allow make view inline

[joseph-isaacs]

..

[codspeed-hq]

Merging this PR will degrade performance by 23.81%

⚡ 2 improved benchmarks
❌ 25 regressed benchmarks
✅ 1136 untouched benchmarks
⏩ 1457 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	Simulation	chunked_constant_utf8_append_to_builder[("hi", 1000, 10)]	105.7 µs	90.2 µs	+17.27%
⚡	Simulation	chunked_constant_utf8_append_to_builder[("hello world!!", 1000, 10)]	108.3 µs	92.8 µs	+16.78%
❌	Simulation	take_search[(0.005, 0.05)]	132 µs	168.7 µs	-21.73%
❌	Simulation	take_search[(0.005, 0.1)]	247.7 µs	320.8 µs	-22.78%
❌	Simulation	take_search[(0.005, 1.0)]	2.3 ms	3.1 ms	-23.81%
❌	Simulation	take_search[(0.01, 0.05)]	143.1 µs	179.7 µs	-20.4%
❌	Simulation	take_search[(0.005, 0.5)]	1.2 ms	1.5 ms	-23.68%
❌	Simulation	take_search[(0.01, 0.5)]	1.3 ms	1.6 ms	-22.22%
❌	Simulation	take_search[(0.1, 0.05)]	212.8 µs	249.5 µs	-14.7%
❌	Simulation	take_search[(0.01, 1.0)]	2.5 ms	3.3 ms	-22.34%
❌	Simulation	take_search[(0.1, 0.1)]	386.1 µs	459.2 µs	-15.92%
❌	Simulation	take_search_chunked[(0.01, 0.05)]	182.8 µs	213.9 µs	-14.53%
❌	Simulation	take_search[(0.01, 0.1)]	268.5 µs	341.6 µs	-21.39%
❌	Simulation	take_search[(0.1, 0.5)]	1.8 ms	2.2 ms	-16.94%
❌	Simulation	take_search_chunked[(0.005, 1.0)]	3.1 ms	3.7 ms	-16.78%
❌	Simulation	take_search_chunked[(0.005, 0.05)]	169.9 µs	201 µs	-15.46%
❌	Simulation	take_search_chunked[(0.005, 0.5)]	1.5 ms	1.9 ms	-16.7%
❌	Simulation	take_search_chunked[(0.01, 0.5)]	1.7 ms	2 ms	-15.69%
❌	Simulation	take_search_chunked[(0.01, 0.1)]	346.7 µs	408.8 µs	-15.17%
❌	Simulation	take_search[(0.1, 1.0)]	3.5 ms	4.3 ms	-17.1%
...	...	...	...	...	...

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

---

_{Comparing ji/inline-make-views (44f3660) with develop (ce52b71)}

Footnotes

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

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	6b83bac		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.962x ➖

---

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

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	127635551	132852167	0.96
polarsignals_q01/datafusion:vortex-file-compressed	381703023	406489678	0.94
polarsignals_q02/datafusion:vortex-file-compressed	23765702	25573933	0.93
polarsignals_q03/datafusion:vortex-file-compressed	391682606	395740934	0.99
polarsignals_q04/datafusion:vortex-file-compressed	11785409	12320026	0.96
polarsignals_q05/datafusion:vortex-file-compressed	16388691	17585476	0.93
polarsignals_q06/datafusion:vortex-file-compressed	19977617	20147105	0.99
polarsignals_q07/datafusion:vortex-file-compressed	14832912	14626050	1.01
polarsignals_q08/datafusion:vortex-file-compressed	470652227	493968511	0.95
polarsignals_q09/datafusion:vortex-file-compressed	11131653	11594641	0.96

[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: +7.6%
Vortex (geomean): 0.962x ➖
Parquet (geomean): 0.894x ✅
Shifts: Parquet (control) -10.6% · Median polish -6.2%

---

datafusion / vortex-file-compressed (0.920x ➖, 3↑ 1↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	5675151	5037988	1.13
fineweb_q01/datafusion:vortex-file-compressed 🚀	27238864	30678846	0.89
fineweb_q02/datafusion:vortex-file-compressed	28792116	30554849	0.94
fineweb_q03/datafusion:vortex-file-compressed 🚀	85809095	106483154	0.81
fineweb_q04/datafusion:vortex-file-compressed	265068583	272659892	0.97
fineweb_q05/datafusion:vortex-file-compressed	231784991	255779823	0.91
fineweb_q06/datafusion:vortex-file-compressed 🚀	66739327	82352540	0.81
fineweb_q07/datafusion:vortex-file-compressed	71738198	76398805	0.94
fineweb_q08/datafusion:vortex-file-compressed	26238370	28319908	0.93

datafusion / vortex-compact (0.942x ➖, 3↑ 0↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5426884	5520106	0.98
fineweb_q01/datafusion:vortex-compact	164981000	168746604	0.98
fineweb_q02/datafusion:vortex-compact	164632515	176134653	0.93
fineweb_q03/datafusion:vortex-compact	1489153992	1542082107	0.97
fineweb_q04/datafusion:vortex-compact	1600104594	1723947288	0.93
fineweb_q05/datafusion:vortex-compact 🚀	1254166636	1399975884	0.90
fineweb_q06/datafusion:vortex-compact 🚀	706701192	826111458	0.86
fineweb_q07/datafusion:vortex-compact 🚀	746269764	833383890	0.90
fineweb_q08/datafusion:vortex-compact	24114764	22819142	1.06

datafusion / parquet (0.890x ✅, 5↑ 0↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	6750831	8039235	0.84
fineweb_q01/datafusion:parquet 🚀	295890408	344542917	0.86
fineweb_q02/datafusion:parquet 🚀	292127874	340379097	0.86
fineweb_q03/datafusion:parquet	305545143	327440641	0.93
fineweb_q04/datafusion:parquet 🚀	309825481	347352362	0.89
fineweb_q05/datafusion:parquet 🚀	308179013	348245532	0.88
fineweb_q06/datafusion:parquet	296868829	324139679	0.92
fineweb_q07/datafusion:parquet	292918163	317881158	0.92
fineweb_q08/datafusion:parquet	290373790	320410293	0.91

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

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3795507	3637554	1.04
fineweb_q01/duckdb:vortex-file-compressed	30155296	27701232	1.09
fineweb_q02/duckdb:vortex-file-compressed	29362557	29162434	1.01
fineweb_q03/duckdb:vortex-file-compressed	172947568	157742447	1.10
fineweb_q04/duckdb:vortex-file-compressed	238423144	232745789	1.02
fineweb_q05/duckdb:vortex-file-compressed	223218551	227538190	0.98
fineweb_q06/duckdb:vortex-file-compressed	67896532	73496177	0.92
fineweb_q07/duckdb:vortex-file-compressed	73540405	71086582	1.03
fineweb_q08/duckdb:vortex-file-compressed	26725890	26616171	1.00

duckdb / vortex-compact (0.969x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4538790	4592488	0.99
fineweb_q01/duckdb:vortex-compact	109449360	104192779	1.05
fineweb_q02/duckdb:vortex-compact	115413168	120412563	0.96
fineweb_q03/duckdb:vortex-compact	875046411	920164946	0.95
fineweb_q04/duckdb:vortex-compact	917584807	965897348	0.95
fineweb_q05/duckdb:vortex-compact	825874985	862251430	0.96
fineweb_q06/duckdb:vortex-compact	474146718	498851363	0.95
fineweb_q07/duckdb:vortex-compact	487800451	525849917	0.93
fineweb_q08/duckdb:vortex-compact	23626836	23872612	0.99

duckdb / parquet (0.899x ✅, 5↑ 0↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	30396042	32794298	0.93
fineweb_q01/duckdb:parquet	86306889	94549451	0.91
fineweb_q02/duckdb:parquet	88900169	94247585	0.94
fineweb_q03/duckdb:parquet 🚀	316487782	357463959	0.89
fineweb_q04/duckdb:parquet 🚀	445229677	507992792	0.88
fineweb_q05/duckdb:parquet 🚀	416288306	481015146	0.87
fineweb_q06/duckdb:parquet 🚀	202556189	233852380	0.87
fineweb_q07/duckdb:parquet 🚀	213521635	240485495	0.89
fineweb_q08/duckdb:parquet	35330919	37816269	0.93

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-1.7%	-11.8%	+11.4%	+43.4%	➖ noise
0	datafusion:vortex-file-compressed	+12.6%	-11.8%	+27.7%	+71.9%	➖ noise
0	duckdb:vortex-compact	-1.2%	-11.8%	+12.0%	+36.0%	➖ noise
0	duckdb:vortex-file-compressed	+4.3%	-11.8%	+18.3%	+46.4%	➖ noise
1	datafusion:vortex-compact	-2.2%	-11.5%	+10.4%	+10.0%	🚨 regression
1	datafusion:vortex-file-compressed	-11.2%	-11.5%	+0.3%	+16.6%	➖ noise
1	duckdb:vortex-compact	+5.0%	-11.5%	+18.6%	+14.3%	🚨 regression
1	duckdb:vortex-file-compressed	+8.9%	-11.5%	+22.9%	+35.9%	➖ noise
2	datafusion:vortex-compact	-6.5%	-10.0%	+3.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-5.8%	-10.0%	+4.7%	+14.1%	➖ noise
2	duckdb:vortex-compact	-4.2%	-10.0%	+6.5%	+13.9%	➖ noise
2	duckdb:vortex-file-compressed	+0.7%	-10.0%	+11.9%	+13.3%	➖ noise
3	datafusion:vortex-compact	-3.4%	-9.1%	+6.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-19.4%	-9.1%	-11.3%	+25.9%	➖ noise
3	duckdb:vortex-compact	-4.9%	-9.1%	+4.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+9.6%	-9.1%	+20.6%	+23.5%	➖ noise
4	datafusion:vortex-compact	-7.2%	-11.6%	+5.0%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.8%	-11.6%	+10.0%	+10.1%	➖ noise
4	duckdb:vortex-compact	-5.0%	-11.6%	+7.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.4%	-11.6%	+15.9%	+10.0%	🚨 regression
5	datafusion:vortex-compact	-10.4%	-12.5%	+2.4%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-9.4%	-12.5%	+3.5%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.2%	-12.5%	+9.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.9%	-12.5%	+12.1%	+10.0%	🚨 regression
6	datafusion:vortex-compact	-14.5%	-10.9%	-4.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-19.0%	-10.9%	-9.0%	+15.0%	➖ noise
6	duckdb:vortex-compact	-5.0%	-10.9%	+6.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-7.6%	-10.9%	+3.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	-10.5%	-9.5%	-1.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.1%	-9.5%	+3.8%	+13.8%	➖ noise
7	duckdb:vortex-compact	-7.2%	-9.5%	+2.6%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+3.5%	-9.5%	+14.4%	+12.1%	🚨 regression
8	datafusion:vortex-compact	+5.7%	-8.0%	+14.8%	+28.2%	➖ noise
8	datafusion:vortex-file-compressed	-7.4%	-8.0%	+0.7%	+39.1%	➖ noise
8	duckdb:vortex-compact	-1.0%	-8.0%	+7.6%	+21.9%	➖ noise
8	duckdb:vortex-file-compressed	+0.4%	-8.0%	+9.1%	+17.7%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.5%
Vortex (geomean): 1.097x ➖
Parquet (geomean): 1.057x ➖
Shifts: Parquet (control) +5.7% · Median polish +7.7%

---

datafusion / vortex-file-compressed (1.082x ➖, 0↑ 6↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	55061258	48297881	1.14
tpch_q02/datafusion:vortex-file-compressed	34911156	32775522	1.07
tpch_q03/datafusion:vortex-file-compressed	29332851	26914520	1.09
tpch_q04/datafusion:vortex-file-compressed	20251011	18982062	1.07
tpch_q05/datafusion:vortex-file-compressed	57933893	53277020	1.09
tpch_q06/datafusion:vortex-file-compressed	11178107	10717083	1.04
tpch_q07/datafusion:vortex-file-compressed	68449623	64233283	1.07
tpch_q08/datafusion:vortex-file-compressed	47843255	44631762	1.07
tpch_q09/datafusion:vortex-file-compressed	61134565	56788753	1.08
tpch_q10/datafusion:vortex-file-compressed	48070698	44309093	1.08
tpch_q11/datafusion:vortex-file-compressed	19168496	17509874	1.09
tpch_q12/datafusion:vortex-file-compressed	25249295	24395145	1.04
tpch_q13/datafusion:vortex-file-compressed	28366466	27230930	1.04
tpch_q14/datafusion:vortex-file-compressed	16903002	16480457	1.03
tpch_q15/datafusion:vortex-file-compressed	25969837	25194448	1.03
tpch_q16/datafusion:vortex-file-compressed	25263682	24664981	1.02
tpch_q17/datafusion:vortex-file-compressed 🚨	70775428	63278274	1.12
tpch_q18/datafusion:vortex-file-compressed 🚨	89698513	77607163	1.16
tpch_q19/datafusion:vortex-file-compressed	25118596	23846199	1.05
tpch_q20/datafusion:vortex-file-compressed 🚨	36300118	32912071	1.10
tpch_q21/datafusion:vortex-file-compressed 🚨	87201837	74918283	1.16
tpch_q22/datafusion:vortex-file-compressed 🚨	18977520	16086680	1.18

datafusion / vortex-compact (1.097x ➖, 0↑ 13↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	63061390	58558316	1.08
tpch_q02/datafusion:vortex-compact	39127722	36493999	1.07
tpch_q03/datafusion:vortex-compact 🚨	35071077	30642854	1.14
tpch_q04/datafusion:vortex-compact 🚨	26051803	23263864	1.12
tpch_q05/datafusion:vortex-compact 🚨	62572412	56293230	1.11
tpch_q06/datafusion:vortex-compact	14324117	14251011	1.01
tpch_q07/datafusion:vortex-compact 🚨	77429477	69844278	1.11
tpch_q08/datafusion:vortex-compact 🚨	55112535	50006125	1.10
tpch_q09/datafusion:vortex-compact 🚨	68251464	61503309	1.11
tpch_q10/datafusion:vortex-compact 🚨	59254884	53044268	1.12
tpch_q11/datafusion:vortex-compact 🚨	21188483	18915054	1.12
tpch_q12/datafusion:vortex-compact 🚨	36322837	32892758	1.10
tpch_q13/datafusion:vortex-compact	38289245	35381688	1.08
tpch_q14/datafusion:vortex-compact	22795127	20989864	1.09
tpch_q15/datafusion:vortex-compact	36111577	35636741	1.01
tpch_q16/datafusion:vortex-compact	31326102	29331215	1.07
tpch_q17/datafusion:vortex-compact 🚨	74507296	66973562	1.11
tpch_q18/datafusion:vortex-compact 🚨	96163892	83527937	1.15
tpch_q19/datafusion:vortex-compact	36472205	33870188	1.08
tpch_q20/datafusion:vortex-compact 🚨	43120970	37963718	1.14
tpch_q21/datafusion:vortex-compact 🚨	98449029	85092928	1.16
tpch_q22/datafusion:vortex-compact	18342640	16969737	1.08

datafusion / parquet (1.050x ➖, 1↑ 6↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	130087219	134280595	0.97
tpch_q02/datafusion:parquet	73807106	69400917	1.06
tpch_q03/datafusion:parquet	75734522	79067260	0.96
tpch_q04/datafusion:parquet	51707704	47511676	1.09
tpch_q05/datafusion:parquet 🚨	113004256	100796834	1.12
tpch_q06/datafusion:parquet	43108780	43273125	1.00
tpch_q07/datafusion:parquet	119534246	110819618	1.08
tpch_q08/datafusion:parquet	104520329	100281303	1.04
tpch_q09/datafusion:parquet	138439841	129817815	1.07
tpch_q10/datafusion:parquet	127498379	120116823	1.06
tpch_q11/datafusion:parquet	52206454	47958156	1.09
tpch_q12/datafusion:parquet 🚨	98218544	87164751	1.13
tpch_q13/datafusion:parquet 🚨	226447083	201679246	1.12
tpch_q14/datafusion:parquet	46415641	48025731	0.97
tpch_q15/datafusion:parquet	71035411	66600414	1.07
tpch_q16/datafusion:parquet 🚨	55131478	49929247	1.10
tpch_q17/datafusion:parquet 🚨	148717233	131351273	1.13
tpch_q18/datafusion:parquet 🚨	181431805	162064252	1.12
tpch_q19/datafusion:parquet 🚀	73823276	90414818	0.82
tpch_q20/datafusion:parquet	82134484	78433129	1.05
tpch_q21/datafusion:parquet	154834412	146227197	1.06
tpch_q22/datafusion:parquet	37898670	35637783	1.06

datafusion / arrow (1.111x ❌, 0↑ 11↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	57740866	55355259	1.04
tpch_q02/datafusion:arrow	23049227	21968824	1.05
tpch_q03/datafusion:arrow 🚨	37374828	33859779	1.10
tpch_q04/datafusion:arrow	28631428	27111116	1.06
tpch_q05/datafusion:arrow 🚨	90992608	75000681	1.21
tpch_q06/datafusion:arrow 🚨	24581239	19641662	1.25
tpch_q07/datafusion:arrow	119330029	111624324	1.07
tpch_q08/datafusion:arrow	49542481	45186109	1.10
tpch_q09/datafusion:arrow	78099373	72658466	1.07
tpch_q10/datafusion:arrow	55675875	51090145	1.09
tpch_q11/datafusion:arrow 🚨	13129879	11421335	1.15
tpch_q12/datafusion:arrow 🚨	63031115	54625798	1.15
tpch_q13/datafusion:arrow	51933216	48200675	1.08
tpch_q14/datafusion:arrow 🚨	25111923	22337863	1.12
tpch_q15/datafusion:arrow 🚨	49341929	42916460	1.15
tpch_q16/datafusion:arrow	22311788	20482792	1.09
tpch_q17/datafusion:arrow 🚨	77815426	69543953	1.12
tpch_q18/datafusion:arrow 🚨	157778579	139834483	1.13
tpch_q19/datafusion:arrow 🚨	42539964	38665303	1.10
tpch_q20/datafusion:arrow 🚨	44233413	37524999	1.18
tpch_q21/datafusion:arrow	163437887	149790022	1.09
tpch_q22/datafusion:arrow	21043658	19957913	1.05

duckdb / vortex-file-compressed (1.129x ❌, 0↑ 17↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	35981136	33034972	1.09
tpch_q02/duckdb:vortex-file-compressed 🚨	30337360	27495858	1.10
tpch_q03/duckdb:vortex-file-compressed 🚨	33653457	29155577	1.15
tpch_q04/duckdb:vortex-file-compressed 🚨	35827217	30320360	1.18
tpch_q05/duckdb:vortex-file-compressed 🚨	38812257	33458126	1.16
tpch_q06/duckdb:vortex-file-compressed 🚨	12376501	10644178	1.16
tpch_q07/duckdb:vortex-file-compressed 🚨	43330983	38380112	1.13
tpch_q08/duckdb:vortex-file-compressed 🚨	44886029	39502818	1.14
tpch_q09/duckdb:vortex-file-compressed 🚨	92342889	80533342	1.15
tpch_q10/duckdb:vortex-file-compressed 🚨	41094669	36874215	1.11
tpch_q11/duckdb:vortex-file-compressed	17632833	16075379	1.10
tpch_q12/duckdb:vortex-file-compressed 🚨	26309179	23409457	1.12
tpch_q13/duckdb:vortex-file-compressed 🚨	42922860	36936260	1.16
tpch_q14/duckdb:vortex-file-compressed	23863544	21934844	1.09
tpch_q15/duckdb:vortex-file-compressed 🚨	17879387	16136672	1.11
tpch_q16/duckdb:vortex-file-compressed 🚨	33764134	29955174	1.13
tpch_q17/duckdb:vortex-file-compressed 🚨	27812415	25017791	1.11
tpch_q18/duckdb:vortex-file-compressed	55305563	50886382	1.09
tpch_q19/duckdb:vortex-file-compressed	34865429	31826849	1.10
tpch_q20/duckdb:vortex-file-compressed 🚨	39927863	34440134	1.16
tpch_q21/duckdb:vortex-file-compressed 🚨	125840493	107964009	1.17
tpch_q22/duckdb:vortex-file-compressed 🚨	21150733	18479875	1.14

duckdb / vortex-compact (1.082x ➖, 0↑ 7↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	43270127	39568055	1.09
tpch_q02/duckdb:vortex-compact	40667055	37868245	1.07
tpch_q03/duckdb:vortex-compact	34450087	32311472	1.07
tpch_q04/duckdb:vortex-compact 🚨	36624090	33169522	1.10
tpch_q05/duckdb:vortex-compact	40491650	37940864	1.07
tpch_q06/duckdb:vortex-compact 🚨	16021882	14412263	1.11
tpch_q07/duckdb:vortex-compact	46201287	42779679	1.08
tpch_q08/duckdb:vortex-compact	47842385	45571832	1.05
tpch_q09/duckdb:vortex-compact 🚨	101285226	90746850	1.12
tpch_q10/duckdb:vortex-compact	43511852	40741321	1.07
tpch_q11/duckdb:vortex-compact	21836573	20156539	1.08
tpch_q12/duckdb:vortex-compact	38160212	36261345	1.05
tpch_q13/duckdb:vortex-compact	48157117	46532620	1.03
tpch_q14/duckdb:vortex-compact	31913500	30060171	1.06
tpch_q15/duckdb:vortex-compact 🚨	21512852	19095452	1.13
tpch_q16/duckdb:vortex-compact 🚨	40649240	36805534	1.10
tpch_q17/duckdb:vortex-compact	32660305	31288631	1.04
tpch_q18/duckdb:vortex-compact	54991523	50003000	1.10
tpch_q19/duckdb:vortex-compact 🚨	40731790	36987588	1.10
tpch_q20/duckdb:vortex-compact	45938714	42082759	1.09
tpch_q21/duckdb:vortex-compact 🚨	121436885	110171098	1.10
tpch_q22/duckdb:vortex-compact	22185416	20647256	1.07

duckdb / parquet (1.064x ➖, 0↑ 3↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	77761116	76657657	1.01
tpch_q02/duckdb:parquet	41477350	38675673	1.07
tpch_q03/duckdb:parquet	71847187	69020597	1.04
tpch_q04/duckdb:parquet	48825767	46935210	1.04
tpch_q05/duckdb:parquet	70760110	66654636	1.06
tpch_q06/duckdb:parquet	20703325	19878167	1.04
tpch_q07/duckdb:parquet	76478274	71424279	1.07
tpch_q08/duckdb:parquet	88521423	81710794	1.08
tpch_q09/duckdb:parquet 🚨	171089866	145327374	1.18
tpch_q10/duckdb:parquet	122899308	114871826	1.07
tpch_q11/duckdb:parquet	23284481	22258714	1.05
tpch_q12/duckdb:parquet	48196018	44668602	1.08
tpch_q13/duckdb:parquet 🚨	281330094	247274622	1.14
tpch_q14/duckdb:parquet	51337011	48857892	1.05
tpch_q15/duckdb:parquet	25603691	24099058	1.06
tpch_q16/duckdb:parquet	59279416	55434451	1.07
tpch_q17/duckdb:parquet 🚨	55310640	50254250	1.10
tpch_q18/duckdb:parquet	119128424	119065567	1.00
tpch_q19/duckdb:parquet	68290243	65664118	1.04
tpch_q20/duckdb:parquet	65114219	62758216	1.04
tpch_q21/duckdb:parquet	181171660	168119139	1.08
tpch_q22/duckdb:parquet	54040513	51316015	1.05

duckdb / duckdb (1.067x ➖, 0↑ 6↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb 🚨	17489299	15736304	1.11
tpch_q02/duckdb:duckdb	13258327	12972293	1.02
tpch_q03/duckdb:duckdb	19674380	18722663	1.05
tpch_q04/duckdb:duckdb	19592795	19980441	0.98
tpch_q05/duckdb:duckdb	19982722	20073074	1.00
tpch_q06/duckdb:duckdb 🚨	5754927	5182656	1.11
tpch_q07/duckdb:duckdb 🚨	24409092	21690936	1.13
tpch_q08/duckdb:duckdb	22179455	20893748	1.06
tpch_q09/duckdb:duckdb 🚨	61918377	51512595	1.20
tpch_q10/duckdb:duckdb	45808297	45734365	1.00
tpch_q11/duckdb:duckdb 🚨	6630801	5624766	1.18
tpch_q12/duckdb:duckdb	14540861	13890634	1.05
tpch_q13/duckdb:duckdb	39417410	39228453	1.00
tpch_q14/duckdb:duckdb 🚨	18522309	16062996	1.15
tpch_q15/duckdb:duckdb	12481066	11716631	1.07
tpch_q16/duckdb:duckdb	24674243	24192449	1.02
tpch_q17/duckdb:duckdb	14869269	13552420	1.10
tpch_q18/duckdb:duckdb	40433777	38334016	1.05
tpch_q19/duckdb:duckdb	28987731	26958767	1.08
tpch_q20/duckdb:duckdb	23486033	23043281	1.02
tpch_q21/duckdb:duckdb	60306577	56185979	1.07
tpch_q22/duckdb:duckdb	25564613	24222145	1.06

