%	-6.9%	+0.0%	+16.9%	➖ noise
63	datafusion:vortex-compact	-9.7%	-3.7%	-6.3%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	-11.6%	-3.7%	-8.3%	+10.0%	➖ noise
63	duckdb:duckdb	-4.9%	-3.7%	-1.3%	+10.0%	➖ noise
63	duckdb:vortex-compact	-5.3%	-3.7%	-1.7%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	-9.4%	-3.7%	-5.9%	+13.3%	➖ noise
64	datafusion:vortex-compact	-0.5%	+1.1%	-1.6%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-2.5%	+1.1%	-3.6%	+10.0%	➖ noise
64	duckdb:duckdb	-4.4%	+1.1%	-5.5%	+10.0%	➖ noise
64	duckdb:vortex-compact	-2.3%	+1.1%	-3.4%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-3.5%	+1.1%	-4.6%	+10.0%	➖ noise
65	datafusion:vortex-compact	-6.0%	+0.7%	-6.7%	+11.4%	➖ noise
65	datafusion:vortex-file-compressed	-0.4%	+0.7%	-1.0%	+18.9%	➖ noise
65	duckdb:duckdb	-9.2%	+0.7%	-9.8%	+14.3%	➖ noise
65	duckdb:vortex-compact	-2.8%	+0.7%	-3.5%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+0.1%	+0.7%	-0.5%	+10.0%	➖ noise
66	datafusion:vortex-compact	-0.7%	-7.8%	+7.7%	+12.6%	➖ noise
66	datafusion:vortex-file-compressed	-8.5%	-7.8%	-0.7%	+10.3%	➖ noise
66	duckdb:duckdb	-1.0%	-7.8%	+7.4%	+11.6%	➖ noise
66	duckdb:vortex-compact	-7.6%	-7.8%	+0.2%	+18.3%	➖ noise
66	duckdb:vortex-file-compressed	-2.8%	-7.8%	+5.5%	+11.7%	➖ noise
67	datafusion:vortex-compact	-2.7%	+0.5%	-3.2%	+11.6%	➖ noise
67	datafusion:vortex-file-compressed	-1.9%	+0.5%	-2.4%	+10.0%	➖ noise
67	duckdb:duckdb	-2.1%	+0.5%	-2.5%	+10.0%	➖ noise
67	duckdb:vortex-compact	-1.2%	+0.5%	-1.7%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	-3.3%	+0.5%	-3.8%	+10.0%	➖ noise
68	datafusion:vortex-compact	-5.7%	-0.9%	-4.8%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-5.8%	-0.9%	-4.9%	+10.0%	➖ noise
68	duckdb:duckdb	+9.9%	-0.9%	+10.9%	+10.0%	🚨 regression
68	duckdb:vortex-compact	-4.8%	-0.9%	-3.9%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-2.4%	-0.9%	-1.5%	+10.9%	➖ noise
69	datafusion:vortex-compact	-3.7%	-2.8%	-0.9%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-8.7%	-2.8%	-6.1%	+10.0%	➖ noise
69	duckdb:duckdb	-4.2%	-2.8%	-1.4%	+10.0%	➖ noise
69	duckdb:vortex-compact	-2.7%	-2.8%	+0.1%	+12.2%	➖ noise
69	duckdb:vortex-file-compressed	-2.4%	-2.8%	+0.4%	+10.0%	➖ noise
70	datafusion:vortex-compact	-1.0%	-3.9%	+3.0%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	-4.7%	-3.9%	-0.9%	+11.0%	➖ noise
70	duckdb:duckdb	-10.1%	-3.9%	-6.4%	+15.4%	➖ noise
70	duckdb:vortex-compact	-5.8%	-3.9%	-2.0%	+10.4%	➖ noise
70	duckdb:vortex-file-compressed	+0.2%	-3.9%	+4.2%	+17.1%	➖ noise
71	datafusion:vortex-compact	-6.3%	-8.5%	+2.4%	+22.9%	➖ noise
71	datafusion:vortex-file-compressed	-1.9%	-8.5%	+7.3%	+18.8%	➖ noise
71	duckdb:duckdb	+1.3%	-8.5%	+10.8%	+15.9%	➖ noise
71	duckdb:vortex-compact	-7.1%	-8.5%	+1.5%	+11.4%	➖ noise
71	duckdb:vortex-file-compressed	-5.7%	-8.5%	+3.2%	+11.4%	➖ noise
72	datafusion:vortex-compact	-2.7%	-2.2%	-0.6%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-2.0%	-2.2%	+0.2%	+10.0%	➖ noise
72	duckdb:duckdb	-7.2%	-2.2%	-5.2%	+14.3%	➖ noise
72	duckdb:vortex-compact	-1.6%	-2.2%	+0.6%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-0.2%	-2.2%	+2.0%	+10.0%	➖ noise
73	datafusion:vortex-compact	-6.1%	-5.0%	-1.2%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	-7.2%	-5.0%	-2.4%	+26.6%	➖ noise
73	duckdb:duckdb	+6.6%	-5.0%	+12.1%	+38.4%	➖ noise
73	duckdb:vortex-compact	+0.4%	-5.0%	+5.7%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-6.0%	-5.0%	-1.1%	+10.0%	➖ noise
74	datafusion:vortex-compact	-6.9%	-2.0%	-5.0%	+14.1%	➖ noise
74	datafusion:vortex-file-compressed	+2.8%	-2.0%	+4.9%	+10.0%	➖ noise
74	duckdb:duckdb	+1.4%	-2.0%	+3.5%	+10.0%	➖ noise
74	duckdb:vortex-compact	-1.4%	-2.0%	+0.7%	+21.1%	➖ noise
74	duckdb:vortex-file-compressed	-1.1%	-2.0%	+1.0%	+28.7%	➖ noise
75	datafusion:vortex-compact	-5.4%	-0.9%	-4.6%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-6.9%	-0.9%	-6.1%	+10.0%	➖ noise
75	duckdb:duckdb	-1.8%	-0.9%	-0.9%	+10.0%	➖ noise
75	duckdb:vortex-compact	-3.6%	-0.9%	-2.8%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	-4.1%	-0.9%	-3.3%	+11.9%	➖ noise
76	datafusion:vortex-compact	-6.4%	-4.1%	-2.4%	+20.1%	➖ noise
76	datafusion:vortex-file-compressed	+4.1%	-4.1%	+8.6%	+34.6%	➖ noise
76	duckdb:duckdb	-1.3%	-4.1%	+2.9%	+16.6%	➖ noise
76	duckdb:vortex-compact	-0.9%	-4.1%	+3.4%	+15.8%	➖ noise
76	duckdb:vortex-file-compressed	-4.0%	-4.1%	+0.2%	+15.5%	➖ noise
77	datafusion:vortex-compact	-6.6%	-1.4%	-5.3%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-4.0%	-1.4%	-2.6%	+10.0%	➖ noise
77	duckdb:duckdb	-1.8%	-1.4%	-0.4%	+12.8%	➖ noise
77	duckdb:vortex-compact	+5.4%	-1.4%	+6.9%	+10.3%	➖ noise
77	duckdb:vortex-file-compressed	+11.5%	-1.4%	+13.1%	+16.8%	➖ noise
78	datafusion:vortex-compact	-5.0%	-2.5%	-2.6%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	-3.7%	-2.5%	-1.2%	+10.0%	➖ noise
78	duckdb:duckdb	-3.9%	-2.5%	-1.4%	+10.0%	➖ noise
78	duckdb:vortex-compact	-0.7%	-2.5%	+1.9%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-0.6%	-2.5%	+2.0%	+11.2%	➖ noise
79	datafusion:vortex-compact	-1.7%	-1.8%	+0.2%	+12.6%	➖ noise
79	datafusion:vortex-file-compressed	-1.9%	-1.8%	-0.1%	+26.0%	➖ noise
79	duckdb:duckdb	+12.2%	-1.8%	+14.3%	+10.7%	🚨 regression
79	duckdb:vortex-compact	-2.6%	-1.8%	-0.7%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-2.8%	-1.8%	-1.0%	+10.0%	➖ noise
80	datafusion:vortex-compact	-7.3%	-2.5%	-4.9%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-4.7%	-2.5%	-2.2%	+10.0%	➖ noise
80	duckdb:duckdb	-4.2%	-2.5%	-1.7%	+10.3%	➖ noise
80	duckdb:vortex-compact	-5.0%	-2.5%	-2.6%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	-5.7%	-2.5%	-3.2%	+13.9%	➖ noise
81	datafusion:vortex-compact	-19.5%	-3.2%	-16.9%	+14.4%	✅ faster
81	datafusion:vortex-file-compressed	-3.6%	-3.2%	-0.5%	+10.0%	➖ noise
81	duckdb:duckdb	-0.7%	-3.2%	+2.6%	+10.0%	➖ noise
81	duckdb:vortex-compact	-1.9%	-3.2%	+1.3%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	-8.3%	-3.2%	-5.3%	+14.3%	➖ noise
82	datafusion:vortex-compact	-6.6%	-1.5%	-5.2%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-2.2%	-1.5%	-0.7%	+12.0%	➖ noise
82	duckdb:duckdb	-13.9%	-1.5%	-12.5%	+13.8%	✅ faster
82	duckdb:vortex-compact	+2.8%	-1.5%	+4.4%	+10.0%	➖ noise
82	duckdb:vortex-file-compressed	-4.3%	-1.5%	-2.8%	+11.3%	➖ noise
83	datafusion:vortex-compact	-4.1%	-2.2%	-2.0%	+15.6%	➖ noise
83	datafusion:vortex-file-compressed	-4.5%	-2.2%	-2.4%	+10.0%	➖ noise
83	duckdb:duckdb	-1.2%	-2.2%	+1.0%	+11.6%	➖ noise
83	duckdb:vortex-compact	+1.3%	-2.2%	+3.5%	+13.9%	➖ noise
83	duckdb:vortex-file-compressed	-9.4%	-2.2%	-7.3%	+10.0%	➖ noise
84	datafusion:vortex-compact	-13.9%	-2.3%	-11.9%	+11.5%	✅ faster
84	datafusion:vortex-file-compressed	-5.0%	-2.3%	-2.8%	+19.6%	➖ noise
84	duckdb:duckdb	+11.0%	-2.3%	+13.5%	+10.6%	🚨 regression
84	duckdb:vortex-compact	-4.8%	-2.3%	-2.6%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	-6.4%	-2.3%	-4.2%	+10.0%	➖ noise
85	datafusion:vortex-compact	-5.2%	-2.8%	-2.5%	+11.9%	➖ noise
85	datafusion:vortex-file-compressed	-8.8%	-2.8%	-6.2%	+10.0%	➖ noise
85	duckdb:duckdb	-3.8%	-2.8%	-1.1%	+10.0%	➖ noise
85	duckdb:vortex-compact	-12.5%	-2.8%	-10.0%	+10.0%	✅ faster
85	duckdb:vortex-file-compressed	-4.7%	-2.8%	-2.0%	+14.5%	➖ noise
86	datafusion:vortex-compact	-24.3%	-4.4%	-20.8%	+17.5%	✅ faster
86	datafusion:vortex-file-compressed	-4.5%	-4.4%	-0.0%	+16.8%	➖ noise
86	duckdb:duckdb	-0.2%	-4.4%	+4.5%	+12.6%	➖ noise
86	duckdb:vortex-compact	-14.9%	-4.4%	-10.9%	+14.7%	➖ noise
86	duckdb:vortex-file-compressed	-12.4%	-4.4%	-8.3%	+15.6%	➖ noise
87	datafusion:vortex-compact	-7.5%	-6.8%	-0.7%	+12.2%	➖ noise
87	datafusion:vortex-file-compressed	-7.7%	-6.8%	-0.9%	+10.8%	➖ noise
87	duckdb:duckdb	+4.4%	-6.8%	+12.0%	+13.7%	➖ noise
87	duckdb:vortex-compact	-1.1%	-6.8%	+6.1%	+10.0%	➖ noise
87	duckdb:vortex-file-compressed	-6.0%	-6.8%	+0.9%	+14.8%	➖ noise
88	datafusion:vortex-compact	-5.1%	-3.2%	-1.9%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-1.9%	-3.2%	+1.4%	+10.0%	➖ noise
88	duckdb:duckdb	-1.1%	-3.2%	+2.2%	+10.0%	➖ noise
88	duckdb:vortex-compact	-3.6%	-3.2%	-0.3%	+14.7%	➖ noise
88	duckdb:vortex-file-compressed	-2.9%	-3.2%	+0.4%	+10.0%	➖ noise
89	datafusion:vortex-compact	-7.7%	-4.8%	-3.1%	+11.6%	➖ noise
89	datafusion:vortex-file-compressed	-4.2%	-4.8%	+0.6%	+10.7%	➖ noise
89	duckdb:duckdb	+1.9%	-4.8%	+7.0%	+10.1%	➖ noise
89	duckdb:vortex-compact	-3.1%	-4.8%	+1.8%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	-0.0%	-4.8%	+5.0%	+15.8%	➖ noise
90	datafusion:vortex-compact	-13.2%	+1.8%	-14.7%	+10.0%	✅ faster
90	datafusion:vortex-file-compressed	-6.4%	+1.8%	-8.0%	+10.6%	➖ noise
90	duckdb:duckdb	-6.1%	+1.8%	-7.8%	+10.3%	➖ noise
90	duckdb:vortex-compact	-1.0%	+1.8%	-2.7%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	-8.7%	+1.8%	-10.3%	+14.3%	➖ noise
91	datafusion:vortex-compact	-9.1%	-2.0%	-7.2%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	-1.0%	-2.0%	+1.0%	+12.9%	➖ noise
91	duckdb:duckdb	+0.3%	-2.0%	+2.3%	+16.5%	➖ noise
91	duckdb:vortex-compact	-3.7%	-2.0%	-1.8%	+11.8%	➖ noise
91	duckdb:vortex-file-compressed	-11.1%	-2.0%	-9.3%	+10.0%	✅ faster
92	datafusion:vortex-compact	-9.1%	-7.7%	-1.5%	+13.1%	➖ noise
92	datafusion:vortex-file-compressed	-8.4%	-7.7%	-0.7%	+11.2%	➖ noise
92	duckdb:duckdb	-11.4%	-7.7%	-3.9%	+14.8%	➖ noise
92	duckdb:vortex-compact	+1.6%	-7.7%	+10.1%	+20.3%	➖ noise
92	duckdb:vortex-file-compressed	-14.3%	-7.7%	-7.1%	+18.0%	➖ noise
93	datafusion:vortex-compact	-2.4%	-1.8%	-0.6%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-5.1%	-1.8%	-3.4%	+10.0%	➖ noise
93	duckdb:duckdb	+0.3%	-1.8%	+2.1%	+15.2%	➖ noise
93	duckdb:vortex-compact	-7.0%	-1.8%	-5.3%	+11.5%	➖ noise
93	duckdb:vortex-file-compressed	-0.7%	-1.8%	+1.2%	+11.8%	➖ noise
94	datafusion:vortex-compact	+0.3%	+2.6%	-2.2%	+11.8%	➖ noise
94	datafusion:vortex-file-compressed	-12.7%	+2.6%	-14.9%	+13.1%	✅ faster
94	duckdb:duckdb	-0.1%	+2.6%	-2.6%	+13.5%	➖ noise
94	duckdb:vortex-compact	-4.6%	+2.6%	-7.0%	+13.7%	➖ noise
94	duckdb:vortex-file-compressed	-5.0%	+2.6%	-7.4%	+11.3%	➖ noise
95	datafusion:vortex-compact	-5.9%	+6.9%	-11.9%	+10.0%	✅ faster
95	datafusion:vortex-file-compressed	-1.5%	+6.9%	-7.8%	+10.0%	➖ noise
95	duckdb:duckdb	+0.6%	+6.9%	-5.9%	+20.2%	➖ noise
95	duckdb:vortex-compact	+12.8%	+6.9%	+5.6%	+21.0%	➖ noise
95	duckdb:vortex-file-compressed	-12.8%	+6.9%	-18.4%	+21.9%	✅ faster
96	datafusion:vortex-compact	-8.3%	-10.5%	+2.5%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	-5.3%	-10.5%	+5.8%	+23.6%	➖ noise
96	duckdb:duckdb	-5.8%	-10.5%	+5.2%	+20.2%	➖ noise
96	duckdb:vortex-compact	-8.3%	-10.5%	+2.5%	+10.6%	➖ noise
96	duckdb:vortex-file-compressed	+1.7%	-10.5%	+13.6%	+13.5%	🚨 regression
97	datafusion:vortex-compact	-10.0%	-3.4%	-6.8%	+19.9%	➖ noise
97	datafusion:vortex-file-compressed	+0.5%	-3.4%	+4.0%	+10.0%	➖ noise
97	duckdb:duckdb	-2.7%	-3.4%	+0.7%	+10.3%	➖ noise
97	duckdb:vortex-compact	+0.5%	-3.4%	+4.1%	+16.4%	➖ noise
97	duckdb:vortex-file-compressed	-4.8%	-3.4%	-1.5%	+13.6%	➖ noise
98	datafusion:vortex-compact	-3.8%	-2.0%	-1.8%	+13.7%	➖ noise
98	datafusion:vortex-file-compressed	-1.1%	-2.0%	+0.9%	+12.8%	➖ noise
98	duckdb:duckdb	-4.1%	-2.0%	-2.2%	+14.6%	➖ noise
98	duckdb:vortex-compact	-5.2%	-2.0%	-3.2%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	-4.1%	-2.0%	-2.1%	+10.0%	➖ noise
99	datafusion:vortex-compact	+9.0%	+1.2%	+7.7%	+20.0%	➖ noise
99	datafusion:vortex-file-compressed	-5.6%	+1.2%	-6.7%	+19.6%	➖ noise
99	duckdb:duckdb	-3.9%	+1.2%	-5.1%	+14.4%	➖ noise
99	duckdb:vortex-compact	-3.6%	+1.2%	-4.8%	+24.3%	➖ noise
99	duckdb:vortex-file-compressed	-5.8%	+1.2%	-6.9%	+14.2%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.8%
Vortex (geomean): 0.981x ➖
Parquet (geomean): 1.023x ➖
Shifts: Parquet (control) +2.3% · Median polish -1.1%

