Remove chunked special case from stat execution by gatesn · Pull Request #7928 · vortex-data/vortex

gatesn · 2026-05-14T19:44:08Z

Part of #7707.

Stack: 1/3

Base: develop
Next: #7929

Summary

Remove the explicit chunked-array special case from StatFn::execute.
Rely on the existing chunked scalar-function pushdown path to preserve per-chunk stat results.
Keep the existing chunked stats regression test covering the behavior.

Checks

cargo test -p vortex-array stat_expr_reads_cached_sum_per_chunk

codspeed-hq · 2026-05-14T19:51:09Z

Merging this PR will degrade performance by 17.6%

⚠️

Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data.

For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

⚠️

Different runtime environments detected

Some benchmarks with significant performance changes were compared across different runtime environments,
which may affect the accuracy of the results.

Open the report in CodSpeed to investigate

❌ 5 regressed benchmarks
✅ 1211 untouched benchmarks
⏩ 24 skipped benchmarks¹

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
❌	Simulation	`new_bp_prim_test_between[i32, 16384]`	95.5 µs	109.2 µs	-12.52%
❌	Simulation	`new_bp_prim_test_between[i32, 32768]`	141.9 µs	170.1 µs	-16.58%
❌	Simulation	`new_bp_prim_test_between[i64, 32768]`	178.9 µs	236.8 µs	-24.48%
❌	Simulation	`new_bp_prim_test_between[i64, 16384]`	116 µs	144.6 µs	-19.77%
❌	Simulation	`new_alp_prim_test_between[f64, 16384]`	127.8 µs	148.8 µs	-14.09%

Tip

Investigate this regression by commenting @codspeedbot fix this regression on this PR, or directly use the CodSpeed MCP with your agent.

_{Comparing ngates/stats-7707/chunked-stat-execute-parent (0dce6a1) with develop (95f429d)}

24 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. ↩

gatesn · 2026-05-14T19:56:18Z

        let input = args.get(0)?;
        let dtype = stat_dtype(options.aggregate_fn(), input.dtype())?;
-
-        // Recurse into each chunk so the output keeps per-chunk granularity (one constant


I realized we already have a rule that pushes scalar functions through chunked arrays

Signed-off-by: Nicholas Gates <nick@nickgates.com>

connortsui20

yolo

github-actions · 2026-05-14T20:39:38Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`0dce6a1`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-05-14T20:42:34Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.145x ❌

datafusion / vortex-file-compressed (1.145x ❌, 0↑ 8↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	127263110	123549083	1.03
polarsignals_q01/datafusion:vortex-file-compressed	293518210	279253041	1.05
polarsignals_q02/datafusion:vortex-file-compressed 🚨	25627585	23168433	1.11
polarsignals_q03/datafusion:vortex-file-compressed 🚨	360968696	265386942	1.36
polarsignals_q04/datafusion:vortex-file-compressed 🚨	13656125	11887152	1.15
polarsignals_q05/datafusion:vortex-file-compressed 🚨	17370468	14985183	1.16
polarsignals_q06/datafusion:vortex-file-compressed 🚨	20920243	18610544	1.12
polarsignals_q07/datafusion:vortex-file-compressed 🚨	16973418	13707347	1.24
polarsignals_q08/datafusion:vortex-file-compressed 🚨	454694768	396129058	1.15
polarsignals_q09/datafusion:vortex-file-compressed 🚨	12461200	11147774	1.12

github-actions · 2026-05-14T20:42:37Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-05-14T20:42:38Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.9%
Vortex (geomean): 0.936x ➖
Parquet (geomean): 0.927x ➖
Shifts: Parquet (control) -7.3% · Median polish -5.1%

datafusion / vortex-file-compressed (0.928x ➖, 3↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5264152	5654066	0.93
fineweb_q01/datafusion:vortex-file-compressed 🚀	20572909	22954963	0.90
fineweb_q02/datafusion:vortex-file-compressed 🚀	20999688	24401713	0.86
fineweb_q03/datafusion:vortex-file-compressed	77626747	81706141	0.95
fineweb_q04/datafusion:vortex-file-compressed	225573305	224204103	1.01
fineweb_q05/datafusion:vortex-file-compressed	213103386	217280632	0.98
fineweb_q06/datafusion:vortex-file-compressed	50023345	52226360	0.96
fineweb_q07/datafusion:vortex-file-compressed	56670742	59145522	0.96
fineweb_q08/datafusion:vortex-file-compressed 🚀	20957746	25352915	0.83

datafusion / vortex-compact (0.945x ➖, 1↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	5548216	6201608	0.89
fineweb_q01/datafusion:vortex-compact	88402113	94858768	0.93
fineweb_q02/datafusion:vortex-compact	103307814	105579047	0.98
fineweb_q03/datafusion:vortex-compact	861513499	883164937	0.98
fineweb_q04/datafusion:vortex-compact	906455403	960919450	0.94
fineweb_q05/datafusion:vortex-compact	813188607	858030987	0.95
fineweb_q06/datafusion:vortex-compact	467556287	481516323	0.97
fineweb_q07/datafusion:vortex-compact	475701119	501655302	0.95
fineweb_q08/datafusion:vortex-compact	17578326	19077230	0.92

datafusion / parquet (0.919x ➖, 3↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6201487	6482882	0.96
fineweb_q01/datafusion:parquet 🚀	281797305	323627470	0.87
fineweb_q02/datafusion:parquet 🚀	285146033	317779318	0.90
fineweb_q03/datafusion:parquet	284346674	300926104	0.94
fineweb_q04/datafusion:parquet	295556256	318953116	0.93
fineweb_q05/datafusion:parquet 🚀	290920160	323458854	0.90
fineweb_q06/datafusion:parquet	286678023	312433166	0.92
fineweb_q07/datafusion:parquet	284259297	300904025	0.94
fineweb_q08/datafusion:parquet	275534195	300890936	0.92

duckdb / vortex-file-compressed (0.907x ➖, 2↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚀	3329600	3961335	0.84
fineweb_q01/duckdb:vortex-file-compressed	21597832	22832572	0.95
fineweb_q02/duckdb:vortex-file-compressed	23174887	25575584	0.91
fineweb_q03/duckdb:vortex-file-compressed 🚀	113938204	163975778	0.69
fineweb_q04/duckdb:vortex-file-compressed	214767026	218002047	0.99
fineweb_q05/duckdb:vortex-file-compressed	204146450	211233185	0.97
fineweb_q06/duckdb:vortex-file-compressed	51375499	54643439	0.94
fineweb_q07/duckdb:vortex-file-compressed	55377770	55687356	0.99
fineweb_q08/duckdb:vortex-file-compressed	22209913	23770406	0.93

duckdb / vortex-compact (0.963x ➖, 1↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚀	3993451	4449825	0.90
fineweb_q01/duckdb:vortex-compact	107795394	106036989	1.02
fineweb_q02/duckdb:vortex-compact	119481768	112765666	1.06
fineweb_q03/duckdb:vortex-compact	858270906	905631359	0.95
fineweb_q04/duckdb:vortex-compact	899047590	941405660	0.96
fineweb_q05/duckdb:vortex-compact	805975321	837389370	0.96
fineweb_q06/duckdb:vortex-compact	461443589	475919802	0.97
fineweb_q07/duckdb:vortex-compact	464467294	495413421	0.94
fineweb_q08/duckdb:vortex-compact	20174456	21748817	0.93

duckdb / parquet (0.935x ➖, 1↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	30548026	31689430	0.96
fineweb_q01/duckdb:parquet	81516979	87984989	0.93
fineweb_q02/duckdb:parquet	84339899	88916352	0.95
fineweb_q03/duckdb:parquet	310797605	326596725	0.95
fineweb_q04/duckdb:parquet	437434547	452932506	0.97
fineweb_q05/duckdb:parquet	412705107	420571904	0.98
fineweb_q06/duckdb:parquet	199539542	207137926	0.96
fineweb_q07/duckdb:parquet	208210759	219008188	0.95
fineweb_q08/duckdb:parquet 🚀	28887472	36948804	0.78

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-10.5%	-4.0%	-6.8%	+48.2%	➖ noise
0	datafusion:vortex-file-compressed	-6.9%	-4.0%	-3.0%	+49.4%	➖ noise
0	duckdb:vortex-compact	-10.3%	-4.0%	-6.5%	+104.2%	➖ noise
0	duckdb:vortex-file-compressed	-15.9%	-4.0%	-12.5%	+79.1%	➖ noise
1	datafusion:vortex-compact	-6.8%	-10.2%	+3.8%	+21.4%	➖ noise
1	datafusion:vortex-file-compressed	-10.4%	-10.2%	-0.2%	+19.6%	➖ noise
1	duckdb:vortex-compact	+1.7%	-10.2%	+13.2%	+20.2%	➖ noise
1	duckdb:vortex-file-compressed	-5.4%	-10.2%	+5.3%	+66.8%	➖ noise
2	datafusion:vortex-compact	-2.2%	-7.7%	+6.1%	+14.4%	➖ noise
2	datafusion:vortex-file-compressed	-13.9%	-7.7%	-6.7%	+10.7%	➖ noise
2	duckdb:vortex-compact	+6.0%	-7.7%	+14.8%	+15.9%	➖ noise
2	duckdb:vortex-file-compressed	-9.4%	-7.7%	-1.8%	+10.7%	➖ noise
3	datafusion:vortex-compact	-2.5%	-5.2%	+2.9%	+10.7%	➖ noise
3	datafusion:vortex-file-compressed	-5.0%	-5.2%	+0.2%	+27.9%	➖ noise
3	duckdb:vortex-compact	-5.2%	-5.2%	-0.1%	+10.7%	➖ noise
3	duckdb:vortex-file-compressed	-30.5%	-5.2%	-26.7%	+35.5%	✅ faster
4	datafusion:vortex-compact	-5.7%	-5.4%	-0.3%	+10.7%	➖ noise
4	datafusion:vortex-file-compressed	+0.6%	-5.4%	+6.4%	+10.7%	➖ noise
4	duckdb:vortex-compact	-4.5%	-5.4%	+1.0%	+10.7%	➖ noise
4	duckdb:vortex-file-compressed	-1.5%	-5.4%	+4.1%	+10.7%	➖ noise
5	datafusion:vortex-compact	-5.2%	-6.1%	+0.9%	+10.7%	➖ noise
5	datafusion:vortex-file-compressed	-1.9%	-6.1%	+4.4%	+10.7%	➖ noise
5	duckdb:vortex-compact	-3.8%	-6.1%	+2.5%	+10.7%	➖ noise
5	duckdb:vortex-file-compressed	-3.4%	-6.1%	+2.9%	+10.7%	➖ noise
6	datafusion:vortex-compact	-2.9%	-6.0%	+3.3%	+10.7%	➖ noise
6	datafusion:vortex-file-compressed	-4.2%	-6.0%	+1.9%	+10.7%	➖ noise
6	duckdb:vortex-compact	-3.0%	-6.0%	+3.1%	+10.7%	➖ noise
6	duckdb:vortex-file-compressed	-6.0%	-6.0%	+0.0%	+10.7%	➖ noise
7	datafusion:vortex-compact	-5.2%	-5.2%	+0.1%	+10.7%	➖ noise
7	datafusion:vortex-file-compressed	-4.2%	-5.2%	+1.1%	+10.7%	➖ noise
7	duckdb:vortex-compact	-6.2%	-5.2%	-1.1%	+10.7%	➖ noise
7	duckdb:vortex-file-compressed	-0.6%	-5.2%	+4.9%	+13.0%	➖ noise
8	datafusion:vortex-compact	-7.9%	-15.4%	+8.9%	+15.7%	➖ noise
8	datafusion:vortex-file-compressed	-17.3%	-15.4%	-2.3%	+14.5%	➖ noise
8	duckdb:vortex-compact	-7.2%	-15.4%	+9.6%	+22.8%	➖ noise
8	duckdb:vortex-file-compressed	-6.6%	-15.4%	+10.4%	+19.6%	➖ noise

github-actions · 2026-05-14T20:42:40Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-05-14T20:43:32Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +4.0%
Vortex (geomean): 1.031x ➖
Parquet (geomean): 0.986x ➖
Shifts: Parquet (control) -1.4% · Median polish +2.7%

datafusion / vortex-file-compressed (1.029x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51376284	50012568	1.03
tpch_q02/datafusion:vortex-file-compressed	23114986	22448722	1.03
tpch_q03/datafusion:vortex-file-compressed	29550171	28748302	1.03
tpch_q04/datafusion:vortex-file-compressed	22104915	21838414	1.01
tpch_q05/datafusion:vortex-file-compressed	51738053	49144084	1.05
tpch_q06/datafusion:vortex-file-compressed	12924328	12344016	1.05
tpch_q07/datafusion:vortex-file-compressed	58222224	55412303	1.05
tpch_q08/datafusion:vortex-file-compressed	41128744	40902544	1.01
tpch_q09/datafusion:vortex-file-compressed	54298231	53159213	1.02
tpch_q10/datafusion:vortex-file-compressed	41173100	40685374	1.01
tpch_q11/datafusion:vortex-file-compressed	17093629	15828253	1.08
tpch_q12/datafusion:vortex-file-compressed	27670647	25335666	1.09
tpch_q13/datafusion:vortex-file-compressed	26491709	25086029	1.06
tpch_q14/datafusion:vortex-file-compressed	17398679	17469028	1.00
tpch_q15/datafusion:vortex-file-compressed	28214384	26973984	1.05
tpch_q16/datafusion:vortex-file-compressed	20254064	21037787	0.96
tpch_q17/datafusion:vortex-file-compressed	69762812	66680662	1.05
tpch_q18/datafusion:vortex-file-compressed	82202510	84675208	0.97
tpch_q19/datafusion:vortex-file-compressed	24179700	23625631	1.02
tpch_q20/datafusion:vortex-file-compressed	32267384	31508024	1.02
tpch_q21/datafusion:vortex-file-compressed	74152685	72973080	1.02
tpch_q22/datafusion:vortex-file-compressed	13074074	12405760	1.05

datafusion / vortex-compact (1.024x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	59671250	59110539	1.01
tpch_q02/datafusion:vortex-compact	27144737	25899895	1.05
tpch_q03/datafusion:vortex-compact	31129144	29752919	1.05
tpch_q04/datafusion:vortex-compact	23905592	23258737	1.03
tpch_q05/datafusion:vortex-compact	53792211	53465126	1.01
tpch_q06/datafusion:vortex-compact	14782685	14681719	1.01
tpch_q07/datafusion:vortex-compact	60947372	59607902	1.02
tpch_q08/datafusion:vortex-compact	45240628	44730938	1.01
tpch_q09/datafusion:vortex-compact	57866974	56052153	1.03
tpch_q10/datafusion:vortex-compact	47644242	46966522	1.01
tpch_q11/datafusion:vortex-compact	17694734	17573002	1.01
tpch_q12/datafusion:vortex-compact	33212766	32129458	1.03
tpch_q13/datafusion:vortex-compact	33372715	32244480	1.03
tpch_q14/datafusion:vortex-compact	20546766	20107901	1.02
tpch_q15/datafusion:vortex-compact	33996916	33371027	1.02
tpch_q16/datafusion:vortex-compact	25972042	24632256	1.05
tpch_q17/datafusion:vortex-compact	71016120	71995011	0.99
tpch_q18/datafusion:vortex-compact	87352454	85234357	1.02
tpch_q19/datafusion:vortex-compact	32298043	30592817	1.06
tpch_q20/datafusion:vortex-compact	35011573	34497095	1.01
tpch_q21/datafusion:vortex-compact	80032209	75927394	1.05
tpch_q22/datafusion:vortex-compact	13024908	13089772	1.00

datafusion / parquet (0.965x ➖, 2↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	97877757	121097488	0.81
tpch_q02/datafusion:parquet	63859732	67120180	0.95
tpch_q03/datafusion:parquet	69805966	75867164	0.92
tpch_q04/datafusion:parquet	44625310	45873458	0.97
tpch_q05/datafusion:parquet	96751635	102734921	0.94
tpch_q06/datafusion:parquet	39183191	43506480	0.90
tpch_q07/datafusion:parquet	109086445	108640564	1.00
tpch_q08/datafusion:parquet	91250977	94198630	0.97
tpch_q09/datafusion:parquet	132029390	133211363	0.99
tpch_q10/datafusion:parquet	114706018	112547651	1.02
tpch_q11/datafusion:parquet	41793884	44089859	0.95
tpch_q12/datafusion:parquet 🚨	85174137	74919069	1.14
tpch_q13/datafusion:parquet	207537555	198544343	1.05
tpch_q14/datafusion:parquet	42563816	46923737	0.91
tpch_q15/datafusion:parquet	65544889	62862511	1.04
tpch_q16/datafusion:parquet	41922768	45575475	0.92
tpch_q17/datafusion:parquet	150120583	148704575	1.01
tpch_q18/datafusion:parquet	163472649	169117956	0.97
tpch_q19/datafusion:parquet 🚀	62938849	80667410	0.78
tpch_q20/datafusion:parquet	71921562	69448988	1.04
tpch_q21/datafusion:parquet	138101954	135102271	1.02
tpch_q22/datafusion:parquet	31984205	31820574	1.01

datafusion / arrow (1.003x ➖, 2↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	57510977	53361595	1.08
tpch_q02/datafusion:arrow	19369085	20091883	0.96
tpch_q03/datafusion:arrow	32226701	31546338	1.02
tpch_q04/datafusion:arrow	28462681	28241620	1.01
tpch_q05/datafusion:arrow	83766858	79202184	1.06
tpch_q06/datafusion:arrow 🚨	21797117	19496987	1.12
tpch_q07/datafusion:arrow	107957653	101428786	1.06
tpch_q08/datafusion:arrow	46836512	44170863	1.06
tpch_q09/datafusion:arrow	68682226	68197277	1.01
tpch_q10/datafusion:arrow	49398773	53909107	0.92
tpch_q11/datafusion:arrow	9613618	9914885	0.97
tpch_q12/datafusion:arrow	55819131	56426170	0.99
tpch_q13/datafusion:arrow	47499476	48134855	0.99
tpch_q14/datafusion:arrow	22325145	21840909	1.02
tpch_q15/datafusion:arrow	46511901	42695306	1.09
tpch_q16/datafusion:arrow	19424704	18711513	1.04
tpch_q17/datafusion:arrow	71646356	69899457	1.02
tpch_q18/datafusion:arrow	144226514	140633176	1.03
tpch_q19/datafusion:arrow	37154275	39166189	0.95
tpch_q20/datafusion:arrow 🚀	36483883	41317783	0.88
tpch_q21/datafusion:arrow 🚀	155607727	176962079	0.88
tpch_q22/datafusion:arrow	18712503	19700113	0.95

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

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	32395856	31626625	1.02
tpch_q02/duckdb:vortex-file-compressed	25192310	24482464	1.03
tpch_q03/duckdb:vortex-file-compressed	31207389	30073171	1.04
tpch_q04/duckdb:vortex-file-compressed	29907944	30457477	0.98
tpch_q05/duckdb:vortex-file-compressed	33308886	33878493	0.98
tpch_q06/duckdb:vortex-file-compressed	10641547	10779802	0.99
tpch_q07/duckdb:vortex-file-compressed	37902655	39167971	0.97
tpch_q08/duckdb:vortex-file-compressed	39763364	38842168	1.02
tpch_q09/duckdb:vortex-file-compressed	78040895	74657438	1.05
tpch_q10/duckdb:vortex-file-compressed	35285303	34414549	1.03
tpch_q11/duckdb:vortex-file-compressed	15082625	14853089	1.02
tpch_q12/duckdb:vortex-file-compressed	21635471	21297445	1.02
tpch_q13/duckdb:vortex-file-compressed	36234521	34845391	1.04
tpch_q14/duckdb:vortex-file-compressed	21451180	20406178	1.05
tpch_q15/duckdb:vortex-file-compressed	17087893	16299415	1.05
tpch_q16/duckdb:vortex-file-compressed	29650207	27865764	1.06
tpch_q17/duckdb:vortex-file-compressed	26224279	24336922	1.08
tpch_q18/duckdb:vortex-file-compressed	52250278	49477725	1.06
tpch_q19/duckdb:vortex-file-compressed	30128096	29347013	1.03
tpch_q20/duckdb:vortex-file-compressed	35579588	33121050	1.07
tpch_q21/duckdb:vortex-file-compressed	108907774	103360131	1.05
tpch_q22/duckdb:vortex-file-compressed	17679403	16994291	1.04

duckdb / vortex-compact (1.040x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	38866562	37569077	1.03
tpch_q02/duckdb:vortex-compact	36905647	34779150	1.06
tpch_q03/duckdb:vortex-compact	32814324	32379676	1.01
tpch_q04/duckdb:vortex-compact	33798562	33947523	1.00
tpch_q05/duckdb:vortex-compact	39429199	36798690	1.07
tpch_q06/duckdb:vortex-compact	14927902	15185436	0.98
tpch_q07/duckdb:vortex-compact	44096883	42491854	1.04
tpch_q08/duckdb:vortex-compact	45660082	44448161	1.03
tpch_q09/duckdb:vortex-compact	86930397	83316736	1.04
tpch_q10/duckdb:vortex-compact	40596352	37734165	1.08
tpch_q11/duckdb:vortex-compact	19927207	18731462	1.06
tpch_q12/duckdb:vortex-compact	35276086	34791480	1.01
tpch_q13/duckdb:vortex-compact	45298285	44322429	1.02
tpch_q14/duckdb:vortex-compact	30386371	28909599	1.05
tpch_q15/duckdb:vortex-compact	20082129	19487624	1.03
tpch_q16/duckdb:vortex-compact	36189483	34506031	1.05
tpch_q17/duckdb:vortex-compact	31096394	30227573	1.03
tpch_q18/duckdb:vortex-compact	52129383	49387827	1.06
tpch_q19/duckdb:vortex-compact	36206619	34395830	1.05
tpch_q20/duckdb:vortex-compact	43742162	41716438	1.05
tpch_q21/duckdb:vortex-compact	116760769	110050057	1.06
tpch_q22/duckdb:vortex-compact	20415898	19123645	1.07

duckdb / parquet (1.007x ➖, 0↑ 2↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	77453600	77904769	0.99
tpch_q02/duckdb:parquet	39542784	39163445	1.01
tpch_q03/duckdb:parquet	69925069	75475059	0.93
tpch_q04/duckdb:parquet	48279151	48195010	1.00
tpch_q05/duckdb:parquet	66793928	65846317	1.01
tpch_q06/duckdb:parquet	20618856	20677859	1.00
tpch_q07/duckdb:parquet	68983163	69618058	0.99
tpch_q08/duckdb:parquet	82804972	87016257	0.95
tpch_q09/duckdb:parquet 🚨	160081359	143040764	1.12
tpch_q10/duckdb:parquet	126480726	128877281	0.98
tpch_q11/duckdb:parquet	21712659	21814529	1.00
tpch_q12/duckdb:parquet	46281537	46742834	0.99
tpch_q13/duckdb:parquet	265320857	267999754	0.99
tpch_q14/duckdb:parquet	47690603	51252900	0.93
tpch_q15/duckdb:parquet 🚨	33116644	25243358	1.31
tpch_q16/duckdb:parquet	56751274	59704200	0.95
tpch_q17/duckdb:parquet	54717147	52913813	1.03
tpch_q18/duckdb:parquet	123697742	117119839	1.06
tpch_q19/duckdb:parquet	71621127	73276564	0.98
tpch_q20/duckdb:parquet	64724801	63147224	1.02
tpch_q21/duckdb:parquet	164998135	175174573	0.94
tpch_q22/duckdb:parquet	52706127	51822425	1.02

duckdb / duckdb (1.027x ➖, 1↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16334030	16119770	1.01
tpch_q02/duckdb:duckdb	13091311	12162753	1.08
tpch_q03/duckdb:duckdb	19643537	19253823	1.02
tpch_q04/duckdb:duckdb	20048758	19888393	1.01
tpch_q05/duckdb:duckdb	20675435	19708334	1.05
tpch_q06/duckdb:duckdb	5352708	5321184	1.01
tpch_q07/duckdb:duckdb	23199353	21589142	1.07
tpch_q08/duckdb:duckdb	21491746	21764244	0.99
tpch_q09/duckdb:duckdb	57321379	55209430	1.04
tpch_q10/duckdb:duckdb	44717419	43215510	1.03
tpch_q11/duckdb:duckdb	6068453	5706909	1.06
tpch_q12/duckdb:duckdb	14543342	14095838	1.03
tpch_q13/duckdb:duckdb	38359429	38804773	0.99
tpch_q14/duckdb:duckdb	18606369	17493340	1.06
tpch_q15/duckdb:duckdb 🚀	12280282	13924560	0.88
tpch_q16/duckdb:duckdb	25529423	23718714	1.08
tpch_q17/duckdb:duckdb	14371794	13705029	1.05
tpch_q18/duckdb:duckdb	38968886	38764035	1.01
tpch_q19/duckdb:duckdb	28212113	26443007	1.07
tpch_q20/duckdb:duckdb	23279370	22940364	1.01
tpch_q21/duckdb:duckdb	58028680	55929239	1.04
tpch_q22/duckdb:duckdb	25087021	24470284	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+7.8%	-10.4%	+20.2%	+19.9%	🚨 regression
1	datafusion:vortex-compact	+0.9%	-10.4%	+12.6%	+17.6%	➖ noise
1	datafusion:vortex-file-compressed	+2.7%	-10.4%	+14.6%	+18.0%	➖ noise
1	duckdb:duckdb	+1.3%	-10.4%	+13.0%	+17.6%	➖ noise
1	duckdb:vortex-compact	+3.5%	-10.4%	+15.4%	+17.6%	➖ noise
1	duckdb:vortex-file-compressed	+2.4%	-10.4%	+14.3%	+18.9%	➖ noise
2	datafusion:arrow	-3.6%	-2.0%	-1.6%	+17.6%	➖ noise
2	datafusion:vortex-compact	+4.8%	-2.0%	+6.9%	+17.6%	➖ noise
2	datafusion:vortex-file-compressed	+3.0%	-2.0%	+5.1%	+17.6%	➖ noise
2	duckdb:duckdb	+7.6%	-2.0%	+9.8%	+17.6%	➖ noise
2	duckdb:vortex-compact	+6.1%	-2.0%	+8.3%	+17.6%	➖ noise
2	duckdb:vortex-file-compressed	+2.9%	-2.0%	+5.0%	+17.6%	➖ noise
3	datafusion:arrow	+2.2%	-7.7%	+10.6%	+17.6%	➖ noise
3	datafusion:vortex-compact	+4.6%	-7.7%	+13.3%	+17.6%	➖ noise
3	datafusion:vortex-file-compressed	+2.8%	-7.7%	+11.3%	+17.6%	➖ noise
3	duckdb:duckdb	+2.0%	-7.7%	+10.5%	+17.6%	➖ noise
3	duckdb:vortex-compact	+1.3%	-7.7%	+9.8%	+17.6%	➖ noise
3	duckdb:vortex-file-compressed	+3.8%	-7.7%	+12.4%	+17.6%	➖ noise
4	datafusion:arrow	+0.8%	-1.3%	+2.1%	+17.6%	➖ noise
4	datafusion:vortex-compact	+2.8%	-1.3%	+4.1%	+17.6%	➖ noise
4	datafusion:vortex-file-compressed	+1.2%	-1.3%	+2.5%	+17.6%	➖ noise
4	duckdb:duckdb	+0.8%	-1.3%	+2.1%	+17.6%	➖ noise
4	duckdb:vortex-compact	-0.4%	-1.3%	+0.9%	+17.6%	➖ noise
4	duckdb:vortex-file-compressed	-1.8%	-1.3%	-0.5%	+17.6%	➖ noise
5	datafusion:arrow	+5.8%	-2.3%	+8.2%	+17.6%	➖ noise
5	datafusion:vortex-compact	+0.6%	-2.3%	+2.9%	+17.6%	➖ noise
5	datafusion:vortex-file-compressed	+5.3%	-2.3%	+7.7%	+17.6%	➖ noise
5	duckdb:duckdb	+4.9%	-2.3%	+7.3%	+17.6%	➖ noise
5	duckdb:vortex-compact	+7.1%	-2.3%	+9.6%	+17.6%	➖ noise
5	duckdb:vortex-file-compressed	-1.7%	-2.3%	+0.6%	+17.6%	➖ noise
6	datafusion:arrow	+11.8%	-5.2%	+18.0%	+17.6%	🚨 regression
6	datafusion:vortex-compact	+0.7%	-5.2%	+6.2%	+17.8%	➖ noise
6	datafusion:vortex-file-compressed	+4.7%	-5.2%	+10.5%	+17.6%	➖ noise
6	duckdb:duckdb	+0.6%	-5.2%	+6.1%	+17.6%	➖ noise
6	duckdb:vortex-compact	-1.7%	-5.2%	+3.7%	+17.6%	➖ noise
6	duckdb:vortex-file-compressed	-1.3%	-5.2%	+4.2%	+17.6%	➖ noise
7	datafusion:arrow	+6.4%	-0.3%	+6.7%	+17.6%	➖ noise
7	datafusion:vortex-compact	+2.2%	-0.3%	+2.5%	+17.6%	➖ noise
7	datafusion:vortex-file-compressed	+5.1%	-0.3%	+5.3%	+17.6%	➖ noise
7	duckdb:duckdb	+7.5%	-0.3%	+7.7%	+17.6%	➖ noise
7	duckdb:vortex-compact	+3.8%	-0.3%	+4.0%	+17.6%	➖ noise
7	duckdb:vortex-file-compressed	-3.2%	-0.3%	-3.0%	+17.6%	➖ noise
8	datafusion:arrow	+6.0%	-4.0%	+10.4%	+17.6%	➖ noise
8	datafusion:vortex-compact	+1.1%	-4.0%	+5.3%	+17.6%	➖ noise
8	datafusion:vortex-file-compressed	+0.6%	-4.0%	+4.7%	+17.6%	➖ noise
8	duckdb:duckdb	-1.3%	-4.0%	+2.8%	+17.6%	➖ noise
8	duckdb:vortex-compact	+2.7%	-4.0%	+7.0%	+17.6%	➖ noise
8	duckdb:vortex-file-compressed	+2.4%	-4.0%	+6.6%	+17.6%	➖ noise
9	datafusion:arrow	+0.7%	+5.3%	-4.4%	+17.6%	➖ noise
9	datafusion:vortex-compact	+3.2%	+5.3%	-2.0%	+17.6%	➖ noise
9	datafusion:vortex-file-compressed	+2.1%	+5.3%	-3.0%	+17.6%	➖ noise
9	duckdb:duckdb	+3.8%	+5.3%	-1.4%	+17.6%	➖ noise
9	duckdb:vortex-compact	+4.3%	+5.3%	-0.9%	+17.6%	➖ noise
9	duckdb:vortex-file-compressed	+4.5%	+5.3%	-0.7%	+17.6%	➖ noise
10	datafusion:arrow	-8.4%	+0.0%	-8.4%	+17.6%	➖ noise
10	datafusion:vortex-compact	+1.4%	+0.0%	+1.4%	+17.6%	➖ noise
10	datafusion:vortex-file-compressed	+1.2%	+0.0%	+1.2%	+17.6%	➖ noise
10	duckdb:duckdb	+3.5%	+0.0%	+3.5%	+17.6%	➖ noise
10	duckdb:vortex-compact	+7.6%	+0.0%	+7.6%	+17.6%	➖ noise
10	duckdb:vortex-file-compressed	+2.5%	+0.0%	+2.5%	+17.6%	➖ noise
11	datafusion:arrow	-3.0%	-2.9%	-0.2%	+17.6%	➖ noise
11	datafusion:vortex-compact	+0.7%	-2.9%	+3.7%	+17.6%	➖ noise
11	datafusion:vortex-file-compressed	+8.0%	-2.9%	+11.2%	+17.6%	➖ noise
11	duckdb:duckdb	+6.3%	-2.9%	+9.5%	+17.6%	➖ noise
11	duckdb:vortex-compact	+6.4%	-2.9%	+9.5%	+17.6%	➖ noise
11	duckdb:vortex-file-compressed	+1.5%	-2.9%	+4.5%	+17.6%	➖ noise
12	datafusion:arrow	-1.1%	+6.1%	-6.8%	+19.6%	➖ noise
12	datafusion:vortex-compact	+3.4%	+6.1%	-2.6%	+17.6%	➖ noise
12	datafusion:vortex-file-compressed	+9.2%	+6.1%	+2.9%	+17.6%	➖ noise
12	duckdb:duckdb	+3.2%	+6.1%	-2.8%	+17.6%	➖ noise
12	duckdb:vortex-compact	+1.4%	+6.1%	-4.4%	+17.6%	➖ noise
12	duckdb:vortex-file-compressed	+1.6%	+6.1%	-4.3%	+17.6%	➖ noise
13	datafusion:arrow	-1.3%	+1.7%	-3.0%	+17.6%	➖ noise
13	datafusion:vortex-compact	+3.5%	+1.7%	+1.7%	+17.6%	➖ noise
13	datafusion:vortex-file-compressed	+5.6%	+1.7%	+3.8%	+17.6%	➖ noise
13	duckdb:duckdb	-1.1%	+1.7%	-2.8%	+17.6%	➖ noise
13	duckdb:vortex-compact	+2.2%	+1.7%	+0.5%	+17.6%	➖ noise
13	duckdb:vortex-file-compressed	+4.0%	+1.7%	+2.2%	+17.6%	➖ noise
14	datafusion:arrow	+2.2%	-8.1%	+11.3%	+17.6%	➖ noise
14	datafusion:vortex-compact	+2.2%	-8.1%	+11.2%	+17.6%	➖ noise
14	datafusion:vortex-file-compressed	-0.4%	-8.1%	+8.4%	+17.6%	➖ noise
14	duckdb:duckdb	+6.4%	-8.1%	+15.8%	+19.0%	➖ noise
14	duckdb:vortex-compact	+5.1%	-8.1%	+14.4%	+17.6%	➖ noise
14	duckdb:vortex-file-compressed	+5.1%	-8.1%	+14.4%	+17.6%	➖ noise
15	datafusion:arrow	+8.9%	+17.0%	-6.9%	+17.6%	➖ noise
15	datafusion:vortex-compact	+1.9%	+17.0%	-12.9%	+17.6%	➖ noise
15	datafusion:vortex-file-compressed	+4.6%	+17.0%	-10.6%	+17.6%	➖ noise
15	duckdb:duckdb	-11.8%	+17.0%	-24.6%	+25.6%	✅ faster
15	duckdb:vortex-compact	+3.1%	+17.0%	-11.9%	+17.6%	➖ noise
15	duckdb:vortex-file-compressed	+4.8%	+17.0%	-10.4%	+17.6%	➖ noise
16	datafusion:arrow	+3.8%	-6.5%	+11.0%	+17.6%	➖ noise
16	datafusion:vortex-compact	+5.4%	-6.5%	+12.8%	+17.6%	➖ noise
16	datafusion:vortex-file-compressed	-3.7%	-6.5%	+3.0%	+17.6%	➖ noise
16	duckdb:duckdb	+7.6%	-6.5%	+15.1%	+17.6%	➖ noise
16	duckdb:vortex-compact	+4.9%	-6.5%	+12.2%	+17.6%	➖ noise
16	duckdb:vortex-file-compressed	+6.4%	-6.5%	+13.8%	+17.6%	➖ noise
17	datafusion:arrow	+2.5%	+2.2%	+0.3%	+17.6%	➖ noise
17	datafusion:vortex-compact	-1.4%	+2.2%	-3.5%	+17.6%	➖ noise
17	datafusion:vortex-file-compressed	+4.6%	+2.2%	+2.4%	+17.6%	➖ noise
17	duckdb:duckdb	+4.9%	+2.2%	+2.6%	+17.6%	➖ noise
17	duckdb:vortex-compact	+2.9%	+2.2%	+0.7%	+17.6%	➖ noise
17	duckdb:vortex-file-compressed	+7.8%	+2.2%	+5.5%	+17.6%	➖ noise
18	datafusion:arrow	+2.6%	+1.0%	+1.5%	+17.6%	➖ noise
18	datafusion:vortex-compact	+2.5%	+1.0%	+1.4%	+17.6%	➖ noise
18	datafusion:vortex-file-compressed	-2.9%	+1.0%	-3.9%	+17.6%	➖ noise
18	duckdb:duckdb	+0.5%	+1.0%	-0.5%	+17.6%	➖ noise
18	duckdb:vortex-compact	+5.6%	+1.0%	+4.5%	+17.6%	➖ noise
18	duckdb:vortex-file-compressed	+5.6%	+1.0%	+4.5%	+17.6%	➖ noise
19	datafusion:arrow	-5.1%	-12.7%	+8.6%	+17.6%	➖ noise
19	datafusion:vortex-compact	+5.6%	-12.7%	+20.9%	+17.6%	🚨 regression
19	datafusion:vortex-file-compressed	+2.3%	-12.7%	+17.2%	+17.6%	➖ noise
19	duckdb:duckdb	+6.7%	-12.7%	+22.2%	+17.6%	🚨 regression
19	duckdb:vortex-compact	+5.3%	-12.7%	+20.5%	+17.6%	🚨 regression
19	duckdb:vortex-file-compressed	+2.7%	-12.7%	+17.6%	+17.6%	➖ noise
20	datafusion:arrow	-11.7%	+3.0%	-14.3%	+17.6%	➖ noise
20	datafusion:vortex-compact	+1.5%	+3.0%	-1.5%	+17.6%	➖ noise
20	datafusion:vortex-file-compressed	+2.4%	+3.0%	-0.6%	+17.6%	➖ noise
20	duckdb:duckdb	+1.5%	+3.0%	-1.5%	+17.6%	➖ noise
20	duckdb:vortex-compact	+4.9%	+3.0%	+1.8%	+17.6%	➖ noise
20	duckdb:vortex-file-compressed	+7.4%	+3.0%	+4.3%	+17.6%	➖ noise
21	datafusion:arrow	-12.1%	-1.9%	-10.4%	+17.6%	➖ noise
21	datafusion:vortex-compact	+5.4%	-1.9%	+7.4%	+17.6%	➖ noise
21	datafusion:vortex-file-compressed	+1.6%	-1.9%	+3.6%	+17.6%	➖ noise
21	duckdb:duckdb	+3.8%	-1.9%	+5.7%	+17.6%	➖ noise
21	duckdb:vortex-compact	+6.1%	-1.9%	+8.1%	+17.6%	➖ noise
21	duckdb:vortex-file-compressed	+5.4%	-1.9%	+7.4%	+17.6%	➖ noise
22	datafusion:arrow	-5.0%	+1.1%	-6.1%	+17.6%	➖ noise
22	datafusion:vortex-compact	-0.5%	+1.1%	-1.6%	+17.6%	➖ noise
22	datafusion:vortex-file-compressed	+5.4%	+1.1%	+4.2%	+17.6%	➖ noise
22	duckdb:duckdb	+2.5%	+1.1%	+1.4%	+17.6%	➖ noise
22	duckdb:vortex-compact	+6.8%	+1.1%	+5.6%	+17.6%	➖ noise
22	duckdb:vortex-file-compressed	+4.0%	+1.1%	+2.9%	+17.6%	➖ noise