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+4.3%	-0.9%	+5.2%	+18.5%	➖ noise
1	datafusion:vortex-compact	+7.7%	-0.9%	+8.6%	+16.9%	➖ noise
1	datafusion:vortex-file-compressed	+14.0%	-0.9%	+15.0%	+17.5%	➖ noise
1	duckdb:duckdb	+11.1%	-0.9%	+12.1%	+17.0%	➖ noise
1	duckdb:vortex-compact	+9.4%	-0.9%	+10.3%	+16.8%	➖ noise
1	duckdb:vortex-file-compressed	+8.9%	-0.9%	+9.9%	+16.5%	➖ noise
2	datafusion:arrow	+4.9%	+6.8%	-1.8%	+12.7%	➖ noise
2	datafusion:vortex-compact	+7.2%	+6.8%	+0.4%	+12.7%	➖ noise
2	datafusion:vortex-file-compressed	+6.5%	+6.8%	-0.3%	+12.7%	➖ noise
2	duckdb:duckdb	+2.2%	+6.8%	-4.3%	+12.7%	➖ noise
2	duckdb:vortex-compact	+7.4%	+6.8%	+0.6%	+12.7%	➖ noise
2	duckdb:vortex-file-compressed	+10.3%	+6.8%	+3.3%	+12.7%	➖ noise
3	datafusion:arrow	+10.4%	-0.1%	+10.5%	+12.7%	➖ noise
3	datafusion:vortex-compact	+14.5%	-0.1%	+14.6%	+12.7%	🚨 regression
3	datafusion:vortex-file-compressed	+9.0%	-0.1%	+9.1%	+12.7%	➖ noise
3	duckdb:duckdb	+5.1%	-0.1%	+5.2%	+12.7%	➖ noise
3	duckdb:vortex-compact	+6.6%	-0.1%	+6.8%	+12.7%	➖ noise
3	duckdb:vortex-file-compressed	+15.4%	-0.1%	+15.6%	+12.7%	🚨 regression
4	datafusion:arrow	+5.6%	+6.4%	-0.7%	+12.7%	➖ noise
4	datafusion:vortex-compact	+12.0%	+6.4%	+5.2%	+12.7%	➖ noise
4	datafusion:vortex-file-compressed	+6.7%	+6.4%	+0.3%	+12.7%	➖ noise
4	duckdb:duckdb	-1.9%	+6.4%	-7.8%	+12.7%	➖ noise
4	duckdb:vortex-compact	+10.4%	+6.4%	+3.8%	+12.7%	➖ noise
4	duckdb:vortex-file-compressed	+18.2%	+6.4%	+11.1%	+12.7%	➖ noise
5	datafusion:arrow	+21.3%	+9.1%	+11.2%	+12.7%	➖ noise
5	datafusion:vortex-compact	+11.2%	+9.1%	+1.9%	+12.7%	➖ noise
5	datafusion:vortex-file-compressed	+8.7%	+9.1%	-0.3%	+12.7%	➖ noise
5	duckdb:duckdb	-0.5%	+9.1%	-8.7%	+12.7%	➖ noise
5	duckdb:vortex-compact	+6.7%	+9.1%	-2.2%	+12.7%	➖ noise
5	duckdb:vortex-file-compressed	+16.0%	+9.1%	+6.3%	+12.7%	➖ noise
6	datafusion:arrow	+25.1%	+1.9%	+22.9%	+14.2%	🚨 regression
6	datafusion:vortex-compact	+0.5%	+1.9%	-1.3%	+15.2%	➖ noise
6	datafusion:vortex-file-compressed	+4.3%	+1.9%	+2.4%	+15.1%	➖ noise
6	duckdb:duckdb	+11.0%	+1.9%	+9.0%	+16.2%	➖ noise
6	duckdb:vortex-compact	+11.2%	+1.9%	+9.1%	+15.2%	➖ noise
6	duckdb:vortex-file-compressed	+16.3%	+1.9%	+14.2%	+16.1%	➖ noise
7	datafusion:arrow	+6.9%	+7.5%	-0.5%	+12.7%	➖ noise
7	datafusion:vortex-compact	+10.9%	+7.5%	+3.2%	+12.7%	➖ noise
7	datafusion:vortex-file-compressed	+6.6%	+7.5%	-0.8%	+12.7%	➖ noise
7	duckdb:duckdb	+12.5%	+7.5%	+4.7%	+12.7%	➖ noise
7	duckdb:vortex-compact	+8.0%	+7.5%	+0.5%	+12.7%	➖ noise
7	duckdb:vortex-file-compressed	+12.9%	+7.5%	+5.1%	+12.7%	➖ noise
8	datafusion:arrow	+9.6%	+6.3%	+3.2%	+12.7%	➖ noise
8	datafusion:vortex-compact	+10.2%	+6.3%	+3.7%	+12.7%	➖ noise
8	datafusion:vortex-file-compressed	+7.2%	+6.3%	+0.9%	+12.7%	➖ noise
8	duckdb:duckdb	+6.2%	+6.3%	-0.1%	+12.7%	➖ noise
8	duckdb:vortex-compact	+5.0%	+6.3%	-1.2%	+12.7%	➖ noise
8	duckdb:vortex-file-compressed	+13.6%	+6.3%	+6.9%	+12.7%	➖ noise
9	datafusion:arrow	+7.5%	+12.0%	-4.1%	+12.7%	➖ noise
9	datafusion:vortex-compact	+11.0%	+12.0%	-1.0%	+12.7%	➖ noise
9	datafusion:vortex-file-compressed	+7.7%	+12.0%	-3.9%	+12.7%	➖ noise
9	duckdb:duckdb	+20.2%	+12.0%	+7.3%	+12.7%	➖ noise
9	duckdb:vortex-compact	+11.6%	+12.0%	-0.4%	+12.7%	➖ noise
9	duckdb:vortex-file-compressed	+14.7%	+12.0%	+2.3%	+12.7%	➖ noise
10	datafusion:arrow	+9.0%	+6.6%	+2.3%	+12.7%	➖ noise
10	datafusion:vortex-compact	+11.7%	+6.6%	+4.8%	+12.7%	➖ noise
10	datafusion:vortex-file-compressed	+8.5%	+6.6%	+1.8%	+12.7%	➖ noise
10	duckdb:duckdb	+0.2%	+6.6%	-6.0%	+12.7%	➖ noise
10	duckdb:vortex-compact	+6.8%	+6.6%	+0.2%	+12.7%	➖ noise
10	duckdb:vortex-file-compressed	+11.4%	+6.6%	+4.6%	+12.7%	➖ noise
11	datafusion:arrow	+15.0%	+6.7%	+7.7%	+12.7%	➖ noise
11	datafusion:vortex-compact	+12.0%	+6.7%	+5.0%	+12.7%	➖ noise
11	datafusion:vortex-file-compressed	+9.5%	+6.7%	+2.6%	+12.7%	➖ noise
11	duckdb:duckdb	+17.9%	+6.7%	+10.5%	+12.7%	➖ noise
11	duckdb:vortex-compact	+8.3%	+6.7%	+1.5%	+12.7%	➖ noise
11	duckdb:vortex-file-compressed	+9.7%	+6.7%	+2.8%	+12.7%	➖ noise
12	datafusion:arrow	+15.4%	+10.3%	+4.6%	+12.7%	➖ noise
12	datafusion:vortex-compact	+10.4%	+10.3%	+0.1%	+12.7%	➖ noise
12	datafusion:vortex-file-compressed	+3.5%	+10.3%	-6.1%	+12.7%	➖ noise
12	duckdb:duckdb	+4.7%	+10.3%	-5.1%	+12.7%	➖ noise
12	duckdb:vortex-compact	+5.2%	+10.3%	-4.6%	+12.7%	➖ noise
12	duckdb:vortex-file-compressed	+12.4%	+10.3%	+1.9%	+12.7%	➖ noise
13	datafusion:arrow	+7.7%	+13.0%	-4.7%	+12.7%	➖ noise
13	datafusion:vortex-compact	+8.2%	+13.0%	-4.3%	+12.7%	➖ noise
13	datafusion:vortex-file-compressed	+4.2%	+13.0%	-7.8%	+12.7%	➖ noise
13	duckdb:duckdb	+0.5%	+13.0%	-11.1%	+12.7%	➖ noise
13	duckdb:vortex-compact	+3.5%	+13.0%	-8.4%	+12.7%	➖ noise
13	duckdb:vortex-file-compressed	+16.2%	+13.0%	+2.8%	+12.7%	➖ noise
14	datafusion:arrow	+12.4%	+0.8%	+11.6%	+13.4%	➖ noise
14	datafusion:vortex-compact	+8.6%	+0.8%	+7.8%	+12.7%	➖ noise
14	datafusion:vortex-file-compressed	+2.6%	+0.8%	+1.8%	+12.7%	➖ noise
14	duckdb:duckdb	+15.3%	+0.8%	+14.4%	+18.6%	➖ noise
14	duckdb:vortex-compact	+6.2%	+0.8%	+5.4%	+12.7%	➖ noise
14	duckdb:vortex-file-compressed	+8.8%	+0.8%	+8.0%	+13.9%	➖ noise
15	datafusion:arrow	+15.0%	+6.5%	+8.0%	+12.7%	➖ noise
15	datafusion:vortex-compact	+1.3%	+6.5%	-4.8%	+12.7%	➖ noise
15	datafusion:vortex-file-compressed	+3.1%	+6.5%	-3.2%	+12.7%	➖ noise
15	duckdb:duckdb	+6.5%	+6.5%	+0.1%	+12.7%	➖ noise
15	duckdb:vortex-compact	+12.7%	+6.5%	+5.8%	+12.7%	➖ noise
15	duckdb:vortex-file-compressed	+10.8%	+6.5%	+4.1%	+12.7%	➖ noise
16	datafusion:arrow	+8.9%	+8.7%	+0.2%	+12.7%	➖ noise
16	datafusion:vortex-compact	+6.8%	+8.7%	-1.7%	+12.7%	➖ noise
16	datafusion:vortex-file-compressed	+2.4%	+8.7%	-5.7%	+12.7%	➖ noise
16	duckdb:duckdb	+2.0%	+8.7%	-6.1%	+12.7%	➖ noise
16	duckdb:vortex-compact	+10.4%	+8.7%	+1.6%	+12.7%	➖ noise
16	duckdb:vortex-file-compressed	+12.7%	+8.7%	+3.7%	+12.7%	➖ noise
17	datafusion:arrow	+11.9%	+11.6%	+0.2%	+12.7%	➖ noise
17	datafusion:vortex-compact	+11.2%	+11.6%	-0.3%	+12.7%	➖ noise
17	datafusion:vortex-file-compressed	+11.8%	+11.6%	+0.2%	+12.7%	➖ noise
17	duckdb:duckdb	+9.7%	+11.6%	-1.7%	+12.7%	➖ noise
17	duckdb:vortex-compact	+4.4%	+11.6%	-6.5%	+12.7%	➖ noise
17	duckdb:vortex-file-compressed	+11.2%	+11.6%	-0.4%	+12.7%	➖ noise
18	datafusion:arrow	+12.8%	+5.8%	+6.6%	+12.7%	➖ noise
18	datafusion:vortex-compact	+15.1%	+5.8%	+8.8%	+12.7%	➖ noise
18	datafusion:vortex-file-compressed	+15.6%	+5.8%	+9.2%	+12.7%	➖ noise
18	duckdb:duckdb	+5.5%	+5.8%	-0.3%	+12.7%	➖ noise
18	duckdb:vortex-compact	+10.0%	+5.8%	+3.9%	+12.7%	➖ noise
18	duckdb:vortex-file-compressed	+8.7%	+5.8%	+2.7%	+12.7%	➖ noise
19	datafusion:arrow	+10.0%	-7.9%	+19.4%	+13.3%	🚨 regression
19	datafusion:vortex-compact	+7.7%	-7.9%	+16.9%	+12.7%	🚨 regression
19	datafusion:vortex-file-compressed	+5.3%	-7.9%	+14.3%	+12.9%	🚨 regression
19	duckdb:duckdb	+7.5%	-7.9%	+16.7%	+14.6%	🚨 regression
19	duckdb:vortex-compact	+10.1%	-7.9%	+19.5%	+13.9%	🚨 regression
19	duckdb:vortex-file-compressed	+9.5%	-7.9%	+18.9%	+13.5%	🚨 regression
20	datafusion:arrow	+17.9%	+4.2%	+13.1%	+12.7%	🚨 regression
20	datafusion:vortex-compact	+13.6%	+4.2%	+9.0%	+12.7%	➖ noise
20	datafusion:vortex-file-compressed	+10.3%	+4.2%	+5.8%	+12.7%	➖ noise
20	duckdb:duckdb	+1.9%	+4.2%	-2.2%	+12.7%	➖ noise
20	duckdb:vortex-compact	+9.2%	+4.2%	+4.7%	+12.7%	➖ noise
20	duckdb:vortex-file-compressed	+15.9%	+4.2%	+11.2%	+12.7%	➖ noise
21	datafusion:arrow	+9.1%	+6.8%	+2.1%	+12.7%	➖ noise
21	datafusion:vortex-compact	+15.7%	+6.8%	+8.3%	+12.7%	➖ noise
21	datafusion:vortex-file-compressed	+16.4%	+6.8%	+9.0%	+12.7%	➖ noise
21	duckdb:duckdb	+7.3%	+6.8%	+0.5%	+12.7%	➖ noise
21	duckdb:vortex-compact	+10.2%	+6.8%	+3.2%	+12.7%	➖ noise
21	duckdb:vortex-file-compressed	+16.6%	+6.8%	+9.1%	+12.7%	➖ noise
22	datafusion:arrow	+5.4%	+5.8%	-0.4%	+12.7%	➖ noise
22	datafusion:vortex-compact	+8.1%	+5.8%	+2.1%	+12.7%	➖ noise
22	datafusion:vortex-file-compressed	+18.0%	+5.8%	+11.5%	+12.7%	➖ noise
22	duckdb:duckdb	+5.5%	+5.8%	-0.3%	+12.7%	➖ noise
22	duckdb:vortex-compact	+7.4%	+5.8%	+1.5%	+12.7%	➖ noise
22	duckdb:vortex-file-compressed	+14.5%	+5.8%	+8.2%	+12.7%	➖ noise

[github-actions]

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.1%
Vortex (geomean): 1.005x ➖
Parquet (geomean): 1.004x ➖
Shifts: Parquet (control) +0.4% · Median polish +0.4%

---

datafusion / vortex-file-compressed (1.004x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	28506044	27933472	1.02
tpcds_q02/datafusion:vortex-file-compressed	52500427	51824517	1.01
tpcds_q03/datafusion:vortex-file-compressed	20499051	20240562	1.01
tpcds_q04/datafusion:vortex-file-compressed	290119263	283374572	1.02
tpcds_q05/datafusion:vortex-file-compressed	53155658	52435718	1.01
tpcds_q06/datafusion:vortex-file-compressed	49742000	49221066	1.01
tpcds_q07/datafusion:vortex-file-compressed	51358699	48284421	1.06
tpcds_q08/datafusion:vortex-file-compressed	35078334	35427352	0.99
tpcds_q09/datafusion:vortex-file-compressed	57350782	55119086	1.04
tpcds_q10/datafusion:vortex-file-compressed	44262362	44199498	1.00
tpcds_q11/datafusion:vortex-file-compressed	164551444	165086987	1.00
tpcds_q12/datafusion:vortex-file-compressed	22084811	22618102	0.98
tpcds_q13/datafusion:vortex-file-compressed	53684526	55407346	0.97
tpcds_q14/datafusion:vortex-file-compressed	194474802	197084573	0.99
tpcds_q15/datafusion:vortex-file-compressed	35312465	34445804	1.03
tpcds_q16/datafusion:vortex-file-compressed	28611588	28473714	1.00
tpcds_q17/datafusion:vortex-file-compressed	64326153	63699045	1.01
tpcds_q18/datafusion:vortex-file-compressed	78698617	75488492	1.04
tpcds_q19/datafusion:vortex-file-compressed	29717015	29555529	1.01
tpcds_q20/datafusion:vortex-file-compressed	25350049	25113412	1.01
tpcds_q21/datafusion:vortex-file-compressed	137903770	138661723	0.99
tpcds_q22/datafusion:vortex-file-compressed	55823828	57350107	0.97
tpcds_q23/datafusion:vortex-file-compressed	144797591	144627440	1.00
tpcds_q24/datafusion:vortex-file-compressed	110436484	108482834	1.02
tpcds_q25/datafusion:vortex-file-compressed	65404454	65399608	1.00
tpcds_q26/datafusion:vortex-file-compressed	35693991	35574875	1.00
tpcds_q27/datafusion:vortex-file-compressed	117337291	116601805	1.01
tpcds_q28/datafusion:vortex-file-compressed	48869351	48295385	1.01
tpcds_q29/datafusion:vortex-file-compressed	64876189	65736770	0.99
tpcds_q30/datafusion:vortex-file-compressed	28779492	30209517	0.95
tpcds_q31/datafusion:vortex-file-compressed	91343512	90907625	1.00
tpcds_q32/datafusion:vortex-file-compressed	21560101	21599603	1.00
tpcds_q33/datafusion:vortex-file-compressed	37796695	36959899	1.02
tpcds_q34/datafusion:vortex-file-compressed	29397557	29932772	0.98
tpcds_q35/datafusion:vortex-file-compressed	53372905	53310364	1.00
tpcds_q36/datafusion:vortex-file-compressed	75621025	76126085	0.99
tpcds_q37/datafusion:vortex-file-compressed	32921711	34649007	0.95
tpcds_q38/datafusion:vortex-file-compressed	49593106	52645262	0.94
tpcds_q39/datafusion:vortex-file-compressed	138519643	134456224	1.03
tpcds_q40/datafusion:vortex-file-compressed	49694355	49976882	0.99
tpcds_q41/datafusion:vortex-file-compressed	18399679	17837045	1.03
tpcds_q42/datafusion:vortex-file-compressed	18230796	19097016	0.95
tpcds_q43/datafusion:vortex-file-compressed	31530664	31594462	1.00
tpcds_q44/datafusion:vortex-file-compressed	40295985	39815642	1.01
tpcds_q45/datafusion:vortex-file-compressed	33637781	33808588	0.99
tpcds_q46/datafusion:vortex-file-compressed	45198565	46286216	0.98
tpcds_q47/datafusion:vortex-file-compressed	200757221	201432649	1.00
tpcds_q48/datafusion:vortex-file-compressed	44893995	43822913	1.02
tpcds_q49/datafusion:vortex-file-compressed	68431686	67080994	1.02
tpcds_q50/datafusion:vortex-file-compressed	43958221	44878487	0.98
tpcds_q51/datafusion:vortex-file-compressed	87263980	90540188	0.96
tpcds_q52/datafusion:vortex-file-compressed	19029885	18807562	1.01
tpcds_q53/datafusion:vortex-file-compressed	25201415	24730851	1.02
tpcds_q54/datafusion:vortex-file-compressed	42391369	41685445	1.02
tpcds_q55/datafusion:vortex-file-compressed	17535849	18014658	0.97
tpcds_q56/datafusion:vortex-file-compressed	38891784	40511100	0.96
tpcds_q57/datafusion:vortex-file-compressed	125052046	127706874	0.98
tpcds_q58/datafusion:vortex-file-compressed	68650587	68036529	1.01
tpcds_q59/datafusion:vortex-file-compressed	70522272	70002262	1.01
tpcds_q60/datafusion:vortex-file-compressed	39210310	40445718	0.97
tpcds_q61/datafusion:vortex-file-compressed	49376579	50162992	0.98
tpcds_q62/datafusion:vortex-file-compressed	30801511	31086718	0.99
tpcds_q63/datafusion:vortex-file-compressed	26136684	25473630	1.03
tpcds_q64/datafusion:vortex-file-compressed	467067524	455119500	1.03
tpcds_q65/datafusion:vortex-file-compressed	47666800	48329229	0.99
tpcds_q66/datafusion:vortex-file-compressed	89610541	93618768	0.96
tpcds_q67/datafusion:vortex-file-compressed	116955351	116743833	1.00
tpcds_q68/datafusion:vortex-file-compressed	42383612	44452813	0.95
tpcds_q69/datafusion:vortex-file-compressed	39797372	42955301	0.93
tpcds_q70/datafusion:vortex-file-compressed	112593145	109405618	1.03
tpcds_q71/datafusion:vortex-file-compressed	31759782	29712338	1.07
tpcds_q72/datafusion:vortex-file-compressed	2574667942	2545265006	1.01
tpcds_q73/datafusion:vortex-file-compressed	32097929	32171169	1.00
tpcds_q74/datafusion:vortex-file-compressed	114108925	111585604	1.02
tpcds_q75/datafusion:vortex-file-compressed	118792555	117638335	1.01
tpcds_q76/datafusion:vortex-file-compressed	32778617	32023510	1.02
tpcds_q77/datafusion:vortex-file-compressed	50348335	51194726	0.98
tpcds_q78/datafusion:vortex-file-compressed	123582202	123481208	1.00
tpcds_q79/datafusion:vortex-file-compressed	37571246	35859012	1.05
tpcds_q80/datafusion:vortex-file-compressed	113549458	111003932	1.02
tpcds_q81/datafusion:vortex-file-compressed	36469974	33605743	1.09
tpcds_q82/datafusion:vortex-file-compressed	35075598	34008709	1.03
tpcds_q83/datafusion:vortex-file-compressed	51308203	49102918	1.04
tpcds_q84/datafusion:vortex-file-compressed	15646074	15366882	1.02
tpcds_q85/datafusion:vortex-file-compressed	101587869	101254977	1.00
tpcds_q86/datafusion:vortex-file-compressed	19094391	18313847	1.04
tpcds_q87/datafusion:vortex-file-compressed	52730822	50826852	1.04
tpcds_q88/datafusion:vortex-file-compressed	68261987	66181593	1.03
tpcds_q89/datafusion:vortex-file-compressed	36550923	35373022	1.03
tpcds_q90/datafusion:vortex-file-compressed	18198863	17710121	1.03
tpcds_q91/datafusion:vortex-file-compressed	25681888	25132759	1.02
tpcds_q92/datafusion:vortex-file-compressed	18392555	18324864	1.00
tpcds_q93/datafusion:vortex-file-compressed	34126149	33306706	1.02
tpcds_q94/datafusion:vortex-file-compressed	23800013	23728265	1.00
tpcds_q95/datafusion:vortex-file-compressed	59401597	60459370	0.98
tpcds_q96/datafusion:vortex-file-compressed	15077954	15513170	0.97
tpcds_q97/datafusion:vortex-file-compressed	29210233	29152838	1.00
tpcds_q98/datafusion:vortex-file-compressed	32427326	32255696	1.01
tpcds_q99/datafusion:vortex-file-compressed	46580322	45881644	1.02

datafusion / vortex-compact (1.008x ➖, 0↑ 1↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	37363942	34810110	1.07
tpcds_q02/datafusion:vortex-compact	60746889	59820700	1.02
tpcds_q03/datafusion:vortex-compact	27721409	26278398	1.05
tpcds_q04/datafusion:vortex-compact	325297080	324607887	1.00
tpcds_q05/datafusion:vortex-compact	64581091	69455678	0.93
tpcds_q06/datafusion:vortex-compact	57596118	55384845	1.04
tpcds_q07/datafusion:vortex-compact	65159001	62807317	1.04
tpcds_q08/datafusion:vortex-compact	44833657	45732489	0.98
tpcds_q09/datafusion:vortex-compact	72179513	72774399	0.99
tpcds_q10/datafusion:vortex-compact	65642926	64514855	1.02
tpcds_q11/datafusion:vortex-compact	192600215	187085800	1.03
tpcds_q12/datafusion:vortex-compact	27312271	27386576	1.00
tpcds_q13/datafusion:vortex-compact	121709130	127066673	0.96
tpcds_q14/datafusion:vortex-compact	255131274	256946219	0.99
tpcds_q15/datafusion:vortex-compact	38687482	38288940	1.01
tpcds_q16/datafusion:vortex-compact	38944374	37970959	1.03
tpcds_q17/datafusion:vortex-compact	92491531	91407563	1.01
tpcds_q18/datafusion:vortex-compact	89394952	87084896	1.03
tpcds_q19/datafusion:vortex-compact	44251405	43599209	1.01
tpcds_q20/datafusion:vortex-compact	30736161	30432257	1.01
tpcds_q21/datafusion:vortex-compact	141661171	141661614	1.00
tpcds_q22/datafusion:vortex-compact	64451177	63330868	1.02
tpcds_q23/datafusion:vortex-compact	182173560	181460358	1.00
tpcds_q24/datafusion:vortex-compact	141110334	137615148	1.03
tpcds_q25/datafusion:vortex-compact	95182672	96286398	0.99
tpcds_q26/datafusion:vortex-compact	45984542	45147461	1.02
tpcds_q27/datafusion:vortex-compact	157272876	152752869	1.03
tpcds_q28/datafusion:vortex-compact	86483969	85475648	1.01
tpcds_q29/datafusion:vortex-compact	94091363	93192442	1.01
tpcds_q30/datafusion:vortex-compact	35176695	34775281	1.01
tpcds_q31/datafusion:vortex-compact	134390973	135179963	0.99
tpcds_q32/datafusion:vortex-compact	27103916	26024381	1.04
tpcds_q33/datafusion:vortex-compact	54213858	53727590	1.01
tpcds_q34/datafusion:vortex-compact	49108288	49507208	0.99
tpcds_q35/datafusion:vortex-compact	70299318	69952333	1.00
tpcds_q36/datafusion:vortex-compact	102977932	100029002	1.03
tpcds_q37/datafusion:vortex-compact	47177377	46628173	1.01
tpcds_q38/datafusion:vortex-compact	69732992	69954403	1.00
tpcds_q39/datafusion:vortex-compact	139647458	151692850	0.92
tpcds_q40/datafusion:vortex-compact	56021376	58973134	0.95
tpcds_q41/datafusion:vortex-compact 🚨	22307694	19808640	1.13
tpcds_q42/datafusion:vortex-compact	25111468	24443581	1.03
tpcds_q43/datafusion:vortex-compact	38868485	38292548	1.02
tpcds_q44/datafusion:vortex-compact	73291187	72304792	1.01
tpcds_q45/datafusion:vortex-compact	39143810	38466683	1.02
tpcds_q46/datafusion:vortex-compact	70528928	70248492	1.00
tpcds_q47/datafusion:vortex-compact	230288191	229189303	1.00
tpcds_q48/datafusion:vortex-compact	89861829	91548125	0.98
tpcds_q49/datafusion:vortex-compact	89817879	90135449	1.00
tpcds_q50/datafusion:vortex-compact	64877038	63836211	1.02
tpcds_q51/datafusion:vortex-compact	98599308	98222884	1.00
tpcds_q52/datafusion:vortex-compact	25575040	25972336	0.98
tpcds_q53/datafusion:vortex-compact	36117842	36036663	1.00
tpcds_q54/datafusion:vortex-compact	60628584	59860509	1.01
tpcds_q55/datafusion:vortex-compact	24498504	23870936	1.03
tpcds_q56/datafusion:vortex-compact	56538690	55089368	1.03
tpcds_q57/datafusion:vortex-compact	137545687	138586995	0.99
tpcds_q58/datafusion:vortex-compact	79426860	80332852	0.99
tpcds_q59/datafusion:vortex-compact	85535555	85041980	1.01
tpcds_q60/datafusion:vortex-compact	56357284	56940861	0.99
tpcds_q61/datafusion:vortex-compact	73655413	73308492	1.00
tpcds_q62/datafusion:vortex-compact	33694315	33294731	1.01
tpcds_q63/datafusion:vortex-compact	36620968	35980847	1.02
tpcds_q64/datafusion:vortex-compact	533679082	533424102	1.00
tpcds_q65/datafusion:vortex-compact	71731088	69628082	1.03
tpcds_q66/datafusion:vortex-compact	98924084	96144957	1.03
tpcds_q67/datafusion:vortex-compact	126323263	122828042	1.03
tpcds_q68/datafusion:vortex-compact	70091486	69153802	1.01
tpcds_q69/datafusion:vortex-compact	61250050	60631068	1.01
tpcds_q70/datafusion:vortex-compact	123132429	124855082	0.99
tpcds_q71/datafusion:vortex-compact	47516174	48857043	0.97
tpcds_q72/datafusion:vortex-compact	2625053928	2568152048	1.02
tpcds_q73/datafusion:vortex-compact	51209034	51917944	0.99
tpcds_q74/datafusion:vortex-compact	135567885	135815576	1.00
tpcds_q75/datafusion:vortex-compact	159927356	161854693	0.99
tpcds_q76/datafusion:vortex-compact	50828864	50095106	1.01
tpcds_q77/datafusion:vortex-compact	67385759	65895153	1.02
tpcds_q78/datafusion:vortex-compact	150065130	148294418	1.01
tpcds_q79/datafusion:vortex-compact	59917395	60642199	0.99
tpcds_q80/datafusion:vortex-compact	130565253	132782790	0.98
tpcds_q81/datafusion:vortex-compact	42206721	41689739	1.01
tpcds_q82/datafusion:vortex-compact	48031980	47974940	1.00
tpcds_q83/datafusion:vortex-compact	58707010	56158137	1.05
tpcds_q84/datafusion:vortex-compact	17831587	17934052	0.99
tpcds_q85/datafusion:vortex-compact	126936933	124932075	1.02
tpcds_q86/datafusion:vortex-compact	23582803	22356728	1.05
tpcds_q87/datafusion:vortex-compact	71589836	70388836	1.02
tpcds_q88/datafusion:vortex-compact	137748986	139120856	0.99
tpcds_q89/datafusion:vortex-compact	46499996	44778141	1.04
tpcds_q90/datafusion:vortex-compact	24391242	24528286	0.99
tpcds_q91/datafusion:vortex-compact	40363494	39882263	1.01
tpcds_q92/datafusion:vortex-compact	25789242	25613766	1.01
tpcds_q93/datafusion:vortex-compact	45170753	44546559	1.01
tpcds_q94/datafusion:vortex-compact	30450321	31086092	0.98
tpcds_q95/datafusion:vortex-compact	70255916	70060236	1.00
tpcds_q96/datafusion:vortex-compact	26474146	26847302	0.99
tpcds_q97/datafusion:vortex-compact	42389071	43572335	0.97
tpcds_q98/datafusion:vortex-compact	39384006	37209355	1.06
tpcds_q99/datafusion:vortex-compact	50433279	48986211	1.03

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

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	36586539	37523769	0.98
tpcds_q02/datafusion:parquet	45739238	46978534	0.97
tpcds_q03/datafusion:parquet	14395570	15697406	0.92
tpcds_q04/datafusion:parquet	308382359	313663765	0.98
tpcds_q05/datafusion:parquet	49901579	49789016	1.00
tpcds_q06/datafusion:parquet	65909101	64975959	1.01
tpcds_q07/datafusion:parquet	90732814	89910250	1.01
tpcds_q08/datafusion:parquet	33708391	32447246	1.04
tpcds_q09/datafusion:parquet	58202137	56033213	1.04
tpcds_q10/datafusion:parquet	84108530	80562079	1.04
tpcds_q11/datafusion:parquet	179571254	183401921	0.98
tpcds_q12/datafusion:parquet	22743678	22828885	1.00
tpcds_q13/datafusion:parquet	85725094	86650463	0.99
tpcds_q14/datafusion:parquet	190893815	193746594	0.99
tpcds_q15/datafusion:parquet	26209085	26424578	0.99
tpcds_q16/datafusion:parquet	28409645	27333178	1.04
tpcds_q17/datafusion:parquet	68891515	66853777	1.03
tpcds_q18/datafusion:parquet	129102787	128739352	1.00
tpcds_q19/datafusion:parquet	28152155	27118979	1.04
tpcds_q20/datafusion:parquet	20863466	20065265	1.04
tpcds_q21/datafusion:parquet	21896615	21859203	1.00
tpcds_q22/datafusion:parquet	138318181	129473073	1.07
tpcds_q23/datafusion:parquet	163839593	161816864	1.01
tpcds_q24/datafusion:parquet	103283385	104015216	0.99
tpcds_q25/datafusion:parquet	69135646	71260283	0.97
tpcds_q26/datafusion:parquet	75021810	73919942	1.01
tpcds_q27/datafusion:parquet	159313276	160748688	0.99
tpcds_q28/datafusion:parquet	48511077	48642378	1.00
tpcds_q29/datafusion:parquet	71637279	70832367	1.01
tpcds_q30/datafusion:parquet	43890075	44322259	0.99
tpcds_q31/datafusion:parquet	75395083	73244322	1.03
tpcds_q32/datafusion:parquet	21375071	22350380	0.96
tpcds_q33/datafusion:parquet	34781189	34959903	0.99
tpcds_q34/datafusion:parquet	27778988	25812749	1.08
tpcds_q35/datafusion:parquet	81368965	82811834	0.98
tpcds_q36/datafusion:parquet	63138878	62736571	1.01
tpcds_q37/datafusion:parquet	23129888	23567298	0.98
tpcds_q38/datafusion:parquet	49847131	48993206	1.02
tpcds_q39/datafusion:parquet	81298538	80576534	1.01
tpcds_q40/datafusion:parquet	28040597	26983468	1.04
tpcds_q41/datafusion:parquet	15260851	14957762	1.02
tpcds_q42/datafusion:parquet	13287083	13595880	0.98
tpcds_q43/datafusion:parquet	18762326	18764199	1.00
tpcds_q44/datafusion:parquet	40430985	40541169	1.00
tpcds_q45/datafusion:parquet	31625595	32346214	0.98
tpcds_q46/datafusion:parquet	37859706	38458860	0.98
tpcds_q47/datafusion:parquet	132895505	132933051	1.00
tpcds_q48/datafusion:parquet	77173762	78034960	0.99
tpcds_q49/datafusion:parquet	63264512	64881981	0.98
tpcds_q50/datafusion:parquet	46911826	47473444	0.99
tpcds_q51/datafusion:parquet	86769917	90416185	0.96
tpcds_q52/datafusion:parquet	14572644	13889344	1.05
tpcds_q53/datafusion:parquet	21792284	20743185	1.05
tpcds_q54/datafusion:parquet	43603670	42392189	1.03
tpcds_q55/datafusion:parquet	13660850	14194772	0.96
tpcds_q56/datafusion:parquet	35817716	34656370	1.03
tpcds_q57/datafusion:parquet	112591397	103760399	1.09
tpcds_q58/datafusion:parquet	57018675	57896254	0.98
tpcds_q59/datafusion:parquet	57535032	57835744	0.99
tpcds_q60/datafusion:parquet	34704257	33533412	1.03
tpcds_q61/datafusion:parquet	50511979	50174416	1.01
tpcds_q62/datafusion:parquet	28211745	27651036	1.02
tpcds_q63/datafusion:parquet	21842279	21420165	1.02
tpcds_q64/datafusion:parquet	544752781	543368518	1.00
tpcds_q65/datafusion:parquet	43581511	44597293	0.98
tpcds_q66/datafusion:parquet	74901166	76160026	0.98
tpcds_q67/datafusion:parquet	151373606	148195532	1.02
tpcds_q68/datafusion:parquet	36769708	37635469	0.98
tpcds_q69/datafusion:parquet	79280891	76631881	1.03
tpcds_q70/datafusion:parquet	94195014	98988823	0.95
tpcds_q71/datafusion:parquet	25427939	25943074	0.98
tpcds_q72/datafusion:parquet	631080998	648425031	0.97
tpcds_q73/datafusion:parquet	26059454	23989615	1.09
tpcds_q74/datafusion:parquet	101903370	106415983	0.96
tpcds_q75/datafusion:parquet	115806873	115596316	1.00
tpcds_q76/datafusion:parquet	34747876	34251402	1.01
tpcds_q77/datafusion:parquet	51055208	50129337	1.02
tpcds_q78/datafusion:parquet	123421786	121839586	1.01
tpcds_q79/datafusion:parquet	32347454	30318934	1.07
tpcds_q80/datafusion:parquet	91804088	94074891	0.98
tpcds_q81/datafusion:parquet	42712345	39826042	1.07
tpcds_q82/datafusion:parquet	23098293	23526286	0.98
tpcds_q83/datafusion:parquet	47778933	47197335	1.01
tpcds_q84/datafusion:parquet	47974028	47349717	1.01
tpcds_q85/datafusion:parquet	171841778	169944154	1.01
tpcds_q86/datafusion:parquet	18476398	17879817	1.03
tpcds_q87/datafusion:parquet	50718100	49684738	1.02
tpcds_q88/datafusion:parquet	69448543	68182653	1.02
tpcds_q89/datafusion:parquet	24045658	24604483	0.98
tpcds_q90/datafusion:parquet	18709513	17742564	1.05
tpcds_q91/datafusion:parquet	69753847	67087276	1.04
tpcds_q92/datafusion:parquet	21689860	21803953	0.99
tpcds_q93/datafusion:parquet	35243212	35045419	1.01
tpcds_q94/datafusion:parquet	24085396	24754677	0.97
tpcds_q95/datafusion:parquet	66670630	67273863	0.99
tpcds_q96/datafusion:parquet	13879907	13637057	1.02
tpcds_q97/datafusion:parquet	33136105	33358006	0.99
tpcds_q98/datafusion:parquet	24891239	25626574	0.97
tpcds_q99/datafusion:parquet	28278251	27212626	1.04