---

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

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51798983	49710418	1.04
tpch_q02/datafusion:vortex-file-compressed	21532167	21885183	0.98
tpch_q03/datafusion:vortex-file-compressed	27840887	28577504	0.97
tpch_q04/datafusion:vortex-file-compressed	20300793	20657942	0.98
tpch_q05/datafusion:vortex-file-compressed	47978951	47383349	1.01
tpch_q06/datafusion:vortex-file-compressed	11807261	12749901	0.93
tpch_q07/datafusion:vortex-file-compressed	53827735	53878871	1.00
tpch_q08/datafusion:vortex-file-compressed	38441692	39171572	0.98
tpch_q09/datafusion:vortex-file-compressed	50744842	50210685	1.01
tpch_q10/datafusion:vortex-file-compressed	39154646	38902123	1.01
tpch_q11/datafusion:vortex-file-compressed	14982731	15447966	0.97
tpch_q12/datafusion:vortex-file-compressed	25049404	24949655	1.00
tpch_q13/datafusion:vortex-file-compressed	24067781	24951416	0.96
tpch_q14/datafusion:vortex-file-compressed	16878096	16861081	1.00
tpch_q15/datafusion:vortex-file-compressed	25227897	27432976	0.92
tpch_q16/datafusion:vortex-file-compressed	18035263	18753373	0.96
tpch_q17/datafusion:vortex-file-compressed 🚨	73506797	64771965	1.13
tpch_q18/datafusion:vortex-file-compressed	86506161	80030658	1.08
tpch_q19/datafusion:vortex-file-compressed	22330973	23003032	0.97
tpch_q20/datafusion:vortex-file-compressed	29887767	30136921	0.99
tpch_q21/datafusion:vortex-file-compressed	68981057	70885390	0.97
tpch_q22/datafusion:vortex-file-compressed	11722763	12329809	0.95

datafusion / vortex-compact (0.964x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	57951145	58604677	0.99
tpch_q02/datafusion:vortex-compact	23973234	25736529	0.93
tpch_q03/datafusion:vortex-compact	29150912	29809959	0.98
tpch_q04/datafusion:vortex-compact	22735237	23997522	0.95
tpch_q05/datafusion:vortex-compact	50135341	52093042	0.96
tpch_q06/datafusion:vortex-compact	14272999	14663075	0.97
tpch_q07/datafusion:vortex-compact	58744464	59384403	0.99
tpch_q08/datafusion:vortex-compact	42501136	44722654	0.95
tpch_q09/datafusion:vortex-compact	55207689	55987183	0.99
tpch_q10/datafusion:vortex-compact	44435193	47274642	0.94
tpch_q11/datafusion:vortex-compact	15308251	16713998	0.92
tpch_q12/datafusion:vortex-compact	30976173	32311472	0.96
tpch_q13/datafusion:vortex-compact	30277186	31934205	0.95
tpch_q14/datafusion:vortex-compact	19587631	19787628	0.99
tpch_q15/datafusion:vortex-compact	31479036	32447557	0.97
tpch_q16/datafusion:vortex-compact	21909864	22758131	0.96
tpch_q17/datafusion:vortex-compact	67226302	67571897	0.99
tpch_q18/datafusion:vortex-compact	85190891	84163036	1.01
tpch_q19/datafusion:vortex-compact	28870114	31067617	0.93
tpch_q20/datafusion:vortex-compact	33111629	35294731	0.94
tpch_q21/datafusion:vortex-compact	78286999	78496024	1.00
tpch_q22/datafusion:vortex-compact	12099956	12625863	0.96

datafusion / parquet (1.031x ➖, 0↑ 2↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	135343907	96335293	1.40
tpch_q02/datafusion:parquet	64362186	63207943	1.02
tpch_q03/datafusion:parquet	74591001	69976645	1.07
tpch_q04/datafusion:parquet	46467271	45142258	1.03
tpch_q05/datafusion:parquet	97147867	93914532	1.03
tpch_q06/datafusion:parquet	39938257	42426387	0.94
tpch_q07/datafusion:parquet	107094437	105616856	1.01
tpch_q08/datafusion:parquet	92602509	95707741	0.97
tpch_q09/datafusion:parquet	130547028	132066470	0.99
tpch_q10/datafusion:parquet	113147148	112701397	1.00
tpch_q11/datafusion:parquet	42755716	41278608	1.04
tpch_q12/datafusion:parquet	78783361	86241294	0.91
tpch_q13/datafusion:parquet	193115761	191238978	1.01
tpch_q14/datafusion:parquet	47676553	47671409	1.00
tpch_q15/datafusion:parquet	65533577	61000471	1.07
tpch_q16/datafusion:parquet	45644086	43386204	1.05
tpch_q17/datafusion:parquet 🚨	148561852	126552675	1.17
tpch_q18/datafusion:parquet	167214956	154434050	1.08
tpch_q19/datafusion:parquet	84975309	85778148	0.99
tpch_q20/datafusion:parquet	70654830	69237491	1.02
tpch_q21/datafusion:parquet	134453068	136731566	0.98
tpch_q22/datafusion:parquet	31015427	32018989	0.97

datafusion / arrow (1.052x ➖, 0↑ 6↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	55514901	58504468	0.95
tpch_q02/datafusion:arrow	17962708	18577259	0.97
tpch_q03/datafusion:arrow 🚨	32821866	29062622	1.13
tpch_q04/datafusion:arrow 🚨	27837141	24706667	1.13
tpch_q05/datafusion:arrow 🚨	82369250	71858969	1.15
tpch_q06/datafusion:arrow 🚨	22503578	19648299	1.15
tpch_q07/datafusion:arrow	101168521	100976897	1.00
tpch_q08/datafusion:arrow	41524953	41432571	1.00
tpch_q09/datafusion:arrow	66474333	63371944	1.05
tpch_q10/datafusion:arrow	51456003	48675295	1.06
tpch_q11/datafusion:arrow	8645050	9184570	0.94
tpch_q12/datafusion:arrow	55001554	52288469	1.05
tpch_q13/datafusion:arrow	48001499	47865340	1.00
tpch_q14/datafusion:arrow	22870551	21315493	1.07
tpch_q15/datafusion:arrow	45274523	41792772	1.08
tpch_q16/datafusion:arrow	18627820	18207108	1.02
tpch_q17/datafusion:arrow 🚨	74780657	67032868	1.12
tpch_q18/datafusion:arrow	146792764	134874494	1.09
tpch_q19/datafusion:arrow	39029679	36486184	1.07
tpch_q20/datafusion:arrow 🚨	39017959	34398551	1.13
tpch_q21/datafusion:arrow	152061533	147825137	1.03
tpch_q22/datafusion:arrow	17424647	17289975	1.01

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

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31109339	31012260	1.00
tpch_q02/duckdb:vortex-file-compressed	23660427	24426067	0.97
tpch_q03/duckdb:vortex-file-compressed	28769810	28813267	1.00
tpch_q04/duckdb:vortex-file-compressed	28018714	28854659	0.97
tpch_q05/duckdb:vortex-file-compressed	31627165	33129268	0.95
tpch_q06/duckdb:vortex-file-compressed	10140442	9967893	1.02
tpch_q07/duckdb:vortex-file-compressed	36183284	36092407	1.00
tpch_q08/duckdb:vortex-file-compressed	36958506	39449711	0.94
tpch_q09/duckdb:vortex-file-compressed	72362912	71897194	1.01
tpch_q10/duckdb:vortex-file-compressed	33145955	33800411	0.98
tpch_q11/duckdb:vortex-file-compressed	14262398	14591659	0.98
tpch_q12/duckdb:vortex-file-compressed	21947216	21735025	1.01
tpch_q13/duckdb:vortex-file-compressed	34518575	34816968	0.99
tpch_q14/duckdb:vortex-file-compressed	20279802	20703997	0.98
tpch_q15/duckdb:vortex-file-compressed	16245180	16556954	0.98
tpch_q16/duckdb:vortex-file-compressed	27278122	28513822	0.96
tpch_q17/duckdb:vortex-file-compressed	24045399	24163493	1.00
tpch_q18/duckdb:vortex-file-compressed	48632380	48513476	1.00
tpch_q19/duckdb:vortex-file-compressed	28721143	28938581	0.99
tpch_q20/duckdb:vortex-file-compressed	32635656	33555622	0.97
tpch_q21/duckdb:vortex-file-compressed	102141452	104625551	0.98
tpch_q22/duckdb:vortex-file-compressed	16403284	16847478	0.97

duckdb / vortex-compact (0.985x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	38026810	37941129	1.00
tpch_q02/duckdb:vortex-compact	34730583	35498600	0.98
tpch_q03/duckdb:vortex-compact	29887219	31832454	0.94
tpch_q04/duckdb:vortex-compact	34286437	34150421	1.00
tpch_q05/duckdb:vortex-compact	36742735	37078210	0.99
tpch_q06/duckdb:vortex-compact	14141644	14724085	0.96
tpch_q07/duckdb:vortex-compact	41280915	41850216	0.99
tpch_q08/duckdb:vortex-compact	43105110	44748431	0.96
tpch_q09/duckdb:vortex-compact	80939270	84704574	0.96
tpch_q10/duckdb:vortex-compact	38567850	39251523	0.98
tpch_q11/duckdb:vortex-compact	19710922	18989746	1.04
tpch_q12/duckdb:vortex-compact	34385876	34468151	1.00
tpch_q13/duckdb:vortex-compact	44036225	44544789	0.99
tpch_q14/duckdb:vortex-compact	28515272	28073584	1.02
tpch_q15/duckdb:vortex-compact	19141225	19916945	0.96
tpch_q16/duckdb:vortex-compact	34242733	35469102	0.97
tpch_q17/duckdb:vortex-compact	28881275	29924649	0.97
tpch_q18/duckdb:vortex-compact	51088288	49628155	1.03
tpch_q19/duckdb:vortex-compact	34424848	34301334	1.00
tpch_q20/duckdb:vortex-compact	40633225	41687489	0.97
tpch_q21/duckdb:vortex-compact	107540029	109888433	0.98
tpch_q22/duckdb:vortex-compact	19373241	19638917	0.99

duckdb / parquet (1.014x ➖, 1↑ 2↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	81473683	75221134	1.08
tpch_q02/duckdb:parquet	39929242	39399923	1.01
tpch_q03/duckdb:parquet	70345724	69358302	1.01
tpch_q04/duckdb:parquet	47321002	46814378	1.01
tpch_q05/duckdb:parquet	66693070	66235042	1.01
tpch_q06/duckdb:parquet	19933148	20301961	0.98
tpch_q07/duckdb:parquet 🚨	74394032	67032535	1.11
tpch_q08/duckdb:parquet 🚨	90436229	80284118	1.13
tpch_q09/duckdb:parquet	150566388	153245669	0.98
tpch_q10/duckdb:parquet	117262336	115404580	1.02
tpch_q11/duckdb:parquet	23481956	22022850	1.07
tpch_q12/duckdb:parquet	45430785	46015769	0.99
tpch_q13/duckdb:parquet	254169929	247007790	1.03
tpch_q14/duckdb:parquet	48550937	48634776	1.00
tpch_q15/duckdb:parquet 🚀	24279034	28874982	0.84
tpch_q16/duckdb:parquet	56324237	55660344	1.01
tpch_q17/duckdb:parquet	50867185	54810612	0.93
tpch_q18/duckdb:parquet	117742782	114285080	1.03
tpch_q19/duckdb:parquet	65883276	64638115	1.02
tpch_q20/duckdb:parquet	62970532	62792072	1.00
tpch_q21/duckdb:parquet	172818572	159495850	1.08
tpch_q22/duckdb:parquet	51748227	51615889	1.00

duckdb / duckdb (0.989x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15892593	16099893	0.99
tpch_q02/duckdb:duckdb	12803717	12304003	1.04
tpch_q03/duckdb:duckdb	18957379	18971504	1.00
tpch_q04/duckdb:duckdb	19332629	19262498	1.00
tpch_q05/duckdb:duckdb	19440759	19932684	0.98
tpch_q06/duckdb:duckdb	5341140	5281952	1.01
tpch_q07/duckdb:duckdb	22061401	22246680	0.99
tpch_q08/duckdb:duckdb	20761242	21296426	0.97
tpch_q09/duckdb:duckdb	54353270	55807694	0.97
tpch_q10/duckdb:duckdb	43765072	43178190	1.01
tpch_q11/duckdb:duckdb	5749334	5785845	0.99
tpch_q12/duckdb:duckdb	13770252	14056520	0.98
tpch_q13/duckdb:duckdb	37816252	37804195	1.00
tpch_q14/duckdb:duckdb	17612284	18694932	0.94
tpch_q15/duckdb:duckdb	12181700	12270871	0.99
tpch_q16/duckdb:duckdb	23870873	23017710	1.04
tpch_q17/duckdb:duckdb	13555874	13961354	0.97
tpch_q18/duckdb:duckdb	39291283	38409610	1.02
tpch_q19/duckdb:duckdb	27093238	29181124	0.93
tpch_q20/duckdb:duckdb	22586199	23068010	0.98
tpch_q21/duckdb:duckdb	54516224	57601580	0.95
tpch_q22/duckdb:duckdb	24692235	24736353	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-5.1%	+23.4%	-23.1%	+18.5%	✅ faster
1	datafusion:vortex-compact	-1.1%	+23.4%	-19.8%	+16.2%	✅ faster
1	datafusion:vortex-file-compressed	+4.2%	+23.4%	-15.5%	+16.8%	✅ faster
1	duckdb:duckdb	-1.3%	+23.4%	-20.0%	+16.6%	✅ faster
1	duckdb:vortex-compact	+0.2%	+23.4%	-18.8%	+15.5%	✅ faster
1	duckdb:vortex-file-compressed	+0.3%	+23.4%	-18.7%	+19.2%	✅ faster
2	datafusion:arrow	-3.3%	+1.6%	-4.8%	+14.5%	➖ noise
2	datafusion:vortex-compact	-6.9%	+1.6%	-8.3%	+14.5%	➖ noise
2	datafusion:vortex-file-compressed	-1.6%	+1.6%	-3.1%	+14.5%	➖ noise
2	duckdb:duckdb	+4.1%	+1.6%	+2.4%	+14.5%	➖ noise
2	duckdb:vortex-compact	-2.2%	+1.6%	-3.7%	+14.5%	➖ noise
2	duckdb:vortex-file-compressed	-3.1%	+1.6%	-4.6%	+14.5%	➖ noise
3	datafusion:arrow	+12.9%	+4.0%	+8.6%	+14.5%	➖ noise
3	datafusion:vortex-compact	-2.2%	+4.0%	-6.0%	+14.5%	➖ noise
3	datafusion:vortex-file-compressed	-2.6%	+4.0%	-6.3%	+14.5%	➖ noise
3	duckdb:duckdb	-0.1%	+4.0%	-3.9%	+14.5%	➖ noise
3	duckdb:vortex-compact	-6.1%	+4.0%	-9.7%	+14.5%	➖ noise
3	duckdb:vortex-file-compressed	-0.2%	+4.0%	-4.0%	+14.5%	➖ noise
4	datafusion:arrow	+12.7%	+2.0%	+10.5%	+14.5%	➖ noise
4	datafusion:vortex-compact	-5.3%	+2.0%	-7.1%	+14.5%	➖ noise
4	datafusion:vortex-file-compressed	-1.7%	+2.0%	-3.7%	+14.5%	➖ noise
4	duckdb:duckdb	+0.4%	+2.0%	-1.6%	+14.5%	➖ noise
4	duckdb:vortex-compact	+0.4%	+2.0%	-1.6%	+14.5%	➖ noise
4	duckdb:vortex-file-compressed	-2.9%	+2.0%	-4.8%	+14.5%	➖ noise
5	datafusion:arrow	+14.6%	+2.1%	+12.3%	+14.5%	➖ noise
5	datafusion:vortex-compact	-3.8%	+2.1%	-5.7%	+14.5%	➖ noise
5	datafusion:vortex-file-compressed	+1.3%	+2.1%	-0.8%	+14.5%	➖ noise
5	duckdb:duckdb	-2.5%	+2.1%	-4.4%	+14.5%	➖ noise
5	duckdb:vortex-compact	-0.9%	+2.1%	-2.9%	+14.5%	➖ noise
5	duckdb:vortex-file-compressed	-4.5%	+2.1%	-6.5%	+14.5%	➖ noise
6	datafusion:arrow	+14.5%	-3.9%	+19.1%	+14.5%	🚨 regression
6	datafusion:vortex-compact	-2.7%	-3.9%	+1.2%	+14.5%	➖ noise
6	datafusion:vortex-file-compressed	-7.4%	-3.9%	-3.7%	+14.5%	➖ noise
6	duckdb:duckdb	+1.1%	-3.9%	+5.2%	+14.5%	➖ noise
6	duckdb:vortex-compact	-4.0%	-3.9%	-0.1%	+22.8%	➖ noise
6	duckdb:vortex-file-compressed	+1.7%	-3.9%	+5.8%	+14.5%	➖ noise
7	datafusion:arrow	+0.2%	+6.1%	-5.6%	+14.5%	➖ noise
7	datafusion:vortex-compact	-1.1%	+6.1%	-6.7%	+14.5%	➖ noise
7	datafusion:vortex-file-compressed	-0.1%	+6.1%	-5.8%	+14.5%	➖ noise
7	duckdb:duckdb	-0.8%	+6.1%	-6.5%	+14.5%	➖ noise
7	duckdb:vortex-compact	-1.4%	+6.1%	-7.0%	+14.5%	➖ noise
7	duckdb:vortex-file-compressed	+0.3%	+6.1%	-5.5%	+14.5%	➖ noise
8	datafusion:arrow	+0.2%	+4.4%	-4.0%	+14.5%	➖ noise
8	datafusion:vortex-compact	-5.0%	+4.4%	-9.0%	+14.5%	➖ noise
8	datafusion:vortex-file-compressed	-1.9%	+4.4%	-6.0%	+14.5%	➖ noise
8	duckdb:duckdb	-2.5%	+4.4%	-6.6%	+14.5%	➖ noise
8	duckdb:vortex-compact	-3.7%	+4.4%	-7.7%	+14.5%	➖ noise
8	duckdb:vortex-file-compressed	-6.3%	+4.4%	-10.3%	+15.6%	➖ noise
9	datafusion:arrow	+4.9%	-1.4%	+6.4%	+14.5%	➖ noise
9	datafusion:vortex-compact	-1.4%	-1.4%	+0.1%	+14.5%	➖ noise
9	datafusion:vortex-file-compressed	+1.1%	-1.4%	+2.6%	+14.5%	➖ noise
9	duckdb:duckdb	-2.6%	-1.4%	-1.2%	+14.5%	➖ noise
9	duckdb:vortex-compact	-4.4%	-1.4%	-3.0%	+14.5%	➖ noise
9	duckdb:vortex-file-compressed	+0.6%	-1.4%	+2.1%	+14.5%	➖ noise
10	datafusion:arrow	+5.7%	+1.0%	+4.7%	+14.5%	➖ noise
10	datafusion:vortex-compact	-6.0%	+1.0%	-6.9%	+14.5%	➖ noise
10	datafusion:vortex-file-compressed	+0.6%	+1.0%	-0.3%	+14.5%	➖ noise
10	duckdb:duckdb	+1.4%	+1.0%	+0.4%	+14.5%	➖ noise
10	duckdb:vortex-compact	-1.7%	+1.0%	-2.7%	+14.5%	➖ noise
10	duckdb:vortex-file-compressed	-1.9%	+1.0%	-2.9%	+14.5%	➖ noise
11	datafusion:arrow	-5.9%	+5.1%	-10.4%	+14.5%	➖ noise
11	datafusion:vortex-compact	-8.4%	+5.1%	-12.8%	+14.5%	✅ faster
11	datafusion:vortex-file-compressed	-3.0%	+5.1%	-7.7%	+14.5%	➖ noise
11	duckdb:duckdb	-0.6%	+5.1%	-5.4%	+14.5%	➖ noise
11	duckdb:vortex-compact	+3.8%	+5.1%	-1.2%	+14.5%	➖ noise
11	duckdb:vortex-file-compressed	-2.3%	+5.1%	-7.0%	+14.5%	➖ noise
12	datafusion:arrow	+5.2%	-5.0%	+10.8%	+18.1%	➖ noise
12	datafusion:vortex-compact	-4.1%	-5.0%	+0.9%	+14.5%	➖ noise
12	datafusion:vortex-file-compressed	+0.4%	-5.0%	+5.7%	+14.5%	➖ noise
12	duckdb:duckdb	-2.0%	-5.0%	+3.2%	+14.5%	➖ noise
12	duckdb:vortex-compact	-0.2%	-5.0%	+5.0%	+14.5%	➖ noise
12	duckdb:vortex-file-compressed	+1.0%	-5.0%	+6.3%	+14.5%	➖ noise
13	datafusion:arrow	+0.3%	+1.9%	-1.6%	+14.5%	➖ noise
13	datafusion:vortex-compact	-5.2%	+1.9%	-7.0%	+14.5%	➖ noise
13	datafusion:vortex-file-compressed	-3.5%	+1.9%	-5.4%	+14.5%	➖ noise
13	duckdb:duckdb	+0.0%	+1.9%	-1.9%	+14.5%	➖ noise
13	duckdb:vortex-compact	-1.1%	+1.9%	-3.0%	+14.5%	➖ noise
13	duckdb:vortex-file-compressed	-0.9%	+1.9%	-2.7%	+14.5%	➖ noise
14	datafusion:arrow	+7.3%	-0.1%	+7.4%	+14.5%	➖ noise
14	datafusion:vortex-compact	-1.0%	-0.1%	-0.9%	+14.5%	➖ noise
14	datafusion:vortex-file-compressed	+0.1%	-0.1%	+0.2%	+14.5%	➖ noise
14	duckdb:duckdb	-5.8%	-0.1%	-5.7%	+14.5%	➖ noise
14	duckdb:vortex-compact	+1.6%	-0.1%	+1.7%	+14.5%	➖ noise
14	duckdb:vortex-file-compressed	-2.0%	-0.1%	-2.0%	+14.5%	➖ noise
15	datafusion:arrow	+8.3%	-5.0%	+14.0%	+14.5%	➖ noise
15	datafusion:vortex-compact	-3.0%	-5.0%	+2.1%	+14.5%	➖ noise
15	datafusion:vortex-file-compressed	-8.0%	-5.0%	-3.2%	+14.5%	➖ noise
15	duckdb:duckdb	-0.7%	-5.0%	+4.5%	+19.5%	➖ noise
15	duckdb:vortex-compact	-3.9%	-5.0%	+1.1%	+16.8%	➖ noise
15	duckdb:vortex-file-compressed	-1.9%	-5.0%	+3.2%	+14.5%	➖ noise
16	datafusion:arrow	+2.3%	+3.2%	-0.8%	+14.5%	➖ noise
16	datafusion:vortex-compact	-3.7%	+3.2%	-6.7%	+14.5%	➖ noise
16	datafusion:vortex-file-compressed	-3.8%	+3.2%	-6.8%	+14.5%	➖ noise
16	duckdb:duckdb	+3.7%	+3.2%	+0.5%	+14.5%	➖ noise
16	duckdb:vortex-compact	-3.5%	+3.2%	-6.4%	+14.5%	➖ noise
16	duckdb:vortex-file-compressed	-4.3%	+3.2%	-7.3%	+14.5%	➖ noise
17	datafusion:arrow	+11.6%	+4.4%	+6.9%	+14.5%	➖ noise
17	datafusion:vortex-compact	-0.5%	+4.4%	-4.7%	+14.5%	➖ noise
17	datafusion:vortex-file-compressed	+13.5%	+4.4%	+8.7%	+14.5%	➖ noise
17	duckdb:duckdb	-2.9%	+4.4%	-7.0%	+14.5%	➖ noise
17	duckdb:vortex-compact	-3.5%	+4.4%	-7.5%	+14.5%	➖ noise
17	duckdb:vortex-file-compressed	-0.5%	+4.4%	-4.7%	+14.8%	➖ noise
18	datafusion:arrow	+8.8%	+5.6%	+3.0%	+14.5%	➖ noise
18	datafusion:vortex-compact	+1.2%	+5.6%	-4.2%	+14.5%	➖ noise
18	datafusion:vortex-file-compressed	+8.1%	+5.6%	+2.3%	+14.5%	➖ noise
18	duckdb:duckdb	+2.3%	+5.6%	-3.1%	+14.5%	➖ noise
18	duckdb:vortex-compact	+2.9%	+5.6%	-2.5%	+14.5%	➖ noise
18	duckdb:vortex-file-compressed	+0.2%	+5.6%	-5.1%	+14.5%	➖ noise
19	datafusion:arrow	+7.0%	+0.5%	+6.5%	+16.3%	➖ noise
19	datafusion:vortex-compact	-7.1%	+0.5%	-7.5%	+14.5%	➖ noise
19	datafusion:vortex-file-compressed	-2.9%	+0.5%	-3.4%	+14.5%	➖ noise
19	duckdb:duckdb	-7.2%	+0.5%	-7.6%	+14.5%	➖ noise
19	duckdb:vortex-compact	+0.4%	+0.5%	-0.1%	+14.5%	➖ noise
19	duckdb:vortex-file-compressed	-0.8%	+0.5%	-1.2%	+14.5%	➖ noise
20	datafusion:arrow	+13.4%	+1.2%	+12.1%	+14.5%	➖ noise
20	datafusion:vortex-compact	-6.2%	+1.2%	-7.3%	+14.5%	➖ noise
20	datafusion:vortex-file-compressed	-0.8%	+1.2%	-2.0%	+14.5%	➖ noise
20	duckdb:duckdb	-2.1%	+1.2%	-3.2%	+14.5%	➖ noise
20	duckdb:vortex-compact	-2.5%	+1.2%	-3.6%	+14.5%	➖ noise
20	duckdb:vortex-file-compressed	-2.7%	+1.2%	-3.9%	+14.5%	➖ noise
21	datafusion:arrow	+2.9%	+3.2%	-0.3%	+14.5%	➖ noise
21	datafusion:vortex-compact	-0.3%	+3.2%	-3.4%	+14.5%	➖ noise
21	datafusion:vortex-file-compressed	-2.7%	+3.2%	-5.7%	+14.5%	➖ noise
21	duckdb:duckdb	-5.4%	+3.2%	-8.3%	+14.5%	➖ noise
21	duckdb:vortex-compact	-2.1%	+3.2%	-5.2%	+14.5%	➖ noise
21	duckdb:vortex-file-compressed	-2.4%	+3.2%	-5.4%	+14.5%	➖ noise
22	datafusion:arrow	+0.8%	-1.5%	+2.3%	+14.5%	➖ noise
22	datafusion:vortex-compact	-4.2%	-1.5%	-2.8%	+14.5%	➖ noise
22	datafusion:vortex-file-compressed	-4.9%	-1.5%	-3.5%	+14.5%	➖ noise
22	duckdb:duckdb	-0.2%	-1.5%	+1.3%	+14.5%	➖ noise
22	duckdb:vortex-compact	-1.4%	-1.5%	+0.1%	+14.5%	➖ noise
22	duckdb:vortex-file-compressed	-2.6%	-1.5%	-1.2%	+14.5%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