github-actions · 2026-05-14T20:43:35Z

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

github-actions · 2026-05-14T20:46:08Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.3%
Vortex (geomean): 1.001x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish -0.2%

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

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	25643088	24662903	1.04
tpcds_q02/datafusion:vortex-file-compressed	45660682	45815205	1.00
tpcds_q03/datafusion:vortex-file-compressed	15225064	15142535	1.01
tpcds_q04/datafusion:vortex-file-compressed	251804764	255360895	0.99
tpcds_q05/datafusion:vortex-file-compressed	41982311	41729700	1.01
tpcds_q06/datafusion:vortex-file-compressed	61786351	59384728	1.04
tpcds_q07/datafusion:vortex-file-compressed	42734958	40419892	1.06
tpcds_q08/datafusion:vortex-file-compressed	28563992	29589750	0.97
tpcds_q09/datafusion:vortex-file-compressed	42775871	43270776	0.99
tpcds_q10/datafusion:vortex-file-compressed	38043465	38362953	0.99
tpcds_q11/datafusion:vortex-file-compressed	128510869	132255433	0.97
tpcds_q12/datafusion:vortex-file-compressed	19617525	19417604	1.01
tpcds_q13/datafusion:vortex-file-compressed	44569585	44167475	1.01
tpcds_q14/datafusion:vortex-file-compressed	168188306	168123823	1.00
tpcds_q15/datafusion:vortex-file-compressed	28461450	27718717	1.03
tpcds_q16/datafusion:vortex-file-compressed	29085452	27880956	1.04
tpcds_q17/datafusion:vortex-file-compressed	63885948	61917725	1.03
tpcds_q18/datafusion:vortex-file-compressed	67174034	69416784	0.97
tpcds_q19/datafusion:vortex-file-compressed	21611014	21975749	0.98
tpcds_q20/datafusion:vortex-file-compressed	21293067	20834908	1.02
tpcds_q21/datafusion:vortex-file-compressed	36742832	35104793	1.05
tpcds_q22/datafusion:vortex-file-compressed	151163353	139620696	1.08
tpcds_q23/datafusion:vortex-file-compressed	152107520	154785481	0.98
tpcds_q24/datafusion:vortex-file-compressed	82268071	83176614	0.99
tpcds_q25/datafusion:vortex-file-compressed	65849952	66342758	0.99
tpcds_q26/datafusion:vortex-file-compressed	33525286	33163893	1.01
tpcds_q27/datafusion:vortex-file-compressed	100386842	99921239	1.00
tpcds_q28/datafusion:vortex-file-compressed	41787288	40804728	1.02
tpcds_q29/datafusion:vortex-file-compressed	63052243	62033404	1.02
tpcds_q30/datafusion:vortex-file-compressed	22919313	23290302	0.98
tpcds_q31/datafusion:vortex-file-compressed	73411705	72065499	1.02
tpcds_q32/datafusion:vortex-file-compressed	20572494	20621690	1.00
tpcds_q33/datafusion:vortex-file-compressed	31197374	29445647	1.06
tpcds_q34/datafusion:vortex-file-compressed	25283136	23933898	1.06
tpcds_q35/datafusion:vortex-file-compressed	45142878	44005090	1.03
tpcds_q36/datafusion:vortex-file-compressed	58064769	57066375	1.02
tpcds_q37/datafusion:vortex-file-compressed	25694714	25208527	1.02
tpcds_q38/datafusion:vortex-file-compressed	43993075	43909369	1.00
tpcds_q39/datafusion:vortex-file-compressed	104347422	104069723	1.00
tpcds_q40/datafusion:vortex-file-compressed	32918405	32787380	1.00
tpcds_q41/datafusion:vortex-file-compressed	16327331	15314061	1.07
tpcds_q42/datafusion:vortex-file-compressed	14356574	13378725	1.07
tpcds_q43/datafusion:vortex-file-compressed	19464300	18516228	1.05
tpcds_q44/datafusion:vortex-file-compressed	31792624	31352509	1.01
tpcds_q45/datafusion:vortex-file-compressed	28186946	26993760	1.04
tpcds_q46/datafusion:vortex-file-compressed	34515854	35265757	0.98
tpcds_q47/datafusion:vortex-file-compressed	132501603	132525751	1.00
tpcds_q48/datafusion:vortex-file-compressed	37846646	38049088	0.99
tpcds_q49/datafusion:vortex-file-compressed	59626186	57277708	1.04
tpcds_q50/datafusion:vortex-file-compressed	39838254	38931341	1.02
tpcds_q51/datafusion:vortex-file-compressed	89412274	90128204	0.99
tpcds_q52/datafusion:vortex-file-compressed	14123581	13821657	1.02
tpcds_q53/datafusion:vortex-file-compressed	21444285	21069114	1.02
tpcds_q54/datafusion:vortex-file-compressed	34659267	34336838	1.01
tpcds_q55/datafusion:vortex-file-compressed	14819370	13499409	1.10
tpcds_q56/datafusion:vortex-file-compressed	30113661	29030954	1.04
tpcds_q57/datafusion:vortex-file-compressed	107629275	108549043	0.99
tpcds_q58/datafusion:vortex-file-compressed	51153317	54063827	0.95
tpcds_q59/datafusion:vortex-file-compressed	58768154	57084947	1.03
tpcds_q60/datafusion:vortex-file-compressed	28652574	29527199	0.97
tpcds_q61/datafusion:vortex-file-compressed	39878813	41094497	0.97
tpcds_q62/datafusion:vortex-file-compressed	21627966	22560388	0.96
tpcds_q63/datafusion:vortex-file-compressed	20608957	21505866	0.96
tpcds_q64/datafusion:vortex-file-compressed	409307068	418979892	0.98
tpcds_q65/datafusion:vortex-file-compressed	39703900	39677653	1.00
tpcds_q66/datafusion:vortex-file-compressed	73242331	71757301	1.02
tpcds_q67/datafusion:vortex-file-compressed	143646083	145641243	0.99
tpcds_q68/datafusion:vortex-file-compressed	32066319	32825254	0.98
tpcds_q69/datafusion:vortex-file-compressed	35643615	36366629	0.98
tpcds_q70/datafusion:vortex-file-compressed	83913043	86095360	0.97
tpcds_q71/datafusion:vortex-file-compressed	23679737	22693331	1.04
tpcds_q72/datafusion:vortex-file-compressed	2114363672	2113087204	1.00
tpcds_q73/datafusion:vortex-file-compressed	22206792	22980004	0.97
tpcds_q74/datafusion:vortex-file-compressed	79940473	80755581	0.99
tpcds_q75/datafusion:vortex-file-compressed	105773746	105685903	1.00
tpcds_q76/datafusion:vortex-file-compressed	23538079	23338207	1.01
tpcds_q77/datafusion:vortex-file-compressed	41062821	38948567	1.05
tpcds_q78/datafusion:vortex-file-compressed	122398016	122120355	1.00
tpcds_q79/datafusion:vortex-file-compressed	27695230	27748504	1.00
tpcds_q80/datafusion:vortex-file-compressed	93329343	94582876	0.99
tpcds_q81/datafusion:vortex-file-compressed	23078483	24462660	0.94
tpcds_q82/datafusion:vortex-file-compressed	26062457	26128712	1.00
tpcds_q83/datafusion:vortex-file-compressed	33518699	33582257	1.00
tpcds_q84/datafusion:vortex-file-compressed	12587972	12621155	1.00
tpcds_q85/datafusion:vortex-file-compressed	96458878	97291737	0.99
tpcds_q86/datafusion:vortex-file-compressed	15861929	16670587	0.95
tpcds_q87/datafusion:vortex-file-compressed	42986397	42901691	1.00
tpcds_q88/datafusion:vortex-file-compressed	55281811	55279961	1.00
tpcds_q89/datafusion:vortex-file-compressed	25879666	25241769	1.03
tpcds_q90/datafusion:vortex-file-compressed	15121101	14463212	1.05
tpcds_q91/datafusion:vortex-file-compressed	18604250	18275846	1.02
tpcds_q92/datafusion:vortex-file-compressed	17599201	17964228	0.98
tpcds_q93/datafusion:vortex-file-compressed	32299685	33246978	0.97
tpcds_q94/datafusion:vortex-file-compressed	22497016	22812920	0.99
tpcds_q95/datafusion:vortex-file-compressed	60898393	59668899	1.02
tpcds_q96/datafusion:vortex-file-compressed	13331848	13665716	0.98
tpcds_q97/datafusion:vortex-file-compressed	32753672	34655182	0.95
tpcds_q98/datafusion:vortex-file-compressed	23654518	24724983	0.96
tpcds_q99/datafusion:vortex-file-compressed	32150059	32350420	0.99

datafusion / vortex-compact (1.007x ➖, 1↑ 3↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	25654003	25435107	1.01
tpcds_q02/datafusion:vortex-compact	52447053	53360232	0.98
tpcds_q03/datafusion:vortex-compact	19797371	19197214	1.03
tpcds_q04/datafusion:vortex-compact	303252327	299215839	1.01
tpcds_q05/datafusion:vortex-compact	47336846	46784092	1.01
tpcds_q06/datafusion:vortex-compact	60032408	63612257	0.94
tpcds_q07/datafusion:vortex-compact	51954704	52262472	0.99
tpcds_q08/datafusion:vortex-compact	35141056	35791579	0.98
tpcds_q09/datafusion:vortex-compact	62313001	61837223	1.01
tpcds_q10/datafusion:vortex-compact	50220728	50383053	1.00
tpcds_q11/datafusion:vortex-compact	150374560	143863535	1.05
tpcds_q12/datafusion:vortex-compact 🚨	25887008	22978290	1.13
tpcds_q13/datafusion:vortex-compact	93762618	91180443	1.03
tpcds_q14/datafusion:vortex-compact	194747177	199084038	0.98
tpcds_q15/datafusion:vortex-compact	30004121	29750621	1.01
tpcds_q16/datafusion:vortex-compact	31921320	31896790	1.00
tpcds_q17/datafusion:vortex-compact	75356245	77363795	0.97
tpcds_q18/datafusion:vortex-compact	78211174	77141867	1.01
tpcds_q19/datafusion:vortex-compact	29446469	28931731	1.02
tpcds_q20/datafusion:vortex-compact	25642821	26445984	0.97
tpcds_q21/datafusion:vortex-compact	40079146	40773125	0.98
tpcds_q22/datafusion:vortex-compact	125919091	117332841	1.07
tpcds_q23/datafusion:vortex-compact	163110830	166759335	0.98
tpcds_q24/datafusion:vortex-compact	95632570	100601614	0.95
tpcds_q25/datafusion:vortex-compact	78523244	78940257	0.99
tpcds_q26/datafusion:vortex-compact	43591455	43472062	1.00
tpcds_q27/datafusion:vortex-compact	124120035	122247299	1.02
tpcds_q28/datafusion:vortex-compact	80152443	77523045	1.03
tpcds_q29/datafusion:vortex-compact	74569422	73883736	1.01
tpcds_q30/datafusion:vortex-compact	28670734	27439036	1.04
tpcds_q31/datafusion:vortex-compact	95617863	95672185	1.00
tpcds_q32/datafusion:vortex-compact	26457327	25363433	1.04
tpcds_q33/datafusion:vortex-compact	36543386	36968341	0.99
tpcds_q34/datafusion:vortex-compact	31780420	33012463	0.96
tpcds_q35/datafusion:vortex-compact	50670872	51736566	0.98
tpcds_q36/datafusion:vortex-compact	75827263	72807104	1.04
tpcds_q37/datafusion:vortex-compact	40664677	40822114	1.00
tpcds_q38/datafusion:vortex-compact	52049269	50038010	1.04
tpcds_q39/datafusion:vortex-compact	113067138	110367862	1.02
tpcds_q40/datafusion:vortex-compact	37017575	37650978	0.98
tpcds_q41/datafusion:vortex-compact	17340608	17889517	0.97
tpcds_q42/datafusion:vortex-compact	18377036	17856001	1.03
tpcds_q43/datafusion:vortex-compact	25162396	25002831	1.01
tpcds_q44/datafusion:vortex-compact	47993453	48498103	0.99
tpcds_q45/datafusion:vortex-compact	32842315	30894291	1.06
tpcds_q46/datafusion:vortex-compact	44985807	44435290	1.01
tpcds_q47/datafusion:vortex-compact	150426314	148186389	1.02
tpcds_q48/datafusion:vortex-compact 🚀	71778237	81534826	0.88
tpcds_q49/datafusion:vortex-compact	69025851	68337502	1.01
tpcds_q50/datafusion:vortex-compact	47611305	47056199	1.01
tpcds_q51/datafusion:vortex-compact	96126808	93243576	1.03
tpcds_q52/datafusion:vortex-compact	18799055	18297831	1.03
tpcds_q53/datafusion:vortex-compact	27419876	27346996	1.00
tpcds_q54/datafusion:vortex-compact	40888051	41000121	1.00
tpcds_q55/datafusion:vortex-compact	19281909	18316645	1.05
tpcds_q56/datafusion:vortex-compact	35369984	35551414	0.99
tpcds_q57/datafusion:vortex-compact	110880469	115043016	0.96
tpcds_q58/datafusion:vortex-compact	63689411	63884985	1.00
tpcds_q59/datafusion:vortex-compact	69345197	68472506	1.01
tpcds_q60/datafusion:vortex-compact	34753498	35156419	0.99
tpcds_q61/datafusion:vortex-compact	53107668	54269207	0.98
tpcds_q62/datafusion:vortex-compact 🚨	31930603	27145418	1.18
tpcds_q63/datafusion:vortex-compact	27801679	27800782	1.00
tpcds_q64/datafusion:vortex-compact	452122665	451304545	1.00
tpcds_q65/datafusion:vortex-compact	54006275	52938171	1.02
tpcds_q66/datafusion:vortex-compact	78005762	74317453	1.05
tpcds_q67/datafusion:vortex-compact	150955901	146745591	1.03
tpcds_q68/datafusion:vortex-compact	47775770	44002032	1.09
tpcds_q69/datafusion:vortex-compact	46841666	46684673	1.00
tpcds_q70/datafusion:vortex-compact	97364204	97408631	1.00
tpcds_q71/datafusion:vortex-compact	29379811	29773379	0.99
tpcds_q72/datafusion:vortex-compact	2106864358	2123341653	0.99
tpcds_q73/datafusion:vortex-compact	30732090	30487659	1.01
tpcds_q74/datafusion:vortex-compact	95229068	92536934	1.03
tpcds_q75/datafusion:vortex-compact	124043244	123247959	1.01
tpcds_q76/datafusion:vortex-compact	31695383	32607177	0.97
tpcds_q77/datafusion:vortex-compact	50359085	50800149	0.99
tpcds_q78/datafusion:vortex-compact	137919618	137540810	1.00
tpcds_q79/datafusion:vortex-compact	38198356	38201359	1.00
tpcds_q80/datafusion:vortex-compact	102389600	102649265	1.00
tpcds_q81/datafusion:vortex-compact	27479254	27192087	1.01
tpcds_q82/datafusion:vortex-compact	41781424	41248903	1.01
tpcds_q83/datafusion:vortex-compact	33534589	33966122	0.99
tpcds_q84/datafusion:vortex-compact	13770396	14795381	0.93
tpcds_q85/datafusion:vortex-compact	133868393	129484343	1.03
tpcds_q86/datafusion:vortex-compact 🚨	21693534	19646243	1.10
tpcds_q87/datafusion:vortex-compact	51906224	51377474	1.01
tpcds_q88/datafusion:vortex-compact	75281295	75897271	0.99
tpcds_q89/datafusion:vortex-compact	30885449	30690217	1.01
tpcds_q90/datafusion:vortex-compact	15155652	15441736	0.98
tpcds_q91/datafusion:vortex-compact	32993211	34164075	0.97
tpcds_q92/datafusion:vortex-compact	24079473	23583618	1.02
tpcds_q93/datafusion:vortex-compact	37584421	38384637	0.98
tpcds_q94/datafusion:vortex-compact	25216520	26726132	0.94
tpcds_q95/datafusion:vortex-compact	65598554	63907903	1.03
tpcds_q96/datafusion:vortex-compact	17201931	17248266	1.00
tpcds_q97/datafusion:vortex-compact	36941673	36116085	1.02
tpcds_q98/datafusion:vortex-compact	29919995	29861467	1.00
tpcds_q99/datafusion:vortex-compact	31235489	30453394	1.03

datafusion / parquet (0.999x ➖, 0↑ 3↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	30225078	30877284	0.98
tpcds_q02/datafusion:parquet	41202747	43207212	0.95
tpcds_q03/datafusion:parquet	12903547	13264105	0.97
tpcds_q04/datafusion:parquet	258274809	261485662	0.99
tpcds_q05/datafusion:parquet	38415536	40333088	0.95
tpcds_q06/datafusion:parquet	60646320	58203581	1.04
tpcds_q07/datafusion:parquet	74878157	74026468	1.01
tpcds_q08/datafusion:parquet	25585329	24897683	1.03
tpcds_q09/datafusion:parquet 🚨	48538825	42961640	1.13
tpcds_q10/datafusion:parquet	72426323	66908537	1.08
tpcds_q11/datafusion:parquet	140626849	141532291	0.99
tpcds_q12/datafusion:parquet	17800210	17388250	1.02
tpcds_q13/datafusion:parquet	74522454	72991718	1.02
tpcds_q14/datafusion:parquet	161439842	155247040	1.04
tpcds_q15/datafusion:parquet	21218642	21484752	0.99
tpcds_q16/datafusion:parquet	22416374	24140158	0.93
tpcds_q17/datafusion:parquet	60552335	65702398	0.92
tpcds_q18/datafusion:parquet	111705075	114670881	0.97
tpcds_q19/datafusion:parquet	21867756	22385208	0.98
tpcds_q20/datafusion:parquet	16471376	16149494	1.02
tpcds_q21/datafusion:parquet	18274724	17745289	1.03
tpcds_q22/datafusion:parquet 🚨	156699982	138695434	1.13
tpcds_q23/datafusion:parquet	141233797	146964296	0.96
tpcds_q24/datafusion:parquet	90588208	90483283	1.00
tpcds_q25/datafusion:parquet	64045579	63878664	1.00
tpcds_q26/datafusion:parquet	64615838	64916422	1.00
tpcds_q27/datafusion:parquet	140475565	141757742	0.99
tpcds_q28/datafusion:parquet	44020470	45725156	0.96
tpcds_q29/datafusion:parquet	63004709	63648388	0.99
tpcds_q30/datafusion:parquet	33675666	35176692	0.96
tpcds_q31/datafusion:parquet	63445252	61826405	1.03
tpcds_q32/datafusion:parquet	17842165	17879844	1.00
tpcds_q33/datafusion:parquet	26466728	26291411	1.01
tpcds_q34/datafusion:parquet	20185236	20918707	0.96
tpcds_q35/datafusion:parquet	66773489	67349863	0.99
tpcds_q36/datafusion:parquet	54034426	55766835	0.97
tpcds_q37/datafusion:parquet	18488470	18100175	1.02
tpcds_q38/datafusion:parquet	38900926	39688030	0.98
tpcds_q39/datafusion:parquet	71653779	72809048	0.98
tpcds_q40/datafusion:parquet	23106775	25347333	0.91
tpcds_q41/datafusion:parquet	12946406	13023555	0.99
tpcds_q42/datafusion:parquet	11562320	11431875	1.01
tpcds_q43/datafusion:parquet	16516915	16675976	0.99
tpcds_q44/datafusion:parquet	32975296	31961128	1.03
tpcds_q45/datafusion:parquet	27198380	27339576	0.99
tpcds_q46/datafusion:parquet	31138548	31524001	0.99
tpcds_q47/datafusion:parquet	124253605	124931394	0.99
tpcds_q48/datafusion:parquet	67994339	67222282	1.01
tpcds_q49/datafusion:parquet	54155410	54266321	1.00
tpcds_q50/datafusion:parquet	42015399	42233593	0.99
tpcds_q51/datafusion:parquet	82652582	83449149	0.99
tpcds_q52/datafusion:parquet	11535342	11620493	0.99
tpcds_q53/datafusion:parquet	17403337	17185021	1.01
tpcds_q54/datafusion:parquet	34042990	32957761	1.03
tpcds_q55/datafusion:parquet	10972627	11051987	0.99
tpcds_q56/datafusion:parquet	26000602	27148532	0.96
tpcds_q57/datafusion:parquet	95242608	91160189	1.04
tpcds_q58/datafusion:parquet	49312032	49860991	0.99
tpcds_q59/datafusion:parquet	56237871	55978393	1.00
tpcds_q60/datafusion:parquet	26409999	27263554	0.97
tpcds_q61/datafusion:parquet	41843188	41750329	1.00
tpcds_q62/datafusion:parquet 🚨	24683024	20447591	1.21
tpcds_q63/datafusion:parquet	17582920	17705524	0.99
tpcds_q64/datafusion:parquet	508362852	506642359	1.00
tpcds_q65/datafusion:parquet	37365255	36660028	1.02
tpcds_q66/datafusion:parquet	66895079	69666416	0.96
tpcds_q67/datafusion:parquet	144261178	142699298	1.01
tpcds_q68/datafusion:parquet	30405055	31423242	0.97
tpcds_q69/datafusion:parquet	63663985	63641499	1.00
tpcds_q70/datafusion:parquet	86992384	86243829	1.01
tpcds_q71/datafusion:parquet	21470249	21741381	0.99
tpcds_q72/datafusion:parquet	593518711	599553178	0.99
tpcds_q73/datafusion:parquet	20568788	19726007	1.04
tpcds_q74/datafusion:parquet	78576259	80724670	0.97
tpcds_q75/datafusion:parquet	96920510	96309167	1.01
tpcds_q76/datafusion:parquet	29443298	29504953	1.00
tpcds_q77/datafusion:parquet	37413976	37031804	1.01
tpcds_q78/datafusion:parquet	110891118	112866685	0.98
tpcds_q79/datafusion:parquet	26286653	25489145	1.03
tpcds_q80/datafusion:parquet	76816500	78800639	0.97
tpcds_q81/datafusion:parquet	30726112	33340703	0.92
tpcds_q82/datafusion:parquet	18546297	19202869	0.97
tpcds_q83/datafusion:parquet	35167217	35202108	1.00
tpcds_q84/datafusion:parquet	38221000	38253211	1.00
tpcds_q85/datafusion:parquet	147656065	146353252	1.01
tpcds_q86/datafusion:parquet	15448850	15193794	1.02
tpcds_q87/datafusion:parquet	38934988	39516447	0.99
tpcds_q88/datafusion:parquet	57885443	56367592	1.03
tpcds_q89/datafusion:parquet	20671286	21008270	0.98
tpcds_q90/datafusion:parquet	13791144	13688977	1.01
tpcds_q91/datafusion:parquet	57273763	56439770	1.01
tpcds_q92/datafusion:parquet	17774900	17630593	1.01
tpcds_q93/datafusion:parquet	30727533	32498213	0.95
tpcds_q94/datafusion:parquet	20093655	19659467	1.02
tpcds_q95/datafusion:parquet	58937986	59933811	0.98
tpcds_q96/datafusion:parquet	11691881	11350913	1.03
tpcds_q97/datafusion:parquet	29060891	28708071	1.01
tpcds_q98/datafusion:parquet	20253971	21301771	0.95
tpcds_q99/datafusion:parquet	25925688	25440110	1.02

