[bench only] #10708 on develop by joseph-isaacs · Pull Request #10759 · vortex-data/vortex

joseph-isaacs · 2026-10-23T22:06:53Z

Summary

Benchmark-only draft, not for merging. It now holds #10708 rebased onto develop (e5a4e66), to see whether #10708 recovers the TPC-H SF=1 DataFusion hot-run regression that #10707 introduced. #10708 targets #10707's branch, so it can't get an action/bench-sql run itself.

The previous run on this PR measured #10707 plus a concurrency-default fix (2ad5d83), see the benchmark comments above:

TPC-H SF=1 NVMe, DataFusion: +9.7% on hot runs. Cold runs were faster (q06 −26.5%, q03 −13.5%).
The added hot-run time is roughly constant per query (about 1–3.5 ms), so it shows as a large percentage only on short queries (q06 +32%, q04 +20%, q10 +20%) and barely registers at SF=10 (+1.7%).
The likely cause is Plan a V2 scan as a chain of planners from one prepared scan #10707's pruning stage. It reads the zone maps and prunes the whole partition before any chunk is planned. The previous design requested zone-map, filter-column and projection reads for each split in one batch. A local test that disables the pruning stage brings hot runs back to base levels.

Changes

c71db2e is #10708's net change (ji/scan-v2-chain-3-drivers at 25458e3, including the #10707 commits it stacks on) applied onto develop as one commit.

Conflicts with develop are resolved by keeping both sides:

The new EvalPackRule/EvalEvalRule rules sit beside Compose and drive a V2 scan in DataFusion #10708's ZonedDataRule.
Plan rules and optimize take the session.
The legacy-stats tests expect develop's Pack zone conversion.

The concurrency-default fix is not included. On its own it didn't change the TPC-H result.

Checks: cargo check -p vortex-layout -p vortex-scan -p vortex-file -p vortex-datafusion --all-targets passes. cargo test -p vortex-layout --lib -- plan::physical scan::v2 scan::execution passes (212 tests).

🤖 Generated with Claude Code

https://claude.ai/code/session_01KbaPHjo8XVLKjhGy9xoUMC

github-actions · 2026-10-26T09:29:22Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`5fa3560`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`5fa3560`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`5fa3560`	polarsignals	1	Explore Profiling Data
🟢 Done	`5fa3560`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`5fa3560`	fineweb	1	Explore Profiling Data
🟢 Done	`5fa3560`	tpch-s3	1	Explore Profiling Data
🟢 Done	`5fa3560`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`5fa3560`	tpcds-nvme	1	Explore Profiling Data

Previous Runs (14)

Status	Commit	Job	Attempt	Link
🟢 Done	`c71db2e`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`c71db2e`	polarsignals	1	Explore Profiling Data
🟢 Done	`c71db2e`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`c71db2e`	fineweb	1	Explore Profiling Data
🟢 Done	`c71db2e`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`c71db2e`	tpch-s3	1	Explore Profiling Data
🟢 Done	`c71db2e`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`2ad5d83`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`2ad5d83`	polarsignals	1	Explore Profiling Data
🟢 Done	`2ad5d83`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`2ad5d83`	fineweb	1	Explore Profiling Data
🟢 Done	`2ad5d83`	tpch-s3	1	Explore Profiling Data
🟢 Done	`2ad5d83`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`2ad5d83`	tpcds-nvme	1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-10-26T09:30:58Z

Benchmarks: PolarSignals Profiling 📖

Commits: PR 5fa35605 vs base e5a4e664
Vortex (geomean): hot 0.990x ➖ · cold 1.012x ➖

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
polarsignals_q00/datafusion:vortex-file-compressed	45188576 / 45503280 / -0.7%	97074125 / 94983934 / +2.2%	0.47 / 0.48 / -2.8%
polarsignals_q01/datafusion:vortex-file-compressed	50732280 / 50873244 / -0.3%	119939676 / 118495747 / +1.2%	0.42 / 0.43 / -1.5%
polarsignals_q02/datafusion:vortex-file-compressed	43561957 / 46736880 / -6.8%	92839844 / 92693205 / +0.2%	0.47 / 0.50 / -6.9%
polarsignals_q03/datafusion:vortex-file-compressed	54084060 / 54431130 / -0.6%	119568439 / 116500934 / +2.6%	0.45 / 0.47 / -3.2%
polarsignals_q04/datafusion:vortex-file-compressed	9222830 / 9333498 / -1.2%	49015956 / 52975747 / -7.5%	0.19 / 0.18 / +6.8%
polarsignals_q05/datafusion:vortex-file-compressed	12031288 / 12118886 / -0.7%	55023114 / 54332962 / +1.3%	0.22 / 0.22 / -2.0%
polarsignals_q06/datafusion:vortex-file-compressed	23299298 / 23448938 / -0.6%	67555342 / 66227849 / +2.0%	0.34 / 0.35 / -2.6%
polarsignals_q07/datafusion:vortex-file-compressed	11239768 / 11253300 / -0.1%	57678981 / 53673245 / +7.5%	0.19 / 0.21 / -7.1%
polarsignals_q08/datafusion:vortex-file-compressed	98266068 / 97577988 / +0.7%	167545178 / 165340083 / +1.3%	0.59 / 0.59 / -0.6%
polarsignals_q09/datafusion:vortex-file-compressed	10044086 / 10002510 / +0.4%	52691436 / 51645076 / +2.0%	0.19 / 0.19 / -1.6%

No file size changes detected.

github-actions · 2026-10-26T09:31:07Z

Benchmarks: FineWeb NVMe 📖

Commits: PR 5fa35605 vs base e5a4e664
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.9%
Engines: DataFusion No clear signal (+2.2%, low confidence) · DuckDB No clear signal (+1.5%, low confidence)
Vortex (geomean): hot 1.012x ➖ · cold 1.032x ➖
Parquet (geomean): hot 0.993x ➖ · cold 0.984x ➖
Shifts: Parquet (control) -0.7% · Median polish -0.0%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
Hot vs cold: Every measurement is run several times. The first run is reported as the cold run, and the median of the runs after it is reported as the hot run. The verdict and significance use hot runs; each target's geomean reports hot and cold beside each other where the individual runs were recorded and hot alone where they were not, the cold column shows first-run cost per row, and hot/cold is how much of each run the warm path saves. Rows whose results predate per-run reporting show only one value, taken from the value the runner reported.
Table cells: Each cell reads PR / base / %diff. The hot and cold columns mark a change as 🔴 slower or 🟢 faster once it clears this suite's threshold; anything smaller is noise here and is left unmarked, as is hot/cold, because a shift in the warm-up ratio is not a win or a loss by itself.

datafusion / vortex-file-compressed / ns (1.026x ➖, 0↑ 2↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:vortex-file-compressed	6822764 / 6829086 / -0.1%	17549393 / 17363423 / +1.1%	0.39 / 0.39 / -1.2%
fineweb_q01/datafusion:vortex-file-compressed	8194914 / 7779022 / +5.3%	46881685 / 42943776 / +9.2%	0.17 / 0.18 / -3.5%
fineweb_q02/datafusion:vortex-file-compressed	9539270 / 9274476 / +2.9%	48398964 / 50527324 / -4.2%	0.20 / 0.18 / +7.4%
fineweb_q03/datafusion:vortex-file-compressed	20207823 / 20704712 / -2.4%	113771316 / 108202724 / +5.1%	0.18 / 0.19 / -7.2%
fineweb_q04/datafusion:vortex-file-compressed	66904552 / 66045212 / +1.3%	159774450 / 156875922 / +1.8%	0.42 / 0.42 / -0.5%
fineweb_q05/datafusion:vortex-file-compressed	66883922 / 68381013 / -2.2%	149837151 / 144663722 / +3.6%	0.45 / 0.47 / -5.6%
fineweb_q06/datafusion:vortex-file-compressed	19251362 / 19560876 / -1.6%	112263745 / 111563087 / +0.6%	0.17 / 0.18 / -2.2%
fineweb_q07/datafusion:vortex-file-compressed	18820188 / 17108006 / +10.0% 🔴	110056606 / 104470915 / +5.3%	0.17 / 0.16 / +4.4%
fineweb_q08/datafusion:vortex-file-compressed	10425209 / 9346504 / +11.5% 🔴	45892622 / 45145950 / +1.7%	0.23 / 0.21 / +9.7%

datafusion / parquet / ns (1.004x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:parquet	9788923 / 9368360 / +4.5%	30074674 / 32449172 / -7.3%	0.33 / 0.29 / +12.7%
fineweb_q01/datafusion:parquet	76087924 / 75926423 / +0.2%	155312383 / 154154693 / +0.8%	0.49 / 0.49 / -0.5%
fineweb_q02/datafusion:parquet	75524192 / 75234098 / +0.4%	153775645 / 152983247 / +0.5%	0.49 / 0.49 / -0.1%
fineweb_q03/datafusion:parquet	73521838 / 76193180 / -3.5%	158248254 / 149383368 / +5.9%	0.46 / 0.51 / -8.9%
fineweb_q04/datafusion:parquet	81685654 / 81818546 / -0.2%	154412474 / 155478836 / -0.7%	0.53 / 0.53 / +0.5%
fineweb_q05/datafusion:parquet	80469444 / 80198246 / +0.3%	151625992 / 155829185 / -2.7%	0.53 / 0.51 / +3.1%
fineweb_q06/datafusion:parquet	77619810 / 77075810 / +0.7%	161386890 / 152019067 / +6.2%	0.48 / 0.51 / -5.1%
fineweb_q07/datafusion:parquet	74171086 / 73269642 / +1.2%	157911492 / 155883163 / +1.3%	0.47 / 0.47 / -0.1%
fineweb_q08/datafusion:parquet	74242443 / 73862429 / +0.5%	148109437 / 154327565 / -4.0%	0.50 / 0.48 / +4.7%

duckdb / vortex-file-compressed / ns (0.997x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:vortex-file-compressed	2036180 / 2012564 / +1.2%	6888115 / 7328216 / -6.0%	0.30 / 0.27 / +7.6%
fineweb_q01/duckdb:vortex-file-compressed	9227734 / 9510797 / -3.0%	37962483 / 34239596 / +10.9% 🔴	0.24 / 0.28 / -12.5%
fineweb_q02/duckdb:vortex-file-compressed	10568576 / 10743994 / -1.6%	38262614 / 38843388 / -1.5%	0.28 / 0.28 / -0.1%
fineweb_q03/duckdb:vortex-file-compressed	18874536 / 19100832 / -1.2%	105056745 / 102500729 / +2.5%	0.18 / 0.19 / -3.6%
fineweb_q04/duckdb:vortex-file-compressed	67616028 / 68620020 / -1.5%	116833630 / 119541306 / -2.3%	0.58 / 0.57 / +0.8%
fineweb_q05/duckdb:vortex-file-compressed	66386251 / 66945020 / -0.8%	116495066 / 113967966 / +2.2%	0.57 / 0.59 / -3.0%
fineweb_q06/duckdb:vortex-file-compressed	19491783 / 19349608 / +0.7%	105390828 / 95936034 / +9.9%	0.18 / 0.20 / -8.3%
fineweb_q07/duckdb:vortex-file-compressed	18692036 / 18442356 / +1.4%	102559540 / 86386476 / +18.7% 🔴	0.18 / 0.21 / -14.6%
fineweb_q08/duckdb:vortex-file-compressed	5630081 / 5497001 / +2.4%	14122272 / 13874109 / +1.8%	0.40 / 0.40 / +0.6%

duckdb / parquet / ns (0.982x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:parquet	23366636 / 24014122 / -2.7%	27306638 / 32570174 / -16.2% 🟢	0.86 / 0.74 / +16.1%
fineweb_q01/duckdb:parquet	55301913 / 55976525 / -1.2%	78647327 / 80510814 / -2.3%	0.70 / 0.70 / +1.1%
fineweb_q02/duckdb:parquet	59876616 / 61903070 / -3.3%	85483123 / 82925527 / +3.1%	0.70 / 0.75 / -6.2%
fineweb_q03/duckdb:parquet	120003302 / 121221600 / -1.0%	186105946 / 189601314 / -1.8%	0.64 / 0.64 / +0.9%
fineweb_q04/duckdb:parquet	163142374 / 164903072 / -1.1%	211081573 / 222203787 / -5.0%	0.77 / 0.74 / +4.1%
fineweb_q05/duckdb:parquet	156480410 / 162264620 / -3.6%	204288973 / 210485327 / -2.9%	0.77 / 0.77 / -0.6%
fineweb_q06/duckdb:parquet	89388524 / 88907780 / +0.5%	151968039 / 153952140 / -1.3%	0.59 / 0.58 / +1.9%
fineweb_q07/duckdb:parquet	90796189 / 90971599 / -0.2%	151178430 / 148832482 / +1.6%	0.60 / 0.61 / -1.7%
fineweb_q08/duckdb:parquet	28885786 / 29946497 / -3.5%	30669119 / 31276817 / -1.9%	0.94 / 0.96 / -1.6%

No file size changes detected.

github-actions · 2026-10-26T09:31:52Z

Benchmarks: TPC-H SF=1 on NVME 📖

Commits: PR 5fa35605 vs base e5a4e664
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.9%
Engines: DataFusion No clear signal (+9.2%, low confidence) · DuckDB No clear signal (-1.1%, low confidence)
Vortex (geomean): hot 1.039x ➖ · cold 0.998x ➖
Parquet (geomean): hot 1.000x ➖ · cold 0.987x ➖
Shifts: Parquet (control) -0.0% · Median polish -0.1%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
Hot vs cold: Every measurement is run several times. The first run is reported as the cold run, and the median of the runs after it is reported as the hot run. The verdict and significance use hot runs; each target's geomean reports hot and cold beside each other where the individual runs were recorded and hot alone where they were not, the cold column shows first-run cost per row, and hot/cold is how much of each run the warm path saves. Rows whose results predate per-run reporting show only one value, taken from the value the runner reported.
Table cells: Each cell reads PR / base / %diff. The hot and cold columns mark a change as 🔴 slower or 🟢 faster once it clears this suite's threshold; anything smaller is noise here and is left unmarked, as is hot/cold, because a shift in the warm-up ratio is not a win or a loss by itself.

datafusion / vortex-file-compressed / ns (1.094x ➖, 0↑ 6↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-file-compressed	17464630 / 15564544 / +12.2% 🔴	43281376 / 44594784 / -2.9%	0.40 / 0.35 / +15.6%
tpch_q02/datafusion:vortex-file-compressed	17547149 / 16629773 / +5.5%	38018676 / 36366460 / +4.5%	0.46 / 0.46 / +0.9%
tpch_q03/datafusion:vortex-file-compressed	22404676 / 20708427 / +8.2%	50300576 / 50098417 / +0.4%	0.45 / 0.41 / +7.8%
tpch_q04/datafusion:vortex-file-compressed	13169894 / 12219927 / +7.8%	38119013 / 39595007 / -3.7%	0.35 / 0.31 / +11.9%
tpch_q05/datafusion:vortex-file-compressed	40104745 / 37749190 / +6.2%	70779201 / 69716046 / +1.5%	0.57 / 0.54 / +4.6%
tpch_q06/datafusion:vortex-file-compressed	8456713 / 6667900 / +26.8% 🔴	32289403 / 34806118 / -7.2%	0.26 / 0.19 / +36.7%
tpch_q07/datafusion:vortex-file-compressed	55125143 / 51832274 / +6.4%	82809800 / 82124500 / +0.8%	0.67 / 0.63 / +5.5%
tpch_q08/datafusion:vortex-file-compressed	53765136 / 53318618 / +0.8%	86079073 / 88160740 / -2.4%	0.62 / 0.60 / +3.3%
tpch_q09/datafusion:vortex-file-compressed	49262814 / 47722431 / +3.2%	80073659 / 81503781 / -1.8%	0.62 / 0.59 / +5.1%
tpch_q10/datafusion:vortex-file-compressed	20551077 / 17186717 / +19.6% 🔴	55424688 / 54732307 / +1.3%	0.37 / 0.31 / +18.1%
tpch_q11/datafusion:vortex-file-compressed	15840504 / 15044042 / +5.3%	37565130 / 36750998 / +2.2%	0.42 / 0.41 / +3.0%
tpch_q12/datafusion:vortex-file-compressed	25402262 / 22472683 / +13.0% 🔴	46367212 / 48660346 / -4.7%	0.55 / 0.46 / +18.6%
tpch_q13/datafusion:vortex-file-compressed	20792864 / 19514625 / +6.6%	40518247 / 42428010 / -4.5%	0.51 / 0.46 / +11.6%
tpch_q14/datafusion:vortex-file-compressed	15432460 / 14186443 / +8.8%	42043942 / 43777153 / -4.0%	0.37 / 0.32 / +13.3%
tpch_q15/datafusion:vortex-file-compressed	21388287 / 18920831 / +13.0% 🔴	48481312 / 49120574 / -1.3%	0.44 / 0.39 / +14.5%
tpch_q16/datafusion:vortex-file-compressed	18373619 / 18508349 / -0.7%	42647607 / 43151318 / -1.2%	0.43 / 0.43 / +0.4%
tpch_q17/datafusion:vortex-file-compressed	29984102 / 28257522 / +6.1%	64122185 / 62380830 / +2.8%	0.47 / 0.45 / +3.2%
tpch_q18/datafusion:vortex-file-compressed	37550685 / 36319775 / +3.4%	60390151 / 61039320 / -1.1%	0.62 / 0.60 / +4.5%
tpch_q19/datafusion:vortex-file-compressed	18893514 / 13156161 / +43.6% 🔴	45057882 / 40930261 / +10.1% 🔴	0.42 / 0.32 / +30.5%
tpch_q20/datafusion:vortex-file-compressed	23708879 / 22053927 / +7.5%	48987762 / 46255879 / +5.9%	0.48 / 0.48 / +1.5%
tpch_q21/datafusion:vortex-file-compressed	44467786 / 40697946 / +9.3%	77127259 / 73040129 / +5.6%	0.58 / 0.56 / +3.5%
tpch_q22/datafusion:vortex-file-compressed	11148725 / 10997191 / +1.4%	33827397 / 31980095 / +5.8%	0.33 / 0.34 / -4.2%