File Sizes: TPC-H 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: +5.6%
Vortex (geomean): 1.054x ➖
Parquet (geomean): 0.999x ➖
Shifts: Parquet (control) -0.1% · Median polish +5.5%

---

datafusion / vortex-file-compressed (1.031x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	33566687	31839650	1.05
fineweb_q01/datafusion:vortex-file-compressed	581772696	631267450	0.92
fineweb_q02/datafusion:vortex-file-compressed	480626631	459441243	1.05
fineweb_q03/datafusion:vortex-file-compressed	1521458501	1350642518	1.13
fineweb_q04/datafusion:vortex-file-compressed	1377031469	1399664697	0.98
fineweb_q05/datafusion:vortex-file-compressed	1386990973	1369541356	1.01
fineweb_q06/datafusion:vortex-file-compressed	1569391260	1586873817	0.99
fineweb_q07/datafusion:vortex-file-compressed	1340175043	1351712401	0.99
fineweb_q08/datafusion:vortex-file-compressed	604054558	512237513	1.18

datafusion / vortex-compact (1.045x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	34958718	33530583	1.04
fineweb_q01/datafusion:vortex-compact	804375283	693922101	1.16
fineweb_q02/datafusion:vortex-compact	575789618	543025770	1.06
fineweb_q03/datafusion:vortex-compact	1613487677	1502981100	1.07
fineweb_q04/datafusion:vortex-compact	1906008521	1735091004	1.10
fineweb_q05/datafusion:vortex-compact	1544079296	1462772696	1.06
fineweb_q06/datafusion:vortex-compact	1382838179	1348811714	1.03
fineweb_q07/datafusion:vortex-compact	1227923750	1347414969	0.91
fineweb_q08/datafusion:vortex-compact	377246766	378526088	1.00

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

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1228219483	1081619881	1.14
fineweb_q01/datafusion:parquet	1851237608	1707809173	1.08
fineweb_q02/datafusion:parquet	1842170083	2129337312	0.87
fineweb_q03/datafusion:parquet	1682854599	1864078770	0.90
fineweb_q04/datafusion:parquet	1769017385	1928845068	0.92
fineweb_q05/datafusion:parquet	1990276900	2060997623	0.97
fineweb_q06/datafusion:parquet	1975926444	2115401237	0.93
fineweb_q07/datafusion:parquet	1776376031	2114381199	0.84
fineweb_q08/datafusion:parquet	1808265355	1742284143	1.04

duckdb / vortex-file-compressed (1.067x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	87790445	97737527	0.90
fineweb_q01/duckdb:vortex-file-compressed	603330187	565137362	1.07
fineweb_q02/duckdb:vortex-file-compressed	506640397	493054312	1.03
fineweb_q03/duckdb:vortex-file-compressed	1778028358	1649347371	1.08
fineweb_q04/duckdb:vortex-file-compressed	1896192187	1512428488	1.25
fineweb_q05/duckdb:vortex-file-compressed	1692235718	1475603219	1.15
fineweb_q06/duckdb:vortex-file-compressed	1895405211	1763315542	1.07
fineweb_q07/duckdb:vortex-file-compressed	1736533949	1514832688	1.15
fineweb_q08/duckdb:vortex-file-compressed	694178869	729126515	0.95

duckdb / vortex-compact (1.075x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	61673601	78689546	0.78
fineweb_q01/duckdb:vortex-compact	576997139	538266423	1.07
fineweb_q02/duckdb:vortex-compact	607825056	581602598	1.05
fineweb_q03/duckdb:vortex-compact	1778681147	1622925943	1.10
fineweb_q04/duckdb:vortex-compact	2010652949	1727400318	1.16
fineweb_q05/duckdb:vortex-compact	1889647891	1542626669	1.22
fineweb_q06/duckdb:vortex-compact	1622184045	1475150229	1.10
fineweb_q07/duckdb:vortex-compact	1557216123	1397881432	1.11
fineweb_q08/duckdb:vortex-compact	552746100	486014816	1.14

duckdb / parquet (1.038x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1136816905	1128902111	1.01
fineweb_q01/duckdb:parquet	1547526104	1470665909	1.05
fineweb_q02/duckdb:parquet	1430330410	1441491171	0.99
fineweb_q03/duckdb:parquet	3771061341	3726855699	1.01
fineweb_q04/duckdb:parquet	2004676771	1948438504	1.03
fineweb_q05/duckdb:parquet	2279806304	2127489888	1.07
fineweb_q06/duckdb:parquet	4524547168	4613634385	0.98
fineweb_q07/duckdb:parquet	3117318489	2806785747	1.11
fineweb_q08/duckdb:parquet	1257488436	1144137295	1.10

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+4.3%	+6.9%	-2.5%	+194.5%	➖ noise
0	datafusion:vortex-file-compressed	+5.4%	+6.9%	-1.4%	+279.6%	➖ noise
0	duckdb:vortex-compact	-21.6%	+6.9%	-26.7%	+68.9%	➖ noise
0	duckdb:vortex-file-compressed	-10.2%	+6.9%	-16.0%	+63.9%	➖ noise
1	datafusion:vortex-compact	+15.9%	+6.8%	+8.5%	+35.6%	➖ noise
1	datafusion:vortex-file-compressed	-7.8%	+6.8%	-13.7%	+63.4%	➖ noise
1	duckdb:vortex-compact	+7.2%	+6.8%	+0.4%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	+6.8%	+6.8%	-0.0%	+30.0%	➖ noise
2	datafusion:vortex-compact	+6.0%	-7.3%	+14.4%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+4.6%	-7.3%	+12.9%	+44.3%	➖ noise
2	duckdb:vortex-compact	+4.5%	-7.3%	+12.8%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+2.8%	-7.3%	+10.9%	+37.5%	➖ noise
3	datafusion:vortex-compact	+7.4%	-4.4%	+12.3%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+12.6%	-4.4%	+17.9%	+30.0%	➖ noise
3	duckdb:vortex-compact	+9.6%	-4.4%	+14.7%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+7.8%	-4.4%	+12.8%	+30.0%	➖ noise
4	datafusion:vortex-compact	+9.9%	-2.9%	+13.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.6%	-2.9%	+1.3%	+30.0%	➖ noise
4	duckdb:vortex-compact	+16.4%	-2.9%	+19.8%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+25.4%	-2.9%	+29.1%	+30.0%	➖ noise
5	datafusion:vortex-compact	+5.6%	+1.7%	+3.8%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.3%	+1.7%	-0.4%	+30.0%	➖ noise
5	duckdb:vortex-compact	+22.5%	+1.7%	+20.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+14.7%	+1.7%	+12.7%	+30.0%	➖ noise
6	datafusion:vortex-compact	+2.5%	-4.3%	+7.1%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.1%	-4.3%	+3.3%	+30.0%	➖ noise
6	duckdb:vortex-compact	+10.0%	-4.3%	+14.9%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.5%	-4.3%	+12.3%	+30.0%	➖ noise
7	datafusion:vortex-compact	-8.9%	-3.4%	-5.7%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.9%	-3.4%	+2.6%	+30.0%	➖ noise
7	duckdb:vortex-compact	+11.4%	-3.4%	+15.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+14.6%	-3.4%	+18.7%	+30.0%	➖ noise
8	datafusion:vortex-compact	-0.3%	+6.8%	-6.7%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+17.9%	+6.8%	+10.4%	+30.0%	➖ noise
8	duckdb:vortex-compact	+13.7%	+6.8%	+6.5%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-4.8%	+6.8%	-10.9%	+30.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.7%
Vortex (geomean): 1.017x ➖
Parquet (geomean): 1.011x ➖
Shifts: Parquet (control) +1.1% · Median polish +2.1%

---

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

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11602813	11596263	1.00
statpopgen_q01/duckdb:vortex-file-compressed	26228437	26126102	1.00
statpopgen_q02/duckdb:vortex-file-compressed	1411611587	1381949837	1.02
statpopgen_q03/duckdb:vortex-file-compressed	3212210049	3099297980	1.04
statpopgen_q04/duckdb:vortex-file-compressed	3263632984	3160580656	1.03
statpopgen_q05/duckdb:vortex-file-compressed	1466208277	1436082861	1.02
statpopgen_q06/duckdb:vortex-file-compressed	2179881395	2137426113	1.02
statpopgen_q07/duckdb:vortex-file-compressed	207714235	207801065	1.00
statpopgen_q08/duckdb:vortex-file-compressed	238703938	255816424	0.93
statpopgen_q09/duckdb:vortex-file-compressed	3051730090	2914531617	1.05
statpopgen_q10/duckdb:vortex-file-compressed	4835828197	4673967236	1.03

duckdb / vortex-compact (1.021x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11152623	11228732	0.99
statpopgen_q01/duckdb:vortex-compact	168118948	165729025	1.01
statpopgen_q02/duckdb:vortex-compact	1883035922	1821961743	1.03
statpopgen_q03/duckdb:vortex-compact	3630698617	3510102843	1.03
statpopgen_q04/duckdb:vortex-compact	3662065255	3515883156	1.04
statpopgen_q05/duckdb:vortex-compact	1866727353	1804460912	1.03
statpopgen_q06/duckdb:vortex-compact	2709791688	2692212991	1.01
statpopgen_q07/duckdb:vortex-compact	899248904	888463661	1.01
statpopgen_q08/duckdb:vortex-compact	925916443	922607171	1.00
statpopgen_q09/duckdb:vortex-compact	3494237542	3334043270	1.05
statpopgen_q10/duckdb:vortex-compact	5506443507	5429469030	1.01

duckdb / parquet (1.011x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	320987790	333614266	0.96
statpopgen_q01/duckdb:parquet	410537659	406187047	1.01
statpopgen_q02/duckdb:parquet	1020744162	1009571447	1.01
statpopgen_q03/duckdb:parquet	1579493955	1494280022	1.06
statpopgen_q04/duckdb:parquet	1568819805	1535474308	1.02
statpopgen_q05/duckdb:parquet	1033150439	1012419262	1.02
statpopgen_q06/duckdb:parquet	1504568077	1486540000	1.01
statpopgen_q07/duckdb:parquet	1276558826	1317315446	0.97
statpopgen_q08/duckdb:parquet	1299715721	1317088585	0.99
statpopgen_q09/duckdb:parquet	1447518615	1394477649	1.04
statpopgen_q10/duckdb:parquet	2769056347	2684908493	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-0.7%	-3.8%	+3.2%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+0.1%	-3.8%	+4.0%	+12.4%	➖ noise
1	duckdb:vortex-compact	+1.4%	+1.1%	+0.4%	+35.1%	➖ noise
1	duckdb:vortex-file-compressed	+0.4%	+1.1%	-0.7%	+187.6%	➖ noise
2	duckdb:vortex-compact	+3.4%	+1.1%	+2.2%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+2.1%	+1.1%	+1.0%	+10.0%	➖ noise
3	duckdb:vortex-compact	+3.4%	+5.7%	-2.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+3.6%	+5.7%	-1.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	+4.2%	+2.2%	+1.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+3.3%	+2.2%	+1.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	+3.5%	+2.0%	+1.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.1%	+2.0%	+0.0%	+10.0%	➖ noise
6	duckdb:vortex-compact	+0.7%	+1.2%	-0.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+2.0%	+1.2%	+0.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.2%	-3.1%	+4.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.0%	-3.1%	+3.1%	+11.5%	➖ noise
8	duckdb:vortex-compact	+0.4%	-1.3%	+1.7%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-6.7%	-1.3%	-5.4%	+10.0%	➖ noise
9	duckdb:vortex-compact	+4.8%	+3.8%	+1.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+4.7%	+3.8%	+0.9%	+10.0%	➖ noise
10	duckdb:vortex-compact	+1.4%	+3.1%	-1.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+3.5%	+3.1%	+0.3%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +5.0%
Vortex (geomean): 1.034x ➖
Parquet (geomean): 1.004x ➖
Shifts: Parquet (control) +0.4% · Median polish +1.0%