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

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21798908	21731453	1.00
tpcds_q02/duckdb:vortex-file-compressed	50989547	49972323	1.02
tpcds_q03/duckdb:vortex-file-compressed	32253029	30708647	1.05
tpcds_q04/duckdb:vortex-file-compressed	101392447	96950881	1.05
tpcds_q05/duckdb:vortex-file-compressed	34490160	35459321	0.97
tpcds_q06/duckdb:vortex-file-compressed	33684190	34569595	0.97
tpcds_q07/duckdb:vortex-file-compressed	22517858	22572809	1.00
tpcds_q08/duckdb:vortex-file-compressed	25774359	25051226	1.03
tpcds_q09/duckdb:vortex-file-compressed	38373756	37373542	1.03
tpcds_q10/duckdb:vortex-file-compressed	35718919	34732503	1.03
tpcds_q11/duckdb:vortex-file-compressed	60242048	56362489	1.07
tpcds_q12/duckdb:vortex-file-compressed	14713043	14628724	1.01
tpcds_q13/duckdb:vortex-file-compressed	31870068	32912932	0.97
tpcds_q14/duckdb:vortex-file-compressed	113681167	111581325	1.02
tpcds_q15/duckdb:vortex-file-compressed	40407510	40153475	1.01
tpcds_q16/duckdb:vortex-file-compressed	29260305	28862182	1.01
tpcds_q17/duckdb:vortex-file-compressed	35330658	35418656	1.00
tpcds_q18/duckdb:vortex-file-compressed	44072919	44409839	0.99
tpcds_q19/duckdb:vortex-file-compressed	32816911	32591180	1.01
tpcds_q20/duckdb:vortex-file-compressed	15947308	16123905	0.99
tpcds_q21/duckdb:vortex-file-compressed	19324044	19983746	0.97
tpcds_q22/duckdb:vortex-file-compressed	106351710	102543516	1.04
tpcds_q23/duckdb:vortex-file-compressed	106479298	103760972	1.03
tpcds_q24/duckdb:vortex-file-compressed	52675445	53285672	0.99
tpcds_q25/duckdb:vortex-file-compressed	36349021	35084788	1.04
tpcds_q26/duckdb:vortex-file-compressed	37732172	37961634	0.99
tpcds_q27/duckdb:vortex-file-compressed	53689419	50202041	1.07
tpcds_q28/duckdb:vortex-file-compressed	37816327	37101342	1.02
tpcds_q29/duckdb:vortex-file-compressed	34041778	34616458	0.98
tpcds_q30/duckdb:vortex-file-compressed	25607017	25404228	1.01
tpcds_q31/duckdb:vortex-file-compressed	33122124	32318618	1.02
tpcds_q32/duckdb:vortex-file-compressed	17510650	16960876	1.03
tpcds_q33/duckdb:vortex-file-compressed	23552717	22578383	1.04
tpcds_q34/duckdb:vortex-file-compressed	18358542	19251441	0.95
tpcds_q35/duckdb:vortex-file-compressed	63690308	61737000	1.03
tpcds_q36/duckdb:vortex-file-compressed	27521521	27032797	1.02
tpcds_q37/duckdb:vortex-file-compressed	21667005	21587849	1.00
tpcds_q38/duckdb:vortex-file-compressed	37217851	37048391	1.00
tpcds_q39/duckdb:vortex-file-compressed 🚨	46919358	42551886	1.10
tpcds_q40/duckdb:vortex-file-compressed	23572838	23344522	1.01
tpcds_q41/duckdb:vortex-file-compressed	13894720	13800448	1.01
tpcds_q42/duckdb:vortex-file-compressed	12314927	12331474	1.00
tpcds_q43/duckdb:vortex-file-compressed	30269123	30155290	1.00
tpcds_q44/duckdb:vortex-file-compressed	21747776	22270670	0.98
tpcds_q45/duckdb:vortex-file-compressed	26700092	27569067	0.97
tpcds_q46/duckdb:vortex-file-compressed	45943276	45391765	1.01
tpcds_q47/duckdb:vortex-file-compressed	50840035	50393037	1.01
tpcds_q48/duckdb:vortex-file-compressed	29759241	30993212	0.96
tpcds_q49/duckdb:vortex-file-compressed	31349055	30335730	1.03
tpcds_q50/duckdb:vortex-file-compressed	35884303	34483106	1.04
tpcds_q51/duckdb:vortex-file-compressed	108925501	100846078	1.08
tpcds_q52/duckdb:vortex-file-compressed	12475694	12575447	0.99
tpcds_q53/duckdb:vortex-file-compressed	19951275	19157274	1.04
tpcds_q54/duckdb:vortex-file-compressed	30051395	29494499	1.02
tpcds_q55/duckdb:vortex-file-compressed	12374877	12424664	1.00
tpcds_q56/duckdb:vortex-file-compressed	23202939	23311302	1.00
tpcds_q57/duckdb:vortex-file-compressed	48598543	45054259	1.08
tpcds_q58/duckdb:vortex-file-compressed	30853029	31157796	0.99
tpcds_q59/duckdb:vortex-file-compressed	76979217	78853604	0.98
tpcds_q60/duckdb:vortex-file-compressed	25516342	24865110	1.03
tpcds_q61/duckdb:vortex-file-compressed	37470480	37324100	1.00
tpcds_q62/duckdb:vortex-file-compressed	18641744	17135610	1.09
tpcds_q63/duckdb:vortex-file-compressed	20273718	20240155	1.00
tpcds_q64/duckdb:vortex-file-compressed	80874559	80635001	1.00
tpcds_q65/duckdb:vortex-file-compressed	23914144	23758972	1.01
tpcds_q66/duckdb:vortex-file-compressed	33871917	34107638	0.99
tpcds_q67/duckdb:vortex-file-compressed	137352458	142102380	0.97
tpcds_q68/duckdb:vortex-file-compressed	40043172	39649117	1.01
tpcds_q69/duckdb:vortex-file-compressed	37457634	38320077	0.98
tpcds_q70/duckdb:vortex-file-compressed	28034158	26199553	1.07
tpcds_q71/duckdb:vortex-file-compressed	20593700	20210389	1.02
tpcds_q72/duckdb:vortex-file-compressed	171591847	172179893	1.00
tpcds_q73/duckdb:vortex-file-compressed	18341600	19192844	0.96
tpcds_q74/duckdb:vortex-file-compressed	62893582	63934790	0.98
tpcds_q75/duckdb:vortex-file-compressed	56339234	58285121	0.97
tpcds_q76/duckdb:vortex-file-compressed	20811614	22239731	0.94
tpcds_q77/duckdb:vortex-file-compressed	28604284	26184001	1.09
tpcds_q78/duckdb:vortex-file-compressed	75488128	76526092	0.99
tpcds_q79/duckdb:vortex-file-compressed	34553631	34612742	1.00
tpcds_q80/duckdb:vortex-file-compressed	49211096	52335570	0.94
tpcds_q81/duckdb:vortex-file-compressed	31229961	29734314	1.05
tpcds_q82/duckdb:vortex-file-compressed	21934763	22330490	0.98
tpcds_q83/duckdb:vortex-file-compressed	29047013	29638288	0.98
tpcds_q84/duckdb:vortex-file-compressed	17852861	17162127	1.04
tpcds_q85/duckdb:vortex-file-compressed	46259500	46364168	1.00
tpcds_q86/duckdb:vortex-file-compressed	18548317	17350831	1.07
tpcds_q87/duckdb:vortex-file-compressed	37209889	39398186	0.94
tpcds_q88/duckdb:vortex-file-compressed	35131873	36506094	0.96
tpcds_q89/duckdb:vortex-file-compressed	19579226	19189161	1.02
tpcds_q90/duckdb:vortex-file-compressed	13499897	14202484	0.95
tpcds_q91/duckdb:vortex-file-compressed	29961077	30511201	0.98
tpcds_q92/duckdb:vortex-file-compressed	14707422	14358358	1.02
tpcds_q93/duckdb:vortex-file-compressed 🚨	28394337	25324544	1.12
tpcds_q94/duckdb:vortex-file-compressed	20794012	22653855	0.92
tpcds_q95/duckdb:vortex-file-compressed	147900574	148351407	1.00
tpcds_q96/duckdb:vortex-file-compressed	10797006	10154456	1.06
tpcds_q97/duckdb:vortex-file-compressed	37047544	37896411	0.98
tpcds_q98/duckdb:vortex-file-compressed	17479448	17689412	0.99
tpcds_q99/duckdb:vortex-file-compressed	31361709	33282713	0.94

duckdb / vortex-compact (1.000x ➖, 1↑ 0↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	24763622	24507690	1.01
tpcds_q02/duckdb:vortex-compact	57040488	57124885	1.00
tpcds_q03/duckdb:vortex-compact	57266470	56679512	1.01
tpcds_q04/duckdb:vortex-compact	111330627	104410736	1.07
tpcds_q05/duckdb:vortex-compact	37052196	38041935	0.97
tpcds_q06/duckdb:vortex-compact	38189136	37504461	1.02
tpcds_q07/duckdb:vortex-compact	36110458	34717374	1.04
tpcds_q08/duckdb:vortex-compact	35259602	33456397	1.05
tpcds_q09/duckdb:vortex-compact	57097915	57927837	0.99
tpcds_q10/duckdb:vortex-compact	47140636	47739880	0.99
tpcds_q11/duckdb:vortex-compact	62545243	64003339	0.98
tpcds_q12/duckdb:vortex-compact	18868506	20493355	0.92
tpcds_q13/duckdb:vortex-compact	48642047	49271517	0.99
tpcds_q14/duckdb:vortex-compact	120971361	119765160	1.01
tpcds_q15/duckdb:vortex-compact	45657093	44499127	1.03
tpcds_q16/duckdb:vortex-compact	34476169	34323324	1.00
tpcds_q17/duckdb:vortex-compact	46061958	48224419	0.96
tpcds_q18/duckdb:vortex-compact	57064626	56595699	1.01
tpcds_q19/duckdb:vortex-compact	39626852	38780887	1.02
tpcds_q20/duckdb:vortex-compact	20337617	20218715	1.01
tpcds_q21/duckdb:vortex-compact	27771854	28603467	0.97
tpcds_q22/duckdb:vortex-compact	110544869	111811344	0.99
tpcds_q23/duckdb:vortex-compact	106551230	103586920	1.03
tpcds_q24/duckdb:vortex-compact	64935405	66164424	0.98
tpcds_q25/duckdb:vortex-compact	47829167	48950397	0.98
tpcds_q26/duckdb:vortex-compact	49515782	48036550	1.03
tpcds_q27/duckdb:vortex-compact	62776652	66011719	0.95
tpcds_q28/duckdb:vortex-compact	86572168	83614321	1.04
tpcds_q29/duckdb:vortex-compact	47931592	45914659	1.04
tpcds_q30/duckdb:vortex-compact	29770566	29593844	1.01
tpcds_q31/duckdb:vortex-compact	34727739	34247179	1.01
tpcds_q32/duckdb:vortex-compact	23185094	23179344	1.00
tpcds_q33/duckdb:vortex-compact	30907142	30734075	1.01
tpcds_q34/duckdb:vortex-compact	25637094	25510923	1.00
tpcds_q35/duckdb:vortex-compact	68427006	67312541	1.02
tpcds_q36/duckdb:vortex-compact	34319753	34709523	0.99
tpcds_q37/duckdb:vortex-compact	32225147	31293367	1.03
tpcds_q38/duckdb:vortex-compact	41330300	38748737	1.07
tpcds_q39/duckdb:vortex-compact	52851771	55708270	0.95
tpcds_q40/duckdb:vortex-compact	29545772	28812103	1.03
tpcds_q41/duckdb:vortex-compact	17006273	16684583	1.02
tpcds_q42/duckdb:vortex-compact	15792022	16189900	0.98
tpcds_q43/duckdb:vortex-compact	38905717	38145535	1.02
tpcds_q44/duckdb:vortex-compact	31119410	30463653	1.02
tpcds_q45/duckdb:vortex-compact	30647842	30803396	0.99
tpcds_q46/duckdb:vortex-compact	56745951	57372907	0.99
tpcds_q47/duckdb:vortex-compact	56086977	55090508	1.02
tpcds_q48/duckdb:vortex-compact	40139374	40538984	0.99
tpcds_q49/duckdb:vortex-compact	43982091	44665154	0.98
tpcds_q50/duckdb:vortex-compact	46408919	46603423	1.00
tpcds_q51/duckdb:vortex-compact	100657997	103703134	0.97
tpcds_q52/duckdb:vortex-compact	17179692	16978634	1.01
tpcds_q53/duckdb:vortex-compact	28070043	27075619	1.04
tpcds_q54/duckdb:vortex-compact	34781439	33965600	1.02
tpcds_q55/duckdb:vortex-compact	16851150	16775764	1.00
tpcds_q56/duckdb:vortex-compact	30454089	30174787	1.01
tpcds_q57/duckdb:vortex-compact	46023294	49046663	0.94
tpcds_q58/duckdb:vortex-compact	46564584	43782192	1.06
tpcds_q59/duckdb:vortex-compact	99120777	98002760	1.01
tpcds_q60/duckdb:vortex-compact	30331607	29820909	1.02
tpcds_q61/duckdb:vortex-compact	52057500	51881063	1.00
tpcds_q62/duckdb:vortex-compact	25993088	26554973	0.98
tpcds_q63/duckdb:vortex-compact	27004478	27548122	0.98
tpcds_q64/duckdb:vortex-compact	101965267	101115001	1.01
tpcds_q65/duckdb:vortex-compact	30204927	31044899	0.97
tpcds_q66/duckdb:vortex-compact	38629875	38744839	1.00
tpcds_q67/duckdb:vortex-compact	148625389	150075749	0.99
tpcds_q68/duckdb:vortex-compact	51375581	51902064	0.99
tpcds_q69/duckdb:vortex-compact	48825362	47847147	1.02
tpcds_q70/duckdb:vortex-compact	35966394	35218380	1.02
tpcds_q71/duckdb:vortex-compact	25375913	25111447	1.01
tpcds_q72/duckdb:vortex-compact	191856318	192647735	1.00
tpcds_q73/duckdb:vortex-compact	25195367	25428671	0.99
tpcds_q74/duckdb:vortex-compact 🚀	66806300	86497294	0.77
tpcds_q75/duckdb:vortex-compact	69851600	68184332	1.02
tpcds_q76/duckdb:vortex-compact	39809420	37663285	1.06
tpcds_q77/duckdb:vortex-compact	36459859	38225639	0.95
tpcds_q78/duckdb:vortex-compact	86801235	81290171	1.07
tpcds_q79/duckdb:vortex-compact	54544807	53636461	1.02
tpcds_q80/duckdb:vortex-compact	65791424	65701237	1.00
tpcds_q81/duckdb:vortex-compact	35277082	34308644	1.03
tpcds_q82/duckdb:vortex-compact	32059522	31699723	1.01
tpcds_q83/duckdb:vortex-compact	44881091	45637365	0.98
tpcds_q84/duckdb:vortex-compact	22401724	22633738	0.99
tpcds_q85/duckdb:vortex-compact	57373992	60590722	0.95
tpcds_q86/duckdb:vortex-compact	20354721	19706644	1.03
tpcds_q87/duckdb:vortex-compact	42100793	41089520	1.02
tpcds_q88/duckdb:vortex-compact	39539954	39229903	1.01
tpcds_q89/duckdb:vortex-compact	27369141	27142082	1.01
tpcds_q90/duckdb:vortex-compact	15603680	15392862	1.01
tpcds_q91/duckdb:vortex-compact	51436809	52754229	0.98
tpcds_q92/duckdb:vortex-compact	20514760	20658517	0.99
tpcds_q93/duckdb:vortex-compact	31795068	31497012	1.01
tpcds_q94/duckdb:vortex-compact	24292169	25875992	0.94
tpcds_q95/duckdb:vortex-compact	137602038	143375556	0.96
tpcds_q96/duckdb:vortex-compact	13512209	13276508	1.02
tpcds_q97/duckdb:vortex-compact	40999951	40339828	1.02
tpcds_q98/duckdb:vortex-compact	23983442	23886364	1.00
tpcds_q99/duckdb:vortex-compact	34069016	33611170	1.01

duckdb / parquet (1.002x ➖, 1↑ 1↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	28051411	29625261	0.95
tpcds_q02/duckdb:parquet	22706889	23358113	0.97
tpcds_q03/duckdb:parquet	11315366	11264269	1.00
tpcds_q04/duckdb:parquet	166053816	168338662	0.99
tpcds_q05/duckdb:parquet	30026892	30259103	0.99
tpcds_q06/duckdb:parquet	26925490	27786000	0.97
tpcds_q07/duckdb:parquet	20613040	20522274	1.00
tpcds_q08/duckdb:parquet	26905301	26600772	1.01
tpcds_q09/duckdb:parquet	38739902	39648980	0.98
tpcds_q10/duckdb:parquet	32596265	33998940	0.96
tpcds_q11/duckdb:parquet	88430986	82100694	1.08
tpcds_q12/duckdb:parquet	14065818	14255669	0.99
tpcds_q13/duckdb:parquet	33012671	32373330	1.02
tpcds_q14/duckdb:parquet	98608725	99722681	0.99
tpcds_q15/duckdb:parquet	28193594	28777464	0.98
tpcds_q16/duckdb:parquet	20947985	21887899	0.96
tpcds_q17/duckdb:parquet	37311460	37549090	0.99
tpcds_q18/duckdb:parquet	44550548	44334391	1.00
tpcds_q19/duckdb:parquet	28714546	27880561	1.03
tpcds_q20/duckdb:parquet	15126801	15415753	0.98
tpcds_q21/duckdb:parquet 🚀	10141574	11348918	0.89
tpcds_q22/duckdb:parquet	67664194	68739095	0.98
tpcds_q23/duckdb:parquet	80234798	78180860	1.03
tpcds_q24/duckdb:parquet	44460093	42387817	1.05
tpcds_q25/duckdb:parquet	32103106	32497595	0.99
tpcds_q26/duckdb:parquet	35244382	37346273	0.94
tpcds_q27/duckdb:parquet	48699831	47819749	1.02
tpcds_q28/duckdb:parquet	38069396	37620981	1.01
tpcds_q29/duckdb:parquet	33709979	35691616	0.94
tpcds_q30/duckdb:parquet	33186296	33687044	0.99
tpcds_q31/duckdb:parquet	24033173	22875881	1.05
tpcds_q32/duckdb:parquet	11019241	11495295	0.96
tpcds_q33/duckdb:parquet	20631255	20381321	1.01
tpcds_q34/duckdb:parquet	20025197	20569892	0.97
tpcds_q35/duckdb:parquet	55143055	55571512	0.99
tpcds_q36/duckdb:parquet	19265755	19449544	0.99
tpcds_q37/duckdb:parquet	12835067	11895877	1.08
tpcds_q38/duckdb:parquet	33105847	32183503	1.03
tpcds_q39/duckdb:parquet	29047753	29471580	0.99
tpcds_q40/duckdb:parquet	17527883	17539263	1.00
tpcds_q41/duckdb:parquet	7758007	7489457	1.04
tpcds_q42/duckdb:parquet	9099765	9604199	0.95
tpcds_q43/duckdb:parquet	15815903	14806888	1.07
tpcds_q44/duckdb:parquet	21553087	21577567	1.00
tpcds_q45/duckdb:parquet	26473772	25510444	1.04
tpcds_q46/duckdb:parquet	42664088	42743389	1.00
tpcds_q47/duckdb:parquet	43835440	43917617	1.00
tpcds_q48/duckdb:parquet	28883487	28764111	1.00
tpcds_q49/duckdb:parquet	23574802	23955797	0.98
tpcds_q50/duckdb:parquet	24088530	23850395	1.01
tpcds_q51/duckdb:parquet	98015992	93549247	1.05
tpcds_q52/duckdb:parquet	10406972	10948393	0.95
tpcds_q53/duckdb:parquet	14657449	14844019	0.99
tpcds_q54/duckdb:parquet	25507106	25066135	1.02
tpcds_q55/duckdb:parquet	9853519	9620567	1.02
tpcds_q56/duckdb:parquet	20253205	20443594	0.99
tpcds_q57/duckdb:parquet	34145626	33358267	1.02
tpcds_q58/duckdb:parquet	21916621	22312188	0.98
tpcds_q59/duckdb:parquet	35599880	34583687	1.03
tpcds_q60/duckdb:parquet	21182426	21870639	0.97
tpcds_q61/duckdb:parquet	30610355	30176420	1.01
tpcds_q62/duckdb:parquet	12166288	11578257	1.05
tpcds_q63/duckdb:parquet	13714821	13620872	1.01
tpcds_q64/duckdb:parquet	73628089	73637534	1.00
tpcds_q65/duckdb:parquet	19157250	19228283	1.00
tpcds_q66/duckdb:parquet 🚨	29591067	26750637	1.11
tpcds_q67/duckdb:parquet	133021790	132810528	1.00
tpcds_q68/duckdb:parquet	35989799	35686846	1.01
tpcds_q69/duckdb:parquet	36187510	35855030	1.01
tpcds_q70/duckdb:parquet	19672829	18850866	1.04
tpcds_q71/duckdb:parquet	18989116	18215836	1.04
tpcds_q72/duckdb:parquet	164679267	162878476	1.01
tpcds_q73/duckdb:parquet	17383874	17778992	0.98
tpcds_q74/duckdb:parquet	126171853	126549752	1.00
tpcds_q75/duckdb:parquet	52699417	51380110	1.03
tpcds_q76/duckdb:parquet	19371909	19229419	1.01
tpcds_q77/duckdb:parquet	21195430	21373188	0.99
tpcds_q78/duckdb:parquet	73732116	72839982	1.01
tpcds_q79/duckdb:parquet	26917152	26963488	1.00
tpcds_q80/duckdb:parquet	39957480	41265164	0.97
tpcds_q81/duckdb:parquet	31167607	31731823	0.98
tpcds_q82/duckdb:parquet	13872637	12911270	1.07
tpcds_q83/duckdb:parquet	16302376	16672173	0.98
tpcds_q84/duckdb:parquet	18908980	18799053	1.01
tpcds_q85/duckdb:parquet	37763681	35996433	1.05
tpcds_q86/duckdb:parquet	12328060	12124511	1.02
tpcds_q87/duckdb:parquet	36509967	36555699	1.00
tpcds_q88/duckdb:parquet	48393236	48190506	1.00
tpcds_q89/duckdb:parquet	16041653	17014055	0.94
tpcds_q90/duckdb:parquet	7062012	7176188	0.98
tpcds_q91/duckdb:parquet	22652046	21434352	1.06
tpcds_q92/duckdb:parquet	11507353	10969132	1.05
tpcds_q93/duckdb:parquet	28725454	29212106	0.98
tpcds_q94/duckdb:parquet	17270904	16689264	1.03
tpcds_q95/duckdb:parquet	140743896	141295284	1.00
tpcds_q96/duckdb:parquet	8387381	8677221	0.97
tpcds_q97/duckdb:parquet	34862230	35098525	0.99
tpcds_q98/duckdb:parquet	17107492	17172608	1.00
tpcds_q99/duckdb:parquet	19120214	19304484	0.99

duckdb / duckdb (1.005x ➖, 1↑ 5↓)