duckdb / vortex-file-compressed (0.999x ➖, 0↑ 3↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21378910	20944183	1.02
tpcds_q02/duckdb:vortex-file-compressed	34422092	36380042	0.95
tpcds_q03/duckdb:vortex-file-compressed	32676856	31424562	1.04
tpcds_q04/duckdb:vortex-file-compressed	103387141	105062653	0.98
tpcds_q05/duckdb:vortex-file-compressed	37421411	35855720	1.04
tpcds_q06/duckdb:vortex-file-compressed	30817631	31410559	0.98
tpcds_q07/duckdb:vortex-file-compressed	18928737	19188109	0.99
tpcds_q08/duckdb:vortex-file-compressed	27777062	26790322	1.04
tpcds_q09/duckdb:vortex-file-compressed	37096735	37737070	0.98
tpcds_q10/duckdb:vortex-file-compressed	38394949	37987205	1.01
tpcds_q11/duckdb:vortex-file-compressed	60671336	60425547	1.00
tpcds_q12/duckdb:vortex-file-compressed	13663876	13815522	0.99
tpcds_q13/duckdb:vortex-file-compressed	32082174	33853121	0.95
tpcds_q14/duckdb:vortex-file-compressed	102275901	107532057	0.95
tpcds_q15/duckdb:vortex-file-compressed	26339924	25378967	1.04
tpcds_q16/duckdb:vortex-file-compressed	25627309	26316134	0.97
tpcds_q17/duckdb:vortex-file-compressed	41861611	42672272	0.98
tpcds_q18/duckdb:vortex-file-compressed	47066190	46083966	1.02
tpcds_q19/duckdb:vortex-file-compressed	33438632	32683324	1.02
tpcds_q20/duckdb:vortex-file-compressed	15415783	14681573	1.05
tpcds_q21/duckdb:vortex-file-compressed	17633674	16669775	1.06
tpcds_q22/duckdb:vortex-file-compressed	73733030	71552549	1.03
tpcds_q23/duckdb:vortex-file-compressed	106148775	103580234	1.02
tpcds_q24/duckdb:vortex-file-compressed	48332081	49239945	0.98
tpcds_q25/duckdb:vortex-file-compressed	47516070	47623852	1.00
tpcds_q26/duckdb:vortex-file-compressed	40658033	39770231	1.02
tpcds_q27/duckdb:vortex-file-compressed	46084218	46149252	1.00
tpcds_q28/duckdb:vortex-file-compressed	34226828	35122812	0.97
tpcds_q29/duckdb:vortex-file-compressed	41296808	41063528	1.01
tpcds_q30/duckdb:vortex-file-compressed	23738523	23317948	1.02
tpcds_q31/duckdb:vortex-file-compressed	36224847	35920178	1.01
tpcds_q32/duckdb:vortex-file-compressed	13505828	13421866	1.01
tpcds_q33/duckdb:vortex-file-compressed	23549511	23919798	0.98
tpcds_q34/duckdb:vortex-file-compressed	23080316	23409255	0.99
tpcds_q35/duckdb:vortex-file-compressed	62968126	64710136	0.97
tpcds_q36/duckdb:vortex-file-compressed	25094982	24290924	1.03
tpcds_q37/duckdb:vortex-file-compressed	15018101	15342092	0.98
tpcds_q38/duckdb:vortex-file-compressed	34650910	35499688	0.98
tpcds_q39/duckdb:vortex-file-compressed	33896033	34704173	0.98
tpcds_q40/duckdb:vortex-file-compressed	19246656	19713655	0.98
tpcds_q41/duckdb:vortex-file-compressed	12887127	12784582	1.01
tpcds_q42/duckdb:vortex-file-compressed	12023304	12602440	0.95
tpcds_q43/duckdb:vortex-file-compressed	23422727	22883197	1.02
tpcds_q44/duckdb:vortex-file-compressed	21019332	20379028	1.03
tpcds_q45/duckdb:vortex-file-compressed	28252520	30041818	0.94
tpcds_q46/duckdb:vortex-file-compressed	49753086	50782636	0.98
tpcds_q47/duckdb:vortex-file-compressed	45269862	47366782	0.96
tpcds_q48/duckdb:vortex-file-compressed	29113129	29882175	0.97
tpcds_q49/duckdb:vortex-file-compressed 🚨	37785334	34181271	1.11
tpcds_q50/duckdb:vortex-file-compressed	33754375	33454701	1.01
tpcds_q51/duckdb:vortex-file-compressed	96295345	97611227	0.99
tpcds_q52/duckdb:vortex-file-compressed	12644684	12415139	1.02
tpcds_q53/duckdb:vortex-file-compressed	22693991	22638637	1.00
tpcds_q54/duckdb:vortex-file-compressed	26950370	27456390	0.98
tpcds_q55/duckdb:vortex-file-compressed	12631078	12914998	0.98
tpcds_q56/duckdb:vortex-file-compressed	23493109	23845135	0.99
tpcds_q57/duckdb:vortex-file-compressed	39624873	39086523	1.01
tpcds_q58/duckdb:vortex-file-compressed	29903352	30977189	0.97
tpcds_q59/duckdb:vortex-file-compressed	66484843	68848133	0.97
tpcds_q60/duckdb:vortex-file-compressed	25099581	25814500	0.97
tpcds_q61/duckdb:vortex-file-compressed 🚨	36074157	29999655	1.20
tpcds_q62/duckdb:vortex-file-compressed	17480346	16228546	1.08
tpcds_q63/duckdb:vortex-file-compressed	20369542	21312344	0.96
tpcds_q64/duckdb:vortex-file-compressed	83227179	83831020	0.99
tpcds_q65/duckdb:vortex-file-compressed	21846056	21655580	1.01
tpcds_q66/duckdb:vortex-file-compressed	28252447	29500105	0.96
tpcds_q67/duckdb:vortex-file-compressed	137580383	137469498	1.00
tpcds_q68/duckdb:vortex-file-compressed	39433962	40142778	0.98
tpcds_q69/duckdb:vortex-file-compressed	41060948	41513009	0.99
tpcds_q70/duckdb:vortex-file-compressed	26343712	25092762	1.05
tpcds_q71/duckdb:vortex-file-compressed	20289849	20168880	1.01
tpcds_q72/duckdb:vortex-file-compressed	172766596	175903030	0.98
tpcds_q73/duckdb:vortex-file-compressed	23263869	22779027	1.02
tpcds_q74/duckdb:vortex-file-compressed	73451182	70753815	1.04
tpcds_q75/duckdb:vortex-file-compressed	58584155	55432283	1.06
tpcds_q76/duckdb:vortex-file-compressed	17639678	17770927	0.99
tpcds_q77/duckdb:vortex-file-compressed	24263194	26514467	0.92
tpcds_q78/duckdb:vortex-file-compressed	75701774	76172348	0.99
tpcds_q79/duckdb:vortex-file-compressed	31759212	31798296	1.00
tpcds_q80/duckdb:vortex-file-compressed	48245638	45955589	1.05
tpcds_q81/duckdb:vortex-file-compressed	26677920	27413830	0.97
tpcds_q82/duckdb:vortex-file-compressed	16252006	16279127	1.00
tpcds_q83/duckdb:vortex-file-compressed	23469344	23488296	1.00
tpcds_q84/duckdb:vortex-file-compressed	19081886	19329844	0.99
tpcds_q85/duckdb:vortex-file-compressed	43063496	44790113	0.96
tpcds_q86/duckdb:vortex-file-compressed	16995268	15976179	1.06
tpcds_q87/duckdb:vortex-file-compressed	39102993	41384623	0.94
tpcds_q88/duckdb:vortex-file-compressed	31998570	32154174	1.00
tpcds_q89/duckdb:vortex-file-compressed	22227777	21759526	1.02
tpcds_q90/duckdb:vortex-file-compressed	12459647	12269829	1.02
tpcds_q91/duckdb:vortex-file-compressed	30576481	31232454	0.98
tpcds_q92/duckdb:vortex-file-compressed 🚨	21499432	19398352	1.11
tpcds_q93/duckdb:vortex-file-compressed	25362178	28068239	0.90
tpcds_q94/duckdb:vortex-file-compressed	22462645	21734104	1.03
tpcds_q95/duckdb:vortex-file-compressed	144731979	151590567	0.95
tpcds_q96/duckdb:vortex-file-compressed	12943302	14069378	0.92
tpcds_q97/duckdb:vortex-file-compressed	37658389	38233042	0.98
tpcds_q98/duckdb:vortex-file-compressed	17536203	17754371	0.99
tpcds_q99/duckdb:vortex-file-compressed	26697803	26687739	1.00

duckdb / vortex-compact (0.993x ➖, 1↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	22473872	22867741	0.98
tpcds_q02/duckdb:vortex-compact 🚀	39529965	45041260	0.88
tpcds_q03/duckdb:vortex-compact	57374452	56828153	1.01
tpcds_q04/duckdb:vortex-compact	120310671	126827908	0.95
tpcds_q05/duckdb:vortex-compact	48477310	50671074	0.96
tpcds_q06/duckdb:vortex-compact	38923866	40137273	0.97
tpcds_q07/duckdb:vortex-compact	32749880	33993141	0.96
tpcds_q08/duckdb:vortex-compact	42978268	46391301	0.93
tpcds_q09/duckdb:vortex-compact	56328233	57046025	0.99
tpcds_q10/duckdb:vortex-compact	59417914	61183396	0.97
tpcds_q11/duckdb:vortex-compact	70586469	70889399	1.00
tpcds_q12/duckdb:vortex-compact	22184769	22385843	0.99
tpcds_q13/duckdb:vortex-compact	56735427	60132319	0.94
tpcds_q14/duckdb:vortex-compact	130272333	129652983	1.00
tpcds_q15/duckdb:vortex-compact	30474741	30870159	0.99
tpcds_q16/duckdb:vortex-compact	29335575	29385766	1.00
tpcds_q17/duckdb:vortex-compact	54236108	52772695	1.03
tpcds_q18/duckdb:vortex-compact	57807027	56275010	1.03
tpcds_q19/duckdb:vortex-compact	49542422	49552469	1.00
tpcds_q20/duckdb:vortex-compact	19942623	19805128	1.01
tpcds_q21/duckdb:vortex-compact	19882603	19171754	1.04
tpcds_q22/duckdb:vortex-compact	73186424	74355722	0.98
tpcds_q23/duckdb:vortex-compact	123217440	119182240	1.03
tpcds_q24/duckdb:vortex-compact	62721737	62146201	1.01
tpcds_q25/duckdb:vortex-compact	82684554	78650832	1.05
tpcds_q26/duckdb:vortex-compact	51909696	51132457	1.02
tpcds_q27/duckdb:vortex-compact	70381248	69734126	1.01
tpcds_q28/duckdb:vortex-compact	84009719	83473536	1.01
tpcds_q29/duckdb:vortex-compact	54314915	55281845	0.98
tpcds_q30/duckdb:vortex-compact	29665021	27775347	1.07
tpcds_q31/duckdb:vortex-compact	46223480	44742340	1.03
tpcds_q32/duckdb:vortex-compact	22483560	22357406	1.01
tpcds_q33/duckdb:vortex-compact	34340571	34978487	0.98
tpcds_q34/duckdb:vortex-compact	38509173	39011623	0.99
tpcds_q35/duckdb:vortex-compact	79234699	80927288	0.98
tpcds_q36/duckdb:vortex-compact	41111876	39947058	1.03
tpcds_q37/duckdb:vortex-compact	24109235	22540845	1.07
tpcds_q38/duckdb:vortex-compact	45232682	47170472	0.96
tpcds_q39/duckdb:vortex-compact	36641096	37409746	0.98
tpcds_q40/duckdb:vortex-compact	26125235	24553329	1.06
tpcds_q41/duckdb:vortex-compact	16000228	15262353	1.05
tpcds_q42/duckdb:vortex-compact	21750729	22196805	0.98
tpcds_q43/duckdb:vortex-compact	34966488	36497273	0.96
tpcds_q44/duckdb:vortex-compact	29001458	29850762	0.97
tpcds_q45/duckdb:vortex-compact	37277146	39070739	0.95
tpcds_q46/duckdb:vortex-compact	70966511	69740925	1.02
tpcds_q47/duckdb:vortex-compact	61381692	62494829	0.98
tpcds_q48/duckdb:vortex-compact	50400987	50297664	1.00
tpcds_q49/duckdb:vortex-compact	55228267	55665114	0.99
tpcds_q50/duckdb:vortex-compact	47779358	47445720	1.01
tpcds_q51/duckdb:vortex-compact	106163641	108291935	0.98
tpcds_q52/duckdb:vortex-compact	21905460	22017349	0.99
tpcds_q53/duckdb:vortex-compact	38031166	38365921	0.99
tpcds_q54/duckdb:vortex-compact	39247046	39345449	1.00
tpcds_q55/duckdb:vortex-compact	21878029	22039288	0.99
tpcds_q56/duckdb:vortex-compact	35243764	37336033	0.94
tpcds_q57/duckdb:vortex-compact	42642794	42786491	1.00
tpcds_q58/duckdb:vortex-compact	40574422	40195925	1.01
tpcds_q59/duckdb:vortex-compact	90454855	87546695	1.03
tpcds_q60/duckdb:vortex-compact	37838955	36378172	1.04
tpcds_q61/duckdb:vortex-compact	64150672	62310866	1.03
tpcds_q62/duckdb:vortex-compact	26446173	26092707	1.01
tpcds_q63/duckdb:vortex-compact	37316158	36728221	1.02
tpcds_q64/duckdb:vortex-compact	112633534	113549773	0.99
tpcds_q65/duckdb:vortex-compact	32177358	32479460	0.99
tpcds_q66/duckdb:vortex-compact	39058625	38558608	1.01
tpcds_q67/duckdb:vortex-compact	149964677	154509055	0.97
tpcds_q68/duckdb:vortex-compact	60324707	62513420	0.96
tpcds_q69/duckdb:vortex-compact	60692683	59654021	1.02
tpcds_q70/duckdb:vortex-compact	35787198	37383163	0.96
tpcds_q71/duckdb:vortex-compact	33983067	33803659	1.01
tpcds_q72/duckdb:vortex-compact	189654846	190038647	1.00
tpcds_q73/duckdb:vortex-compact	35861315	36924821	0.97
tpcds_q74/duckdb:vortex-compact	82602473	83844300	0.99
tpcds_q75/duckdb:vortex-compact	71103580	72512703	0.98
tpcds_q76/duckdb:vortex-compact	33930246	33389053	1.02
tpcds_q77/duckdb:vortex-compact	43130947	44117415	0.98
tpcds_q78/duckdb:vortex-compact	87434412	90133074	0.97
tpcds_q79/duckdb:vortex-compact	51342660	53064006	0.97
tpcds_q80/duckdb:vortex-compact	77868181	80592763	0.97
tpcds_q81/duckdb:vortex-compact	33272366	32471039	1.02
tpcds_q82/duckdb:vortex-compact	27543528	25851744	1.07
tpcds_q83/duckdb:vortex-compact	31310270	31134278	1.01
tpcds_q84/duckdb:vortex-compact	25223384	25979321	0.97
tpcds_q85/duckdb:vortex-compact	56091724	59814031	0.94
tpcds_q86/duckdb:vortex-compact	23246510	24036021	0.97
tpcds_q87/duckdb:vortex-compact	49794983	50178377	0.99
tpcds_q88/duckdb:vortex-compact	38758269	38905020	1.00
tpcds_q89/duckdb:vortex-compact	36859206	36835793	1.00
tpcds_q90/duckdb:vortex-compact	15431714	14481883	1.07
tpcds_q91/duckdb:vortex-compact	48928871	51336368	0.95
tpcds_q92/duckdb:vortex-compact	48000033	48054239	1.00
tpcds_q93/duckdb:vortex-compact	30746344	31338573	0.98
tpcds_q94/duckdb:vortex-compact	28290923	30634809	0.92
tpcds_q95/duckdb:vortex-compact	159966437	156972387	1.02
tpcds_q96/duckdb:vortex-compact	17035394	17515987	0.97
tpcds_q97/duckdb:vortex-compact	43193815	45067148	0.96
tpcds_q98/duckdb:vortex-compact	28233541	28497148	0.99
tpcds_q99/duckdb:vortex-compact	30425183	30491294	1.00

duckdb / parquet (0.996x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	27650510	27379262	1.01
tpcds_q02/duckdb:parquet	22575272	23993208	0.94
tpcds_q03/duckdb:parquet	11201546	11489257	0.97
tpcds_q04/duckdb:parquet	168953289	163911741	1.03
tpcds_q05/duckdb:parquet	28653186	29936650	0.96
tpcds_q06/duckdb:parquet	27623139	27478039	1.01
tpcds_q07/duckdb:parquet	21122634	20982607	1.01
tpcds_q08/duckdb:parquet	26853479	26388830	1.02
tpcds_q09/duckdb:parquet	39632116	39165920	1.01
tpcds_q10/duckdb:parquet	33306683	32153513	1.04
tpcds_q11/duckdb:parquet	88294455	82059189	1.08
tpcds_q12/duckdb:parquet	14584337	14924330	0.98
tpcds_q13/duckdb:parquet	32446901	32862925	0.99
tpcds_q14/duckdb:parquet	95940795	101143392	0.95
tpcds_q15/duckdb:parquet	29221831	29219904	1.00
tpcds_q16/duckdb:parquet	19858204	20524406	0.97
tpcds_q17/duckdb:parquet	38126224	37909821	1.01
tpcds_q18/duckdb:parquet	43994220	46172798	0.95
tpcds_q19/duckdb:parquet	28046468	28460064	0.99
tpcds_q20/duckdb:parquet	15219578	14877581	1.02
tpcds_q21/duckdb:parquet	10058394	10116457	0.99
tpcds_q22/duckdb:parquet	66838280	67300045	0.99
tpcds_q23/duckdb:parquet	79699360	81876655	0.97
tpcds_q24/duckdb:parquet	44560102	44933272	0.99
tpcds_q25/duckdb:parquet	32833103	32911592	1.00
tpcds_q26/duckdb:parquet	35460072	35534015	1.00
tpcds_q27/duckdb:parquet	48809995	49189058	0.99
tpcds_q28/duckdb:parquet	37601006	37140222	1.01
tpcds_q29/duckdb:parquet	35125677	34904211	1.01
tpcds_q30/duckdb:parquet	33037633	34984944	0.94
tpcds_q31/duckdb:parquet	22948434	23158056	0.99
tpcds_q32/duckdb:parquet	11133626	11568332	0.96
tpcds_q33/duckdb:parquet	20842622	20628673	1.01
tpcds_q34/duckdb:parquet	21231406	20269451	1.05
tpcds_q35/duckdb:parquet	56231056	56996200	0.99
tpcds_q36/duckdb:parquet	19723774	19691948	1.00
tpcds_q37/duckdb:parquet	12370788	11895006	1.04
tpcds_q38/duckdb:parquet	34295806	32443610	1.06
tpcds_q39/duckdb:parquet	29783739	29560585	1.01
tpcds_q40/duckdb:parquet	16114731	17603921	0.92
tpcds_q41/duckdb:parquet	7679596	7352370	1.04
tpcds_q42/duckdb:parquet	9678544	9818968	0.99
tpcds_q43/duckdb:parquet	15150679	15207241	1.00
tpcds_q44/duckdb:parquet	21554278	22267262	0.97
tpcds_q45/duckdb:parquet	26255772	25804298	1.02
tpcds_q46/duckdb:parquet	43043208	45296396	0.95
tpcds_q47/duckdb:parquet	43993653	43572102	1.01
tpcds_q48/duckdb:parquet	28648405	28801337	0.99
tpcds_q49/duckdb:parquet	23595693	25973307	0.91
tpcds_q50/duckdb:parquet	23911438	24525637	0.97
tpcds_q51/duckdb:parquet	93539544	93763150	1.00
tpcds_q52/duckdb:parquet	10523611	10926616	0.96
tpcds_q53/duckdb:parquet	14784262	14876672	0.99
tpcds_q54/duckdb:parquet	24776804	25615851	0.97
tpcds_q55/duckdb:parquet	9884972	9945515	0.99
tpcds_q56/duckdb:parquet	20350672	20692785	0.98
tpcds_q57/duckdb:parquet	34662926	34329930	1.01
tpcds_q58/duckdb:parquet	21804766	21416919	1.02
tpcds_q59/duckdb:parquet	35037696	34940551	1.00
tpcds_q60/duckdb:parquet	21979273	21555633	1.02
tpcds_q61/duckdb:parquet	31171115	29871673	1.04
tpcds_q62/duckdb:parquet	11442043	11641738	0.98
tpcds_q63/duckdb:parquet	13724020	13379240	1.03
tpcds_q64/duckdb:parquet	72900074	73393457	0.99
tpcds_q65/duckdb:parquet	19283217	19496333	0.99
tpcds_q66/duckdb:parquet	30334209	28590749	1.06
tpcds_q67/duckdb:parquet	133521317	134546116	0.99
tpcds_q68/duckdb:parquet	35773378	36149469	0.99
tpcds_q69/duckdb:parquet	35849111	36422522	0.98
tpcds_q70/duckdb:parquet	18798978	19236721	0.98
tpcds_q71/duckdb:parquet	18883502	18592471	1.02
tpcds_q72/duckdb:parquet	163411628	163639642	1.00
tpcds_q73/duckdb:parquet	17514007	17987554	0.97
tpcds_q74/duckdb:parquet	128086669	125463073	1.02
tpcds_q75/duckdb:parquet	53577989	51567322	1.04
tpcds_q76/duckdb:parquet	19315893	19684859	0.98
tpcds_q77/duckdb:parquet	21278702	21295506	1.00
tpcds_q78/duckdb:parquet	74221415	74168415	1.00
tpcds_q79/duckdb:parquet	26600035	26242464	1.01
tpcds_q80/duckdb:parquet	39450504	40204626	0.98
tpcds_q81/duckdb:parquet	30223079	31708535	0.95
tpcds_q82/duckdb:parquet	13862737	13649643	1.02
tpcds_q83/duckdb:parquet	16196360	15855669	1.02
tpcds_q84/duckdb:parquet	19911047	19796915	1.01
tpcds_q85/duckdb:parquet	38840730	39157249	0.99
tpcds_q86/duckdb:parquet	12983791	12059791	1.08
tpcds_q87/duckdb:parquet	36181879	37430882	0.97
tpcds_q88/duckdb:parquet	48298607	48880932	0.99
tpcds_q89/duckdb:parquet	15963818	16072627	0.99
tpcds_q90/duckdb:parquet	7463334	7113847	1.05
tpcds_q91/duckdb:parquet	23164129	22824969	1.01
tpcds_q92/duckdb:parquet	11322407	11888832	0.95
tpcds_q93/duckdb:parquet	29618295	28293437	1.05
tpcds_q94/duckdb:parquet	15630330	16770924	0.93
tpcds_q95/duckdb:parquet	137009628	139793453	0.98
tpcds_q96/duckdb:parquet	8374923	8487962	0.99
tpcds_q97/duckdb:parquet	34914235	34222478	1.02
tpcds_q98/duckdb:parquet	16676542	17532252	0.95
tpcds_q99/duckdb:parquet	20023909	19430547	1.03