---

datafusion / vortex-file-compressed (1.014x ➖, 0↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	398174597	388441705	1.03
tpch_q02/datafusion:vortex-file-compressed	105194123	105019405	1.00
tpch_q03/datafusion:vortex-file-compressed	212802318	211122638	1.01
tpch_q04/datafusion:vortex-file-compressed	115289656	113098075	1.02
tpch_q05/datafusion:vortex-file-compressed	364158247	366076633	0.99
tpch_q06/datafusion:vortex-file-compressed	42641445	43108246	0.99
tpch_q07/datafusion:vortex-file-compressed	494927935	493106394	1.00
tpch_q08/datafusion:vortex-file-compressed	355616933	348708033	1.02
tpch_q09/datafusion:vortex-file-compressed	607942571	617893385	0.98
tpch_q10/datafusion:vortex-file-compressed	231840563	227037448	1.02
tpch_q11/datafusion:vortex-file-compressed	84162297	79557701	1.06
tpch_q12/datafusion:vortex-file-compressed	120587263	118373927	1.02
tpch_q13/datafusion:vortex-file-compressed	215395840	209144688	1.03
tpch_q14/datafusion:vortex-file-compressed	55220701	56186827	0.98
tpch_q15/datafusion:vortex-file-compressed	103492202	104968873	0.99
tpch_q16/datafusion:vortex-file-compressed	73901048	73800366	1.00
tpch_q17/datafusion:vortex-file-compressed	626875148	617486575	1.02
tpch_q18/datafusion:vortex-file-compressed	819494639	820827454	1.00
tpch_q19/datafusion:vortex-file-compressed	92545681	91332559	1.01
tpch_q20/datafusion:vortex-file-compressed 🚨	183557310	164874687	1.11
tpch_q21/datafusion:vortex-file-compressed	662299320	638881791	1.04
tpch_q22/datafusion:vortex-file-compressed	62965967	63290996	0.99

datafusion / vortex-compact (1.016x ➖, 0↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	444001610	448055061	0.99
tpch_q02/datafusion:vortex-compact	114290412	106533932	1.07
tpch_q03/datafusion:vortex-compact	221115357	216019183	1.02
tpch_q04/datafusion:vortex-compact	118155883	121448404	0.97
tpch_q05/datafusion:vortex-compact	365639749	367284340	1.00
tpch_q06/datafusion:vortex-compact	62069193	63534680	0.98
tpch_q07/datafusion:vortex-compact	510347991	511063470	1.00
tpch_q08/datafusion:vortex-compact	362764774	354518929	1.02
tpch_q09/datafusion:vortex-compact	654358143	624902700	1.05
tpch_q10/datafusion:vortex-compact	267313563	244793323	1.09
tpch_q11/datafusion:vortex-compact 🚨	89635575	80613183	1.11
tpch_q12/datafusion:vortex-compact	175387525	163691261	1.07
tpch_q13/datafusion:vortex-compact	267186331	260447925	1.03
tpch_q14/datafusion:vortex-compact	72343515	72343331	1.00
tpch_q15/datafusion:vortex-compact	165818671	158098730	1.05
tpch_q16/datafusion:vortex-compact	77272262	77090106	1.00
tpch_q17/datafusion:vortex-compact	632989544	620932904	1.02
tpch_q18/datafusion:vortex-compact	831180922	829332105	1.00
tpch_q19/datafusion:vortex-compact	127770371	130845982	0.98
tpch_q20/datafusion:vortex-compact	183898606	188300616	0.98
tpch_q21/datafusion:vortex-compact	639482745	648070878	0.99
tpch_q22/datafusion:vortex-compact	67149383	70208667	0.96

datafusion / parquet (1.006x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	483238312	445577173	1.08
tpch_q02/datafusion:parquet	184327068	171559473	1.07
tpch_q03/datafusion:parquet	311114138	283450705	1.10
tpch_q04/datafusion:parquet	129066962	127670956	1.01
tpch_q05/datafusion:parquet	472625442	436733117	1.08
tpch_q06/datafusion:parquet	123709212	135961255	0.91
tpch_q07/datafusion:parquet	596960707	606427211	0.98
tpch_q08/datafusion:parquet	468285723	468406440	1.00
tpch_q09/datafusion:parquet	732496984	739345837	0.99
tpch_q10/datafusion:parquet	485584499	494148160	0.98
tpch_q11/datafusion:parquet	119293410	118255082	1.01
tpch_q12/datafusion:parquet	193331893	206189102	0.94
tpch_q13/datafusion:parquet	329377308	333471169	0.99
tpch_q14/datafusion:parquet	166411511	161821229	1.03
tpch_q15/datafusion:parquet	244214650	249731929	0.98
tpch_q16/datafusion:parquet	125509445	124891616	1.00
tpch_q17/datafusion:parquet	685487845	673262819	1.02
tpch_q18/datafusion:parquet	885970723	865808798	1.02
tpch_q19/datafusion:parquet	279587997	277223481	1.01
tpch_q20/datafusion:parquet	290902942	296904290	0.98
tpch_q21/datafusion:parquet	682711489	696315597	0.98
tpch_q22/datafusion:parquet	208799122	214046037	0.98

datafusion / arrow (1.090x ➖, 0↑ 8↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	643985570	591888211	1.09
tpch_q02/datafusion:arrow	173211246	160148442	1.08
tpch_q03/datafusion:arrow	496972545	459163744	1.08
tpch_q04/datafusion:arrow	360988372	329087468	1.10
tpch_q05/datafusion:arrow 🚨	1013530848	910361850	1.11
tpch_q06/datafusion:arrow	300498903	280011924	1.07
tpch_q07/datafusion:arrow	1238169173	1136068783	1.09
tpch_q08/datafusion:arrow	1209685830	1118088659	1.08
tpch_q09/datafusion:arrow	1436061379	1341599961	1.07
tpch_q10/datafusion:arrow	637591776	583294710	1.09
tpch_q11/datafusion:arrow	141992636	134101417	1.06
tpch_q12/datafusion:arrow	821460269	812357527	1.01
tpch_q13/datafusion:arrow	520078387	504463390	1.03
tpch_q14/datafusion:arrow 🚨	351911755	316882690	1.11
tpch_q15/datafusion:arrow 🚨	784078362	685972590	1.14
tpch_q16/datafusion:arrow 🚨	115964935	101355916	1.14
tpch_q17/datafusion:arrow 🚨	1528448640	1313013932	1.16
tpch_q18/datafusion:arrow 🚨	2149751760	1837636443	1.17
tpch_q19/datafusion:arrow 🚨	530601796	477061344	1.11
tpch_q20/datafusion:arrow 🚨	547719902	483877060	1.13
tpch_q21/datafusion:arrow	3178363635	2975201736	1.07
tpch_q22/datafusion:arrow	126372275	128857661	0.98

duckdb / vortex-file-compressed (0.994x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	170614951	171492387	0.99
tpch_q02/duckdb:vortex-file-compressed	51594003	51523343	1.00
tpch_q03/duckdb:vortex-file-compressed	123759244	126882975	0.98
tpch_q04/duckdb:vortex-file-compressed	149705479	151500012	0.99
tpch_q05/duckdb:vortex-file-compressed	125925612	128812050	0.98
tpch_q06/duckdb:vortex-file-compressed	44400053	46623240	0.95
tpch_q07/duckdb:vortex-file-compressed	143497632	140583143	1.02
tpch_q08/duckdb:vortex-file-compressed	171518596	167607805	1.02
tpch_q09/duckdb:vortex-file-compressed	327820561	324390278	1.01
tpch_q10/duckdb:vortex-file-compressed	143656594	142168641	1.01
tpch_q11/duckdb:vortex-file-compressed	32808643	32758495	1.00
tpch_q12/duckdb:vortex-file-compressed	92104112	93551919	0.98
tpch_q13/duckdb:vortex-file-compressed	226160042	227799616	0.99
tpch_q14/duckdb:vortex-file-compressed	64829907	66917303	0.97
tpch_q15/duckdb:vortex-file-compressed	85204028	88780506	0.96
tpch_q16/duckdb:vortex-file-compressed	78994832	80502650	0.98
tpch_q17/duckdb:vortex-file-compressed	95530776	100203538	0.95
tpch_q18/duckdb:vortex-file-compressed	288825861	283041683	1.02
tpch_q19/duckdb:vortex-file-compressed	81991438	83225854	0.99
tpch_q20/duckdb:vortex-file-compressed	155984259	157678468	0.99
tpch_q21/duckdb:vortex-file-compressed	569799069	565217243	1.01
tpch_q22/duckdb:vortex-file-compressed	75633585	70657253	1.07

duckdb / vortex-compact (1.116x ❌, 0↑ 16↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	238168235	227052086	1.05
tpch_q02/duckdb:vortex-compact	60560823	55997725	1.08
tpch_q03/duckdb:vortex-compact 🚨	157489658	137506570	1.15
tpch_q04/duckdb:vortex-compact 🚨	189937814	170485719	1.11
tpch_q05/duckdb:vortex-compact 🚨	161496308	142779279	1.13
tpch_q06/duckdb:vortex-compact	91050368	84469402	1.08
tpch_q07/duckdb:vortex-compact 🚨	218084463	196347678	1.11
tpch_q08/duckdb:vortex-compact 🚨	224455873	182646319	1.23
tpch_q09/duckdb:vortex-compact 🚨	390869005	353649908	1.11
tpch_q10/duckdb:vortex-compact 🚨	197460407	175932164	1.12
tpch_q11/duckdb:vortex-compact 🚨	43943627	39884905	1.10
tpch_q12/duckdb:vortex-compact	218048956	200695306	1.09
tpch_q13/duckdb:vortex-compact 🚨	314959121	279044852	1.13
tpch_q14/duckdb:vortex-compact 🚨	109176451	97935832	1.11
tpch_q15/duckdb:vortex-compact 🚨	124912780	112004505	1.12
tpch_q16/duckdb:vortex-compact 🚨	93770738	82570641	1.14
tpch_q17/duckdb:vortex-compact 🚨	125219288	111686221	1.12
tpch_q18/duckdb:vortex-compact 🚨	319929088	284324944	1.13
tpch_q19/duckdb:vortex-compact	114761050	106060429	1.08
tpch_q20/duckdb:vortex-compact 🚨	230665866	201071900	1.15
tpch_q21/duckdb:vortex-compact 🚨	707674353	615549425	1.15
tpch_q22/duckdb:vortex-compact	91823873	84423773	1.09

duckdb / parquet (1.002x ➖, 1↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	256078408	257322410	1.00
tpch_q02/duckdb:parquet	103295653	96778859	1.07
tpch_q03/duckdb:parquet	217498131	210567519	1.03
tpch_q04/duckdb:parquet	131422730	130803002	1.00
tpch_q05/duckdb:parquet	218983044	212140575	1.03
tpch_q06/duckdb:parquet	66537836	67571805	0.98
tpch_q07/duckdb:parquet	178176374	179823975	0.99
tpch_q08/duckdb:parquet	251203097	249600291	1.01
tpch_q09/duckdb:parquet	488271058	480417661	1.02
tpch_q10/duckdb:parquet	610034112	610294574	1.00
tpch_q11/duckdb:parquet 🚀	52742492	58866075	0.90
tpch_q12/duckdb:parquet	122579689	122213464	1.00
tpch_q13/duckdb:parquet	440202339	448283523	0.98
tpch_q14/duckdb:parquet	175478556	172615341	1.02
tpch_q15/duckdb:parquet	96165502	95448664	1.01
tpch_q16/duckdb:parquet	161650767	163033507	0.99
tpch_q17/duckdb:parquet	175815072	177950229	0.99
tpch_q18/duckdb:parquet	350472689	350725954	1.00
tpch_q19/duckdb:parquet	288568723	282759624	1.02
tpch_q20/duckdb:parquet	227182401	233660537	0.97
tpch_q21/duckdb:parquet	571051125	555155084	1.03
tpch_q22/duckdb:parquet	292778187	289843382	1.01

duckdb / duckdb (1.101x ❌, 0↑ 10↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	123144069	115993474	1.06
tpch_q02/duckdb:duckdb	48773538	48650220	1.00
tpch_q03/duckdb:duckdb 🚨	109937526	96425749	1.14
tpch_q04/duckdb:duckdb 🚨	150370587	130140747	1.16
tpch_q05/duckdb:duckdb 🚨	123363491	108067878	1.14
tpch_q06/duckdb:duckdb 🚨	42429992	36804584	1.15
tpch_q07/duckdb:duckdb	94201875	86249300	1.09
tpch_q08/duckdb:duckdb 🚨	121953704	109154849	1.12
tpch_q09/duckdb:duckdb 🚨	306215755	277718631	1.10
tpch_q10/duckdb:duckdb 🚨	227146162	204169648	1.11
tpch_q11/duckdb:duckdb	16750467	15284698	1.10
tpch_q12/duckdb:duckdb	92759297	85112992	1.09
tpch_q13/duckdb:duckdb 🚨	251671876	220242399	1.14
tpch_q14/duckdb:duckdb 🚨	76895483	69580083	1.11
tpch_q15/duckdb:duckdb	84230327	76954336	1.09
tpch_q16/duckdb:duckdb	80374035	73383383	1.10
tpch_q17/duckdb:duckdb	90879820	84788813	1.07
tpch_q18/duckdb:duckdb	234716289	215914999	1.09
tpch_q19/duckdb:duckdb	125164642	115734784	1.08
tpch_q20/duckdb:duckdb	120313125	111613038	1.08
tpch_q21/duckdb:duckdb 🚨	333167753	296142496	1.13
tpch_q22/duckdb:duckdb	73418471	67675843	1.08

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+8.8%	+3.9%	+4.7%	+10.0%	➖ noise
1	datafusion:vortex-compact	-0.9%	+3.9%	-4.6%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+2.5%	+3.9%	-1.3%	+10.0%	➖ noise
1	duckdb:duckdb	+6.2%	+3.9%	+2.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	+4.9%	+3.9%	+1.0%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.5%	+3.9%	-4.2%	+10.0%	➖ noise
2	datafusion:arrow	+8.2%	+7.1%	+1.0%	+10.0%	➖ noise
2	datafusion:vortex-compact	+7.3%	+7.1%	+0.2%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+0.2%	+7.1%	-6.5%	+10.0%	➖ noise
2	duckdb:duckdb	+0.3%	+7.1%	-6.4%	+10.0%	➖ noise
2	duckdb:vortex-compact	+8.1%	+7.1%	+1.0%	+11.6%	➖ noise
2	duckdb:vortex-file-compressed	+0.1%	+7.1%	-6.5%	+10.0%	➖ noise
3	datafusion:arrow	+8.2%	+6.5%	+1.7%	+10.0%	➖ noise
3	datafusion:vortex-compact	+2.4%	+6.5%	-3.9%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.8%	+6.5%	-5.3%	+10.0%	➖ noise
3	duckdb:duckdb	+14.0%	+6.5%	+7.1%	+10.0%	➖ noise
3	duckdb:vortex-compact	+14.5%	+6.5%	+7.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.5%	+6.5%	-8.4%	+10.0%	➖ noise
4	datafusion:arrow	+9.7%	+0.8%	+8.8%	+10.0%	➖ noise
4	datafusion:vortex-compact	-2.7%	+0.8%	-3.5%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.9%	+0.8%	+1.1%	+10.0%	➖ noise
4	duckdb:duckdb	+15.5%	+0.8%	+14.6%	+10.0%	🚨 regression
4	duckdb:vortex-compact	+11.4%	+0.8%	+10.5%	+10.0%	🚨 regression
4	duckdb:vortex-file-compressed	-1.2%	+0.8%	-2.0%	+10.0%	➖ noise
5	datafusion:arrow	+11.3%	+5.7%	+5.3%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.4%	+5.7%	-5.8%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.5%	+5.7%	-5.9%	+10.0%	➖ noise
5	duckdb:duckdb	+14.2%	+5.7%	+8.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+13.1%	+5.7%	+7.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.2%	+5.7%	-7.5%	+10.0%	➖ noise
6	datafusion:arrow	+7.3%	-5.3%	+13.4%	+10.0%	🚨 regression
6	datafusion:vortex-compact	-2.3%	-5.3%	+3.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.1%	-5.3%	+4.5%	+10.0%	➖ noise
6	duckdb:duckdb	+15.3%	-5.3%	+21.8%	+10.9%	🚨 regression
6	duckdb:vortex-compact	+7.8%	-5.3%	+13.9%	+10.0%	🚨 regression
6	duckdb:vortex-file-compressed	-4.8%	-5.3%	+0.6%	+10.0%	➖ noise
7	datafusion:arrow	+9.0%	-1.2%	+10.4%	+10.0%	🚨 regression
7	datafusion:vortex-compact	-0.1%	-1.2%	+1.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+0.4%	-1.2%	+1.6%	+10.0%	➖ noise
7	duckdb:duckdb	+9.2%	-1.2%	+10.6%	+10.0%	🚨 regression
7	duckdb:vortex-compact	+11.1%	-1.2%	+12.5%	+10.0%	🚨 regression
7	duckdb:vortex-file-compressed	+2.1%	-1.2%	+3.4%	+10.0%	➖ noise
8	datafusion:arrow	+8.2%	+0.3%	+7.9%	+10.0%	➖ noise
8	datafusion:vortex-compact	+2.3%	+0.3%	+2.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+2.0%	+0.3%	+1.7%	+10.0%	➖ noise
8	duckdb:duckdb	+11.7%	+0.3%	+11.4%	+10.0%	🚨 regression
8	duckdb:vortex-compact	+22.9%	+0.3%	+22.5%	+10.0%	🚨 regression
8	duckdb:vortex-file-compressed	+2.3%	+0.3%	+2.0%	+10.0%	➖ noise
9	datafusion:arrow	+7.0%	+0.3%	+6.7%	+10.0%	➖ noise
9	datafusion:vortex-compact	+4.7%	+0.3%	+4.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.6%	+0.3%	-1.9%	+10.0%	➖ noise
9	duckdb:duckdb	+10.3%	+0.3%	+9.9%	+10.0%	➖ noise
9	duckdb:vortex-compact	+10.5%	+0.3%	+10.1%	+10.0%	🚨 regression
9	duckdb:vortex-file-compressed	+1.1%	+0.3%	+0.7%	+10.0%	➖ noise
10	datafusion:arrow	+9.3%	-0.9%	+10.3%	+10.0%	🚨 regression
10	datafusion:vortex-compact	+9.2%	-0.9%	+10.2%	+10.0%	🚨 regression
10	datafusion:vortex-file-compressed	+2.1%	-0.9%	+3.0%	+10.0%	➖ noise
10	duckdb:duckdb	+11.3%	-0.9%	+12.3%	+10.0%	🚨 regression
10	duckdb:vortex-compact	+12.2%	-0.9%	+13.2%	+10.0%	🚨 regression
10	duckdb:vortex-file-compressed	+1.0%	-0.9%	+2.0%	+10.0%	➖ noise
11	datafusion:arrow	+5.9%	-4.9%	+11.4%	+10.8%	🚨 regression
11	datafusion:vortex-compact	+11.2%	-4.9%	+17.0%	+10.0%	🚨 regression
11	datafusion:vortex-file-compressed	+5.8%	-4.9%	+11.3%	+10.0%	🚨 regression
11	duckdb:duckdb	+9.6%	-4.9%	+15.3%	+12.9%	🚨 regression
11	duckdb:vortex-compact	+10.2%	-4.9%	+15.9%	+10.0%	🚨 regression
11	duckdb:vortex-file-compressed	+0.2%	-4.9%	+5.3%	+11.6%	➖ noise
12	datafusion:arrow	+1.1%	-3.0%	+4.3%	+36.6%	➖ noise
12	datafusion:vortex-compact	+7.1%	-3.0%	+10.5%	+10.0%	🚨 regression
12	datafusion:vortex-file-compressed	+1.9%	-3.0%	+5.0%	+10.0%	➖ noise
12	duckdb:duckdb	+9.0%	-3.0%	+12.4%	+10.0%	🚨 regression
12	duckdb:vortex-compact	+8.6%	-3.0%	+12.0%	+10.0%	🚨 regression
12	duckdb:vortex-file-compressed	-1.5%	-3.0%	+1.5%	+10.0%	➖ noise
13	datafusion:arrow	+3.1%	-1.5%	+4.7%	+10.0%	➖ noise
13	datafusion:vortex-compact	+2.6%	-1.5%	+4.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+3.0%	-1.5%	+4.6%	+10.0%	➖ noise
13	duckdb:duckdb	+14.3%	-1.5%	+16.0%	+10.0%	🚨 regression
13	duckdb:vortex-compact	+12.9%	-1.5%	+14.6%	+10.0%	🚨 regression
13	duckdb:vortex-file-compressed	-0.7%	-1.5%	+0.8%	+10.0%	➖ noise
14	datafusion:arrow	+11.1%	+2.2%	+8.6%	+10.0%	➖ noise
14	datafusion:vortex-compact	+0.0%	+2.2%	-2.2%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.7%	+2.2%	-3.9%	+10.0%	➖ noise
14	duckdb:duckdb	+10.5%	+2.2%	+8.1%	+10.0%	➖ noise
14	duckdb:vortex-compact	+11.5%	+2.2%	+9.0%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-3.1%	+2.2%	-5.2%	+10.0%	➖ noise
15	datafusion:arrow	+14.3%	-0.7%	+15.2%	+10.0%	🚨 regression
15	datafusion:vortex-compact	+4.9%	-0.7%	+5.7%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-1.4%	-0.7%	-0.7%	+10.0%	➖ noise
15	duckdb:duckdb	+9.5%	-0.7%	+10.3%	+10.0%	🚨 regression
15	duckdb:vortex-compact	+11.5%	-0.7%	+12.4%	+10.0%	🚨 regression
15	duckdb:vortex-file-compressed	-4.0%	-0.7%	-3.3%	+10.0%	➖ noise
16	datafusion:arrow	+14.4%	-0.2%	+14.6%	+10.0%	🚨 regression
16	datafusion:vortex-compact	+0.2%	-0.2%	+0.4%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.1%	-0.2%	+0.3%	+10.0%	➖ noise
16	duckdb:duckdb	+9.5%	-0.2%	+9.7%	+10.0%	➖ noise
16	duckdb:vortex-compact	+13.6%	-0.2%	+13.8%	+10.0%	🚨 regression
16	duckdb:vortex-file-compressed	-1.9%	-0.2%	-1.7%	+10.0%	➖ noise
17	datafusion:arrow	+16.4%	+0.3%	+16.1%	+10.0%	🚨 regression
17	datafusion:vortex-compact	+1.9%	+0.3%	+1.6%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.5%	+0.3%	+1.2%	+10.0%	➖ noise
17	duckdb:duckdb	+7.2%	+0.3%	+6.9%	+10.0%	➖ noise
17	duckdb:vortex-compact	+12.1%	+0.3%	+11.8%	+10.0%	🚨 regression
17	duckdb:vortex-file-compressed	-4.7%	+0.3%	-4.9%	+10.0%	➖ noise
18	datafusion:arrow	+17.0%	+1.1%	+15.7%	+10.0%	🚨 regression
18	datafusion:vortex-compact	+0.2%	+1.1%	-0.9%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.2%	+1.1%	-1.3%	+10.0%	➖ noise
18	duckdb:duckdb	+8.7%	+1.1%	+7.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	+12.5%	+1.1%	+11.3%	+10.0%	🚨 regression
18	duckdb:vortex-file-compressed	+2.0%	+1.1%	+0.9%	+10.0%	➖ noise
19	datafusion:arrow	+11.2%	+1.5%	+9.6%	+10.0%	➖ noise
19	datafusion:vortex-compact	-2.4%	+1.5%	-3.7%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.3%	+1.5%	-0.1%	+10.0%	➖ noise
19	duckdb:duckdb	+8.1%	+1.5%	+6.6%	+10.0%	➖ noise
19	duckdb:vortex-compact	+8.2%	+1.5%	+6.7%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.5%	+1.5%	-2.9%	+10.0%	➖ noise
20	datafusion:arrow	+13.2%	-2.4%	+16.0%	+10.0%	🚨 regression
20	datafusion:vortex-compact	-2.3%	-2.4%	+0.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+11.3%	-2.4%	+14.1%	+10.0%	🚨 regression
20	duckdb:duckdb	+7.8%	-2.4%	+10.4%	+10.0%	🚨 regression
20	duckdb:vortex-compact	+14.7%	-2.4%	+17.5%	+10.0%	🚨 regression
20	duckdb:vortex-file-compressed	-1.1%	-2.4%	+1.4%	+10.0%	➖ noise
21	datafusion:arrow	+6.8%	+0.4%	+6.4%	+10.0%	➖ noise
21	datafusion:vortex-compact	-1.3%	+0.4%	-1.7%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+3.7%	+0.4%	+3.2%	+10.0%	➖ noise
21	duckdb:duckdb	+12.5%	+0.4%	+12.0%	+10.0%	🚨 regression
21	duckdb:vortex-compact	+15.0%	+0.4%	+14.5%	+10.0%	🚨 regression
21	duckdb:vortex-file-compressed	+0.8%	+0.4%	+0.4%	+10.0%	➖ noise
22	datafusion:arrow	-1.9%	-0.7%	-1.2%	+10.0%	➖ noise
22	datafusion:vortex-compact	-4.4%	-0.7%	-3.6%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-0.5%	-0.7%	+0.2%	+10.0%	➖ noise
22	duckdb:duckdb	+8.5%	-0.7%	+9.3%	+10.0%	➖ noise
22	duckdb:vortex-compact	+8.8%	-0.7%	+9.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+7.0%	-0.7%	+7.8%	+10.0%	➖ noise