datafusion / parquet / ns (1.002x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	69910870 / 70099960 / -0.3%	87569574 / 88488360 / -1.0%	0.80 / 0.79 / +0.8%
tpch_q02/datafusion:parquet	75188893 / 75803911 / -0.8%	93544167 / 97444080 / -4.0%	0.80 / 0.78 / +3.3%
tpch_q03/datafusion:parquet	82824706 / 82591725 / +0.3%	105177119 / 107920452 / -2.5%	0.79 / 0.77 / +2.9%
tpch_q04/datafusion:parquet	40189792 / 39917678 / +0.7%	59976188 / 60906041 / -1.5%	0.67 / 0.66 / +2.2%
tpch_q05/datafusion:parquet	111637883 / 111254207 / +0.3%	139241197 / 140445695 / -0.9%	0.80 / 0.79 / +1.2%
tpch_q06/datafusion:parquet	31884856 / 31975367 / -0.3%	50913030 / 52583661 / -3.2%	0.63 / 0.61 / +3.0%
tpch_q07/datafusion:parquet	115156756 / 114223253 / +0.8%	140554521 / 143479249 / -2.0%	0.82 / 0.80 / +2.9%
tpch_q08/datafusion:parquet	118791381 / 118891010 / -0.1%	146327342 / 151243752 / -3.3%	0.81 / 0.79 / +3.3%
tpch_q09/datafusion:parquet	139180952 / 138769873 / +0.3%	168631217 / 171984637 / -1.9%	0.83 / 0.81 / +2.3%
tpch_q10/datafusion:parquet	105566230 / 105444131 / +0.1%	130732294 / 132436497 / -1.3%	0.81 / 0.80 / +1.4%
tpch_q11/datafusion:parquet	60617519 / 61567602 / -1.5%	81375941 / 82748025 / -1.7%	0.74 / 0.74 / +0.1%
tpch_q12/datafusion:parquet	65105875 / 63676383 / +2.2%	87135984 / 88545959 / -1.6%	0.75 / 0.72 / +3.9%
tpch_q13/datafusion:parquet	147094062 / 146323138 / +0.5%	167555162 / 166957827 / +0.4%	0.88 / 0.88 / +0.2%
tpch_q14/datafusion:parquet	47830540 / 47603755 / +0.5%	73533541 / 74732950 / -1.6%	0.65 / 0.64 / +2.1%
tpch_q15/datafusion:parquet	75392701 / 76216986 / -1.1%	95598550 / 100878510 / -5.2%	0.79 / 0.76 / +4.4%
tpch_q16/datafusion:parquet	43341422 / 42943173 / +0.9%	62146391 / 62560576 / -0.7%	0.70 / 0.69 / +1.6%
tpch_q17/datafusion:parquet	123393251 / 123626529 / -0.2%	148043610 / 152457635 / -2.9%	0.83 / 0.81 / +2.8%
tpch_q18/datafusion:parquet	122578366 / 122089501 / +0.4%	145598391 / 146677877 / -0.7%	0.84 / 0.83 / +1.1%
tpch_q19/datafusion:parquet	58128851 / 57629232 / +0.9%	84082687 / 89341391 / -5.9%	0.69 / 0.65 / +7.2%
tpch_q20/datafusion:parquet	78746596 / 79366306 / -0.8%	104174964 / 103623677 / +0.5%	0.76 / 0.77 / -1.3%
tpch_q21/datafusion:parquet	116037274 / 115958325 / +0.1%	139524681 / 146056547 / -4.5%	0.83 / 0.79 / +4.8%
tpch_q22/datafusion:parquet	52010130 / 51766681 / +0.5%	69510650 / 73752627 / -5.8%	0.75 / 0.70 / +6.6%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-file-compressed	8456912 / 9728471 / -13.1% 🟢	22011645 / 21279033 / +3.4%	0.38 / 0.46 / -16.0%
tpch_q02/duckdb:vortex-file-compressed	14720793 / 14321409 / +2.8%	23960057 / 23659518 / +1.3%	0.61 / 0.61 / +1.5%
tpch_q03/duckdb:vortex-file-compressed	19019118 / 19074659 / -0.3%	33853116 / 34680409 / -2.4%	0.56 / 0.55 / +2.1%
tpch_q04/duckdb:vortex-file-compressed	12099564 / 12244298 / -1.2%	26658281 / 26855828 / -0.7%	0.45 / 0.46 / -0.4%
tpch_q05/duckdb:vortex-file-compressed	19747124 / 19802118 / -0.3%	33501692 / 34162828 / -1.9%	0.59 / 0.58 / +1.7%
tpch_q06/duckdb:vortex-file-compressed	5329589 / 5603909 / -4.9%	17715338 / 17015142 / +4.1%	0.30 / 0.33 / -8.7%
tpch_q07/duckdb:vortex-file-compressed	24061574 / 24669155 / -2.5%	40247775 / 41496949 / -3.0%	0.60 / 0.59 / +0.6%
tpch_q08/duckdb:vortex-file-compressed	20594361 / 20633524 / -0.2%	37468131 / 39048675 / -4.0%	0.55 / 0.53 / +4.0%
tpch_q09/duckdb:vortex-file-compressed	21332068 / 21138860 / +0.9%	40934217 / 40129209 / +2.0%	0.52 / 0.53 / -1.1%
tpch_q10/duckdb:vortex-file-compressed	22369215 / 22818426 / -2.0%	39023784 / 40903044 / -4.6%	0.57 / 0.56 / +2.8%
tpch_q11/duckdb:vortex-file-compressed	7484547 / 7374876 / +1.5%	15489054 / 15012208 / +3.2%	0.48 / 0.49 / -1.6%
tpch_q12/duckdb:vortex-file-compressed	16085680 / 15761054 / +2.1%	30801432 / 29880234 / +3.1%	0.52 / 0.53 / -1.0%
tpch_q13/duckdb:vortex-file-compressed	19780626 / 19728725 / +0.3%	31630376 / 32518377 / -2.7%	0.63 / 0.61 / +3.1%
tpch_q14/duckdb:vortex-file-compressed	11446012 / 11591940 / -1.3%	23668552 / 24158976 / -2.0%	0.48 / 0.48 / +0.8%
tpch_q15/duckdb:vortex-file-compressed	8361397 / 8616611 / -3.0%	19988449 / 20225739 / -1.2%	0.42 / 0.43 / -1.8%
tpch_q16/duckdb:vortex-file-compressed	17002219 / 17132414 / -0.8%	22977881 / 23896260 / -3.8%	0.74 / 0.72 / +3.2%
tpch_q17/duckdb:vortex-file-compressed	13013361 / 12841028 / +1.3%	25874254 / 26707256 / -3.1%	0.50 / 0.48 / +4.6%
tpch_q18/duckdb:vortex-file-compressed	24650166 / 24894400 / -1.0%	34927742 / 34828777 / +0.3%	0.71 / 0.71 / -1.3%
tpch_q19/duckdb:vortex-file-compressed	11438986 / 11671462 / -2.0%	26810442 / 27220460 / -1.5%	0.43 / 0.43 / -0.5%
tpch_q20/duckdb:vortex-file-compressed	14421240 / 14547720 / -0.9%	32496872 / 32137240 / +1.1%	0.44 / 0.45 / -2.0%
tpch_q21/duckdb:vortex-file-compressed	36412821 / 37529693 / -3.0%	54997904 / 55608234 / -1.1%	0.66 / 0.67 / -1.9%
tpch_q22/duckdb:vortex-file-compressed	16691326 / 16649424 / +0.3%	27728866 / 27473162 / +0.9%	0.60 / 0.61 / -0.7%

duckdb / parquet / ns (0.998x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	48322795 / 48314163 / +0.0%	55483108 / 54798033 / +1.3%	0.87 / 0.88 / -1.2%
tpch_q02/duckdb:parquet	48572742 / 48748917 / -0.4%	55706702 / 56317541 / -1.1%	0.87 / 0.87 / +0.7%
tpch_q03/duckdb:parquet	60559409 / 60807178 / -0.4%	69851831 / 69792829 / +0.1%	0.87 / 0.87 / -0.5%
tpch_q04/duckdb:parquet	35008866 / 35227495 / -0.6%	44373552 / 44077555 / +0.7%	0.79 / 0.80 / -1.3%
tpch_q05/duckdb:parquet	67617451 / 67743546 / -0.2%	77808556 / 78014889 / -0.3%	0.87 / 0.87 / +0.1%
tpch_q06/duckdb:parquet	21943093 / 22468499 / -2.3%	27600452 / 28438752 / -2.9%	0.80 / 0.79 / +0.6%
tpch_q07/duckdb:parquet	64233502 / 64519674 / -0.4%	74750607 / 74073402 / +0.9%	0.86 / 0.87 / -1.3%
tpch_q08/duckdb:parquet	76222136 / 76408787 / -0.2%	87448250 / 87495427 / -0.1%	0.87 / 0.87 / -0.2%
tpch_q09/duckdb:parquet	108244780 / 108261615 / -0.0%	120258619 / 120412549 / -0.1%	0.90 / 0.90 / +0.1%
tpch_q10/duckdb:parquet	106063602 / 106494168 / -0.4%	119568116 / 120083256 / -0.4%	0.89 / 0.89 / +0.0%
tpch_q11/duckdb:parquet	29766450 / 29708593 / +0.2%	35946448 / 35278176 / +1.9%	0.83 / 0.84 / -1.7%
tpch_q12/duckdb:parquet	37821528 / 37936391 / -0.3%	45130039 / 45352206 / -0.5%	0.84 / 0.84 / +0.2%
tpch_q13/duckdb:parquet	175960586 / 175751653 / +0.1%	182831180 / 182888581 / -0.0%	0.96 / 0.96 / +0.2%
tpch_q14/duckdb:parquet	42787054 / 43020061 / -0.5%	52115051 / 52134624 / -0.0%	0.82 / 0.83 / -0.5%
tpch_q15/duckdb:parquet	32982980 / 33055153 / -0.2%	42290186 / 41771140 / +1.2%	0.78 / 0.79 / -1.4%
tpch_q16/duckdb:parquet	47537628 / 47652667 / -0.2%	53503995 / 53863224 / -0.7%	0.89 / 0.88 / +0.4%
tpch_q17/duckdb:parquet	48132614 / 48133937 / -0.0%	58327570 / 58292822 / +0.1%	0.83 / 0.83 / -0.1%
tpch_q18/duckdb:parquet	74231244 / 74873479 / -0.9%	81739854 / 82258224 / -0.6%	0.91 / 0.91 / -0.2%
tpch_q19/duckdb:parquet	49591702 / 47783727 / +3.8%	57306334 / 61110582 / -6.2%	0.87 / 0.78 / +10.7%
tpch_q20/duckdb:parquet	63762125 / 63855849 / -0.1%	74435540 / 74513780 / -0.1%	0.86 / 0.86 / -0.0%
tpch_q21/duckdb:parquet	107562958 / 108082438 / -0.5%	116477993 / 116860490 / -0.3%	0.92 / 0.92 / -0.2%
tpch_q22/duckdb:parquet	50945550 / 51062469 / -0.2%	59832711 / 59706153 / +0.2%	0.85 / 0.86 / -0.4%

No file size changes detected.

github-actions · 2026-10-26T09:33:16Z

Benchmarks: TPC-H SF=10 on NVME 📖

Commits: PR 5fa35605 vs base e5a4e664
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.3%
Engines: DataFusion No clear signal (+2.5%, low confidence) · DuckDB No clear signal (+0.2%, low confidence)
Vortex (geomean): hot 1.011x ➖ · cold 1.009x ➖
Parquet (geomean): hot 0.998x ➖ · cold 1.006x ➖
Shifts: Parquet (control) -0.2% · Median polish -0.0%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
Hot vs cold: Every measurement is run several times. The first run is reported as the cold run, and the median of the runs after it is reported as the hot run. The verdict and significance use hot runs; each target's geomean reports hot and cold beside each other where the individual runs were recorded and hot alone where they were not, the cold column shows first-run cost per row, and hot/cold is how much of each run the warm path saves. Rows whose results predate per-run reporting show only one value, taken from the value the runner reported.
Table cells: Each cell reads PR / base / %diff. The hot and cold columns mark a change as 🔴 slower or 🟢 faster once it clears this suite's threshold; anything smaller is noise here and is left unmarked, as is hot/cold, because a shift in the warm-up ratio is not a win or a loss by itself.

datafusion / vortex-file-compressed / ns (1.024x ➖, 0↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-file-compressed	88751500 / 88769942 / -0.0%	145651511 / 140232868 / +3.9%	0.61 / 0.63 / -3.7%
tpch_q02/datafusion:vortex-file-compressed	67757956 / 65502165 / +3.4%	99613312 / 100921868 / -1.3%	0.68 / 0.65 / +4.8%
tpch_q03/datafusion:vortex-file-compressed	67445156 / 67061408 / +0.6%	114829939 / 118842794 / -3.4%	0.59 / 0.56 / +4.1%
tpch_q04/datafusion:vortex-file-compressed	36354726 / 35675352 / +1.9%	74459053 / 70236064 / +6.0%	0.49 / 0.51 / -3.9%
tpch_q05/datafusion:vortex-file-compressed	119546771 / 117856003 / +1.4%	177904523 / 170827254 / +4.1%	0.67 / 0.69 / -2.6%
tpch_q06/datafusion:vortex-file-compressed	11321697 / 10939529 / +3.5%	60834719 / 56493449 / +7.7%	0.19 / 0.19 / -3.9%
tpch_q07/datafusion:vortex-file-compressed	136823755 / 136173235 / +0.5%	203276598 / 191253694 / +6.3%	0.67 / 0.71 / -5.5%
tpch_q08/datafusion:vortex-file-compressed	147223859 / 144805354 / +1.7%	211889048 / 206715415 / +2.5%	0.69 / 0.70 / -0.8%
tpch_q09/datafusion:vortex-file-compressed	189701357 / 184017567 / +3.1%	255741464 / 377592731 / -32.3% 🟢	0.74 / 0.49 / +52.2%
tpch_q10/datafusion:vortex-file-compressed	74456631 / 72895863 / +2.1%	148559940 / 135027961 / +10.0% 🔴	0.50 / 0.54 / -7.2%
tpch_q11/datafusion:vortex-file-compressed	45592546 / 43805573 / +4.1%	71847357 / 65689938 / +9.4%	0.63 / 0.67 / -4.8%
tpch_q12/datafusion:vortex-file-compressed	37652017 / 37186844 / +1.3%	84339750 / 80651998 / +4.6%	0.45 / 0.46 / -3.2%
tpch_q13/datafusion:vortex-file-compressed	42893791 / 42718485 / +0.4%	85779087 / 81898658 / +4.7%	0.50 / 0.52 / -4.1%
tpch_q14/datafusion:vortex-file-compressed	22637180 / 22753796 / -0.5%	93066840 / 82326511 / +13.0% 🔴	0.24 / 0.28 / -12.0%
tpch_q15/datafusion:vortex-file-compressed	35615073 / 35868093 / -0.7%	93262851 / 89147860 / +4.6%	0.38 / 0.40 / -5.1%
tpch_q16/datafusion:vortex-file-compressed	39993770 / 37510092 / +6.6%	70639074 / 63689632 / +10.9% 🔴	0.57 / 0.59 / -3.9%
tpch_q17/datafusion:vortex-file-compressed	176605724 / 171955412 / +2.7%	225966202 / 220545793 / +2.5%	0.78 / 0.78 / +0.2%
tpch_q18/datafusion:vortex-file-compressed	205397869 / 206635162 / -0.6%	273544497 / 265236095 / +3.1%	0.75 / 0.78 / -3.6%
tpch_q19/datafusion:vortex-file-compressed	34611799 / 30626150 / +13.0% 🔴	96378969 / 88567592 / +8.8%	0.36 / 0.35 / +3.9%
tpch_q20/datafusion:vortex-file-compressed	64476058 / 62723690 / +2.8%	123901289 / 119976823 / +3.3%	0.52 / 0.52 / -0.5%
tpch_q21/datafusion:vortex-file-compressed	185420123 / 183008005 / +1.3%	239901514 / 238321412 / +0.7%	0.77 / 0.77 / +0.7%
tpch_q22/datafusion:vortex-file-compressed	27958998 / 26787430 / +4.4%	59316541 / 54797211 / +8.2%	0.47 / 0.49 / -3.6%