name	PR 6b83bac (ns)	base 7e0af3c (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19871246	19627408	1.01
tpcds_q02/duckdb:duckdb	17845352	18351204	0.97
tpcds_q03/duckdb:duckdb	8115456	8150469	1.00
tpcds_q04/duckdb:duckdb	169970500	174290731	0.98
tpcds_q05/duckdb:duckdb	17676208	18295862	0.97
tpcds_q06/duckdb:duckdb	21786395	22040621	0.99
tpcds_q07/duckdb:duckdb	38202033	38029197	1.00
tpcds_q08/duckdb:duckdb	119976201	120537744	1.00
tpcds_q09/duckdb:duckdb	19341774	19521049	0.99
tpcds_q10/duckdb:duckdb	22792049	23355638	0.98
tpcds_q11/duckdb:duckdb	83735772	89950279	0.93
tpcds_q12/duckdb:duckdb	10072093	10763272	0.94
tpcds_q13/duckdb:duckdb	23245964	23309992	1.00
tpcds_q14/duckdb:duckdb	90551770	91572490	0.99
tpcds_q15/duckdb:duckdb	24294592	23939731	1.01
tpcds_q16/duckdb:duckdb	17799828	16376336	1.09
tpcds_q17/duckdb:duckdb	20890580	20759145	1.01
tpcds_q18/duckdb:duckdb	43882341	42237721	1.04
tpcds_q19/duckdb:duckdb	17303827	15886044	1.09
tpcds_q20/duckdb:duckdb	11532130	11849417	0.97
tpcds_q21/duckdb:duckdb	6387930	6320826	1.01
tpcds_q22/duckdb:duckdb	60170418	62909901	0.96
tpcds_q23/duckdb:duckdb	76565827	71764820	1.07
tpcds_q24/duckdb:duckdb	24514303	23688675	1.03
tpcds_q25/duckdb:duckdb	17554935	17768417	0.99
tpcds_q26/duckdb:duckdb	25675312	26046188	0.99
tpcds_q27/duckdb:duckdb 🚨	39052533	34499101	1.13
tpcds_q28/duckdb:duckdb	21278757	21336455	1.00
tpcds_q29/duckdb:duckdb	19626225	20445757	0.96
tpcds_q30/duckdb:duckdb	28133623	28132631	1.00
tpcds_q31/duckdb:duckdb	47941562	46299266	1.04
tpcds_q32/duckdb:duckdb	7182922	7041779	1.02
tpcds_q33/duckdb:duckdb	12108041	12275433	0.99
tpcds_q34/duckdb:duckdb	14617249	15057642	0.97
tpcds_q35/duckdb:duckdb	32248333	32297640	1.00
tpcds_q36/duckdb:duckdb	69017351	66754862	1.03
tpcds_q37/duckdb:duckdb 🚀	6458087	7271330	0.89
tpcds_q38/duckdb:duckdb	29644676	29375952	1.01
tpcds_q39/duckdb:duckdb 🚨	25944999	23569770	1.10
tpcds_q40/duckdb:duckdb	12062004	13074186	0.92
tpcds_q41/duckdb:duckdb	7472100	7981064	0.94
tpcds_q42/duckdb:duckdb	6375359	6044241	1.05
tpcds_q43/duckdb:duckdb	10883508	10939650	0.99
tpcds_q44/duckdb:duckdb	13230690	13480797	0.98
tpcds_q45/duckdb:duckdb 🚨	18162515	16250647	1.12
tpcds_q46/duckdb:duckdb	34489218	36372864	0.95
tpcds_q47/duckdb:duckdb	40243057	39761003	1.01
tpcds_q48/duckdb:duckdb	21680606	21269018	1.02
tpcds_q49/duckdb:duckdb	16985611	16303333	1.04
tpcds_q50/duckdb:duckdb	13388139	13909049	0.96
tpcds_q51/duckdb:duckdb	89851103	91011774	0.99
tpcds_q52/duckdb:duckdb	7394250	7058240	1.05
tpcds_q53/duckdb:duckdb	12799247	12421973	1.03
tpcds_q54/duckdb:duckdb	16994288	16338870	1.04
tpcds_q55/duckdb:duckdb	6744812	6309010	1.07
tpcds_q56/duckdb:duckdb	13137429	13296924	0.99
tpcds_q57/duckdb:duckdb	30656748	31557203	0.97
tpcds_q58/duckdb:duckdb	11709672	11857266	0.99
tpcds_q59/duckdb:duckdb	35156837	34999145	1.00
tpcds_q60/duckdb:duckdb	14493796	14046447	1.03
tpcds_q61/duckdb:duckdb	13360750	13850155	0.96
tpcds_q62/duckdb:duckdb	9167045	8829084	1.04
tpcds_q63/duckdb:duckdb	11853075	11659691	1.02
tpcds_q64/duckdb:duckdb	50921958	53140791	0.96
tpcds_q65/duckdb:duckdb	31326050	30682008	1.02
tpcds_q66/duckdb:duckdb	24773134	24017068	1.03
tpcds_q67/duckdb:duckdb	127807580	127609365	1.00
tpcds_q68/duckdb:duckdb	24491126	24390385	1.00
tpcds_q69/duckdb:duckdb	23475689	23354868	1.01
tpcds_q70/duckdb:duckdb	14119069	14032542	1.01
tpcds_q71/duckdb:duckdb 🚨	12395670	11235355	1.10
tpcds_q72/duckdb:duckdb	41839947	39897098	1.05
tpcds_q73/duckdb:duckdb	10416310	10578535	0.98
tpcds_q74/duckdb:duckdb	141083194	143443269	0.98
tpcds_q75/duckdb:duckdb	41472616	42025877	0.99
tpcds_q76/duckdb:duckdb	12702665	11794923	1.08
tpcds_q77/duckdb:duckdb	11743819	11506594	1.02
tpcds_q78/duckdb:duckdb	60652601	61232640	0.99
tpcds_q79/duckdb:duckdb	17374824	17554990	0.99
tpcds_q80/duckdb:duckdb	27588351	27510783	1.00
tpcds_q81/duckdb:duckdb	37218728	38731054	0.96
tpcds_q82/duckdb:duckdb	7799604	8245656	0.95
tpcds_q83/duckdb:duckdb	8867912	9081712	0.98
tpcds_q84/duckdb:duckdb	13287420	13985268	0.95
tpcds_q85/duckdb:duckdb	22696674	23628182	0.96
tpcds_q86/duckdb:duckdb	10807442	10367421	1.04
tpcds_q87/duckdb:duckdb	34098663	32227994	1.06
tpcds_q88/duckdb:duckdb	24525971	24418546	1.00
tpcds_q89/duckdb:duckdb	14134663	13761698	1.03
tpcds_q90/duckdb:duckdb	5394413	5130165	1.05
tpcds_q91/duckdb:duckdb	12775060	12407168	1.03
tpcds_q92/duckdb:duckdb	7969155	8608231	0.93
tpcds_q93/duckdb:duckdb	21384525	22432574	0.95
tpcds_q94/duckdb:duckdb	13178134	12853562	1.03
tpcds_q95/duckdb:duckdb 🚨	127417949	106429163	1.20
tpcds_q96/duckdb:duckdb	4470498	4461742	1.00
tpcds_q97/duckdb:duckdb	29385966	30018358	0.98
tpcds_q98/duckdb:duckdb	12805925	12731857	1.01
tpcds_q99/duckdb:duckdb	16132115	16361980	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+7.3%	-3.9%	+11.7%	+10.0%	🚨 regression
1	datafusion:vortex-file-compressed	+2.0%	-3.9%	+6.2%	+11.8%	➖ noise
1	duckdb:duckdb	+1.2%	-3.9%	+5.4%	+13.7%	➖ noise
1	duckdb:vortex-compact	+1.0%	-3.9%	+5.2%	+10.7%	➖ noise
1	duckdb:vortex-file-compressed	+0.3%	-3.9%	+4.4%	+10.1%	➖ noise
2	datafusion:vortex-compact	+1.5%	-2.7%	+4.4%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+1.3%	-2.7%	+4.1%	+10.0%	➖ noise
2	duckdb:duckdb	-2.8%	-2.7%	-0.0%	+10.0%	➖ noise
2	duckdb:vortex-compact	-0.1%	-2.7%	+2.6%	+27.9%	➖ noise
2	duckdb:vortex-file-compressed	+2.0%	-2.7%	+4.9%	+23.3%	➖ noise
3	datafusion:vortex-compact	+5.5%	-4.0%	+9.9%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+1.3%	-4.0%	+5.5%	+10.0%	➖ noise
3	duckdb:duckdb	-0.4%	-4.0%	+3.7%	+16.3%	➖ noise
3	duckdb:vortex-compact	+1.0%	-4.0%	+5.3%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+5.0%	-4.0%	+9.4%	+10.0%	➖ noise
4	datafusion:vortex-compact	+0.2%	-1.5%	+1.8%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.4%	-1.5%	+4.0%	+10.0%	➖ noise
4	duckdb:duckdb	-2.5%	-1.5%	-1.0%	+10.7%	➖ noise
4	duckdb:vortex-compact	+6.6%	-1.5%	+8.3%	+15.2%	➖ noise
4	duckdb:vortex-file-compressed	+4.6%	-1.5%	+6.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	-7.0%	-0.3%	-6.8%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.4%	-0.3%	+1.6%	+11.0%	➖ noise
5	duckdb:duckdb	-3.4%	-0.3%	-3.1%	+12.8%	➖ noise
5	duckdb:vortex-compact	-2.6%	-0.3%	-2.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.7%	-0.3%	-2.5%	+11.0%	➖ noise
6	datafusion:vortex-compact	+4.0%	-0.9%	+4.9%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.1%	-0.9%	+1.9%	+10.0%	➖ noise
6	duckdb:duckdb	-1.2%	-0.9%	-0.3%	+12.8%	➖ noise
6	duckdb:vortex-compact	+1.8%	-0.9%	+2.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-2.6%	-0.9%	-1.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	+3.7%	+0.7%	+3.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+6.4%	+0.7%	+5.7%	+11.0%	➖ noise
7	duckdb:duckdb	+0.5%	+0.7%	-0.2%	+20.3%	➖ noise
7	duckdb:vortex-compact	+4.0%	+0.7%	+3.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.2%	+0.7%	-0.9%	+10.0%	➖ noise
8	datafusion:vortex-compact	-2.0%	+2.5%	-4.4%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.0%	+2.5%	-3.4%	+10.3%	➖ noise
8	duckdb:duckdb	-0.5%	+2.5%	-2.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	+5.4%	+2.5%	+2.8%	+10.6%	➖ noise
8	duckdb:vortex-file-compressed	+2.9%	+2.5%	+0.4%	+10.5%	➖ noise
9	datafusion:vortex-compact	-0.8%	+0.7%	-1.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+4.0%	+0.7%	+3.3%	+10.0%	➖ noise
9	duckdb:duckdb	-0.9%	+0.7%	-1.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.4%	+0.7%	-2.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.7%	+0.7%	+1.9%	+10.0%	➖ noise
10	datafusion:vortex-compact	+1.7%	+0.0%	+1.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+0.1%	+0.0%	+0.1%	+10.0%	➖ noise
10	duckdb:duckdb	-2.4%	+0.0%	-2.5%	+21.8%	➖ noise
10	duckdb:vortex-compact	-1.3%	+0.0%	-1.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+2.8%	+0.0%	+2.8%	+10.0%	➖ noise
11	datafusion:vortex-compact	+2.9%	+2.7%	+0.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-0.3%	+2.7%	-2.9%	+10.0%	➖ noise
11	duckdb:duckdb	-6.9%	+2.7%	-9.4%	+15.3%	➖ noise
11	duckdb:vortex-compact	-2.3%	+2.7%	-4.8%	+11.7%	➖ noise
11	duckdb:vortex-file-compressed	+6.9%	+2.7%	+4.1%	+13.5%	➖ noise
12	datafusion:vortex-compact	-0.3%	-0.9%	+0.6%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-2.4%	-0.9%	-1.5%	+10.0%	➖ noise
12	duckdb:duckdb	-6.4%	-0.9%	-5.6%	+16.8%	➖ noise
12	duckdb:vortex-compact	-7.9%	-0.9%	-7.1%	+13.9%	➖ noise
12	duckdb:vortex-file-compressed	+0.6%	-0.9%	+1.4%	+16.2%	➖ noise
13	datafusion:vortex-compact	-4.2%	+0.4%	-4.6%	+10.3%	➖ noise
13	datafusion:vortex-file-compressed	-3.1%	+0.4%	-3.5%	+10.0%	➖ noise
13	duckdb:duckdb	-0.3%	+0.4%	-0.7%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.3%	+0.4%	-1.7%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-3.2%	+0.4%	-3.6%	+13.9%	➖ noise
14	datafusion:vortex-compact	-0.7%	-1.3%	+0.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.3%	-1.3%	-0.0%	+10.0%	➖ noise
14	duckdb:duckdb	-1.1%	-1.3%	+0.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+1.0%	-1.3%	+2.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.9%	-1.3%	+3.2%	+10.0%	➖ noise
15	datafusion:vortex-compact	+1.0%	-1.4%	+2.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.5%	-1.4%	+4.0%	+12.6%	➖ noise
15	duckdb:duckdb	+1.5%	-1.4%	+2.9%	+12.9%	➖ noise
15	duckdb:vortex-compact	+2.6%	-1.4%	+4.1%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.6%	-1.4%	+2.1%	+10.0%	➖ noise
16	datafusion:vortex-compact	+2.6%	-0.3%	+2.8%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.5%	-0.3%	+0.7%	+10.3%	➖ noise
16	duckdb:duckdb	+8.7%	-0.3%	+9.0%	+13.7%	➖ noise
16	duckdb:vortex-compact	+0.4%	-0.3%	+0.7%	+10.4%	➖ noise
16	duckdb:vortex-file-compressed	+1.4%	-0.3%	+1.6%	+10.0%	➖ noise
17	datafusion:vortex-compact	+1.2%	+1.2%	-0.0%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.0%	+1.2%	-0.2%	+10.0%	➖ noise
17	duckdb:duckdb	+0.6%	+1.2%	-0.6%	+10.0%	➖ noise
17	duckdb:vortex-compact	-4.5%	+1.2%	-5.6%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-0.2%	+1.2%	-1.4%	+10.1%	➖ noise
18	datafusion:vortex-compact	+2.7%	+0.4%	+2.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+4.3%	+0.4%	+3.9%	+10.0%	➖ noise
18	duckdb:duckdb	+3.9%	+0.4%	+3.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	+0.8%	+0.4%	+0.4%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-0.8%	+0.4%	-1.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	+1.5%	+3.4%	-1.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+0.5%	+3.4%	-2.8%	+10.1%	➖ noise
19	duckdb:duckdb	+8.9%	+3.4%	+5.3%	+10.9%	➖ noise
19	duckdb:vortex-compact	+2.2%	+3.4%	-1.2%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+0.7%	+3.4%	-2.6%	+10.8%	➖ noise
20	datafusion:vortex-compact	+1.0%	+1.0%	-0.0%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+0.9%	+1.0%	-0.1%	+10.0%	➖ noise
20	duckdb:duckdb	-2.7%	+1.0%	-3.7%	+10.0%	➖ noise
20	duckdb:vortex-compact	+0.6%	+1.0%	-0.4%	+11.9%	➖ noise
20	duckdb:vortex-file-compressed	-1.1%	+1.0%	-2.1%	+19.1%	➖ noise
21	datafusion:vortex-compact	-0.0%	-5.4%	+5.7%	+10.7%	➖ noise
21	datafusion:vortex-file-compressed	-0.5%	-5.4%	+5.1%	+11.4%	➖ noise
21	duckdb:duckdb	+1.1%	-5.4%	+6.8%	+22.3%	➖ noise
21	duckdb:vortex-compact	-2.9%	-5.4%	+2.6%	+15.1%	➖ noise
21	duckdb:vortex-file-compressed	-3.3%	-5.4%	+2.2%	+18.9%	➖ noise
22	datafusion:vortex-compact	+1.8%	+2.5%	-0.8%	+11.0%	➖ noise
22	datafusion:vortex-file-compressed	-2.7%	+2.5%	-5.1%	+13.5%	➖ noise
22	duckdb:duckdb	-4.4%	+2.5%	-6.7%	+13.0%	➖ noise
22	duckdb:vortex-compact	-1.1%	+2.5%	-3.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+3.7%	+2.5%	+1.1%	+11.1%	➖ noise
23	datafusion:vortex-compact	+0.4%	+1.9%	-1.5%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+0.1%	+1.9%	-1.8%	+10.0%	➖ noise
23	duckdb:duckdb	+6.7%	+1.9%	+4.7%	+10.2%	➖ noise
23	duckdb:vortex-compact	+2.9%	+1.9%	+0.9%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+2.6%	+1.9%	+0.7%	+10.0%	➖ noise
24	datafusion:vortex-compact	+2.5%	+2.1%	+0.5%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+1.8%	+2.1%	-0.2%	+10.0%	➖ noise
24	duckdb:duckdb	+3.5%	+2.1%	+1.4%	+18.9%	➖ noise
24	duckdb:vortex-compact	-1.9%	+2.1%	-3.8%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-1.1%	+2.1%	-3.1%	+10.3%	➖ noise
25	datafusion:vortex-compact	-1.1%	-2.1%	+1.0%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+0.0%	-2.1%	+2.2%	+10.0%	➖ noise
25	duckdb:duckdb	-1.2%	-2.1%	+0.9%	+10.1%	➖ noise
25	duckdb:vortex-compact	-2.3%	-2.1%	-0.2%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+3.6%	-2.1%	+5.8%	+10.0%	➖ noise
26	datafusion:vortex-compact	+1.9%	-2.1%	+4.1%	+11.5%	➖ noise
26	datafusion:vortex-file-compressed	+0.3%	-2.1%	+2.5%	+10.2%	➖ noise
26	duckdb:duckdb	-1.4%	-2.1%	+0.7%	+11.9%	➖ noise
26	duckdb:vortex-compact	+3.1%	-2.1%	+5.3%	+13.4%	➖ noise
26	duckdb:vortex-file-compressed	-0.6%	-2.1%	+1.6%	+12.2%	➖ noise
27	datafusion:vortex-compact	+3.0%	+0.5%	+2.5%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+0.6%	+0.5%	+0.2%	+10.0%	➖ noise
27	duckdb:duckdb	+13.2%	+0.5%	+12.7%	+20.5%	➖ noise
27	duckdb:vortex-compact	-4.9%	+0.5%	-5.3%	+14.6%	➖ noise
27	duckdb:vortex-file-compressed	+6.9%	+0.5%	+6.5%	+15.7%	➖ noise
28	datafusion:vortex-compact	+1.2%	+0.5%	+0.7%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+1.2%	+0.5%	+0.7%	+10.0%	➖ noise
28	duckdb:duckdb	-0.3%	+0.5%	-0.7%	+10.0%	➖ noise
28	duckdb:vortex-compact	+3.5%	+0.5%	+3.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+1.9%	+0.5%	+1.5%	+10.0%	➖ noise
29	datafusion:vortex-compact	+1.0%	-2.3%	+3.3%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-1.3%	-2.3%	+1.0%	+10.0%	➖ noise
29	duckdb:duckdb	-4.0%	-2.3%	-1.8%	+10.0%	➖ noise
29	duckdb:vortex-compact	+4.4%	-2.3%	+6.8%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-1.7%	-2.3%	+0.6%	+11.7%	➖ noise
30	datafusion:vortex-compact	+1.2%	-1.2%	+2.4%	+13.7%	➖ noise
30	datafusion:vortex-file-compressed	-4.7%	-1.2%	-3.5%	+11.3%	➖ noise
30	duckdb:duckdb	+0.0%	-1.2%	+1.3%	+10.0%	➖ noise
30	duckdb:vortex-compact	+0.6%	-1.2%	+1.9%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.8%	-1.2%	+2.1%	+10.0%	➖ noise
31	datafusion:vortex-compact	-0.6%	+4.0%	-4.4%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+0.5%	+4.0%	-3.4%	+10.0%	➖ noise
31	duckdb:duckdb	+3.5%	+4.0%	-0.4%	+10.0%	➖ noise
31	duckdb:vortex-compact	+1.4%	+4.0%	-2.5%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+2.5%	+4.0%	-1.4%	+10.0%	➖ noise
32	datafusion:vortex-compact	+4.1%	-4.3%	+8.8%	+13.4%	➖ noise
32	datafusion:vortex-file-compressed	-0.2%	-4.3%	+4.3%	+10.6%	➖ noise
32	duckdb:duckdb	+2.0%	-4.3%	+6.5%	+18.0%	➖ noise
32	duckdb:vortex-compact	+0.0%	-4.3%	+4.5%	+12.6%	➖ noise
32	duckdb:vortex-file-compressed	+3.2%	-4.3%	+7.8%	+15.0%	➖ noise
33	datafusion:vortex-compact	+0.9%	+0.4%	+0.5%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+2.3%	+0.4%	+1.9%	+10.0%	➖ noise
33	duckdb:duckdb	-1.4%	+0.4%	-1.7%	+10.0%	➖ noise
33	duckdb:vortex-compact	+0.6%	+0.4%	+0.2%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+4.3%	+0.4%	+3.9%	+14.1%	➖ noise
34	datafusion:vortex-compact	-0.8%	+2.4%	-3.1%	+11.0%	➖ noise
34	datafusion:vortex-file-compressed	-1.8%	+2.4%	-4.0%	+10.0%	➖ noise
34	duckdb:duckdb	-2.9%	+2.4%	-5.2%	+10.3%	➖ noise
34	duckdb:vortex-compact	+0.5%	+2.4%	-1.8%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-4.6%	+2.4%	-6.8%	+12.7%	➖ noise
35	datafusion:vortex-compact	+0.5%	-1.3%	+1.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+0.1%	-1.3%	+1.4%	+10.0%	➖ noise
35	duckdb:duckdb	-0.2%	-1.3%	+1.1%	+12.5%	➖ noise
35	duckdb:vortex-compact	+1.7%	-1.3%	+3.0%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+3.2%	-1.3%	+4.5%	+12.4%	➖ noise
36	datafusion:vortex-compact	+2.9%	-0.2%	+3.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-0.7%	-0.2%	-0.5%	+10.0%	➖ noise
36	duckdb:duckdb	+3.4%	-0.2%	+3.5%	+10.8%	➖ noise
36	duckdb:vortex-compact	-1.1%	-0.2%	-1.0%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+1.8%	-0.2%	+2.0%	+14.9%	➖ noise
37	datafusion:vortex-compact	+1.2%	+2.9%	-1.7%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-5.0%	+2.9%	-7.7%	+10.0%	➖ noise
37	duckdb:duckdb	-11.2%	+2.9%	-13.7%	+14.9%	✅ faster
37	duckdb:vortex-compact	+3.0%	+2.9%	+0.1%	+11.3%	➖ noise
37	duckdb:vortex-file-compressed	+0.4%	+2.9%	-2.5%	+23.9%	➖ noise
38	datafusion:vortex-compact	-0.3%	+2.3%	-2.6%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-5.8%	+2.3%	-7.9%	+10.0%	➖ noise
38	duckdb:duckdb	+0.9%	+2.3%	-1.4%	+17.6%	➖ noise
38	duckdb:vortex-compact	+6.7%	+2.3%	+4.3%	+15.9%	➖ noise
38	duckdb:vortex-file-compressed	+0.5%	+2.3%	-1.8%	+15.7%	➖ noise
39	datafusion:vortex-compact	-7.9%	-0.3%	-7.7%	+20.1%	➖ noise
39	datafusion:vortex-file-compressed	+3.0%	-0.3%	+3.3%	+13.8%	➖ noise
39	duckdb:duckdb	+10.1%	-0.3%	+10.4%	+21.2%	➖ noise
39	duckdb:vortex-compact	-5.1%	-0.3%	-4.9%	+14.0%	➖ noise
39	duckdb:vortex-file-compressed	+10.3%	-0.3%	+10.6%	+17.7%	➖ noise
40	datafusion:vortex-compact	-5.0%	+1.9%	-6.8%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-0.6%	+1.9%	-2.4%	+11.2%	➖ noise
40	duckdb:duckdb	-7.7%	+1.9%	-9.5%	+17.4%	➖ noise
40	duckdb:vortex-compact	+2.5%	+1.9%	+0.6%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	+1.0%	+1.9%	-0.9%	+16.4%	➖ noise
41	datafusion:vortex-compact	+12.6%	+2.8%	+9.5%	+11.5%	➖ noise
41	datafusion:vortex-file-compressed	+3.2%	+2.8%	+0.3%	+12.8%	➖ noise
41	duckdb:duckdb	-6.4%	+2.8%	-8.9%	+10.0%	➖ noise
41	duckdb:vortex-compact	+1.9%	+2.8%	-0.9%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+0.7%	+2.8%	-2.1%	+13.8%	➖ noise
42	datafusion:vortex-compact	+2.7%	-3.8%	+6.8%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	-4.5%	-3.8%	-0.8%	+13.9%	➖ noise
42	duckdb:duckdb	+5.5%	-3.8%	+9.6%	+14.3%	➖ noise
42	duckdb:vortex-compact	-2.5%	-3.8%	+1.4%	+28.7%	➖ noise
42	duckdb:vortex-file-compressed	-0.1%	-3.8%	+3.8%	+48.6%	➖ noise
43	datafusion:vortex-compact	+1.5%	+3.3%	-1.8%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	-0.2%	+3.3%	-3.4%	+10.0%	➖ noise
43	duckdb:duckdb	-0.5%	+3.3%	-3.7%	+11.1%	➖ noise
43	duckdb:vortex-compact	+2.0%	+3.3%	-1.3%	+26.6%	➖ noise
43	duckdb:vortex-file-compressed	+0.4%	+3.3%	-2.9%	+10.0%	➖ noise
44	datafusion:vortex-compact	+1.4%	-0.2%	+1.6%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+1.2%	-0.2%	+1.4%	+10.0%	➖ noise
44	duckdb:duckdb	-1.9%	-0.2%	-1.7%	+10.0%	➖ noise
44	duckdb:vortex-compact	+2.2%	-0.2%	+2.3%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-2.3%	-0.2%	-2.2%	+10.0%	➖ noise
45	datafusion:vortex-compact	+1.8%	+0.7%	+1.0%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-0.5%	+0.7%	-1.2%	+10.0%	➖ noise
45	duckdb:duckdb	+11.8%	+0.7%	+11.0%	+23.3%	➖ noise
45	duckdb:vortex-compact	-0.5%	+0.7%	-1.2%	+10.6%	➖ noise
45	duckdb:vortex-file-compressed	-3.2%	+0.7%	-3.9%	+10.0%	➖ noise
46	datafusion:vortex-compact	+0.4%	-0.9%	+1.3%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-2.3%	-0.9%	-1.5%	+10.0%	➖ noise
46	duckdb:duckdb	-5.2%	-0.9%	-4.3%	+10.0%	➖ noise
46	duckdb:vortex-compact	-1.1%	-0.9%	-0.2%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+1.2%	-0.9%	+2.1%	+10.0%	➖ noise
47	datafusion:vortex-compact	+0.5%	-0.1%	+0.6%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	-0.3%	-0.1%	-0.2%	+10.0%	➖ noise
47	duckdb:duckdb	+1.2%	-0.1%	+1.3%	+10.0%	➖ noise
47	duckdb:vortex-compact	+1.8%	-0.1%	+1.9%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+0.9%	-0.1%	+1.0%	+10.0%	➖ noise
48	datafusion:vortex-compact	-1.8%	-0.3%	-1.5%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+2.4%	-0.3%	+2.8%	+11.0%	➖ noise
48	duckdb:duckdb	+1.9%	-0.3%	+2.3%	+10.0%	➖ noise
48	duckdb:vortex-compact	-1.0%	-0.3%	-0.6%	+10.2%	➖ noise
48	duckdb:vortex-file-compressed	-4.0%	-0.3%	-3.6%	+10.0%	➖ noise
49	datafusion:vortex-compact	-0.4%	-2.0%	+1.7%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+2.0%	-2.0%	+4.1%	+10.0%	➖ noise
49	duckdb:duckdb	+4.2%	-2.0%	+6.4%	+15.9%	➖ noise
49	duckdb:vortex-compact	-1.5%	-2.0%	+0.5%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	+3.3%	-2.0%	+5.5%	+10.0%	➖ noise
50	datafusion:vortex-compact	+1.6%	-0.1%	+1.7%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-2.1%	-0.1%	-2.0%	+10.0%	➖ noise
50	duckdb:duckdb	-3.7%	-0.1%	-3.7%	+10.3%	➖ noise
50	duckdb:vortex-compact	-0.4%	-0.1%	-0.3%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+4.1%	-0.1%	+4.2%	+10.0%	➖ noise
51	datafusion:vortex-compact	+0.4%	+0.3%	+0.1%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	-3.6%	+0.3%	-3.9%	+10.3%	➖ noise
51	duckdb:duckdb	-1.3%	+0.3%	-1.5%	+11.0%	➖ noise
51	duckdb:vortex-compact	-2.9%	+0.3%	-3.2%	+10.0%	➖ noise
51	duckdb:vortex-file-compressed	+8.0%	+0.3%	+7.7%	+23.2%	➖ noise
52	datafusion:vortex-compact	-1.5%	-0.1%	-1.4%	+15.0%	➖ noise
52	datafusion:vortex-file-compressed	+1.2%	-0.1%	+1.3%	+10.8%	➖ noise
52	duckdb:duckdb	+4.8%	-0.1%	+4.9%	+12.7%	➖ noise
52	duckdb:vortex-compact	+1.2%	-0.1%	+1.3%	+11.4%	➖ noise
52	duckdb:vortex-file-compressed	-0.8%	-0.1%	-0.7%	+16.9%	➖ noise
53	datafusion:vortex-compact	+0.2%	+1.9%	-1.6%	+13.5%	➖ noise
53	datafusion:vortex-file-compressed	+1.9%	+1.9%	+0.1%	+10.0%	➖ noise
53	duckdb:duckdb	+3.0%	+1.9%	+1.2%	+10.2%	➖ noise
53	duckdb:vortex-compact	+3.7%	+1.9%	+1.8%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+4.1%	+1.9%	+2.3%	+10.7%	➖ noise
54	datafusion:vortex-compact	+1.3%	+2.3%	-1.0%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+1.7%	+2.3%	-0.6%	+10.0%	➖ noise
54	duckdb:duckdb	+4.0%	+2.3%	+1.7%	+14.8%	➖ noise
54	duckdb:vortex-compact	+2.4%	+2.3%	+0.1%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+1.9%	+2.3%	-0.4%	+10.0%	➖ noise
55	datafusion:vortex-compact	+2.6%	-0.7%	+3.4%	+10.0%	➖ noise
55	datafusion:vortex-file-compressed	-2.7%	-0.7%	-2.0%	+10.0%	➖ noise
55	duckdb:duckdb	+6.9%	-0.7%	+7.7%	+14.5%	➖ noise
55	duckdb:vortex-compact	+0.4%	-0.7%	+1.2%	+14.0%	➖ noise
55	duckdb:vortex-file-compressed	-0.4%	-0.7%	+0.3%	+10.6%	➖ noise
56	datafusion:vortex-compact	+2.6%	+1.2%	+1.4%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-4.0%	+1.2%	-5.1%	+10.0%	➖ noise
56	duckdb:duckdb	-1.2%	+1.2%	-2.4%	+10.0%	➖ noise
56	duckdb:vortex-compact	+0.9%	+1.2%	-0.3%	+14.1%	➖ noise
56	duckdb:vortex-file-compressed	-0.5%	+1.2%	-1.6%	+10.5%	➖ noise
57	datafusion:vortex-compact	-0.8%	+5.4%	-5.8%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	-2.1%	+5.4%	-7.1%	+10.0%	➖ noise
57	duckdb:duckdb	-2.9%	+5.4%	-7.8%	+10.0%	➖ noise
57	duckdb:vortex-compact	-6.2%	+5.4%	-11.0%	+11.9%	✅ faster
57	duckdb:vortex-file-compressed	+7.9%	+5.4%	+2.3%	+10.0%	➖ noise
58	datafusion:vortex-compact	-1.1%	-1.6%	+0.5%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+0.9%	-1.6%	+2.6%	+12.0%	➖ noise
58	duckdb:duckdb	-1.2%	-1.6%	+0.4%	+12.3%	➖ noise
58	duckdb:vortex-compact	+6.4%	-1.6%	+8.1%	+15.7%	➖ noise
58	duckdb:vortex-file-compressed	-1.0%	-1.6%	+0.7%	+20.0%	➖ noise
59	datafusion:vortex-compact	+0.6%	+1.2%	-0.6%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+0.7%	+1.2%	-0.4%	+10.0%	➖ noise
59	duckdb:duckdb	+0.5%	+1.2%	-0.7%	+10.0%	➖ noise
59	duckdb:vortex-compact	+1.1%	+1.2%	-0.1%	+15.9%	➖ noise
59	duckdb:vortex-file-compressed	-2.4%	+1.2%	-3.5%	+10.0%	➖ noise
60	datafusion:vortex-compact	-1.0%	+0.1%	-1.1%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	-3.1%	+0.1%	-3.2%	+10.0%	➖ noise
60	duckdb:duckdb	+3.2%	+0.1%	+3.1%	+12.5%	➖ noise
60	duckdb:vortex-compact	+1.7%	+0.1%	+1.6%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+2.6%	+0.1%	+2.5%	+10.7%	➖ noise
61	datafusion:vortex-compact	+0.5%	+1.1%	-0.6%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-1.6%	+1.1%	-2.6%	+10.0%	➖ noise
61	duckdb:duckdb	-3.5%	+1.1%	-4.5%	+10.0%	➖ noise
61	duckdb:vortex-compact	+0.3%	+1.1%	-0.7%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	+0.4%	+1.1%	-0.7%	+13.7%	➖ noise
62	datafusion:vortex-compact	+1.2%	+3.5%	-2.3%	+15.0%	➖ noise
62	datafusion:vortex-file-compressed	-0.9%	+3.5%	-4.3%	+15.8%	➖ noise
62	duckdb:duckdb	+3.8%	+3.5%	+0.3%	+25.5%	➖ noise
62	duckdb:vortex-compact	-2.1%	+3.5%	-5.5%	+29.8%	➖ noise
62	duckdb:vortex-file-compressed	+8.8%	+3.5%	+5.1%	+20.7%	➖ noise
63	datafusion:vortex-compact	+1.8%	+1.3%	+0.4%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+2.6%	+1.3%	+1.3%	+10.0%	➖ noise
63	duckdb:duckdb	+1.7%	+1.3%	+0.3%	+10.0%	➖ noise
63	duckdb:vortex-compact	-2.0%	+1.3%	-3.3%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+0.2%	+1.3%	-1.1%	+10.8%	➖ noise
64	datafusion:vortex-compact	+0.0%	+0.1%	-0.1%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+2.6%	+0.1%	+2.5%	+10.0%	➖ noise
64	duckdb:duckdb	-4.2%	+0.1%	-4.3%	+10.0%	➖ noise
64	duckdb:vortex-compact	+0.8%	+0.1%	+0.7%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+0.3%	+0.1%	+0.2%	+10.0%	➖ noise
65	datafusion:vortex-compact	+3.0%	-1.3%	+4.4%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	-1.4%	-1.3%	-0.0%	+10.0%	➖ noise
65	duckdb:duckdb	+2.1%	-1.3%	+3.5%	+14.2%	➖ noise
65	duckdb:vortex-compact	-2.7%	-1.3%	-1.4%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+0.7%	-1.3%	+2.0%	+10.1%	➖ noise
66	datafusion:vortex-compact	+2.9%	+4.3%	-1.4%	+10.6%	➖ noise
66	datafusion:vortex-file-compressed	-4.3%	+4.3%	-8.2%	+11.4%	➖ noise
66	duckdb:duckdb	+3.1%	+4.3%	-1.1%	+14.1%	➖ noise
66	duckdb:vortex-compact	-0.3%	+4.3%	-4.4%	+13.4%	➖ noise
66	duckdb:vortex-file-compressed	-0.7%	+4.3%	-4.8%	+11.6%	➖ noise
67	datafusion:vortex-compact	+2.8%	+1.1%	+1.7%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+0.2%	+1.1%	-1.0%	+10.0%	➖ noise
67	duckdb:duckdb	+0.2%	+1.1%	-1.0%	+10.0%	➖ noise
67	duckdb:vortex-compact	-1.0%	+1.1%	-2.1%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	-3.3%	+1.1%	-4.4%	+10.0%	➖ noise
68	datafusion:vortex-compact	+1.4%	-0.7%	+2.1%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-4.7%	-0.7%	-3.9%	+10.0%	➖ noise
68	duckdb:duckdb	+0.4%	-0.7%	+1.2%	+11.3%	➖ noise
68	duckdb:vortex-compact	-1.0%	-0.7%	-0.3%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+1.0%	-0.7%	+1.7%	+10.0%	➖ noise
69	datafusion:vortex-compact	+1.0%	+2.2%	-1.1%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-7.4%	+2.2%	-9.3%	+10.0%	✅ faster
69	duckdb:duckdb	+0.5%	+2.2%	-1.6%	+10.0%	➖ noise
69	duckdb:vortex-compact	+2.0%	+2.2%	-0.1%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	-2.3%	+2.2%	-4.3%	+10.0%	➖ noise
70	datafusion:vortex-compact	-1.4%	-0.3%	-1.0%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+2.9%	-0.3%	+3.3%	+10.0%	➖ noise
70	duckdb:duckdb	+0.6%	-0.3%	+1.0%	+12.5%	➖ noise
70	duckdb:vortex-compact	+2.1%	-0.3%	+2.5%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+7.0%	-0.3%	+7.4%	+10.8%	➖ noise
71	datafusion:vortex-compact	-2.7%	+1.1%	-3.8%	+11.7%	➖ noise
71	datafusion:vortex-file-compressed	+6.9%	+1.1%	+5.7%	+10.0%	➖ noise
71	duckdb:duckdb	+10.3%	+1.1%	+9.1%	+13.6%	➖ noise
71	duckdb:vortex-compact	+1.1%	+1.1%	-0.0%	+15.4%	➖ noise
71	duckdb:vortex-file-compressed	+1.9%	+1.1%	+0.8%	+13.0%	➖ noise
72	datafusion:vortex-compact	+2.2%	-0.8%	+3.0%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+1.2%	-0.8%	+2.0%	+10.0%	➖ noise
72	duckdb:duckdb	+4.9%	-0.8%	+5.7%	+11.2%	➖ noise
72	duckdb:vortex-compact	-0.4%	-0.8%	+0.4%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-0.3%	-0.8%	+0.5%	+10.0%	➖ noise
73	datafusion:vortex-compact	-1.4%	+3.1%	-4.3%	+16.4%	➖ noise
73	datafusion:vortex-file-compressed	-0.2%	+3.1%	-3.2%	+14.6%	➖ noise
73	duckdb:duckdb	-1.5%	+3.1%	-4.5%	+18.9%	➖ noise
73	duckdb:vortex-compact	-0.9%	+3.1%	-3.9%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-4.4%	+3.1%	-7.3%	+12.9%	➖ noise
74	datafusion:vortex-compact	-0.2%	-2.3%	+2.2%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+2.3%	-2.3%	+4.7%	+10.0%	➖ noise
74	duckdb:duckdb	-1.6%	-2.3%	+0.7%	+10.0%	➖ noise
74	duckdb:vortex-compact	-22.8%	-2.3%	-21.0%	+18.7%	✅ faster
74	duckdb:vortex-file-compressed	-1.6%	-2.3%	+0.7%	+22.1%	➖ noise
75	datafusion:vortex-compact	-1.2%	+1.4%	-2.5%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+1.0%	+1.4%	-0.4%	+10.0%	➖ noise
75	duckdb:duckdb	-1.3%	+1.4%	-2.6%	+10.0%	➖ noise
75	duckdb:vortex-compact	+2.4%	+1.4%	+1.1%	+12.4%	➖ noise
75	duckdb:vortex-file-compressed	-3.3%	+1.4%	-4.6%	+10.0%	➖ noise
76	datafusion:vortex-compact	+1.5%	+1.1%	+0.4%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	+2.4%	+1.1%	+1.2%	+10.0%	➖ noise
76	duckdb:duckdb	+7.7%	+1.1%	+6.5%	+15.1%	➖ noise
76	duckdb:vortex-compact	+5.7%	+1.1%	+4.6%	+12.5%	➖ noise
76	duckdb:vortex-file-compressed	-6.4%	+1.1%	-7.4%	+10.1%	➖ noise
77	datafusion:vortex-compact	+2.3%	+0.5%	+1.8%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-1.7%	+0.5%	-2.1%	+10.0%	➖ noise
77	duckdb:duckdb	+2.1%	+0.5%	+1.6%	+10.0%	➖ noise
77	duckdb:vortex-compact	-4.6%	+0.5%	-5.1%	+10.7%	➖ noise
77	duckdb:vortex-file-compressed	+9.2%	+0.5%	+8.7%	+10.0%	➖ noise
78	datafusion:vortex-compact	+1.2%	+1.3%	-0.1%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+0.1%	+1.3%	-1.2%	+10.0%	➖ noise
78	duckdb:duckdb	-0.9%	+1.3%	-2.2%	+10.0%	➖ noise
78	duckdb:vortex-compact	+6.8%	+1.3%	+5.4%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-1.4%	+1.3%	-2.6%	+10.0%	➖ noise
79	datafusion:vortex-compact	-1.2%	+3.2%	-4.3%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+4.8%	+3.2%	+1.5%	+10.0%	➖ noise
79	duckdb:duckdb	-1.0%	+3.2%	-4.1%	+10.0%	➖ noise
79	duckdb:vortex-compact	+1.7%	+3.2%	-1.5%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-0.2%	+3.2%	-3.3%	+12.6%	➖ noise
80	datafusion:vortex-compact	-1.7%	-2.8%	+1.2%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+2.3%	-2.8%	+5.2%	+10.0%	➖ noise
80	duckdb:duckdb	+0.3%	-2.8%	+3.2%	+13.3%	➖ noise
80	duckdb:vortex-compact	+0.1%	-2.8%	+3.0%	+12.2%	➖ noise
80	duckdb:vortex-file-compressed	-6.0%	-2.8%	-3.3%	+10.6%	➖ noise
81	datafusion:vortex-compact	+1.2%	+2.6%	-1.4%	+14.5%	➖ noise
81	datafusion:vortex-file-compressed	+8.5%	+2.6%	+5.7%	+12.1%	➖ noise
81	duckdb:duckdb	-3.9%	+2.6%	-6.4%	+10.3%	➖ noise
81	duckdb:vortex-compact	+2.8%	+2.6%	+0.2%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	+5.0%	+2.6%	+2.3%	+10.0%	➖ noise
82	datafusion:vortex-compact	+0.1%	+2.7%	-2.5%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+3.1%	+2.7%	+0.4%	+10.0%	➖ noise
82	duckdb:duckdb	-5.4%	+2.7%	-7.9%	+14.7%	➖ noise
82	duckdb:vortex-compact	+1.1%	+2.7%	-1.5%	+10.0%	➖ noise
82	duckdb:vortex-file-compressed	-1.8%	+2.7%	-4.4%	+11.5%	➖ noise
83	datafusion:vortex-compact	+4.5%	-0.5%	+5.1%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+4.5%	-0.5%	+5.0%	+10.0%	➖ noise
83	duckdb:duckdb	-2.4%	-0.5%	-1.9%	+11.8%	➖ noise
83	duckdb:vortex-compact	-1.7%	-0.5%	-1.2%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	-2.0%	-0.5%	-1.5%	+10.0%	➖ noise
84	datafusion:vortex-compact	-0.6%	+1.0%	-1.5%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	+1.8%	+1.0%	+0.9%	+10.0%	➖ noise
84	duckdb:duckdb	-5.0%	+1.0%	-5.9%	+10.0%	➖ noise
84	duckdb:vortex-compact	-1.0%	+1.0%	-2.0%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+4.0%	+1.0%	+3.0%	+10.0%	➖ noise
85	datafusion:vortex-compact	+1.6%	+3.0%	-1.4%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+0.3%	+3.0%	-2.6%	+10.0%	➖ noise
85	duckdb:duckdb	-3.9%	+3.0%	-6.7%	+10.0%	➖ noise
85	duckdb:vortex-compact	-5.3%	+3.0%	-8.1%	+14.7%	➖ noise
85	duckdb:vortex-file-compressed	-0.2%	+3.0%	-3.1%	+10.0%	➖ noise
86	datafusion:vortex-compact	+5.5%	+2.5%	+2.9%	+10.1%	➖ noise
86	datafusion:vortex-file-compressed	+4.3%	+2.5%	+1.7%	+10.8%	➖ noise
86	duckdb:duckdb	+4.2%	+2.5%	+1.7%	+15.4%	➖ noise
86	duckdb:vortex-compact	+3.3%	+2.5%	+0.8%	+19.7%	➖ noise
86	duckdb:vortex-file-compressed	+6.9%	+2.5%	+4.3%	+14.5%	➖ noise
87	datafusion:vortex-compact	+1.7%	+1.0%	+0.7%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+3.7%	+1.0%	+2.7%	+10.0%	➖ noise
87	duckdb:duckdb	+5.8%	+1.0%	+4.8%	+12.2%	➖ noise
87	duckdb:vortex-compact	+2.5%	+1.0%	+1.5%	+11.8%	➖ noise
87	duckdb:vortex-file-compressed	-5.6%	+1.0%	-6.5%	+11.5%	➖ noise
88	datafusion:vortex-compact	-1.0%	+1.1%	-2.1%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+3.1%	+1.1%	+2.0%	+10.0%	➖ noise
88	duckdb:duckdb	+0.4%	+1.1%	-0.7%	+10.0%	➖ noise
88	duckdb:vortex-compact	+0.8%	+1.1%	-0.3%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	-3.8%	+1.1%	-4.8%	+10.0%	➖ noise
89	datafusion:vortex-compact	+3.8%	-4.0%	+8.2%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+3.3%	-4.0%	+7.6%	+10.7%	➖ noise
89	duckdb:duckdb	+2.7%	-4.0%	+7.0%	+11.2%	➖ noise
89	duckdb:vortex-compact	+0.8%	-4.0%	+5.0%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+2.0%	-4.0%	+6.3%	+12.1%	➖ noise
90	datafusion:vortex-compact	-0.6%	+1.9%	-2.4%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	+2.8%	+1.9%	+0.9%	+10.0%	➖ noise
90	duckdb:duckdb	+5.2%	+1.9%	+3.2%	+10.0%	➖ noise
90	duckdb:vortex-compact	+1.4%	+1.9%	-0.5%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	-4.9%	+1.9%	-6.7%	+10.0%	➖ noise
91	datafusion:vortex-compact	+1.2%	+4.8%	-3.5%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+2.2%	+4.8%	-2.5%	+10.0%	➖ noise
91	duckdb:duckdb	+3.0%	+4.8%	-1.8%	+18.6%	➖ noise
91	duckdb:vortex-compact	-2.5%	+4.8%	-7.0%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	-1.8%	+4.8%	-6.3%	+10.0%	➖ noise
92	datafusion:vortex-compact	+0.7%	+2.2%	-1.4%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	+0.4%	+2.2%	-1.7%	+10.0%	➖ noise
92	duckdb:duckdb	-7.4%	+2.2%	-9.4%	+11.6%	➖ noise
92	duckdb:vortex-compact	-0.7%	+2.2%	-2.8%	+11.6%	➖ noise
92	duckdb:vortex-file-compressed	+2.4%	+2.2%	+0.3%	+13.1%	➖ noise
93	datafusion:vortex-compact	+1.4%	-0.6%	+2.0%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+2.5%	-0.6%	+3.0%	+10.0%	➖ noise
93	duckdb:duckdb	-4.7%	-0.6%	-4.1%	+20.8%	➖ noise
93	duckdb:vortex-compact	+0.9%	-0.6%	+1.5%	+13.2%	➖ noise
93	duckdb:vortex-file-compressed	+12.1%	-0.6%	+12.7%	+21.1%	➖ noise
94	datafusion:vortex-compact	-2.0%	+0.3%	-2.4%	+12.5%	➖ noise
94	datafusion:vortex-file-compressed	+0.3%	+0.3%	-0.0%	+13.5%	➖ noise
94	duckdb:duckdb	+2.5%	+0.3%	+2.2%	+15.8%	➖ noise
94	duckdb:vortex-compact	-6.1%	+0.3%	-6.4%	+14.5%	➖ noise
94	duckdb:vortex-file-compressed	-8.2%	+0.3%	-8.5%	+15.1%	➖ noise
95	datafusion:vortex-compact	+0.3%	-0.6%	+0.9%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	-1.7%	-0.6%	-1.1%	+10.0%	➖ noise
95	duckdb:duckdb	+19.7%	-0.6%	+20.5%	+19.1%	🚨 regression
95	duckdb:vortex-compact	-4.0%	-0.6%	-3.4%	+19.6%	➖ noise
95	duckdb:vortex-file-compressed	-0.3%	-0.6%	+0.3%	+20.4%	➖ noise
96	datafusion:vortex-compact	-1.4%	-0.8%	-0.6%	+11.7%	➖ noise
96	datafusion:vortex-file-compressed	-2.8%	-0.8%	-2.0%	+13.5%	➖ noise
96	duckdb:duckdb	+0.2%	-0.8%	+1.0%	+16.5%	➖ noise
96	duckdb:vortex-compact	+1.8%	-0.8%	+2.6%	+12.4%	➖ noise
96	duckdb:vortex-file-compressed	+6.3%	-0.8%	+7.2%	+19.3%	➖ noise
97	datafusion:vortex-compact	-2.7%	-0.7%	-2.1%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+0.2%	-0.7%	+0.9%	+10.0%	➖ noise
97	duckdb:duckdb	-2.1%	-0.7%	-1.4%	+11.0%	➖ noise
97	duckdb:vortex-compact	+1.6%	-0.7%	+2.3%	+14.2%	➖ noise
97	duckdb:vortex-file-compressed	-2.2%	-0.7%	-1.6%	+11.4%	➖ noise
98	datafusion:vortex-compact	+5.8%	-1.6%	+7.6%	+14.5%	➖ noise
98	datafusion:vortex-file-compressed	+0.5%	-1.6%	+2.2%	+11.0%	➖ noise
98	duckdb:duckdb	+0.6%	-1.6%	+2.3%	+13.4%	➖ noise
98	duckdb:vortex-compact	+0.4%	-1.6%	+2.1%	+12.4%	➖ noise
98	duckdb:vortex-file-compressed	-1.2%	-1.6%	+0.5%	+13.1%	➖ noise
99	datafusion:vortex-compact	+3.0%	+1.5%	+1.5%	+15.9%	➖ noise
99	datafusion:vortex-file-compressed	+1.5%	+1.5%	+0.1%	+16.7%	➖ noise
99	duckdb:duckdb	-1.4%	+1.5%	-2.8%	+23.8%	➖ noise
99	duckdb:vortex-compact	+1.4%	+1.5%	-0.1%	+25.5%	➖ noise
99	duckdb:vortex-file-compressed	-5.8%	+1.5%	-7.1%	+21.8%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.0%
Vortex (geomean): 0.950x ➖
Parquet (geomean): 0.980x ➖
Shifts: Parquet (control) -2.0% · Median polish -4.9%