[github-actions]

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.0%
Vortex (geomean): 0.979x ➖
Parquet (geomean): 0.979x ➖
Shifts: Parquet (control) -2.1% · Median polish -1.1%

---

datafusion / vortex-file-compressed (0.986x ➖, 0↑ 2↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	247759813	246103664	1.01
tpch_q02/datafusion:vortex-file-compressed	401250506	528605150	0.76
tpch_q03/datafusion:vortex-file-compressed	401264321	430493311	0.93
tpch_q04/datafusion:vortex-file-compressed	259706298	266984669	0.97
tpch_q05/datafusion:vortex-file-compressed	449054305	492181921	0.91
tpch_q06/datafusion:vortex-file-compressed	379201137	347032428	1.09
tpch_q07/datafusion:vortex-file-compressed	410639660	429428459	0.96
tpch_q08/datafusion:vortex-file-compressed	584259720	604120438	0.97
tpch_q09/datafusion:vortex-file-compressed	439185386	395978353	1.11
tpch_q10/datafusion:vortex-file-compressed	560356442	525806380	1.07
tpch_q11/datafusion:vortex-file-compressed	288565013	316236255	0.91
tpch_q12/datafusion:vortex-file-compressed 🚨	618672985	462631580	1.34
tpch_q13/datafusion:vortex-file-compressed	165170789	201198921	0.82
tpch_q14/datafusion:vortex-file-compressed	294282719	316046259	0.93
tpch_q15/datafusion:vortex-file-compressed	503947820	557486305	0.90
tpch_q16/datafusion:vortex-file-compressed	190783870	214113001	0.89
tpch_q17/datafusion:vortex-file-compressed	502261087	474155253	1.06
tpch_q18/datafusion:vortex-file-compressed 🚨	551635407	365586512	1.51
tpch_q19/datafusion:vortex-file-compressed	648788595	518784773	1.25
tpch_q20/datafusion:vortex-file-compressed	474202123	564763647	0.84
tpch_q21/datafusion:vortex-file-compressed	576282314	626885306	0.92
tpch_q22/datafusion:vortex-file-compressed	112228573	135350518	0.83

datafusion / vortex-compact (0.886x ➖, 2↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	254830560	278942191	0.91
tpch_q02/datafusion:vortex-compact	412287734	548002797	0.75
tpch_q03/datafusion:vortex-compact	429351503	377554386	1.14
tpch_q04/datafusion:vortex-compact	275501117	214821687	1.28
tpch_q05/datafusion:vortex-compact	393773137	440131211	0.89
tpch_q06/datafusion:vortex-compact	398533248	430354125	0.93
tpch_q07/datafusion:vortex-compact	437166717	419686424	1.04
tpch_q08/datafusion:vortex-compact	561512589	594401962	0.94
tpch_q09/datafusion:vortex-compact	437613597	434584762	1.01
tpch_q10/datafusion:vortex-compact	417038144	430403799	0.97
tpch_q11/datafusion:vortex-compact	261736225	294970014	0.89
tpch_q12/datafusion:vortex-compact 🚀	386242249	623438584	0.62
tpch_q13/datafusion:vortex-compact	134881687	158190686	0.85
tpch_q14/datafusion:vortex-compact	259515266	350904157	0.74
tpch_q15/datafusion:vortex-compact	456745193	556487152	0.82
tpch_q16/datafusion:vortex-compact	215291225	228502992	0.94
tpch_q17/datafusion:vortex-compact 🚀	375367100	597265340	0.63
tpch_q18/datafusion:vortex-compact	338496299	400892505	0.84
tpch_q19/datafusion:vortex-compact	528851357	507862772	1.04
tpch_q20/datafusion:vortex-compact	443484452	536730474	0.83
tpch_q21/datafusion:vortex-compact	527058014	572954340	0.92
tpch_q22/datafusion:vortex-compact	114854939	147549877	0.78

datafusion / parquet (0.956x ➖, 2↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	230102341	238767553	0.96
tpch_q02/datafusion:parquet	571337925	482222919	1.18
tpch_q03/datafusion:parquet	324001442	384779317	0.84
tpch_q04/datafusion:parquet	179266922	208171221	0.86
tpch_q05/datafusion:parquet 🚀	496746374	733577700	0.68
tpch_q06/datafusion:parquet 🚀	179097349	283409982	0.63
tpch_q07/datafusion:parquet	543082240	742888203	0.73
tpch_q08/datafusion:parquet	698203184	688572428	1.01
tpch_q09/datafusion:parquet	556125252	573810294	0.97
tpch_q10/datafusion:parquet	545190984	545288817	1.00
tpch_q11/datafusion:parquet	339727516	341583097	0.99
tpch_q12/datafusion:parquet	256955569	244828473	1.05
tpch_q13/datafusion:parquet	436999839	438433551	1.00
tpch_q14/datafusion:parquet	182079796	172020441	1.06
tpch_q15/datafusion:parquet	296943787	300558254	0.99
tpch_q16/datafusion:parquet	174650540	180978841	0.97
tpch_q17/datafusion:parquet	420067561	413005091	1.02
tpch_q18/datafusion:parquet	473737317	461076592	1.03
tpch_q19/datafusion:parquet	370651396	393154995	0.94
tpch_q20/datafusion:parquet	383100395	339880096	1.13
tpch_q21/datafusion:parquet	504369191	535292613	0.94
tpch_q22/datafusion:parquet 🚨	156836413	119250227	1.32

duckdb / vortex-file-compressed (1.032x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	269695548	284086430	0.95
tpch_q02/duckdb:vortex-file-compressed	977994638	959609290	1.02
tpch_q03/duckdb:vortex-file-compressed	668686678	624677247	1.07
tpch_q04/duckdb:vortex-file-compressed	451857516	419846599	1.08
tpch_q05/duckdb:vortex-file-compressed	1030164314	931576849	1.11
tpch_q06/duckdb:vortex-file-compressed	406794698	432386639	0.94
tpch_q07/duckdb:vortex-file-compressed	818391063	818676748	1.00
tpch_q08/duckdb:vortex-file-compressed	1060825302	992175846	1.07
tpch_q09/duckdb:vortex-file-compressed	880699510	900453454	0.98
tpch_q10/duckdb:vortex-file-compressed	844582830	784055125	1.08
tpch_q11/duckdb:vortex-file-compressed	507167723	530245107	0.96
tpch_q12/duckdb:vortex-file-compressed	505283573	460275538	1.10
tpch_q13/duckdb:vortex-file-compressed	457550995	460694437	0.99
tpch_q14/duckdb:vortex-file-compressed	450835790	529916294	0.85
tpch_q15/duckdb:vortex-file-compressed	279747048	305403430	0.92
tpch_q16/duckdb:vortex-file-compressed	393866626	403511717	0.98
tpch_q17/duckdb:vortex-file-compressed	794490630	722768181	1.10
tpch_q18/duckdb:vortex-file-compressed	570960696	557067741	1.02
tpch_q19/duckdb:vortex-file-compressed	517893892	418752076	1.24
tpch_q20/duckdb:vortex-file-compressed	862464934	848752510	1.02
tpch_q21/duckdb:vortex-file-compressed	1156272864	1064726100	1.09
tpch_q22/duckdb:vortex-file-compressed	433395400	348285187	1.24

duckdb / vortex-compact (1.021x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	303173628	245055471	1.24
tpch_q02/duckdb:vortex-compact	959516190	927386305	1.03
tpch_q03/duckdb:vortex-compact	628700072	652185635	0.96
tpch_q04/duckdb:vortex-compact	364145983	340682620	1.07
tpch_q05/duckdb:vortex-compact	918815175	1030564406	0.89
tpch_q06/duckdb:vortex-compact	487617571	447593249	1.09
tpch_q07/duckdb:vortex-compact	919598925	815723152	1.13
tpch_q08/duckdb:vortex-compact	1011876877	1013806089	1.00
tpch_q09/duckdb:vortex-compact	923950815	1004843128	0.92
tpch_q10/duckdb:vortex-compact	701689018	731435337	0.96
tpch_q11/duckdb:vortex-compact	523135848	506423152	1.03
tpch_q12/duckdb:vortex-compact	491320347	455327905	1.08
tpch_q13/duckdb:vortex-compact	480657296	435496141	1.10
tpch_q14/duckdb:vortex-compact	472627579	492926193	0.96
tpch_q15/duckdb:vortex-compact	287104002	293157706	0.98
tpch_q16/duckdb:vortex-compact	372204302	381706141	0.98
tpch_q17/duckdb:vortex-compact	581346988	625804933	0.93
tpch_q18/duckdb:vortex-compact	532509581	479846866	1.11
tpch_q19/duckdb:vortex-compact	519359616	448889926	1.16
tpch_q20/duckdb:vortex-compact	750223158	747419876	1.00
tpch_q21/duckdb:vortex-compact	1082812824	1077369594	1.01
tpch_q22/duckdb:vortex-compact	344181042	374688740	0.92

duckdb / parquet (1.003x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	472096225	489101774	0.97
tpch_q02/duckdb:parquet	1278285875	1343114225	0.95
tpch_q03/duckdb:parquet	1013786567	1137937413	0.89
tpch_q04/duckdb:parquet	638134543	705132522	0.90
tpch_q05/duckdb:parquet	1499364839	1621425780	0.92
tpch_q06/duckdb:parquet	419332053	446475322	0.94
tpch_q07/duckdb:parquet	1420381258	1317166265	1.08
tpch_q08/duckdb:parquet	1748299341	1838991184	0.95
tpch_q09/duckdb:parquet	1634765419	1557692671	1.05
tpch_q10/duckdb:parquet	1383592545	1287679950	1.07
tpch_q11/duckdb:parquet	898449307	864854740	1.04
tpch_q12/duckdb:parquet	700616967	735775526	0.95
tpch_q13/duckdb:parquet	997391853	972176148	1.03
tpch_q14/duckdb:parquet	734045588	704164907	1.04
tpch_q15/duckdb:parquet	556555825	512341780	1.09
tpch_q16/duckdb:parquet	680257161	644366251	1.06
tpch_q17/duckdb:parquet	764636082	793032634	0.96
tpch_q18/duckdb:parquet	905983610	917528757	0.99
tpch_q19/duckdb:parquet	802764368	805668931	1.00
tpch_q20/duckdb:parquet	1249665538	1114001299	1.12
tpch_q21/duckdb:parquet	1235811959	1193207937	1.04
tpch_q22/duckdb:parquet	614719964	568572612	1.08

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-8.6%	-3.6%	-5.3%	+82.3%	➖ noise
1	datafusion:vortex-file-compressed	+0.7%	-3.6%	+4.4%	+77.5%	➖ noise
1	duckdb:vortex-compact	+23.7%	-3.6%	+28.3%	+44.3%	➖ noise
1	duckdb:vortex-file-compressed	-5.1%	-3.6%	-1.6%	+69.3%	➖ noise
2	datafusion:vortex-compact	-24.8%	+6.2%	-29.2%	+33.8%	✅ faster
2	datafusion:vortex-file-compressed	-24.1%	+6.2%	-28.5%	+31.7%	✅ faster
2	duckdb:vortex-compact	+3.5%	+6.2%	-2.6%	+30.2%	➖ noise
2	duckdb:vortex-file-compressed	+1.9%	+6.2%	-4.0%	+30.2%	➖ noise
3	datafusion:vortex-compact	+13.7%	-13.4%	+31.3%	+52.9%	➖ noise
3	datafusion:vortex-file-compressed	-6.8%	-13.4%	+7.6%	+48.3%	➖ noise
3	duckdb:vortex-compact	-3.6%	-13.4%	+11.3%	+39.2%	➖ noise
3	duckdb:vortex-file-compressed	+7.0%	-13.4%	+23.6%	+39.0%	➖ noise
4	datafusion:vortex-compact	+28.2%	-11.7%	+45.3%	+34.2%	🚨 regression
4	datafusion:vortex-file-compressed	-2.7%	-11.7%	+10.2%	+50.8%	➖ noise
4	duckdb:vortex-compact	+6.9%	-11.7%	+21.1%	+36.5%	➖ noise
4	duckdb:vortex-file-compressed	+7.6%	-11.7%	+21.9%	+31.9%	➖ noise
5	datafusion:vortex-compact	-10.5%	-20.9%	+13.1%	+30.2%	➖ noise
5	datafusion:vortex-file-compressed	-8.8%	-20.9%	+15.3%	+30.2%	➖ noise
5	duckdb:vortex-compact	-10.8%	-20.9%	+12.7%	+30.2%	➖ noise
5	duckdb:vortex-file-compressed	+10.6%	-20.9%	+39.7%	+30.2%	🚨 regression
6	datafusion:vortex-compact	-7.4%	-23.0%	+20.2%	+37.5%	➖ noise
6	datafusion:vortex-file-compressed	+9.3%	-23.0%	+41.8%	+37.6%	🚨 regression
6	duckdb:vortex-compact	+8.9%	-23.0%	+41.4%	+38.1%	🚨 regression
6	duckdb:vortex-file-compressed	-5.9%	-23.0%	+22.1%	+36.1%	➖ noise
7	datafusion:vortex-compact	+4.2%	-11.2%	+17.3%	+30.2%	➖ noise
7	datafusion:vortex-file-compressed	-4.4%	-11.2%	+7.7%	+30.2%	➖ noise
7	duckdb:vortex-compact	+12.7%	-11.2%	+27.0%	+30.6%	➖ noise
7	duckdb:vortex-file-compressed	-0.0%	-11.2%	+12.6%	+30.2%	➖ noise
8	datafusion:vortex-compact	-5.5%	-1.8%	-3.8%	+30.2%	➖ noise
8	datafusion:vortex-file-compressed	-3.3%	-1.8%	-1.5%	+31.3%	➖ noise
8	duckdb:vortex-compact	-0.2%	-1.8%	+1.7%	+30.2%	➖ noise
8	duckdb:vortex-file-compressed	+6.9%	-1.8%	+8.9%	+30.2%	➖ noise
9	datafusion:vortex-compact	+0.7%	+0.9%	-0.2%	+30.2%	➖ noise
9	datafusion:vortex-file-compressed	+10.9%	+0.9%	+10.0%	+30.2%	➖ noise
9	duckdb:vortex-compact	-8.1%	+0.9%	-8.8%	+30.2%	➖ noise
9	duckdb:vortex-file-compressed	-2.2%	+0.9%	-3.0%	+30.2%	➖ noise
10	datafusion:vortex-compact	-3.1%	+3.6%	-6.5%	+30.2%	➖ noise
10	datafusion:vortex-file-compressed	+6.6%	+3.6%	+2.8%	+30.2%	➖ noise
10	duckdb:vortex-compact	-4.1%	+3.6%	-7.4%	+30.2%	➖ noise
10	duckdb:vortex-file-compressed	+7.7%	+3.6%	+3.9%	+30.2%	➖ noise
11	datafusion:vortex-compact	-11.3%	+1.6%	-12.7%	+30.2%	➖ noise
11	datafusion:vortex-file-compressed	-8.8%	+1.6%	-10.2%	+30.2%	➖ noise
11	duckdb:vortex-compact	+3.3%	+1.6%	+1.6%	+50.9%	➖ noise
11	duckdb:vortex-file-compressed	-4.4%	+1.6%	-5.9%	+30.2%	➖ noise
12	datafusion:vortex-compact	-38.0%	-0.0%	-38.0%	+32.9%	✅ faster
12	datafusion:vortex-file-compressed	+33.7%	-0.0%	+33.8%	+30.2%	🚨 regression
12	duckdb:vortex-compact	+7.9%	-0.0%	+7.9%	+30.2%	➖ noise
12	duckdb:vortex-file-compressed	+9.8%	-0.0%	+9.8%	+30.2%	➖ noise
13	datafusion:vortex-compact	-14.7%	+1.1%	-15.7%	+62.2%	➖ noise
13	datafusion:vortex-file-compressed	-17.9%	+1.1%	-18.8%	+34.2%	➖ noise
13	duckdb:vortex-compact	+10.4%	+1.1%	+9.1%	+30.2%	➖ noise
13	duckdb:vortex-file-compressed	-0.7%	+1.1%	-1.8%	+30.3%	➖ noise
14	datafusion:vortex-compact	-26.0%	+5.0%	-29.6%	+31.9%	✅ faster
14	datafusion:vortex-file-compressed	-6.9%	+5.0%	-11.4%	+30.2%	➖ noise
14	duckdb:vortex-compact	-4.1%	+5.0%	-8.7%	+30.2%	➖ noise
14	duckdb:vortex-file-compressed	-14.9%	+5.0%	-19.0%	+30.2%	➖ noise
15	datafusion:vortex-compact	-17.9%	+3.6%	-20.8%	+30.2%	➖ noise
15	datafusion:vortex-file-compressed	-9.6%	+3.6%	-12.7%	+30.2%	➖ noise
15	duckdb:vortex-compact	-2.1%	+3.6%	-5.5%	+30.2%	➖ noise
15	duckdb:vortex-file-compressed	-8.4%	+3.6%	-11.6%	+33.6%	➖ noise
16	datafusion:vortex-compact	-5.8%	+0.9%	-6.7%	+30.2%	➖ noise
16	datafusion:vortex-file-compressed	-10.9%	+0.9%	-11.7%	+30.2%	➖ noise
16	duckdb:vortex-compact	-2.5%	+0.9%	-3.4%	+30.2%	➖ noise
16	duckdb:vortex-file-compressed	-2.4%	+0.9%	-3.3%	+30.2%	➖ noise
17	datafusion:vortex-compact	-37.2%	-1.0%	-36.5%	+36.5%	✅ faster
17	datafusion:vortex-file-compressed	+5.9%	-1.0%	+7.0%	+30.2%	➖ noise
17	duckdb:vortex-compact	-7.1%	-1.0%	-6.2%	+30.2%	➖ noise
17	duckdb:vortex-file-compressed	+9.9%	-1.0%	+11.0%	+30.2%	➖ noise
18	datafusion:vortex-compact	-15.6%	+0.7%	-16.2%	+30.2%	➖ noise
18	datafusion:vortex-file-compressed	+50.9%	+0.7%	+49.8%	+31.0%	🚨 regression
18	duckdb:vortex-compact	+11.0%	+0.7%	+10.2%	+30.2%	➖ noise
18	duckdb:vortex-file-compressed	+2.5%	+0.7%	+1.8%	+30.2%	➖ noise
19	datafusion:vortex-compact	+4.1%	-3.1%	+7.4%	+30.2%	➖ noise
19	datafusion:vortex-file-compressed	+25.1%	-3.1%	+29.0%	+46.3%	➖ noise
19	duckdb:vortex-compact	+15.7%	-3.1%	+19.4%	+30.2%	➖ noise
19	duckdb:vortex-file-compressed	+23.7%	-3.1%	+27.6%	+30.2%	➖ noise
20	datafusion:vortex-compact	-17.4%	+12.4%	-26.5%	+30.2%	✅ faster
20	datafusion:vortex-file-compressed	-16.0%	+12.4%	-25.3%	+30.2%	✅ faster
20	duckdb:vortex-compact	+0.4%	+12.4%	-10.7%	+30.2%	➖ noise
20	duckdb:vortex-file-compressed	+1.6%	+12.4%	-9.6%	+30.2%	➖ noise
21	datafusion:vortex-compact	-8.0%	-1.2%	-6.9%	+30.2%	➖ noise
21	datafusion:vortex-file-compressed	-8.1%	-1.2%	-6.9%	+30.2%	➖ noise
21	duckdb:vortex-compact	+0.5%	-1.2%	+1.7%	+30.2%	➖ noise
21	duckdb:vortex-file-compressed	+8.6%	-1.2%	+9.9%	+30.2%	➖ noise
22	datafusion:vortex-compact	-22.2%	+19.2%	-34.7%	+46.2%	✅ faster
22	datafusion:vortex-file-compressed	-17.1%	+19.2%	-30.5%	+49.7%	➖ noise
22	duckdb:vortex-compact	-8.1%	+19.2%	-23.0%	+30.2%	➖ noise
22	duckdb:vortex-file-compressed	+24.4%	+19.2%	+4.4%	+30.2%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.1%
Vortex (geomean): 1.008x ➖
Parquet (geomean): 1.029x ➖
Shifts: Parquet (control) +2.9% · Median polish +1.0%