duckdb / duckdb (1.000x ➖, 1↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20172265	19998591	1.01
tpcds_q02/duckdb:duckdb	18125554	18646832	0.97
tpcds_q03/duckdb:duckdb	8643923	8532504	1.01
tpcds_q04/duckdb:duckdb	175979360	176758802	1.00
tpcds_q05/duckdb:duckdb	19070268	19407875	0.98
tpcds_q06/duckdb:duckdb	22891569	22293416	1.03
tpcds_q07/duckdb:duckdb	37061411	38006205	0.98
tpcds_q08/duckdb:duckdb	119763807	119334039	1.00
tpcds_q09/duckdb:duckdb	19922010	20004343	1.00
tpcds_q10/duckdb:duckdb	23854447	22697113	1.05
tpcds_q11/duckdb:duckdb	88450599	92389980	0.96
tpcds_q12/duckdb:duckdb	11417758	11237149	1.02
tpcds_q13/duckdb:duckdb	24677342	23783609	1.04
tpcds_q14/duckdb:duckdb	93476919	91655920	1.02
tpcds_q15/duckdb:duckdb	25393453	23934583	1.06
tpcds_q16/duckdb:duckdb	18188446	16819038	1.08
tpcds_q17/duckdb:duckdb	22541062	21333396	1.06
tpcds_q18/duckdb:duckdb	43686206	44315323	0.99
tpcds_q19/duckdb:duckdb	16257662	16701263	0.97
tpcds_q20/duckdb:duckdb	12045865	11496496	1.05
tpcds_q21/duckdb:duckdb	6981447	6585098	1.06
tpcds_q22/duckdb:duckdb	59282289	64186619	0.92
tpcds_q23/duckdb:duckdb	80184974	85088558	0.94
tpcds_q24/duckdb:duckdb	24183440	23858080	1.01
tpcds_q25/duckdb:duckdb	17408672	16635799	1.05
tpcds_q26/duckdb:duckdb	26475383	26039619	1.02
tpcds_q27/duckdb:duckdb	37657602	39951288	0.94
tpcds_q28/duckdb:duckdb	21804637	21611788	1.01
tpcds_q29/duckdb:duckdb	20274152	20330412	1.00
tpcds_q30/duckdb:duckdb	28093228	28563921	0.98
tpcds_q31/duckdb:duckdb	46714601	46615222	1.00
tpcds_q32/duckdb:duckdb	6999780	7188984	0.97
tpcds_q33/duckdb:duckdb	12488115	12844362	0.97
tpcds_q34/duckdb:duckdb	15466740	14833986	1.04
tpcds_q35/duckdb:duckdb	32410301	32342970	1.00
tpcds_q36/duckdb:duckdb	70610422	70719293	1.00
tpcds_q37/duckdb:duckdb	7860344	7676871	1.02
tpcds_q38/duckdb:duckdb	31132946	30122111	1.03
tpcds_q39/duckdb:duckdb	25928390	28421004	0.91
tpcds_q40/duckdb:duckdb	14146423	13066293	1.08
tpcds_q41/duckdb:duckdb	8191815	7942176	1.03
tpcds_q42/duckdb:duckdb	6616488	6262269	1.06
tpcds_q43/duckdb:duckdb	11287667	11263093	1.00
tpcds_q44/duckdb:duckdb	13946008	13300811	1.05
tpcds_q45/duckdb:duckdb	17054294	16786029	1.02
tpcds_q46/duckdb:duckdb	36223916	36185998	1.00
tpcds_q47/duckdb:duckdb	40474429	41067386	0.99
tpcds_q48/duckdb:duckdb	21364894	22741142	0.94
tpcds_q49/duckdb:duckdb	17113362	17259008	0.99
tpcds_q50/duckdb:duckdb	14023852	13774469	1.02
tpcds_q51/duckdb:duckdb	89190676	88303378	1.01
tpcds_q52/duckdb:duckdb	7126131	7312161	0.97
tpcds_q53/duckdb:duckdb	13135256	13279573	0.99
tpcds_q54/duckdb:duckdb	16070834	16439719	0.98
tpcds_q55/duckdb:duckdb	6991907	6945785	1.01
tpcds_q56/duckdb:duckdb	13656540	13799985	0.99
tpcds_q57/duckdb:duckdb	32362737	32770709	0.99
tpcds_q58/duckdb:duckdb	12644800	12390735	1.02
tpcds_q59/duckdb:duckdb	34381981	35191081	0.98
tpcds_q60/duckdb:duckdb	14686811	14376123	1.02
tpcds_q61/duckdb:duckdb	13914702	14397126	0.97
tpcds_q62/duckdb:duckdb	9546835	8993822	1.06
tpcds_q63/duckdb:duckdb	12105384	11915245	1.02
tpcds_q64/duckdb:duckdb	53345476	52418028	1.02
tpcds_q65/duckdb:duckdb	34876965	34501710	1.01
tpcds_q66/duckdb:duckdb	25744265	25501193	1.01
tpcds_q67/duckdb:duckdb	128382011	131329537	0.98
tpcds_q68/duckdb:duckdb	24821409	25318871	0.98
tpcds_q69/duckdb:duckdb	24904883	24649110	1.01
tpcds_q70/duckdb:duckdb	13922581	13933642	1.00
tpcds_q71/duckdb:duckdb	12804207	12762449	1.00
tpcds_q72/duckdb:duckdb	43069952	44343173	0.97
tpcds_q73/duckdb:duckdb	10742062	10860822	0.99
tpcds_q74/duckdb:duckdb	141386818	147147921	0.96
tpcds_q75/duckdb:duckdb	43226228	42409592	1.02
tpcds_q76/duckdb:duckdb	12036569	11384330	1.06
tpcds_q77/duckdb:duckdb	12024622	12818907	0.94
tpcds_q78/duckdb:duckdb	62769665	63254533	0.99
tpcds_q79/duckdb:duckdb	18607475	18881481	0.99
tpcds_q80/duckdb:duckdb	26866419	27888336	0.96
tpcds_q81/duckdb:duckdb	39462079	39516156	1.00
tpcds_q82/duckdb:duckdb	8114867	7866431	1.03
tpcds_q83/duckdb:duckdb	9340620	9743778	0.96
tpcds_q84/duckdb:duckdb	13781641	14131584	0.98
tpcds_q85/duckdb:duckdb	24098772	22730972	1.06
tpcds_q86/duckdb:duckdb 🚨	11645351	10492200	1.11
tpcds_q87/duckdb:duckdb	32559181	33473712	0.97
tpcds_q88/duckdb:duckdb	26160972	25802265	1.01
tpcds_q89/duckdb:duckdb	14626758	14174183	1.03
tpcds_q90/duckdb:duckdb	5393809	5264590	1.02
tpcds_q91/duckdb:duckdb	12488738	13007965	0.96
tpcds_q92/duckdb:duckdb	8447464	8945022	0.94
tpcds_q93/duckdb:duckdb	22116908	22353716	0.99
tpcds_q94/duckdb:duckdb	12356211	13268866	0.93
tpcds_q95/duckdb:duckdb 🚀	107467289	126624008	0.85
tpcds_q96/duckdb:duckdb	4884982	4548480	1.07
tpcds_q97/duckdb:duckdb	29181980	30656121	0.95
tpcds_q98/duckdb:duckdb	13344825	13584996	0.98
tpcds_q99/duckdb:duckdb	16396820	15868096	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+0.9%	-0.6%	+1.4%	+19.8%	➖ noise
1	datafusion:vortex-file-compressed	+4.0%	-0.6%	+4.6%	+19.1%	➖ noise
1	duckdb:duckdb	+0.9%	-0.6%	+1.4%	+22.5%	➖ noise
1	duckdb:vortex-compact	-1.7%	-0.6%	-1.2%	+20.7%	➖ noise
1	duckdb:vortex-file-compressed	+2.1%	-0.6%	+2.7%	+31.6%	➖ noise
2	datafusion:vortex-compact	-1.7%	-5.3%	+3.8%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.3%	-5.3%	+5.2%	+10.0%	➖ noise
2	duckdb:duckdb	-2.8%	-5.3%	+2.6%	+10.0%	➖ noise
2	duckdb:vortex-compact	-12.2%	-5.3%	-7.3%	+15.8%	➖ noise
2	duckdb:vortex-file-compressed	-5.4%	-5.3%	-0.1%	+10.9%	➖ noise
3	datafusion:vortex-compact	+3.1%	-2.6%	+5.9%	+22.5%	➖ noise
3	datafusion:vortex-file-compressed	+0.5%	-2.6%	+3.2%	+10.0%	➖ noise
3	duckdb:duckdb	+1.3%	-2.6%	+4.0%	+11.9%	➖ noise
3	duckdb:vortex-compact	+1.0%	-2.6%	+3.7%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+4.0%	-2.6%	+6.8%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.3%	+0.9%	+0.4%	+10.6%	➖ noise
4	datafusion:vortex-file-compressed	-1.4%	+0.9%	-2.3%	+11.1%	➖ noise
4	duckdb:duckdb	-0.4%	+0.9%	-1.3%	+10.4%	➖ noise
4	duckdb:vortex-compact	-5.1%	+0.9%	-6.0%	+14.8%	➖ noise
4	duckdb:vortex-file-compressed	-1.6%	+0.9%	-2.5%	+12.1%	➖ noise
5	datafusion:vortex-compact	+1.2%	-4.5%	+6.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.6%	-4.5%	+5.4%	+10.0%	➖ noise
5	duckdb:duckdb	-1.7%	-4.5%	+2.9%	+12.4%	➖ noise
5	duckdb:vortex-compact	-4.3%	-4.5%	+0.2%	+14.7%	➖ noise
5	duckdb:vortex-file-compressed	+4.4%	-4.5%	+9.3%	+10.3%	➖ noise
6	datafusion:vortex-compact	-5.6%	+2.3%	-7.8%	+12.6%	➖ noise
6	datafusion:vortex-file-compressed	+4.0%	+2.3%	+1.7%	+10.0%	➖ noise
6	duckdb:duckdb	+2.7%	+2.3%	+0.3%	+15.9%	➖ noise
6	duckdb:vortex-compact	-3.0%	+2.3%	-5.2%	+12.8%	➖ noise
6	duckdb:vortex-file-compressed	-1.9%	+2.3%	-4.1%	+10.0%	➖ noise
7	datafusion:vortex-compact	-0.6%	+0.9%	-1.5%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+5.7%	+0.9%	+4.8%	+17.2%	➖ noise
7	duckdb:duckdb	-2.5%	+0.9%	-3.4%	+17.7%	➖ noise
7	duckdb:vortex-compact	-3.7%	+0.9%	-4.5%	+16.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.4%	+0.9%	-2.2%	+25.3%	➖ noise
8	datafusion:vortex-compact	-1.8%	+2.3%	-4.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-3.5%	+2.3%	-5.6%	+15.8%	➖ noise
8	duckdb:duckdb	+0.4%	+2.3%	-1.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	-7.4%	+2.3%	-9.4%	+10.0%	✅ faster
8	duckdb:vortex-file-compressed	+3.7%	+2.3%	+1.4%	+12.3%	➖ noise
9	datafusion:vortex-compact	+0.8%	+6.9%	-5.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.1%	+6.9%	-7.5%	+10.0%	➖ noise
9	duckdb:duckdb	-0.4%	+6.9%	-6.9%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.3%	+6.9%	-7.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.7%	+6.9%	-8.1%	+14.8%	➖ noise
10	datafusion:vortex-compact	-0.3%	+5.9%	-5.9%	+10.2%	➖ noise
10	datafusion:vortex-file-compressed	-0.8%	+5.9%	-6.3%	+10.0%	➖ noise
10	duckdb:duckdb	+5.1%	+5.9%	-0.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-2.9%	+5.9%	-8.3%	+13.9%	➖ noise
10	duckdb:vortex-file-compressed	+1.1%	+5.9%	-4.5%	+10.2%	➖ noise
11	datafusion:vortex-compact	+4.5%	+3.4%	+1.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-2.8%	+3.4%	-6.0%	+12.7%	➖ noise
11	duckdb:duckdb	-4.3%	+3.4%	-7.4%	+17.4%	➖ noise
11	duckdb:vortex-compact	-0.4%	+3.4%	-3.7%	+10.9%	➖ noise
11	duckdb:vortex-file-compressed	+0.4%	+3.4%	-2.9%	+12.6%	➖ noise
12	datafusion:vortex-compact	+12.7%	+0.0%	+12.6%	+19.7%	➖ noise
12	datafusion:vortex-file-compressed	+1.0%	+0.0%	+1.0%	+10.1%	➖ noise
12	duckdb:duckdb	+1.6%	+0.0%	+1.6%	+10.0%	➖ noise
12	duckdb:vortex-compact	-0.9%	+0.0%	-0.9%	+17.2%	➖ noise
12	duckdb:vortex-file-compressed	-1.1%	+0.0%	-1.1%	+10.0%	➖ noise
13	datafusion:vortex-compact	+2.8%	+0.4%	+2.4%	+16.8%	➖ noise
13	datafusion:vortex-file-compressed	+0.9%	+0.4%	+0.5%	+10.0%	➖ noise
13	duckdb:duckdb	+3.8%	+0.4%	+3.3%	+10.0%	➖ noise
13	duckdb:vortex-compact	-5.6%	+0.4%	-6.0%	+12.0%	➖ noise
13	duckdb:vortex-file-compressed	-5.2%	+0.4%	-5.6%	+10.0%	➖ noise
14	datafusion:vortex-compact	-2.2%	-0.7%	-1.5%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.0%	-0.7%	+0.7%	+10.0%	➖ noise
14	duckdb:duckdb	+2.0%	-0.7%	+2.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.5%	-0.7%	+1.2%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-4.9%	-0.7%	-4.2%	+10.0%	➖ noise
15	datafusion:vortex-compact	+0.9%	-0.6%	+1.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.7%	-0.6%	+3.3%	+10.0%	➖ noise
15	duckdb:duckdb	+6.1%	-0.6%	+6.8%	+10.0%	➖ noise
15	duckdb:vortex-compact	-1.3%	-0.6%	-0.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+3.8%	-0.6%	+4.4%	+11.0%	➖ noise
16	datafusion:vortex-compact	+0.1%	-5.2%	+5.6%	+12.0%	➖ noise
16	datafusion:vortex-file-compressed	+4.3%	-5.2%	+10.1%	+10.0%	🚨 regression
16	duckdb:duckdb	+8.1%	-5.2%	+14.1%	+14.3%	➖ noise
16	duckdb:vortex-compact	-0.2%	-5.2%	+5.3%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-2.6%	-5.2%	+2.7%	+10.0%	➖ noise
17	datafusion:vortex-compact	-2.6%	-3.7%	+1.2%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+3.2%	-3.7%	+7.2%	+12.7%	➖ noise
17	duckdb:duckdb	+5.7%	-3.7%	+9.7%	+11.0%	➖ noise
17	duckdb:vortex-compact	+2.8%	-3.7%	+6.8%	+11.9%	➖ noise
17	duckdb:vortex-file-compressed	-1.9%	-3.7%	+1.9%	+10.0%	➖ noise
18	datafusion:vortex-compact	+1.4%	-3.7%	+5.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-3.2%	-3.7%	+0.4%	+10.0%	➖ noise
18	duckdb:duckdb	-1.4%	-3.7%	+2.3%	+10.0%	➖ noise
18	duckdb:vortex-compact	+2.7%	-3.7%	+6.6%	+11.3%	➖ noise
18	duckdb:vortex-file-compressed	+2.1%	-3.7%	+6.0%	+10.6%	➖ noise
19	datafusion:vortex-compact	+1.8%	-1.9%	+3.7%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-1.7%	-1.9%	+0.2%	+10.0%	➖ noise
19	duckdb:duckdb	-2.7%	-1.9%	-0.8%	+10.0%	➖ noise
19	duckdb:vortex-compact	-0.0%	-1.9%	+1.9%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+2.3%	-1.9%	+4.3%	+12.6%	➖ noise
20	datafusion:vortex-compact	-3.0%	+2.1%	-5.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+2.2%	+2.1%	+0.1%	+10.0%	➖ noise
20	duckdb:duckdb	+4.8%	+2.1%	+2.6%	+15.6%	➖ noise
20	duckdb:vortex-compact	+0.7%	+2.1%	-1.4%	+25.0%	➖ noise
20	duckdb:vortex-file-compressed	+5.0%	+2.1%	+2.8%	+13.1%	➖ noise
21	datafusion:vortex-compact	-1.7%	+1.2%	-2.9%	+13.5%	➖ noise
21	datafusion:vortex-file-compressed	+4.7%	+1.2%	+3.4%	+10.0%	➖ noise
21	duckdb:duckdb	+6.0%	+1.2%	+4.8%	+13.3%	➖ noise
21	duckdb:vortex-compact	+3.7%	+1.2%	+2.5%	+18.1%	➖ noise
21	duckdb:vortex-file-compressed	+5.8%	+1.2%	+4.5%	+11.9%	➖ noise
22	datafusion:vortex-compact	+7.3%	+5.9%	+1.3%	+24.1%	➖ noise
22	datafusion:vortex-file-compressed	+8.3%	+5.9%	+2.2%	+32.7%	➖ noise
22	duckdb:duckdb	-7.6%	+5.9%	-12.8%	+15.7%	➖ noise
22	duckdb:vortex-compact	-1.6%	+5.9%	-7.1%	+15.0%	➖ noise
22	duckdb:vortex-file-compressed	+3.0%	+5.9%	-2.7%	+15.8%	➖ noise
23	datafusion:vortex-compact	-2.2%	-3.3%	+1.1%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	-1.7%	-3.3%	+1.6%	+10.0%	➖ noise
23	duckdb:duckdb	-5.8%	-3.3%	-2.6%	+14.1%	➖ noise
23	duckdb:vortex-compact	+3.4%	-3.3%	+6.9%	+11.4%	➖ noise
23	duckdb:vortex-file-compressed	+2.5%	-3.3%	+6.0%	+10.0%	➖ noise
24	datafusion:vortex-compact	-4.9%	-0.4%	-4.6%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-1.1%	-0.4%	-0.7%	+10.0%	➖ noise
24	duckdb:duckdb	+1.4%	-0.4%	+1.7%	+10.9%	➖ noise
24	duckdb:vortex-compact	+0.9%	-0.4%	+1.3%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-1.8%	-0.4%	-1.5%	+12.2%	➖ noise
25	datafusion:vortex-compact	-0.5%	+0.0%	-0.5%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	-0.7%	+0.0%	-0.8%	+12.2%	➖ noise
25	duckdb:duckdb	+4.6%	+0.0%	+4.6%	+10.0%	➖ noise
25	duckdb:vortex-compact	+5.1%	+0.0%	+5.1%	+11.2%	➖ noise
25	duckdb:vortex-file-compressed	-0.2%	+0.0%	-0.2%	+10.0%	➖ noise
26	datafusion:vortex-compact	+0.3%	-0.3%	+0.6%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+1.1%	-0.3%	+1.4%	+10.0%	➖ noise
26	duckdb:duckdb	+1.7%	-0.3%	+2.0%	+11.7%	➖ noise
26	duckdb:vortex-compact	+1.5%	-0.3%	+1.9%	+12.9%	➖ noise
26	duckdb:vortex-file-compressed	+2.2%	-0.3%	+2.6%	+10.8%	➖ noise
27	datafusion:vortex-compact	+1.5%	-0.8%	+2.4%	+11.4%	➖ noise
27	datafusion:vortex-file-compressed	+0.5%	-0.8%	+1.3%	+10.0%	➖ noise
27	duckdb:duckdb	-5.7%	-0.8%	-4.9%	+21.0%	➖ noise
27	duckdb:vortex-compact	+0.9%	-0.8%	+1.8%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-0.1%	-0.8%	+0.7%	+15.1%	➖ noise
28	datafusion:vortex-compact	+3.4%	-1.3%	+4.7%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+2.4%	-1.3%	+3.7%	+11.3%	➖ noise
28	duckdb:duckdb	+0.9%	-1.3%	+2.2%	+10.0%	➖ noise
28	duckdb:vortex-compact	+0.6%	-1.3%	+1.9%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-2.6%	-1.3%	-1.3%	+10.0%	➖ noise
29	datafusion:vortex-compact	+0.9%	-0.2%	+1.1%	+19.0%	➖ noise
29	datafusion:vortex-file-compressed	+1.6%	-0.2%	+1.8%	+13.9%	➖ noise
29	duckdb:duckdb	-0.3%	-0.2%	-0.1%	+12.7%	➖ noise
29	duckdb:vortex-compact	-1.7%	-0.2%	-1.6%	+11.8%	➖ noise
29	duckdb:vortex-file-compressed	+0.6%	-0.2%	+0.8%	+11.5%	➖ noise
30	datafusion:vortex-compact	+4.5%	-4.9%	+9.9%	+17.8%	➖ noise
30	datafusion:vortex-file-compressed	-1.6%	-4.9%	+3.5%	+20.2%	➖ noise
30	duckdb:duckdb	-1.6%	-4.9%	+3.4%	+11.8%	➖ noise
30	duckdb:vortex-compact	+6.8%	-4.9%	+12.3%	+21.5%	➖ noise
30	duckdb:vortex-file-compressed	+1.8%	-4.9%	+7.1%	+11.5%	➖ noise
31	datafusion:vortex-compact	-0.1%	+0.8%	-0.9%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.9%	+0.8%	+1.0%	+10.0%	➖ noise
31	duckdb:duckdb	+0.2%	+0.8%	-0.6%	+11.4%	➖ noise
31	duckdb:vortex-compact	+3.3%	+0.8%	+2.4%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+0.8%	+0.8%	+0.0%	+16.7%	➖ noise
32	datafusion:vortex-compact	+4.3%	-2.0%	+6.4%	+13.7%	➖ noise
32	datafusion:vortex-file-compressed	-0.2%	-2.0%	+1.8%	+21.2%	➖ noise
32	duckdb:duckdb	-2.6%	-2.0%	-0.6%	+20.3%	➖ noise
32	duckdb:vortex-compact	+0.6%	-2.0%	+2.6%	+10.1%	➖ noise
32	duckdb:vortex-file-compressed	+0.6%	-2.0%	+2.7%	+13.2%	➖ noise
33	datafusion:vortex-compact	-1.1%	+0.9%	-2.0%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+5.9%	+0.9%	+5.1%	+10.0%	➖ noise
33	duckdb:duckdb	-2.8%	+0.9%	-3.6%	+11.1%	➖ noise
33	duckdb:vortex-compact	-1.8%	+0.9%	-2.7%	+13.1%	➖ noise
33	duckdb:vortex-file-compressed	-1.5%	+0.9%	-2.4%	+10.0%	➖ noise
34	datafusion:vortex-compact	-3.7%	+0.5%	-4.2%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+5.6%	+0.5%	+5.1%	+10.0%	➖ noise
34	duckdb:duckdb	+4.3%	+0.5%	+3.7%	+10.7%	➖ noise
34	duckdb:vortex-compact	-1.3%	+0.5%	-1.8%	+12.1%	➖ noise
34	duckdb:vortex-file-compressed	-1.4%	+0.5%	-1.9%	+10.0%	➖ noise
35	datafusion:vortex-compact	-2.1%	-1.1%	-1.0%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+2.6%	-1.1%	+3.7%	+10.0%	➖ noise
35	duckdb:duckdb	+0.2%	-1.1%	+1.3%	+15.2%	➖ noise
35	duckdb:vortex-compact	-2.1%	-1.1%	-1.0%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-2.7%	-1.1%	-1.6%	+13.6%	➖ noise
36	datafusion:vortex-compact	+4.1%	-1.5%	+5.7%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.7%	-1.5%	+3.3%	+10.0%	➖ noise
36	duckdb:duckdb	-0.2%	-1.5%	+1.4%	+10.0%	➖ noise
36	duckdb:vortex-compact	+2.9%	-1.5%	+4.5%	+14.1%	➖ noise
36	duckdb:vortex-file-compressed	+3.3%	-1.5%	+4.9%	+10.0%	➖ noise
37	datafusion:vortex-compact	-0.4%	+3.1%	-3.4%	+10.7%	➖ noise
37	datafusion:vortex-file-compressed	+1.9%	+3.1%	-1.1%	+10.0%	➖ noise
37	duckdb:duckdb	+2.4%	+3.1%	-0.7%	+12.7%	➖ noise
37	duckdb:vortex-compact	+7.0%	+3.1%	+3.8%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-2.1%	+3.1%	-5.0%	+10.0%	➖ noise
38	datafusion:vortex-compact	+4.0%	+1.8%	+2.2%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+0.2%	+1.8%	-1.6%	+13.5%	➖ noise
38	duckdb:duckdb	+3.4%	+1.8%	+1.5%	+14.1%	➖ noise
38	duckdb:vortex-compact	-4.1%	+1.8%	-5.8%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-2.4%	+1.8%	-4.1%	+17.2%	➖ noise
39	datafusion:vortex-compact	+2.4%	-0.4%	+2.9%	+11.9%	➖ noise
39	datafusion:vortex-file-compressed	+0.3%	-0.4%	+0.7%	+10.0%	➖ noise
39	duckdb:duckdb	-8.8%	-0.4%	-8.4%	+19.5%	➖ noise
39	duckdb:vortex-compact	-2.1%	-0.4%	-1.6%	+10.0%	➖ noise
39	duckdb:vortex-file-compressed	-2.3%	-0.4%	-1.9%	+15.6%	➖ noise
40	datafusion:vortex-compact	-1.7%	-8.6%	+7.6%	+16.0%	➖ noise
40	datafusion:vortex-file-compressed	+0.4%	-8.6%	+9.9%	+10.0%	➖ noise
40	duckdb:duckdb	+8.3%	-8.6%	+18.5%	+14.7%	🚨 regression
40	duckdb:vortex-compact	+6.4%	-8.6%	+16.5%	+13.3%	🚨 regression
40	duckdb:vortex-file-compressed	-2.4%	-8.6%	+6.9%	+16.2%	➖ noise
41	datafusion:vortex-compact	-3.1%	+1.9%	-4.9%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	+6.6%	+1.9%	+4.6%	+16.6%	➖ noise
41	duckdb:duckdb	+3.1%	+1.9%	+1.2%	+13.2%	➖ noise
41	duckdb:vortex-compact	+4.8%	+1.9%	+2.9%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+0.8%	+1.9%	-1.1%	+10.0%	➖ noise
42	datafusion:vortex-compact	+2.9%	-0.2%	+3.1%	+11.7%	➖ noise
42	datafusion:vortex-file-compressed	+7.3%	-0.2%	+7.5%	+10.2%	➖ noise
42	duckdb:duckdb	+5.7%	-0.2%	+5.8%	+12.5%	➖ noise
42	duckdb:vortex-compact	-2.0%	-0.2%	-1.9%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-4.6%	-0.2%	-4.4%	+10.0%	➖ noise
43	datafusion:vortex-compact	+0.6%	-0.7%	+1.3%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+5.1%	-0.7%	+5.8%	+10.0%	➖ noise
43	duckdb:duckdb	+0.2%	-0.7%	+0.9%	+10.6%	➖ noise
43	duckdb:vortex-compact	-4.2%	-0.7%	-3.6%	+12.8%	➖ noise
43	duckdb:vortex-file-compressed	+2.4%	-0.7%	+3.0%	+10.0%	➖ noise
44	datafusion:vortex-compact	-1.0%	-0.1%	-1.0%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+1.4%	-0.1%	+1.5%	+14.2%	➖ noise
44	duckdb:duckdb	+4.9%	-0.1%	+4.9%	+10.0%	➖ noise
44	duckdb:vortex-compact	-2.8%	-0.1%	-2.8%	+14.0%	➖ noise
44	duckdb:vortex-file-compressed	+3.1%	-0.1%	+3.2%	+10.0%	➖ noise
45	datafusion:vortex-compact	+6.3%	+0.6%	+5.7%	+14.4%	➖ noise
45	datafusion:vortex-file-compressed	+4.4%	+0.6%	+3.8%	+10.0%	➖ noise
45	duckdb:duckdb	+1.6%	+0.6%	+1.0%	+13.2%	➖ noise
45	duckdb:vortex-compact	-4.6%	+0.6%	-5.2%	+12.9%	➖ noise
45	duckdb:vortex-file-compressed	-6.0%	+0.6%	-6.5%	+10.0%	➖ noise
46	datafusion:vortex-compact	+1.2%	-3.1%	+4.5%	+17.6%	➖ noise
46	datafusion:vortex-file-compressed	-2.1%	-3.1%	+1.0%	+10.0%	➖ noise
46	duckdb:duckdb	+0.1%	-3.1%	+3.3%	+10.0%	➖ noise
46	duckdb:vortex-compact	+1.8%	-3.1%	+5.0%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-2.0%	-3.1%	+1.1%	+10.0%	➖ noise
47	datafusion:vortex-compact	+1.5%	+0.2%	+1.3%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	-0.0%	+0.2%	-0.2%	+10.0%	➖ noise
47	duckdb:duckdb	-1.4%	+0.2%	-1.7%	+14.8%	➖ noise
47	duckdb:vortex-compact	-1.8%	+0.2%	-2.0%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-4.4%	+0.2%	-4.6%	+10.0%	➖ noise
48	datafusion:vortex-compact	-12.0%	+0.3%	-12.2%	+18.5%	➖ noise
48	datafusion:vortex-file-compressed	-0.5%	+0.3%	-0.8%	+10.0%	➖ noise
48	duckdb:duckdb	-6.1%	+0.3%	-6.3%	+10.0%	➖ noise
48	duckdb:vortex-compact	+0.2%	+0.3%	-0.1%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-2.6%	+0.3%	-2.9%	+10.0%	➖ noise
49	datafusion:vortex-compact	+1.0%	-4.8%	+6.1%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+4.1%	-4.8%	+9.3%	+10.0%	➖ noise
49	duckdb:duckdb	-0.8%	-4.8%	+4.1%	+17.3%	➖ noise
49	duckdb:vortex-compact	-0.8%	-4.8%	+4.2%	+20.3%	➖ noise
49	duckdb:vortex-file-compressed	+10.5%	-4.8%	+16.1%	+26.0%	➖ noise
50	datafusion:vortex-compact	+1.2%	-1.5%	+2.7%	+11.6%	➖ noise
50	datafusion:vortex-file-compressed	+2.3%	-1.5%	+3.9%	+11.6%	➖ noise
50	duckdb:duckdb	+1.8%	-1.5%	+3.4%	+14.4%	➖ noise
50	duckdb:vortex-compact	+0.7%	-1.5%	+2.3%	+11.9%	➖ noise
50	duckdb:vortex-file-compressed	+0.9%	-1.5%	+2.4%	+10.0%	➖ noise
51	datafusion:vortex-compact	+3.1%	-0.6%	+3.7%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	-0.8%	-0.6%	-0.2%	+10.0%	➖ noise
51	duckdb:duckdb	+1.0%	-0.6%	+1.6%	+10.0%	➖ noise
51	duckdb:vortex-compact	-2.0%	-0.6%	-1.4%	+12.3%	➖ noise
51	duckdb:vortex-file-compressed	-1.3%	-0.6%	-0.8%	+10.0%	➖ noise
52	datafusion:vortex-compact	+2.7%	-2.2%	+5.1%	+11.4%	➖ noise
52	datafusion:vortex-file-compressed	+2.2%	-2.2%	+4.5%	+10.0%	➖ noise
52	duckdb:duckdb	-2.5%	-2.2%	-0.3%	+15.0%	➖ noise
52	duckdb:vortex-compact	-0.5%	-2.2%	+1.8%	+17.0%	➖ noise
52	duckdb:vortex-file-compressed	+1.8%	-2.2%	+4.2%	+12.6%	➖ noise
53	datafusion:vortex-compact	+0.3%	+0.3%	-0.1%	+14.9%	➖ noise
53	datafusion:vortex-file-compressed	+1.8%	+0.3%	+1.5%	+16.5%	➖ noise
53	duckdb:duckdb	-1.1%	+0.3%	-1.4%	+15.5%	➖ noise
53	duckdb:vortex-compact	-0.9%	+0.3%	-1.2%	+14.2%	➖ noise
53	duckdb:vortex-file-compressed	+0.2%	+0.3%	-0.1%	+14.9%	➖ noise
54	datafusion:vortex-compact	-0.3%	-0.0%	-0.2%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+0.9%	-0.0%	+1.0%	+10.0%	➖ noise
54	duckdb:duckdb	-2.2%	-0.0%	-2.2%	+10.7%	➖ noise
54	duckdb:vortex-compact	-0.3%	-0.0%	-0.2%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	-1.8%	-0.0%	-1.8%	+10.0%	➖ noise
55	datafusion:vortex-compact	+5.3%	-0.7%	+6.0%	+12.0%	➖ noise
55	datafusion:vortex-file-compressed	+9.8%	-0.7%	+10.5%	+10.0%	🚨 regression
55	duckdb:duckdb	+0.7%	-0.7%	+1.3%	+16.5%	➖ noise
55	duckdb:vortex-compact	-0.7%	-0.7%	-0.1%	+10.0%	➖ noise
55	duckdb:vortex-file-compressed	-2.2%	-0.7%	-1.5%	+10.0%	➖ noise
56	datafusion:vortex-compact	-0.5%	-2.9%	+2.5%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+3.7%	-2.9%	+6.9%	+12.8%	➖ noise
56	duckdb:duckdb	-1.0%	-2.9%	+2.0%	+10.0%	➖ noise
56	duckdb:vortex-compact	-5.6%	-2.9%	-2.7%	+11.0%	➖ noise
56	duckdb:vortex-file-compressed	-1.5%	-2.9%	+1.5%	+16.2%	➖ noise
57	datafusion:vortex-compact	-3.6%	+2.7%	-6.2%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	-0.8%	+2.7%	-3.5%	+10.0%	➖ noise
57	duckdb:duckdb	-1.2%	+2.7%	-3.8%	+10.0%	➖ noise
57	duckdb:vortex-compact	-0.3%	+2.7%	-3.0%	+10.0%	➖ noise
57	duckdb:vortex-file-compressed	+1.4%	+2.7%	-1.3%	+12.3%	➖ noise
58	datafusion:vortex-compact	-0.3%	+0.3%	-0.6%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	-5.4%	+0.3%	-5.7%	+11.4%	➖ noise
58	duckdb:duckdb	+2.1%	+0.3%	+1.7%	+15.8%	➖ noise
58	duckdb:vortex-compact	+0.9%	+0.3%	+0.6%	+13.4%	➖ noise
58	duckdb:vortex-file-compressed	-3.5%	+0.3%	-3.8%	+10.0%	➖ noise
59	datafusion:vortex-compact	+1.3%	+0.4%	+0.9%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+2.9%	+0.4%	+2.6%	+10.0%	➖ noise
59	duckdb:duckdb	-2.3%	+0.4%	-2.7%	+10.0%	➖ noise
59	duckdb:vortex-compact	+3.3%	+0.4%	+2.9%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-3.4%	+0.4%	-3.8%	+10.0%	➖ noise
60	datafusion:vortex-compact	-1.1%	-0.6%	-0.5%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	-3.0%	-0.6%	-2.4%	+10.4%	➖ noise
60	duckdb:duckdb	+2.2%	-0.6%	+2.8%	+10.0%	➖ noise
60	duckdb:vortex-compact	+4.0%	-0.6%	+4.7%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	-2.8%	-0.6%	-2.2%	+13.4%	➖ noise
61	datafusion:vortex-compact	-2.1%	+2.3%	-4.3%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-3.0%	+2.3%	-5.1%	+10.0%	➖ noise
61	duckdb:duckdb	-3.4%	+2.3%	-5.5%	+10.2%	➖ noise
61	duckdb:vortex-compact	+3.0%	+2.3%	+0.7%	+10.3%	➖ noise
61	duckdb:vortex-file-compressed	+20.2%	+2.3%	+17.6%	+19.2%	➖ noise
62	datafusion:vortex-compact	+17.6%	+8.9%	+8.0%	+24.6%	➖ noise
62	datafusion:vortex-file-compressed	-4.1%	+8.9%	-12.0%	+19.4%	➖ noise
62	duckdb:duckdb	+6.1%	+8.9%	-2.5%	+16.8%	➖ noise
62	duckdb:vortex-compact	+1.4%	+8.9%	-6.9%	+23.1%	➖ noise
62	duckdb:vortex-file-compressed	+7.7%	+8.9%	-1.1%	+25.6%	➖ noise
63	datafusion:vortex-compact	+0.0%	+0.9%	-0.9%	+20.6%	➖ noise
63	datafusion:vortex-file-compressed	-4.2%	+0.9%	-5.1%	+11.0%	➖ noise
63	duckdb:duckdb	+1.6%	+0.9%	+0.7%	+12.0%	➖ noise
63	duckdb:vortex-compact	+1.6%	+0.9%	+0.7%	+10.2%	➖ noise
63	duckdb:vortex-file-compressed	-4.4%	+0.9%	-5.3%	+10.0%	➖ noise
64	datafusion:vortex-compact	+0.2%	-0.2%	+0.3%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-2.3%	-0.2%	-2.1%	+10.0%	➖ noise
64	duckdb:duckdb	+1.8%	-0.2%	+1.9%	+10.0%	➖ noise
64	duckdb:vortex-compact	-0.8%	-0.2%	-0.6%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-0.7%	-0.2%	-0.6%	+10.0%	➖ noise
65	datafusion:vortex-compact	+2.0%	+0.4%	+1.6%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+0.1%	+0.4%	-0.3%	+13.1%	➖ noise
65	duckdb:duckdb	+1.1%	+0.4%	+0.7%	+15.3%	➖ noise
65	duckdb:vortex-compact	-0.9%	+0.4%	-1.3%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+0.9%	+0.4%	+0.5%	+10.0%	➖ noise
66	datafusion:vortex-compact	+5.0%	+0.9%	+4.0%	+15.9%	➖ noise
66	datafusion:vortex-file-compressed	+2.1%	+0.9%	+1.1%	+11.3%	➖ noise
66	duckdb:duckdb	+1.0%	+0.9%	+0.0%	+10.0%	➖ noise
66	duckdb:vortex-compact	+1.3%	+0.9%	+0.4%	+11.3%	➖ noise
66	duckdb:vortex-file-compressed	-4.2%	+0.9%	-5.1%	+10.3%	➖ noise
67	datafusion:vortex-compact	+2.9%	+0.2%	+2.7%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-1.4%	+0.2%	-1.5%	+10.0%	➖ noise
67	duckdb:duckdb	-2.2%	+0.2%	-2.4%	+10.0%	➖ noise
67	duckdb:vortex-compact	-2.9%	+0.2%	-3.1%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+0.1%	+0.2%	-0.1%	+10.0%	➖ noise
68	datafusion:vortex-compact	+8.6%	-2.1%	+11.0%	+20.4%	➖ noise
68	datafusion:vortex-file-compressed	-2.3%	-2.1%	-0.2%	+10.0%	➖ noise
68	duckdb:duckdb	-2.0%	-2.1%	+0.2%	+10.0%	➖ noise
68	duckdb:vortex-compact	-3.5%	-2.1%	-1.4%	+13.8%	➖ noise
68	duckdb:vortex-file-compressed	-1.8%	-2.1%	+0.4%	+10.0%	➖ noise
69	datafusion:vortex-compact	+0.3%	-0.8%	+1.1%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-2.0%	-0.8%	-1.2%	+10.0%	➖ noise
69	duckdb:duckdb	+1.0%	-0.8%	+1.8%	+14.1%	➖ noise
69	duckdb:vortex-compact	+1.7%	-0.8%	+2.5%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	-1.1%	-0.8%	-0.3%	+14.1%	➖ noise
70	datafusion:vortex-compact	-0.0%	-0.7%	+0.7%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	-2.5%	-0.7%	-1.8%	+10.0%	➖ noise
70	duckdb:duckdb	-0.1%	-0.7%	+0.6%	+13.2%	➖ noise
70	duckdb:vortex-compact	-4.3%	-0.7%	-3.6%	+10.2%	➖ noise
70	duckdb:vortex-file-compressed	+5.0%	-0.7%	+5.7%	+10.0%	➖ noise
71	datafusion:vortex-compact	-1.3%	+0.1%	-1.5%	+10.9%	➖ noise
71	datafusion:vortex-file-compressed	+4.3%	+0.1%	+4.2%	+11.0%	➖ noise
71	duckdb:duckdb	+0.3%	+0.1%	+0.2%	+14.0%	➖ noise
71	duckdb:vortex-compact	+0.5%	+0.1%	+0.4%	+12.1%	➖ noise
71	duckdb:vortex-file-compressed	+0.6%	+0.1%	+0.4%	+10.0%	➖ noise
72	datafusion:vortex-compact	-0.8%	-0.6%	-0.2%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+0.1%	-0.6%	+0.6%	+10.0%	➖ noise
72	duckdb:duckdb	-2.9%	-0.6%	-2.3%	+12.2%	➖ noise
72	duckdb:vortex-compact	-0.2%	-0.6%	+0.4%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-1.8%	-0.6%	-1.2%	+10.0%	➖ noise
73	datafusion:vortex-compact	+0.8%	+0.8%	+0.0%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	-3.4%	+0.8%	-4.1%	+15.8%	➖ noise
73	duckdb:duckdb	-1.1%	+0.8%	-1.8%	+11.4%	➖ noise
73	duckdb:vortex-compact	-2.9%	+0.8%	-3.6%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+2.1%	+0.8%	+1.4%	+10.0%	➖ noise
74	datafusion:vortex-compact	+2.9%	-0.3%	+3.2%	+22.0%	➖ noise
74	datafusion:vortex-file-compressed	-1.0%	-0.3%	-0.7%	+14.9%	➖ noise
74	duckdb:duckdb	-3.9%	-0.3%	-3.6%	+10.0%	➖ noise
74	duckdb:vortex-compact	-1.5%	-0.3%	-1.2%	+28.8%	➖ noise
74	duckdb:vortex-file-compressed	+3.8%	-0.3%	+4.1%	+23.9%	➖ noise
75	datafusion:vortex-compact	+0.6%	+2.3%	-1.6%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+0.1%	+2.3%	-2.1%	+10.0%	➖ noise
75	duckdb:duckdb	+1.9%	+2.3%	-0.3%	+12.9%	➖ noise
75	duckdb:vortex-compact	-1.9%	+2.3%	-4.1%	+13.7%	➖ noise
75	duckdb:vortex-file-compressed	+5.7%	+2.3%	+3.4%	+13.2%	➖ noise
76	datafusion:vortex-compact	-2.8%	-1.0%	-1.8%	+26.8%	➖ noise
76	datafusion:vortex-file-compressed	+0.9%	-1.0%	+1.9%	+10.0%	➖ noise
76	duckdb:duckdb	+5.7%	-1.0%	+6.8%	+20.3%	➖ noise
76	duckdb:vortex-compact	+1.6%	-1.0%	+2.7%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-0.7%	-1.0%	+0.3%	+10.0%	➖ noise
77	datafusion:vortex-compact	-0.9%	+0.5%	-1.3%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	+5.4%	+0.5%	+4.9%	+16.4%	➖ noise
77	duckdb:duckdb	-6.2%	+0.5%	-6.6%	+11.3%	➖ noise
77	duckdb:vortex-compact	-2.2%	+0.5%	-2.7%	+10.1%	➖ noise
77	duckdb:vortex-file-compressed	-8.5%	+0.5%	-8.9%	+17.8%	➖ noise
78	datafusion:vortex-compact	+0.3%	-0.8%	+1.1%	+11.4%	➖ noise
78	datafusion:vortex-file-compressed	+0.2%	-0.8%	+1.1%	+10.0%	➖ noise
78	duckdb:duckdb	-0.8%	-0.8%	+0.1%	+11.5%	➖ noise
78	duckdb:vortex-compact	-3.0%	-0.8%	-2.2%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-0.6%	-0.8%	+0.2%	+10.1%	➖ noise
79	datafusion:vortex-compact	-0.0%	+2.2%	-2.2%	+14.6%	➖ noise
79	datafusion:vortex-file-compressed	-0.2%	+2.2%	-2.4%	+10.0%	➖ noise
79	duckdb:duckdb	-1.5%	+2.2%	-3.6%	+10.0%	➖ noise
79	duckdb:vortex-compact	-3.2%	+2.2%	-5.4%	+10.1%	➖ noise
79	duckdb:vortex-file-compressed	-0.1%	+2.2%	-2.3%	+10.0%	➖ noise
80	datafusion:vortex-compact	-0.3%	-2.2%	+2.0%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	-1.3%	-2.2%	+0.9%	+10.0%	➖ noise
80	duckdb:duckdb	-3.7%	-2.2%	-1.5%	+16.4%	➖ noise
80	duckdb:vortex-compact	-3.4%	-2.2%	-1.2%	+12.1%	➖ noise
80	duckdb:vortex-file-compressed	+5.0%	-2.2%	+7.3%	+22.3%	➖ noise
81	datafusion:vortex-compact	+1.1%	-6.3%	+7.8%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	-5.7%	-6.3%	+0.7%	+10.9%	➖ noise
81	duckdb:duckdb	-0.1%	-6.3%	+6.6%	+10.2%	➖ noise
81	duckdb:vortex-compact	+2.5%	-6.3%	+9.3%	+12.9%	➖ noise
81	duckdb:vortex-file-compressed	-2.7%	-6.3%	+3.8%	+10.8%	➖ noise
82	datafusion:vortex-compact	+1.3%	-1.0%	+2.3%	+11.6%	➖ noise
82	datafusion:vortex-file-compressed	-0.3%	-1.0%	+0.7%	+10.0%	➖ noise
82	duckdb:duckdb	+3.2%	-1.0%	+4.2%	+12.7%	➖ noise
82	duckdb:vortex-compact	+6.5%	-1.0%	+7.6%	+13.1%	➖ noise
82	duckdb:vortex-file-compressed	-0.2%	-1.0%	+0.8%	+12.7%	➖ noise
83	datafusion:vortex-compact	-1.3%	+1.0%	-2.3%	+10.9%	➖ noise
83	datafusion:vortex-file-compressed	-0.2%	+1.0%	-1.2%	+10.0%	➖ noise
83	duckdb:duckdb	-4.1%	+1.0%	-5.1%	+11.6%	➖ noise
83	duckdb:vortex-compact	+0.6%	+1.0%	-0.4%	+11.5%	➖ noise
83	duckdb:vortex-file-compressed	-0.1%	+1.0%	-1.1%	+11.2%	➖ noise
84	datafusion:vortex-compact	-6.9%	+0.2%	-7.2%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	-0.3%	+0.2%	-0.5%	+10.0%	➖ noise
84	duckdb:duckdb	-2.5%	+0.2%	-2.7%	+10.0%	➖ noise
84	duckdb:vortex-compact	-2.9%	+0.2%	-3.1%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	-1.3%	+0.2%	-1.5%	+10.0%	➖ noise
85	datafusion:vortex-compact	+3.4%	+0.0%	+3.3%	+12.2%	➖ noise
85	datafusion:vortex-file-compressed	-0.9%	+0.0%	-0.9%	+10.0%	➖ noise
85	duckdb:duckdb	+6.0%	+0.0%	+6.0%	+10.0%	➖ noise
85	duckdb:vortex-compact	-6.2%	+0.0%	-6.3%	+10.4%	➖ noise
85	duckdb:vortex-file-compressed	-3.9%	+0.0%	-3.9%	+17.7%	➖ noise
86	datafusion:vortex-compact	+10.4%	+4.6%	+5.5%	+16.6%	➖ noise
86	datafusion:vortex-file-compressed	-4.9%	+4.6%	-9.1%	+16.6%	➖ noise
86	duckdb:duckdb	+11.0%	+4.6%	+6.1%	+15.8%	➖ noise
86	duckdb:vortex-compact	-3.3%	+4.6%	-7.6%	+22.7%	➖ noise
86	duckdb:vortex-file-compressed	+6.4%	+4.6%	+1.7%	+15.5%	➖ noise
87	datafusion:vortex-compact	+1.0%	-2.4%	+3.5%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+0.2%	-2.4%	+2.7%	+10.0%	➖ noise
87	duckdb:duckdb	-2.7%	-2.4%	-0.3%	+14.3%	➖ noise
87	duckdb:vortex-compact	-0.8%	-2.4%	+1.7%	+10.8%	➖ noise
87	duckdb:vortex-file-compressed	-5.5%	-2.4%	-3.2%	+10.0%	➖ noise
88	datafusion:vortex-compact	-0.8%	+0.7%	-1.5%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+0.0%	+0.7%	-0.7%	+11.2%	➖ noise
88	duckdb:duckdb	+1.4%	+0.7%	+0.7%	+10.0%	➖ noise
88	duckdb:vortex-compact	-0.4%	+0.7%	-1.1%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	-0.5%	+0.7%	-1.2%	+10.0%	➖ noise
89	datafusion:vortex-compact	+0.6%	-1.1%	+1.8%	+19.5%	➖ noise
89	datafusion:vortex-file-compressed	+2.5%	-1.1%	+3.7%	+26.3%	➖ noise
89	duckdb:duckdb	+3.2%	-1.1%	+4.4%	+10.7%	➖ noise
89	duckdb:vortex-compact	+0.1%	-1.1%	+1.2%	+12.7%	➖ noise
89	duckdb:vortex-file-compressed	+2.2%	-1.1%	+3.3%	+19.9%	➖ noise
90	datafusion:vortex-compact	-1.9%	+2.8%	-4.5%	+12.0%	➖ noise
90	datafusion:vortex-file-compressed	+4.5%	+2.8%	+1.7%	+10.0%	➖ noise
90	duckdb:duckdb	+2.5%	+2.8%	-0.3%	+15.5%	➖ noise
90	duckdb:vortex-compact	+6.6%	+2.8%	+3.6%	+13.2%	➖ noise
90	duckdb:vortex-file-compressed	+1.5%	+2.8%	-1.2%	+10.0%	➖ noise
91	datafusion:vortex-compact	-3.4%	+1.5%	-4.8%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+1.8%	+1.5%	+0.3%	+10.0%	➖ noise
91	duckdb:duckdb	-4.0%	+1.5%	-5.4%	+10.0%	➖ noise
91	duckdb:vortex-compact	-4.7%	+1.5%	-6.1%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	-2.1%	+1.5%	-3.5%	+10.0%	➖ noise
92	datafusion:vortex-compact	+2.1%	-2.0%	+4.2%	+16.4%	➖ noise
92	datafusion:vortex-file-compressed	-2.0%	-2.0%	-0.0%	+10.0%	➖ noise
92	duckdb:duckdb	-5.6%	-2.0%	-3.6%	+13.3%	➖ noise
92	duckdb:vortex-compact	-0.1%	-2.0%	+1.9%	+25.8%	➖ noise
92	duckdb:vortex-file-compressed	+10.8%	-2.0%	+13.1%	+17.5%	➖ noise
93	datafusion:vortex-compact	-2.1%	-0.5%	-1.6%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-2.8%	-0.5%	-2.3%	+10.0%	➖ noise
93	duckdb:duckdb	-1.1%	-0.5%	-0.6%	+14.2%	➖ noise
93	duckdb:vortex-compact	-1.9%	-0.5%	-1.4%	+14.0%	➖ noise
93	duckdb:vortex-file-compressed	-9.6%	-0.5%	-9.2%	+10.0%	✅ faster
94	datafusion:vortex-compact	-5.6%	-2.4%	-3.3%	+17.6%	➖ noise
94	datafusion:vortex-file-compressed	-1.4%	-2.4%	+1.0%	+14.6%	➖ noise
94	duckdb:duckdb	-6.9%	-2.4%	-4.6%	+15.4%	➖ noise
94	duckdb:vortex-compact	-7.7%	-2.4%	-5.4%	+14.1%	➖ noise
94	duckdb:vortex-file-compressed	+3.4%	-2.4%	+5.9%	+18.9%	➖ noise
95	datafusion:vortex-compact	+2.6%	-1.8%	+4.6%	+13.6%	➖ noise
95	datafusion:vortex-file-compressed	+2.1%	-1.8%	+4.0%	+10.4%	➖ noise
95	duckdb:duckdb	-15.1%	-1.8%	-13.5%	+13.7%	✅ faster
95	duckdb:vortex-compact	+1.9%	-1.8%	+3.8%	+18.4%	➖ noise
95	duckdb:vortex-file-compressed	-4.5%	-1.8%	-2.7%	+21.1%	➖ noise
96	datafusion:vortex-compact	-0.3%	+0.8%	-1.1%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	-2.4%	+0.8%	-3.2%	+18.5%	➖ noise
96	duckdb:duckdb	+7.4%	+0.8%	+6.5%	+17.6%	➖ noise
96	duckdb:vortex-compact	-2.7%	+0.8%	-3.5%	+14.4%	➖ noise
96	duckdb:vortex-file-compressed	-8.0%	+0.8%	-8.7%	+22.4%	➖ noise
97	datafusion:vortex-compact	+2.3%	+1.6%	+0.7%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-5.5%	+1.6%	-7.0%	+11.6%	➖ noise
97	duckdb:duckdb	-4.8%	+1.6%	-6.3%	+12.6%	➖ noise
97	duckdb:vortex-compact	-4.2%	+1.6%	-5.7%	+13.9%	➖ noise
97	duckdb:vortex-file-compressed	-1.5%	+1.6%	-3.1%	+11.7%	➖ noise
98	datafusion:vortex-compact	+0.2%	-4.9%	+5.4%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	-4.3%	-4.9%	+0.6%	+10.0%	➖ noise
98	duckdb:duckdb	-1.8%	-4.9%	+3.3%	+16.6%	➖ noise
98	duckdb:vortex-compact	-0.9%	-4.9%	+4.2%	+16.2%	➖ noise
98	duckdb:vortex-file-compressed	-1.2%	-4.9%	+3.9%	+10.0%	➖ noise
99	datafusion:vortex-compact	+2.6%	+2.5%	+0.1%	+24.9%	➖ noise
99	datafusion:vortex-file-compressed	-0.6%	+2.5%	-3.0%	+21.9%	➖ noise
99	duckdb:duckdb	+3.3%	+2.5%	+0.8%	+44.6%	➖ noise
99	duckdb:vortex-compact	-0.2%	+2.5%	-2.6%	+16.1%	➖ noise
99	duckdb:vortex-file-compressed	+0.0%	+2.5%	-2.4%	+15.2%	➖ noise