---

datafusion / vortex-file-compressed (0.896x ➖, 1↑ 1↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	28057450	44566271	0.63
fineweb_q01/datafusion:vortex-file-compressed 🚨	662713728	502752437	1.32
fineweb_q02/datafusion:vortex-file-compressed	492233146	572762984	0.86
fineweb_q03/datafusion:vortex-file-compressed	1556697008	2050848490	0.76
fineweb_q04/datafusion:vortex-file-compressed	1448649490	1400347440	1.03
fineweb_q05/datafusion:vortex-file-compressed	1397143359	1373742227	1.02
fineweb_q06/datafusion:vortex-file-compressed	1628711731	1887492092	0.86
fineweb_q07/datafusion:vortex-file-compressed	1376367250	1531469802	0.90
fineweb_q08/datafusion:vortex-file-compressed	549169712	652976520	0.84

datafusion / vortex-compact (0.938x ➖, 1↑ 1↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	36462808	87807291	0.42
fineweb_q01/datafusion:vortex-compact	803988849	652721098	1.23
fineweb_q02/datafusion:vortex-compact 🚨	831037043	561660176	1.48
fineweb_q03/datafusion:vortex-compact	1886621300	1992825621	0.95
fineweb_q04/datafusion:vortex-compact	2255869192	2430496561	0.93
fineweb_q05/datafusion:vortex-compact	1718391195	1903389320	0.90
fineweb_q06/datafusion:vortex-compact	1425107346	1541792070	0.92
fineweb_q07/datafusion:vortex-compact	1343354682	1480788853	0.91
fineweb_q08/datafusion:vortex-compact	451216135	403633586	1.12

datafusion / parquet (0.979x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1233245621	1250895435	0.99
fineweb_q01/datafusion:parquet	1848162318	1894320286	0.98
fineweb_q02/datafusion:parquet	1760829051	2077059185	0.85
fineweb_q03/datafusion:parquet	2029906413	1917504971	1.06
fineweb_q04/datafusion:parquet	1787329786	1936742358	0.92
fineweb_q05/datafusion:parquet	2087540698	1912858316	1.09
fineweb_q06/datafusion:parquet	1947191652	1804191078	1.08
fineweb_q07/datafusion:parquet	1780104965	1854678256	0.96
fineweb_q08/datafusion:parquet	1860106863	2025809279	0.92

duckdb / vortex-file-compressed (0.983x ➖, 0↑ 1↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	84225276	87886477	0.96
fineweb_q01/duckdb:vortex-file-compressed	600785689	665755597	0.90
fineweb_q02/duckdb:vortex-file-compressed 🚨	604755609	425932823	1.42
fineweb_q03/duckdb:vortex-file-compressed	1440397992	1553335000	0.93
fineweb_q04/duckdb:vortex-file-compressed	1500979102	1593176736	0.94
fineweb_q05/duckdb:vortex-file-compressed	1439569957	1547993554	0.93
fineweb_q06/duckdb:vortex-file-compressed	1697313352	1771110367	0.96
fineweb_q07/duckdb:vortex-file-compressed	1467326802	1531703209	0.96
fineweb_q08/duckdb:vortex-file-compressed	604954224	646684593	0.94

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

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	89724151	78384254	1.14
fineweb_q01/duckdb:vortex-compact	652841844	559301341	1.17
fineweb_q02/duckdb:vortex-compact	733801529	596135999	1.23
fineweb_q03/duckdb:vortex-compact	1641083152	1840044866	0.89
fineweb_q04/duckdb:vortex-compact	1682244576	1934173815	0.87
fineweb_q05/duckdb:vortex-compact	1494563391	1740851064	0.86
fineweb_q06/duckdb:vortex-compact	1468640134	1610434311	0.91
fineweb_q07/duckdb:vortex-compact	1270624280	1505869559	0.84
fineweb_q08/duckdb:vortex-compact	501309311	481254136	1.04

duckdb / parquet (0.980x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1239458870	1215691731	1.02
fineweb_q01/duckdb:parquet	1436664544	1404971087	1.02
fineweb_q02/duckdb:parquet	1400810113	1506035020	0.93
fineweb_q03/duckdb:parquet	3608058033	3958670492	0.91
fineweb_q04/duckdb:parquet	1916247215	1960702986	0.98
fineweb_q05/duckdb:parquet	2143168246	2309907217	0.93
fineweb_q06/duckdb:parquet	4450930409	4409373557	1.01
fineweb_q07/duckdb:parquet	2740039399	2684912202	1.02
fineweb_q08/duckdb:parquet	1201041124	1186463596	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-58.5%	+0.3%	-58.6%	+242.7%	➖ noise
0	datafusion:vortex-file-compressed	-37.0%	+0.3%	-37.2%	+158.1%	➖ noise
0	duckdb:vortex-compact	+14.5%	+0.3%	+14.2%	+60.3%	➖ noise
0	duckdb:vortex-file-compressed	-4.2%	+0.3%	-4.4%	+37.3%	➖ noise
1	datafusion:vortex-compact	+23.2%	-0.1%	+23.3%	+54.7%	➖ noise
1	datafusion:vortex-file-compressed	+31.8%	-0.1%	+32.0%	+69.0%	➖ noise
1	duckdb:vortex-compact	+16.7%	-0.1%	+16.9%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-9.8%	-0.1%	-9.7%	+30.0%	➖ noise
2	datafusion:vortex-compact	+48.0%	-11.2%	+66.6%	+33.1%	🚨 regression
2	datafusion:vortex-file-compressed	-14.1%	-11.2%	-3.2%	+47.5%	➖ noise
2	duckdb:vortex-compact	+23.1%	-11.2%	+38.6%	+30.0%	🚨 regression
2	duckdb:vortex-file-compressed	+42.0%	-11.2%	+59.9%	+30.0%	🚨 regression
3	datafusion:vortex-compact	-5.3%	-1.8%	-3.6%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-24.1%	-1.8%	-22.7%	+70.2%	➖ noise
3	duckdb:vortex-compact	-10.8%	-1.8%	-9.2%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-7.3%	-1.8%	-5.6%	+30.0%	➖ noise
4	datafusion:vortex-compact	-7.2%	-5.0%	-2.3%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+3.4%	-5.0%	+8.9%	+30.0%	➖ noise
4	duckdb:vortex-compact	-13.0%	-5.0%	-8.4%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-5.8%	-5.0%	-0.8%	+30.0%	➖ noise
5	datafusion:vortex-compact	-9.7%	+0.6%	-10.3%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.7%	+0.6%	+1.1%	+30.0%	➖ noise
5	duckdb:vortex-compact	-14.1%	+0.6%	-14.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-7.0%	+0.6%	-7.6%	+30.0%	➖ noise
6	datafusion:vortex-compact	-7.6%	+4.4%	-11.4%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-13.7%	+4.4%	-17.3%	+30.0%	➖ noise
6	duckdb:vortex-compact	-8.8%	+4.4%	-12.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.2%	+4.4%	-8.2%	+30.0%	➖ noise
7	datafusion:vortex-compact	-9.3%	-1.0%	-8.3%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-10.1%	-1.0%	-9.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	-15.6%	-1.0%	-14.7%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.2%	-1.0%	-3.2%	+30.0%	➖ noise
8	datafusion:vortex-compact	+11.8%	-3.6%	+16.0%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-15.9%	-3.6%	-12.8%	+30.0%	➖ noise
8	duckdb:vortex-compact	+4.2%	-3.6%	+8.0%	+33.7%	➖ noise
8	duckdb:vortex-file-compressed	-6.5%	-3.6%	-3.0%	+30.0%	➖ noise

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 0.873x ✅
Parquet (geomean): 1.023x ➖

---

unknown / unknown (0.967x ➖, 7↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2858244	2726422	1.05
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1330586	1293547	1.03
random-access/feature-vectors/correlated/parquet-tokio-local-disk	11838522219	11582036688	1.02
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11320641372	11284649648	1.00
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8704768	9597302	0.91
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚀	7047864	7999156	0.88
random-access/feature-vectors/uniform/lance-tokio-local-disk	1556546	1485583	1.05
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2468657	2405726	1.03
random-access/feature-vectors/uniform/parquet-tokio-local-disk	11304177426	11281254010	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	11334296791	11180983607	1.01
random-access/feature-vectors/uniform/vortex-tokio-local-disk	14116531	14878159	0.95
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13992357	14974703	0.93
random-access/lance-tokio-local-disk	759914	733918	1.04
random-access/lance-tokio-local-disk-footer	1380415	1340238	1.03
random-access/nested-lists/correlated/lance-tokio-local-disk	274985	269118	1.02
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	713622	705123	1.01
random-access/nested-lists/correlated/parquet-tokio-local-disk	139272626	133197659	1.05
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	139292687	133355701	1.04
random-access/nested-lists/correlated/vortex-tokio-local-disk	747609	722035	1.04
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	752289	736863	1.02
random-access/nested-lists/uniform/lance-tokio-local-disk	1198377	1170298	1.02
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1689577	1645958	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk	139147645	133760520	1.04
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	139274132	133861061	1.04
random-access/nested-lists/uniform/vortex-tokio-local-disk	2597355	2574511	1.01
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2700038	2523234	1.07
random-access/nested-structs/correlated/lance-tokio-local-disk	436566	461327	0.95
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	648181	703200	0.92
random-access/nested-structs/correlated/parquet-tokio-local-disk	27835906	26712286	1.04
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	27977892	26625604	1.05
random-access/nested-structs/correlated/vortex-tokio-local-disk	962601	978159	0.98
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	928522	980045	0.95
random-access/nested-structs/uniform/lance-tokio-local-disk	2908758	3046717	0.95
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3149719	3285254	0.96
random-access/nested-structs/uniform/parquet-tokio-local-disk	28169118	26447669	1.07
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	27955892	26810339	1.04
random-access/nested-structs/uniform/vortex-tokio-local-disk	1860482	2039583	0.91
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1869634	2018732	0.93
random-access/parquet-tokio-local-disk	180257334	180823993	1.00
random-access/parquet-tokio-local-disk-footer	179953626	184294576	0.98
random-access/taxi/correlated/lance-tokio-local-disk	990179	959869	1.03
random-access/taxi/correlated/lance-tokio-local-disk-footer	1681268	1636725	1.03
random-access/taxi/correlated/parquet-tokio-local-disk	274814776	270207785	1.02
random-access/taxi/correlated/parquet-tokio-local-disk-footer	271530366	269375309	1.01
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1810473	3075902	0.59
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1981138	2970291	0.67
random-access/taxi/uniform/lance-tokio-local-disk	8856046	8415928	1.05
random-access/taxi/uniform/lance-tokio-local-disk-footer	9553817	9126608	1.05
random-access/taxi/uniform/parquet-tokio-local-disk	289419093	287190371	1.01
random-access/taxi/uniform/parquet-tokio-local-disk-footer	287061567	287932353	1.00
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4820789	5787580	0.83
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4746712	5690417	0.83
random-access/vortex-tokio-local-disk 🚀	1343468	1868164	0.72
random-access/vortex-tokio-local-disk-footer 🚀	1344039	1944123	0.69

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 0.996x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish -0.5%

---

datafusion / vortex-file-compressed (0.990x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	413562418	398121803	1.04
tpch_q02/datafusion:vortex-file-compressed	112176449	114194898	0.98
tpch_q03/datafusion:vortex-file-compressed	212015887	216217945	0.98
tpch_q04/datafusion:vortex-file-compressed	107130044	109068682	0.98
tpch_q05/datafusion:vortex-file-compressed	380964995	386624988	0.99
tpch_q06/datafusion:vortex-file-compressed	41666200	42800272	0.97
tpch_q07/datafusion:vortex-file-compressed	559810242	565322114	0.99
tpch_q08/datafusion:vortex-file-compressed	376724241	380855030	0.99
tpch_q09/datafusion:vortex-file-compressed	658106579	665884865	0.99
tpch_q10/datafusion:vortex-file-compressed	241357167	243596832	0.99
tpch_q11/datafusion:vortex-file-compressed	84877865	85899883	0.99
tpch_q12/datafusion:vortex-file-compressed	116106417	117576515	0.99
tpch_q13/datafusion:vortex-file-compressed	216742301	217977088	0.99
tpch_q14/datafusion:vortex-file-compressed	57149866	56905135	1.00
tpch_q15/datafusion:vortex-file-compressed	106976399	106869126	1.00
tpch_q16/datafusion:vortex-file-compressed	77045439	77545117	0.99
tpch_q17/datafusion:vortex-file-compressed	631954434	644878633	0.98
tpch_q18/datafusion:vortex-file-compressed	871492647	876940352	0.99
tpch_q19/datafusion:vortex-file-compressed	90813153	93222872	0.97
tpch_q20/datafusion:vortex-file-compressed	168333034	170718217	0.99
tpch_q21/datafusion:vortex-file-compressed	677499964	682348684	0.99
tpch_q22/datafusion:vortex-file-compressed	59758043	60410701	0.99

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

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	431867265	441641550	0.98
tpch_q02/datafusion:vortex-compact	118246412	119072426	0.99
tpch_q03/datafusion:vortex-compact	216795324	217071635	1.00
tpch_q04/datafusion:vortex-compact	119609010	118775670	1.01
tpch_q05/datafusion:vortex-compact	390567514	394353537	0.99
tpch_q06/datafusion:vortex-compact	63488479	63368141	1.00
tpch_q07/datafusion:vortex-compact	579674424	586321350	0.99
tpch_q08/datafusion:vortex-compact	382475794	385128834	0.99
tpch_q09/datafusion:vortex-compact	672391887	683717221	0.98
tpch_q10/datafusion:vortex-compact	268170566	276819169	0.97
tpch_q11/datafusion:vortex-compact	89609595	90303806	0.99
tpch_q12/datafusion:vortex-compact	164894908	165860539	0.99
tpch_q13/datafusion:vortex-compact	267392713	270592624	0.99
tpch_q14/datafusion:vortex-compact	72782697	73911463	0.98
tpch_q15/datafusion:vortex-compact	163857008	164138618	1.00
tpch_q16/datafusion:vortex-compact	82221553	82846280	0.99
tpch_q17/datafusion:vortex-compact	640035482	652849552	0.98
tpch_q18/datafusion:vortex-compact	872662051	880601181	0.99
tpch_q19/datafusion:vortex-compact	134637375	134402798	1.00
tpch_q20/datafusion:vortex-compact	196214529	196714153	1.00
tpch_q21/datafusion:vortex-compact	693369148	694689890	1.00
tpch_q22/datafusion:vortex-compact	69939885	72008614	0.97

datafusion / parquet (0.999x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	427323541	415185537	1.03
tpch_q02/datafusion:parquet	186245439	187304400	0.99
tpch_q03/datafusion:parquet	293856724	295443651	0.99
tpch_q04/datafusion:parquet	136635697	136002677	1.00
tpch_q05/datafusion:parquet	444145047	457267838	0.97
tpch_q06/datafusion:parquet	125045849	118861516	1.05
tpch_q07/datafusion:parquet	619051043	625533022	0.99
tpch_q08/datafusion:parquet	500241215	494892630	1.01
tpch_q09/datafusion:parquet	765747081	772784648	0.99
tpch_q10/datafusion:parquet	513003074	508403241	1.01
tpch_q11/datafusion:parquet	130817191	129129396	1.01
tpch_q12/datafusion:parquet	216053970	212951609	1.01
tpch_q13/datafusion:parquet	339528645	339516331	1.00
tpch_q14/datafusion:parquet	157442266	162038044	0.97
tpch_q15/datafusion:parquet	245460915	244612715	1.00
tpch_q16/datafusion:parquet	135797394	137705041	0.99
tpch_q17/datafusion:parquet	684593986	700676071	0.98
tpch_q18/datafusion:parquet	869445093	875646545	0.99
tpch_q19/datafusion:parquet	265416513	268027558	0.99
tpch_q20/datafusion:parquet	307091971	308714781	0.99
tpch_q21/datafusion:parquet	738864956	739537415	1.00
tpch_q22/datafusion:parquet	218381959	217836663	1.00

datafusion / arrow (0.983x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	579153957	582479178	0.99
tpch_q02/datafusion:arrow	162928529	162151976	1.00
tpch_q03/datafusion:arrow	435628195	446920412	0.97
tpch_q04/datafusion:arrow	330379259	339444083	0.97
tpch_q05/datafusion:arrow	865428778	891857165	0.97
tpch_q06/datafusion:arrow	258033143	266640857	0.97
tpch_q07/datafusion:arrow	1080448508	1090262694	0.99
tpch_q08/datafusion:arrow	1068131541	1092497929	0.98
tpch_q09/datafusion:arrow	1257637308	1300473558	0.97
tpch_q10/datafusion:arrow	570948172	577151098	0.99
tpch_q11/datafusion:arrow	144308801	145308934	0.99
tpch_q12/datafusion:arrow	636728674	640200279	0.99
tpch_q13/datafusion:arrow	509599252	518057587	0.98
tpch_q14/datafusion:arrow	284030368	293253627	0.97
tpch_q15/datafusion:arrow	607113829	626713970	0.97
tpch_q16/datafusion:arrow	107166475	104659459	1.02
tpch_q17/datafusion:arrow	1269974846	1303684406	0.97
tpch_q18/datafusion:arrow	1738783678	1784948125	0.97
tpch_q19/datafusion:arrow	479641800	481108284	1.00
tpch_q20/datafusion:arrow	462995293	471675274	0.98
tpch_q21/datafusion:arrow	2714040631	2761886018	0.98
tpch_q22/datafusion:arrow	137877123	139976168	0.99