---

datafusion / vortex-file-compressed (1.041x ➖, 0↑ 7↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1691906	1691439	1.00
clickbench_q01/datafusion:vortex-file-compressed	19805251	18397553	1.08
clickbench_q02/datafusion:vortex-file-compressed	38382030	37738293	1.02
clickbench_q03/datafusion:vortex-file-compressed	45482892	41740447	1.09
clickbench_q04/datafusion:vortex-file-compressed	307435761	288267578	1.07
clickbench_q05/datafusion:vortex-file-compressed	293955691	302412367	0.97
clickbench_q06/datafusion:vortex-file-compressed	1659027	1659446	1.00
clickbench_q07/datafusion:vortex-file-compressed 🚨	27215851	22226930	1.22
clickbench_q08/datafusion:vortex-file-compressed	362717663	349438731	1.04
clickbench_q09/datafusion:vortex-file-compressed	567555970	555796121	1.02
clickbench_q10/datafusion:vortex-file-compressed	74018155	71072122	1.04
clickbench_q11/datafusion:vortex-file-compressed	84693038	86404320	0.98
clickbench_q12/datafusion:vortex-file-compressed	266745567	263278603	1.01
clickbench_q13/datafusion:vortex-file-compressed	421591474	404084903	1.04
clickbench_q14/datafusion:vortex-file-compressed	258606047	252000789	1.03
clickbench_q15/datafusion:vortex-file-compressed	344552953	328628962	1.05
clickbench_q16/datafusion:vortex-file-compressed	673817770	639311881	1.05
clickbench_q17/datafusion:vortex-file-compressed	666651847	624721036	1.07
clickbench_q18/datafusion:vortex-file-compressed	1364410137	1336987875	1.02
clickbench_q19/datafusion:vortex-file-compressed	30519311	30890440	0.99
clickbench_q20/datafusion:vortex-file-compressed	336060217	344934794	0.97
clickbench_q21/datafusion:vortex-file-compressed	404251310	368941500	1.10
clickbench_q22/datafusion:vortex-file-compressed 🚨	497090653	434457193	1.14
clickbench_q23/datafusion:vortex-file-compressed 🚨	765534342	659473144	1.16
clickbench_q24/datafusion:vortex-file-compressed	45831946	46554155	0.98
clickbench_q25/datafusion:vortex-file-compressed 🚨	79513707	70473726	1.13
clickbench_q26/datafusion:vortex-file-compressed	46501587	46657106	1.00
clickbench_q27/datafusion:vortex-file-compressed	728017908	733613423	0.99
clickbench_q28/datafusion:vortex-file-compressed	7185504023	6829620834	1.05
clickbench_q29/datafusion:vortex-file-compressed	247741419	243057239	1.02
clickbench_q30/datafusion:vortex-file-compressed 🚨	267082118	231335580	1.15
clickbench_q31/datafusion:vortex-file-compressed 🚨	302141150	273763995	1.10
clickbench_q32/datafusion:vortex-file-compressed 🚨	1344553561	1193248636	1.13
clickbench_q33/datafusion:vortex-file-compressed	1459839260	1328743315	1.10
clickbench_q34/datafusion:vortex-file-compressed	1314252705	1290103513	1.02
clickbench_q35/datafusion:vortex-file-compressed	472531170	461829772	1.02
clickbench_q36/datafusion:vortex-file-compressed	69972750	71850073	0.97
clickbench_q37/datafusion:vortex-file-compressed	35094578	35366670	0.99
clickbench_q38/datafusion:vortex-file-compressed	18581099	20056258	0.93
clickbench_q39/datafusion:vortex-file-compressed	139215034	129659645	1.07
clickbench_q40/datafusion:vortex-file-compressed	15976481	16191319	0.99
clickbench_q41/datafusion:vortex-file-compressed	15111964	15150875	1.00
clickbench_q42/datafusion:vortex-file-compressed	17371631	17083320	1.02

datafusion / parquet (1.039x ➖, 0↑ 2↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1553982	1725851	0.90
clickbench_q01/datafusion:parquet	18456761	18611153	0.99
clickbench_q02/datafusion:parquet	45904632	48294833	0.95
clickbench_q03/datafusion:parquet	37656538	37307243	1.01
clickbench_q04/datafusion:parquet	319443842	301404487	1.06
clickbench_q05/datafusion:parquet	363478993	353069050	1.03
clickbench_q06/datafusion:parquet	1591861	1572560	1.01
clickbench_q07/datafusion:parquet	22429012	22087549	1.02
clickbench_q08/datafusion:parquet	393632571	370658523	1.06
clickbench_q09/datafusion:parquet	671921410	640374445	1.05
clickbench_q10/datafusion:parquet	120781625	110256663	1.10
clickbench_q11/datafusion:parquet	147473671	138485077	1.06
clickbench_q12/datafusion:parquet	364775359	352843280	1.03
clickbench_q13/datafusion:parquet	533703368	491556780	1.09
clickbench_q14/datafusion:parquet	375852497	342867859	1.10
clickbench_q15/datafusion:parquet 🚨	380095232	345079160	1.10
clickbench_q16/datafusion:parquet	725462051	668440276	1.09
clickbench_q17/datafusion:parquet	688737599	651721798	1.06
clickbench_q18/datafusion:parquet	1398724344	1305887594	1.07
clickbench_q19/datafusion:parquet	28701171	30098530	0.95
clickbench_q20/datafusion:parquet	635176485	615918337	1.03
clickbench_q21/datafusion:parquet	698277001	659479832	1.06
clickbench_q22/datafusion:parquet	1040568617	977963258	1.06
clickbench_q23/datafusion:parquet	4006950656	3781663564	1.06
clickbench_q24/datafusion:parquet	89181259	86347089	1.03
clickbench_q25/datafusion:parquet	145316859	139837868	1.04
clickbench_q26/datafusion:parquet	87769744	83637796	1.05
clickbench_q27/datafusion:parquet	1072785465	1054816172	1.02
clickbench_q28/datafusion:parquet	6901989371	6768605832	1.02
clickbench_q29/datafusion:parquet	235075711	239662660	0.98
clickbench_q30/datafusion:parquet	333826824	327976025	1.02
clickbench_q31/datafusion:parquet	381742118	364837929	1.05
clickbench_q32/datafusion:parquet 🚨	1284378546	1164203981	1.10
clickbench_q33/datafusion:parquet	1531330440	1495733830	1.02
clickbench_q34/datafusion:parquet	1503387058	1474286636	1.02
clickbench_q35/datafusion:parquet	502797700	466812621	1.08
clickbench_q36/datafusion:parquet	145530141	139522053	1.04
clickbench_q37/datafusion:parquet	58588792	56684594	1.03
clickbench_q38/datafusion:parquet	89350838	86330560	1.03
clickbench_q39/datafusion:parquet	271044619	254966455	1.06
clickbench_q40/datafusion:parquet	31246002	29774211	1.05
clickbench_q41/datafusion:parquet	28897612	26362644	1.10
clickbench_q42/datafusion:parquet	30175733	29469477	1.02

duckdb / vortex-file-compressed (0.976x ➖, 7↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6108626	5851223	1.04
clickbench_q01/duckdb:vortex-file-compressed	12504633	13124784	0.95
clickbench_q02/duckdb:vortex-file-compressed	25759386	25499477	1.01
clickbench_q03/duckdb:vortex-file-compressed	30440049	29896567	1.02
clickbench_q04/duckdb:vortex-file-compressed	177961608	181541024	0.98
clickbench_q05/duckdb:vortex-file-compressed	175234755	175813882	1.00
clickbench_q06/duckdb:vortex-file-compressed	20240312	19977422	1.01
clickbench_q07/duckdb:vortex-file-compressed 🚀	14546979	16313525	0.89
clickbench_q08/duckdb:vortex-file-compressed	260824494	256462363	1.02
clickbench_q09/duckdb:vortex-file-compressed	348495349	334140128	1.04
clickbench_q10/duckdb:vortex-file-compressed	67836181	68609982	0.99
clickbench_q11/duckdb:vortex-file-compressed	78848709	77187627	1.02
clickbench_q12/duckdb:vortex-file-compressed	210006002	203102160	1.03
clickbench_q13/duckdb:vortex-file-compressed	411081008	394724582	1.04
clickbench_q14/duckdb:vortex-file-compressed	242386049	225536745	1.07
clickbench_q15/duckdb:vortex-file-compressed	252386251	243100581	1.04
clickbench_q16/duckdb:vortex-file-compressed	596131178	577716667	1.03
clickbench_q17/duckdb:vortex-file-compressed	480950583	470324716	1.02
clickbench_q18/duckdb:vortex-file-compressed	1001424415	985900779	1.02
clickbench_q19/duckdb:vortex-file-compressed	20446240	20811541	0.98
clickbench_q20/duckdb:vortex-file-compressed	325013236	322117969	1.01
clickbench_q21/duckdb:vortex-file-compressed	361818288	361227588	1.00
clickbench_q22/duckdb:vortex-file-compressed	478556496	492615833	0.97
clickbench_q23/duckdb:vortex-file-compressed	410453204	373430292	1.10
clickbench_q24/duckdb:vortex-file-compressed	37482251	37178320	1.01
clickbench_q25/duckdb:vortex-file-compressed	69566896	75571533	0.92
clickbench_q26/duckdb:vortex-file-compressed	49194172	48942917	1.01
clickbench_q27/duckdb:vortex-file-compressed	462065335	459432580	1.01
clickbench_q28/duckdb:vortex-file-compressed	2976335073	2975787995	1.00
clickbench_q29/duckdb:vortex-file-compressed	28792053	28238992	1.02
clickbench_q30/duckdb:vortex-file-compressed	185079123	183427153	1.01
clickbench_q31/duckdb:vortex-file-compressed	284564304	278883503	1.02
clickbench_q32/duckdb:vortex-file-compressed	1185919831	1125975339	1.05
clickbench_q33/duckdb:vortex-file-compressed	1166400144	1126363941	1.04
clickbench_q34/duckdb:vortex-file-compressed	1272519081	1206781169	1.05
clickbench_q35/duckdb:vortex-file-compressed	383921286	376089095	1.02
clickbench_q36/duckdb:vortex-file-compressed 🚀	25150713	30536636	0.82
clickbench_q37/duckdb:vortex-file-compressed 🚀	16643387	22420230	0.74
clickbench_q38/duckdb:vortex-file-compressed 🚀	18963744	24184580	0.78
clickbench_q39/duckdb:vortex-file-compressed	38634815	40861310	0.95
clickbench_q40/duckdb:vortex-file-compressed 🚀	17374896	21633198	0.80
clickbench_q41/duckdb:vortex-file-compressed 🚀	16841965	20817041	0.81
clickbench_q42/duckdb:vortex-file-compressed 🚀	18190205	22862514	0.80

duckdb / parquet (1.019x ➖, 0↑ 2↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	26869413	25666372	1.05
clickbench_q01/duckdb:parquet	27401221	26574061	1.03
clickbench_q02/duckdb:parquet	48428892	48880877	0.99
clickbench_q03/duckdb:parquet	39402269	37834098	1.04
clickbench_q04/duckdb:parquet	207092487	202833615	1.02
clickbench_q05/duckdb:parquet	265646990	262678616	1.01
clickbench_q06/duckdb:parquet	46388942	46295693	1.00
clickbench_q07/duckdb:parquet	29847853	29111810	1.03
clickbench_q08/duckdb:parquet	270541289	266854762	1.01
clickbench_q09/duckdb:parquet	406458484	399894343	1.02
clickbench_q10/duckdb:parquet	82259111	80872709	1.02
clickbench_q11/duckdb:parquet	99439807	97809391	1.02
clickbench_q12/duckdb:parquet	295015067	292391930	1.01
clickbench_q13/duckdb:parquet	516485569	489382630	1.06
clickbench_q14/duckdb:parquet	327214173	326222924	1.00
clickbench_q15/duckdb:parquet	262892805	262898800	1.00
clickbench_q16/duckdb:parquet	654110471	638638258	1.02
clickbench_q17/duckdb:parquet	555705397	539479516	1.03
clickbench_q18/duckdb:parquet	1095920893	1077825090	1.02
clickbench_q19/duckdb:parquet	26175091	26221274	1.00
clickbench_q20/duckdb:parquet	428751314	424529755	1.01
clickbench_q21/duckdb:parquet	548844497	546730408	1.00
clickbench_q22/duckdb:parquet	935847561	935752100	1.00
clickbench_q23/duckdb:parquet	325375471	303157771	1.07
clickbench_q24/duckdb:parquet	70516564	68804578	1.02
clickbench_q25/duckdb:parquet	158544048	158077629	1.00
clickbench_q26/duckdb:parquet	49458330	50739945	0.97
clickbench_q27/duckdb:parquet	649816507	650673392	1.00
clickbench_q28/duckdb:parquet	4839508642	4824149140	1.00
clickbench_q29/duckdb:parquet	41150309	41195890	1.00
clickbench_q30/duckdb:parquet	300734409	300737507	1.00
clickbench_q31/duckdb:parquet	366556050	361496138	1.01
clickbench_q32/duckdb:parquet	1202951651	1136231219	1.06
clickbench_q33/duckdb:parquet	1217607664	1191578555	1.02
clickbench_q34/duckdb:parquet	1337570155	1255939165	1.06
clickbench_q35/duckdb:parquet	366714540	363559826	1.01
clickbench_q36/duckdb:parquet	45095196	48664089	0.93
clickbench_q37/duckdb:parquet	30897574	31855180	0.97
clickbench_q38/duckdb:parquet	33216797	33803810	0.98
clickbench_q39/duckdb:parquet 🚨	88696905	75446544	1.18
clickbench_q40/duckdb:parquet 🚨	19136804	17372735	1.10
clickbench_q41/duckdb:parquet	18784562	17619367	1.07
clickbench_q42/duckdb:parquet	20990391	21372029	0.98