datafusion / parquet / ns (0.998x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	86499099 / 86435439 / +0.1%	125450740 / 123582783 / +1.5%	0.69 / 0.70 / -1.4%
tpch_q02/datafusion:parquet	174022781 / 173158475 / +0.5%	199771347 / 195869708 / +2.0%	0.87 / 0.88 / -1.5%
tpch_q03/datafusion:parquet	135657500 / 136715539 / -0.8%	179574317 / 181378253 / -1.0%	0.76 / 0.75 / +0.2%
tpch_q04/datafusion:parquet	58363075 / 58239484 / +0.2%	89688303 / 87810584 / +2.1%	0.65 / 0.66 / -1.9%
tpch_q05/datafusion:parquet	167560912 / 168353088 / -0.5%	223265788 / 224734510 / -0.7%	0.75 / 0.75 / +0.2%
tpch_q06/datafusion:parquet	37179491 / 37419646 / -0.6%	78348598 / 79225421 / -1.1%	0.47 / 0.47 / +0.5%
tpch_q07/datafusion:parquet	217156489 / 216290224 / +0.4%	273431882 / 274119929 / -0.3%	0.79 / 0.79 / +0.7%
tpch_q08/datafusion:parquet	218958087 / 219488363 / -0.2%	288769127 / 284000578 / +1.7%	0.76 / 0.77 / -1.9%
tpch_q09/datafusion:parquet	312125819 / 314152825 / -0.6%	374000563 / 374484758 / -0.1%	0.83 / 0.84 / -0.5%
tpch_q10/datafusion:parquet	319712551 / 320231357 / -0.2%	383630613 / 375614390 / +2.1%	0.83 / 0.85 / -2.2%
tpch_q11/datafusion:parquet	126104890 / 125733795 / +0.3%	150472171 / 149574740 / +0.6%	0.84 / 0.84 / -0.3%
tpch_q12/datafusion:parquet	83331609 / 82989412 / +0.4%	121484609 / 115902642 / +4.8%	0.69 / 0.72 / -4.2%
tpch_q13/datafusion:parquet	215640945 / 215463936 / +0.1%	247703080 / 243892034 / +1.6%	0.87 / 0.88 / -1.5%
tpch_q14/datafusion:parquet	87553326 / 87571120 / -0.0%	202135339 / 191846194 / +5.4%	0.43 / 0.46 / -5.1%
tpch_q15/datafusion:parquet	105961191 / 106619726 / -0.6%	156979219 / 155115831 / +1.2%	0.68 / 0.69 / -1.8%
tpch_q16/datafusion:parquet	95566075 / 95375480 / +0.2%	119293929 / 116182697 / +2.7%	0.80 / 0.82 / -2.4%
tpch_q17/datafusion:parquet	212962721 / 213518178 / -0.3%	265754086 / 254758734 / +4.3%	0.80 / 0.84 / -4.4%
tpch_q18/datafusion:parquet	267187232 / 267845751 / -0.2%	314505368 / 313418523 / +0.3%	0.85 / 0.85 / -0.6%
tpch_q19/datafusion:parquet	108208519 / 108899730 / -0.6%	174488576 / 167227353 / +4.3%	0.62 / 0.65 / -4.8%
tpch_q20/datafusion:parquet	187726946 / 188329088 / -0.3%	263855315 / 249921147 / +5.6%	0.71 / 0.75 / -5.6%
tpch_q21/datafusion:parquet	244931347 / 246500282 / -0.6%	305626094 / 310790458 / -1.7%	0.80 / 0.79 / +1.0%
tpch_q22/datafusion:parquet	153493147 / 153308335 / +0.1%	178824822 / 177698439 / +0.6%	0.86 / 0.86 / -0.5%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-file-compressed	34413641 / 34823700 / -1.2%	72929346 / 70222558 / +3.9%	0.47 / 0.50 / -4.8%
tpch_q02/duckdb:vortex-file-compressed	27476560 / 28133292 / -2.3%	40975641 / 41808967 / -2.0%	0.67 / 0.67 / -0.3%
tpch_q03/duckdb:vortex-file-compressed	54480535 / 54967385 / -0.9%	103632750 / 100851487 / +2.8%	0.53 / 0.55 / -3.5%
tpch_q04/duckdb:vortex-file-compressed	52372423 / 51831581 / +1.0%	83188665 / 82411463 / +0.9%	0.63 / 0.63 / +0.1%
tpch_q05/duckdb:vortex-file-compressed	68518740 / 68613420 / -0.1%	111238561 / 116465952 / -4.5%	0.62 / 0.59 / +4.6%
tpch_q06/duckdb:vortex-file-compressed	22754496 / 23305670 / -2.4%	60523042 / 65333458 / -7.4%	0.38 / 0.36 / +5.4%
tpch_q07/duckdb:vortex-file-compressed	57903634 / 58209836 / -0.5%	114101733 / 116758778 / -2.3%	0.51 / 0.50 / +1.8%
tpch_q08/duckdb:vortex-file-compressed	88387347 / 88073255 / +0.4%	136189010 / 137226992 / -0.8%	0.65 / 0.64 / +1.1%
tpch_q09/duckdb:vortex-file-compressed	111005637 / 109762076 / +1.1%	176281146 / 171331001 / +2.9%	0.63 / 0.64 / -1.7%
tpch_q10/duckdb:vortex-file-compressed	97315484 / 97450536 / -0.1%	148387049 / 147430831 / +0.6%	0.66 / 0.66 / -0.8%
tpch_q11/duckdb:vortex-file-compressed	14119638 / 14321968 / -1.4%	26276536 / 26393949 / -0.4%	0.54 / 0.54 / -1.0%
tpch_q12/duckdb:vortex-file-compressed	60193201 / 60071515 / +0.2%	104712545 / 104853811 / -0.1%	0.57 / 0.57 / +0.3%
tpch_q13/duckdb:vortex-file-compressed	71089181 / 71458294 / -0.5%	95333912 / 94011872 / +1.4%	0.75 / 0.76 / -1.9%
tpch_q14/duckdb:vortex-file-compressed	29020087 / 28972947 / +0.2%	70834101 / 71779062 / -1.3%	0.41 / 0.40 / +1.5%
tpch_q15/duckdb:vortex-file-compressed	24962267 / 25187251 / -0.9%	61342419 / 63796979 / -3.8%	0.41 / 0.39 / +3.1%
tpch_q16/duckdb:vortex-file-compressed	48974013 / 50009511 / -2.1%	60636252 / 62622848 / -3.2%	0.81 / 0.80 / +1.1%
tpch_q17/duckdb:vortex-file-compressed	36490615 / 36421685 / +0.2%	72331594 / 73856538 / -2.1%	0.50 / 0.49 / +2.3%
tpch_q18/duckdb:vortex-file-compressed	113096205 / 107745268 / +5.0%	129492805 / 129546538 / -0.0%	0.87 / 0.83 / +5.0%
tpch_q19/duckdb:vortex-file-compressed	36444346 / 36099134 / +1.0%	89873128 / 92026291 / -2.3%	0.41 / 0.39 / +3.4%
tpch_q20/duckdb:vortex-file-compressed	49045779 / 48598943 / +0.9%	97603567 / 99766162 / -2.2%	0.50 / 0.49 / +3.2%
tpch_q21/duckdb:vortex-file-compressed	96119840 / 95333947 / +0.8%	141286092 / 141306348 / -0.0%	0.68 / 0.67 / +0.8%
tpch_q22/duckdb:vortex-file-compressed	33492780 / 33456325 / +0.1%	51143439 / 54503458 / -6.2%	0.65 / 0.61 / +6.7%

duckdb / parquet / ns (0.997x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	68077168 / 68678496 / -0.9%	90032478 / 89019965 / +1.1%	0.76 / 0.77 / -2.0%
tpch_q02/duckdb:parquet	87434320 / 87696840 / -0.3%	97964305 / 99123434 / -1.2%	0.89 / 0.88 / +0.9%
tpch_q03/duckdb:parquet	111466346 / 110940195 / +0.5%	142359148 / 140909240 / +1.0%	0.78 / 0.79 / -0.5%
tpch_q04/duckdb:parquet	77397333 / 77654788 / -0.3%	98698908 / 98684589 / +0.0%	0.78 / 0.79 / -0.3%
tpch_q05/duckdb:parquet	123345886 / 124889603 / -1.2%	156931599 / 157990961 / -0.7%	0.79 / 0.79 / -0.6%
tpch_q06/duckdb:parquet	36010259 / 35888238 / +0.3%	57944353 / 58698837 / -1.3%	0.62 / 0.61 / +1.6%
tpch_q07/duckdb:parquet	119258948 / 119657170 / -0.3%	156135669 / 155145602 / +0.6%	0.76 / 0.77 / -1.0%
tpch_q08/duckdb:parquet	148352491 / 149822239 / -1.0%	192861442 / 193342829 / -0.2%	0.77 / 0.77 / -0.7%
tpch_q09/duckdb:parquet	237233966 / 237746396 / -0.2%	278520820 / 278456514 / +0.0%	0.85 / 0.85 / -0.2%
tpch_q10/duckdb:parquet	315700234 / 315982223 / -0.1%	335616683 / 338745627 / -0.9%	0.94 / 0.93 / +0.8%
tpch_q11/duckdb:parquet	44068292 / 43886111 / +0.4%	50802387 / 51910228 / -2.1%	0.87 / 0.85 / +2.6%
tpch_q12/duckdb:parquet	72625812 / 72440711 / +0.3%	91000302 / 90164184 / +0.9%	0.80 / 0.80 / -0.7%
tpch_q13/duckdb:parquet	294057100 / 292785139 / +0.4%	307750757 / 310006032 / -0.7%	0.96 / 0.94 / +1.2%
tpch_q14/duckdb:parquet	102286437 / 102228986 / +0.1%	138238051 / 136337704 / +1.4%	0.74 / 0.75 / -1.3%
tpch_q15/duckdb:parquet	58106154 / 57647209 / +0.8%	88833039 / 89249958 / -0.5%	0.65 / 0.65 / +1.3%
tpch_q16/duckdb:parquet	101819495 / 101234704 / +0.6%	107217875 / 107983013 / -0.7%	0.95 / 0.94 / +1.3%
tpch_q17/duckdb:parquet	81958068 / 83532356 / -1.9%	119357965 / 111494874 / +7.1%	0.69 / 0.75 / -8.3%
tpch_q18/duckdb:parquet	155375094 / 155105356 / +0.2%	146161148 / 168722319 / -13.4% 🟢	1.06 / 0.92 / +15.6%
tpch_q19/duckdb:parquet	99068621 / 101306459 / -2.2%	132524965 / 130585211 / +1.5%	0.75 / 0.78 / -3.6%
tpch_q20/duckdb:parquet	147424273 / 147483884 / -0.0%	185567913 / 183798181 / +1.0%	0.79 / 0.80 / -1.0%
tpch_q21/duckdb:parquet	254928590 / 256761972 / -0.7%	273648001 / 277414077 / -1.4%	0.93 / 0.93 / +0.7%
tpch_q22/duckdb:parquet	169111167 / 169295168 / -0.1%	182229535 / 184401177 / -1.2%	0.93 / 0.92 / +1.1%

No file size changes detected.

github-actions · 2026-10-26T09:34:44Z

Benchmarks: Clickbench on NVME 📖

Commits: PR 5fa35605 vs base 6007f56b
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Engines: DataFusion No clear signal (+0.2%, low confidence) · DuckDB No clear signal (-0.9%, low confidence)
Vortex (geomean): hot 1.001x ➖ · cold 0.965x ➖
Parquet (geomean): hot 1.004x ➖ · cold 0.988x ➖
Shifts: Parquet (control) +0.4% · Median polish +0.0%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
Hot vs cold: Every measurement is run several times. The first run is reported as the cold run, and the median of the runs after it is reported as the hot run. The verdict and significance use hot runs; each target's geomean reports hot and cold beside each other where the individual runs were recorded and hot alone where they were not, the cold column shows first-run cost per row, and hot/cold is how much of each run the warm path saves. Rows whose results predate per-run reporting show only one value, taken from the value the runner reported.
Table cells: Each cell reads PR / base / %diff. The hot and cold columns mark a change as 🔴 slower or 🟢 faster once it clears this suite's threshold; anything smaller is noise here and is left unmarked, as is hot/cold, because a shift in the warm-up ratio is not a win or a loss by itself.