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

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	176730445	175043255	1.01
tpch_q02/duckdb:vortex-file-compressed	51813687	53233654	0.97
tpch_q03/duckdb:vortex-file-compressed	131524275	132280295	0.99
tpch_q04/duckdb:vortex-file-compressed	160751297	161086498	1.00
tpch_q05/duckdb:vortex-file-compressed	133072785	133346397	1.00
tpch_q06/duckdb:vortex-file-compressed	50811949	48685795	1.04
tpch_q07/duckdb:vortex-file-compressed	154425346	153488954	1.01
tpch_q08/duckdb:vortex-file-compressed	179676043	178888892	1.00
tpch_q09/duckdb:vortex-file-compressed	336911004	336561437	1.00
tpch_q10/duckdb:vortex-file-compressed	162981085	163667548	1.00
tpch_q11/duckdb:vortex-file-compressed	35380256	34494609	1.03
tpch_q12/duckdb:vortex-file-compressed	97083546	98275350	0.99
tpch_q13/duckdb:vortex-file-compressed	241005430	240620740	1.00
tpch_q14/duckdb:vortex-file-compressed	70533959	70295680	1.00
tpch_q15/duckdb:vortex-file-compressed	96668300	96516342	1.00
tpch_q16/duckdb:vortex-file-compressed	82701883	81563833	1.01
tpch_q17/duckdb:vortex-file-compressed	100697420	101642689	0.99
tpch_q18/duckdb:vortex-file-compressed	302853251	296435483	1.02
tpch_q19/duckdb:vortex-file-compressed	90033164	91450486	0.98
tpch_q20/duckdb:vortex-file-compressed	164901262	165671936	1.00
tpch_q21/duckdb:vortex-file-compressed	591173649	589630007	1.00
tpch_q22/duckdb:vortex-file-compressed	77275595	77804487	0.99

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

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	236479657	236088295	1.00
tpch_q02/duckdb:vortex-compact	57343767	59013515	0.97
tpch_q03/duckdb:vortex-compact	141100148	139368988	1.01
tpch_q04/duckdb:vortex-compact	174600036	174498754	1.00
tpch_q05/duckdb:vortex-compact	147357870	146349615	1.01
tpch_q06/duckdb:vortex-compact	84407870	83409113	1.01
tpch_q07/duckdb:vortex-compact	203334302	202503112	1.00
tpch_q08/duckdb:vortex-compact	189978363	187121886	1.02
tpch_q09/duckdb:vortex-compact	358356660	360643924	0.99
tpch_q10/duckdb:vortex-compact	186516593	185521751	1.01
tpch_q11/duckdb:vortex-compact	41116466	41095331	1.00
tpch_q12/duckdb:vortex-compact	203190827	201472668	1.01
tpch_q13/duckdb:vortex-compact	292492313	294842374	0.99
tpch_q14/duckdb:vortex-compact	102975589	103868294	0.99
tpch_q15/duckdb:vortex-compact	119317118	117993460	1.01
tpch_q16/duckdb:vortex-compact	86480924	86132833	1.00
tpch_q17/duckdb:vortex-compact	116392078	115647320	1.01
tpch_q18/duckdb:vortex-compact	292817983	292263063	1.00
tpch_q19/duckdb:vortex-compact	113371848	115458497	0.98
tpch_q20/duckdb:vortex-compact	204435513	204098356	1.00
tpch_q21/duckdb:vortex-compact	623741942	618986797	1.01
tpch_q22/duckdb:vortex-compact	88382550	90574651	0.98

duckdb / parquet (0.994x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	257403027	257717833	1.00
tpch_q02/duckdb:parquet	97044696	100463949	0.97
tpch_q03/duckdb:parquet	205359190	205915369	1.00
tpch_q04/duckdb:parquet	129929168	130948439	0.99
tpch_q05/duckdb:parquet	215420975	216781241	0.99
tpch_q06/duckdb:parquet	63579752	66216998	0.96
tpch_q07/duckdb:parquet	176877081	179862886	0.98
tpch_q08/duckdb:parquet	250074353	252653394	0.99
tpch_q09/duckdb:parquet	500733634	493771696	1.01
tpch_q10/duckdb:parquet	610027190	608013530	1.00
tpch_q11/duckdb:parquet	57490315	57470634	1.00
tpch_q12/duckdb:parquet	124206349	121086311	1.03
tpch_q13/duckdb:parquet	448195878	447897600	1.00
tpch_q14/duckdb:parquet	169434957	173369111	0.98
tpch_q15/duckdb:parquet	94838840	95730671	0.99
tpch_q16/duckdb:parquet	157734491	160212118	0.98
tpch_q17/duckdb:parquet	177499602	175136897	1.01
tpch_q18/duckdb:parquet	347999747	351397937	0.99
tpch_q19/duckdb:parquet	281920417	279196458	1.01
tpch_q20/duckdb:parquet	228752613	231559382	0.99
tpch_q21/duckdb:parquet	556308354	557921369	1.00
tpch_q22/duckdb:parquet	289499397	290134633	1.00

duckdb / duckdb (0.995x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117621430	117390965	1.00
tpch_q02/duckdb:duckdb	46868634	44841490	1.05
tpch_q03/duckdb:duckdb	96614454	97918283	0.99
tpch_q04/duckdb:duckdb	127124281	131861984	0.96
tpch_q05/duckdb:duckdb	108361950	109632567	0.99
tpch_q06/duckdb:duckdb	37370985	37388323	1.00
tpch_q07/duckdb:duckdb	86626386	86539527	1.00
tpch_q08/duckdb:duckdb	110208164	109887011	1.00
tpch_q09/duckdb:duckdb	273601354	278278025	0.98
tpch_q10/duckdb:duckdb	203184126	203052898	1.00
tpch_q11/duckdb:duckdb	15101730	15616324	0.97
tpch_q12/duckdb:duckdb	84651185	84883584	1.00
tpch_q13/duckdb:duckdb	218775852	219206519	1.00
tpch_q14/duckdb:duckdb	69760106	71455239	0.98
tpch_q15/duckdb:duckdb	77056153	77482611	0.99
tpch_q16/duckdb:duckdb	74156819	73346491	1.01
tpch_q17/duckdb:duckdb	84625275	85240668	0.99
tpch_q18/duckdb:duckdb	212723501	211163949	1.01
tpch_q19/duckdb:duckdb	114750053	115977168	0.99
tpch_q20/duckdb:duckdb	111930993	111469185	1.00
tpch_q21/duckdb:duckdb	297299058	296027107	1.00
tpch_q22/duckdb:duckdb	66584130	68097519	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-0.6%	+1.4%	-1.9%	+10.0%	➖ noise
1	datafusion:vortex-compact	-2.2%	+1.4%	-3.6%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+3.9%	+1.4%	+2.5%	+10.0%	➖ noise
1	duckdb:duckdb	+0.2%	+1.4%	-1.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	+0.2%	+1.4%	-1.2%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+1.0%	+1.4%	-0.4%	+10.0%	➖ noise
2	datafusion:arrow	+0.5%	-2.0%	+2.5%	+10.0%	➖ noise
2	datafusion:vortex-compact	-0.7%	-2.0%	+1.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.8%	-2.0%	+0.2%	+10.0%	➖ noise
2	duckdb:duckdb	+4.5%	-2.0%	+6.6%	+10.0%	➖ noise
2	duckdb:vortex-compact	-2.8%	-2.0%	-0.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.7%	-2.0%	-0.7%	+10.0%	➖ noise
3	datafusion:arrow	-2.5%	-0.4%	-2.1%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.1%	-0.4%	+0.3%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.9%	-0.4%	-1.5%	+10.0%	➖ noise
3	duckdb:duckdb	-1.3%	-0.4%	-0.9%	+10.0%	➖ noise
3	duckdb:vortex-compact	+1.2%	-0.4%	+1.7%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.6%	-0.4%	-0.2%	+10.0%	➖ noise
4	datafusion:arrow	-2.7%	-0.2%	-2.5%	+10.0%	➖ noise
4	datafusion:vortex-compact	+0.7%	-0.2%	+0.9%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.8%	-0.2%	-1.6%	+10.0%	➖ noise
4	duckdb:duckdb	-3.6%	-0.2%	-3.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.1%	-0.2%	+0.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.2%	-0.2%	-0.0%	+10.0%	➖ noise
5	datafusion:arrow	-3.0%	-1.8%	-1.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	-1.0%	-1.8%	+0.8%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.5%	-1.8%	+0.3%	+10.0%	➖ noise
5	duckdb:duckdb	-1.2%	-1.8%	+0.6%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.7%	-1.8%	+2.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.2%	-1.8%	+1.6%	+10.0%	➖ noise
6	datafusion:arrow	-3.2%	+0.5%	-3.7%	+10.0%	➖ noise
6	datafusion:vortex-compact	+0.2%	+0.5%	-0.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.6%	+0.5%	-3.1%	+10.0%	➖ noise
6	duckdb:duckdb	-0.0%	+0.5%	-0.5%	+10.1%	➖ noise
6	duckdb:vortex-compact	+1.2%	+0.5%	+0.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.4%	+0.5%	+3.8%	+10.0%	➖ noise
7	datafusion:arrow	-0.9%	-1.3%	+0.5%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.1%	-1.3%	+0.2%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.0%	-1.3%	+0.4%	+10.0%	➖ noise
7	duckdb:duckdb	+0.1%	-1.3%	+1.5%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.4%	-1.3%	+1.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.6%	-1.3%	+2.0%	+10.0%	➖ noise
8	datafusion:arrow	-2.2%	+0.0%	-2.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.7%	+0.0%	-0.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.1%	+0.0%	-1.1%	+10.0%	➖ noise
8	duckdb:duckdb	+0.3%	+0.0%	+0.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	+1.5%	+0.0%	+1.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.4%	+0.0%	+0.4%	+10.0%	➖ noise
9	datafusion:arrow	-3.3%	+0.2%	-3.5%	+10.0%	➖ noise
9	datafusion:vortex-compact	-1.7%	+0.2%	-1.9%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.2%	+0.2%	-1.4%	+10.0%	➖ noise
9	duckdb:duckdb	-1.7%	+0.2%	-1.9%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.6%	+0.2%	-0.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.1%	+0.2%	-0.1%	+10.0%	➖ noise
10	datafusion:arrow	-1.1%	+0.6%	-1.7%	+10.0%	➖ noise
10	datafusion:vortex-compact	-3.1%	+0.6%	-3.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.9%	+0.6%	-1.5%	+10.0%	➖ noise
10	duckdb:duckdb	+0.1%	+0.6%	-0.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.5%	+0.6%	-0.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.4%	+0.6%	-1.0%	+10.0%	➖ noise
11	datafusion:arrow	-0.7%	+0.7%	-1.3%	+10.0%	➖ noise
11	datafusion:vortex-compact	-0.8%	+0.7%	-1.4%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.2%	+0.7%	-1.8%	+10.0%	➖ noise
11	duckdb:duckdb	-3.3%	+0.7%	-3.9%	+10.6%	➖ noise
11	duckdb:vortex-compact	+0.1%	+0.7%	-0.6%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.6%	+0.7%	+1.9%	+10.9%	➖ noise
12	datafusion:arrow	-0.5%	+2.0%	-2.5%	+27.3%	➖ noise
12	datafusion:vortex-compact	-0.6%	+2.0%	-2.5%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.3%	+2.0%	-3.2%	+10.0%	➖ noise
12	duckdb:duckdb	-0.3%	+2.0%	-2.2%	+10.0%	➖ noise
12	duckdb:vortex-compact	+0.9%	+2.0%	-1.1%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-1.2%	+2.0%	-3.2%	+10.0%	➖ noise
13	datafusion:arrow	-1.6%	+0.0%	-1.7%	+10.0%	➖ noise
13	datafusion:vortex-compact	-1.2%	+0.0%	-1.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-0.6%	+0.0%	-0.6%	+10.0%	➖ noise
13	duckdb:duckdb	-0.2%	+0.0%	-0.2%	+10.0%	➖ noise
13	duckdb:vortex-compact	-0.8%	+0.0%	-0.8%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.2%	+0.0%	+0.1%	+10.0%	➖ noise
14	datafusion:arrow	-3.1%	-2.6%	-0.6%	+10.0%	➖ noise
14	datafusion:vortex-compact	-1.5%	-2.6%	+1.1%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.4%	-2.6%	+3.1%	+10.0%	➖ noise
14	duckdb:duckdb	-2.4%	-2.6%	+0.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	-0.9%	-2.6%	+1.7%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.3%	-2.6%	+3.0%	+10.0%	➖ noise
15	datafusion:arrow	-3.1%	-0.3%	-2.8%	+10.0%	➖ noise
15	datafusion:vortex-compact	-0.2%	-0.3%	+0.1%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.1%	-0.3%	+0.4%	+10.0%	➖ noise
15	duckdb:duckdb	-0.6%	-0.3%	-0.3%	+10.0%	➖ noise
15	duckdb:vortex-compact	+1.1%	-0.3%	+1.4%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.2%	-0.3%	+0.5%	+10.0%	➖ noise
16	datafusion:arrow	+2.4%	-1.5%	+3.9%	+10.0%	➖ noise
16	datafusion:vortex-compact	-0.8%	-1.5%	+0.7%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-0.6%	-1.5%	+0.8%	+10.0%	➖ noise
16	duckdb:duckdb	+1.1%	-1.5%	+2.6%	+10.0%	➖ noise
16	duckdb:vortex-compact	+0.4%	-1.5%	+1.9%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+1.4%	-1.5%	+2.9%	+10.0%	➖ noise
17	datafusion:arrow	-2.6%	-0.5%	-2.1%	+10.0%	➖ noise
17	datafusion:vortex-compact	-2.0%	-0.5%	-1.5%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-2.0%	-0.5%	-1.5%	+10.0%	➖ noise
17	duckdb:duckdb	-0.7%	-0.5%	-0.2%	+10.0%	➖ noise
17	duckdb:vortex-compact	+0.6%	-0.5%	+1.1%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-0.9%	-0.5%	-0.4%	+10.0%	➖ noise
18	datafusion:arrow	-2.6%	-0.8%	-1.8%	+10.0%	➖ noise
18	datafusion:vortex-compact	-0.9%	-0.8%	-0.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.6%	-0.8%	+0.2%	+10.0%	➖ noise
18	duckdb:duckdb	+0.7%	-0.8%	+1.6%	+10.0%	➖ noise
18	duckdb:vortex-compact	+0.2%	-0.8%	+1.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+2.2%	-0.8%	+3.0%	+10.0%	➖ noise
19	datafusion:arrow	-0.3%	-0.0%	-0.3%	+10.0%	➖ noise
19	datafusion:vortex-compact	+0.2%	-0.0%	+0.2%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-2.6%	-0.0%	-2.6%	+10.0%	➖ noise
19	duckdb:duckdb	-1.1%	-0.0%	-1.1%	+10.0%	➖ noise
19	duckdb:vortex-compact	-1.8%	-0.0%	-1.8%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.5%	-0.0%	-1.5%	+10.0%	➖ noise
20	datafusion:arrow	-1.8%	-0.9%	-1.0%	+10.0%	➖ noise
20	datafusion:vortex-compact	-0.3%	-0.9%	+0.6%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.4%	-0.9%	-0.5%	+10.0%	➖ noise
20	duckdb:duckdb	+0.4%	-0.9%	+1.3%	+10.0%	➖ noise
20	duckdb:vortex-compact	+0.2%	-0.9%	+1.0%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-0.5%	-0.9%	+0.4%	+10.0%	➖ noise
21	datafusion:arrow	-1.7%	-0.2%	-1.5%	+10.0%	➖ noise
21	datafusion:vortex-compact	-0.2%	-0.2%	-0.0%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-0.7%	-0.2%	-0.5%	+10.0%	➖ noise
21	duckdb:duckdb	+0.4%	-0.2%	+0.6%	+10.0%	➖ noise
21	duckdb:vortex-compact	+0.8%	-0.2%	+1.0%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.3%	-0.2%	+0.5%	+10.0%	➖ noise
22	datafusion:arrow	-1.5%	+0.0%	-1.5%	+10.0%	➖ noise
22	datafusion:vortex-compact	-2.9%	+0.0%	-2.9%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-1.1%	+0.0%	-1.1%	+10.0%	➖ noise
22	duckdb:duckdb	-2.2%	+0.0%	-2.2%	+10.0%	➖ noise
22	duckdb:vortex-compact	-2.4%	+0.0%	-2.4%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.7%	+0.0%	-0.7%	+10.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.2%
Vortex (geomean): 0.999x ➖
Parquet (geomean): 0.977x ➖
Shifts: Parquet (control) -2.3% · Median polish -0.8%

---

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

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11170911	10993628	1.02
statpopgen_q01/duckdb:vortex-file-compressed	21008159	22155881	0.95
statpopgen_q02/duckdb:vortex-file-compressed	1367602482	1386885394	0.99
statpopgen_q03/duckdb:vortex-file-compressed	3340480305	3109725784	1.07
statpopgen_q04/duckdb:vortex-file-compressed	3139811028	3139165372	1.00
statpopgen_q05/duckdb:vortex-file-compressed	1430244495	1461820891	0.98
statpopgen_q06/duckdb:vortex-file-compressed	2112872528	2140748294	0.99
statpopgen_q07/duckdb:vortex-file-compressed	222033393	220605175	1.01
statpopgen_q08/duckdb:vortex-file-compressed	265054832	259051861	1.02
statpopgen_q09/duckdb:vortex-file-compressed	2871196598	2897596987	0.99
statpopgen_q10/duckdb:vortex-file-compressed	4721898382	4711531270	1.00

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

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11299729	11040143	1.02
statpopgen_q01/duckdb:vortex-compact	166630017	166012577	1.00
statpopgen_q02/duckdb:vortex-compact	1812780354	1835566624	0.99
statpopgen_q03/duckdb:vortex-compact	3420290982	3488402913	0.98
statpopgen_q04/duckdb:vortex-compact	3455484027	3521477300	0.98
statpopgen_q05/duckdb:vortex-compact	1872160116	1858640453	1.01
statpopgen_q06/duckdb:vortex-compact	2675700716	2695583390	0.99
statpopgen_q07/duckdb:vortex-compact	880368095	885570585	0.99
statpopgen_q08/duckdb:vortex-compact	925154350	916518994	1.01
statpopgen_q09/duckdb:vortex-compact	3287934412	3353909491	0.98
statpopgen_q10/duckdb:vortex-compact	5399276895	5383160233	1.00

duckdb / parquet (0.977x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	319092556	334768223	0.95
statpopgen_q01/duckdb:parquet	406601031	418802444	0.97
statpopgen_q02/duckdb:parquet	1005425600	1024861793	0.98
statpopgen_q03/duckdb:parquet	1506052453	1534369686	0.98
statpopgen_q04/duckdb:parquet	1527440323	1539448079	0.99
statpopgen_q05/duckdb:parquet	1008901005	1040745076	0.97
statpopgen_q06/duckdb:parquet	1498645988	1517080658	0.99
statpopgen_q07/duckdb:parquet	1311521351	1320485259	0.99
statpopgen_q08/duckdb:parquet	1327957146	1330760390	1.00
statpopgen_q09/duckdb:parquet	1325822529	1375316084	0.96
statpopgen_q10/duckdb:parquet	2641021911	2746528904	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+2.4%	-4.7%	+7.4%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+1.6%	-4.7%	+6.6%	+10.0%	➖ noise
1	duckdb:vortex-compact	+0.4%	-2.9%	+3.4%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-5.2%	-2.9%	-2.3%	+271.6%	➖ noise
2	duckdb:vortex-compact	-1.2%	-1.9%	+0.7%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.4%	-1.9%	+0.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	-2.0%	-1.8%	-0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+7.4%	-1.8%	+9.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.9%	-0.8%	-1.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.0%	-0.8%	+0.8%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.7%	-3.1%	+3.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.2%	-3.1%	+0.9%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.7%	-1.2%	+0.5%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.3%	-1.2%	-0.1%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.6%	-0.7%	+0.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.6%	-0.7%	+1.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.9%	-0.2%	+1.2%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.3%	-0.2%	+2.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	-2.0%	-3.6%	+1.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.9%	-3.6%	+2.8%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.3%	-3.8%	+4.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.2%	-3.8%	+4.2%	+10.0%	➖ noise

[github-actions]

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

[github-actions]

File Sizes: Statistical and Population Genetics

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: -7.7%
Vortex (geomean): 0.954x ➖
Parquet (geomean): 1.034x ➖
Shifts: Parquet (control) +3.4% · Median polish +1.0%

---

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

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	222976833	222038154	1.00
tpch_q02/datafusion:vortex-file-compressed	547705280	469736879	1.17
tpch_q03/datafusion:vortex-file-compressed	416185268	383517031	1.09
tpch_q04/datafusion:vortex-file-compressed	267299893	222172264	1.20
tpch_q05/datafusion:vortex-file-compressed	505704362	545000143	0.93
tpch_q06/datafusion:vortex-file-compressed	307817113	380553601	0.81
tpch_q07/datafusion:vortex-file-compressed	439327004	606910043	0.72
tpch_q08/datafusion:vortex-file-compressed	591471912	683277187	0.87
tpch_q09/datafusion:vortex-file-compressed	412796747	529867791	0.78
tpch_q10/datafusion:vortex-file-compressed	493217643	571952835	0.86
tpch_q11/datafusion:vortex-file-compressed	341224422	403863418	0.84
tpch_q12/datafusion:vortex-file-compressed	362454545	441718116	0.82
tpch_q13/datafusion:vortex-file-compressed	176386864	157346497	1.12
tpch_q14/datafusion:vortex-file-compressed	230678420	262485696	0.88
tpch_q15/datafusion:vortex-file-compressed	353075911	356771124	0.99
tpch_q16/datafusion:vortex-file-compressed	233535807	203298523	1.15
tpch_q17/datafusion:vortex-file-compressed	379205901	427835099	0.89
tpch_q18/datafusion:vortex-file-compressed	356304370	399799954	0.89
tpch_q19/datafusion:vortex-file-compressed	378437380	529284762	0.71
tpch_q20/datafusion:vortex-file-compressed	392778078	392116890	1.00
tpch_q21/datafusion:vortex-file-compressed	453876844	443395345	1.02
tpch_q22/datafusion:vortex-file-compressed	164788975	166913543	0.99

datafusion / vortex-compact (0.907x ➖, 2↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	255844956	248700101	1.03
tpch_q02/datafusion:vortex-compact	420236934	422772626	0.99
tpch_q03/datafusion:vortex-compact	414743118	416593895	1.00
tpch_q04/datafusion:vortex-compact	246700888	278223379	0.89
tpch_q05/datafusion:vortex-compact	540050662	450283470	1.20
tpch_q06/datafusion:vortex-compact	405659396	389917428	1.04
tpch_q07/datafusion:vortex-compact	377722482	480791263	0.79
tpch_q08/datafusion:vortex-compact	640396249	551206818	1.16
tpch_q09/datafusion:vortex-compact	432985438	406333871	1.07
tpch_q10/datafusion:vortex-compact	590456187	462425299	1.28
tpch_q11/datafusion:vortex-compact	349570967	323096883	1.08
tpch_q12/datafusion:vortex-compact	459895780	596092816	0.77
tpch_q13/datafusion:vortex-compact 🚀	129008401	195075920	0.66
tpch_q14/datafusion:vortex-compact 🚀	260532012	394658892	0.66
tpch_q15/datafusion:vortex-compact	527454120	720424764	0.73
tpch_q16/datafusion:vortex-compact	196745278	209731952	0.94
tpch_q17/datafusion:vortex-compact	334971473	420368404	0.80
tpch_q18/datafusion:vortex-compact	301769447	356906528	0.85
tpch_q19/datafusion:vortex-compact	464252097	616622537	0.75
tpch_q20/datafusion:vortex-compact	482477422	552033034	0.87
tpch_q21/datafusion:vortex-compact	598166459	626967966	0.95
tpch_q22/datafusion:vortex-compact	143115971	180183872	0.79

datafusion / parquet (1.060x ➖, 2↑ 6↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	246872968	238875126	1.03
tpch_q02/datafusion:parquet 🚨	573004435	411047296	1.39
tpch_q03/datafusion:parquet	358234008	313273176	1.14
tpch_q04/datafusion:parquet	236497079	188105161	1.26
tpch_q05/datafusion:parquet	549575495	486147440	1.13
tpch_q06/datafusion:parquet 🚨	237803238	166864844	1.43
tpch_q07/datafusion:parquet	580471902	581238729	1.00
tpch_q08/datafusion:parquet 🚀	646767751	947031810	0.68
tpch_q09/datafusion:parquet	558562119	538022860	1.04
tpch_q10/datafusion:parquet	589247362	519744086	1.13
tpch_q11/datafusion:parquet 🚨	468363225	340332767	1.38
tpch_q12/datafusion:parquet	253020960	252984828	1.00
tpch_q13/datafusion:parquet	432352136	433730375	1.00
tpch_q14/datafusion:parquet	174755491	220313667	0.79
tpch_q15/datafusion:parquet	296565268	340599847	0.87
tpch_q16/datafusion:parquet	182668225	183989280	0.99
tpch_q17/datafusion:parquet	350037092	481387202	0.73
tpch_q18/datafusion:parquet 🚨	795084689	555526525	1.43
tpch_q19/datafusion:parquet 🚨	568077434	370301385	1.53
tpch_q20/datafusion:parquet 🚨	475733218	357078777	1.33
tpch_q21/datafusion:parquet	754503977	633010305	1.19
tpch_q22/datafusion:parquet 🚀	125211362	224053225	0.56

duckdb / vortex-file-compressed (0.983x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	313736285	277452088	1.13
tpch_q02/duckdb:vortex-file-compressed	1018452298	983328400	1.04
tpch_q03/duckdb:vortex-file-compressed	710379362	658185563	1.08
tpch_q04/duckdb:vortex-file-compressed	359775353	505017449	0.71
tpch_q05/duckdb:vortex-file-compressed	844245009	841449258	1.00
tpch_q06/duckdb:vortex-file-compressed	450921169	406109759	1.11
tpch_q07/duckdb:vortex-file-compressed	729979048	746621979	0.98
tpch_q08/duckdb:vortex-file-compressed	1110281363	1044574717	1.06
tpch_q09/duckdb:vortex-file-compressed	944863181	884159660	1.07
tpch_q10/duckdb:vortex-file-compressed	693873110	760425984	0.91
tpch_q11/duckdb:vortex-file-compressed	488423008	542644199	0.90
tpch_q12/duckdb:vortex-file-compressed	530147304	483624107	1.10
tpch_q13/duckdb:vortex-file-compressed	461337427	521130570	0.89
tpch_q14/duckdb:vortex-file-compressed	412301289	540798141	0.76
tpch_q15/duckdb:vortex-file-compressed	263553611	273872853	0.96
tpch_q16/duckdb:vortex-file-compressed	387288755	366238756	1.06
tpch_q17/duckdb:vortex-file-compressed	778146228	758979783	1.03
tpch_q18/duckdb:vortex-file-compressed	579104593	608345619	0.95
tpch_q19/duckdb:vortex-file-compressed	515341147	475848072	1.08
tpch_q20/duckdb:vortex-file-compressed	783634473	888060206	0.88
tpch_q21/duckdb:vortex-file-compressed	1167692475	1042167530	1.12
tpch_q22/duckdb:vortex-file-compressed	354932382	370430769	0.96

duckdb / vortex-compact (0.998x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	339650877	306385735	1.11
tpch_q02/duckdb:vortex-compact	974733021	939936344	1.04
tpch_q03/duckdb:vortex-compact	624665965	573154932	1.09
tpch_q04/duckdb:vortex-compact	376193038	379924191	0.99
tpch_q05/duckdb:vortex-compact	803103657	940766911	0.85
tpch_q06/duckdb:vortex-compact	409107387	366216509	1.12
tpch_q07/duckdb:vortex-compact	697854647	796013429	0.88
tpch_q08/duckdb:vortex-compact	974845417	977409329	1.00
tpch_q09/duckdb:vortex-compact	963107534	877993089	1.10
tpch_q10/duckdb:vortex-compact	709265254	704964046	1.01
tpch_q11/duckdb:vortex-compact	484406921	483687956	1.00
tpch_q12/duckdb:vortex-compact	452646926	451590193	1.00
tpch_q13/duckdb:vortex-compact	449118475	486440506	0.92
tpch_q14/duckdb:vortex-compact	462259034	625698538	0.74
tpch_q15/duckdb:vortex-compact	313219280	311052190	1.01
tpch_q16/duckdb:vortex-compact	351354651	359438181	0.98
tpch_q17/duckdb:vortex-compact	702079263	716172129	0.98
tpch_q18/duckdb:vortex-compact	519100146	479950912	1.08
tpch_q19/duckdb:vortex-compact	460661584	423571664	1.09
tpch_q20/duckdb:vortex-compact	756234017	798777079	0.95
tpch_q21/duckdb:vortex-compact	1199231396	1081980435	1.11
tpch_q22/duckdb:vortex-compact	389344012	382841748	1.02