duckdb / duckdb (1.006x ➖, 0↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	19021556	18916875	1.01
clickbench_q01/duckdb:duckdb	34923344	33744184	1.03
clickbench_q02/duckdb:duckdb	46138680	45105369	1.02
clickbench_q03/duckdb:duckdb	48782214	47255500	1.03
clickbench_q04/duckdb:duckdb	189775473	188765322	1.01
clickbench_q05/duckdb:duckdb	265842045	265128108	1.00
clickbench_q06/duckdb:duckdb 🚨	37183099	28625700	1.30
clickbench_q07/duckdb:duckdb	37338095	36859025	1.01
clickbench_q08/duckdb:duckdb	252009714	247883744	1.02
clickbench_q09/duckdb:duckdb	367166610	364028174	1.01
clickbench_q10/duckdb:duckdb	99284547	98525440	1.01
clickbench_q11/duckdb:duckdb	109423063	108457846	1.01
clickbench_q12/duckdb:duckdb	238209439	235335502	1.01
clickbench_q13/duckdb:duckdb	450499486	468983253	0.96
clickbench_q14/duckdb:duckdb	274313033	272985161	1.00
clickbench_q15/duckdb:duckdb	218960734	222051104	0.99
clickbench_q16/duckdb:duckdb	616846719	620093073	0.99
clickbench_q17/duckdb:duckdb	536827347	532961643	1.01
clickbench_q18/duckdb:duckdb	1156717591	1177362773	0.98
clickbench_q19/duckdb:duckdb	35992100	35961540	1.00
clickbench_q20/duckdb:duckdb	859525476	855505967	1.00
clickbench_q21/duckdb:duckdb	882348528	901540716	0.98
clickbench_q22/duckdb:duckdb	1044487879	1159201837	0.90
clickbench_q23/duckdb:duckdb	266576717	257573029	1.03
clickbench_q24/duckdb:duckdb	62989849	62461438	1.01
clickbench_q25/duckdb:duckdb	140812801	144029742	0.98
clickbench_q26/duckdb:duckdb	60758990	60894111	1.00
clickbench_q27/duckdb:duckdb	909669387	898859068	1.01
clickbench_q28/duckdb:duckdb	4690154916	4592509037	1.02
clickbench_q29/duckdb:duckdb	49128846	49726780	0.99
clickbench_q30/duckdb:duckdb	257771879	260522007	0.99
clickbench_q31/duckdb:duckdb	400151438	403537714	0.99
clickbench_q32/duckdb:duckdb	1429930392	1523758209	0.94
clickbench_q33/duckdb:duckdb	1942664341	1856738068	1.05
clickbench_q34/duckdb:duckdb	1988641585	1931616136	1.03
clickbench_q35/duckdb:duckdb	286599206	280143364	1.02
clickbench_q36/duckdb:duckdb	42063491	41585994	1.01
clickbench_q37/duckdb:duckdb	31737651	30483892	1.04
clickbench_q38/duckdb:duckdb	31728261	33529757	0.95
clickbench_q39/duckdb:duckdb	68841780	67475106	1.02
clickbench_q40/duckdb:duckdb	32087798	33262116	0.96
clickbench_q41/duckdb:duckdb	31693745	31843522	1.00
clickbench_q42/duckdb:duckdb	32618443	33038427	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+0.0%	-2.9%	+3.0%	+778.4%	➖ noise
0	duckdb:duckdb	+0.6%	-2.9%	+3.6%	+285.7%	➖ noise
0	duckdb:vortex-file-compressed	+4.4%	-2.9%	+7.5%	+473.4%	➖ noise
1	datafusion:vortex-file-compressed	+7.7%	+1.1%	+6.5%	+27.0%	➖ noise
1	duckdb:duckdb	+3.5%	+1.1%	+2.3%	+57.2%	➖ noise
1	duckdb:vortex-file-compressed	-4.7%	+1.1%	-5.8%	+26.1%	➖ noise
2	datafusion:vortex-file-compressed	+1.7%	-3.0%	+4.8%	+10.7%	➖ noise
2	duckdb:duckdb	+2.3%	-3.0%	+5.4%	+19.4%	➖ noise
2	duckdb:vortex-file-compressed	+1.0%	-3.0%	+4.1%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+9.0%	+2.5%	+6.3%	+139.3%	➖ noise
3	duckdb:duckdb	+3.2%	+2.5%	+0.7%	+36.2%	➖ noise
3	duckdb:vortex-file-compressed	+1.8%	+2.5%	-0.7%	+40.9%	➖ noise
4	datafusion:vortex-file-compressed	+6.6%	+4.0%	+2.5%	+10.0%	➖ noise
4	duckdb:duckdb	+0.5%	+4.0%	-3.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.0%	+4.0%	-5.8%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.8%	+2.0%	-4.7%	+10.0%	➖ noise
5	duckdb:duckdb	+0.3%	+2.0%	-1.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.3%	+2.0%	-2.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.0%	+0.7%	-0.7%	+39.5%	➖ noise
6	duckdb:duckdb	+29.9%	+0.7%	+29.0%	+29.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.3%	+0.7%	+0.6%	+20.5%	➖ noise
7	datafusion:vortex-file-compressed	+22.4%	+2.0%	+20.0%	+12.0%	🚨 regression
7	duckdb:duckdb	+1.3%	+2.0%	-0.7%	+10.7%	➖ noise
7	duckdb:vortex-file-compressed	-10.8%	+2.0%	-12.6%	+10.0%	✅ faster
8	datafusion:vortex-file-compressed	+3.8%	+3.8%	+0.0%	+10.0%	➖ noise
8	duckdb:duckdb	+1.7%	+3.8%	-2.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+1.7%	+3.8%	-2.0%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.1%	+3.3%	-1.1%	+10.0%	➖ noise
9	duckdb:duckdb	+0.9%	+3.3%	-2.3%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+4.3%	+3.3%	+1.0%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+4.1%	+5.6%	-1.3%	+10.0%	➖ noise
10	duckdb:duckdb	+0.8%	+5.6%	-4.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.1%	+5.6%	-6.3%	+10.9%	➖ noise
11	datafusion:vortex-file-compressed	-2.0%	+4.1%	-5.8%	+10.0%	➖ noise
11	duckdb:duckdb	+0.9%	+4.1%	-3.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.2%	+4.1%	-1.8%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+1.3%	+2.1%	-0.8%	+10.0%	➖ noise
12	duckdb:duckdb	+1.2%	+2.1%	-0.9%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+3.4%	+2.1%	+1.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+4.3%	+7.0%	-2.5%	+10.0%	➖ noise
13	duckdb:duckdb	-3.9%	+7.0%	-10.3%	+10.0%	✅ faster
13	duckdb:vortex-file-compressed	+4.1%	+7.0%	-2.7%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+2.6%	+4.9%	-2.1%	+10.0%	➖ noise
14	duckdb:duckdb	+0.5%	+4.9%	-4.2%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+7.5%	+4.9%	+2.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+4.8%	+4.9%	-0.1%	+10.0%	➖ noise
15	duckdb:duckdb	-1.4%	+4.9%	-6.0%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+3.8%	+4.9%	-1.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+5.4%	+5.4%	-0.0%	+10.0%	➖ noise
16	duckdb:duckdb	-0.5%	+5.4%	-5.6%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+3.2%	+5.4%	-2.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+6.7%	+4.3%	+2.3%	+10.0%	➖ noise
17	duckdb:duckdb	+0.7%	+4.3%	-3.5%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+2.3%	+4.3%	-2.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+2.1%	+4.4%	-2.2%	+10.0%	➖ noise
18	duckdb:duckdb	-1.8%	+4.4%	-5.9%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.6%	+4.4%	-2.7%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-1.2%	-2.4%	+1.3%	+24.9%	➖ noise
19	duckdb:duckdb	+0.1%	-2.4%	+2.6%	+19.5%	➖ noise
19	duckdb:vortex-file-compressed	-1.8%	-2.4%	+0.7%	+19.2%	➖ noise
20	datafusion:vortex-file-compressed	-2.6%	+2.1%	-4.5%	+209.1%	➖ noise
20	duckdb:duckdb	+0.5%	+2.1%	-1.6%	+29.5%	➖ noise
20	duckdb:vortex-file-compressed	+0.9%	+2.1%	-1.1%	+52.2%	➖ noise
21	datafusion:vortex-file-compressed	+9.6%	+3.1%	+6.3%	+10.0%	➖ noise
21	duckdb:duckdb	-2.1%	+3.1%	-5.1%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.2%	+3.1%	-2.8%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+14.4%	+3.2%	+10.9%	+13.4%	➖ noise
22	duckdb:duckdb	-9.9%	+3.2%	-12.7%	+14.2%	✅ faster
22	duckdb:vortex-file-compressed	-2.9%	+3.2%	-5.8%	+12.5%	➖ noise
23	datafusion:vortex-file-compressed	+16.1%	+6.6%	+8.9%	+40.9%	➖ noise
23	duckdb:duckdb	+3.5%	+6.6%	-2.9%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+9.9%	+6.6%	+3.1%	+10.1%	➖ noise
24	datafusion:vortex-file-compressed	-1.6%	+2.9%	-4.3%	+11.0%	➖ noise
24	duckdb:duckdb	+0.8%	+2.9%	-2.0%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+0.8%	+2.9%	-2.0%	+23.4%	➖ noise
25	datafusion:vortex-file-compressed	+12.8%	+2.1%	+10.5%	+10.0%	🚨 regression
25	duckdb:duckdb	-2.2%	+2.1%	-4.2%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-7.9%	+2.1%	-9.8%	+10.1%	✅ faster
26	datafusion:vortex-file-compressed	-0.3%	+1.1%	-1.5%	+10.6%	➖ noise
26	duckdb:duckdb	-0.2%	+1.1%	-1.3%	+13.8%	➖ noise
26	duckdb:vortex-file-compressed	+0.5%	+1.1%	-0.6%	+19.1%	➖ noise
27	datafusion:vortex-file-compressed	-0.8%	+0.8%	-1.5%	+10.0%	➖ noise
27	duckdb:duckdb	+1.2%	+0.8%	+0.4%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+0.6%	+0.8%	-0.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+5.2%	+1.1%	+4.0%	+10.0%	➖ noise
28	duckdb:duckdb	+2.1%	+1.1%	+1.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.0%	+1.1%	-1.1%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+1.9%	-1.0%	+3.0%	+10.0%	➖ noise
29	duckdb:duckdb	-1.2%	-1.0%	-0.2%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+2.0%	-1.0%	+3.0%	+10.8%	➖ noise
30	datafusion:vortex-file-compressed	+15.5%	+0.9%	+14.4%	+10.0%	🚨 regression
30	duckdb:duckdb	-1.1%	+0.9%	-1.9%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.9%	+0.9%	+0.0%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+10.4%	+3.0%	+7.1%	+10.0%	➖ noise
31	duckdb:duckdb	-0.8%	+3.0%	-3.7%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+2.0%	+3.0%	-0.9%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+12.7%	+8.1%	+4.3%	+10.0%	➖ noise
32	duckdb:duckdb	-6.2%	+8.1%	-13.2%	+10.0%	✅ faster
32	duckdb:vortex-file-compressed	+5.3%	+8.1%	-2.5%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+9.9%	+2.3%	+7.4%	+10.0%	➖ noise
33	duckdb:duckdb	+4.6%	+2.3%	+2.3%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+3.6%	+2.3%	+1.2%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+1.9%	+4.2%	-2.2%	+10.0%	➖ noise
34	duckdb:duckdb	+3.0%	+4.2%	-1.2%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+5.4%	+4.2%	+1.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+2.3%	+4.2%	-1.8%	+10.0%	➖ noise
35	duckdb:duckdb	+2.3%	+4.2%	-1.8%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+2.1%	+4.2%	-2.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-2.6%	-1.7%	-0.9%	+11.7%	➖ noise
36	duckdb:duckdb	+1.1%	-1.7%	+2.9%	+16.0%	➖ noise
36	duckdb:vortex-file-compressed	-17.6%	-1.7%	-16.2%	+14.6%	✅ faster
37	datafusion:vortex-file-compressed	-0.8%	+0.1%	-0.9%	+10.0%	➖ noise
37	duckdb:duckdb	+4.1%	+0.1%	+4.0%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-25.8%	+0.1%	-25.9%	+10.0%	✅ faster
38	datafusion:vortex-file-compressed	-7.4%	+0.8%	-8.1%	+10.0%	➖ noise
38	duckdb:duckdb	-5.4%	+0.8%	-6.2%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-21.6%	+0.8%	-22.2%	+12.0%	✅ faster
39	datafusion:vortex-file-compressed	+7.4%	+11.8%	-4.0%	+10.0%	➖ noise
39	duckdb:duckdb	+2.0%	+11.8%	-8.7%	+18.8%	➖ noise
39	duckdb:vortex-file-compressed	-5.4%	+11.8%	-15.4%	+15.1%	✅ faster
40	datafusion:vortex-file-compressed	-1.3%	+7.5%	-8.2%	+11.2%	➖ noise
40	duckdb:duckdb	-3.5%	+7.5%	-10.3%	+10.1%	✅ faster
40	duckdb:vortex-file-compressed	-19.7%	+7.5%	-25.3%	+16.3%	✅ faster
41	datafusion:vortex-file-compressed	-0.3%	+8.1%	-7.7%	+10.0%	➖ noise
41	duckdb:duckdb	-0.5%	+8.1%	-7.9%	+13.6%	➖ noise
41	duckdb:vortex-file-compressed	-19.1%	+8.1%	-25.2%	+10.0%	✅ faster
42	datafusion:vortex-file-compressed	+1.7%	+0.3%	+1.4%	+10.0%	➖ noise
42	duckdb:duckdb	-1.3%	+0.3%	-1.6%	+11.4%	➖ noise
42	duckdb:vortex-file-compressed	-20.4%	+0.3%	-20.7%	+12.7%	✅ faster

[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=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +6.1%
Vortex (geomean): 1.031x ➖
Parquet (geomean): 0.971x ➖
Shifts: Parquet (control) -2.9% · Median polish +1.4%

---

datafusion / vortex-file-compressed (1.069x ➖, 0↑ 3↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	681947903	692270240	0.99
tpch_q02/datafusion:vortex-file-compressed	757516648	821023726	0.92
tpch_q03/datafusion:vortex-file-compressed	926757572	814823121	1.14
tpch_q04/datafusion:vortex-file-compressed	625495522	646863363	0.97
tpch_q05/datafusion:vortex-file-compressed	1065385292	979882895	1.09
tpch_q06/datafusion:vortex-file-compressed 🚨	849809196	651147279	1.31
tpch_q07/datafusion:vortex-file-compressed	1310620816	1028268802	1.27
tpch_q08/datafusion:vortex-file-compressed	1264992724	1150561350	1.10
tpch_q09/datafusion:vortex-file-compressed	1313271561	1280505432	1.03
tpch_q10/datafusion:vortex-file-compressed 🚨	1370625907	993767339	1.38
tpch_q11/datafusion:vortex-file-compressed 🚨	668411224	473684423	1.41
tpch_q12/datafusion:vortex-file-compressed	1060512324	1120184014	0.95
tpch_q13/datafusion:vortex-file-compressed	449501254	441416570	1.02
tpch_q14/datafusion:vortex-file-compressed	635571185	680761588	0.93
tpch_q15/datafusion:vortex-file-compressed	1127323299	1217153945	0.93
tpch_q16/datafusion:vortex-file-compressed	460156711	378584188	1.22
tpch_q17/datafusion:vortex-file-compressed	1209276020	1233867987	0.98
tpch_q18/datafusion:vortex-file-compressed	1305959793	1268515848	1.03
tpch_q19/datafusion:vortex-file-compressed	817805533	811899915	1.01
tpch_q20/datafusion:vortex-file-compressed	991661781	945205678	1.05
tpch_q21/datafusion:vortex-file-compressed	1657532031	1607536626	1.03
tpch_q22/datafusion:vortex-file-compressed	354671127	361074498	0.98

datafusion / vortex-compact (1.033x ➖, 0↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	715780038	760216161	0.94
tpch_q02/datafusion:vortex-compact	620940341	692095231	0.90
tpch_q03/datafusion:vortex-compact	730390862	799793244	0.91
tpch_q04/datafusion:vortex-compact	609673258	546977867	1.11
tpch_q05/datafusion:vortex-compact	977628844	845024475	1.16
tpch_q06/datafusion:vortex-compact	645601211	579538117	1.11
tpch_q07/datafusion:vortex-compact	986859265	975748472	1.01
tpch_q08/datafusion:vortex-compact 🚨	1366206242	1048926524	1.30
tpch_q09/datafusion:vortex-compact	1389201317	1155494603	1.20
tpch_q10/datafusion:vortex-compact	1013262430	1104680815	0.92
tpch_q11/datafusion:vortex-compact	426871832	471995630	0.90
tpch_q12/datafusion:vortex-compact	823496288	800985909	1.03
tpch_q13/datafusion:vortex-compact	443618485	390724583	1.14
tpch_q14/datafusion:vortex-compact	573822344	575380089	1.00
tpch_q15/datafusion:vortex-compact	1057456689	1053222165	1.00
tpch_q16/datafusion:vortex-compact	365539651	346459097	1.06
tpch_q17/datafusion:vortex-compact	1132092792	1177442153	0.96
tpch_q18/datafusion:vortex-compact	1093614975	1075749034	1.02
tpch_q19/datafusion:vortex-compact	988557996	796142713	1.24
tpch_q20/datafusion:vortex-compact	1001951267	1018604853	0.98
tpch_q21/datafusion:vortex-compact	1415664769	1529864767	0.93
tpch_q22/datafusion:vortex-compact	396932024	385350094	1.03

datafusion / parquet (0.910x ➖, 2↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	672836331	650338407	1.03
tpch_q02/datafusion:parquet	811105676	715593942	1.13
tpch_q03/datafusion:parquet	919993863	1028060195	0.89
tpch_q04/datafusion:parquet	425159949	505572396	0.84
tpch_q05/datafusion:parquet	1151145470	1186713484	0.97
tpch_q06/datafusion:parquet	534849420	557861478	0.96
tpch_q07/datafusion:parquet	1309392166	1353175081	0.97
tpch_q08/datafusion:parquet	1626718511	1682707332	0.97
tpch_q09/datafusion:parquet	1855562764	1789545886	1.04
tpch_q10/datafusion:parquet	1939738290	1999205134	0.97
tpch_q11/datafusion:parquet	600002776	557120943	1.08
tpch_q12/datafusion:parquet	630450763	741035870	0.85
tpch_q13/datafusion:parquet	683703564	868245458	0.79
tpch_q14/datafusion:parquet	797291763	963428374	0.83
tpch_q15/datafusion:parquet	1198533886	1291959679	0.93
tpch_q16/datafusion:parquet 🚀	369508220	619681597	0.60
tpch_q17/datafusion:parquet	1390568770	1501020187	0.93
tpch_q18/datafusion:parquet	1581657132	1520655374	1.04
tpch_q19/datafusion:parquet	1004670315	984328650	1.02
tpch_q20/datafusion:parquet	1342765837	1120940081	1.20
tpch_q21/datafusion:parquet	2064747567	2525184786	0.82
tpch_q22/datafusion:parquet 🚀	722911332	1428588201	0.51

duckdb / vortex-file-compressed (0.988x ➖, 0↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	630107937	663890293	0.95
tpch_q02/duckdb:vortex-file-compressed	1253303368	1143809120	1.10
tpch_q03/duckdb:vortex-file-compressed	953544815	898622171	1.06
tpch_q04/duckdb:vortex-file-compressed	644207309	660214264	0.98
tpch_q05/duckdb:vortex-file-compressed	1072762637	1098332943	0.98
tpch_q06/duckdb:vortex-file-compressed	807639096	767823292	1.05
tpch_q07/duckdb:vortex-file-compressed	1309021435	1212004077	1.08
tpch_q08/duckdb:vortex-file-compressed	1375355083	1388232668	0.99
tpch_q09/duckdb:vortex-file-compressed	1422900407	1473293101	0.97
tpch_q10/duckdb:vortex-file-compressed	1144013183	1175644480	0.97
tpch_q11/duckdb:vortex-file-compressed	654690148	614741453	1.06
tpch_q12/duckdb:vortex-file-compressed	696388875	732455994	0.95
tpch_q13/duckdb:vortex-file-compressed	931162692	940912926	0.99
tpch_q14/duckdb:vortex-file-compressed	847547841	835210443	1.01
tpch_q15/duckdb:vortex-file-compressed	530194204	550257916	0.96
tpch_q16/duckdb:vortex-file-compressed	514028300	498763979	1.03
tpch_q17/duckdb:vortex-file-compressed	942967148	976822057	0.97
tpch_q18/duckdb:vortex-file-compressed	883718162	829017528	1.07
tpch_q19/duckdb:vortex-file-compressed	740874359	748058557	0.99
tpch_q20/duckdb:vortex-file-compressed	1139687936	1354097403	0.84
tpch_q21/duckdb:vortex-file-compressed	1878631327	2001094690	0.94
tpch_q22/duckdb:vortex-file-compressed	606931039	713246643	0.85