datafusion / vortex-file-compressed / ns (0.999x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/datafusion:vortex-file-compressed	1288100 / 1304642 / -1.3%	21651034 / 23060372 / -6.1%	0.06 / 0.06 / +5.2%
clickbench_q01/datafusion:vortex-file-compressed	6165066 / 6016898 / +2.5%	32274153 / 32155151 / +0.4%	0.19 / 0.19 / +2.1%
clickbench_q02/datafusion:vortex-file-compressed	9658338 / 9287742 / +4.0%	36847560 / 35616788 / +3.5%	0.26 / 0.26 / +0.5%
clickbench_q03/datafusion:vortex-file-compressed	10724432 / 10975450 / -2.3%	49547162 / 51471177 / -3.7%	0.22 / 0.21 / +1.5%
clickbench_q04/datafusion:vortex-file-compressed	56434205 / 55453187 / +1.8%	88508969 / 92360018 / -4.2%	0.64 / 0.60 / +6.2%
clickbench_q05/datafusion:vortex-file-compressed	74443723 / 77088490 / -3.4%	115711055 / 119815955 / -3.4%	0.64 / 0.64 / -0.0%
clickbench_q06/datafusion:vortex-file-compressed	1264716 / 1274888 / -0.8%	21880997 / 22868871 / -4.3%	0.06 / 0.06 / +3.7%
clickbench_q07/datafusion:vortex-file-compressed	9060176 / 9150700 / -1.0%	32773946 / 35173923 / -6.8%	0.28 / 0.26 / +6.3%
clickbench_q08/datafusion:vortex-file-compressed	74431631 / 73544702 / +1.2%	115247126 / 118623103 / -2.8%	0.65 / 0.62 / +4.2%
clickbench_q09/datafusion:vortex-file-compressed	169367342 / 171655662 / -1.3%	211122389 / 209871789 / +0.6%	0.80 / 0.82 / -1.9%
clickbench_q10/datafusion:vortex-file-compressed	22422850 / 21926572 / +2.3%	65143434 / 69124639 / -5.8%	0.34 / 0.32 / +8.5%
clickbench_q11/datafusion:vortex-file-compressed	23876832 / 26038515 / -8.3%	66021028 / 68347309 / -3.4%	0.36 / 0.38 / -5.1%
clickbench_q12/datafusion:vortex-file-compressed	70921818 / 70682438 / +0.3%	113174965 / 116846002 / -3.1%	0.63 / 0.60 / +3.6%
clickbench_q13/datafusion:vortex-file-compressed	115227056 / 117158986 / -1.6%	172772966 / 174979914 / -1.3%	0.67 / 0.67 / -0.4%
clickbench_q14/datafusion:vortex-file-compressed	75251488 / 75427898 / -0.2%	116002093 / 118503308 / -2.1%	0.65 / 0.64 / +1.9%
clickbench_q15/datafusion:vortex-file-compressed	60668860 / 61435322 / -1.2%	93484788 / 95821816 / -2.4%	0.65 / 0.64 / +1.2%
clickbench_q16/datafusion:vortex-file-compressed	155436798 / 148859716 / +4.4%	208470507 / 206050322 / +1.2%	0.75 / 0.72 / +3.2%
clickbench_q17/datafusion:vortex-file-compressed	150759766 / 147457430 / +2.2%	205839083 / 207587678 / -0.8%	0.73 / 0.71 / +3.1%
clickbench_q18/datafusion:vortex-file-compressed	305019303 / 290742786 / +4.9%	362549643 / 369566306 / -1.9%	0.84 / 0.79 / +6.9%
clickbench_q19/datafusion:vortex-file-compressed	7501428 / 7476052 / +0.3%	48157350 / 48922460 / -1.6%	0.16 / 0.15 / +1.9%
clickbench_q20/datafusion:vortex-file-compressed	61991933 / 61384079 / +1.0%	226183357 / 225736060 / +0.2%	0.27 / 0.27 / +0.8%
clickbench_q21/datafusion:vortex-file-compressed	87969710 / 89935443 / -2.2%	272895357 / 266420560 / +2.4%	0.32 / 0.34 / -4.5%
clickbench_q22/datafusion:vortex-file-compressed	98118814 / 100043192 / -1.9%	343221658 / 346772373 / -1.0%	0.29 / 0.29 / -0.9%
clickbench_q23/datafusion:vortex-file-compressed	192173754 / 192440084 / -0.1%	449897826 / 445577929 / +1.0%	0.43 / 0.43 / -1.1%
clickbench_q24/datafusion:vortex-file-compressed	14902440 / 14966834 / -0.4%	59711294 / 65701720 / -9.1%	0.25 / 0.23 / +9.6%
clickbench_q25/datafusion:vortex-file-compressed	18447692 / 17286266 / +6.7%	54689741 / 60086749 / -9.0%	0.34 / 0.29 / +17.3%
clickbench_q26/datafusion:vortex-file-compressed	15505915 / 15785928 / -1.8%	62352022 / 66302554 / -6.0%	0.25 / 0.24 / +4.4%
clickbench_q27/datafusion:vortex-file-compressed	93734010 / 96860494 / -3.2%	240131498 / 244289645 / -1.7%	0.39 / 0.40 / -1.6%
clickbench_q28/datafusion:vortex-file-compressed	555275190 / 555290896 / -0.0%	611173951 / 615839672 / -0.8%	0.91 / 0.90 / +0.8%
clickbench_q29/datafusion:vortex-file-compressed	22907613 / 22940622 / -0.1%	49692487 / 50224870 / -1.1%	0.46 / 0.46 / +0.9%
clickbench_q30/datafusion:vortex-file-compressed	55229732 / 57236357 / -3.5%	106285167 / 108513755 / -2.1%	0.52 / 0.53 / -1.5%
clickbench_q31/datafusion:vortex-file-compressed	67372866 / 67883608 / -0.8%	150647862 / 157940903 / -4.6%	0.45 / 0.43 / +4.1%
clickbench_q32/datafusion:vortex-file-compressed	283018668 / 282420366 / +0.2%	381142189 / 394396531 / -3.4%	0.74 / 0.72 / +3.7%
clickbench_q33/datafusion:vortex-file-compressed	318631169 / 316543194 / +0.7%	414706904 / 435323206 / -4.7%	0.77 / 0.73 / +5.7%
clickbench_q34/datafusion:vortex-file-compressed	318731033 / 318034441 / +0.2%	420485582 / 438611379 / -4.1%	0.76 / 0.73 / +4.5%
clickbench_q35/datafusion:vortex-file-compressed	55056586 / 54153953 / +1.7%	88304736 / 89998778 / -1.9%	0.62 / 0.60 / +3.6%
clickbench_q36/datafusion:vortex-file-compressed	37432604 / 37131350 / +0.8%	65183822 / 66275060 / -1.6%	0.57 / 0.56 / +2.5%
clickbench_q37/datafusion:vortex-file-compressed	21714664 / 21598583 / +0.5%	48000817 / 48468253 / -1.0%	0.45 / 0.45 / +1.5%
clickbench_q38/datafusion:vortex-file-compressed	11737292 / 11719197 / +0.2%	39243253 / 40146793 / -2.3%	0.30 / 0.29 / +2.5%
clickbench_q39/datafusion:vortex-file-compressed	77531366 / 77800469 / -0.3%	108283906 / 111079558 / -2.5%	0.72 / 0.70 / +2.2%
clickbench_q40/datafusion:vortex-file-compressed	11336788 / 11325121 / +0.1%	35679162 / 39198274 / -9.0%	0.32 / 0.29 / +10.0%
clickbench_q41/datafusion:vortex-file-compressed	10628162 / 10600512 / +0.3%	34584534 / 37177655 / -7.0%	0.31 / 0.29 / +7.8%
clickbench_q42/datafusion:vortex-file-compressed	10526192 / 11030888 / -4.6%	35547299 / 36991499 / -3.9%	0.30 / 0.30 / -0.7%

datafusion / parquet / ns (0.997x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/datafusion:parquet	1298554 / 1268716 / +2.4%	49750873 / 51124241 / -2.7%	0.03 / 0.02 / +5.2%
clickbench_q01/datafusion:parquet	16058440 / 16089920 / -0.2%	71082194 / 65630148 / +8.3%	0.23 / 0.25 / -7.9%
clickbench_q02/datafusion:parquet	19213170 / 18793674 / +2.2%	80329834 / 78448819 / +2.4%	0.24 / 0.24 / -0.2%
clickbench_q03/datafusion:parquet	17406278 / 17349108 / +0.3%	76499481 / 79525926 / -3.8%	0.23 / 0.22 / +4.3%
clickbench_q04/datafusion:parquet	63319786 / 63027220 / +0.5%	123583584 / 123847216 / -0.2%	0.51 / 0.51 / +0.7%
clickbench_q05/datafusion:parquet	88951344 / 88760399 / +0.2%	153724272 / 158971802 / -3.3%	0.58 / 0.56 / +3.6%
clickbench_q06/datafusion:parquet	1280487 / 1287868 / -0.6%	47861770 / 49588509 / -3.5%	0.03 / 0.03 / +3.0%
clickbench_q07/datafusion:parquet	16591538 / 17157413 / -3.3%	67941335 / 66850290 / +1.6%	0.24 / 0.26 / -4.9%
clickbench_q08/datafusion:parquet	86963653 / 84244301 / +3.2%	158966045 / 161378827 / -1.5%	0.55 / 0.52 / +4.8%
clickbench_q09/datafusion:parquet	187719130 / 191024582 / -1.7%	266985047 / 263407630 / +1.4%	0.70 / 0.73 / -3.0%
clickbench_q10/datafusion:parquet	35913474 / 36590950 / -1.9%	99250952 / 100322170 / -1.1%	0.36 / 0.36 / -0.8%
clickbench_q11/datafusion:parquet	42631622 / 43190578 / -1.3%	109636480 / 109774441 / -0.1%	0.39 / 0.39 / -1.2%
clickbench_q12/datafusion:parquet	95948440 / 95272160 / +0.7%	160124714 / 159541492 / +0.4%	0.60 / 0.60 / +0.3%
clickbench_q13/datafusion:parquet	147883136 / 145225851 / +1.8%	223690287 / 224581035 / -0.4%	0.66 / 0.65 / +2.2%
clickbench_q14/datafusion:parquet	102581779 / 102137856 / +0.4%	171123456 / 171355673 / -0.1%	0.60 / 0.60 / +0.6%
clickbench_q15/datafusion:parquet	72208177 / 70866623 / +1.9%	130054109 / 130999374 / -0.7%	0.56 / 0.54 / +2.6%
clickbench_q16/datafusion:parquet	153881898 / 155371138 / -1.0%	232278571 / 234303856 / -0.9%	0.66 / 0.66 / -0.1%
clickbench_q17/datafusion:parquet	156889043 / 158620068 / -1.1%	233022871 / 233577309 / -0.2%	0.67 / 0.68 / -0.9%
clickbench_q18/datafusion:parquet	306950498 / 310209754 / -1.1%	414862189 / 418634156 / -0.9%	0.74 / 0.74 / -0.2%
clickbench_q19/datafusion:parquet	18890056 / 19777966 / -4.5%	72426425 / 77096391 / -6.1%	0.26 / 0.26 / +1.7%
clickbench_q20/datafusion:parquet	178443494 / 178226494 / +0.1%	272048159 / 281264081 / -3.3%	0.66 / 0.63 / +3.5%
clickbench_q21/datafusion:parquet	171009062 / 175268167 / -2.4%	287969209 / 302525397 / -4.8%	0.59 / 0.58 / +2.5%
clickbench_q22/datafusion:parquet	259739763 / 261014069 / -0.5%	408946241 / 429040432 / -4.7%	0.64 / 0.61 / +4.4%
clickbench_q23/datafusion:parquet	1012085680 / 1018041518 / -0.6%	1194344302 / 1198770238 / -0.4%	0.85 / 0.85 / -0.2%
clickbench_q24/datafusion:parquet	29928484 / 30001904 / -0.2%	86645853 / 89285230 / -3.0%	0.35 / 0.34 / +2.8%
clickbench_q25/datafusion:parquet	37429952 / 37165138 / +0.7%	97554943 / 101970535 / -4.3%	0.38 / 0.36 / +5.3%
clickbench_q26/datafusion:parquet	30534508 / 30732686 / -0.6%	85438988 / 90386987 / -5.5%	0.36 / 0.34 / +5.1%
clickbench_q27/datafusion:parquet	192414296 / 192352020 / +0.0%	281252085 / 292718215 / -3.9%	0.68 / 0.66 / +4.1%
clickbench_q28/datafusion:parquet	617411586 / 616011446 / +0.2%	701658816 / 706246835 / -0.6%	0.88 / 0.87 / +0.9%
clickbench_q29/datafusion:parquet	29352671 / 30848377 / -4.8%	87004056 / 88281086 / -1.4%	0.34 / 0.35 / -3.5%
clickbench_q30/datafusion:parquet	90645138 / 91546740 / -1.0%	164535410 / 171195023 / -3.9%	0.55 / 0.53 / +3.0%
clickbench_q31/datafusion:parquet	102279728 / 102737384 / -0.4%	187620080 / 197354167 / -4.9%	0.55 / 0.52 / +4.7%
clickbench_q32/datafusion:parquet	310049132 / 310526964 / -0.2%	431118231 / 429248670 / +0.4%	0.72 / 0.72 / -0.6%
clickbench_q33/datafusion:parquet	377214615 / 378114418 / -0.2%	468791645 / 478562688 / -2.0%	0.80 / 0.79 / +1.8%
clickbench_q34/datafusion:parquet	377364770 / 376567220 / +0.2%	476245647 / 478230381 / -0.4%	0.79 / 0.79 / +0.6%
clickbench_q35/datafusion:parquet	64881420 / 62843460 / +3.2%	120724905 / 127022133 / -5.0%	0.54 / 0.49 / +8.6%
clickbench_q36/datafusion:parquet	73431956 / 73804090 / -0.5%	132020743 / 136776942 / -3.5%	0.56 / 0.54 / +3.1%
clickbench_q37/datafusion:parquet	35460901 / 35770498 / -0.9%	89405324 / 90540080 / -1.3%	0.40 / 0.40 / +0.4%
clickbench_q38/datafusion:parquet	47535247 / 47480544 / +0.1%	105091409 / 107213981 / -2.0%	0.45 / 0.44 / +2.1%
clickbench_q39/datafusion:parquet	143542514 / 144885480 / -0.9%	206830155 / 209187833 / -1.1%	0.69 / 0.69 / +0.2%
clickbench_q40/datafusion:parquet	19677588 / 20386744 / -3.5%	73803439 / 77217672 / -4.4%	0.27 / 0.26 / +1.0%
clickbench_q41/datafusion:parquet	18991896 / 18829462 / +0.9%	74101502 / 74968680 / -1.2%	0.26 / 0.25 / +2.0%
clickbench_q42/datafusion:parquet	19429386 / 19321909 / +0.6%	72752710 / 74337182 / -2.1%	0.27 / 0.26 / +2.7%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/duckdb:vortex-file-compressed	2224430 / 2172570 / +2.4%	24248057 / 24052845 / +0.8%	0.09 / 0.09 / +1.6%
clickbench_q01/duckdb:vortex-file-compressed	6976732 / 7146862 / -2.4%	25167608 / 26024690 / -3.3%	0.28 / 0.27 / +0.9%
clickbench_q02/duckdb:vortex-file-compressed	8145404 / 7974729 / +2.1%	33890486 / 33773292 / +0.3%	0.24 / 0.24 / +1.8%
clickbench_q03/duckdb:vortex-file-compressed	14073366 / 14316473 / -1.7%	50618229 / 58241940 / -13.1% 🟢	0.28 / 0.25 / +13.1%
clickbench_q04/duckdb:vortex-file-compressed	55468248 / 55842188 / -0.7%	92773731 / 100080689 / -7.3%	0.60 / 0.56 / +7.2%
clickbench_q05/duckdb:vortex-file-compressed	63962612 / 63177782 / +1.2%	97895494 / 92366265 / +6.0%	0.65 / 0.68 / -4.5%
clickbench_q06/duckdb:vortex-file-compressed	2752475 / 2587537 / +6.4%	29656436 / 31784042 / -6.7%	0.09 / 0.08 / +14.0%
clickbench_q07/duckdb:vortex-file-compressed	8466853 / 8333009 / +1.6%	27981850 / 28266042 / -1.0%	0.30 / 0.29 / +2.6%
clickbench_q08/duckdb:vortex-file-compressed	67174078 / 66589547 / +0.9%	104491346 / 114602027 / -8.8%	0.64 / 0.58 / +10.6%
clickbench_q09/duckdb:vortex-file-compressed	87256684 / 87913618 / -0.7%	118662600 / 127731482 / -7.1%	0.74 / 0.69 / +6.8%
clickbench_q10/duckdb:vortex-file-compressed	26203094 / 26409035 / -0.8%	63477855 / 67837264 / -6.4%	0.41 / 0.39 / +6.0%
clickbench_q11/duckdb:vortex-file-compressed	28796102 / 29139368 / -1.2%	65900883 / 73580790 / -10.4% 🟢	0.44 / 0.40 / +10.3%
clickbench_q12/duckdb:vortex-file-compressed	69575388 / 68545553 / +1.5%	97309031 / 102701300 / -5.3%	0.71 / 0.67 / +7.1%
clickbench_q13/duckdb:vortex-file-compressed	121183689 / 126158386 / -3.9%	157917661 / 166053128 / -4.9%	0.77 / 0.76 / +1.0%
clickbench_q14/duckdb:vortex-file-compressed	72678194 / 72528003 / +0.2%	101055721 / 100277765 / +0.8%	0.72 / 0.72 / -0.6%
clickbench_q15/duckdb:vortex-file-compressed	75164188 / 74965290 / +0.3%	108791762 / 115072884 / -5.5%	0.69 / 0.65 / +6.1%
clickbench_q16/duckdb:vortex-file-compressed	139286342 / 135928823 / +2.5%	176185249 / 179987397 / -2.1%	0.79 / 0.76 / +4.7%
clickbench_q17/duckdb:vortex-file-compressed	139123626 / 137013942 / +1.5%	170550118 / 174710161 / -2.4%	0.82 / 0.78 / +4.0%
clickbench_q18/duckdb:vortex-file-compressed	258758638 / 253334790 / +2.1%	312892942 / 317534382 / -1.5%	0.83 / 0.80 / +3.7%
clickbench_q19/duckdb:vortex-file-compressed	9411916 / 9276146 / +1.5%	39718791 / 43120763 / -7.9%	0.24 / 0.22 / +10.2%
clickbench_q20/duckdb:vortex-file-compressed	65466154 / 65756518 / -0.4%	164895978 / 167639221 / -1.6%	0.40 / 0.39 / +1.2%
clickbench_q21/duckdb:vortex-file-compressed	96709949 / 98238434 / -1.6%	269188670 / 280776702 / -4.1%	0.36 / 0.35 / +2.7%
clickbench_q22/duckdb:vortex-file-compressed	175072886 / 174033322 / +0.6%	394282821 / 435745238 / -9.5%	0.44 / 0.40 / +11.2%
clickbench_q23/duckdb:vortex-file-compressed	34165202 / 33860871 / +0.9%	85608417 / 87579328 / -2.3%	0.40 / 0.39 / +3.2%
clickbench_q24/duckdb:vortex-file-compressed	13827949 / 14000227 / -1.2%	34317901 / 36664604 / -6.4%	0.40 / 0.38 / +5.5%
clickbench_q25/duckdb:vortex-file-compressed	18518256 / 18565340 / -0.3%	48312881 / 52252121 / -7.5%	0.38 / 0.36 / +7.9%
clickbench_q26/duckdb:vortex-file-compressed	11632406 / 11999314 / -3.1%	33442831 / 35687835 / -6.3%	0.35 / 0.34 / +3.4%
clickbench_q27/duckdb:vortex-file-compressed	53403616 / 55799266 / -4.3%	214896692 / 227799285 / -5.7%	0.25 / 0.24 / +1.5%
clickbench_q28/duckdb:vortex-file-compressed	504074408 / 508204790 / -0.8%	570354460 / 585211653 / -2.5%	0.88 / 0.87 / +1.8%
clickbench_q29/duckdb:vortex-file-compressed	17660452 / 16283394 / +8.5%	41947135 / 42982306 / -2.4%	0.42 / 0.38 / +11.1%
clickbench_q30/duckdb:vortex-file-compressed	60680964 / 59478993 / +2.0%	101667857 / 111300058 / -8.7%	0.60 / 0.53 / +11.7%
clickbench_q31/duckdb:vortex-file-compressed	108744952 / 108214884 / +0.5%	159713803 / 199129199 / -19.8% 🟢	0.68 / 0.54 / +25.3%
clickbench_q32/duckdb:vortex-file-compressed	365365866 / 364522408 / +0.2%	403056477 / 405512913 / -0.6%	0.91 / 0.90 / +0.8%
clickbench_q33/duckdb:vortex-file-compressed	347148870 / 343696242 / +1.0%	429204162 / 440115875 / -2.5%	0.81 / 0.78 / +3.6%
clickbench_q34/duckdb:vortex-file-compressed	360338024 / 365736895 / -1.5%	447888963 / 465656525 / -3.8%	0.80 / 0.79 / +2.4%
clickbench_q35/duckdb:vortex-file-compressed	56283080 / 56198359 / +0.2%	93808032 / 91704492 / +2.3%	0.60 / 0.61 / -2.1%
clickbench_q36/duckdb:vortex-file-compressed	11659192 / 11794374 / -1.1%	32490615 / 32910711 / -1.3%	0.36 / 0.36 / +0.1%
clickbench_q37/duckdb:vortex-file-compressed	7903081 / 7743196 / +2.1%	29342731 / 28444340 / +3.2%	0.27 / 0.27 / -1.1%
clickbench_q38/duckdb:vortex-file-compressed	8581475 / 8645412 / -0.7%	30049770 / 32162582 / -6.6%	0.29 / 0.27 / +6.2%
clickbench_q39/duckdb:vortex-file-compressed	19343698 / 19338759 / +0.0%	40138064 / 41032344 / -2.2%	0.48 / 0.47 / +2.3%
clickbench_q40/duckdb:vortex-file-compressed	7012446 / 6812312 / +2.9%	29040814 / 28587829 / +1.6%	0.24 / 0.24 / +1.3%
clickbench_q41/duckdb:vortex-file-compressed	7763116 / 7812034 / -0.6%	30931924 / 32072500 / -3.6%	0.25 / 0.24 / +3.0%
clickbench_q42/duckdb:vortex-file-compressed	7032746 / 7104012 / -1.0%	29355753 / 28012450 / +4.8%	0.24 / 0.25 / -5.5%