github-actions · 2026-05-14T20:46:11Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-05-14T20:48:24Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.6%
Vortex (geomean): 1.037x ➖
Parquet (geomean): 1.042x ➖
Shifts: Parquet (control) +4.2% · Median polish +0.6%

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

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	53628708	34478655	1.56
fineweb_q01/datafusion:vortex-file-compressed	591863213	626017259	0.95
fineweb_q02/datafusion:vortex-file-compressed	547629784	552400553	0.99
fineweb_q03/datafusion:vortex-file-compressed	1398432377	1387296344	1.01
fineweb_q04/datafusion:vortex-file-compressed	1361135981	1366875768	1.00
fineweb_q05/datafusion:vortex-file-compressed	1351262093	1381913345	0.98
fineweb_q06/datafusion:vortex-file-compressed	1449582796	1528952008	0.95
fineweb_q07/datafusion:vortex-file-compressed	1370645286	1393870644	0.98
fineweb_q08/datafusion:vortex-file-compressed	523762192	520093681	1.01

datafusion / vortex-compact (1.070x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	34872874	33018553	1.06
fineweb_q01/datafusion:vortex-compact 🚨	623641699	469024508	1.33
fineweb_q02/datafusion:vortex-compact	595341059	521602042	1.14
fineweb_q03/datafusion:vortex-compact	1382629873	1326208465	1.04
fineweb_q04/datafusion:vortex-compact	1572345141	1569547678	1.00
fineweb_q05/datafusion:vortex-compact	1386108898	1372220954	1.01
fineweb_q06/datafusion:vortex-compact	1312432754	1260931642	1.04
fineweb_q07/datafusion:vortex-compact	1291118721	1201894034	1.07
fineweb_q08/datafusion:vortex-compact	423471743	434285174	0.98

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

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1233268165	1059804552	1.16
fineweb_q01/datafusion:parquet	1879837856	2115632510	0.89
fineweb_q02/datafusion:parquet	1927610200	1784390832	1.08
fineweb_q03/datafusion:parquet	1927927286	1857461190	1.04
fineweb_q04/datafusion:parquet	2293008997	1819995639	1.26
fineweb_q05/datafusion:parquet	2028052489	1972449849	1.03
fineweb_q06/datafusion:parquet	1845676575	1858980037	0.99
fineweb_q07/datafusion:parquet	2111145943	1831236338	1.15
fineweb_q08/datafusion:parquet	2048780777	2007048281	1.02

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

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	93255567	85883476	1.09
fineweb_q01/duckdb:vortex-file-compressed	595473546	690215412	0.86
fineweb_q02/duckdb:vortex-file-compressed	559185849	588045868	0.95
fineweb_q03/duckdb:vortex-file-compressed	1571646268	1445086219	1.09
fineweb_q04/duckdb:vortex-file-compressed	1620768630	1580837836	1.03
fineweb_q05/duckdb:vortex-file-compressed	1482536789	1524368702	0.97
fineweb_q06/duckdb:vortex-file-compressed	1801362481	1676137942	1.07
fineweb_q07/duckdb:vortex-file-compressed	1564161393	1563554169	1.00
fineweb_q08/duckdb:vortex-file-compressed	684333457	674618751	1.01

duckdb / vortex-compact (1.038x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	91426040	62162607	1.47
fineweb_q01/duckdb:vortex-compact	603255641	561585683	1.07
fineweb_q02/duckdb:vortex-compact	565816894	585908772	0.97
fineweb_q03/duckdb:vortex-compact	1731025897	1678600935	1.03
fineweb_q04/duckdb:vortex-compact	1755724437	1720983183	1.02
fineweb_q05/duckdb:vortex-compact	1586207088	1491626516	1.06
fineweb_q06/duckdb:vortex-compact	1445806067	1608768976	0.90
fineweb_q07/duckdb:vortex-compact	1503389048	1375058463	1.09
fineweb_q08/duckdb:vortex-compact	522912546	627919436	0.83

duckdb / parquet (1.021x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1231453324	1118903851	1.10
fineweb_q01/duckdb:parquet	1479791400	1559060978	0.95
fineweb_q02/duckdb:parquet	1290829220	1392210613	0.93
fineweb_q03/duckdb:parquet	3542187092	3850493781	0.92
fineweb_q04/duckdb:parquet	2052557688	1869562254	1.10
fineweb_q05/duckdb:parquet	2344709650	2069387956	1.13
fineweb_q06/duckdb:parquet	4436779856	4262176171	1.04
fineweb_q07/duckdb:parquet	2670553934	2624637418	1.02
fineweb_q08/duckdb:parquet	1170014245	1139939370	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+5.6%	+13.2%	-6.7%	+277.1%	➖ noise
0	datafusion:vortex-file-compressed	+55.5%	+13.2%	+37.4%	+155.9%	➖ noise
0	duckdb:vortex-compact	+47.1%	+13.2%	+30.0%	+46.1%	➖ noise
0	duckdb:vortex-file-compressed	+8.6%	+13.2%	-4.1%	+51.9%	➖ noise
1	datafusion:vortex-compact	+33.0%	-8.2%	+44.8%	+64.1%	➖ noise
1	datafusion:vortex-file-compressed	-5.5%	-8.2%	+2.9%	+72.0%	➖ noise
1	duckdb:vortex-compact	+7.4%	-8.2%	+17.0%	+31.0%	➖ noise
1	duckdb:vortex-file-compressed	-13.7%	-8.2%	-6.1%	+37.2%	➖ noise
2	datafusion:vortex-compact	+14.1%	+0.1%	+14.0%	+34.5%	➖ noise
2	datafusion:vortex-file-compressed	-0.9%	+0.1%	-0.9%	+30.0%	➖ noise
2	duckdb:vortex-compact	-3.4%	+0.1%	-3.5%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-4.9%	+0.1%	-5.0%	+57.7%	➖ noise
3	datafusion:vortex-compact	+4.3%	-2.3%	+6.7%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.8%	-2.3%	+3.2%	+30.0%	➖ noise
3	duckdb:vortex-compact	+3.1%	-2.3%	+5.5%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+8.8%	-2.3%	+11.3%	+30.0%	➖ noise
4	datafusion:vortex-compact	+0.2%	+17.6%	-14.8%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.4%	+17.6%	-15.3%	+30.0%	➖ noise
4	duckdb:vortex-compact	+2.0%	+17.6%	-13.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.5%	+17.6%	-12.8%	+30.0%	➖ noise
5	datafusion:vortex-compact	+1.0%	+7.9%	-6.4%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.2%	+7.9%	-9.4%	+30.0%	➖ noise
5	duckdb:vortex-compact	+6.3%	+7.9%	-1.5%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.7%	+7.9%	-9.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	+4.1%	+1.7%	+2.4%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-5.2%	+1.7%	-6.7%	+30.0%	➖ noise
6	duckdb:vortex-compact	-10.1%	+1.7%	-11.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.5%	+1.7%	+5.7%	+30.0%	➖ noise
7	datafusion:vortex-compact	+7.4%	+8.3%	-0.8%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.7%	+8.3%	-9.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	+9.3%	+8.3%	+0.9%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.0%	+8.3%	-7.6%	+30.0%	➖ noise
8	datafusion:vortex-compact	-2.5%	+2.4%	-4.7%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.7%	+2.4%	-1.6%	+30.0%	➖ noise
8	duckdb:vortex-compact	-16.7%	+2.4%	-18.6%	+42.6%	➖ noise
8	duckdb:vortex-file-compressed	+1.4%	+2.4%	-0.9%	+48.1%	➖ noise

github-actions · 2026-05-14T20:50:55Z

Benchmarks: Random Access

Vortex (geomean): 0.994x ➖
Parquet (geomean): 1.007x ➖

unknown / unknown (1.010x ➖, 1↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2466518	2625397	0.94
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1558845	1459943	1.07
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8369323329	8121406923	1.03
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8477083894	8178337817	1.04
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7862958	7717979	1.02
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	`7046990`	7394308	0.95
random-access/feature-vectors/uniform/lance-tokio-local-disk 🚨	6577549	5762832	1.14
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	7175681	6561451	1.09
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8375938140	8324897242	1.01
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8340811634	8280742325	1.01
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13569268	13305004	1.02
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13280042	13098789	1.01
random-access/lance-tokio-local-disk	740841	744497	1.00
random-access/lance-tokio-local-disk-footer	1296682	1302401	1.00
random-access/nested-lists/correlated/lance-tokio-local-disk	258591	252194	1.03
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	651883	626897	1.04
random-access/nested-lists/correlated/parquet-tokio-local-disk	131531521	127789037	1.03
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	128405909	129011885	1.00
random-access/nested-lists/correlated/vortex-tokio-local-disk	613737	588380	1.04
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	618618	607076	1.02
random-access/nested-lists/uniform/lance-tokio-local-disk	1101980	1073842	1.03
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1485281	1454333	1.02
random-access/nested-lists/uniform/parquet-tokio-local-disk	130511510	127164874	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	128041553	127398528	1.01
random-access/nested-lists/uniform/vortex-tokio-local-disk	2119792	2068287	1.02
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2124464	2059491	1.03
random-access/nested-structs/correlated/lance-tokio-local-disk	407958	390954	1.04
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	614960	591153	1.04
random-access/nested-structs/correlated/parquet-tokio-local-disk	21721285	21401229	1.01
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	20891367	20878232	1.00
random-access/nested-structs/correlated/vortex-tokio-local-disk	787991	723267	1.09
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	798150	761307	1.05
random-access/nested-structs/uniform/lance-tokio-local-disk	2742207	2632135	1.04
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2950124	2838953	1.04
random-access/nested-structs/uniform/parquet-tokio-local-disk	20986013	20885464	1.00
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	22031596	21611041	1.02
random-access/nested-structs/uniform/vortex-tokio-local-disk	1622143	1553366	1.04
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1735453	1668035	1.04
random-access/parquet-tokio-local-disk	165450429	166769491	0.99
random-access/parquet-tokio-local-disk-footer	165524139	167657257	0.99
random-access/taxi/correlated/lance-tokio-local-disk	930485	933417	1.00
random-access/taxi/correlated/lance-tokio-local-disk-footer	1574842	1564058	1.01
random-access/taxi/correlated/parquet-tokio-local-disk	248246924	247380745	1.00
random-access/taxi/correlated/parquet-tokio-local-disk-footer	248179765	250635247	0.99
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1509634	1796422	0.84
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1695830	1797151	0.94
random-access/taxi/uniform/lance-tokio-local-disk	9400310	9459782	0.99
random-access/taxi/uniform/lance-tokio-local-disk-footer	10176045	10109966	1.01
random-access/taxi/uniform/parquet-tokio-local-disk	262808255	265092075	0.99
random-access/taxi/uniform/parquet-tokio-local-disk-footer	263509085	265554628	0.99
random-access/taxi/uniform/vortex-tokio-local-disk	4438264	4568423	0.97
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4405752	4543144	0.97
random-access/vortex-tokio-local-disk	1163670	1248646	0.93
random-access/vortex-tokio-local-disk-footer	1181104	1282113	0.92

github-actions · 2026-05-14T20:51:15Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.8%
Vortex (geomean): 1.019x ➖
Parquet (geomean): 0.991x ➖
Shifts: Parquet (control) -0.9% · Median polish -0.2%

duckdb / vortex-file-compressed (1.006x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11352148	11884009	0.96
statpopgen_q01/duckdb:vortex-file-compressed 🚨	30596859	26363505	1.16
statpopgen_q02/duckdb:vortex-file-compressed	1388866221	1393116191	1.00
statpopgen_q03/duckdb:vortex-file-compressed	3154119065	3124438916	1.01
statpopgen_q04/duckdb:vortex-file-compressed	3140943487	3112749238	1.01
statpopgen_q05/duckdb:vortex-file-compressed	1466999478	1449779882	1.01
statpopgen_q06/duckdb:vortex-file-compressed	2140790134	2148536564	1.00
statpopgen_q07/duckdb:vortex-file-compressed	207085033	209186911	0.99
statpopgen_q08/duckdb:vortex-file-compressed	235462599	241541487	0.97
statpopgen_q09/duckdb:vortex-file-compressed	2915512894	2976345263	0.98
statpopgen_q10/duckdb:vortex-file-compressed	4729954027	4759937961	0.99

duckdb / vortex-compact (1.032x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11232900	11254878	1.00
statpopgen_q01/duckdb:vortex-compact 🚨	169594053	116819510	1.45
statpopgen_q02/duckdb:vortex-compact	1832914409	1819600861	1.01
statpopgen_q03/duckdb:vortex-compact	3517109280	3558535388	0.99
statpopgen_q04/duckdb:vortex-compact	3575735681	3551258365	1.01
statpopgen_q05/duckdb:vortex-compact	1851047113	1852012178	1.00
statpopgen_q06/duckdb:vortex-compact	2683551483	2683103138	1.00
statpopgen_q07/duckdb:vortex-compact	877601435	886951951	0.99
statpopgen_q08/duckdb:vortex-compact	911753912	913673947	1.00
statpopgen_q09/duckdb:vortex-compact	3341063906	3376689597	0.99
statpopgen_q10/duckdb:vortex-compact	5396287774	5437559156	0.99

duckdb / parquet (0.991x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	331020923	331787515	1.00
statpopgen_q01/duckdb:parquet	417641492	415892488	1.00
statpopgen_q02/duckdb:parquet	1007405844	1006914840	1.00
statpopgen_q03/duckdb:parquet	1508942662	1528392515	0.99
statpopgen_q04/duckdb:parquet	1531387409	1549192253	0.99
statpopgen_q05/duckdb:parquet	1011595092	1038180066	0.97
statpopgen_q06/duckdb:parquet	1516548405	1487828341	1.02
statpopgen_q07/duckdb:parquet	1312383803	1337906119	0.98
statpopgen_q08/duckdb:parquet	1307071829	1355820841	0.96
statpopgen_q09/duckdb:parquet	1359148062	1377351687	0.99
statpopgen_q10/duckdb:parquet	2703925937	2722418455	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-0.2%	-0.2%	+0.0%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-4.5%	-0.2%	-4.3%	+10.0%	➖ noise
1	duckdb:vortex-compact	+45.2%	+0.4%	+44.6%	+31.3%	🚨 regression
1	duckdb:vortex-file-compressed	+16.1%	+0.4%	+15.6%	+178.8%	➖ noise
2	duckdb:vortex-compact	+0.7%	+0.0%	+0.7%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.3%	+0.0%	-0.4%	+10.0%	➖ noise
3	duckdb:vortex-compact	-1.2%	-1.3%	+0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.9%	-1.3%	+2.3%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.7%	-1.1%	+1.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.9%	-1.1%	+2.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.1%	-2.6%	+2.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.2%	-2.6%	+3.8%	+10.0%	➖ noise
6	duckdb:vortex-compact	+0.0%	+1.9%	-1.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.4%	+1.9%	-2.2%	+10.0%	➖ noise
7	duckdb:vortex-compact	-1.1%	-1.9%	+0.9%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.0%	-1.9%	+0.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.2%	-3.6%	+3.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.5%	-3.6%	+1.1%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.1%	-1.3%	+0.3%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.0%	-1.3%	-0.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.8%	-0.7%	-0.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.6%	-0.7%	+0.0%	+10.0%	➖ noise

github-actions · 2026-05-14T20:51:18Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-05-14T20:51:22Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -4.6%
Vortex (geomean): 0.864x ✅
Parquet (geomean): 0.913x ➖
Shifts: Parquet (control) -8.7% · Median polish -12.3%

datafusion / vortex-file-compressed (0.832x ✅, 21↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	378927756	456155451	0.83
tpch_q02/datafusion:vortex-file-compressed 🚀	103866855	126249394	0.82
tpch_q03/datafusion:vortex-file-compressed 🚀	212442045	270917360	0.78
tpch_q04/datafusion:vortex-file-compressed 🚀	111863244	138831381	0.81
tpch_q05/datafusion:vortex-file-compressed 🚀	364932465	460064263	0.79
tpch_q06/datafusion:vortex-file-compressed 🚀	41573470	51635815	0.81
tpch_q07/datafusion:vortex-file-compressed 🚀	495626164	612108183	0.81
tpch_q08/datafusion:vortex-file-compressed 🚀	350305400	424431263	0.83
tpch_q09/datafusion:vortex-file-compressed 🚀	615997741	726532583	0.85
tpch_q10/datafusion:vortex-file-compressed 🚀	223364635	268286581	0.83
tpch_q11/datafusion:vortex-file-compressed 🚀	78862294	93279544	0.85
tpch_q12/datafusion:vortex-file-compressed 🚀	117318434	137742171	0.85
tpch_q13/datafusion:vortex-file-compressed 🚀	208905630	250957863	0.83
tpch_q14/datafusion:vortex-file-compressed 🚀	54720460	63096147	0.87
tpch_q15/datafusion:vortex-file-compressed 🚀	103360713	122395001	0.84
tpch_q16/datafusion:vortex-file-compressed 🚀	74640857	87869565	0.85
tpch_q17/datafusion:vortex-file-compressed 🚀	615851690	765318904	0.80
tpch_q18/datafusion:vortex-file-compressed 🚀	821846275	999663363	0.82
tpch_q19/datafusion:vortex-file-compressed	92028431	100861290	0.91
tpch_q20/datafusion:vortex-file-compressed 🚀	160913872	190931059	0.84
tpch_q21/datafusion:vortex-file-compressed 🚀	642203712	781429207	0.82
tpch_q22/datafusion:vortex-file-compressed 🚀	64844969	74368012	0.87

datafusion / vortex-compact (0.843x ✅, 22↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	443062294	494503368	0.90
tpch_q02/datafusion:vortex-compact 🚀	108239113	124142448	0.87
tpch_q03/datafusion:vortex-compact 🚀	210495834	243955730	0.86
tpch_q04/datafusion:vortex-compact 🚀	118732422	136403326	0.87
tpch_q05/datafusion:vortex-compact 🚀	365616624	435181820	0.84
tpch_q06/datafusion:vortex-compact 🚀	61502240	72969536	0.84
tpch_q07/datafusion:vortex-compact 🚀	507148534	598283008	0.85
tpch_q08/datafusion:vortex-compact 🚀	351569182	430456741	0.82
tpch_q09/datafusion:vortex-compact 🚀	617903601	750023741	0.82
tpch_q10/datafusion:vortex-compact 🚀	235485134	283482017	0.83
tpch_q11/datafusion:vortex-compact 🚀	81617586	96994965	0.84
tpch_q12/datafusion:vortex-compact 🚀	159743641	186996471	0.85
tpch_q13/datafusion:vortex-compact 🚀	263148366	309041510	0.85
tpch_q14/datafusion:vortex-compact 🚀	73770704	86290971	0.85
tpch_q15/datafusion:vortex-compact 🚀	157997336	190295198	0.83
tpch_q16/datafusion:vortex-compact 🚀	77837228	92926443	0.84
tpch_q17/datafusion:vortex-compact 🚀	620912497	767565305	0.81
tpch_q18/datafusion:vortex-compact 🚀	821283722	1024248514	0.80
tpch_q19/datafusion:vortex-compact 🚀	130433160	146054870	0.89
tpch_q20/datafusion:vortex-compact 🚀	185681409	223903075	0.83
tpch_q21/datafusion:vortex-compact 🚀	648553685	809955866	0.80
tpch_q22/datafusion:vortex-compact 🚀	71075410	82984261	0.86