duckdb / parquet (1.009x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	462211209	404684628	1.14
tpch_q02/duckdb:parquet	1265668313	1224059243	1.03
tpch_q03/duckdb:parquet	1063824722	993691791	1.07
tpch_q04/duckdb:parquet	660582101	648080836	1.02
tpch_q05/duckdb:parquet	1505497783	1713479937	0.88
tpch_q06/duckdb:parquet	464463230	441155417	1.05
tpch_q07/duckdb:parquet	1322302414	1283486265	1.03
tpch_q08/duckdb:parquet	2072768340	1853521253	1.12
tpch_q09/duckdb:parquet	1548171461	1475676912	1.05
tpch_q10/duckdb:parquet	1370370883	1338757033	1.02
tpch_q11/duckdb:parquet	827350667	874593815	0.95
tpch_q12/duckdb:parquet	784695058	917753977	0.86
tpch_q13/duckdb:parquet	895397071	892244449	1.00
tpch_q14/duckdb:parquet	692451671	634974445	1.09
tpch_q15/duckdb:parquet	527415418	555685752	0.95
tpch_q16/duckdb:parquet	659250643	637446452	1.03
tpch_q17/duckdb:parquet	848777632	747529334	1.14
tpch_q18/duckdb:parquet	857963596	900150420	0.95
tpch_q19/duckdb:parquet	785531544	834129777	0.94
tpch_q20/duckdb:parquet	1140416511	1098146543	1.04
tpch_q21/duckdb:parquet	1102692477	1176223361	0.94
tpch_q22/duckdb:parquet	605619025	635727863	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.9%	+8.6%	-5.3%	+65.9%	➖ noise
1	datafusion:vortex-file-compressed	+0.4%	+8.6%	-7.6%	+76.6%	➖ noise
1	duckdb:vortex-compact	+10.9%	+8.6%	+2.0%	+53.3%	➖ noise
1	duckdb:vortex-file-compressed	+13.1%	+8.6%	+4.1%	+44.3%	➖ noise
2	datafusion:vortex-compact	-0.6%	+20.1%	-17.2%	+38.9%	➖ noise
2	datafusion:vortex-file-compressed	+16.6%	+20.1%	-2.9%	+39.9%	➖ noise
2	duckdb:vortex-compact	+3.7%	+20.1%	-13.6%	+38.9%	➖ noise
2	duckdb:vortex-file-compressed	+3.6%	+20.1%	-13.7%	+38.9%	➖ noise
3	datafusion:vortex-compact	-0.4%	+10.6%	-10.0%	+44.5%	➖ noise
3	datafusion:vortex-file-compressed	+8.5%	+10.6%	-1.9%	+66.2%	➖ noise
3	duckdb:vortex-compact	+9.0%	+10.6%	-1.5%	+38.9%	➖ noise
3	duckdb:vortex-file-compressed	+7.9%	+10.6%	-2.5%	+38.9%	➖ noise
4	datafusion:vortex-compact	-11.3%	+13.2%	-21.7%	+40.0%	➖ noise
4	datafusion:vortex-file-compressed	+20.3%	+13.2%	+6.3%	+38.9%	➖ noise
4	duckdb:vortex-compact	-1.0%	+13.2%	-12.5%	+38.9%	➖ noise
4	duckdb:vortex-file-compressed	-28.8%	+13.2%	-37.1%	+40.9%	✅ faster
5	datafusion:vortex-compact	+19.9%	-0.3%	+20.3%	+38.9%	➖ noise
5	datafusion:vortex-file-compressed	-7.2%	-0.3%	-6.9%	+38.9%	➖ noise
5	duckdb:vortex-compact	-14.6%	-0.3%	-14.3%	+38.9%	➖ noise
5	duckdb:vortex-file-compressed	+0.3%	-0.3%	+0.7%	+38.9%	➖ noise
6	datafusion:vortex-compact	+4.0%	+22.5%	-15.1%	+38.9%	➖ noise
6	datafusion:vortex-file-compressed	-19.1%	+22.5%	-34.0%	+38.9%	✅ faster
6	duckdb:vortex-compact	+11.7%	+22.5%	-8.8%	+38.9%	➖ noise
6	duckdb:vortex-file-compressed	+11.0%	+22.5%	-9.4%	+38.9%	➖ noise
7	datafusion:vortex-compact	-21.4%	+1.4%	-22.5%	+38.9%	➖ noise
7	datafusion:vortex-file-compressed	-27.6%	+1.4%	-28.6%	+38.9%	✅ faster
7	duckdb:vortex-compact	-12.3%	+1.4%	-13.6%	+38.9%	➖ noise
7	duckdb:vortex-file-compressed	-2.2%	+1.4%	-3.6%	+38.9%	➖ noise
8	datafusion:vortex-compact	+16.2%	-12.6%	+32.9%	+38.9%	➖ noise
8	datafusion:vortex-file-compressed	-13.4%	-12.6%	-0.9%	+38.9%	➖ noise
8	duckdb:vortex-compact	-0.3%	-12.6%	+14.1%	+38.9%	➖ noise
8	duckdb:vortex-file-compressed	+6.3%	-12.6%	+21.6%	+38.9%	➖ noise
9	datafusion:vortex-compact	+6.6%	+4.4%	+2.1%	+38.9%	➖ noise
9	datafusion:vortex-file-compressed	-22.1%	+4.4%	-25.4%	+38.9%	➖ noise
9	duckdb:vortex-compact	+9.7%	+4.4%	+5.1%	+38.9%	➖ noise
9	duckdb:vortex-file-compressed	+6.9%	+4.4%	+2.4%	+38.9%	➖ noise
10	datafusion:vortex-compact	+27.7%	+7.7%	+18.5%	+38.9%	➖ noise
10	datafusion:vortex-file-compressed	-13.8%	+7.7%	-20.0%	+38.9%	➖ noise
10	duckdb:vortex-compact	+0.6%	+7.7%	-6.6%	+38.9%	➖ noise
10	duckdb:vortex-file-compressed	-8.8%	+7.7%	-15.3%	+38.9%	➖ noise
11	datafusion:vortex-compact	+8.2%	+14.1%	-5.2%	+39.4%	➖ noise
11	datafusion:vortex-file-compressed	-15.5%	+14.1%	-26.0%	+38.9%	➖ noise
11	duckdb:vortex-compact	+0.1%	+14.1%	-12.2%	+38.9%	➖ noise
11	duckdb:vortex-file-compressed	-10.0%	+14.1%	-21.1%	+38.9%	➖ noise
12	datafusion:vortex-compact	-22.8%	-7.5%	-16.6%	+38.9%	➖ noise
12	datafusion:vortex-file-compressed	-17.9%	-7.5%	-11.3%	+38.9%	➖ noise
12	duckdb:vortex-compact	+0.2%	-7.5%	+8.4%	+38.9%	➖ noise
12	duckdb:vortex-file-compressed	+9.6%	-7.5%	+18.5%	+38.9%	➖ noise
13	datafusion:vortex-compact	-33.9%	+0.0%	-33.9%	+52.0%	➖ noise
13	datafusion:vortex-file-compressed	+12.1%	+0.0%	+12.1%	+38.9%	➖ noise
13	duckdb:vortex-compact	-7.7%	+0.0%	-7.7%	+38.9%	➖ noise
13	duckdb:vortex-file-compressed	-11.5%	+0.0%	-11.5%	+38.9%	➖ noise
14	datafusion:vortex-compact	-34.0%	-7.0%	-29.0%	+38.9%	✅ faster
14	datafusion:vortex-file-compressed	-12.1%	-7.0%	-5.5%	+38.9%	➖ noise
14	duckdb:vortex-compact	-26.1%	-7.0%	-20.6%	+38.9%	➖ noise
14	duckdb:vortex-file-compressed	-23.8%	-7.0%	-18.0%	+38.9%	➖ noise
15	datafusion:vortex-compact	-26.8%	-9.1%	-19.5%	+38.9%	➖ noise
15	datafusion:vortex-file-compressed	-1.0%	-9.1%	+8.9%	+38.9%	➖ noise
15	duckdb:vortex-compact	+0.7%	-9.1%	+10.8%	+38.9%	➖ noise
15	duckdb:vortex-file-compressed	-3.8%	-9.1%	+5.9%	+38.9%	➖ noise
16	datafusion:vortex-compact	-6.2%	+1.3%	-7.4%	+38.9%	➖ noise
16	datafusion:vortex-file-compressed	+14.9%	+1.3%	+13.4%	+38.9%	➖ noise
16	duckdb:vortex-compact	-2.2%	+1.3%	-3.5%	+38.9%	➖ noise
16	duckdb:vortex-file-compressed	+5.7%	+1.3%	+4.4%	+38.9%	➖ noise
17	datafusion:vortex-compact	-20.3%	-9.1%	-12.3%	+38.9%	➖ noise
17	datafusion:vortex-file-compressed	-11.4%	-9.1%	-2.5%	+41.8%	➖ noise
17	duckdb:vortex-compact	-2.0%	-9.1%	+7.9%	+38.9%	➖ noise
17	duckdb:vortex-file-compressed	+2.5%	-9.1%	+12.8%	+38.9%	➖ noise
18	datafusion:vortex-compact	-15.4%	+16.8%	-27.6%	+38.9%	➖ noise
18	datafusion:vortex-file-compressed	-10.9%	+16.8%	-23.7%	+38.9%	➖ noise
18	duckdb:vortex-compact	+8.2%	+16.8%	-7.4%	+38.9%	➖ noise
18	duckdb:vortex-file-compressed	-4.8%	+16.8%	-18.5%	+38.9%	➖ noise
19	datafusion:vortex-compact	-24.7%	+20.2%	-37.4%	+38.9%	✅ faster
19	datafusion:vortex-file-compressed	-28.5%	+20.2%	-40.5%	+38.9%	✅ faster
19	duckdb:vortex-compact	+8.8%	+20.2%	-9.5%	+41.0%	➖ noise
19	duckdb:vortex-file-compressed	+8.3%	+20.2%	-9.9%	+38.9%	➖ noise
20	datafusion:vortex-compact	-12.6%	+17.6%	-25.7%	+38.9%	➖ noise
20	datafusion:vortex-file-compressed	+0.2%	+17.6%	-14.8%	+38.9%	➖ noise
20	duckdb:vortex-compact	-5.3%	+17.6%	-19.5%	+38.9%	➖ noise
20	duckdb:vortex-file-compressed	-11.8%	+17.6%	-25.0%	+38.9%	➖ noise
21	datafusion:vortex-compact	-4.6%	+5.7%	-9.7%	+38.9%	➖ noise
21	datafusion:vortex-file-compressed	+2.4%	+5.7%	-3.2%	+38.9%	➖ noise
21	duckdb:vortex-compact	+10.8%	+5.7%	+4.9%	+38.9%	➖ noise
21	duckdb:vortex-file-compressed	+12.0%	+5.7%	+6.0%	+38.9%	➖ noise
22	datafusion:vortex-compact	-20.6%	-27.0%	+8.9%	+38.9%	➖ noise
22	datafusion:vortex-file-compressed	-1.3%	-27.0%	+35.3%	+38.9%	➖ noise
22	duckdb:vortex-compact	+1.7%	-27.0%	+39.4%	+38.9%	🚨 regression
22	duckdb:vortex-file-compressed	-4.2%	-27.0%	+31.3%	+38.9%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.0%
Vortex (geomean): 1.039x ➖
Parquet (geomean): 1.037x ➖
Shifts: Parquet (control) +3.7% · Median polish +2.8%

---

datafusion / vortex-file-compressed (1.043x ➖, 1↑ 5↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	2041800	1889203	1.08
clickbench_q01/datafusion:vortex-file-compressed	14403917	13939671	1.03
clickbench_q02/datafusion:vortex-file-compressed	34143148	31264638	1.09
clickbench_q03/datafusion:vortex-file-compressed	40593695	38421356	1.06
clickbench_q04/datafusion:vortex-file-compressed	314741615	310446627	1.01
clickbench_q05/datafusion:vortex-file-compressed	328476474	320204655	1.03
clickbench_q06/datafusion:vortex-file-compressed	1982802	1952097	1.02
clickbench_q07/datafusion:vortex-file-compressed	19298381	18292606	1.05
clickbench_q08/datafusion:vortex-file-compressed	395520986	384078789	1.03
clickbench_q09/datafusion:vortex-file-compressed	597357138	566643951	1.05
clickbench_q10/datafusion:vortex-file-compressed 🚨	79211239	71141010	1.11
clickbench_q11/datafusion:vortex-file-compressed	87090247	83595534	1.04
clickbench_q12/datafusion:vortex-file-compressed	279669089	273938782	1.02
clickbench_q13/datafusion:vortex-file-compressed	432615278	416784825	1.04
clickbench_q14/datafusion:vortex-file-compressed	269343388	265927485	1.01
clickbench_q15/datafusion:vortex-file-compressed	379809828	362106765	1.05
clickbench_q16/datafusion:vortex-file-compressed	720917707	703023248	1.03
clickbench_q17/datafusion:vortex-file-compressed	736808087	690992706	1.07
clickbench_q18/datafusion:vortex-file-compressed	1406999917	1425231293	0.99
clickbench_q19/datafusion:vortex-file-compressed 🚀	25728178	29457193	0.87
clickbench_q20/datafusion:vortex-file-compressed	368977158	357468484	1.03
clickbench_q21/datafusion:vortex-file-compressed	426142373	410380432	1.04
clickbench_q22/datafusion:vortex-file-compressed	513621875	498112225	1.03
clickbench_q23/datafusion:vortex-file-compressed 🚨	771249825	678127265	1.14
clickbench_q24/datafusion:vortex-file-compressed	55795749	51084111	1.09
clickbench_q25/datafusion:vortex-file-compressed	72446613	77179786	0.94
clickbench_q26/datafusion:vortex-file-compressed	48174658	50979572	0.94
clickbench_q27/datafusion:vortex-file-compressed	839764628	805667284	1.04
clickbench_q28/datafusion:vortex-file-compressed	6928252745	6773034054	1.02
clickbench_q29/datafusion:vortex-file-compressed	248623564	240289452	1.03
clickbench_q30/datafusion:vortex-file-compressed	252307267	234920960	1.07
clickbench_q31/datafusion:vortex-file-compressed	290372925	267821296	1.08
clickbench_q32/datafusion:vortex-file-compressed 🚨	1335692902	1152075470	1.16
clickbench_q33/datafusion:vortex-file-compressed	1464547543	1386736735	1.06
clickbench_q34/datafusion:vortex-file-compressed	1444272802	1410979228	1.02
clickbench_q35/datafusion:vortex-file-compressed	542536782	512752782	1.06
clickbench_q36/datafusion:vortex-file-compressed 🚨	87606394	78469854	1.12
clickbench_q37/datafusion:vortex-file-compressed	42073564	38958439	1.08
clickbench_q38/datafusion:vortex-file-compressed	24137332	23760536	1.02
clickbench_q39/datafusion:vortex-file-compressed	160024346	158633031	1.01
clickbench_q40/datafusion:vortex-file-compressed	19808323	18076950	1.10
clickbench_q41/datafusion:vortex-file-compressed	18896836	18844724	1.00
clickbench_q42/datafusion:vortex-file-compressed 🚨	21511971	19294008	1.11

datafusion / parquet (1.064x ➖, 0↑ 6↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚨	2799471	1920311	1.46
clickbench_q01/datafusion:parquet	22098914	21971992	1.01
clickbench_q02/datafusion:parquet	60796900	59155606	1.03
clickbench_q03/datafusion:parquet 🚨	50471429	45640822	1.11
clickbench_q04/datafusion:parquet 🚨	379731036	336899338	1.13
clickbench_q05/datafusion:parquet	398983801	363436517	1.10
clickbench_q06/datafusion:parquet	1918219	1750763	1.10
clickbench_q07/datafusion:parquet	28635011	26908531	1.06
clickbench_q08/datafusion:parquet	463356314	427134131	1.08
clickbench_q09/datafusion:parquet 🚨	745423521	651010395	1.15
clickbench_q10/datafusion:parquet	123785551	112623919	1.10
clickbench_q11/datafusion:parquet	146236467	136832979	1.07
clickbench_q12/datafusion:parquet	396006192	363664601	1.09
clickbench_q13/datafusion:parquet	565325210	516715143	1.09
clickbench_q14/datafusion:parquet	391502184	357169990	1.10
clickbench_q15/datafusion:parquet	402994610	374913037	1.07
clickbench_q16/datafusion:parquet	754698340	692817899	1.09
clickbench_q17/datafusion:parquet 🚨	762040568	685266393	1.11
clickbench_q18/datafusion:parquet	1439888625	1441675345	1.00
clickbench_q19/datafusion:parquet 🚨	40324020	35103556	1.15
clickbench_q20/datafusion:parquet	659963480	635774055	1.04
clickbench_q21/datafusion:parquet	709680218	686502900	1.03
clickbench_q22/datafusion:parquet	1016093889	1002645621	1.01
clickbench_q23/datafusion:parquet	3855301817	3692172146	1.04
clickbench_q24/datafusion:parquet	94273635	88760086	1.06
clickbench_q25/datafusion:parquet	145885650	142519668	1.02
clickbench_q26/datafusion:parquet	94673073	88734976	1.07
clickbench_q27/datafusion:parquet	1101716062	1082950935	1.02
clickbench_q28/datafusion:parquet	6476094736	6626676262	0.98
clickbench_q29/datafusion:parquet	239455778	246049560	0.97
clickbench_q30/datafusion:parquet	383060442	366344778	1.05
clickbench_q31/datafusion:parquet	420063253	399517785	1.05
clickbench_q32/datafusion:parquet	1355755828	1294823745	1.05
clickbench_q33/datafusion:parquet	1648905913	1584652243	1.04
clickbench_q34/datafusion:parquet	1612366093	1541082887	1.05
clickbench_q35/datafusion:parquet	559000312	528575550	1.06
clickbench_q36/datafusion:parquet	151082807	143507010	1.05
clickbench_q37/datafusion:parquet	65184941	61994008	1.05
clickbench_q38/datafusion:parquet	96375727	96545280	1.00
clickbench_q39/datafusion:parquet	290225981	280206447	1.04
clickbench_q40/datafusion:parquet	36883459	35975269	1.03
clickbench_q41/datafusion:parquet	32100799	30518422	1.05
clickbench_q42/datafusion:parquet	33225390	32467060	1.02

duckdb / vortex-file-compressed (1.036x ➖, 0↑ 5↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6560128	6281683	1.04
clickbench_q01/duckdb:vortex-file-compressed	14914735	14390149	1.04
clickbench_q02/duckdb:vortex-file-compressed	27059245	26764191	1.01
clickbench_q03/duckdb:vortex-file-compressed	32122742	31639124	1.02
clickbench_q04/duckdb:vortex-file-compressed	188758659	189376520	1.00
clickbench_q05/duckdb:vortex-file-compressed	184888763	185613519	1.00
clickbench_q06/duckdb:vortex-file-compressed	19762809	19628632	1.01
clickbench_q07/duckdb:vortex-file-compressed	16833419	15908726	1.06
clickbench_q08/duckdb:vortex-file-compressed	267105762	267649839	1.00
clickbench_q09/duckdb:vortex-file-compressed	345057848	342988254	1.01
clickbench_q10/duckdb:vortex-file-compressed	71999875	72000647	1.00
clickbench_q11/duckdb:vortex-file-compressed	84846174	83205039	1.02
clickbench_q12/duckdb:vortex-file-compressed	206594044	199982058	1.03
clickbench_q13/duckdb:vortex-file-compressed	411955569	407366127	1.01
clickbench_q14/duckdb:vortex-file-compressed	240372304	236047187	1.02
clickbench_q15/duckdb:vortex-file-compressed	248159147	249363749	1.00
clickbench_q16/duckdb:vortex-file-compressed	785280051	749860903	1.05
clickbench_q17/duckdb:vortex-file-compressed	566308146	552507657	1.02
clickbench_q18/duckdb:vortex-file-compressed	1242734643	1152589328	1.08
clickbench_q19/duckdb:vortex-file-compressed	24447229	23891430	1.02
clickbench_q20/duckdb:vortex-file-compressed	400715093	370953080	1.08
clickbench_q21/duckdb:vortex-file-compressed	424728188	410959219	1.03
clickbench_q22/duckdb:vortex-file-compressed	572431750	620649278	0.92
clickbench_q23/duckdb:vortex-file-compressed	1833394738	1770863835	1.04
clickbench_q24/duckdb:vortex-file-compressed	55953583	54021760	1.04
clickbench_q25/duckdb:vortex-file-compressed	80553096	78705065	1.02
clickbench_q26/duckdb:vortex-file-compressed	48851917	51234463	0.95
clickbench_q27/duckdb:vortex-file-compressed	513957071	505344135	1.02
clickbench_q28/duckdb:vortex-file-compressed	3018037459	2998684463	1.01
clickbench_q29/duckdb:vortex-file-compressed	30495657	29323443	1.04
clickbench_q30/duckdb:vortex-file-compressed	197423552	191972008	1.03
clickbench_q31/duckdb:vortex-file-compressed	286509582	286469700	1.00
clickbench_q32/duckdb:vortex-file-compressed	1409988681	1371739860	1.03
clickbench_q33/duckdb:vortex-file-compressed 🚨	1608524829	1417923030	1.13
clickbench_q34/duckdb:vortex-file-compressed 🚨	1691177684	1495625285	1.13
clickbench_q35/duckdb:vortex-file-compressed	381397703	380459991	1.00
clickbench_q36/duckdb:vortex-file-compressed	35270612	32113202	1.10
clickbench_q37/duckdb:vortex-file-compressed 🚨	28326096	23956677	1.18
clickbench_q38/duckdb:vortex-file-compressed	27822913	26016604	1.07
clickbench_q39/duckdb:vortex-file-compressed	48581358	47211165	1.03
clickbench_q40/duckdb:vortex-file-compressed 🚨	27033600	24278256	1.11
clickbench_q41/duckdb:vortex-file-compressed	25578867	23261150	1.10
clickbench_q42/duckdb:vortex-file-compressed 🚨	26766762	24065076	1.11

duckdb / parquet (1.011x ➖, 1↑ 1↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	26760833	26216786	1.02
clickbench_q01/duckdb:parquet	27803376	27994942	0.99
clickbench_q02/duckdb:parquet	50048076	48231345	1.04
clickbench_q03/duckdb:parquet	37856054	38660107	0.98
clickbench_q04/duckdb:parquet	206888281	201507048	1.03
clickbench_q05/duckdb:parquet	275503980	273968539	1.01
clickbench_q06/duckdb:parquet	46542780	45015264	1.03
clickbench_q07/duckdb:parquet	29737061	29167298	1.02
clickbench_q08/duckdb:parquet	271700244	266668957	1.02
clickbench_q09/duckdb:parquet	403113294	396965418	1.02
clickbench_q10/duckdb:parquet	82896124	80964438	1.02
clickbench_q11/duckdb:parquet	99147284	98177207	1.01
clickbench_q12/duckdb:parquet	287515758	296210271	0.97
clickbench_q13/duckdb:parquet	494734748	479315242	1.03
clickbench_q14/duckdb:parquet	334471382	324116975	1.03
clickbench_q15/duckdb:parquet	255193597	257740522	0.99
clickbench_q16/duckdb:parquet	657505425	641377091	1.03
clickbench_q17/duckdb:parquet	542427463	552102914	0.98
clickbench_q18/duckdb:parquet	1101745076	1086791808	1.01
clickbench_q19/duckdb:parquet	25643149	25504539	1.01
clickbench_q20/duckdb:parquet	428653792	421606981	1.02
clickbench_q21/duckdb:parquet	545440072	547558014	1.00
clickbench_q22/duckdb:parquet	927802865	939705560	0.99
clickbench_q23/duckdb:parquet	313162143	317582257	0.99
clickbench_q24/duckdb:parquet	70504131	70013793	1.01
clickbench_q25/duckdb:parquet	157207147	156983654	1.00
clickbench_q26/duckdb:parquet	49794596	49308048	1.01
clickbench_q27/duckdb:parquet	647725888	650239718	1.00
clickbench_q28/duckdb:parquet	4835050797	4812580558	1.00
clickbench_q29/duckdb:parquet	40560359	40245600	1.01
clickbench_q30/duckdb:parquet	302929974	299628315	1.01
clickbench_q31/duckdb:parquet	361889121	361091636	1.00
clickbench_q32/duckdb:parquet	1220297550	1158472475	1.05
clickbench_q33/duckdb:parquet	1322632757	1299195147	1.02
clickbench_q34/duckdb:parquet	1413600810	1329502040	1.06
clickbench_q35/duckdb:parquet	362670722	364283888	1.00
clickbench_q36/duckdb:parquet	48251279	46252952	1.04
clickbench_q37/duckdb:parquet	31880208	32721346	0.97
clickbench_q38/duckdb:parquet	33949034	34215233	0.99
clickbench_q39/duckdb:parquet	80464740	79240653	1.02
clickbench_q40/duckdb:parquet 🚀	16919568	19375282	0.87
clickbench_q41/duckdb:parquet 🚨	18892574	17021701	1.11
clickbench_q42/duckdb:parquet	21966963	20117490	1.09

duckdb / duckdb (0.973x ➖, 3↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚀	17558929	19585998	0.90
clickbench_q01/duckdb:duckdb	33115966	36454626	0.91
clickbench_q02/duckdb:duckdb	45809501	49434076	0.93
clickbench_q03/duckdb:duckdb	48404365	49750184	0.97
clickbench_q04/duckdb:duckdb	188485932	191002203	0.99
clickbench_q05/duckdb:duckdb	267914938	271448584	0.99
clickbench_q06/duckdb:duckdb	35761790	39067298	0.92
clickbench_q07/duckdb:duckdb	36388742	38653692	0.94
clickbench_q08/duckdb:duckdb	248047015	248002658	1.00
clickbench_q09/duckdb:duckdb	374736929	367224815	1.02
clickbench_q10/duckdb:duckdb	98138394	100193420	0.98
clickbench_q11/duckdb:duckdb	107851859	109179509	0.99
clickbench_q12/duckdb:duckdb	238004018	235055110	1.01
clickbench_q13/duckdb:duckdb	486764137	492795438	0.99
clickbench_q14/duckdb:duckdb	277312892	276086105	1.00
clickbench_q15/duckdb:duckdb	218202395	219177005	1.00
clickbench_q16/duckdb:duckdb	668625204	644841390	1.04
clickbench_q17/duckdb:duckdb	563714966	569365170	0.99
clickbench_q18/duckdb:duckdb	1258021543	1232717676	1.02
clickbench_q19/duckdb:duckdb 🚀	34169664	37969062	0.90
clickbench_q20/duckdb:duckdb	971178470	1065228718	0.91
clickbench_q21/duckdb:duckdb	1043001601	1070219220	0.97
clickbench_q22/duckdb:duckdb	1109113046	1051596012	1.05
clickbench_q23/duckdb:duckdb	268164944	259821083	1.03
clickbench_q24/duckdb:duckdb	63402798	64290290	0.99
clickbench_q25/duckdb:duckdb	143750007	147120418	0.98
clickbench_q26/duckdb:duckdb	61723834	61134168	1.01
clickbench_q27/duckdb:duckdb 🚀	1074939077	1204634610	0.89
clickbench_q28/duckdb:duckdb	4674072925	4688286117	1.00
clickbench_q29/duckdb:duckdb	48731526	52737118	0.92
clickbench_q30/duckdb:duckdb	270937838	260992252	1.04
clickbench_q31/duckdb:duckdb	426134303	427992187	1.00
clickbench_q32/duckdb:duckdb	1481794518	1504758043	0.98
clickbench_q33/duckdb:duckdb	2170142324	2123601441	1.02
clickbench_q34/duckdb:duckdb	2394669138	2237635559	1.07
clickbench_q35/duckdb:duckdb	282591966	287899066	0.98
clickbench_q36/duckdb:duckdb	41957178	46249536	0.91
clickbench_q37/duckdb:duckdb	32389919	34328096	0.94
clickbench_q38/duckdb:duckdb	32929883	34855035	0.94
clickbench_q39/duckdb:duckdb	66309708	68847767	0.96
clickbench_q40/duckdb:duckdb	32625774	34824142	0.94
clickbench_q41/duckdb:duckdb	31000607	33085489	0.94
clickbench_q42/duckdb:duckdb	32316218	35239903	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+8.1%	+22.0%	-11.4%	+749.9%	➖ noise
0	duckdb:duckdb	-10.3%	+22.0%	-26.5%	+256.5%	➖ noise
0	duckdb:vortex-file-compressed	+4.4%	+22.0%	-14.4%	+350.2%	➖ noise
1	datafusion:vortex-file-compressed	+3.3%	-0.1%	+3.4%	+32.5%	➖ noise
1	duckdb:duckdb	-9.2%	-0.1%	-9.1%	+57.9%	➖ noise
1	duckdb:vortex-file-compressed	+3.6%	-0.1%	+3.7%	+18.2%	➖ noise
2	datafusion:vortex-file-compressed	+9.2%	+3.3%	+5.7%	+19.9%	➖ noise
2	duckdb:duckdb	-7.3%	+3.3%	-10.3%	+23.2%	➖ noise
2	duckdb:vortex-file-compressed	+1.1%	+3.3%	-2.1%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+5.7%	+4.1%	+1.5%	+160.3%	➖ noise
3	duckdb:duckdb	-2.7%	+4.1%	-6.5%	+53.8%	➖ noise
3	duckdb:vortex-file-compressed	+1.5%	+4.1%	-2.4%	+81.4%	➖ noise
4	datafusion:vortex-file-compressed	+1.4%	+7.6%	-5.8%	+10.0%	➖ noise
4	duckdb:duckdb	-1.3%	+7.6%	-8.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.3%	+7.6%	-7.3%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.6%	+5.1%	-2.4%	+10.0%	➖ noise
5	duckdb:duckdb	-1.3%	+5.1%	-6.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.4%	+5.1%	-5.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.6%	+6.4%	-4.6%	+39.3%	➖ noise
6	duckdb:duckdb	-8.5%	+6.4%	-14.0%	+31.7%	➖ noise
6	duckdb:vortex-file-compressed	+0.7%	+6.4%	-5.4%	+20.5%	➖ noise
7	datafusion:vortex-file-compressed	+5.5%	+4.2%	+1.3%	+10.3%	➖ noise
7	duckdb:duckdb	-5.9%	+4.2%	-9.6%	+14.2%	➖ noise
7	duckdb:vortex-file-compressed	+5.8%	+4.2%	+1.6%	+12.5%	➖ noise
8	datafusion:vortex-file-compressed	+3.0%	+5.1%	-2.0%	+10.0%	➖ noise
8	duckdb:duckdb	+0.0%	+5.1%	-4.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.2%	+5.1%	-5.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+5.4%	+7.8%	-2.2%	+10.0%	➖ noise
9	duckdb:duckdb	+2.0%	+7.8%	-5.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.6%	+7.8%	-6.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+11.3%	+6.1%	+5.0%	+12.7%	➖ noise
10	duckdb:duckdb	-2.1%	+6.1%	-7.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.0%	+6.1%	-5.7%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+4.2%	+3.9%	+0.3%	+10.0%	➖ noise
11	duckdb:duckdb	-1.2%	+3.9%	-4.9%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.0%	+3.9%	-1.8%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.1%	+2.8%	-0.7%	+10.0%	➖ noise
12	duckdb:duckdb	+1.3%	+2.8%	-1.5%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+3.3%	+2.8%	+0.5%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+3.8%	+6.3%	-2.3%	+10.0%	➖ noise
13	duckdb:duckdb	-1.2%	+6.3%	-7.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+1.1%	+6.3%	-4.8%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.3%	+6.4%	-4.8%	+10.0%	➖ noise
14	duckdb:duckdb	+0.4%	+6.4%	-5.6%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.8%	+6.4%	-4.3%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+4.9%	+3.2%	+1.7%	+10.0%	➖ noise
15	duckdb:duckdb	-0.4%	+3.2%	-3.5%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.5%	+3.2%	-3.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+2.5%	+5.7%	-3.0%	+10.0%	➖ noise
16	duckdb:duckdb	+3.7%	+5.7%	-1.9%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+4.7%	+5.7%	-0.9%	+15.6%	➖ noise
17	datafusion:vortex-file-compressed	+6.6%	+4.5%	+2.0%	+10.0%	➖ noise
17	duckdb:duckdb	-1.0%	+4.5%	-5.3%	+11.3%	➖ noise
17	duckdb:vortex-file-compressed	+2.5%	+4.5%	-1.9%	+20.1%	➖ noise
18	datafusion:vortex-file-compressed	-1.3%	+0.6%	-1.9%	+10.0%	➖ noise
18	duckdb:duckdb	+2.1%	+0.6%	+1.4%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+7.8%	+0.6%	+7.2%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-12.7%	+7.5%	-18.7%	+21.3%	✅ faster
19	duckdb:duckdb	-10.0%	+7.5%	-16.3%	+12.7%	✅ faster
19	duckdb:vortex-file-compressed	+2.3%	+7.5%	-4.8%	+28.6%	➖ noise
20	datafusion:vortex-file-compressed	+3.2%	+2.7%	+0.5%	+196.0%	➖ noise
20	duckdb:duckdb	-8.8%	+2.7%	-11.3%	+27.0%	➖ noise
20	duckdb:vortex-file-compressed	+8.0%	+2.7%	+5.1%	+13.2%	➖ noise
21	datafusion:vortex-file-compressed	+3.8%	+1.5%	+2.3%	+10.0%	➖ noise
21	duckdb:duckdb	-2.5%	+1.5%	-4.0%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+3.4%	+1.5%	+1.8%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+3.1%	+0.0%	+3.1%	+11.2%	➖ noise
22	duckdb:duckdb	+5.5%	+0.0%	+5.4%	+17.0%	➖ noise
22	duckdb:vortex-file-compressed	-7.8%	+0.0%	-7.8%	+17.2%	➖ noise
23	datafusion:vortex-file-compressed	+13.7%	+1.5%	+12.1%	+41.5%	➖ noise
23	duckdb:duckdb	+3.2%	+1.5%	+1.7%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+3.5%	+1.5%	+2.0%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+9.2%	+3.4%	+5.6%	+20.2%	➖ noise
24	duckdb:duckdb	-1.4%	+3.4%	-4.6%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+3.6%	+3.4%	+0.2%	+21.5%	➖ noise
25	datafusion:vortex-file-compressed	-6.1%	+1.2%	-7.3%	+15.2%	➖ noise
25	duckdb:duckdb	-2.3%	+1.2%	-3.5%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+2.3%	+1.2%	+1.1%	+13.8%	➖ noise
26	datafusion:vortex-file-compressed	-5.5%	+3.8%	-9.0%	+18.5%	➖ noise
26	duckdb:duckdb	+1.0%	+3.8%	-2.7%	+12.4%	➖ noise
26	duckdb:vortex-file-compressed	-4.7%	+3.8%	-8.1%	+26.5%	➖ noise
27	datafusion:vortex-file-compressed	+4.2%	+0.7%	+3.5%	+10.0%	➖ noise
27	duckdb:duckdb	-10.8%	+0.7%	-11.4%	+10.0%	✅ faster
27	duckdb:vortex-file-compressed	+1.7%	+0.7%	+1.0%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+2.3%	-0.9%	+3.2%	+10.0%	➖ noise
28	duckdb:duckdb	-0.3%	-0.9%	+0.6%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.6%	-0.9%	+1.6%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+3.5%	-1.0%	+4.5%	+10.0%	➖ noise
29	duckdb:duckdb	-7.6%	-1.0%	-6.7%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+4.0%	-1.0%	+5.0%	+16.0%	➖ noise
30	datafusion:vortex-file-compressed	+7.4%	+2.8%	+4.5%	+10.0%	➖ noise
30	duckdb:duckdb	+3.8%	+2.8%	+1.0%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+2.8%	+2.8%	+0.0%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+8.4%	+2.7%	+5.6%	+10.0%	➖ noise
31	duckdb:duckdb	-0.4%	+2.7%	-3.0%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+0.0%	+2.7%	-2.6%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+15.9%	+5.0%	+10.4%	+16.8%	➖ noise
32	duckdb:duckdb	-1.5%	+5.0%	-6.2%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+2.8%	+5.0%	-2.1%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+5.6%	+2.9%	+2.6%	+10.0%	➖ noise
33	duckdb:duckdb	+2.2%	+2.9%	-0.7%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+13.4%	+2.9%	+10.2%	+10.0%	🚨 regression
34	datafusion:vortex-file-compressed	+2.4%	+5.5%	-3.0%	+10.0%	➖ noise
34	duckdb:duckdb	+7.0%	+5.5%	+1.5%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+13.1%	+5.5%	+7.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+5.8%	+2.6%	+3.1%	+10.0%	➖ noise
35	duckdb:duckdb	-1.8%	+2.6%	-4.3%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.2%	+2.6%	-2.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+11.6%	+4.8%	+6.5%	+13.2%	➖ noise
36	duckdb:duckdb	-9.3%	+4.8%	-13.4%	+18.2%	➖ noise
36	duckdb:vortex-file-compressed	+9.8%	+4.8%	+4.8%	+13.4%	➖ noise
37	datafusion:vortex-file-compressed	+8.0%	+1.2%	+6.7%	+10.0%	➖ noise
37	duckdb:duckdb	-5.6%	+1.2%	-6.8%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+18.2%	+1.2%	+16.8%	+18.7%	➖ noise
38	datafusion:vortex-file-compressed	+1.6%	-0.5%	+2.1%	+13.3%	➖ noise
38	duckdb:duckdb	-5.5%	-0.5%	-5.1%	+11.3%	➖ noise
38	duckdb:vortex-file-compressed	+6.9%	-0.5%	+7.5%	+10.0%	➖ noise
39	datafusion:vortex-file-compressed	+0.9%	+2.6%	-1.6%	+12.1%	➖ noise
39	duckdb:duckdb	-3.7%	+2.6%	-6.1%	+16.1%	➖ noise
39	duckdb:vortex-file-compressed	+2.9%	+2.6%	+0.3%	+11.3%	➖ noise
40	datafusion:vortex-file-compressed	+9.6%	-5.4%	+15.8%	+16.1%	➖ noise
40	duckdb:duckdb	-6.3%	-5.4%	-1.0%	+12.3%	➖ noise
40	duckdb:vortex-file-compressed	+11.3%	-5.4%	+17.7%	+18.4%	➖ noise
41	datafusion:vortex-file-compressed	+0.3%	+8.0%	-7.2%	+16.4%	➖ noise
41	duckdb:duckdb	-6.3%	+8.0%	-13.3%	+10.3%	✅ faster
41	duckdb:vortex-file-compressed	+10.0%	+8.0%	+1.8%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	+11.5%	+5.7%	+5.5%	+10.5%	➖ noise
42	duckdb:duckdb	-8.3%	+5.7%	-13.2%	+10.0%	✅ faster
42	duckdb:vortex-file-compressed	+11.2%	+5.7%	+5.2%	+10.0%	➖ noise