duckdb / parquet / ns (1.012x ➖, 1↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/duckdb:parquet	10175274 / 11388416 / -10.7% 🟢	17654849 / 18835642 / -6.3%	0.58 / 0.60 / -4.7%
clickbench_q01/duckdb:parquet	16761334 / 15960382 / +5.0%	23670935 / 24956266 / -5.2%	0.71 / 0.64 / +10.7%
clickbench_q02/duckdb:parquet	24151378 / 23286130 / +3.7%	34202905 / 34588819 / -1.1%	0.71 / 0.67 / +4.9%
clickbench_q03/duckdb:parquet	24997064 / 24575980 / +1.7%	36578919 / 36189599 / +1.1%	0.68 / 0.68 / +0.6%
clickbench_q04/duckdb:parquet	63713763 / 63711340 / +0.0%	77461376 / 77486226 / -0.0%	0.82 / 0.82 / +0.0%
clickbench_q05/duckdb:parquet	84118602 / 83742701 / +0.4%	104793796 / 97014962 / +8.0%	0.80 / 0.86 / -7.0%
clickbench_q06/duckdb:parquet	22618226 / 21646906 / +4.5%	31810865 / 34119934 / -6.8%	0.71 / 0.63 / +12.1%
clickbench_q07/duckdb:parquet	18518035 / 18580810 / -0.3%	29108700 / 26111463 / +11.5% 🔴	0.64 / 0.71 / -10.6%
clickbench_q08/duckdb:parquet	78040084 / 75837146 / +2.9%	92518588 / 94282010 / -1.9%	0.84 / 0.80 / +4.9%
clickbench_q09/duckdb:parquet	104119258 / 104703820 / -0.6%	119845982 / 123002743 / -2.6%	0.87 / 0.85 / +2.1%
clickbench_q10/duckdb:parquet	42818832 / 42072002 / +1.8%	59966993 / 57874861 / +3.6%	0.71 / 0.73 / -1.8%
clickbench_q11/duckdb:parquet	47237854 / 46428997 / +1.7%	66889824 / 64501176 / +3.7%	0.71 / 0.72 / -1.9%
clickbench_q12/duckdb:parquet	93106019 / 92525410 / +0.6%	112562878 / 116488416 / -3.4%	0.83 / 0.79 / +4.1%
clickbench_q13/duckdb:parquet	151418230 / 150512858 / +0.6%	172843292 / 175350940 / -1.4%	0.88 / 0.86 / +2.1%
clickbench_q14/duckdb:parquet	101313854 / 103032072 / -1.7%	125200512 / 125273556 / -0.1%	0.81 / 0.82 / -1.6%
clickbench_q15/duckdb:parquet	89431214 / 88558230 / +1.0%	109068140 / 108354357 / +0.7%	0.82 / 0.82 / +0.3%
clickbench_q16/duckdb:parquet	176683738 / 177705948 / -0.6%	186607476 / 183720855 / +1.6%	0.95 / 0.97 / -2.1%
clickbench_q17/duckdb:parquet	173319108 / 173979522 / -0.4%	192909533 / 190952813 / +1.0%	0.90 / 0.91 / -1.4%
clickbench_q18/duckdb:parquet	304014093 / 303276564 / +0.2%	333064739 / 331866195 / +0.4%	0.91 / 0.91 / -0.1%
clickbench_q19/duckdb:parquet	21070230 / 21375160 / -1.4%	30701708 / 32233997 / -4.8%	0.69 / 0.66 / +3.5%
clickbench_q20/duckdb:parquet	194229382 / 194174540 / +0.0%	234218472 / 235675815 / -0.6%	0.83 / 0.82 / +0.7%
clickbench_q21/duckdb:parquet	228278517 / 210313230 / +8.5%	275561989 / 273235444 / +0.9%	0.83 / 0.77 / +7.6%
clickbench_q22/duckdb:parquet	317973222 / 303346990 / +4.8%	356607484 / 353435192 / +0.9%	0.89 / 0.86 / +3.9%
clickbench_q23/duckdb:parquet	165534607 / 170959700 / -3.2%	247427898 / 224512475 / +10.2% 🔴	0.67 / 0.76 / -12.1%
clickbench_q24/duckdb:parquet	32506870 / 33132930 / -1.9%	37003418 / 47473331 / -22.1% 🟢	0.88 / 0.70 / +25.9%
clickbench_q25/duckdb:parquet	43596654 / 43556593 / +0.1%	61472734 / 61544847 / -0.1%	0.71 / 0.71 / +0.2%
clickbench_q26/duckdb:parquet	32794512 / 33053908 / -0.8%	50714524 / 54067106 / -6.2%	0.65 / 0.61 / +5.8%
clickbench_q27/duckdb:parquet	183939566 / 189948668 / -3.2%	227915988 / 224609904 / +1.5%	0.81 / 0.85 / -4.6%
clickbench_q28/duckdb:parquet	938134889 / 937813022 / +0.0%	914066768 / 917915213 / -0.4%	1.03 / 1.02 / +0.5%
clickbench_q29/duckdb:parquet	26023603 / 25911484 / +0.4%	34830637 / 34914555 / -0.2%	0.75 / 0.74 / +0.7%
clickbench_q30/duckdb:parquet	106771332 / 105274490 / +1.4%	139581459 / 132566718 / +5.3%	0.76 / 0.79 / -3.7%
clickbench_q31/duckdb:parquet	163447963 / 136720195 / +19.5% 🔴	185379264 / 180532654 / +2.7%	0.88 / 0.76 / +16.4%
clickbench_q32/duckdb:parquet	399461412 / 383036348 / +4.3%	419915363 / 408921095 / +2.7%	0.95 / 0.94 / +1.6%
clickbench_q33/duckdb:parquet	479969821 / 461644982 / +4.0%	455102487 / 451734062 / +0.7%	1.05 / 1.02 / +3.2%
clickbench_q34/duckdb:parquet	473259540 / 465610804 / +1.6%	465975348 / 473934572 / -1.7%	1.02 / 0.98 / +3.4%
clickbench_q35/duckdb:parquet	63071465 / 62639100 / +0.7%	75822811 / 79033772 / -4.1%	0.83 / 0.79 / +5.0%
clickbench_q36/duckdb:parquet	32219531 / 32630010 / -1.3%	40862200 / 40597027 / +0.7%	0.79 / 0.80 / -1.9%
clickbench_q37/duckdb:parquet	25905420 / 25528228 / +1.5%	34939418 / 35635807 / -2.0%	0.74 / 0.72 / +3.5%
clickbench_q38/duckdb:parquet	26359423 / 25650192 / +2.8%	34809957 / 35500038 / -1.9%	0.76 / 0.72 / +4.8%
clickbench_q39/duckdb:parquet	54817056 / 53578876 / +2.3%	64318118 / 63866277 / +0.7%	0.85 / 0.84 / +1.6%
clickbench_q40/duckdb:parquet	16489501 / 16122295 / +2.3%	24172397 / 24112354 / +0.2%	0.68 / 0.67 / +2.0%
clickbench_q41/duckdb:parquet	16325338 / 16244324 / +0.5%	23977787 / 26331668 / -8.9%	0.68 / 0.62 / +10.4%
clickbench_q42/duckdb:parquet	16668159 / 16450807 / +1.3%	25307651 / 25091746 / +0.9%	0.66 / 0.66 / +0.5%

No file size changes detected.

github-actions · 2026-10-26T09:34:45Z

Benchmarks: TPC-DS SF=1 on NVME 📖

Commits: PR 5fa35605 vs base e5a4e664
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.4%
Engines: DataFusion No clear signal (+0.5%, low confidence) · DuckDB No clear signal (+0.3%, low confidence)
Vortex (geomean): hot 1.002x ➖ · cold 0.982x ➖
Parquet (geomean): hot 0.998x ➖ · cold 0.994x ➖
Shifts: Parquet (control) -0.2% · Median polish -0.1%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
Hot vs cold: Every measurement is run several times. The first run is reported as the cold run, and the median of the runs after it is reported as the hot run. The verdict and significance use hot runs; each target's geomean reports hot and cold beside each other where the individual runs were recorded and hot alone where they were not, the cold column shows first-run cost per row, and hot/cold is how much of each run the warm path saves. Rows whose results predate per-run reporting show only one value, taken from the value the runner reported.
Table cells: Each cell reads PR / base / %diff. The hot and cold columns mark a change as 🔴 slower or 🟢 faster once it clears this suite's threshold; anything smaller is noise here and is left unmarked, as is hot/cold, because a shift in the warm-up ratio is not a win or a loss by itself.