datafusion / parquet (0.892x ✅, 13↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	453917897	538334645	0.84
tpch_q02/datafusion:parquet	168207699	186332101	0.90
tpch_q03/datafusion:parquet 🚀	273482097	325140857	0.84
tpch_q04/datafusion:parquet 🚀	124200845	143360653	0.87
tpch_q05/datafusion:parquet 🚀	422063118	496649281	0.85
tpch_q06/datafusion:parquet	125713287	132091624	0.95
tpch_q07/datafusion:parquet 🚀	589864825	696557936	0.85
tpch_q08/datafusion:parquet 🚀	450341779	524824605	0.86
tpch_q09/datafusion:parquet 🚀	721660929	827049477	0.87
tpch_q10/datafusion:parquet	484949328	533171008	0.91
tpch_q11/datafusion:parquet 🚀	113991124	127341482	0.90
tpch_q12/datafusion:parquet	199993518	207369086	0.96
tpch_q13/datafusion:parquet	328145922	347272209	0.94
tpch_q14/datafusion:parquet	155006048	156623101	0.99
tpch_q15/datafusion:parquet 🚀	239652294	268389389	0.89
tpch_q16/datafusion:parquet	128884750	134376604	0.96
tpch_q17/datafusion:parquet 🚀	659961735	780147051	0.85
tpch_q18/datafusion:parquet 🚀	856599893	983628108	0.87
tpch_q19/datafusion:parquet	250661789	275809440	0.91
tpch_q20/datafusion:parquet 🚀	283485895	318544920	0.89
tpch_q21/datafusion:parquet 🚀	673566694	826636986	0.81
tpch_q22/datafusion:parquet	210484062	227726651	0.92

datafusion / arrow (0.849x ✅, 20↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	577636679	685903136	0.84
tpch_q02/datafusion:arrow 🚀	163129953	193678780	0.84
tpch_q03/datafusion:arrow 🚀	463054386	568920934	0.81
tpch_q04/datafusion:arrow 🚀	338852200	415532955	0.82
tpch_q05/datafusion:arrow 🚀	929714771	1117792650	0.83
tpch_q06/datafusion:arrow 🚀	275767373	331058770	0.83
tpch_q07/datafusion:arrow 🚀	1130512487	1354733605	0.83
tpch_q08/datafusion:arrow 🚀	1106970926	1312415006	0.84
tpch_q09/datafusion:arrow 🚀	1323369263	1503989389	0.88
tpch_q10/datafusion:arrow 🚀	573432162	663239993	0.86
tpch_q11/datafusion:arrow	137506663	145121280	0.95
tpch_q12/datafusion:arrow 🚀	734223420	877727537	0.84
tpch_q13/datafusion:arrow	497422352	540527952	0.92
tpch_q14/datafusion:arrow 🚀	307608897	364736947	0.84
tpch_q15/datafusion:arrow 🚀	660298088	821225011	0.80
tpch_q16/datafusion:arrow 🚀	104448582	120428203	0.87
tpch_q17/datafusion:arrow 🚀	1317704075	1564338143	0.84
tpch_q18/datafusion:arrow 🚀	1854002090	2209425616	0.84
tpch_q19/datafusion:arrow 🚀	478533015	572308454	0.84
tpch_q20/datafusion:arrow 🚀	472945979	569884270	0.83
tpch_q21/datafusion:arrow 🚀	2929505083	3309752990	0.89
tpch_q22/datafusion:arrow 🚀	128260541	152956337	0.84

duckdb / vortex-file-compressed (0.914x ➖, 7↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	170786861	187187801	0.91
tpch_q02/duckdb:vortex-file-compressed	50782641	54567367	0.93
tpch_q03/duckdb:vortex-file-compressed	123026164	136364726	0.90
tpch_q04/duckdb:vortex-file-compressed 🚀	148872112	166838559	0.89
tpch_q05/duckdb:vortex-file-compressed 🚀	126312991	140651307	0.90
tpch_q06/duckdb:vortex-file-compressed 🚀	48560369	54854232	0.89
tpch_q07/duckdb:vortex-file-compressed	142212953	156586055	0.91
tpch_q08/duckdb:vortex-file-compressed 🚀	169916292	189784475	0.90
tpch_q09/duckdb:vortex-file-compressed	320303544	340658730	0.94
tpch_q10/duckdb:vortex-file-compressed	142023553	157441470	0.90
tpch_q11/duckdb:vortex-file-compressed	32877716	33622489	0.98
tpch_q12/duckdb:vortex-file-compressed	93274977	99034823	0.94
tpch_q13/duckdb:vortex-file-compressed	223953356	248406134	0.90
tpch_q14/duckdb:vortex-file-compressed	67492231	73087414	0.92
tpch_q15/duckdb:vortex-file-compressed	85320079	93987935	0.91
tpch_q16/duckdb:vortex-file-compressed 🚀	76439930	84955895	0.90
tpch_q17/duckdb:vortex-file-compressed	96698937	105787528	0.91
tpch_q18/duckdb:vortex-file-compressed	283963966	303623900	0.94
tpch_q19/duckdb:vortex-file-compressed	84131922	88093303	0.96
tpch_q20/duckdb:vortex-file-compressed 🚀	156238147	176576747	0.88
tpch_q21/duckdb:vortex-file-compressed	561508748	623504498	0.90
tpch_q22/duckdb:vortex-file-compressed 🚀	70876988	78817120	0.90

duckdb / vortex-compact (0.871x ✅, 20↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	227556978	251420924	0.91
tpch_q02/duckdb:vortex-compact 🚀	54813027	61136835	0.90
tpch_q03/duckdb:vortex-compact 🚀	136753770	160345442	0.85
tpch_q04/duckdb:vortex-compact 🚀	169637925	195171968	0.87
tpch_q05/duckdb:vortex-compact 🚀	144184997	163534564	0.88
tpch_q06/duckdb:vortex-compact 🚀	82629266	96173850	0.86
tpch_q07/duckdb:vortex-compact 🚀	195155713	222942545	0.88
tpch_q08/duckdb:vortex-compact 🚀	185085875	213474736	0.87
tpch_q09/duckdb:vortex-compact 🚀	349738392	402385677	0.87
tpch_q10/duckdb:vortex-compact 🚀	173925300	199824291	0.87
tpch_q11/duckdb:vortex-compact 🚀	39618286	44837453	0.88
tpch_q12/duckdb:vortex-compact 🚀	201429482	232633512	0.87
tpch_q13/duckdb:vortex-compact 🚀	275245249	317208297	0.87
tpch_q14/duckdb:vortex-compact 🚀	98593053	115801732	0.85
tpch_q15/duckdb:vortex-compact 🚀	111481751	127038283	0.88
tpch_q16/duckdb:vortex-compact 🚀	80567165	93208127	0.86
tpch_q17/duckdb:vortex-compact 🚀	111322487	132816854	0.84
tpch_q18/duckdb:vortex-compact 🚀	284712973	327794157	0.87
tpch_q19/duckdb:vortex-compact	107105830	118741124	0.90
tpch_q20/duckdb:vortex-compact 🚀	199205288	234472310	0.85
tpch_q21/duckdb:vortex-compact 🚀	602291855	714593974	0.84
tpch_q22/duckdb:vortex-compact 🚀	84190652	93748922	0.90

duckdb / parquet (0.935x ➖, 2↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	256806847	274534188	0.94
tpch_q02/duckdb:parquet	93774953	101292207	0.93
tpch_q03/duckdb:parquet	207347915	224634861	0.92
tpch_q04/duckdb:parquet	133692891	142816504	0.94
tpch_q05/duckdb:parquet	217925399	233513985	0.93
tpch_q06/duckdb:parquet	66525556	72123814	0.92
tpch_q07/duckdb:parquet	178968672	194618010	0.92
tpch_q08/duckdb:parquet 🚀	247078159	276607289	0.89
tpch_q09/duckdb:parquet	491624315	515592242	0.95
tpch_q10/duckdb:parquet	611826059	639767295	0.96
tpch_q11/duckdb:parquet	56756492	60139466	0.94
tpch_q12/duckdb:parquet	123306042	132130140	0.93
tpch_q13/duckdb:parquet	445057806	463974084	0.96
tpch_q14/duckdb:parquet	172340693	186205882	0.93
tpch_q15/duckdb:parquet	97350117	103857073	0.94
tpch_q16/duckdb:parquet	157256255	170741371	0.92
tpch_q17/duckdb:parquet	174824297	182299895	0.96
tpch_q18/duckdb:parquet	349086856	369062415	0.95
tpch_q19/duckdb:parquet	282649722	297773753	0.95
tpch_q20/duckdb:parquet	228455189	241956651	0.94
tpch_q21/duckdb:parquet 🚀	555699255	631905713	0.88
tpch_q22/duckdb:parquet	289146319	297120316	0.97

duckdb / duckdb (0.922x ➖, 5↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb 🚀	116460033	129702792	0.90
tpch_q02/duckdb:duckdb 🚀	44867509	52046338	0.86
tpch_q03/duckdb:duckdb	96648692	107202809	0.90
tpch_q04/duckdb:duckdb 🚀	130376407	148707098	0.88
tpch_q05/duckdb:duckdb 🚀	108612473	120870656	0.90
tpch_q06/duckdb:duckdb	37356115	40569257	0.92
tpch_q07/duckdb:duckdb	86310950	94290920	0.92
tpch_q08/duckdb:duckdb 🚀	109370567	123697413	0.88
tpch_q09/duckdb:duckdb	274652122	302836161	0.91
tpch_q10/duckdb:duckdb	204733746	223461361	0.92
tpch_q11/duckdb:duckdb	15701933	16406009	0.96
tpch_q12/duckdb:duckdb	84456792	91506800	0.92
tpch_q13/duckdb:duckdb	219692740	234639587	0.94
tpch_q14/duckdb:duckdb	69695239	74149376	0.94
tpch_q15/duckdb:duckdb	77751074	81824182	0.95
tpch_q16/duckdb:duckdb	72465843	77983649	0.93
tpch_q17/duckdb:duckdb	84645776	88452786	0.96
tpch_q18/duckdb:duckdb	213452512	228284292	0.94
tpch_q19/duckdb:duckdb	116584501	125129528	0.93
tpch_q20/duckdb:duckdb	112305517	116421038	0.96
tpch_q21/duckdb:duckdb	293335498	316302725	0.93
tpch_q22/duckdb:duckdb	69672026	71729152	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-15.8%	-11.2%	-5.2%	+10.0%	➖ noise
1	datafusion:vortex-compact	-10.4%	-11.2%	+0.9%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-16.9%	-11.2%	-6.5%	+10.0%	➖ noise
1	duckdb:duckdb	-10.2%	-11.2%	+1.1%	+10.0%	➖ noise
1	duckdb:vortex-compact	-9.5%	-11.2%	+1.9%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-8.8%	-11.2%	+2.7%	+10.0%	➖ noise
2	datafusion:arrow	-15.8%	-8.6%	-7.9%	+10.0%	➖ noise
2	datafusion:vortex-compact	-12.8%	-8.6%	-4.6%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-17.7%	-8.6%	-10.0%	+10.0%	✅ faster
2	duckdb:duckdb	-13.8%	-8.6%	-5.7%	+10.0%	➖ noise
2	duckdb:vortex-compact	-10.3%	-8.6%	-1.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-6.9%	-8.6%	+1.8%	+10.0%	➖ noise
3	datafusion:arrow	-18.6%	-11.9%	-7.6%	+10.0%	➖ noise
3	datafusion:vortex-compact	-13.7%	-11.9%	-2.1%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-21.6%	-11.9%	-11.0%	+10.0%	✅ faster
3	duckdb:duckdb	-9.8%	-11.9%	+2.3%	+10.0%	➖ noise
3	duckdb:vortex-compact	-14.7%	-11.9%	-3.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-9.8%	-11.9%	+2.4%	+10.0%	➖ noise
4	datafusion:arrow	-18.5%	-9.9%	-9.4%	+10.0%	✅ faster
4	datafusion:vortex-compact	-13.0%	-9.9%	-3.3%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-19.4%	-9.9%	-10.5%	+10.0%	✅ faster
4	duckdb:duckdb	-12.3%	-9.9%	-2.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	-13.1%	-9.9%	-3.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-10.8%	-9.9%	-0.9%	+10.0%	➖ noise
5	datafusion:arrow	-16.8%	-10.9%	-6.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	-16.0%	-10.9%	-5.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-20.7%	-10.9%	-10.9%	+10.0%	✅ faster
5	duckdb:duckdb	-10.1%	-10.9%	+0.9%	+10.0%	➖ noise
5	duckdb:vortex-compact	-11.8%	-10.9%	-1.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-10.2%	-10.9%	+0.8%	+10.0%	➖ noise
6	datafusion:arrow	-16.7%	-6.3%	-11.1%	+10.0%	✅ faster
6	datafusion:vortex-compact	-15.7%	-6.3%	-10.0%	+10.0%	✅ faster
6	datafusion:vortex-file-compressed	-19.5%	-6.3%	-14.1%	+10.0%	✅ faster
6	duckdb:duckdb	-7.9%	-6.3%	-1.7%	+11.9%	➖ noise
6	duckdb:vortex-compact	-14.1%	-6.3%	-8.3%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-11.5%	-6.3%	-5.5%	+10.0%	➖ noise
7	datafusion:arrow	-16.6%	-11.8%	-5.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	-15.2%	-11.8%	-3.9%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-19.0%	-11.8%	-8.2%	+10.0%	➖ noise
7	duckdb:duckdb	-8.5%	-11.8%	+3.7%	+10.0%	➖ noise
7	duckdb:vortex-compact	-12.5%	-11.8%	-0.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.2%	-11.8%	+2.9%	+10.0%	➖ noise
8	datafusion:arrow	-15.7%	-12.5%	-3.7%	+10.0%	➖ noise
8	datafusion:vortex-compact	-18.3%	-12.5%	-6.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-17.5%	-12.5%	-5.7%	+10.0%	➖ noise
8	duckdb:duckdb	-11.6%	-12.5%	+1.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	-13.3%	-12.5%	-1.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-10.5%	-12.5%	+2.3%	+10.0%	➖ noise
9	datafusion:arrow	-12.0%	-8.8%	-3.5%	+10.0%	➖ noise
9	datafusion:vortex-compact	-17.6%	-8.8%	-9.7%	+10.0%	✅ faster
9	datafusion:vortex-file-compressed	-15.2%	-8.8%	-7.0%	+10.0%	➖ noise
9	duckdb:duckdb	-9.3%	-8.8%	-0.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	-13.1%	-8.8%	-4.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-6.0%	-8.8%	+3.1%	+10.0%	➖ noise
10	datafusion:arrow	-13.5%	-6.7%	-7.3%	+10.0%	➖ noise
10	datafusion:vortex-compact	-16.9%	-6.7%	-10.9%	+10.0%	✅ faster
10	datafusion:vortex-file-compressed	-16.7%	-6.7%	-10.7%	+10.0%	✅ faster
10	duckdb:duckdb	-8.4%	-6.7%	-1.8%	+10.0%	➖ noise
10	duckdb:vortex-compact	-13.0%	-6.7%	-6.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-9.8%	-6.7%	-3.3%	+10.0%	➖ noise
11	datafusion:arrow	-5.2%	-8.1%	+3.1%	+10.0%	➖ noise
11	datafusion:vortex-compact	-15.9%	-8.1%	-8.5%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-15.5%	-8.1%	-8.0%	+10.0%	➖ noise
11	duckdb:duckdb	-4.3%	-8.1%	+4.1%	+11.8%	➖ noise
11	duckdb:vortex-compact	-11.6%	-8.1%	-3.9%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-2.2%	-8.1%	+6.4%	+10.3%	➖ noise
12	datafusion:arrow	-16.3%	-5.1%	-11.8%	+28.9%	➖ noise
12	datafusion:vortex-compact	-14.6%	-5.1%	-10.0%	+10.0%	✅ faster
12	datafusion:vortex-file-compressed	-14.8%	-5.1%	-10.2%	+10.0%	✅ faster
12	duckdb:duckdb	-7.7%	-5.1%	-2.7%	+10.0%	➖ noise
12	duckdb:vortex-compact	-13.4%	-5.1%	-8.7%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-5.8%	-5.1%	-0.7%	+10.0%	➖ noise
13	datafusion:arrow	-8.0%	-4.8%	-3.3%	+10.0%	➖ noise
13	datafusion:vortex-compact	-14.9%	-4.8%	-10.6%	+10.0%	✅ faster
13	datafusion:vortex-file-compressed	-16.8%	-4.8%	-12.6%	+10.0%	✅ faster
13	duckdb:duckdb	-6.4%	-4.8%	-1.7%	+10.0%	➖ noise
13	duckdb:vortex-compact	-13.2%	-4.8%	-8.9%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-9.8%	-4.8%	-5.3%	+10.0%	➖ noise
14	datafusion:arrow	-15.7%	-4.3%	-11.9%	+10.0%	✅ faster
14	datafusion:vortex-compact	-14.5%	-4.3%	-10.7%	+10.0%	✅ faster
14	datafusion:vortex-file-compressed	-13.3%	-4.3%	-9.4%	+10.0%	✅ faster
14	duckdb:duckdb	-6.0%	-4.3%	-1.8%	+10.0%	➖ noise
14	duckdb:vortex-compact	-14.9%	-4.3%	-11.0%	+10.0%	✅ faster
14	duckdb:vortex-file-compressed	-7.7%	-4.3%	-3.5%	+10.0%	➖ noise
15	datafusion:arrow	-19.6%	-8.5%	-12.1%	+10.0%	✅ faster
15	datafusion:vortex-compact	-17.0%	-8.5%	-9.2%	+10.0%	✅ faster
15	datafusion:vortex-file-compressed	-15.6%	-8.5%	-7.7%	+10.0%	➖ noise
15	duckdb:duckdb	-5.0%	-8.5%	+3.9%	+10.0%	➖ noise
15	duckdb:vortex-compact	-12.2%	-8.5%	-4.1%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-9.2%	-8.5%	-0.8%	+10.0%	➖ noise
16	datafusion:arrow	-13.3%	-6.0%	-7.7%	+10.0%	➖ noise
16	datafusion:vortex-compact	-16.2%	-6.0%	-10.9%	+10.0%	✅ faster
16	datafusion:vortex-file-compressed	-15.1%	-6.0%	-9.6%	+10.0%	✅ faster
16	duckdb:duckdb	-7.1%	-6.0%	-1.1%	+10.0%	➖ noise
16	duckdb:vortex-compact	-13.6%	-6.0%	-8.0%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-10.0%	-6.0%	-4.3%	+10.0%	➖ noise
17	datafusion:arrow	-15.8%	-9.9%	-6.5%	+10.0%	➖ noise
17	datafusion:vortex-compact	-19.1%	-9.9%	-10.2%	+10.0%	✅ faster
17	datafusion:vortex-file-compressed	-19.5%	-9.9%	-10.7%	+10.0%	✅ faster
17	duckdb:duckdb	-4.3%	-9.9%	+6.2%	+10.0%	➖ noise
17	duckdb:vortex-compact	-16.2%	-9.9%	-6.9%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-8.6%	-9.9%	+1.5%	+10.0%	➖ noise
18	datafusion:arrow	-16.1%	-9.2%	-7.5%	+10.0%	➖ noise
18	datafusion:vortex-compact	-19.8%	-9.2%	-11.7%	+10.0%	✅ faster
18	datafusion:vortex-file-compressed	-17.8%	-9.2%	-9.4%	+10.0%	✅ faster
18	duckdb:duckdb	-6.5%	-9.2%	+3.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-13.1%	-9.2%	-4.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-6.5%	-9.2%	+3.0%	+10.0%	➖ noise
19	datafusion:arrow	-16.4%	-7.1%	-10.0%	+10.0%	✅ faster
19	datafusion:vortex-compact	-10.7%	-7.1%	-3.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-8.8%	-7.1%	-1.8%	+10.0%	➖ noise
19	duckdb:duckdb	-6.8%	-7.1%	+0.3%	+10.0%	➖ noise
19	duckdb:vortex-compact	-9.8%	-7.1%	-2.9%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-4.5%	-7.1%	+2.8%	+10.0%	➖ noise
20	datafusion:arrow	-17.0%	-8.3%	-9.5%	+10.0%	✅ faster
20	datafusion:vortex-compact	-17.1%	-8.3%	-9.5%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	-15.7%	-8.3%	-8.1%	+10.0%	➖ noise
20	duckdb:duckdb	-3.5%	-8.3%	+5.2%	+10.0%	➖ noise
20	duckdb:vortex-compact	-15.0%	-8.3%	-7.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-11.5%	-8.3%	-3.5%	+10.0%	➖ noise
21	datafusion:arrow	-11.5%	-15.4%	+4.6%	+10.0%	➖ noise
21	datafusion:vortex-compact	-19.9%	-15.4%	-5.4%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-17.8%	-15.4%	-2.9%	+10.0%	➖ noise
21	duckdb:duckdb	-7.3%	-15.4%	+9.6%	+10.0%	➖ noise
21	duckdb:vortex-compact	-15.7%	-15.4%	-0.4%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-9.9%	-15.4%	+6.4%	+10.0%	➖ noise
22	datafusion:arrow	-16.1%	-5.2%	-11.6%	+10.0%	✅ faster
22	datafusion:vortex-compact	-14.4%	-5.2%	-9.7%	+10.0%	✅ faster
22	datafusion:vortex-file-compressed	-12.8%	-5.2%	-8.1%	+10.0%	➖ noise
22	duckdb:duckdb	-2.9%	-5.2%	+2.4%	+10.0%	➖ noise
22	duckdb:vortex-compact	-10.2%	-5.2%	-5.3%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-10.1%	-5.2%	-5.2%	+10.5%	➖ noise

github-actions · 2026-05-14T20:51:25Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-05-14T20:54:28Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Vortex (geomean): 0.995x ➖
Parquet (geomean): 1.005x ➖
Shifts: Parquet (control) +0.5% · Median polish +0.4%

datafusion / vortex-file-compressed (1.011x ➖, 0↑ 2↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚨	1908973	1705927	1.12
clickbench_q01/datafusion:vortex-file-compressed	19956358	20980706	0.95
clickbench_q02/datafusion:vortex-file-compressed	41438063	38515299	1.08
clickbench_q03/datafusion:vortex-file-compressed	44798175	43976929	1.02
clickbench_q04/datafusion:vortex-file-compressed	304273530	297524853	1.02
clickbench_q05/datafusion:vortex-file-compressed	318999929	330394816	0.97
clickbench_q06/datafusion:vortex-file-compressed	1728339	1711404	1.01
clickbench_q07/datafusion:vortex-file-compressed	23070561	23202081	0.99
clickbench_q08/datafusion:vortex-file-compressed	375628212	377008130	1.00
clickbench_q09/datafusion:vortex-file-compressed	605493596	586606056	1.03
clickbench_q10/datafusion:vortex-file-compressed	76801418	78000625	0.98
clickbench_q11/datafusion:vortex-file-compressed	88032308	90176855	0.98
clickbench_q12/datafusion:vortex-file-compressed	281132396	283773303	0.99
clickbench_q13/datafusion:vortex-file-compressed	437050878	428179790	1.02
clickbench_q14/datafusion:vortex-file-compressed	268899552	268221470	1.00
clickbench_q15/datafusion:vortex-file-compressed	351809548	346812114	1.01
clickbench_q16/datafusion:vortex-file-compressed	693875594	674683828	1.03
clickbench_q17/datafusion:vortex-file-compressed	672191332	663158480	1.01
clickbench_q18/datafusion:vortex-file-compressed	1377211372	1353778788	1.02
clickbench_q19/datafusion:vortex-file-compressed 🚨	36942774	31949670	1.16
clickbench_q20/datafusion:vortex-file-compressed	347904214	344562683	1.01
clickbench_q21/datafusion:vortex-file-compressed	377874635	384021683	0.98
clickbench_q22/datafusion:vortex-file-compressed	467576146	461078999	1.01
clickbench_q23/datafusion:vortex-file-compressed	667689144	645841671	1.03
clickbench_q24/datafusion:vortex-file-compressed	45872328	43506193	1.05
clickbench_q25/datafusion:vortex-file-compressed	73426499	70875339	1.04
clickbench_q26/datafusion:vortex-file-compressed	43139124	47073645	0.92
clickbench_q27/datafusion:vortex-file-compressed	715328714	707930376	1.01
clickbench_q28/datafusion:vortex-file-compressed	6785733482	6575909166	1.03
clickbench_q29/datafusion:vortex-file-compressed	231811824	237585381	0.98
clickbench_q30/datafusion:vortex-file-compressed	227792548	228294219	1.00
clickbench_q31/datafusion:vortex-file-compressed	271426106	268325556	1.01
clickbench_q32/datafusion:vortex-file-compressed	1205741286	1165195169	1.03
clickbench_q33/datafusion:vortex-file-compressed	1362638204	1350451663	1.01
clickbench_q34/datafusion:vortex-file-compressed	1353123585	1348044826	1.00
clickbench_q35/datafusion:vortex-file-compressed	469002214	483436681	0.97
clickbench_q36/datafusion:vortex-file-compressed	78879391	73677893	1.07
clickbench_q37/datafusion:vortex-file-compressed	36917355	37054800	1.00
clickbench_q38/datafusion:vortex-file-compressed	20029542	20130744	0.99
clickbench_q39/datafusion:vortex-file-compressed	137604909	139088971	0.99
clickbench_q40/datafusion:vortex-file-compressed	17269801	17065629	1.01
clickbench_q41/datafusion:vortex-file-compressed	15927327	16223455	0.98
clickbench_q42/datafusion:vortex-file-compressed	18399159	18500170	0.99

datafusion / parquet (1.009x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1616238	1628025	0.99
clickbench_q01/datafusion:parquet	19081607	19603283	0.97
clickbench_q02/datafusion:parquet	46992638	47875606	0.98
clickbench_q03/datafusion:parquet	38242138	38472238	0.99
clickbench_q04/datafusion:parquet	312900116	309561393	1.01
clickbench_q05/datafusion:parquet	363050430	350180667	1.04
clickbench_q06/datafusion:parquet 🚨	1749747	1558301	1.12
clickbench_q07/datafusion:parquet	23788575	23013216	1.03
clickbench_q08/datafusion:parquet	389124211	372926476	1.04
clickbench_q09/datafusion:parquet	660666740	645724294	1.02
clickbench_q10/datafusion:parquet	110626352	107297233	1.03
clickbench_q11/datafusion:parquet	136976303	132879609	1.03
clickbench_q12/datafusion:parquet	355549119	372994260	0.95
clickbench_q13/datafusion:parquet	520819514	520129794	1.00
clickbench_q14/datafusion:parquet	351517300	351708598	1.00
clickbench_q15/datafusion:parquet	351052084	355893679	0.99
clickbench_q16/datafusion:parquet	682071144	693147243	0.98
clickbench_q17/datafusion:parquet	677384242	677691709	1.00
clickbench_q18/datafusion:parquet	1387352211	1413098307	0.98
clickbench_q19/datafusion:parquet	30147249	29753889	1.01
clickbench_q20/datafusion:parquet	620450276	638258773	0.97
clickbench_q21/datafusion:parquet	675324701	676851051	1.00
clickbench_q22/datafusion:parquet	1004233212	982530703	1.02
clickbench_q23/datafusion:parquet	3783123488	3780915596	1.00
clickbench_q24/datafusion:parquet	86416241	79592937	1.09
clickbench_q25/datafusion:parquet	136283812	136792707	1.00
clickbench_q26/datafusion:parquet	85624410	85757321	1.00
clickbench_q27/datafusion:parquet	1066078734	1070125732	1.00
clickbench_q28/datafusion:parquet	6764762181	6612575460	1.02
clickbench_q29/datafusion:parquet	232947800	245515041	0.95
clickbench_q30/datafusion:parquet	340827687	329179272	1.04
clickbench_q31/datafusion:parquet	386455771	365070609	1.06
clickbench_q32/datafusion:parquet	1245061680	1260649542	0.99
clickbench_q33/datafusion:parquet	1528511295	1531204301	1.00
clickbench_q34/datafusion:parquet	1562403098	1537556287	1.02
clickbench_q35/datafusion:parquet	490708833	483007253	1.02
clickbench_q36/datafusion:parquet	151101931	151703102	1.00
clickbench_q37/datafusion:parquet	58493817	58915053	0.99
clickbench_q38/datafusion:parquet	87944292	88407155	0.99
clickbench_q39/datafusion:parquet	274080484	267045521	1.03
clickbench_q40/datafusion:parquet	32838400	31553638	1.04
clickbench_q41/datafusion:parquet	28139289	28311366	0.99
clickbench_q42/datafusion:parquet	31229389	31217047	1.00

duckdb / vortex-file-compressed (0.979x ➖, 6↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6778755	6772038	1.00
clickbench_q01/duckdb:vortex-file-compressed	13505261	13717825	0.98
clickbench_q02/duckdb:vortex-file-compressed	27202394	25379264	1.07
clickbench_q03/duckdb:vortex-file-compressed	30091106	30060025	1.00
clickbench_q04/duckdb:vortex-file-compressed	186075471	185297701	1.00
clickbench_q05/duckdb:vortex-file-compressed	175648979	173279834	1.01
clickbench_q06/duckdb:vortex-file-compressed	20819373	21030707	0.99
clickbench_q07/duckdb:vortex-file-compressed	14605240	15141344	0.96
clickbench_q08/duckdb:vortex-file-compressed	261729644	261683202	1.00
clickbench_q09/duckdb:vortex-file-compressed	341908878	337300327	1.01
clickbench_q10/duckdb:vortex-file-compressed	67840733	67009102	1.01
clickbench_q11/duckdb:vortex-file-compressed	78162253	77455267	1.01
clickbench_q12/duckdb:vortex-file-compressed	208151191	200703892	1.04
clickbench_q13/duckdb:vortex-file-compressed	405886539	414518973	0.98
clickbench_q14/duckdb:vortex-file-compressed	244861464	234343955	1.04
clickbench_q15/duckdb:vortex-file-compressed	247300867	250261936	0.99
clickbench_q16/duckdb:vortex-file-compressed	598621913	623212272	0.96
clickbench_q17/duckdb:vortex-file-compressed	486952485	486047917	1.00
clickbench_q18/duckdb:vortex-file-compressed	1017541526	1012636688	1.00
clickbench_q19/duckdb:vortex-file-compressed	21312137	21386711	1.00
clickbench_q20/duckdb:vortex-file-compressed	355524603	342264888	1.04
clickbench_q21/duckdb:vortex-file-compressed	372458497	361477323	1.03
clickbench_q22/duckdb:vortex-file-compressed 🚀	499800646	631294354	0.79
clickbench_q23/duckdb:vortex-file-compressed	389020603	409640592	0.95
clickbench_q24/duckdb:vortex-file-compressed 🚀	32800756	36847865	0.89
clickbench_q25/duckdb:vortex-file-compressed	69243133	69527169	1.00
clickbench_q26/duckdb:vortex-file-compressed 🚀	42064923	48628474	0.87
clickbench_q27/duckdb:vortex-file-compressed	487637755	472699654	1.03
clickbench_q28/duckdb:vortex-file-compressed	3024408771	3021353193	1.00
clickbench_q29/duckdb:vortex-file-compressed	28818702	28081426	1.03
clickbench_q30/duckdb:vortex-file-compressed	192915375	195314767	0.99
clickbench_q31/duckdb:vortex-file-compressed	290596323	290876531	1.00
clickbench_q32/duckdb:vortex-file-compressed	1197372518	1146882066	1.04
clickbench_q33/duckdb:vortex-file-compressed	1170972744	1226404422	0.95
clickbench_q34/duckdb:vortex-file-compressed	1285856830	1244989970	1.03
clickbench_q35/duckdb:vortex-file-compressed	384471137	388879166	0.99
clickbench_q36/duckdb:vortex-file-compressed	27993865	29989592	0.93
clickbench_q37/duckdb:vortex-file-compressed	22072928	22173803	1.00
clickbench_q38/duckdb:vortex-file-compressed 🚀	22265065	25045986	0.89
clickbench_q39/duckdb:vortex-file-compressed	41906575	41083205	1.02
clickbench_q40/duckdb:vortex-file-compressed 🚀	20262071	25336702	0.80
clickbench_q41/duckdb:vortex-file-compressed 🚀	20251050	23456669	0.86
clickbench_q42/duckdb:vortex-file-compressed	21819471	22056411	0.99