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

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	573676147	594686735	0.96
tpch_q02/duckdb:vortex-compact	1097339739	1126155077	0.97
tpch_q03/duckdb:vortex-compact	802149701	735531899	1.09
tpch_q04/duckdb:vortex-compact	534924913	511859110	1.05
tpch_q05/duckdb:vortex-compact	1043778736	999946354	1.04
tpch_q06/duckdb:vortex-compact	748094998	729813720	1.03
tpch_q07/duckdb:vortex-compact	1088896945	1133109284	0.96
tpch_q08/duckdb:vortex-compact	1405555278	1364489062	1.03
tpch_q09/duckdb:vortex-compact	1369775794	1333767906	1.03
tpch_q10/duckdb:vortex-compact	1043959453	1098160284	0.95
tpch_q11/duckdb:vortex-compact	770368889	685943646	1.12
tpch_q12/duckdb:vortex-compact 🚨	894464970	686193973	1.30
tpch_q13/duckdb:vortex-compact	856914311	872022267	0.98
tpch_q14/duckdb:vortex-compact	904465700	817945784	1.11
tpch_q15/duckdb:vortex-compact	550566998	524397186	1.05
tpch_q16/duckdb:vortex-compact	498141899	458373664	1.09
tpch_q17/duckdb:vortex-compact	901307252	894585656	1.01
tpch_q18/duckdb:vortex-compact	734266277	750778795	0.98
tpch_q19/duckdb:vortex-compact	730038722	755199138	0.97
tpch_q20/duckdb:vortex-compact	1197557749	1123130571	1.07
tpch_q21/duckdb:vortex-compact	1767467104	1639504945	1.08
tpch_q22/duckdb:vortex-compact	606293014	638712348	0.95

duckdb / parquet (1.038x ➖, 0↑ 1↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	792124454	815279012	0.97
tpch_q02/duckdb:parquet	1505621019	1536915164	0.98
tpch_q03/duckdb:parquet	1667301620	1658711785	1.01
tpch_q04/duckdb:parquet 🚨	1258698103	963895572	1.31
tpch_q05/duckdb:parquet	2231738731	2207096672	1.01
tpch_q06/duckdb:parquet	781562560	761868735	1.03
tpch_q07/duckdb:parquet	1909849014	1748031769	1.09
tpch_q08/duckdb:parquet	2603272036	2483530414	1.05
tpch_q09/duckdb:parquet	2568016723	2352421474	1.09
tpch_q10/duckdb:parquet	3145754055	2975600590	1.06
tpch_q11/duckdb:parquet	1176222990	1095166528	1.07
tpch_q12/duckdb:parquet	1114131753	1174543521	0.95
tpch_q13/duckdb:parquet	1315674634	1222069459	1.08
tpch_q14/duckdb:parquet	1232217350	1192317698	1.03
tpch_q15/duckdb:parquet	842678190	923160906	0.91
tpch_q16/duckdb:parquet	931672052	853540621	1.09
tpch_q17/duckdb:parquet	1332976072	1265154498	1.05
tpch_q18/duckdb:parquet	1356117235	1277656491	1.06
tpch_q19/duckdb:parquet	1468654209	1462710833	1.00
tpch_q20/duckdb:parquet	1873046757	1718302816	1.09
tpch_q21/duckdb:parquet	1849075401	1844748699	1.00
tpch_q22/duckdb:parquet	1044454024	1100163831	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-5.8%	+0.3%	-6.1%	+50.3%	➖ noise
1	datafusion:vortex-file-compressed	-1.5%	+0.3%	-1.7%	+50.0%	➖ noise
1	duckdb:vortex-compact	-3.5%	+0.3%	-3.8%	+38.9%	➖ noise
1	duckdb:vortex-file-compressed	-5.1%	+0.3%	-5.3%	+33.7%	➖ noise
2	datafusion:vortex-compact	-10.3%	+5.4%	-14.9%	+45.4%	➖ noise
2	datafusion:vortex-file-compressed	-7.7%	+5.4%	-12.4%	+36.5%	➖ noise
2	duckdb:vortex-compact	-2.6%	+5.4%	-7.5%	+31.8%	➖ noise
2	duckdb:vortex-file-compressed	+9.6%	+5.4%	+4.0%	+31.8%	➖ noise
3	datafusion:vortex-compact	-8.7%	-5.2%	-3.7%	+47.2%	➖ noise
3	datafusion:vortex-file-compressed	+13.7%	-5.2%	+19.9%	+47.7%	➖ noise
3	duckdb:vortex-compact	+9.1%	-5.2%	+15.0%	+37.0%	➖ noise
3	duckdb:vortex-file-compressed	+6.1%	-5.2%	+11.9%	+39.3%	➖ noise
4	datafusion:vortex-compact	+11.5%	+4.8%	+6.4%	+31.8%	➖ noise
4	datafusion:vortex-file-compressed	-3.3%	+4.8%	-7.7%	+31.8%	➖ noise
4	duckdb:vortex-compact	+4.5%	+4.8%	-0.3%	+33.3%	➖ noise
4	duckdb:vortex-file-compressed	-2.4%	+4.8%	-6.9%	+31.8%	➖ noise
5	datafusion:vortex-compact	+15.7%	-1.0%	+16.8%	+31.8%	➖ noise
5	datafusion:vortex-file-compressed	+8.7%	-1.0%	+9.8%	+31.8%	➖ noise
5	duckdb:vortex-compact	+4.4%	-1.0%	+5.4%	+31.8%	➖ noise
5	duckdb:vortex-file-compressed	-2.3%	-1.0%	-1.4%	+31.8%	➖ noise
6	datafusion:vortex-compact	+11.4%	-0.8%	+12.3%	+43.5%	➖ noise
6	datafusion:vortex-file-compressed	+30.5%	-0.8%	+31.6%	+47.0%	➖ noise
6	duckdb:vortex-compact	+2.5%	-0.8%	+3.4%	+42.7%	➖ noise
6	duckdb:vortex-file-compressed	+5.2%	-0.8%	+6.1%	+43.0%	➖ noise
7	datafusion:vortex-compact	+1.1%	+2.8%	-1.6%	+31.8%	➖ noise
7	datafusion:vortex-file-compressed	+27.5%	+2.8%	+24.0%	+31.8%	➖ noise
7	duckdb:vortex-compact	-3.9%	+2.8%	-6.5%	+31.8%	➖ noise
7	duckdb:vortex-file-compressed	+8.0%	+2.8%	+5.0%	+31.8%	➖ noise
8	datafusion:vortex-compact	+30.2%	+0.7%	+29.4%	+31.8%	➖ noise
8	datafusion:vortex-file-compressed	+9.9%	+0.7%	+9.2%	+31.8%	➖ noise
8	duckdb:vortex-compact	+3.0%	+0.7%	+2.3%	+31.8%	➖ noise
8	duckdb:vortex-file-compressed	-0.9%	+0.7%	-1.6%	+31.8%	➖ noise
9	datafusion:vortex-compact	+20.2%	+6.4%	+13.0%	+31.8%	➖ noise
9	datafusion:vortex-file-compressed	+2.6%	+6.4%	-3.6%	+31.8%	➖ noise
9	duckdb:vortex-compact	+2.7%	+6.4%	-3.5%	+31.8%	➖ noise
9	duckdb:vortex-file-compressed	-3.4%	+6.4%	-9.2%	+31.8%	➖ noise
10	datafusion:vortex-compact	-8.3%	+1.3%	-9.4%	+31.8%	➖ noise
10	datafusion:vortex-file-compressed	+37.9%	+1.3%	+36.2%	+31.8%	🚨 regression
10	duckdb:vortex-compact	-4.9%	+1.3%	-6.1%	+31.8%	➖ noise
10	duckdb:vortex-file-compressed	-2.7%	+1.3%	-3.9%	+31.8%	➖ noise
11	datafusion:vortex-compact	-9.6%	+7.5%	-15.9%	+31.8%	➖ noise
11	datafusion:vortex-file-compressed	+41.1%	+7.5%	+31.2%	+31.8%	➖ noise
11	duckdb:vortex-compact	+12.3%	+7.5%	+4.4%	+33.0%	➖ noise
11	duckdb:vortex-file-compressed	+6.5%	+7.5%	-1.0%	+31.8%	➖ noise
12	datafusion:vortex-compact	+2.8%	-10.2%	+14.4%	+31.8%	➖ noise
12	datafusion:vortex-file-compressed	-5.3%	-10.2%	+5.4%	+31.8%	➖ noise
12	duckdb:vortex-compact	+30.4%	-10.2%	+45.1%	+31.8%	🚨 regression
12	duckdb:vortex-file-compressed	-4.9%	-10.2%	+5.8%	+31.8%	➖ noise
13	datafusion:vortex-compact	+13.5%	-7.9%	+23.3%	+31.8%	➖ noise
13	datafusion:vortex-file-compressed	+1.8%	-7.9%	+10.6%	+31.8%	➖ noise
13	duckdb:vortex-compact	-1.7%	-7.9%	+6.7%	+38.7%	➖ noise
13	duckdb:vortex-file-compressed	-1.0%	-7.9%	+7.5%	+40.3%	➖ noise
14	datafusion:vortex-compact	-0.3%	-7.5%	+7.8%	+31.8%	➖ noise
14	datafusion:vortex-file-compressed	-6.6%	-7.5%	+1.0%	+31.8%	➖ noise
14	duckdb:vortex-compact	+10.6%	-7.5%	+19.6%	+31.8%	➖ noise
14	duckdb:vortex-file-compressed	+1.5%	-7.5%	+9.7%	+31.8%	➖ noise
15	datafusion:vortex-compact	+0.4%	-8.0%	+9.1%	+31.8%	➖ noise
15	datafusion:vortex-file-compressed	-7.4%	-8.0%	+0.6%	+32.4%	➖ noise
15	duckdb:vortex-compact	+5.0%	-8.0%	+14.1%	+31.8%	➖ noise
15	duckdb:vortex-file-compressed	-3.6%	-8.0%	+4.7%	+31.8%	➖ noise
16	datafusion:vortex-compact	+5.5%	-19.3%	+30.8%	+31.8%	➖ noise
16	datafusion:vortex-file-compressed	+21.5%	-19.3%	+50.7%	+36.6%	🚨 regression
16	duckdb:vortex-compact	+8.7%	-19.3%	+34.7%	+31.8%	🚨 regression
16	duckdb:vortex-file-compressed	+3.1%	-19.3%	+27.7%	+31.8%	➖ noise
17	datafusion:vortex-compact	-3.9%	-1.2%	-2.7%	+31.8%	➖ noise
17	datafusion:vortex-file-compressed	-2.0%	-1.2%	-0.8%	+31.8%	➖ noise
17	duckdb:vortex-compact	+0.8%	-1.2%	+2.0%	+31.8%	➖ noise
17	duckdb:vortex-file-compressed	-3.5%	-1.2%	-2.3%	+31.8%	➖ noise
18	datafusion:vortex-compact	+1.7%	+5.1%	-3.2%	+31.8%	➖ noise
18	datafusion:vortex-file-compressed	+3.0%	+5.1%	-2.0%	+31.8%	➖ noise
18	duckdb:vortex-compact	-2.2%	+5.1%	-6.9%	+31.8%	➖ noise
18	duckdb:vortex-file-compressed	+6.6%	+5.1%	+1.5%	+31.8%	➖ noise
19	datafusion:vortex-compact	+24.2%	+1.2%	+22.7%	+31.8%	➖ noise
19	datafusion:vortex-file-compressed	+0.7%	+1.2%	-0.5%	+31.8%	➖ noise
19	duckdb:vortex-compact	-3.3%	+1.2%	-4.5%	+31.8%	➖ noise
19	duckdb:vortex-file-compressed	-1.0%	+1.2%	-2.2%	+31.8%	➖ noise
20	datafusion:vortex-compact	-1.6%	+14.3%	-13.9%	+31.8%	➖ noise
20	datafusion:vortex-file-compressed	+4.9%	+14.3%	-8.2%	+31.8%	➖ noise
20	duckdb:vortex-compact	+6.6%	+14.3%	-6.7%	+31.8%	➖ noise
20	duckdb:vortex-file-compressed	-15.8%	+14.3%	-26.3%	+31.8%	✅ faster
21	datafusion:vortex-compact	-7.5%	-9.5%	+2.2%	+40.0%	➖ noise
21	datafusion:vortex-file-compressed	+3.1%	-9.5%	+13.9%	+31.8%	➖ noise
21	duckdb:vortex-compact	+7.8%	-9.5%	+19.1%	+34.1%	➖ noise
21	duckdb:vortex-file-compressed	-6.1%	-9.5%	+3.7%	+31.8%	➖ noise
22	datafusion:vortex-compact	+3.0%	-30.7%	+48.6%	+31.8%	🚨 regression
22	datafusion:vortex-file-compressed	-1.8%	-30.7%	+41.7%	+44.5%	➖ noise
22	duckdb:vortex-compact	-5.1%	-30.7%	+37.0%	+31.8%	🚨 regression
22	duckdb:vortex-file-compressed	-14.9%	-30.7%	+22.8%	+36.4%	➖ noise

[github-actions]

Benchmarks: Compression

Vortex (geomean): 0.989x ➖
Parquet (geomean): 0.994x ➖

---

unknown / unknown (0.993x ➖, 3↑ 4↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
compress time/Arade	1103071936	1137343802	0.97
compress time/Bimbo	6486538947	6775498143	0.96
compress time/CMSprovider	2739007382	2866542853	0.96
compress time/Euro2016	430510021	427508020	1.01
compress time/Food	398052735	391483888	1.02
compress time/HashTags	846143965	804093551	1.05
compress time/TPC-H l_comment canonical	1218405165	1318415749	0.92
compress time/TPC-H l_comment chunked	1280866483	1294312643	0.99
compress time/taxi	707520257	720629231	0.98
compress time/wide table cols=100 chunks=1 rows=1000	10858605	11409942	0.95
compress time/wide table cols=100 chunks=50 rows=1000	12603356	11820394	1.07
compress time/wide table cols=1000 chunks=1 rows=1000	128563918	123747620	1.04
compress time/wide table cols=1000 chunks=50 rows=1000	128664281	127953732	1.01
compress time/wide table cols=10000 chunks=1 rows=1000	1367132557	1404136481	0.97
compress time/wide table cols=10000 chunks=50 rows=1000	1395689742	1402297048	1.00
decompress time/Arade	25742916	25769824	1.00
decompress time/Bimbo	77313465	78751979	0.98
decompress time/CMSprovider	80217287	75593715	1.06
decompress time/Euro2016 🚨	19522862	17142814	1.14
decompress time/Food	8075779	7672877	1.05
decompress time/HashTags	68275924	71480460	0.96
decompress time/TPC-H l_comment canonical	38030755	39511040	0.96
decompress time/TPC-H l_comment chunked	38611577	39134929	0.99
decompress time/taxi	14595633	15964391	0.91
decompress time/wide table cols=100 chunks=1 rows=1000	2231400	2474074	0.90
decompress time/wide table cols=100 chunks=50 rows=1000	2413734	2418682	1.00
decompress time/wide table cols=1000 chunks=1 rows=1000	21959262	22912171	0.96
decompress time/wide table cols=1000 chunks=50 rows=1000	21337212	23612365	0.90
decompress time/wide table cols=10000 chunks=1 rows=1000	241372561	257929752	0.94
decompress time/wide table cols=10000 chunks=50 rows=1000	230036408	252048571	0.91
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	3043643117	2894426532	1.05
parquet_rs-zstd compress time/Bimbo	16214160859	15003428803	1.08
parquet_rs-zstd compress time/CMSprovider	7458474698	7368598934	1.01
parquet_rs-zstd compress time/Euro2016	1384926911	1342795582	1.03
parquet_rs-zstd compress time/Food	913760541	875607570	1.04
parquet_rs-zstd compress time/HashTags	2496695487	2281496315	1.09
parquet_rs-zstd compress time/TPC-H l_comment canonical	3088288056	3126661596	0.99
parquet_rs-zstd compress time/TPC-H l_comment chunked	3104521711	3073816842	1.01
parquet_rs-zstd compress time/taxi	1412265743	1349130129	1.05
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6805444	6687968	1.02
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6823334	6523125	1.05
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	85020573	80654192	1.05
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	85264864	80327690	1.06
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	904445757	843604276	1.07
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	905345986	887045761	1.02
parquet_rs-zstd decompress time/Arade	593911873	640335893	0.93
parquet_rs-zstd decompress time/Bimbo	1640534305	1692360410	0.97
parquet_rs-zstd decompress time/CMSprovider 🚀	1699006534	1922072053	0.88
parquet_rs-zstd decompress time/Euro2016	368412090	383239465	0.96
parquet_rs-zstd decompress time/Food	197246190	216707006	0.91
parquet_rs-zstd decompress time/HashTags	666632040	623932281	1.07
parquet_rs-zstd decompress time/TPC-H l_comment canonical	547069220	555973178	0.98
parquet_rs-zstd decompress time/TPC-H l_comment chunked	550623160	558742164	0.99
parquet_rs-zstd decompress time/taxi	238161090	243143063	0.98
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2711672	2739792	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2672300	2721236	0.98
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	31085883	31587850	0.98
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	31484882	32334009	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	332779336	336710502	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	337562237	346429118	0.97
vortex-file-compressed size/Arade	145363796	145363796	1.00
vortex-file-compressed size/Bimbo	468763332	468763332	1.00
vortex-file-compressed size/CMSprovider	417907812	417907812	1.00
vortex-file-compressed size/Euro2016	163395292	163497796	1.00
vortex-file-compressed size/Food	41926936	41926936	1.00
vortex-file-compressed size/HashTags	195647828	195647828	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087360	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087360	1.00
vortex-file-compressed size/taxi	52363948	52363948	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957648	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	0.92
vortex:parquet-zstd ratio compress time/Bimbo 🚀	0	0	0.89
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.94
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.98
vortex:parquet-zstd ratio compress time/Food	0	0	0.97
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.96
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	0.94
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.98
vortex:parquet-zstd ratio compress time/taxi	0	0	0.94
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	0.94
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.95
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.91
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	0.98
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.08
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.01
vortex:parquet-zstd ratio decompress time/CMSprovider 🚨	0	0	1.20
vortex:parquet-zstd ratio decompress time/Euro2016 🚨	0	0	1.18
vortex:parquet-zstd ratio decompress time/Food 🚨	0	0	1.16
vortex:parquet-zstd ratio decompress time/HashTags 🚀	0	0	0.89
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	0.98
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.00
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.93
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	0.91
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.02
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	0.97
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	0.93
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	0.95
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	0.94
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: Random Access

Vortex (geomean): 0.907x ➖
Parquet (geomean): 0.989x ➖

---

unknown / unknown (0.942x ➖, 9↑ 0↓)

name	PR d75de6d (ns)	base deb7de0 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2079476	2967960	0.70
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer 🚀	1237383	1399105	0.88
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8261708873	8385242905	0.99
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8421227108	8440279863	1.00
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7389135	7976757	0.93
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	6971986	7612352	0.92
random-access/feature-vectors/uniform/lance-tokio-local-disk	5682113	5692018	1.00
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6221561	6404058	0.97
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8319293027	8439051354	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8255847816	8450040452	0.98
random-access/feature-vectors/uniform/vortex-tokio-local-disk	12763238	13597852	0.94
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12487152	13360770	0.93
random-access/lance-tokio-local-disk	701520	746889	0.94
random-access/lance-tokio-local-disk-footer	1183660	1242764	0.95
random-access/nested-lists/correlated/lance-tokio-local-disk 🚀	214580	248207	0.86
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	589777	624490	0.94
random-access/nested-lists/correlated/parquet-tokio-local-disk	131920798	130899800	1.01
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	130431474	130608206	1.00
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚀	552522	622370	0.89
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	567711	587420	0.97
random-access/nested-lists/uniform/lance-tokio-local-disk	1037598	1080723	0.96
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1423616	1470330	0.97
random-access/nested-lists/uniform/parquet-tokio-local-disk	130311764	130639342	1.00
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	130675301	132238290	0.99
random-access/nested-lists/uniform/vortex-tokio-local-disk	2027608	2136079	0.95
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2015692	2135336	0.94
random-access/nested-structs/correlated/lance-tokio-local-disk	352760	390546	0.90
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	528378	583859	0.90
random-access/nested-structs/correlated/parquet-tokio-local-disk	24962346	26569841	0.94
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	25322915	25990513	0.97
random-access/nested-structs/correlated/vortex-tokio-local-disk	706018	775339	0.91
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	707339	768123	0.92
random-access/nested-structs/uniform/lance-tokio-local-disk	2615618	2686334	0.97
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2820016	2903937	0.97
random-access/nested-structs/uniform/parquet-tokio-local-disk	25993258	26054044	1.00
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	26197059	26672849	0.98
random-access/nested-structs/uniform/vortex-tokio-local-disk	1585644	1649376	0.96
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1585581	1616942	0.98
random-access/parquet-tokio-local-disk	176820124	178146446	0.99
random-access/parquet-tokio-local-disk-footer	177988873	178528711	1.00
random-access/taxi/correlated/lance-tokio-local-disk	886591	927460	0.96
random-access/taxi/correlated/lance-tokio-local-disk-footer	1473022	1545545	0.95
random-access/taxi/correlated/parquet-tokio-local-disk	265032569	268450401	0.99
random-access/taxi/correlated/parquet-tokio-local-disk-footer	266435221	268178630	0.99
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1469943	1862721	0.79
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1635712	1882033	0.87
random-access/taxi/uniform/lance-tokio-local-disk	9465359	9675229	0.98
random-access/taxi/uniform/lance-tokio-local-disk-footer	10034982	10284935	0.98
random-access/taxi/uniform/parquet-tokio-local-disk	280255560	282933834	0.99
random-access/taxi/uniform/parquet-tokio-local-disk-footer	279243724	278464032	1.00
random-access/taxi/uniform/vortex-tokio-local-disk	4287828	4760781	0.90
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4254978	4731980	0.90
random-access/vortex-tokio-local-disk 🚀	1088944	1311520	0.83
random-access/vortex-tokio-local-disk-footer 🚀	1114220	1336365	0.83