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/datafusion:vortex-file-compressed	25016006 / 25672984 / -2.6%	41088268 / 41247001 / -0.4%	0.61 / 0.62 / -2.2%
tpcds_q02/datafusion:vortex-file-compressed	47467212 / 47251768 / +0.5%	65769964 / 64373590 / +2.2%	0.72 / 0.73 / -1.7%
tpcds_q03/datafusion:vortex-file-compressed	11686399 / 11756532 / -0.6%	26955465 / 28417588 / -5.1%	0.43 / 0.41 / +4.8%
tpcds_q04/datafusion:vortex-file-compressed	124465623 / 123863559 / +0.5%	152673886 / 153822680 / -0.7%	0.82 / 0.81 / +1.2%
tpcds_q05/datafusion:vortex-file-compressed	59447908 / 59869078 / -0.7%	80567559 / 80566472 / +0.0%	0.74 / 0.74 / -0.7%
tpcds_q06/datafusion:vortex-file-compressed	22967590 / 22774394 / +0.8%	46084433 / 43972346 / +4.8%	0.50 / 0.52 / -3.8%
tpcds_q07/datafusion:vortex-file-compressed	31751896 / 31297770 / +1.5%	52315725 / 52831062 / -1.0%	0.61 / 0.59 / +2.5%
tpcds_q08/datafusion:vortex-file-compressed	24921332 / 24890324 / +0.1%	43221170 / 42326396 / +2.1%	0.58 / 0.59 / -1.9%
tpcds_q09/datafusion:vortex-file-compressed	18053692 / 18145646 / -0.5%	32293768 / 33927871 / -4.8%	0.56 / 0.53 / +4.5%
tpcds_q10/datafusion:vortex-file-compressed	27591458 / 27695479 / -0.4%	46807867 / 50714857 / -7.7%	0.59 / 0.55 / +7.9%
tpcds_q11/datafusion:vortex-file-compressed	65751702 / 64289642 / +2.3%	89725134 / 92706852 / -3.2%	0.73 / 0.69 / +5.7%
tpcds_q12/datafusion:vortex-file-compressed	16824118 / 17131318 / -1.8%	32424713 / 32779109 / -1.1%	0.52 / 0.52 / -0.7%
tpcds_q13/datafusion:vortex-file-compressed	32057400 / 32387897 / -1.0%	54975992 / 54805007 / +0.3%	0.58 / 0.59 / -1.3%
tpcds_q14/datafusion:vortex-file-compressed	499458790 / 500429229 / -0.2%	551366707 / 551989243 / -0.1%	0.91 / 0.91 / -0.1%
tpcds_q15/datafusion:vortex-file-compressed	16066700 / 15540270 / +3.4%	34158441 / 34713024 / -1.6%	0.47 / 0.45 / +5.1%
tpcds_q16/datafusion:vortex-file-compressed	20177279 / 19905709 / +1.4%	39873950 / 39412898 / +1.2%	0.51 / 0.51 / +0.2%
tpcds_q17/datafusion:vortex-file-compressed	60273102 / 59799738 / +0.8%	82320758 / 72452562 / +13.6% 🔴	0.73 / 0.83 / -11.3%
tpcds_q18/datafusion:vortex-file-compressed	68786755 / 68783522 / +0.0%	91087044 / 90128327 / +1.1%	0.76 / 0.76 / -1.0%
tpcds_q19/datafusion:vortex-file-compressed	17488250 / 17197019 / +1.7%	37162942 / 37806258 / -1.7%	0.47 / 0.45 / +3.5%
tpcds_q20/datafusion:vortex-file-compressed	17519422 / 18129566 / -3.4%	34181494 / 35523224 / -3.8%	0.51 / 0.51 / +0.4%
tpcds_q21/datafusion:vortex-file-compressed	16352852 / 16268145 / +0.5%	36123688 / 39610030 / -8.8%	0.45 / 0.41 / +10.2%
tpcds_q22/datafusion:vortex-file-compressed	58491192 / 58046436 / +0.8%	77499557 / 82813584 / -6.4%	0.75 / 0.70 / +7.7%
tpcds_q23/datafusion:vortex-file-compressed	72315112 / 72596076 / -0.4%	100544046 / 98877391 / +1.7%	0.72 / 0.73 / -2.0%
tpcds_q24/datafusion:vortex-file-compressed	67730316 / 67709287 / +0.0%	88383056 / 89855218 / -1.6%	0.77 / 0.75 / +1.7%
tpcds_q25/datafusion:vortex-file-compressed	54189188 / 50504160 / +7.3%	78581982 / 76974406 / +2.1%	0.69 / 0.66 / +5.1%
tpcds_q26/datafusion:vortex-file-compressed	30911538 / 30467113 / +1.5%	48573758 / 51047473 / -4.8%	0.64 / 0.60 / +6.6%
tpcds_q27/datafusion:vortex-file-compressed	61625968 / 59955359 / +2.8%	86923866 / 86058659 / +1.0%	0.71 / 0.70 / +1.8%
tpcds_q28/datafusion:vortex-file-compressed	17876202 / 18259728 / -2.1%	33614487 / 33437523 / +0.5%	0.53 / 0.55 / -2.6%
tpcds_q29/datafusion:vortex-file-compressed	59063552 / 55060957 / +7.3%	80491379 / 81297203 / -1.0%	0.73 / 0.68 / +8.3%
tpcds_q30/datafusion:vortex-file-compressed	27165614 / 26924086 / +0.9%	44246992 / 45596721 / -3.0%	0.61 / 0.59 / +4.0%
tpcds_q31/datafusion:vortex-file-compressed	58577688 / 59847278 / -2.1%	83392014 / 81736187 / +2.0%	0.70 / 0.73 / -4.1%
tpcds_q32/datafusion:vortex-file-compressed	13626670 / 13631567 / -0.0%	30834564 / 31317489 / -1.5%	0.44 / 0.44 / +1.5%
tpcds_q33/datafusion:vortex-file-compressed	27979942 / 27622532 / +1.3%	48614009 / 51469103 / -5.5%	0.58 / 0.54 / +7.2%
tpcds_q34/datafusion:vortex-file-compressed	17666850 / 17170478 / +2.9%	34779972 / 34310614 / +1.4%	0.51 / 0.50 / +1.5%
tpcds_q35/datafusion:vortex-file-compressed	34890358 / 34652170 / +0.7%	56080893 / 57676313 / -2.8%	0.62 / 0.60 / +3.6%
tpcds_q36/datafusion:vortex-file-compressed	48723236 / 47267199 / +3.1%	69336917 / 70714332 / -1.9%	0.70 / 0.67 / +5.1%
tpcds_q37/datafusion:vortex-file-compressed	12852344 / 12554143 / +2.4%	31474403 / 32228794 / -2.3%	0.41 / 0.39 / +4.8%
tpcds_q38/datafusion:vortex-file-compressed	30115971 / 29911626 / +0.7%	49948167 / 49605828 / +0.7%	0.60 / 0.60 / -0.0%
tpcds_q39/datafusion:vortex-file-compressed	61325948 / 61783018 / -0.7%	86660167 / 88711125 / -2.3%	0.71 / 0.70 / +1.6%
tpcds_q40/datafusion:vortex-file-compressed	24451528 / 24040153 / +1.7%	43366444 / 44247436 / -2.0%	0.56 / 0.54 / +3.8%
tpcds_q41/datafusion:vortex-file-compressed	17544685 / 17479229 / +0.4%	30655197 / 31205163 / -1.8%	0.57 / 0.56 / +2.2%
tpcds_q42/datafusion:vortex-file-compressed	11563068 / 11549689 / +0.1%	26479053 / 28935129 / -8.5%	0.44 / 0.40 / +9.4%
tpcds_q43/datafusion:vortex-file-compressed	12858554 / 13198676 / -2.6%	28813262 / 29923669 / -3.7%	0.45 / 0.44 / +1.2%
tpcds_q44/datafusion:vortex-file-compressed	26096124 / 26263401 / -0.6%	46813274 / 49493361 / -5.4%	0.56 / 0.53 / +5.1%
tpcds_q45/datafusion:vortex-file-compressed	18623381 / 18640929 / -0.1%	36937019 / 37106483 / -0.5%	0.50 / 0.50 / +0.4%
tpcds_q46/datafusion:vortex-file-compressed	23579416 / 23778491 / -0.8%	44661600 / 45721175 / -2.3%	0.53 / 0.52 / +1.5%
tpcds_q47/datafusion:vortex-file-compressed	77582758 / 78598074 / -1.3%	105360763 / 107090477 / -1.6%	0.74 / 0.73 / +0.3%
tpcds_q48/datafusion:vortex-file-compressed	29695124 / 30379668 / -2.3%	49208103 / 50927529 / -3.4%	0.60 / 0.60 / +1.2%
tpcds_q49/datafusion:vortex-file-compressed	58899241 / 57353936 / +2.7%	79982576 / 86991605 / -8.1%	0.74 / 0.66 / +11.7%
tpcds_q50/datafusion:vortex-file-compressed	32979468 / 32637936 / +1.0%	52827405 / 54176991 / -2.5%	0.62 / 0.60 / +3.6%
tpcds_q51/datafusion:vortex-file-compressed	67994402 / 67709290 / +0.4%	86981138 / 90385858 / -3.8%	0.78 / 0.75 / +4.4%
tpcds_q52/datafusion:vortex-file-compressed	12034486 / 11796804 / +2.0%	26320323 / 27100679 / -2.9%	0.46 / 0.44 / +5.0%
tpcds_q53/datafusion:vortex-file-compressed	17996431 / 17847696 / +0.8%	37621435 / 38737401 / -2.9%	0.48 / 0.46 / +3.8%
tpcds_q54/datafusion:vortex-file-compressed	33613682 / 33525110 / +0.3%	59225816 / 58830806 / +0.7%	0.57 / 0.57 / -0.4%
tpcds_q55/datafusion:vortex-file-compressed	11422580 / 11842734 / -3.5%	26664319 / 27210148 / -2.0%	0.43 / 0.44 / -1.6%
tpcds_q56/datafusion:vortex-file-compressed	27622668 / 27067519 / +2.1%	49136219 / 48024483 / +2.3%	0.56 / 0.56 / -0.3%
tpcds_q57/datafusion:vortex-file-compressed	77678492 / 78380814 / -0.9%	100937693 / 101677590 / -0.7%	0.77 / 0.77 / -0.2%
tpcds_q58/datafusion:vortex-file-compressed	41493594 / 40302544 / +3.0%	64931789 / 65185105 / -0.4%	0.64 / 0.62 / +3.4%
tpcds_q59/datafusion:vortex-file-compressed	30683386 / 31132250 / -1.4%	51687863 / 53523204 / -3.4%	0.59 / 0.58 / +2.1%
tpcds_q60/datafusion:vortex-file-compressed	27344168 / 26898508 / +1.7%	46457848 / 48034433 / -3.3%	0.59 / 0.56 / +5.1%
tpcds_q61/datafusion:vortex-file-compressed	22858218 / 23503468 / -2.7%	45509119 / 44713692 / +1.8%	0.50 / 0.53 / -4.4%
tpcds_q62/datafusion:vortex-file-compressed	18342488 / 18338599 / +0.0%	33383113 / 35185599 / -5.1%	0.55 / 0.52 / +5.4%
tpcds_q63/datafusion:vortex-file-compressed	18225718 / 17910368 / +1.8%	36787438 / 37942430 / -3.0%	0.50 / 0.47 / +5.0%
tpcds_q64/datafusion:vortex-file-compressed	225909438 / 228138388 / -1.0%	263408215 / 261272011 / +0.8%	0.86 / 0.87 / -1.8%
tpcds_q65/datafusion:vortex-file-compressed	75825042 / 75149845 / +0.9%	94416159 / 94335376 / +0.1%	0.80 / 0.80 / +0.8%
tpcds_q66/datafusion:vortex-file-compressed	52952806 / 53162848 / -0.4%	71317062 / 73519860 / -3.0%	0.74 / 0.72 / +2.7%
tpcds_q67/datafusion:vortex-file-compressed	57802652 / 58626506 / -1.4%	85992517 / 86386464 / -0.5%	0.67 / 0.68 / -1.0%
tpcds_q68/datafusion:vortex-file-compressed	22847418 / 22610580 / +1.0%	46298078 / 45666938 / +1.4%	0.49 / 0.50 / -0.3%
tpcds_q69/datafusion:vortex-file-compressed	28085402 / 27693654 / +1.4%	47783100 / 49011087 / -2.5%	0.59 / 0.57 / +4.0%
tpcds_q70/datafusion:vortex-file-compressed	71134080 / 70689321 / +0.6%	90013501 / 91463253 / -1.6%	0.79 / 0.77 / +2.2%
tpcds_q71/datafusion:vortex-file-compressed	20087914 / 19466657 / +3.2%	37785233 / 39031025 / -3.2%	0.53 / 0.50 / +6.6%
tpcds_q72/datafusion:vortex-file-compressed	355180777 / 340595252 / +4.3%	386799704 / 397645540 / -2.7%	0.92 / 0.86 / +7.2%
tpcds_q73/datafusion:vortex-file-compressed	16516214 / 16574258 / -0.4%	34362059 / 35141948 / -2.2%	0.48 / 0.47 / +1.9%
tpcds_q74/datafusion:vortex-file-compressed	46606434 / 46908086 / -0.6%	70157113 / 71189575 / -1.5%	0.66 / 0.66 / +0.8%
tpcds_q75/datafusion:vortex-file-compressed	140133068 / 140784992 / -0.5%	153019669 / 168682018 / -9.3%	0.92 / 0.83 / +9.7%
tpcds_q76/datafusion:vortex-file-compressed	26880312 / 26559426 / +1.2%	43835251 / 46621424 / -6.0%	0.61 / 0.57 / +7.6%
tpcds_q77/datafusion:vortex-file-compressed	46180812 / 45923478 / +0.6%	66536225 / 67918134 / -2.0%	0.69 / 0.68 / +2.6%
tpcds_q78/datafusion:vortex-file-compressed	69377075 / 69485394 / -0.2%	95837278 / 96447913 / -0.6%	0.72 / 0.72 / +0.5%
tpcds_q79/datafusion:vortex-file-compressed	20139184 / 19854194 / +1.4%	40916607 / 41568729 / -1.6%	0.49 / 0.48 / +3.1%
tpcds_q80/datafusion:vortex-file-compressed	74822348 / 74004416 / +1.1%	106689833 / 105139851 / +1.5%	0.70 / 0.70 / -0.4%
tpcds_q81/datafusion:vortex-file-compressed	27630868 / 27480091 / +0.5%	44498805 / 44615788 / -0.3%	0.62 / 0.62 / +0.8%
tpcds_q82/datafusion:vortex-file-compressed	12844318 / 13054508 / -1.6%	33506830 / 33754744 / -0.7%	0.38 / 0.39 / -0.9%
tpcds_q83/datafusion:vortex-file-compressed	36166174 / 35653908 / +1.4%	54980198 / 55489757 / -0.9%	0.66 / 0.64 / +2.4%
tpcds_q84/datafusion:vortex-file-compressed	11876741 / 12568429 / -5.5%	26417883 / 27342435 / -3.4%	0.45 / 0.46 / -2.2%
tpcds_q85/datafusion:vortex-file-compressed	58212900 / 57912234 / +0.5%	82313331 / 81704423 / +0.7%	0.71 / 0.71 / -0.2%
tpcds_q86/datafusion:vortex-file-compressed	16548539 / 16424434 / +0.8%	32813254 / 32487784 / +1.0%	0.50 / 0.51 / -0.2%
tpcds_q87/datafusion:vortex-file-compressed	30066259 / 30097928 / -0.1%	48783610 / 50334576 / -3.1%	0.62 / 0.60 / +3.1%
tpcds_q88/datafusion:vortex-file-compressed	33086451 / 32256358 / +2.6%	62257862 / 63503243 / -2.0%	0.53 / 0.51 / +4.6%
tpcds_q89/datafusion:vortex-file-compressed	20767531 / 21000954 / -1.1%	40262631 / 40209243 / +0.1%	0.52 / 0.52 / -1.2%
tpcds_q90/datafusion:vortex-file-compressed	10747487 / 10565667 / +1.7%	24782705 / 25451457 / -2.6%	0.43 / 0.42 / +4.5%
tpcds_q91/datafusion:vortex-file-compressed	16707284 / 16262388 / +2.7%	36511772 / 37277204 / -2.1%	0.46 / 0.44 / +4.9%
tpcds_q92/datafusion:vortex-file-compressed	13794624 / 13332540 / +3.5%	31619455 / 30138896 / +4.9%	0.44 / 0.44 / -1.4%
tpcds_q93/datafusion:vortex-file-compressed	22847188 / 22319896 / +2.4%	41270535 / 41333937 / -0.2%	0.55 / 0.54 / +2.5%
tpcds_q94/datafusion:vortex-file-compressed	19398219 / 20256228 / -4.2%	36725362 / 37724461 / -2.6%	0.53 / 0.54 / -1.6%
tpcds_q95/datafusion:vortex-file-compressed	44960044 / 45514512 / -1.2%	63738282 / 65745958 / -3.1%	0.71 / 0.69 / +1.9%
tpcds_q96/datafusion:vortex-file-compressed	8340908 / 8421522 / -1.0%	23503339 / 24313270 / -3.3%	0.35 / 0.35 / +2.5%
tpcds_q97/datafusion:vortex-file-compressed	21068753 / 21036964 / +0.2%	41258056 / 42323996 / -2.5%	0.51 / 0.50 / +2.7%
tpcds_q98/datafusion:vortex-file-compressed	17223644 / 17136856 / +0.5%	35276810 / 35978823 / -2.0%	0.49 / 0.48 / +2.5%
tpcds_q99/datafusion:vortex-file-compressed	21252140 / 21432252 / -0.8%	36372748 / 36738173 / -1.0%	0.58 / 0.58 / +0.2%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/datafusion:parquet	43911634 / 42807816 / +2.6%	58117940 / 59526608 / -2.4%	0.76 / 0.72 / +5.1%
tpcds_q02/datafusion:parquet	55131345 / 55619395 / -0.9%	70706919 / 71373313 / -0.9%	0.78 / 0.78 / +0.1%
tpcds_q03/datafusion:parquet	19349613 / 19267960 / +0.4%	29041473 / 31669497 / -8.3%	0.67 / 0.61 / +9.5%
tpcds_q04/datafusion:parquet	182383672 / 182876822 / -0.3%	208129964 / 211893444 / -1.8%	0.88 / 0.86 / +1.5%
tpcds_q05/datafusion:parquet	68732232 / 67608461 / +1.7%	88494129 / 91042791 / -2.8%	0.78 / 0.74 / +4.6%
tpcds_q06/datafusion:parquet	33476410 / 33408544 / +0.2%	48753963 / 49468014 / -1.4%	0.69 / 0.68 / +1.7%
tpcds_q07/datafusion:parquet	47723297 / 47245283 / +1.0%	64483608 / 66367757 / -2.8%	0.74 / 0.71 / +4.0%
tpcds_q08/datafusion:parquet	31702620 / 31130620 / +1.8%	47924659 / 45799708 / +4.6%	0.66 / 0.68 / -2.7%
tpcds_q09/datafusion:parquet	32159861 / 32305110 / -0.4%	38924606 / 38976410 / -0.1%	0.83 / 0.83 / -0.3%
tpcds_q10/datafusion:parquet	45262214 / 45353576 / -0.2%	60246577 / 59255043 / +1.7%	0.75 / 0.77 / -1.8%
tpcds_q11/datafusion:parquet	99312074 / 100526543 / -1.2%	119435134 / 123088318 / -3.0%	0.83 / 0.82 / +1.8%
tpcds_q12/datafusion:parquet	23885386 / 24365515 / -2.0%	35814942 / 36731017 / -2.5%	0.67 / 0.66 / +0.5%
tpcds_q13/datafusion:parquet	46701915 / 46427682 / +0.6%	67362480 / 69176316 / -2.6%	0.69 / 0.67 / +3.3%
tpcds_q14/datafusion:parquet	539246361 / 538418669 / +0.2%	593019148 / 589978774 / +0.5%	0.91 / 0.91 / -0.4%
tpcds_q15/datafusion:parquet	24008148 / 23723540 / +1.2%	38627137 / 39179445 / -1.4%	0.62 / 0.61 / +2.6%
tpcds_q16/datafusion:parquet	37372328 / 37379802 / -0.0%	51241326 / 51172239 / +0.1%	0.73 / 0.73 / -0.2%
tpcds_q17/datafusion:parquet	73935500 / 73771047 / +0.2%	97114573 / 97653699 / -0.6%	0.76 / 0.76 / +0.8%
tpcds_q18/datafusion:parquet	69421886 / 69850845 / -0.6%	94264556 / 86619252 / +8.8%	0.74 / 0.81 / -8.7%
tpcds_q19/datafusion:parquet	29916044 / 29904680 / +0.0%	42807607 / 45025298 / -4.9%	0.70 / 0.66 / +5.2%
tpcds_q20/datafusion:parquet	25584279 / 26362153 / -3.0%	37692943 / 37666239 / +0.1%	0.68 / 0.70 / -3.0%
tpcds_q21/datafusion:parquet	20422370 / 20423330 / -0.0%	33040585 / 34589264 / -4.5%	0.62 / 0.59 / +4.7%
tpcds_q22/datafusion:parquet	76976821 / 77251560 / -0.4%	88541951 / 88823220 / -0.3%	0.87 / 0.87 / -0.0%
tpcds_q23/datafusion:parquet	93605191 / 94596190 / -1.0%	118025582 / 114998983 / +2.6%	0.79 / 0.82 / -3.6%
tpcds_q24/datafusion:parquet	92155056 / 92869295 / -0.8%	114701949 / 116586436 / -1.6%	0.80 / 0.80 / +0.9%
tpcds_q25/datafusion:parquet	81632760 / 81997244 / -0.4%	99063167 / 97279338 / +1.8%	0.82 / 0.84 / -2.2%
tpcds_q26/datafusion:parquet	43390540 / 44406502 / -2.3%	55454035 / 61523077 / -9.9%	0.78 / 0.72 / +8.4%
tpcds_q27/datafusion:parquet	76755387 / 76951769 / -0.3%	101034460 / 96797782 / +4.4%	0.76 / 0.79 / -4.4%
tpcds_q28/datafusion:parquet	28870841 / 28883731 / -0.0%	43308042 / 44191028 / -2.0%	0.67 / 0.65 / +2.0%
tpcds_q29/datafusion:parquet	76848897 / 76149536 / +0.9%	96097759 / 97242254 / -1.2%	0.80 / 0.78 / +2.1%
tpcds_q30/datafusion:parquet	46310504 / 47118628 / -1.7%	58982998 / 57357558 / +2.8%	0.79 / 0.82 / -4.4%
tpcds_q31/datafusion:parquet	79313437 / 82690150 / -4.1%	96842454 / 99502711 / -2.7%	0.82 / 0.83 / -1.4%
tpcds_q32/datafusion:parquet	27140128 / 26663338 / +1.8%	42112627 / 41195274 / +2.2%	0.64 / 0.65 / -0.4%
tpcds_q33/datafusion:parquet	38990328 / 38704074 / +0.7%	51229606 / 54963490 / -6.8%	0.76 / 0.70 / +8.1%
tpcds_q34/datafusion:parquet	24844168 / 24634066 / +0.9%	36065730 / 36078019 / -0.0%	0.69 / 0.68 / +0.9%
tpcds_q35/datafusion:parquet	50188397 / 51259648 / -2.1%	69313119 / 61860489 / +12.0% 🔴	0.72 / 0.83 / -12.6%
tpcds_q36/datafusion:parquet	53051874 / 53513902 / -0.9%	73159169 / 72784322 / +0.5%	0.73 / 0.74 / -1.4%
tpcds_q37/datafusion:parquet	21527414 / 21549423 / -0.1%	34772036 / 36061393 / -3.6%	0.62 / 0.60 / +3.6%
tpcds_q38/datafusion:parquet	44546760 / 45721706 / -2.6%	67665353 / 61519435 / +10.0%	0.66 / 0.74 / -11.4%
tpcds_q39/datafusion:parquet	68817866 / 68507190 / +0.5%	84498392 / 85354177 / -1.0%	0.81 / 0.80 / +1.5%
tpcds_q40/datafusion:parquet	31222350 / 31779522 / -1.8%	51294425 / 50399865 / +1.8%	0.61 / 0.63 / -3.5%
tpcds_q41/datafusion:parquet	19729074 / 19874604 / -0.7%	32081742 / 31876714 / +0.6%	0.61 / 0.62 / -1.4%
tpcds_q42/datafusion:parquet	18446632 / 18173785 / +1.5%	29123909 / 30905092 / -5.8%	0.63 / 0.59 / +7.7%
tpcds_q43/datafusion:parquet	19742440 / 19954481 / -1.1%	31481653 / 32238393 / -2.3%	0.63 / 0.62 / +1.3%
tpcds_q44/datafusion:parquet	35532715 / 34829516 / +2.0%	49226319 / 50660430 / -2.8%	0.72 / 0.69 / +5.0%
tpcds_q45/datafusion:parquet	27751724 / 27740458 / +0.0%	40948886 / 41377850 / -1.0%	0.68 / 0.67 / +1.1%
tpcds_q46/datafusion:parquet	29598678 / 29597874 / +0.0%	45053463 / 46356488 / -2.8%	0.66 / 0.64 / +2.9%
tpcds_q47/datafusion:parquet	98856887 / 98939425 / -0.1%	119935287 / 120382191 / -0.4%	0.82 / 0.82 / +0.3%