duckdb / parquet (1.002x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	28190461	28709668	0.98
clickbench_q01/duckdb:parquet	27259662	28021897	0.97
clickbench_q02/duckdb:parquet	48224467	48177129	1.00
clickbench_q03/duckdb:parquet	39913742	40171665	0.99
clickbench_q04/duckdb:parquet	209532163	209010189	1.00
clickbench_q05/duckdb:parquet	276458543	272065211	1.02
clickbench_q06/duckdb:parquet	45978108	47753684	0.96
clickbench_q07/duckdb:parquet	30074655	30150579	1.00
clickbench_q08/duckdb:parquet	271928095	274252665	0.99
clickbench_q09/duckdb:parquet	402786522	408580622	0.99
clickbench_q10/duckdb:parquet	84080901	83293038	1.01
clickbench_q11/duckdb:parquet	100341994	100206714	1.00
clickbench_q12/duckdb:parquet	294140488	299399182	0.98
clickbench_q13/duckdb:parquet	492709528	494360507	1.00
clickbench_q14/duckdb:parquet	333949090	332621079	1.00
clickbench_q15/duckdb:parquet	264509253	260604693	1.01
clickbench_q16/duckdb:parquet	658896514	679307102	0.97
clickbench_q17/duckdb:parquet	556492893	552259563	1.01
clickbench_q18/duckdb:parquet	1106576102	1125388913	0.98
clickbench_q19/duckdb:parquet	26582131	26203091	1.01
clickbench_q20/duckdb:parquet	432299402	434420616	1.00
clickbench_q21/duckdb:parquet	552110367	551644414	1.00
clickbench_q22/duckdb:parquet	946340658	940052730	1.01
clickbench_q23/duckdb:parquet	312051736	313190786	1.00
clickbench_q24/duckdb:parquet	67503772	70245238	0.96
clickbench_q25/duckdb:parquet	158331602	158007268	1.00
clickbench_q26/duckdb:parquet	50246881	48495814	1.04
clickbench_q27/duckdb:parquet	659043050	657060071	1.00
clickbench_q28/duckdb:parquet	4916709526	4883969396	1.01
clickbench_q29/duckdb:parquet	41578017	40668666	1.02
clickbench_q30/duckdb:parquet	304565261	303875159	1.00
clickbench_q31/duckdb:parquet	366194902	363128300	1.01
clickbench_q32/duckdb:parquet	1244418191	1218912940	1.02
clickbench_q33/duckdb:parquet	1264904053	1336806462	0.95
clickbench_q34/duckdb:parquet	1331680829	1367511158	0.97
clickbench_q35/duckdb:parquet	373172103	362845125	1.03
clickbench_q36/duckdb:parquet	45912690	45237390	1.01
clickbench_q37/duckdb:parquet	32347633	33468448	0.97
clickbench_q38/duckdb:parquet	34330811	33646558	1.02
clickbench_q39/duckdb:parquet 🚨	90537079	76877720	1.18
clickbench_q40/duckdb:parquet	19498212	19082581	1.02
clickbench_q41/duckdb:parquet	19120074	17744110	1.08
clickbench_q42/duckdb:parquet	20913720	22156569	0.94

duckdb / duckdb (1.022x ➖, 0↑ 3↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18206922	18810771	0.97
clickbench_q01/duckdb:duckdb	33541020	32141429	1.04
clickbench_q02/duckdb:duckdb	46670243	45841399	1.02
clickbench_q03/duckdb:duckdb	47690197	47533001	1.00
clickbench_q04/duckdb:duckdb	195632138	191812989	1.02
clickbench_q05/duckdb:duckdb	272505889	271806044	1.00
clickbench_q06/duckdb:duckdb	35994044	35948586	1.00
clickbench_q07/duckdb:duckdb	36160299	35112452	1.03
clickbench_q08/duckdb:duckdb	258995778	257521216	1.01
clickbench_q09/duckdb:duckdb	380711245	376941421	1.01
clickbench_q10/duckdb:duckdb	99053185	101049493	0.98
clickbench_q11/duckdb:duckdb	108801631	110586781	0.98
clickbench_q12/duckdb:duckdb	244700624	249485156	0.98
clickbench_q13/duckdb:duckdb	526940278	481271653	1.09
clickbench_q14/duckdb:duckdb	286672797	280699456	1.02
clickbench_q15/duckdb:duckdb	225684952	221891672	1.02
clickbench_q16/duckdb:duckdb	678432366	654687935	1.04
clickbench_q17/duckdb:duckdb	565892558	559378308	1.01
clickbench_q18/duckdb:duckdb	1294392280	1195510957	1.08
clickbench_q19/duckdb:duckdb	34971776	35488520	0.99
clickbench_q20/duckdb:duckdb 🚨	1060330017	839126097	1.26
clickbench_q21/duckdb:duckdb 🚨	1123000738	935259228	1.20
clickbench_q22/duckdb:duckdb	1115602483	1106603884	1.01
clickbench_q23/duckdb:duckdb	263388460	265739220	0.99
clickbench_q24/duckdb:duckdb	60123852	62199488	0.97
clickbench_q25/duckdb:duckdb	145101360	142713581	1.02
clickbench_q26/duckdb:duckdb	60528919	60992510	0.99
clickbench_q27/duckdb:duckdb 🚨	1122323478	937508477	1.20
clickbench_q28/duckdb:duckdb	4636114726	4712250995	0.98
clickbench_q29/duckdb:duckdb	49757697	48483741	1.03
clickbench_q30/duckdb:duckdb	265623960	267213331	0.99
clickbench_q31/duckdb:duckdb	433078983	447925343	0.97
clickbench_q32/duckdb:duckdb	1430236080	1559167207	0.92
clickbench_q33/duckdb:duckdb	1944405597	1873200298	1.04
clickbench_q34/duckdb:duckdb	2003159948	1973492658	1.02
clickbench_q35/duckdb:duckdb	294455402	278722292	1.06
clickbench_q36/duckdb:duckdb	42325198	40307594	1.05
clickbench_q37/duckdb:duckdb	30570230	32021077	0.95
clickbench_q38/duckdb:duckdb	32625102	31583456	1.03
clickbench_q39/duckdb:duckdb	67107518	63554378	1.06
clickbench_q40/duckdb:duckdb	31861721	32065670	0.99
clickbench_q41/duckdb:duckdb	30843417	30451930	1.01
clickbench_q42/duckdb:duckdb	31925068	31816750	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+11.9%	-1.3%	+13.3%	+753.0%	➖ noise
0	duckdb:duckdb	-3.2%	-1.3%	-2.0%	+287.4%	➖ noise
0	duckdb:vortex-file-compressed	+0.1%	-1.3%	+1.4%	+468.3%	➖ noise
1	datafusion:vortex-file-compressed	-4.9%	-2.7%	-2.3%	+26.5%	➖ noise
1	duckdb:duckdb	+4.4%	-2.7%	+7.2%	+61.0%	➖ noise
1	duckdb:vortex-file-compressed	-1.5%	-2.7%	+1.2%	+24.2%	➖ noise
2	datafusion:vortex-file-compressed	+7.6%	-0.9%	+8.5%	+11.0%	➖ noise
2	duckdb:duckdb	+1.8%	-0.9%	+2.7%	+19.7%	➖ noise
2	duckdb:vortex-file-compressed	+7.2%	-0.9%	+8.1%	+14.4%	➖ noise
3	datafusion:vortex-file-compressed	+1.9%	-0.6%	+2.5%	+136.8%	➖ noise
3	duckdb:duckdb	+0.3%	-0.6%	+1.0%	+43.9%	➖ noise
3	duckdb:vortex-file-compressed	+0.1%	-0.6%	+0.7%	+59.2%	➖ noise
4	datafusion:vortex-file-compressed	+2.3%	+0.7%	+1.6%	+10.0%	➖ noise
4	duckdb:duckdb	+2.0%	+0.7%	+1.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.4%	+0.7%	-0.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-3.4%	+2.6%	-5.9%	+10.0%	➖ noise
5	duckdb:duckdb	+0.3%	+2.6%	-2.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.4%	+2.6%	-1.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.0%	+4.0%	-2.9%	+38.4%	➖ noise
6	duckdb:duckdb	+0.1%	+4.0%	-3.7%	+25.1%	➖ noise
6	duckdb:vortex-file-compressed	-1.0%	+4.0%	-4.8%	+15.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.6%	+1.5%	-2.1%	+11.2%	➖ noise
7	duckdb:duckdb	+3.0%	+1.5%	+1.4%	+10.9%	➖ noise
7	duckdb:vortex-file-compressed	-3.5%	+1.5%	-5.0%	+30.1%	➖ noise
8	datafusion:vortex-file-compressed	-0.4%	+1.7%	-2.0%	+10.0%	➖ noise
8	duckdb:duckdb	+0.6%	+1.7%	-1.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.0%	+1.7%	-1.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.2%	+0.4%	+2.8%	+10.0%	➖ noise
9	duckdb:duckdb	+1.0%	+0.4%	+0.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.4%	+0.4%	+0.9%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.5%	+2.0%	-3.5%	+10.0%	➖ noise
10	duckdb:duckdb	-2.0%	+2.0%	-3.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.2%	+2.0%	-0.8%	+10.3%	➖ noise
11	datafusion:vortex-file-compressed	-2.4%	+1.6%	-3.9%	+10.0%	➖ noise
11	duckdb:duckdb	-1.6%	+1.6%	-3.2%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.9%	+1.6%	-0.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-0.9%	-3.2%	+2.4%	+10.0%	➖ noise
12	duckdb:duckdb	-1.9%	-3.2%	+1.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+3.7%	-3.2%	+7.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+2.1%	-0.1%	+2.2%	+10.0%	➖ noise
13	duckdb:duckdb	+9.5%	-0.1%	+9.6%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.1%	-0.1%	-2.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+0.3%	+0.2%	+0.1%	+10.0%	➖ noise
14	duckdb:duckdb	+2.1%	+0.2%	+2.0%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+4.5%	+0.2%	+4.3%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.4%	+0.1%	+1.4%	+10.0%	➖ noise
15	duckdb:duckdb	+1.7%	+0.1%	+1.6%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.2%	+0.1%	-1.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+2.8%	-2.3%	+5.3%	+10.0%	➖ noise
16	duckdb:duckdb	+3.6%	-2.3%	+6.1%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-3.9%	-2.3%	-1.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.4%	+0.4%	+1.0%	+10.0%	➖ noise
17	duckdb:duckdb	+1.2%	+0.4%	+0.8%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.2%	+0.4%	-0.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.7%	-1.7%	+3.5%	+10.0%	➖ noise
18	duckdb:duckdb	+8.3%	-1.7%	+10.2%	+10.0%	🚨 regression
18	duckdb:vortex-file-compressed	+0.5%	-1.7%	+2.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+15.6%	+1.4%	+14.0%	+30.0%	➖ noise
19	duckdb:duckdb	-1.5%	+1.4%	-2.8%	+13.3%	➖ noise
19	duckdb:vortex-file-compressed	-0.3%	+1.4%	-1.7%	+12.2%	➖ noise
20	datafusion:vortex-file-compressed	+1.0%	-1.6%	+2.7%	+204.9%	➖ noise
20	duckdb:duckdb	+26.4%	-1.6%	+28.5%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+3.9%	-1.6%	+5.6%	+47.7%	➖ noise
21	datafusion:vortex-file-compressed	-1.6%	-0.1%	-1.5%	+10.0%	➖ noise
21	duckdb:duckdb	+20.1%	-0.1%	+20.2%	+10.0%	🚨 regression
21	duckdb:vortex-file-compressed	+3.0%	-0.1%	+3.1%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.4%	+1.4%	-0.0%	+14.0%	➖ noise
22	duckdb:duckdb	+0.8%	+1.4%	-0.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-20.8%	+1.4%	-21.9%	+10.0%	✅ faster
23	datafusion:vortex-file-compressed	+3.4%	-0.2%	+3.5%	+46.7%	➖ noise
23	duckdb:duckdb	-0.9%	-0.2%	-0.7%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-5.0%	-0.2%	-4.9%	+12.2%	➖ noise
24	datafusion:vortex-file-compressed	+5.4%	+2.1%	+3.2%	+10.0%	➖ noise
24	duckdb:duckdb	-3.3%	+2.1%	-5.4%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-11.0%	+2.1%	-12.9%	+10.0%	✅ faster
25	datafusion:vortex-file-compressed	+3.6%	-0.1%	+3.7%	+10.0%	➖ noise
25	duckdb:duckdb	+1.7%	-0.1%	+1.8%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-0.4%	-0.1%	-0.3%	+10.7%	➖ noise
26	datafusion:vortex-file-compressed	-8.4%	+1.7%	-9.9%	+10.8%	✅ faster
26	duckdb:duckdb	-0.8%	+1.7%	-2.4%	+13.7%	➖ noise
26	duckdb:vortex-file-compressed	-13.5%	+1.7%	-15.0%	+31.4%	➖ noise
27	datafusion:vortex-file-compressed	+1.0%	-0.0%	+1.1%	+10.0%	➖ noise
27	duckdb:duckdb	+19.7%	-0.0%	+19.8%	+10.0%	🚨 regression
27	duckdb:vortex-file-compressed	+3.2%	-0.0%	+3.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+3.2%	+1.5%	+1.7%	+10.0%	➖ noise
28	duckdb:duckdb	-1.6%	+1.5%	-3.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.1%	+1.5%	-1.4%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-2.4%	-1.5%	-0.9%	+10.0%	➖ noise
29	duckdb:duckdb	+2.6%	-1.5%	+4.2%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+2.6%	-1.5%	+4.2%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	-0.2%	+1.9%	-2.1%	+10.0%	➖ noise
30	duckdb:duckdb	-0.6%	+1.9%	-2.4%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-1.2%	+1.9%	-3.0%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.2%	+3.3%	-2.1%	+10.0%	➖ noise
31	duckdb:duckdb	-3.3%	+3.3%	-6.4%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-0.1%	+3.3%	-3.3%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+3.5%	+0.4%	+3.1%	+18.4%	➖ noise
32	duckdb:duckdb	-8.3%	+0.4%	-8.6%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+4.4%	+0.4%	+4.0%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+0.9%	-2.8%	+3.8%	+10.0%	➖ noise
33	duckdb:duckdb	+3.8%	-2.8%	+6.8%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-4.5%	-2.8%	-1.8%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.4%	-0.5%	+0.9%	+10.0%	➖ noise
34	duckdb:duckdb	+1.5%	-0.5%	+2.0%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+3.3%	-0.5%	+3.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-3.0%	+2.2%	-5.1%	+10.0%	➖ noise
35	duckdb:duckdb	+5.6%	+2.2%	+3.4%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-1.1%	+2.2%	-3.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+7.1%	+0.5%	+6.5%	+10.0%	➖ noise
36	duckdb:duckdb	+5.0%	+0.5%	+4.4%	+14.4%	➖ noise
36	duckdb:vortex-file-compressed	-6.7%	+0.5%	-7.2%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-0.4%	-2.0%	+1.7%	+10.0%	➖ noise
37	duckdb:duckdb	-4.5%	-2.0%	-2.5%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-0.5%	-2.0%	+1.6%	+13.1%	➖ noise
38	datafusion:vortex-file-compressed	-0.5%	+0.7%	-1.2%	+10.0%	➖ noise
38	duckdb:duckdb	+3.3%	+0.7%	+2.5%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-11.1%	+0.7%	-11.8%	+28.4%	➖ noise
39	datafusion:vortex-file-compressed	-1.1%	+9.9%	-10.0%	+10.0%	✅ faster
39	duckdb:duckdb	+5.6%	+9.9%	-4.0%	+18.5%	➖ noise
39	duckdb:vortex-file-compressed	+2.0%	+9.9%	-7.2%	+19.4%	➖ noise
40	datafusion:vortex-file-compressed	+1.2%	+3.1%	-1.9%	+10.0%	➖ noise
40	duckdb:duckdb	-0.6%	+3.1%	-3.6%	+10.2%	➖ noise
40	duckdb:vortex-file-compressed	-20.0%	+3.1%	-22.4%	+10.3%	✅ faster
41	datafusion:vortex-file-compressed	-1.8%	+3.5%	-5.1%	+10.1%	➖ noise
41	duckdb:duckdb	+1.3%	+3.5%	-2.1%	+11.1%	➖ noise
41	duckdb:vortex-file-compressed	-13.7%	+3.5%	-16.6%	+13.6%	✅ faster
42	datafusion:vortex-file-compressed	-0.5%	-2.8%	+2.3%	+11.3%	➖ noise
42	duckdb:duckdb	+0.3%	-2.8%	+3.3%	+11.8%	➖ noise
42	duckdb:vortex-file-compressed	-1.1%	-2.8%	+1.8%	+13.4%	➖ noise

github-actions · 2026-05-14T20:54:31Z

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 · 2026-05-14T20:55:02Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.3%
Vortex (geomean): 1.011x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish +1.2%

datafusion / vortex-file-compressed (0.983x ➖, 2↑ 2↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	414397867	341817606	1.21
tpch_q02/datafusion:vortex-file-compressed	630469194	496900057	1.27
tpch_q03/datafusion:vortex-file-compressed 🚨	608476890	412161170	1.48
tpch_q04/datafusion:vortex-file-compressed	260962206	298074757	0.88
tpch_q05/datafusion:vortex-file-compressed	638362099	510961031	1.25
tpch_q06/datafusion:vortex-file-compressed	421782537	386190568	1.09
tpch_q07/datafusion:vortex-file-compressed	597683087	523340150	1.14
tpch_q08/datafusion:vortex-file-compressed	763377416	717383672	1.06
tpch_q09/datafusion:vortex-file-compressed 🚨	697210638	530684435	1.31
tpch_q10/datafusion:vortex-file-compressed	700886118	714628549	0.98
tpch_q11/datafusion:vortex-file-compressed	387014377	400212927	0.97
tpch_q12/datafusion:vortex-file-compressed	500134632	489186433	1.02
tpch_q13/datafusion:vortex-file-compressed	160870019	181398100	0.89
tpch_q14/datafusion:vortex-file-compressed 🚀	296223595	528025166	0.56
tpch_q15/datafusion:vortex-file-compressed	555852837	661886097	0.84
tpch_q16/datafusion:vortex-file-compressed	236510397	291234360	0.81
tpch_q17/datafusion:vortex-file-compressed	422767293	509564978	0.83
tpch_q18/datafusion:vortex-file-compressed	304046276	414417226	0.73
tpch_q19/datafusion:vortex-file-compressed 🚀	427076106	613518456	0.70
tpch_q20/datafusion:vortex-file-compressed	490991898	493862284	0.99
tpch_q21/datafusion:vortex-file-compressed	620234430	603941478	1.03
tpch_q22/datafusion:vortex-file-compressed	130522623	117981501	1.11

datafusion / vortex-compact (1.120x ➖, 1↑ 5↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	354491587	246072158	1.44
tpch_q02/datafusion:vortex-compact	472502788	403731193	1.17
tpch_q03/datafusion:vortex-compact	520771700	405144053	1.29
tpch_q04/datafusion:vortex-compact	306996861	256745899	1.20
tpch_q05/datafusion:vortex-compact	429812798	498328810	0.86
tpch_q06/datafusion:vortex-compact 🚀	284669491	409451451	0.70
tpch_q07/datafusion:vortex-compact	415329210	457197507	0.91
tpch_q08/datafusion:vortex-compact	463076022	535944025	0.86
tpch_q09/datafusion:vortex-compact	386669437	379532313	1.02
tpch_q10/datafusion:vortex-compact	415232710	435641630	0.95
tpch_q11/datafusion:vortex-compact	281586486	275996800	1.02
tpch_q12/datafusion:vortex-compact 🚨	849965483	426361682	1.99
tpch_q13/datafusion:vortex-compact 🚨	307188424	143068445	2.15
tpch_q14/datafusion:vortex-compact	363244223	409600369	0.89
tpch_q15/datafusion:vortex-compact	557019016	575699047	0.97
tpch_q16/datafusion:vortex-compact	194008680	182808761	1.06
tpch_q17/datafusion:vortex-compact 🚨	548276306	418737935	1.31
tpch_q18/datafusion:vortex-compact	379489826	329361203	1.15
tpch_q19/datafusion:vortex-compact	641765901	512682380	1.25
tpch_q20/datafusion:vortex-compact 🚨	656826703	452697036	1.45
tpch_q21/datafusion:vortex-compact	681375322	535388669	1.27
tpch_q22/datafusion:vortex-compact	140977557	189887217	0.74

datafusion / parquet (0.990x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	236629952	280522683	0.84
tpch_q02/datafusion:parquet	423059273	403144287	1.05
tpch_q03/datafusion:parquet	315865912	443555374	0.71
tpch_q04/datafusion:parquet	207964068	286909310	0.72
tpch_q05/datafusion:parquet	457520677	461257892	0.99
tpch_q06/datafusion:parquet	134515641	191683880	0.70
tpch_q07/datafusion:parquet	474762078	478600119	0.99
tpch_q08/datafusion:parquet	598493725	558937679	1.07
tpch_q09/datafusion:parquet	542467650	519669259	1.04
tpch_q10/datafusion:parquet	562115696	539070776	1.04
tpch_q11/datafusion:parquet	361349239	338337772	1.07
tpch_q12/datafusion:parquet	237223469	234504906	1.01
tpch_q13/datafusion:parquet	439714811	430330721	1.02
tpch_q14/datafusion:parquet 🚨	222395926	170303498	1.31
tpch_q15/datafusion:parquet	319128807	298355685	1.07
tpch_q16/datafusion:parquet	167439640	182462878	0.92
tpch_q17/datafusion:parquet	401066840	358224069	1.12
tpch_q18/datafusion:parquet	503164630	431069332	1.17
tpch_q19/datafusion:parquet	457757414	374706526	1.22
tpch_q20/datafusion:parquet	391679718	369341591	1.06
tpch_q21/datafusion:parquet	618629364	620645222	1.00
tpch_q22/datafusion:parquet	115429314	125581767	0.92

duckdb / vortex-file-compressed (0.993x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	286535929	296849986	0.97
tpch_q02/duckdb:vortex-file-compressed	1001365901	1144235036	0.88
tpch_q03/duckdb:vortex-file-compressed	707822633	804094121	0.88
tpch_q04/duckdb:vortex-file-compressed 🚨	554658078	372999580	1.49
tpch_q05/duckdb:vortex-file-compressed	966187921	943600251	1.02
tpch_q06/duckdb:vortex-file-compressed	453067645	383358001	1.18
tpch_q07/duckdb:vortex-file-compressed	875332122	891882721	0.98
tpch_q08/duckdb:vortex-file-compressed	1178277663	1186645813	0.99
tpch_q09/duckdb:vortex-file-compressed	876330455	921068535	0.95
tpch_q10/duckdb:vortex-file-compressed	841315612	898428689	0.94
tpch_q11/duckdb:vortex-file-compressed	553765435	540634232	1.02
tpch_q12/duckdb:vortex-file-compressed	491667979	446679756	1.10
tpch_q13/duckdb:vortex-file-compressed	505686223	474193500	1.07
tpch_q14/duckdb:vortex-file-compressed	523564030	523359151	1.00
tpch_q15/duckdb:vortex-file-compressed	275387208	309658697	0.89
tpch_q16/duckdb:vortex-file-compressed	396654731	417569924	0.95
tpch_q17/duckdb:vortex-file-compressed	773715309	772293211	1.00
tpch_q18/duckdb:vortex-file-compressed	558981281	653578876	0.86
tpch_q19/duckdb:vortex-file-compressed	537840810	508343383	1.06
tpch_q20/duckdb:vortex-file-compressed	790747655	1032500550	0.77
tpch_q21/duckdb:vortex-file-compressed	1134911914	1134130971	1.00
tpch_q22/duckdb:vortex-file-compressed	388880998	371563617	1.05

duckdb / vortex-compact (0.954x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	285905559	321511006	0.89
tpch_q02/duckdb:vortex-compact	1041927379	965277212	1.08
tpch_q03/duckdb:vortex-compact	695629496	637798389	1.09
tpch_q04/duckdb:vortex-compact	357195946	376529897	0.95
tpch_q05/duckdb:vortex-compact	998747442	896884745	1.11
tpch_q06/duckdb:vortex-compact	495066255	439799085	1.13
tpch_q07/duckdb:vortex-compact	916710002	941133710	0.97
tpch_q08/duckdb:vortex-compact	960978275	1066838788	0.90
tpch_q09/duckdb:vortex-compact	884612825	919223480	0.96
tpch_q10/duckdb:vortex-compact	716956055	806466382	0.89
tpch_q11/duckdb:vortex-compact	480322762	525889761	0.91
tpch_q12/duckdb:vortex-compact	471656771	492042012	0.96
tpch_q13/duckdb:vortex-compact	448363398	451590653	0.99
tpch_q14/duckdb:vortex-compact	498564663	482633155	1.03
tpch_q15/duckdb:vortex-compact	282866571	349383397	0.81
tpch_q16/duckdb:vortex-compact	333508753	393230179	0.85
tpch_q17/duckdb:vortex-compact	603237346	685782901	0.88
tpch_q18/duckdb:vortex-compact	529860027	535668927	0.99
tpch_q19/duckdb:vortex-compact	556410638	508184015	1.09
tpch_q20/duckdb:vortex-compact	826125729	941628636	0.88
tpch_q21/duckdb:vortex-compact	1088489694	1268886042	0.86
tpch_q22/duckdb:vortex-compact	380966693	444663310	0.86

duckdb / parquet (1.006x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	501464870	462868169	1.08
tpch_q02/duckdb:parquet	1002622834	1160163931	0.86
tpch_q03/duckdb:parquet	1044183972	1066483027	0.98
tpch_q04/duckdb:parquet	675012169	672706012	1.00
tpch_q05/duckdb:parquet 🚨	1617803810	1228932375	1.32
tpch_q06/duckdb:parquet	452699214	402670142	1.12
tpch_q07/duckdb:parquet	1203783043	1298312771	0.93
tpch_q08/duckdb:parquet	1507012344	1743878291	0.86
tpch_q09/duckdb:parquet	1385095788	1586287246	0.87
tpch_q10/duckdb:parquet	1419864841	1427731530	0.99
tpch_q11/duckdb:parquet	778238310	755590526	1.03
tpch_q12/duckdb:parquet	757228897	723840246	1.05
tpch_q13/duckdb:parquet	966674367	939290258	1.03
tpch_q14/duckdb:parquet	704337769	718391289	0.98
tpch_q15/duckdb:parquet	609534977	526365176	1.16
tpch_q16/duckdb:parquet	704282870	706586067	1.00
tpch_q17/duckdb:parquet	769914896	893246756	0.86
tpch_q18/duckdb:parquet	912712493	876796685	1.04
tpch_q19/duckdb:parquet	883620932	880966850	1.00
tpch_q20/duckdb:parquet	1249021389	1180632993	1.06
tpch_q21/duckdb:parquet	1110046233	1102297514	1.01
tpch_q22/duckdb:parquet	579876613	583945870	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+44.1%	-4.4%	+50.7%	+70.8%	➖ noise
1	datafusion:vortex-file-compressed	+21.2%	-4.4%	+26.8%	+64.5%	➖ noise
1	duckdb:vortex-compact	-11.1%	-4.4%	-7.0%	+38.9%	➖ noise
1	duckdb:vortex-file-compressed	-3.5%	-4.4%	+1.0%	+94.8%	➖ noise
2	datafusion:vortex-compact	+17.0%	-4.8%	+22.9%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+26.9%	-4.8%	+33.2%	+30.0%	🚨 regression
2	duckdb:vortex-compact	+7.9%	-4.8%	+13.3%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-12.5%	-4.8%	-8.1%	+30.0%	➖ noise
3	datafusion:vortex-compact	+28.5%	-16.5%	+53.9%	+46.2%	🚨 regression
3	datafusion:vortex-file-compressed	+47.6%	-16.5%	+76.8%	+52.9%	🚨 regression
3	duckdb:vortex-compact	+9.1%	-16.5%	+30.6%	+30.8%	➖ noise
3	duckdb:vortex-file-compressed	-12.0%	-16.5%	+5.4%	+39.7%	➖ noise
4	datafusion:vortex-compact	+19.6%	-14.7%	+40.2%	+37.9%	🚨 regression
4	datafusion:vortex-file-compressed	-12.5%	-14.7%	+2.7%	+47.4%	➖ noise
4	duckdb:vortex-compact	-5.1%	-14.7%	+11.2%	+52.3%	➖ noise
4	duckdb:vortex-file-compressed	+48.7%	-14.7%	+74.4%	+48.8%	🚨 regression
5	datafusion:vortex-compact	-13.7%	+14.3%	-24.5%	+31.0%	✅ faster
5	datafusion:vortex-file-compressed	+24.9%	+14.3%	+9.3%	+36.2%	➖ noise
5	duckdb:vortex-compact	+11.4%	+14.3%	-2.5%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.4%	+14.3%	-10.4%	+30.0%	➖ noise
6	datafusion:vortex-compact	-30.5%	-11.2%	-21.7%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+9.2%	-11.2%	+23.0%	+38.5%	➖ noise
6	duckdb:vortex-compact	+12.6%	-11.2%	+26.7%	+34.9%	➖ noise
6	duckdb:vortex-file-compressed	+18.2%	-11.2%	+33.1%	+30.5%	🚨 regression
7	datafusion:vortex-compact	-9.2%	-4.1%	-5.3%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+14.2%	-4.1%	+19.1%	+35.8%	➖ noise
7	duckdb:vortex-compact	-2.6%	-4.1%	+1.6%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.9%	-4.1%	+2.3%	+30.0%	➖ noise
8	datafusion:vortex-compact	-13.6%	-3.8%	-10.2%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+6.4%	-3.8%	+10.6%	+35.7%	➖ noise
8	duckdb:vortex-compact	-9.9%	-3.8%	-6.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.7%	-3.8%	+3.2%	+30.0%	➖ noise
9	datafusion:vortex-compact	+1.9%	-4.5%	+6.7%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+31.4%	-4.5%	+37.6%	+30.0%	🚨 regression
9	duckdb:vortex-compact	-3.8%	-4.5%	+0.8%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.9%	-4.5%	-0.3%	+30.0%	➖ noise
10	datafusion:vortex-compact	-4.7%	+1.8%	-6.4%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.9%	+1.8%	-3.7%	+32.8%	➖ noise
10	duckdb:vortex-compact	-11.1%	+1.8%	-12.7%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-6.4%	+1.8%	-8.0%	+30.0%	➖ noise
11	datafusion:vortex-compact	+2.0%	+4.9%	-2.7%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.3%	+4.9%	-7.8%	+34.1%	➖ noise
11	duckdb:vortex-compact	-8.7%	+4.9%	-12.9%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.4%	+4.9%	-2.3%	+30.0%	➖ noise
12	datafusion:vortex-compact	+99.4%	+2.9%	+93.8%	+30.0%	🚨 regression
12	datafusion:vortex-file-compressed	+2.2%	+2.9%	-0.6%	+30.0%	➖ noise
12	duckdb:vortex-compact	-4.1%	+2.9%	-6.8%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+10.1%	+2.9%	+7.0%	+30.0%	➖ noise
13	datafusion:vortex-compact	+114.7%	+2.5%	+109.4%	+45.8%	🚨 regression
13	datafusion:vortex-file-compressed	-11.3%	+2.5%	-13.5%	+43.3%	➖ noise
13	duckdb:vortex-compact	-0.7%	+2.5%	-3.2%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	+6.6%	+2.5%	+4.0%	+30.0%	➖ noise
14	datafusion:vortex-compact	-11.3%	+13.2%	-21.6%	+40.0%	➖ noise
14	datafusion:vortex-file-compressed	-43.9%	+13.2%	-50.4%	+30.2%	✅ faster
14	duckdb:vortex-compact	+3.3%	+13.2%	-8.7%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.0%	+13.2%	-11.6%	+30.0%	➖ noise
15	datafusion:vortex-compact	-3.2%	+11.3%	-13.1%	+30.8%	➖ noise
15	datafusion:vortex-file-compressed	-16.0%	+11.3%	-24.5%	+30.0%	✅ faster
15	duckdb:vortex-compact	-19.0%	+11.3%	-27.3%	+30.0%	✅ faster
15	duckdb:vortex-file-compressed	-11.1%	+11.3%	-20.1%	+30.0%	➖ noise
16	datafusion:vortex-compact	+6.1%	-4.4%	+11.0%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-18.8%	-4.4%	-15.1%	+31.2%	➖ noise
16	duckdb:vortex-compact	-15.2%	-4.4%	-11.3%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-5.0%	-4.4%	-0.7%	+30.0%	➖ noise
17	datafusion:vortex-compact	+30.9%	-1.8%	+33.3%	+30.0%	🚨 regression
17	datafusion:vortex-file-compressed	-17.0%	-1.8%	-15.5%	+30.0%	➖ noise
17	duckdb:vortex-compact	-12.0%	-1.8%	-10.5%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.2%	-1.8%	+2.0%	+30.0%	➖ noise
18	datafusion:vortex-compact	+15.2%	+10.2%	+4.5%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-26.6%	+10.2%	-33.4%	+30.0%	✅ faster
18	duckdb:vortex-compact	-1.1%	+10.2%	-10.3%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-14.5%	+10.2%	-22.4%	+30.0%	➖ noise
19	datafusion:vortex-compact	+25.2%	+10.7%	+13.1%	+32.8%	➖ noise
19	datafusion:vortex-file-compressed	-30.4%	+10.7%	-37.1%	+30.0%	✅ faster
19	duckdb:vortex-compact	+9.5%	+10.7%	-1.1%	+33.1%	➖ noise
19	duckdb:vortex-file-compressed	+5.8%	+10.7%	-4.4%	+30.0%	➖ noise
20	datafusion:vortex-compact	+45.1%	+5.9%	+37.0%	+35.0%	🚨 regression
20	datafusion:vortex-file-compressed	-0.6%	+5.9%	-6.1%	+30.0%	➖ noise
20	duckdb:vortex-compact	-12.3%	+5.9%	-17.2%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-23.4%	+5.9%	-27.7%	+30.0%	✅ faster
21	datafusion:vortex-compact	+27.3%	+0.2%	+27.0%	+35.5%	➖ noise
21	datafusion:vortex-file-compressed	+2.7%	+0.2%	+2.5%	+30.0%	➖ noise
21	duckdb:vortex-compact	-14.2%	+0.2%	-14.4%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.1%	+0.2%	-0.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	-25.8%	-4.5%	-22.3%	+56.2%	➖ noise
22	datafusion:vortex-file-compressed	+10.6%	-4.5%	+15.8%	+43.1%	➖ noise
22	duckdb:vortex-compact	-14.3%	-4.5%	-10.3%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+4.7%	-4.5%	+9.5%	+31.3%	➖ noise