[github-actions]

File Sizes: Clickbench on NVME

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

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

Totals:

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

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.007x ➖
Parquet (geomean): 1.017x ➖

---

unknown / unknown (1.022x ➖, 1↑ 6↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
compress time/Arade	1221564783	1171723909	1.04
compress time/Bimbo	7316314126	7058875539	1.04
compress time/CMSprovider	2993733552	2931874205	1.02
compress time/Euro2016	453907400	416816520	1.09
compress time/Food	411723176	391904667	1.05
compress time/HashTags	815855971	804322748	1.01
compress time/TPC-H l_comment canonical	1363028352	1310695560	1.04
compress time/TPC-H l_comment chunked	1368291791	1303005820	1.05
compress time/taxi	746092236	716777827	1.04
compress time/wide table cols=100 chunks=1 rows=1000	12364522	12992605	0.95
compress time/wide table cols=100 chunks=50 rows=1000	13485506	12634329	1.07
compress time/wide table cols=1000 chunks=1 rows=1000	141246521	135103572	1.05
compress time/wide table cols=1000 chunks=50 rows=1000	142520969	139933475	1.02
compress time/wide table cols=10000 chunks=1 rows=1000	1440236710	1417671732	1.02
compress time/wide table cols=10000 chunks=50 rows=1000	1452734616	1408684858	1.03
decompress time/Arade	33000526	31604882	1.04
decompress time/Bimbo	105180606	98521038	1.07
decompress time/CMSprovider	94578921	86378786	1.09
decompress time/Euro2016	22530006	21099887	1.07
decompress time/Food 🚨	11132626	10010841	1.11
decompress time/HashTags	83356037	81926635	1.02
decompress time/TPC-H l_comment canonical	44170332	40522509	1.09
decompress time/TPC-H l_comment chunked	42202991	40886262	1.03
decompress time/taxi	21533017	22147154	0.97
decompress time/wide table cols=100 chunks=1 rows=1000	2878145	2812508	1.02
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	3224083	2703073	1.19
decompress time/wide table cols=1000 chunks=1 rows=1000	25940991	24475259	1.06
decompress time/wide table cols=1000 chunks=50 rows=1000	26553427	24491336	1.08
decompress time/wide table cols=10000 chunks=1 rows=1000	271058379	246905989	1.10
decompress time/wide table cols=10000 chunks=50 rows=1000	268204631	250237810	1.07
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	3095785916	3030019091	1.02
parquet_rs-zstd compress time/Bimbo	17836754156	17061539661	1.05
parquet_rs-zstd compress time/CMSprovider	8094412727	7691092505	1.05
parquet_rs-zstd compress time/Euro2016	1397868323	1347894345	1.04
parquet_rs-zstd compress time/Food	953453817	927954541	1.03
parquet_rs-zstd compress time/HashTags	2601881031	2443589990	1.06
parquet_rs-zstd compress time/TPC-H l_comment canonical	3200787939	3117454469	1.03
parquet_rs-zstd compress time/TPC-H l_comment chunked	3197009800	3094922783	1.03
parquet_rs-zstd compress time/taxi	1551803806	1498253813	1.04
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚨	7637013	6633598	1.15
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚨	7370372	6671450	1.10
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	91982341	90715619	1.01
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	92365396	85805315	1.08
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	883873651	877614048	1.01
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	877777723	893786163	0.98
parquet_rs-zstd decompress time/Arade	657427590	641593374	1.02
parquet_rs-zstd decompress time/Bimbo	1732025851	1716374052	1.01
parquet_rs-zstd decompress time/CMSprovider	2034210930	1926620572	1.06
parquet_rs-zstd decompress time/Euro2016	398561508	388964304	1.02
parquet_rs-zstd decompress time/Food	228695728	219903205	1.04
parquet_rs-zstd decompress time/HashTags	690403427	635967688	1.09
parquet_rs-zstd decompress time/TPC-H l_comment canonical	574718234	568836312	1.01
parquet_rs-zstd decompress time/TPC-H l_comment chunked	572625501	562287868	1.02
parquet_rs-zstd decompress time/taxi	249481841	245271627	1.02
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2893467	2735566	1.06
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2847620	2715296	1.05
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	33109929	32939138	1.01
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	32871722	32523027	1.01
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	367591167	373340892	0.98
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	375900674	376285240	1.00
vortex-file-compressed size/Arade	145363828	145363828	1.00
vortex-file-compressed size/Bimbo	468763364	468763364	1.00
vortex-file-compressed size/CMSprovider	417907844	417907844	1.00
vortex-file-compressed size/Euro2016	163395324	163599188	1.00
vortex-file-compressed size/Food	41926968	41926968	1.00
vortex-file-compressed size/HashTags	195647860	195647860	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087392	179087392	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087392	179087392	1.00
vortex-file-compressed size/taxi	52363980	52363980	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930880	930880	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930880	930880	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293680	9293680	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293680	9293680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957680	92957680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957680	92957680	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.02
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.97
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.05
vortex:parquet-zstd ratio compress time/Food	0	0	1.02
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.95
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.02
vortex:parquet-zstd ratio compress time/taxi	0	0	1.00
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚀	1	1	0.83
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	0.97
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.03
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.95
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.05
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.02
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.06
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.04
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.04
vortex:parquet-zstd ratio decompress time/Food	0	0	1.07
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.94
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.08
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.01
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.96
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	1	0.97
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000 🚨	1	0	1.14
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	0	0	1.11
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.07
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.8%
Vortex (geomean): 0.984x ➖
Parquet (geomean): 0.957x ➖
Shifts: Parquet (control) -4.3% · Median polish +2.1%

---

datafusion / vortex-file-compressed (0.945x ➖, 2↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	683556768	694733480	0.98
tpch_q02/datafusion:vortex-file-compressed	666036624	778675849	0.86
tpch_q03/datafusion:vortex-file-compressed 🚀	830029030	1476964760	0.56
tpch_q04/datafusion:vortex-file-compressed	619770269	757623309	0.82
tpch_q05/datafusion:vortex-file-compressed	1045977744	1180110997	0.89
tpch_q06/datafusion:vortex-file-compressed	692395925	652820694	1.06
tpch_q07/datafusion:vortex-file-compressed	1223278122	1239903661	0.99
tpch_q08/datafusion:vortex-file-compressed	1456621258	1621544453	0.90
tpch_q09/datafusion:vortex-file-compressed	1585934634	1598645123	0.99
tpch_q10/datafusion:vortex-file-compressed	1120008734	1076991465	1.04
tpch_q11/datafusion:vortex-file-compressed	612304036	604846530	1.01
tpch_q12/datafusion:vortex-file-compressed	952815175	895187025	1.06
tpch_q13/datafusion:vortex-file-compressed	478083490	426995616	1.12
tpch_q14/datafusion:vortex-file-compressed	611143330	605415117	1.01
tpch_q15/datafusion:vortex-file-compressed	1267477337	1133951587	1.12
tpch_q16/datafusion:vortex-file-compressed	396971628	408711957	0.97
tpch_q17/datafusion:vortex-file-compressed	1210458421	1277036002	0.95
tpch_q18/datafusion:vortex-file-compressed	1403417044	1363859068	1.03
tpch_q19/datafusion:vortex-file-compressed	815868449	836300139	0.98
tpch_q20/datafusion:vortex-file-compressed	986365213	1025289133	0.96
tpch_q21/datafusion:vortex-file-compressed	1731475596	1671174638	1.04
tpch_q22/datafusion:vortex-file-compressed 🚀	323265706	473423312	0.68

datafusion / vortex-compact (0.904x ➖, 3↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	715974305	697190985	1.03
tpch_q02/datafusion:vortex-compact	1031028654	834477466	1.24
tpch_q03/datafusion:vortex-compact	1118067237	1158101256	0.97
tpch_q04/datafusion:vortex-compact	598174741	695266077	0.86
tpch_q05/datafusion:vortex-compact	1054532602	956694283	1.10
tpch_q06/datafusion:vortex-compact	656523875	613150633	1.07
tpch_q07/datafusion:vortex-compact	1098767802	1018992062	1.08
tpch_q08/datafusion:vortex-compact	1363482581	1356483661	1.01
tpch_q09/datafusion:vortex-compact	1285035218	1337576146	0.96
tpch_q10/datafusion:vortex-compact	925904732	933338628	0.99
tpch_q11/datafusion:vortex-compact	440232041	562093362	0.78
tpch_q12/datafusion:vortex-compact 🚀	837009141	1204231088	0.70
tpch_q13/datafusion:vortex-compact	490988322	455974384	1.08
tpch_q14/datafusion:vortex-compact	711833793	735239303	0.97
tpch_q15/datafusion:vortex-compact	1117696857	1469634229	0.76
tpch_q16/datafusion:vortex-compact 🚀	350766983	732911486	0.48
tpch_q17/datafusion:vortex-compact	1208967170	1223045199	0.99
tpch_q18/datafusion:vortex-compact	1227804109	1188219078	1.03
tpch_q19/datafusion:vortex-compact 🚀	742607289	1151067595	0.65
tpch_q20/datafusion:vortex-compact	831378789	1101888528	0.75
tpch_q21/datafusion:vortex-compact	1526623893	1670635979	0.91
tpch_q22/datafusion:vortex-compact	444655704	488638109	0.91

datafusion / parquet (0.880x ➖, 5↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	874779964	828880643	1.06
tpch_q02/datafusion:parquet	905776285	827291253	1.09
tpch_q03/datafusion:parquet	1111715838	1076621784	1.03
tpch_q04/datafusion:parquet 🚀	484656279	709311286	0.68
tpch_q05/datafusion:parquet 🚀	1193100477	2097896205	0.57
tpch_q06/datafusion:parquet 🚀	516800486	917378465	0.56
tpch_q07/datafusion:parquet	1604270046	1725585850	0.93
tpch_q08/datafusion:parquet	1620997555	1870552590	0.87
tpch_q09/datafusion:parquet	1715988610	2047294713	0.84
tpch_q10/datafusion:parquet 🚀	2012633656	3156715826	0.64
tpch_q11/datafusion:parquet	552686313	779493931	0.71
tpch_q12/datafusion:parquet	767845692	683990654	1.12
tpch_q13/datafusion:parquet	757167386	702341840	1.08
tpch_q14/datafusion:parquet	834957984	838549648	1.00
tpch_q15/datafusion:parquet	1536803482	1233799443	1.25
tpch_q16/datafusion:parquet	426707184	415041092	1.03
tpch_q17/datafusion:parquet	1449329369	1376854798	1.05
tpch_q18/datafusion:parquet	1918440715	1782182174	1.08
tpch_q19/datafusion:parquet	1231191341	1292764564	0.95
tpch_q20/datafusion:parquet	1427116802	1661936069	0.86
tpch_q21/datafusion:parquet	1956595811	2253432283	0.87
tpch_q22/datafusion:parquet 🚀	712320443	1167118270	0.61

duckdb / vortex-file-compressed (1.058x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	720388376	646903509	1.11
tpch_q02/duckdb:vortex-file-compressed	1206116265	1182261745	1.02
tpch_q03/duckdb:vortex-file-compressed	1042675459	989889197	1.05
tpch_q04/duckdb:vortex-file-compressed	704204745	804824021	0.87
tpch_q05/duckdb:vortex-file-compressed	1173263191	1218190495	0.96
tpch_q06/duckdb:vortex-file-compressed	898501754	812516581	1.11
tpch_q07/duckdb:vortex-file-compressed	1370157991	1117503944	1.23
tpch_q08/duckdb:vortex-file-compressed	1620804176	1471597515	1.10
tpch_q09/duckdb:vortex-file-compressed	1793934986	1408565268	1.27
tpch_q10/duckdb:vortex-file-compressed	1276410238	1142996646	1.12
tpch_q11/duckdb:vortex-file-compressed	686126550	712615815	0.96
tpch_q12/duckdb:vortex-file-compressed	793775837	715028101	1.11
tpch_q13/duckdb:vortex-file-compressed	947063829	953098135	0.99
tpch_q14/duckdb:vortex-file-compressed	915291980	856943458	1.07
tpch_q15/duckdb:vortex-file-compressed	597705671	537234880	1.11
tpch_q16/duckdb:vortex-file-compressed	491614517	488073741	1.01
tpch_q17/duckdb:vortex-file-compressed	1030022935	1004654181	1.03
tpch_q18/duckdb:vortex-file-compressed	989694368	900369347	1.10
tpch_q19/duckdb:vortex-file-compressed	813880625	798816423	1.02
tpch_q20/duckdb:vortex-file-compressed	1324682270	1205690620	1.10
tpch_q21/duckdb:vortex-file-compressed	2092087634	2003474326	1.04
tpch_q22/duckdb:vortex-file-compressed	602335273	623258668	0.97

duckdb / vortex-compact (1.038x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	638171339	616480558	1.04
tpch_q02/duckdb:vortex-compact	1159487652	1042533385	1.11
tpch_q03/duckdb:vortex-compact	863372592	812400370	1.06
tpch_q04/duckdb:vortex-compact	582127739	511274130	1.14
tpch_q05/duckdb:vortex-compact	1052447989	1041456949	1.01
tpch_q06/duckdb:vortex-compact	748015167	786744264	0.95
tpch_q07/duckdb:vortex-compact	1130754175	1013159579	1.12
tpch_q08/duckdb:vortex-compact	1414593781	1316720019	1.07
tpch_q09/duckdb:vortex-compact	1335184971	1341704903	1.00
tpch_q10/duckdb:vortex-compact	1014233491	1012674620	1.00
tpch_q11/duckdb:vortex-compact	728468391	634156820	1.15
tpch_q12/duckdb:vortex-compact	689428362	775050574	0.89
tpch_q13/duckdb:vortex-compact	896378177	893794999	1.00
tpch_q14/duckdb:vortex-compact	975603461	875494448	1.11
tpch_q15/duckdb:vortex-compact	583323468	555056539	1.05
tpch_q16/duckdb:vortex-compact	481868262	433183508	1.11
tpch_q17/duckdb:vortex-compact	981637835	932560784	1.05
tpch_q18/duckdb:vortex-compact	796409029	794831067	1.00
tpch_q19/duckdb:vortex-compact	741129367	767844877	0.97
tpch_q20/duckdb:vortex-compact	1237807263	1166825534	1.06
tpch_q21/duckdb:vortex-compact	1786968424	1722446423	1.04
tpch_q22/duckdb:vortex-compact	607032258	637874709	0.95

duckdb / parquet (1.041x ➖, 0↑ 0↓)

name	PR 6b83bac (ns)	base ce52b71 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	851602945	860472089	0.99
tpch_q02/duckdb:parquet	1618900925	1636559436	0.99
tpch_q03/duckdb:parquet	1977201405	1755187079	1.13
tpch_q04/duckdb:parquet	1069124590	1062290377	1.01
tpch_q05/duckdb:parquet	2024402906	2134884259	0.95
tpch_q06/duckdb:parquet	758952732	717193795	1.06
tpch_q07/duckdb:parquet	2069609541	1884825928	1.10
tpch_q08/duckdb:parquet	2692761794	2392130719	1.13
tpch_q09/duckdb:parquet	2634097270	2524677649	1.04
tpch_q10/duckdb:parquet	3189456513	3063830297	1.04
tpch_q11/duckdb:parquet	1132316497	1104838442	1.02
tpch_q12/duckdb:parquet	1222814274	1207285191	1.01
tpch_q13/duckdb:parquet	1350135271	1146144551	1.18
tpch_q14/duckdb:parquet	1224525022	1200471791	1.02
tpch_q15/duckdb:parquet	799367593	907029706	0.88
tpch_q16/duckdb:parquet	918103800	812537517	1.13
tpch_q17/duckdb:parquet	1311343317	1368832671	0.96
tpch_q18/duckdb:parquet	1535701930	1306996870	1.17
tpch_q19/duckdb:parquet	1502046983	1424535168	1.05
tpch_q20/duckdb:parquet	1802145175	1843833701	0.98
tpch_q21/duckdb:parquet	1934078561	1705882598	1.13
tpch_q22/duckdb:parquet	1058500446	1072583095	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.7%	+2.2%	+0.5%	+46.2%	➖ noise
1	datafusion:vortex-file-compressed	-1.6%	+2.2%	-3.7%	+48.5%	➖ noise
1	duckdb:vortex-compact	+3.5%	+2.2%	+1.3%	+39.3%	➖ noise
1	duckdb:vortex-file-compressed	+11.4%	+2.2%	+9.0%	+39.3%	➖ noise
2	datafusion:vortex-compact	+23.6%	+4.1%	+18.7%	+39.3%	➖ noise
2	datafusion:vortex-file-compressed	-14.5%	+4.1%	-17.8%	+39.3%	➖ noise
2	duckdb:vortex-compact	+11.2%	+4.1%	+6.9%	+39.3%	➖ noise
2	duckdb:vortex-file-compressed	+2.0%	+4.1%	-2.0%	+39.3%	➖ noise
3	datafusion:vortex-compact	-3.5%	+7.9%	-10.5%	+40.6%	➖ noise
3	datafusion:vortex-file-compressed	-43.8%	+7.9%	-47.9%	+98.4%	➖ noise
3	duckdb:vortex-compact	+6.3%	+7.9%	-1.5%	+39.3%	➖ noise
3	duckdb:vortex-file-compressed	+5.3%	+7.9%	-2.3%	+39.3%	➖ noise
4	datafusion:vortex-compact	-14.0%	-17.1%	+3.7%	+39.3%	➖ noise
4	datafusion:vortex-file-compressed	-18.2%	-17.1%	-1.4%	+39.3%	➖ noise
4	duckdb:vortex-compact	+13.9%	-17.1%	+37.3%	+39.3%	➖ noise
4	duckdb:vortex-file-compressed	-12.5%	-17.1%	+5.5%	+39.3%	➖ noise
5	datafusion:vortex-compact	+10.2%	-26.6%	+50.1%	+39.3%	🚨 regression
5	datafusion:vortex-file-compressed	-11.4%	-26.6%	+20.7%	+39.3%	➖ noise
5	duckdb:vortex-compact	+1.1%	-26.6%	+37.6%	+39.3%	➖ noise
5	duckdb:vortex-file-compressed	-3.7%	-26.6%	+31.2%	+39.3%	➖ noise
6	datafusion:vortex-compact	+7.1%	-22.8%	+38.7%	+39.3%	➖ noise
6	datafusion:vortex-file-compressed	+6.1%	-22.8%	+37.4%	+39.3%	➖ noise
6	duckdb:vortex-compact	-4.9%	-22.8%	+23.1%	+39.3%	➖ noise
6	duckdb:vortex-file-compressed	+10.6%	-22.8%	+43.2%	+39.3%	🚨 regression
7	datafusion:vortex-compact	+7.8%	+1.0%	+6.7%	+39.3%	➖ noise
7	datafusion:vortex-file-compressed	-1.3%	+1.0%	-2.4%	+39.3%	➖ noise
7	duckdb:vortex-compact	+11.6%	+1.0%	+10.5%	+39.3%	➖ noise
7	duckdb:vortex-file-compressed	+22.6%	+1.0%	+21.4%	+39.3%	➖ noise
8	datafusion:vortex-compact	+0.5%	-1.2%	+1.8%	+39.3%	➖ noise
8	datafusion:vortex-file-compressed	-10.2%	-1.2%	-9.0%	+39.3%	➖ noise
8	duckdb:vortex-compact	+7.4%	-1.2%	+8.8%	+39.3%	➖ noise
8	duckdb:vortex-file-compressed	+10.1%	-1.2%	+11.5%	+39.3%	➖ noise
9	datafusion:vortex-compact	-3.9%	-6.5%	+2.7%	+39.3%	➖ noise
9	datafusion:vortex-file-compressed	-0.8%	-6.5%	+6.1%	+39.3%	➖ noise
9	duckdb:vortex-compact	-0.5%	-6.5%	+6.4%	+39.3%	➖ noise
9	duckdb:vortex-file-compressed	+27.4%	-6.5%	+36.2%	+39.3%	➖ noise
10	datafusion:vortex-compact	-0.8%	-18.5%	+21.8%	+39.3%	➖ noise
10	datafusion:vortex-file-compressed	+4.0%	-18.5%	+27.6%	+39.3%	➖ noise
10	duckdb:vortex-compact	+0.2%	-18.5%	+22.9%	+39.3%	➖ noise
10	duckdb:vortex-file-compressed	+11.7%	-18.5%	+37.1%	+39.3%	➖ noise
11	datafusion:vortex-compact	-21.7%	-14.8%	-8.1%	+39.3%	➖ noise
11	datafusion:vortex-file-compressed	+1.2%	-14.8%	+18.8%	+39.3%	➖ noise
11	duckdb:vortex-compact	+14.9%	-14.8%	+34.8%	+39.3%	➖ noise
11	duckdb:vortex-file-compressed	-3.7%	-14.8%	+12.9%	+39.3%	➖ noise
12	datafusion:vortex-compact	-30.5%	+6.6%	-34.8%	+39.3%	✅ faster
12	datafusion:vortex-file-compressed	+6.4%	+6.6%	-0.2%	+39.3%	➖ noise
12	duckdb:vortex-compact	-11.0%	+6.6%	-16.6%	+39.3%	➖ noise
12	duckdb:vortex-file-compressed	+11.0%	+6.6%	+4.1%	+39.3%	➖ noise
13	datafusion:vortex-compact	+7.7%	+12.7%	-4.4%	+39.3%	➖ noise
13	datafusion:vortex-file-compressed	+12.0%	+12.7%	-0.6%	+39.3%	➖ noise
13	duckdb:vortex-compact	+0.3%	+12.7%	-11.0%	+41.7%	➖ noise
13	duckdb:vortex-file-compressed	-0.6%	+12.7%	-11.8%	+39.3%	➖ noise
14	datafusion:vortex-compact	-3.2%	+0.8%	-3.9%	+39.3%	➖ noise
14	datafusion:vortex-file-compressed	+0.9%	+0.8%	+0.2%	+39.3%	➖ noise
14	duckdb:vortex-compact	+11.4%	+0.8%	+10.6%	+39.3%	➖ noise
14	duckdb:vortex-file-compressed	+6.8%	+0.8%	+6.0%	+39.3%	➖ noise
15	datafusion:vortex-compact	-23.9%	+4.8%	-27.4%	+39.3%	➖ noise
15	datafusion:vortex-file-compressed	+11.8%	+4.8%	+6.7%	+39.3%	➖ noise
15	duckdb:vortex-compact	+5.1%	+4.8%	+0.3%	+39.3%	➖ noise
15	duckdb:vortex-file-compressed	+11.3%	+4.8%	+6.2%	+39.3%	➖ noise
16	datafusion:vortex-compact	-52.1%	+7.8%	-55.6%	+47.9%	✅ faster
16	datafusion:vortex-file-compressed	-2.9%	+7.8%	-9.9%	+39.3%	➖ noise
16	duckdb:vortex-compact	+11.2%	+7.8%	+3.2%	+39.3%	➖ noise
16	duckdb:vortex-file-compressed	+0.7%	+7.8%	-6.5%	+39.3%	➖ noise
17	datafusion:vortex-compact	-1.2%	+0.4%	-1.6%	+39.3%	➖ noise
17	datafusion:vortex-file-compressed	-5.2%	+0.4%	-5.6%	+39.3%	➖ noise
17	duckdb:vortex-compact	+5.3%	+0.4%	+4.8%	+39.3%	➖ noise
17	duckdb:vortex-file-compressed	+2.5%	+0.4%	+2.1%	+39.3%	➖ noise
18	datafusion:vortex-compact	+3.3%	+12.5%	-8.1%	+39.3%	➖ noise
18	datafusion:vortex-file-compressed	+2.9%	+12.5%	-8.5%	+39.3%	➖ noise
18	duckdb:vortex-compact	+0.2%	+12.5%	-10.9%	+39.3%	➖ noise
18	duckdb:vortex-file-compressed	+9.9%	+12.5%	-2.3%	+39.3%	➖ noise
19	datafusion:vortex-compact	-35.5%	+0.2%	-35.6%	+39.3%	✅ faster
19	datafusion:vortex-file-compressed	-2.4%	+0.2%	-2.6%	+39.3%	➖ noise
19	duckdb:vortex-compact	-3.5%	+0.2%	-3.7%	+39.3%	➖ noise
19	duckdb:vortex-file-compressed	+1.9%	+0.2%	+1.7%	+39.3%	➖ noise
20	datafusion:vortex-compact	-24.5%	-8.4%	-17.6%	+39.3%	➖ noise
20	datafusion:vortex-file-compressed	-3.8%	-8.4%	+5.0%	+39.3%	➖ noise
20	duckdb:vortex-compact	+6.1%	-8.4%	+15.8%	+39.3%	➖ noise
20	duckdb:vortex-file-compressed	+9.9%	-8.4%	+19.9%	+39.3%	➖ noise
21	datafusion:vortex-compact	-8.6%	-0.8%	-7.9%	+39.3%	➖ noise
21	datafusion:vortex-file-compressed	+3.6%	-0.8%	+4.4%	+39.3%	➖ noise
21	duckdb:vortex-compact	+3.7%	-0.8%	+4.6%	+39.3%	➖ noise
21	duckdb:vortex-file-compressed	+4.4%	-0.8%	+5.2%	+39.3%	➖ noise
22	datafusion:vortex-compact	-9.0%	-22.4%	+17.3%	+39.3%	➖ noise
22	datafusion:vortex-file-compressed	-31.7%	-22.4%	-12.0%	+39.3%	➖ noise
22	duckdb:vortex-compact	-4.8%	-22.4%	+22.6%	+39.3%	➖ noise
22	duckdb:vortex-file-compressed	-3.4%	-22.4%	+24.5%	+39.3%	➖ noise

[robert3005]

I will need to see godbolt for this