tpcds_q48/datafusion:parquet	42106431 / 42846467 / -1.7%	59197061 / 61561249 / -3.8%	0.71 / 0.70 / +2.2%
tpcds_q49/datafusion:parquet	77026624 / 71175454 / +8.2%	93304355 / 97698297 / -4.5%	0.83 / 0.73 / +13.3%
tpcds_q50/datafusion:parquet	47772678 / 48225367 / -0.9%	66190496 / 67268087 / -1.6%	0.72 / 0.72 / +0.7%
tpcds_q51/datafusion:parquet	75781736 / 76431280 / -0.8%	94597441 / 94941631 / -0.4%	0.80 / 0.81 / -0.5%
tpcds_q52/datafusion:parquet	18974024 / 18876452 / +0.5%	32637662 / 31986626 / +2.0%	0.58 / 0.59 / -1.5%
tpcds_q53/datafusion:parquet	22492141 / 23050370 / -2.4%	39109487 / 39955343 / -2.1%	0.58 / 0.58 / -0.3%
tpcds_q54/datafusion:parquet	51478152 / 52844090 / -2.6%	68668796 / 72529986 / -5.3%	0.75 / 0.73 / +2.9%
tpcds_q55/datafusion:parquet	18608910 / 18419444 / +1.0%	30688250 / 31490441 / -2.5%	0.61 / 0.58 / +3.7%
tpcds_q56/datafusion:parquet	43523987 / 41558747 / +4.7%	53393834 / 58378902 / -8.5%	0.82 / 0.71 / +14.5%
tpcds_q57/datafusion:parquet	102343282 / 102236437 / +0.1%	117041070 / 120883053 / -3.2%	0.87 / 0.85 / +3.4%
tpcds_q58/datafusion:parquet	66349174 / 66577387 / -0.3%	83644355 / 84022935 / -0.5%	0.79 / 0.79 / +0.1%
tpcds_q59/datafusion:parquet	48846608 / 48686574 / +0.3%	66315422 / 65122516 / +1.8%	0.74 / 0.75 / -1.5%
tpcds_q60/datafusion:parquet	41649780 / 42980754 / -3.1%	58311822 / 54848138 / +6.3%	0.71 / 0.78 / -8.9%
tpcds_q61/datafusion:parquet	35922980 / 37804536 / -5.0%	51525166 / 52560394 / -2.0%	0.70 / 0.72 / -3.1%
tpcds_q62/datafusion:parquet	25732512 / 25354207 / +1.5%	38184678 / 38947520 / -2.0%	0.67 / 0.65 / +3.5%
tpcds_q63/datafusion:parquet	22915342 / 22687074 / +1.0%	39045569 / 38556561 / +1.3%	0.59 / 0.59 / -0.3%
tpcds_q64/datafusion:parquet	290161034 / 290833260 / -0.2%	327882505 / 330684300 / -0.8%	0.88 / 0.88 / +0.6%
tpcds_q65/datafusion:parquet	123483997 / 125094482 / -1.3%	138130154 / 134495015 / +2.7%	0.89 / 0.93 / -3.9%
tpcds_q66/datafusion:parquet	61260952 / 60940176 / +0.5%	76689382 / 77132369 / -0.6%	0.80 / 0.79 / +1.1%
tpcds_q67/datafusion:parquet	69520396 / 68886899 / +0.9%	93640835 / 92148453 / +1.6%	0.74 / 0.75 / -0.7%
tpcds_q68/datafusion:parquet	29613484 / 29747984 / -0.5%	48159491 / 48967949 / -1.7%	0.61 / 0.61 / +1.2%
tpcds_q69/datafusion:parquet	44492247 / 45292065 / -1.8%	57139739 / 58855059 / -2.9%	0.78 / 0.77 / +1.2%
tpcds_q70/datafusion:parquet	83551802 / 80840568 / +3.4%	97258339 / 99819665 / -2.6%	0.86 / 0.81 / +6.1%
tpcds_q71/datafusion:parquet	26971168 / 26542716 / +1.6%	38037266 / 38796011 / -2.0%	0.71 / 0.68 / +3.6%
tpcds_q72/datafusion:parquet	523220790 / 526206232 / -0.6%	551750159 / 549714521 / +0.4%	0.95 / 0.96 / -0.9%
tpcds_q73/datafusion:parquet	24455496 / 24398069 / +0.2%	35748648 / 36311881 / -1.6%	0.68 / 0.67 / +1.8%
tpcds_q74/datafusion:parquet	69760181 / 71068394 / -1.8%	90833776 / 89100154 / +1.9%	0.77 / 0.80 / -3.7%
tpcds_q75/datafusion:parquet	156932495 / 155408748 / +1.0%	181805375 / 181847509 / -0.0%	0.86 / 0.85 / +1.0%
tpcds_q76/datafusion:parquet	34596986 / 33917224 / +2.0%	47293816 / 48099305 / -1.7%	0.73 / 0.71 / +3.7%
tpcds_q77/datafusion:parquet	57173530 / 58500785 / -2.3%	75329220 / 75853152 / -0.7%	0.76 / 0.77 / -1.6%
tpcds_q78/datafusion:parquet	87107570 / 87533998 / -0.5%	117343882 / 117767264 / -0.4%	0.74 / 0.74 / -0.1%
tpcds_q79/datafusion:parquet	27629600 / 27572948 / +0.2%	40725517 / 42835963 / -4.9%	0.68 / 0.64 / +5.4%
tpcds_q80/datafusion:parquet	81235906 / 82720242 / -1.8%	110357251 / 110546099 / -0.2%	0.74 / 0.75 / -1.6%
tpcds_q81/datafusion:parquet	39090840 / 40445429 / -3.3%	51505011 / 52711268 / -2.3%	0.76 / 0.77 / -1.1%
tpcds_q82/datafusion:parquet	22293174 / 22808404 / -2.3%	36118341 / 35683594 / +1.2%	0.62 / 0.64 / -3.4%
tpcds_q83/datafusion:parquet	59203280 / 58436516 / +1.3%	75614275 / 71254581 / +6.1%	0.78 / 0.82 / -4.5%
tpcds_q84/datafusion:parquet	26605194 / 27020602 / -1.5%	41599680 / 42831595 / -2.9%	0.64 / 0.63 / +1.4%
tpcds_q85/datafusion:parquet	80380982 / 82292018 / -2.3%	103972159 / 105055115 / -1.0%	0.77 / 0.78 / -1.3%
tpcds_q86/datafusion:parquet	21065789 / 21047078 / +0.1%	33638475 / 33540759 / +0.3%	0.63 / 0.63 / -0.2%
tpcds_q87/datafusion:parquet	45204568 / 46160224 / -2.1%	60595334 / 57834990 / +4.8%	0.75 / 0.80 / -6.5%
tpcds_q88/datafusion:parquet	39184426 / 38678448 / +1.3%	51484023 / 52825671 / -2.5%	0.76 / 0.73 / +3.9%
tpcds_q89/datafusion:parquet	26173638 / 26394384 / -0.8%	41664423 / 41582876 / +0.2%	0.63 / 0.63 / -1.0%
tpcds_q90/datafusion:parquet	15761540 / 14886853 / +5.9%	26180699 / 26998569 / -3.0%	0.60 / 0.55 / +9.2%
tpcds_q91/datafusion:parquet	32205476 / 33025912 / -2.5%	45826694 / 47025927 / -2.6%	0.70 / 0.70 / +0.1%
tpcds_q92/datafusion:parquet	27307446 / 25784059 / +5.9%	41501317 / 40124121 / +3.4%	0.66 / 0.64 / +2.4%
tpcds_q93/datafusion:parquet	27555912 / 27587767 / -0.1%	46309707 / 46275160 / +0.1%	0.60 / 0.60 / -0.2%
tpcds_q94/datafusion:parquet	36261962 / 35588002 / +1.9%	49237221 / 49693819 / -0.9%	0.74 / 0.72 / +2.8%
tpcds_q95/datafusion:parquet	63575662 / 63506482 / +0.1%	81150726 / 78991954 / +2.7%	0.78 / 0.80 / -2.6%
tpcds_q96/datafusion:parquet	12703762 / 12847930 / -1.1%	24400681 / 24945781 / -2.2%	0.52 / 0.52 / +1.1%
tpcds_q97/datafusion:parquet	35685894 / 35600464 / +0.2%	51841992 / 50805706 / +2.0%	0.69 / 0.70 / -1.8%
tpcds_q98/datafusion:parquet	25164917 / 24997312 / +0.7%	39964719 / 38770041 / +3.1%	0.63 / 0.64 / -2.3%
tpcds_q99/datafusion:parquet	30036960 / 30059890 / -0.1%	41721489 / 42390517 / -1.6%	0.72 / 0.71 / +1.5%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/duckdb:vortex-file-compressed	15965656 / 15857290 / +0.7%	24952058 / 25163680 / -0.8%	0.64 / 0.63 / +1.5%
tpcds_q02/duckdb:vortex-file-compressed	15500741 / 15439632 / +0.4%	23092506 / 23360514 / -1.1%	0.67 / 0.66 / +1.6%
tpcds_q03/duckdb:vortex-file-compressed	7097508 / 7003678 / +1.3%	15986878 / 17018184 / -6.1%	0.44 / 0.41 / +7.9%
tpcds_q04/duckdb:vortex-file-compressed	44541572 / 45055228 / -1.1%	54232705 / 55162537 / -1.7%	0.82 / 0.82 / +0.6%
tpcds_q05/duckdb:vortex-file-compressed	22584029 / 23028726 / -1.9%	30324823 / 31319828 / -3.2%	0.74 / 0.74 / +1.3%
tpcds_q06/duckdb:vortex-file-compressed	23386018 / 23540497 / -0.7%	36698877 / 36965253 / -0.7%	0.64 / 0.64 / +0.1%
tpcds_q07/duckdb:vortex-file-compressed	13840698 / 13876741 / -0.3%	24898574 / 25956080 / -4.1%	0.56 / 0.53 / +4.0%
tpcds_q08/duckdb:vortex-file-compressed	17157698 / 17004884 / +0.9%	24322354 / 25508504 / -4.7%	0.71 / 0.67 / +5.8%
tpcds_q09/duckdb:vortex-file-compressed	18177246 / 18875987 / -3.7%	28324902 / 28053999 / +1.0%	0.64 / 0.67 / -4.6%
tpcds_q10/duckdb:vortex-file-compressed	26719962 / 26598959 / +0.5%	39869793 / 40588201 / -1.8%	0.67 / 0.66 / +2.3%
tpcds_q11/duckdb:vortex-file-compressed	36186292 / 36276010 / -0.2%	43896996 / 44283143 / -0.9%	0.82 / 0.82 / +0.6%
tpcds_q12/duckdb:vortex-file-compressed	9815574 / 9780037 / +0.4%	16393517 / 16879862 / -2.9%	0.60 / 0.58 / +3.3%
tpcds_q13/duckdb:vortex-file-compressed	20678778 / 20800144 / -0.6%	32962312 / 34452615 / -4.3%	0.63 / 0.60 / +3.9%
tpcds_q14/duckdb:vortex-file-compressed	55086476 / 55039001 / +0.1%	64316225 / 65168405 / -1.3%	0.86 / 0.84 / +1.4%
tpcds_q15/duckdb:vortex-file-compressed	10884394 / 10899486 / -0.1%	17324535 / 17651292 / -1.9%	0.63 / 0.62 / +1.7%
tpcds_q16/duckdb:vortex-file-compressed	23980348 / 23853680 / +0.5%	34399232 / 36012786 / -4.5%	0.70 / 0.66 / +5.2%
tpcds_q17/duckdb:vortex-file-compressed	25201780 / 25050556 / +0.6%	38611335 / 41247428 / -6.4%	0.65 / 0.61 / +7.5%
tpcds_q18/duckdb:vortex-file-compressed	30858472 / 30772724 / +0.3%	41051080 / 41374891 / -0.8%	0.75 / 0.74 / +1.1%
tpcds_q19/duckdb:vortex-file-compressed	77694666 / 78686199 / -1.3%	90298770 / 91394007 / -1.2%	0.86 / 0.86 / -0.1%
tpcds_q20/duckdb:vortex-file-compressed	10689014 / 10349335 / +3.3%	16980226 / 17593742 / -3.5%	0.63 / 0.59 / +7.0%
tpcds_q21/duckdb:vortex-file-compressed	10606698 / 10631545 / -0.2%	21324172 / 22806442 / -6.5%	0.50 / 0.47 / +6.7%
tpcds_q22/duckdb:vortex-file-compressed	17924232 / 17756854 / +0.9%	27771723 / 28827593 / -3.7%	0.65 / 0.62 / +4.8%
tpcds_q23/duckdb:vortex-file-compressed	36734632 / 37244958 / -1.4%	47786867 / 49909651 / -4.3%	0.77 / 0.75 / +3.0%
tpcds_q24/duckdb:vortex-file-compressed	27145227 / 27250831 / -0.4%	39125113 / 39679763 / -1.4%	0.69 / 0.69 / +1.0%
tpcds_q25/duckdb:vortex-file-compressed	23370316 / 23287388 / +0.4%	36109650 / 38564082 / -6.4%	0.65 / 0.60 / +7.2%
tpcds_q26/duckdb:vortex-file-compressed	13087454 / 12879034 / +1.6%	20927719 / 21518211 / -2.7%	0.63 / 0.60 / +4.5%
tpcds_q27/duckdb:vortex-file-compressed	16190598 / 16192120 / -0.0%	27426928 / 28649815 / -4.3%	0.59 / 0.57 / +4.4%
tpcds_q28/duckdb:vortex-file-compressed	15014939 / 14769295 / +1.7%	23373234 / 24248921 / -3.6%	0.64 / 0.61 / +5.5%
tpcds_q29/duckdb:vortex-file-compressed	23320789 / 23301388 / +0.1%	36572062 / 38130359 / -4.1%	0.64 / 0.61 / +4.3%
tpcds_q30/duckdb:vortex-file-compressed	16007561 / 15578262 / +2.8%	24002893 / 24197752 / -0.8%	0.67 / 0.64 / +3.6%
tpcds_q31/duckdb:vortex-file-compressed	17891894 / 17650960 / +1.4%	25943667 / 26104697 / -0.6%	0.69 / 0.68 / +2.0%
tpcds_q32/duckdb:vortex-file-compressed	11328494 / 11500156 / -1.5%	20235581 / 20734121 / -2.4%	0.56 / 0.55 / +0.9%
tpcds_q33/duckdb:vortex-file-compressed	17447102 / 17299455 / +0.9%	26353677 / 26854296 / -1.9%	0.66 / 0.64 / +2.8%
tpcds_q34/duckdb:vortex-file-compressed	12325542 / 12605449 / -2.2%	22452539 / 22746957 / -1.3%	0.55 / 0.55 / -0.9%
tpcds_q35/duckdb:vortex-file-compressed	28031364 / 28164600 / -0.5%	38725486 / 39947400 / -3.1%	0.72 / 0.71 / +2.7%
tpcds_q36/duckdb:vortex-file-compressed	14345630 / 14433614 / -0.6%	24123373 / 24773946 / -2.6%	0.59 / 0.58 / +2.1%
tpcds_q37/duckdb:vortex-file-compressed	9468900 / 9151878 / +3.5%	23349307 / 23563704 / -0.9%	0.41 / 0.39 / +4.4%
tpcds_q38/duckdb:vortex-file-compressed	24015999 / 23612061 / +1.7%	30538811 / 30664072 / -0.4%	0.79 / 0.77 / +2.1%
tpcds_q39/duckdb:vortex-file-compressed	20779490 / 19838006 / +4.7%	31426564 / 31660862 / -0.7%	0.66 / 0.63 / +5.5%
tpcds_q40/duckdb:vortex-file-compressed	14124632 / 14026672 / +0.7%	20980194 / 21594504 / -2.8%	0.67 / 0.65 / +3.6%
tpcds_q41/duckdb:vortex-file-compressed	14489978 / 14537940 / -0.3%	22417539 / 22442040 / -0.1%	0.65 / 0.65 / -0.2%
tpcds_q42/duckdb:vortex-file-compressed	7052357 / 6862738 / +2.8%	15169810 / 16191709 / -6.3%	0.46 / 0.42 / +9.7%
tpcds_q43/duckdb:vortex-file-compressed	9969854 / 9928770 / +0.4%	18976407 / 19666022 / -3.5%	0.53 / 0.50 / +4.1%
tpcds_q44/duckdb:vortex-file-compressed	15062524 / 15257494 / -1.3%	24856476 / 25498857 / -2.5%	0.61 / 0.60 / +1.3%
tpcds_q45/duckdb:vortex-file-compressed	23153228 / 23235882 / -0.4%	30690244 / 30997078 / -1.0%	0.75 / 0.75 / +0.6%
tpcds_q46/duckdb:vortex-file-compressed	19147514 / 19016238 / +0.7%	26904162 / 27133210 / -0.8%	0.71 / 0.70 / +1.5%
tpcds_q47/duckdb:vortex-file-compressed	33280188 / 34060678 / -2.3%	44000851 / 43603002 / +0.9%	0.76 / 0.78 / -3.2%
tpcds_q48/duckdb:vortex-file-compressed	23681208 / 23629126 / +0.2%	36232212 / 36993738 / -2.1%	0.65 / 0.64 / +2.3%
tpcds_q49/duckdb:vortex-file-compressed	19452434 / 19594312 / -0.7%	32927866 / 33740601 / -2.4%	0.59 / 0.58 / +1.7%
tpcds_q50/duckdb:vortex-file-compressed	17200114 / 17440840 / -1.4%	29506058 / 30337094 / -2.7%	0.58 / 0.57 / +1.4%
tpcds_q51/duckdb:vortex-file-compressed	48935290 / 48767130 / +0.3%	74738853 / 56629702 / +32.0% 🔴	0.65 / 0.86 / -24.0%
tpcds_q52/duckdb:vortex-file-compressed	7056212 / 7267562 / -2.9%	15701123 / 16218335 / -3.2%	0.45 / 0.45 / +0.3%
tpcds_q53/duckdb:vortex-file-compressed	11562724 / 11393218 / +1.5%	20375004 / 21582658 / -5.6%	0.57 / 0.53 / +7.5%
tpcds_q54/duckdb:vortex-file-compressed	20111511 / 19801384 / +1.6%	30234117 / 30956580 / -2.3%	0.67 / 0.64 / +4.0%
tpcds_q55/duckdb:vortex-file-compressed	7005004 / 6823922 / +2.7%	15378107 / 15880459 / -3.2%	0.46 / 0.43 / +6.0%
tpcds_q56/duckdb:vortex-file-compressed	17866344 / 17967096 / -0.6%	26603226 / 26994112 / -1.4%	0.67 / 0.67 / +0.9%
tpcds_q57/duckdb:vortex-file-compressed	25357922 / 25524154 / -0.7%	33440679 / 33438650 / +0.0%	0.76 / 0.76 / -0.7%
tpcds_q58/duckdb:vortex-file-compressed	19694253 / 19937688 / -1.2%	28639475 / 28849171 / -0.7%	0.69 / 0.69 / -0.5%
tpcds_q59/duckdb:vortex-file-compressed	19687428 / 19563664 / +0.6%	27858394 / 27576946 / +1.0%	0.71 / 0.71 / -0.4%
tpcds_q60/duckdb:vortex-file-compressed	18256335 / 18444346 / -1.0%	27774758 / 28919640 / -4.0%	0.66 / 0.64 / +3.1%
tpcds_q61/duckdb:vortex-file-compressed	23654054 / 23365412 / +1.2%	34429028 / 34873655 / -1.3%	0.69 / 0.67 / +2.5%
tpcds_q62/duckdb:vortex-file-compressed	11935316 / 12037036 / -0.8%	19049496 / 19407328 / -1.8%	0.63 / 0.62 / +1.0%
tpcds_q63/duckdb:vortex-file-compressed	10993876 / 11087226 / -0.8%	20672830 / 21191064 / -2.4%	0.53 / 0.52 / +1.6%
tpcds_q64/duckdb:vortex-file-compressed	49092716 / 49315620 / -0.5%	67739303 / 68425433 / -1.0%	0.72 / 0.72 / +0.6%
tpcds_q65/duckdb:vortex-file-compressed	14731646 / 14650704 / +0.6%	24435216 / 24766592 / -1.3%	0.60 / 0.59 / +1.9%
tpcds_q66/duckdb:vortex-file-compressed	29029801 / 29336473 / -1.0%	39004397 / 39422266 / -1.1%	0.74 / 0.74 / +0.0%
tpcds_q67/duckdb:vortex-file-compressed	57545801 / 57513078 / +0.1%	66999147 / 67206409 / -0.3%	0.86 / 0.86 / +0.4%
tpcds_q68/duckdb:vortex-file-compressed	18875120 / 18743400 / +0.7%	26880532 / 27355260 / -1.7%	0.70 / 0.69 / +2.5%
tpcds_q69/duckdb:vortex-file-compressed	21909711 / 21962510 / -0.2%	36237704 / 36741255 / -1.4%	0.60 / 0.60 / +1.1%
tpcds_q70/duckdb:vortex-file-compressed	15447278 / 15601014 / -1.0%	25276365 / 26318673 / -4.0%	0.61 / 0.59 / +3.1%
tpcds_q71/duckdb:vortex-file-compressed	13056204 / 12974738 / +0.6%	22202621 / 23090950 / -3.8%	0.59 / 0.56 / +4.7%
tpcds_q72/duckdb:vortex-file-compressed	54849694 / 55313848 / -0.8%	70042213 / 71217047 / -1.6%	0.78 / 0.78 / +0.8%
tpcds_q73/duckdb:vortex-file-compressed	11267444 / 11338451 / -0.6%	20393000 / 21514247 / -5.2%	0.55 / 0.53 / +4.8%
tpcds_q74/duckdb:vortex-file-compressed	25808734 / 25728564 / +0.3%	32946227 / 33487269 / -1.6%	0.78 / 0.77 / +2.0%
tpcds_q75/duckdb:vortex-file-compressed	28290755 / 28538214 / -0.9%	38009323 / 38778631 / -2.0%	0.74 / 0.74 / +1.1%
tpcds_q76/duckdb:vortex-file-compressed	12800968 / 12771072 / +0.2%	21903956 / 23053856 / -5.0%	0.58 / 0.55 / +5.5%
tpcds_q77/duckdb:vortex-file-compressed	20269526 / 20425316 / -0.8%	30382285 / 31625853 / -3.9%	0.67 / 0.65 / +3.3%
tpcds_q78/duckdb:vortex-file-compressed	42766742 / 43400821 / -1.5%	53212760 / 53456835 / -0.5%	0.80 / 0.81 / -1.0%
tpcds_q79/duckdb:vortex-file-compressed	13025279 / 13063814 / -0.3%	21205816 / 22685153 / -6.5%	0.61 / 0.58 / +6.7%
tpcds_q80/duckdb:vortex-file-compressed	36217727 / 36795402 / -1.6%	48835453 / 51078374 / -4.4%	0.74 / 0.72 / +3.0%
tpcds_q81/duckdb:vortex-file-compressed	21011476 / 21015778 / -0.0%	28244820 / 28545421 / -1.1%	0.74 / 0.74 / +1.0%
tpcds_q82/duckdb:vortex-file-compressed	9975498 / 9631572 / +3.6%	22725721 / 24248370 / -6.3%	0.44 / 0.40 / +10.5%
tpcds_q83/duckdb:vortex-file-compressed	17462281 / 17208994 / +1.5%	23739551 / 24354994 / -2.5%	0.74 / 0.71 / +4.1%
tpcds_q84/duckdb:vortex-file-compressed	15683308 / 15629211 / +0.3%	23487122 / 23612823 / -0.5%	0.67 / 0.66 / +0.9%
tpcds_q85/duckdb:vortex-file-compressed	24183222 / 25085641 / -3.6%	37061117 / 38632140 / -4.1%	0.65 / 0.65 / +0.5%
tpcds_q86/duckdb:vortex-file-compressed	9411608 / 9442786 / -0.3%	16214760 / 17010178 / -4.7%	0.58 / 0.56 / +4.6%
tpcds_q87/duckdb:vortex-file-compressed	25386085 / 25390337 / -0.0%	31914685 / 32706806 / -2.4%	0.80 / 0.78 / +2.5%
tpcds_q88/duckdb:vortex-file-compressed	36581476 / 37531229 / -2.5%	47565987 / 47790376 / -0.5%	0.77 / 0.79 / -2.1%
tpcds_q89/duckdb:vortex-file-compressed	12175504 / 11996730 / +1.5%	22181130 / 22414221 / -1.0%	0.55 / 0.54 / +2.6%
tpcds_q90/duckdb:vortex-file-compressed	8927412 / 8749494 / +2.0%	16370304 / 14463393 / +13.2% 🔴	0.55 / 0.60 / -9.9%
tpcds_q91/duckdb:vortex-file-compressed	13749148 / 13769267 / -0.1%	21642342 / 21690174 / -0.2%	0.64 / 0.63 / +0.1%
tpcds_q92/duckdb:vortex-file-compressed	11948688 / 11908546 / +0.3%	19750772 / 19731726 / +0.1%	0.60 / 0.60 / +0.2%
tpcds_q93/duckdb:vortex-file-compressed	10426112 / 10452734 / -0.3%	23945860 / 25843695 / -7.3%	0.44 / 0.40 / +7.7%
tpcds_q94/duckdb:vortex-file-compressed	21964342 / 21527818 / +2.0%	31730781 / 32048550 / -1.0%	0.69 / 0.67 / +3.0%
tpcds_q95/duckdb:vortex-file-compressed	40322183 / 40585368 / -0.6%	52589958 / 52448303 / +0.3%	0.77 / 0.77 / -0.9%
tpcds_q96/duckdb:vortex-file-compressed	6547588 / 6618890 / -1.1%	15390128 / 15135148 / +1.7%	0.43 / 0.44 / -2.7%
tpcds_q97/duckdb:vortex-file-compressed	23048812 / 23252298 / -0.9%	31611024 / 32494514 / -2.7%	0.73 / 0.72 / +1.9%
tpcds_q98/duckdb:vortex-file-compressed	11267850 / 11036889 / +2.1%	19053166 / 20068166 / -5.1%	0.59 / 0.55 / +7.5%
tpcds_q99/duckdb:vortex-file-compressed	15008129 / 14975448 / +0.2%	22146082 / 22709760 / -2.5%	0.68 / 0.66 / +2.8%