github-actions · 2026-05-14T20:58:33Z

Benchmarks: Compression

Vortex (geomean): 0.988x ➖
Parquet (geomean): 0.978x ➖

unknown / unknown (0.971x ➖, 12↑ 2↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
compress time/Arade	1150705018	1199373791	0.96
compress time/Bimbo	6731581836	7272378576	0.93
compress time/CMSprovider	2854509372	2989396660	0.95
compress time/Euro2016	421112491	446114990	0.94
compress time/Food	383106733	409250985	0.94
compress time/HashTags	824030355	832103964	0.99
compress time/TPC-H l_comment canonical	1296501869	1345869393	0.96
compress time/TPC-H l_comment chunked	1291983508	1349409919	0.96
compress time/taxi	717842929	741154393	0.97
compress time/wide table cols=100 chunks=1 rows=1000 🚀	11338261	13650538	0.83
compress time/wide table cols=100 chunks=50 rows=1000	11568097	12458528	0.93
compress time/wide table cols=1000 chunks=1 rows=1000	132905258	136084135	0.98
compress time/wide table cols=1000 chunks=50 rows=1000	131072735	130793815	1.00
compress time/wide table cols=10000 chunks=1 rows=1000	1469076914	1478322727	0.99
compress time/wide table cols=10000 chunks=50 rows=1000	1460811536	1490633176	0.98
decompress time/Arade	26277238	27757911	0.95
decompress time/Bimbo 🚀	77668231	87431173	0.89
decompress time/CMSprovider 🚀	76697103	89675098	0.86
decompress time/Euro2016 🚀	17285922	19936152	0.87
decompress time/Food 🚀	7630706	8930638	0.85
decompress time/HashTags	71615395	70014126	1.02
decompress time/TPC-H l_comment canonical	39204034	42216616	0.93
decompress time/TPC-H l_comment chunked	39750074	41275244	0.96
decompress time/taxi 🚀	14253363	16189481	0.88
decompress time/wide table cols=100 chunks=1 rows=1000	2677184	2915045	0.92
decompress time/wide table cols=100 chunks=50 rows=1000	2657908	2710505	0.98
decompress time/wide table cols=1000 chunks=1 rows=1000	24291372	25893089	0.94
decompress time/wide table cols=1000 chunks=50 rows=1000	23925499	26366275	0.91
decompress time/wide table cols=10000 chunks=1 rows=1000	253511600	281561974	0.90
decompress time/wide table cols=10000 chunks=50 rows=1000	262575594	270680281	0.97
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00
parquet_rs-zstd compress time/Arade	2593914909	2670054353	0.97
parquet_rs-zstd compress time/Bimbo	12406468227	13024615144	0.95
parquet_rs-zstd compress time/CMSprovider	6813210002	7153696189	0.95
parquet_rs-zstd compress time/Euro2016	1292987353	1377427187	0.94
parquet_rs-zstd compress time/Food	788357209	806907391	0.98
parquet_rs-zstd compress time/HashTags	2225257658	2309133479	0.96
parquet_rs-zstd compress time/TPC-H l_comment canonical	3202067115	3220711939	0.99
parquet_rs-zstd compress time/TPC-H l_comment chunked	3160462026	3207923073	0.99
parquet_rs-zstd compress time/taxi	1196868458	1214983838	0.99
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚀	6189603	7069250	0.88
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚀	6208738	7552495	0.82
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	77898437	77672005	1.00
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	76349459	78919010	0.97
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	774315095	810254540	0.96
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	770458318	823856974	0.94
parquet_rs-zstd decompress time/Arade	619788855	628809575	0.99
parquet_rs-zstd decompress time/Bimbo	1685100787	1710782223	0.98
parquet_rs-zstd decompress time/CMSprovider	1704513021	1736327724	0.98
parquet_rs-zstd decompress time/Euro2016	370587556	383733833	0.97
parquet_rs-zstd decompress time/Food	197729441	200390198	0.99
parquet_rs-zstd decompress time/HashTags	632929048	687862357	0.92
parquet_rs-zstd decompress time/TPC-H l_comment canonical	588599467	604548726	0.97
parquet_rs-zstd decompress time/TPC-H l_comment chunked	589564182	593271047	0.99
parquet_rs-zstd decompress time/taxi	244965612	246607480	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2783955	3014117	0.92
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2792682	2975862	0.94
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	33634835	33455611	1.01
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	33049748	35567177	0.93
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	341005135	351963572	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	341989834	351846351	0.97
vortex-file-compressed size/Arade	145363796	145363796	1.00
vortex-file-compressed size/Bimbo	468763332	468763332	1.00
vortex-file-compressed size/CMSprovider	417907812	417907812	1.00
vortex-file-compressed size/Euro2016	163497796	163394740	1.00
vortex-file-compressed size/Food	41926936	41926936	1.00
vortex-file-compressed size/HashTags	195647828	195647828	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087360	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087360	1.00
vortex-file-compressed size/taxi	52363948	52363948	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957648	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	0.99
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.97
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.01
vortex:parquet-zstd ratio compress time/Food	0	0	0.96
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.03
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	0.97
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.97
vortex:parquet-zstd ratio compress time/taxi	0	0	0.98
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	0.95
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000 🚨	1	1	1.13
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.97
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.04
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.04
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	0.96
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.90
vortex:parquet-zstd ratio decompress time/CMSprovider 🚀	0	0	0.87
vortex:parquet-zstd ratio decompress time/Euro2016 🚀	0	0	0.90
vortex:parquet-zstd ratio decompress time/Food 🚀	0	0	0.87
vortex:parquet-zstd ratio decompress time/HashTags 🚨	0	0	1.11
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	0.95
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.97
vortex:parquet-zstd ratio decompress time/taxi 🚀	0	0	0.89
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	0.99
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.04
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	0.93
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	0.93
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

github-actions · 2026-05-14T21:08:53Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.3%
Vortex (geomean): 0.992x ➖
Parquet (geomean): 1.005x ➖
Shifts: Parquet (control) +0.5% · Median polish -5.4%

datafusion / vortex-file-compressed (1.068x ➖, 0↑ 3↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	827428219	671017126	1.23
tpch_q02/datafusion:vortex-file-compressed 🚨	1092961353	731622751	1.49
tpch_q03/datafusion:vortex-file-compressed	1131729635	968985842	1.17
tpch_q04/datafusion:vortex-file-compressed	768389911	636240379	1.21
tpch_q05/datafusion:vortex-file-compressed	1262552607	1117924489	1.13
tpch_q06/datafusion:vortex-file-compressed	721564231	733834075	0.98
tpch_q07/datafusion:vortex-file-compressed	1118165214	1051435414	1.06
tpch_q08/datafusion:vortex-file-compressed	1282010157	1442712770	0.89
tpch_q09/datafusion:vortex-file-compressed	1486851236	1336060454	1.11
tpch_q10/datafusion:vortex-file-compressed	976884271	1272200031	0.77
tpch_q11/datafusion:vortex-file-compressed	553935630	551058729	1.01
tpch_q12/datafusion:vortex-file-compressed 🚨	2008226090	1010785755	1.99
tpch_q13/datafusion:vortex-file-compressed	498894949	494999993	1.01
tpch_q14/datafusion:vortex-file-compressed	732615227	654690272	1.12
tpch_q15/datafusion:vortex-file-compressed	1258024699	1234444660	1.02
tpch_q16/datafusion:vortex-file-compressed	594309256	621240029	0.96
tpch_q17/datafusion:vortex-file-compressed	1262798139	1168816591	1.08
tpch_q18/datafusion:vortex-file-compressed	1325509526	1400330885	0.95
tpch_q19/datafusion:vortex-file-compressed	795144286	1111397601	0.72
tpch_q20/datafusion:vortex-file-compressed	1160255414	1239067448	0.94
tpch_q21/datafusion:vortex-file-compressed	1725900904	1962927167	0.88
tpch_q22/datafusion:vortex-file-compressed 🚨	662248943	483377236	1.37

datafusion / vortex-compact (1.004x ➖, 1↑ 2↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	691241805	680119817	1.02
tpch_q02/datafusion:vortex-compact	640673215	756626882	0.85
tpch_q03/datafusion:vortex-compact	870382968	754350016	1.15
tpch_q04/datafusion:vortex-compact	628012813	622662441	1.01
tpch_q05/datafusion:vortex-compact 🚨	1273960030	905677635	1.41
tpch_q06/datafusion:vortex-compact	777563318	619400388	1.26
tpch_q07/datafusion:vortex-compact 🚨	1553288909	950352817	1.63
tpch_q08/datafusion:vortex-compact	1484154596	1275025389	1.16
tpch_q09/datafusion:vortex-compact	1356371597	1370988645	0.99
tpch_q10/datafusion:vortex-compact	1107211019	946370476	1.17
tpch_q11/datafusion:vortex-compact	390551262	466878204	0.84
tpch_q12/datafusion:vortex-compact	979964894	1088455520	0.90
tpch_q13/datafusion:vortex-compact	419951845	469606828	0.89
tpch_q14/datafusion:vortex-compact	690052810	652208311	1.06
tpch_q15/datafusion:vortex-compact	1234786117	1082922694	1.14
tpch_q16/datafusion:vortex-compact	327132809	437309187	0.75
tpch_q17/datafusion:vortex-compact	1208763814	1247682887	0.97
tpch_q18/datafusion:vortex-compact	1158110014	1101659445	1.05
tpch_q19/datafusion:vortex-compact	817208628	1081057786	0.76
tpch_q20/datafusion:vortex-compact 🚀	980107270	1427110697	0.69
tpch_q21/datafusion:vortex-compact	1656168335	1774886682	0.93
tpch_q22/datafusion:vortex-compact	717844496	772714434	0.93

datafusion / parquet (1.123x ➖, 0↑ 2↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	865974233	886082533	0.98
tpch_q02/datafusion:parquet 🚨	1269030848	699340079	1.81
tpch_q03/datafusion:parquet	992405787	1071878555	0.93
tpch_q04/datafusion:parquet	620671288	508996416	1.22
tpch_q05/datafusion:parquet	1183676624	1245514363	0.95
tpch_q06/datafusion:parquet	514504110	502538444	1.02
tpch_q07/datafusion:parquet	1677504904	1316211615	1.27
tpch_q08/datafusion:parquet	1627648797	1612567973	1.01
tpch_q09/datafusion:parquet	2021872705	1820765699	1.11
tpch_q10/datafusion:parquet	2538505267	2005884016	1.27
tpch_q11/datafusion:parquet	620870163	558419510	1.11
tpch_q12/datafusion:parquet	712665072	740547326	0.96
tpch_q13/datafusion:parquet	794975728	734291967	1.08
tpch_q14/datafusion:parquet	812474317	792355697	1.03
tpch_q15/datafusion:parquet	1302140762	1408463331	0.92
tpch_q16/datafusion:parquet 🚨	861230070	420056936	2.05
tpch_q17/datafusion:parquet	1493468821	1374656529	1.09
tpch_q18/datafusion:parquet	1625600562	1436861788	1.13
tpch_q19/datafusion:parquet	897597694	929667226	0.97
tpch_q20/datafusion:parquet	1164025150	1137160145	1.02
tpch_q21/datafusion:parquet	2139607729	1784846326	1.20
tpch_q22/datafusion:parquet	790929389	710985212	1.11

duckdb / vortex-file-compressed (0.962x ➖, 0↑ 1↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	652471658	714693096	0.91
tpch_q02/duckdb:vortex-file-compressed	1624006289	1338436801	1.21
tpch_q03/duckdb:vortex-file-compressed	983506355	1370452177	0.72
tpch_q04/duckdb:vortex-file-compressed	928347216	741685638	1.25
tpch_q05/duckdb:vortex-file-compressed	1116137767	1266683064	0.88
tpch_q06/duckdb:vortex-file-compressed	833021959	969788495	0.86
tpch_q07/duckdb:vortex-file-compressed	1310413703	1369434643	0.96
tpch_q08/duckdb:vortex-file-compressed	1714971195	1725543554	0.99
tpch_q09/duckdb:vortex-file-compressed	1594989187	1636664187	0.97
tpch_q10/duckdb:vortex-file-compressed	1299933532	1374134445	0.95
tpch_q11/duckdb:vortex-file-compressed	786873594	744365442	1.06
tpch_q12/duckdb:vortex-file-compressed	764384221	876929583	0.87
tpch_q13/duckdb:vortex-file-compressed	955627769	1247214299	0.77
tpch_q14/duckdb:vortex-file-compressed	883021736	923619009	0.96
tpch_q15/duckdb:vortex-file-compressed	665129443	725083909	0.92
tpch_q16/duckdb:vortex-file-compressed	532203056	671086649	0.79
tpch_q17/duckdb:vortex-file-compressed	1096900898	1075512276	1.02
tpch_q18/duckdb:vortex-file-compressed 🚨	1330790648	1006228701	1.32
tpch_q19/duckdb:vortex-file-compressed	770262973	781132599	0.99
tpch_q20/duckdb:vortex-file-compressed	1519299476	1407301590	1.08
tpch_q21/duckdb:vortex-file-compressed	2121092763	2296080889	0.92
tpch_q22/duckdb:vortex-file-compressed	739504087	750295289	0.99

duckdb / vortex-compact (0.940x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	626246458	641259206	0.98
tpch_q02/duckdb:vortex-compact	1152783456	1320803010	0.87
tpch_q03/duckdb:vortex-compact	929872723	925269031	1.00
tpch_q04/duckdb:vortex-compact	608734589	636836464	0.96
tpch_q05/duckdb:vortex-compact	1103245991	1176000931	0.94
tpch_q06/duckdb:vortex-compact	839358165	920887603	0.91
tpch_q07/duckdb:vortex-compact	1239360010	1203704820	1.03
tpch_q08/duckdb:vortex-compact	1430021375	1625871816	0.88
tpch_q09/duckdb:vortex-compact	1481250886	1479416069	1.00
tpch_q10/duckdb:vortex-compact	1130216230	1410466015	0.80
tpch_q11/duckdb:vortex-compact	658323776	808094775	0.81
tpch_q12/duckdb:vortex-compact	729495547	816649225	0.89
tpch_q13/duckdb:vortex-compact	865928212	981987588	0.88
tpch_q14/duckdb:vortex-compact	931490844	924549935	1.01
tpch_q15/duckdb:vortex-compact	565585528	645352253	0.88
tpch_q16/duckdb:vortex-compact	471156617	482467872	0.98
tpch_q17/duckdb:vortex-compact	1034201124	1181993408	0.87
tpch_q18/duckdb:vortex-compact	883211233	1047939287	0.84
tpch_q19/duckdb:vortex-compact	819720767	780582123	1.05
tpch_q20/duckdb:vortex-compact	1344233193	1498462922	0.90
tpch_q21/duckdb:vortex-compact	2154697930	1820197449	1.18
tpch_q22/duckdb:vortex-compact	770795046	692520370	1.11

duckdb / parquet (0.899x ➖, 0↑ 0↓)

name	PR `0dce6a1` (ns)	base `95f429d` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	854156117	912087721	0.94
tpch_q02/duckdb:parquet	1320907826	1621352202	0.81
tpch_q03/duckdb:parquet	1794426145	1855082192	0.97
tpch_q04/duckdb:parquet	1084033756	1128898937	0.96
tpch_q05/duckdb:parquet	2028950621	2384210820	0.85
tpch_q06/duckdb:parquet	793337444	834950423	0.95
tpch_q07/duckdb:parquet	1856649157	2237967173	0.83
tpch_q08/duckdb:parquet	2752361229	2820780206	0.98
tpch_q09/duckdb:parquet	2482522948	3437024370	0.72
tpch_q10/duckdb:parquet	3159789577	3608994871	0.88
tpch_q11/duckdb:parquet	988683718	1036220376	0.95
tpch_q12/duckdb:parquet	1276335342	1500297367	0.85
tpch_q13/duckdb:parquet	1357739328	1331141157	1.02
tpch_q14/duckdb:parquet	1245819913	1376203276	0.91
tpch_q15/duckdb:parquet	986331337	1025359905	0.96
tpch_q16/duckdb:parquet	839763297	903915498	0.93
tpch_q17/duckdb:parquet	1341693889	1542184078	0.87
tpch_q18/duckdb:parquet	1499564357	1714244701	0.87
tpch_q19/duckdb:parquet	1741756407	1661765322	1.05
tpch_q20/duckdb:parquet	1746991305	2010147066	0.87
tpch_q21/duckdb:parquet	1735037082	2023639690	0.86
tpch_q22/duckdb:parquet	1086604772	1313999357	0.83

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+1.6%	-4.3%	+6.2%	+71.1%	➖ noise
1	datafusion:vortex-file-compressed	+23.3%	-4.3%	+28.9%	+80.2%	➖ noise
1	duckdb:vortex-compact	-2.3%	-4.3%	+2.1%	+69.5%	➖ noise
1	duckdb:vortex-file-compressed	-8.7%	-4.3%	-4.6%	+76.3%	➖ noise
2	datafusion:vortex-compact	-15.3%	+21.6%	-30.4%	+54.4%	➖ noise
2	datafusion:vortex-file-compressed	+49.4%	+21.6%	+22.9%	+53.7%	➖ noise
2	duckdb:vortex-compact	-12.7%	+21.6%	-28.2%	+51.6%	➖ noise
2	duckdb:vortex-file-compressed	+21.3%	+21.6%	-0.2%	+47.6%	➖ noise
3	datafusion:vortex-compact	+15.4%	-5.4%	+21.9%	+49.6%	➖ noise
3	datafusion:vortex-file-compressed	+16.8%	-5.4%	+23.4%	+45.0%	➖ noise
3	duckdb:vortex-compact	+0.5%	-5.4%	+6.2%	+40.7%	➖ noise
3	duckdb:vortex-file-compressed	-28.2%	-5.4%	-24.2%	+46.2%	➖ noise
4	datafusion:vortex-compact	+0.9%	+8.2%	-6.8%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+20.8%	+8.2%	+11.6%	+30.0%	➖ noise
4	duckdb:vortex-compact	-4.4%	+8.2%	-11.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+25.2%	+8.2%	+15.7%	+43.4%	➖ noise
5	datafusion:vortex-compact	+40.7%	-10.1%	+56.4%	+30.0%	🚨 regression
5	datafusion:vortex-file-compressed	+12.9%	-10.1%	+25.6%	+30.0%	➖ noise
5	duckdb:vortex-compact	-6.2%	-10.1%	+4.3%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-11.9%	-10.1%	-2.0%	+30.0%	➖ noise
6	datafusion:vortex-compact	+25.5%	-1.4%	+27.3%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.7%	-1.4%	-0.3%	+30.0%	➖ noise
6	duckdb:vortex-compact	-8.9%	-1.4%	-7.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-14.1%	-1.4%	-12.9%	+30.0%	➖ noise
7	datafusion:vortex-compact	+63.4%	+2.8%	+58.9%	+41.7%	🚨 regression
7	datafusion:vortex-file-compressed	+6.3%	+2.8%	+3.4%	+42.6%	➖ noise
7	duckdb:vortex-compact	+3.0%	+2.8%	+0.1%	+42.6%	➖ noise
7	duckdb:vortex-file-compressed	-4.3%	+2.8%	-6.9%	+43.6%	➖ noise
8	datafusion:vortex-compact	+16.4%	-0.8%	+17.3%	+32.7%	➖ noise
8	datafusion:vortex-file-compressed	-11.1%	-0.8%	-10.5%	+30.0%	➖ noise
8	duckdb:vortex-compact	-12.0%	-0.8%	-11.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.6%	-0.8%	+0.1%	+30.0%	➖ noise
9	datafusion:vortex-compact	-1.1%	-10.4%	+10.5%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+11.3%	-10.4%	+24.3%	+30.0%	➖ noise
9	duckdb:vortex-compact	+0.1%	-10.4%	+11.8%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.5%	-10.4%	+8.8%	+30.0%	➖ noise
10	datafusion:vortex-compact	+17.0%	+5.3%	+11.1%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-23.2%	+5.3%	-27.1%	+30.0%	✅ faster
10	duckdb:vortex-compact	-19.9%	+5.3%	-23.9%	+39.1%	➖ noise
10	duckdb:vortex-file-compressed	-5.4%	+5.3%	-10.1%	+39.3%	➖ noise
11	datafusion:vortex-compact	-16.3%	+3.0%	-18.8%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.5%	+3.0%	-2.4%	+30.0%	➖ noise
11	duckdb:vortex-compact	-18.5%	+3.0%	-20.9%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+5.7%	+3.0%	+2.6%	+30.0%	➖ noise
12	datafusion:vortex-compact	-10.0%	-9.5%	-0.5%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	+98.7%	-9.5%	+119.6%	+30.0%	🚨 regression
12	duckdb:vortex-compact	-10.7%	-9.5%	-1.3%	+30.5%	➖ noise
12	duckdb:vortex-file-compressed	-12.8%	-9.5%	-3.7%	+30.0%	➖ noise
13	datafusion:vortex-compact	-10.6%	+5.1%	-14.9%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.8%	+5.1%	-4.1%	+31.6%	➖ noise
13	duckdb:vortex-compact	-11.8%	+5.1%	-16.1%	+46.3%	➖ noise
13	duckdb:vortex-file-compressed	-23.4%	+5.1%	-27.1%	+40.0%	➖ noise
14	datafusion:vortex-compact	+5.8%	-3.7%	+9.8%	+58.3%	➖ noise
14	datafusion:vortex-file-compressed	+11.9%	-3.7%	+16.1%	+61.6%	➖ noise
14	duckdb:vortex-compact	+0.8%	-3.7%	+4.6%	+55.6%	➖ noise
14	duckdb:vortex-file-compressed	-4.4%	-3.7%	-0.8%	+57.1%	➖ noise
15	datafusion:vortex-compact	+14.0%	-5.7%	+20.9%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.9%	-5.7%	+8.1%	+30.0%	➖ noise
15	duckdb:vortex-compact	-12.4%	-5.7%	-7.1%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-8.3%	-5.7%	-2.7%	+30.0%	➖ noise
16	datafusion:vortex-compact	-25.2%	+38.0%	-45.8%	+30.0%	✅ faster
16	datafusion:vortex-file-compressed	-4.3%	+38.0%	-30.7%	+49.7%	➖ noise
16	duckdb:vortex-compact	-2.3%	+38.0%	-29.2%	+30.0%	✅ faster
16	duckdb:vortex-file-compressed	-20.7%	+38.0%	-42.5%	+30.0%	✅ faster
17	datafusion:vortex-compact	-3.1%	-2.8%	-0.3%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+8.0%	-2.8%	+11.1%	+30.0%	➖ noise
17	duckdb:vortex-compact	-12.5%	-2.8%	-10.0%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+2.0%	-2.8%	+4.9%	+30.0%	➖ noise
18	datafusion:vortex-compact	+5.1%	-0.5%	+5.7%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-5.3%	-0.5%	-4.9%	+30.0%	➖ noise
18	duckdb:vortex-compact	-15.7%	-0.5%	-15.3%	+44.2%	➖ noise
18	duckdb:vortex-file-compressed	+32.3%	-0.5%	+32.9%	+30.0%	🚨 regression
19	datafusion:vortex-compact	-24.4%	+0.6%	-24.9%	+30.0%	✅ faster
19	datafusion:vortex-file-compressed	-28.5%	+0.6%	-28.9%	+30.0%	✅ faster
19	duckdb:vortex-compact	+5.0%	+0.6%	+4.4%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.4%	+0.6%	-2.0%	+30.0%	➖ noise
20	datafusion:vortex-compact	-31.3%	-5.7%	-27.2%	+39.3%	➖ noise
20	datafusion:vortex-file-compressed	-6.4%	-5.7%	-0.7%	+30.0%	➖ noise
20	duckdb:vortex-compact	-10.3%	-5.7%	-4.9%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+8.0%	-5.7%	+14.5%	+30.0%	➖ noise
21	datafusion:vortex-compact	-6.7%	+1.4%	-8.0%	+63.5%	➖ noise
21	datafusion:vortex-file-compressed	-12.1%	+1.4%	-13.3%	+61.7%	➖ noise
21	duckdb:vortex-compact	+18.4%	+1.4%	+16.8%	+65.6%	➖ noise
21	duckdb:vortex-file-compressed	-7.6%	+1.4%	-8.9%	+62.5%	➖ noise
22	datafusion:vortex-compact	-7.1%	-4.1%	-3.1%	+37.0%	➖ noise
22	datafusion:vortex-file-compressed	+37.0%	-4.1%	+42.8%	+51.1%	➖ noise
22	duckdb:vortex-compact	+11.3%	-4.1%	+16.0%	+32.8%	➖ noise
22	duckdb:vortex-file-compressed	-1.4%	-4.1%	+2.8%	+30.0%	➖ noise

This was referenced May 14, 2026

2: Add NullCount aggregate function #7929

Merged

Epic: Stats and AggregateFns #7707

Open

gatesn changed the title ~~Use chunked execute_parent for stat expressions~~ 1: Use chunked execute_parent for stat expressions May 14, 2026

gatesn force-pushed the ngates/stats-7707/chunked-stat-execute-parent branch from 07bfcdc to 261cbe4 Compare May 14, 2026 19:54

gatesn changed the title ~~1: Use chunked execute_parent for stat expressions~~ 1: Remove chunked special case from stat execution May 14, 2026

gatesn commented May 14, 2026

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Remove chunked special case from stat execution

0dce6a1

Signed-off-by: Nicholas Gates <nick@nickgates.com>

gatesn added the changelog/chore A trivial change label May 14, 2026

gatesn marked this pull request as ready for review May 14, 2026 20:09

gatesn enabled auto-merge (squash) May 14, 2026 20:09

gatesn force-pushed the ngates/stats-7707/chunked-stat-execute-parent branch from 261cbe4 to 0dce6a1 Compare May 14, 2026 20:27

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gatesn merged commit 8c5a0f1 into develop May 14, 2026
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gatesn deleted the ngates/stats-7707/chunked-stat-execute-parent branch May 14, 2026 20:37

gatesn changed the title ~~1: Remove chunked special case from stat execution~~ Remove chunked special case from stat execution May 14, 2026

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Summary

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Merging this PR will degrade performance by 17.6%

Performance Changes

Footnotes

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Polar Signals Profiling Results

Latest Run

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Benchmarks: PolarSignals Profiling

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File Sizes: PolarSignals Profiling

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Benchmarks: FineWeb NVMe

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File Sizes: FineWeb NVMe

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Benchmarks: TPC-H SF=1 on NVME

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File Sizes: TPC-H SF=1 on NVME

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Benchmarks: TPC-DS SF=1 on NVME

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File Sizes: TPC-DS SF=1 on NVME

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Benchmarks: FineWeb S3

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Benchmarks: Random Access

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Benchmarks: Statistical and Population Genetics

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File Sizes: Statistical and Population Genetics

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Benchmarks: TPC-H SF=10 on NVME

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File Sizes: TPC-H SF=10 on NVME

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Benchmarks: Clickbench on NVME

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File Sizes: Clickbench on NVME

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Benchmarks: TPC-H SF=1 on S3

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Benchmarks: Compression

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Benchmarks: TPC-H SF=10 on S3

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