duckdb / parquet / ns (0.998x ➖, 1↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/duckdb:parquet	24516213 / 24376534 / +0.6%	31381105 / 31505609 / -0.4%	0.78 / 0.77 / +1.0%
tpcds_q02/duckdb:parquet	18202478 / 18365866 / -0.9%	24315455 / 24325219 / -0.0%	0.75 / 0.76 / -0.8%
tpcds_q03/duckdb:parquet	10016714 / 9921536 / +1.0%	15863159 / 15845693 / +0.1%	0.63 / 0.63 / +0.8%
tpcds_q04/duckdb:parquet	117759831 / 117056252 / +0.6%	124073517 / 125380864 / -1.0%	0.95 / 0.93 / +1.7%
tpcds_q05/duckdb:parquet	28832470 / 28969972 / -0.5%	33167518 / 33598420 / -1.3%	0.87 / 0.86 / +0.8%
tpcds_q06/duckdb:parquet	26677778 / 26762452 / -0.3%	35973929 / 36648608 / -1.8%	0.74 / 0.73 / +1.6%
tpcds_q07/duckdb:parquet	33091878 / 33468073 / -1.1%	38892125 / 42273558 / -8.0%	0.85 / 0.79 / +7.5%
tpcds_q08/duckdb:parquet	20231638 / 20164452 / +0.3%	25454581 / 25974942 / -2.0%	0.79 / 0.78 / +2.4%
tpcds_q09/duckdb:parquet	27721738 / 27592243 / +0.5%	30795399 / 30056306 / +2.5%	0.90 / 0.92 / -1.9%
tpcds_q10/duckdb:parquet	33065403 / 32998136 / +0.2%	40797588 / 40952286 / -0.4%	0.81 / 0.81 / +0.6%
tpcds_q11/duckdb:parquet	67663141 / 69502701 / -2.6%	73754246 / 75019251 / -1.7%	0.92 / 0.93 / -1.0%
tpcds_q12/duckdb:parquet	14324828 / 14169724 / +1.1%	19288020 / 19489303 / -1.0%	0.74 / 0.73 / +2.1%
tpcds_q13/duckdb:parquet	31750555 / 32798470 / -3.2%	40384500 / 39993772 / +1.0%	0.79 / 0.82 / -4.1%
tpcds_q14/duckdb:parquet	65356680 / 64637534 / +1.1%	72295026 / 70240337 / +2.9%	0.90 / 0.92 / -1.8%
tpcds_q15/duckdb:parquet	17097600 / 16975674 / +0.7%	22940548 / 22976200 / -0.2%	0.75 / 0.74 / +0.9%
tpcds_q16/duckdb:parquet	30863250 / 30473494 / +1.3%	37446824 / 37548948 / -0.3%	0.82 / 0.81 / +1.6%
tpcds_q17/duckdb:parquet	34869260 / 35264666 / -1.1%	40950028 / 40707257 / +0.6%	0.85 / 0.87 / -1.7%
tpcds_q18/duckdb:parquet	48148150 / 48028183 / +0.2%	55410998 / 55949498 / -1.0%	0.87 / 0.86 / +1.2%
tpcds_q19/duckdb:parquet	19394950 / 19999270 / -3.0%	26009939 / 26564802 / -2.1%	0.75 / 0.75 / -1.0%
tpcds_q20/duckdb:parquet	15191844 / 15412277 / -1.4%	20138504 / 20353617 / -1.1%	0.75 / 0.76 / -0.4%
tpcds_q21/duckdb:parquet	10614766 / 10831912 / -2.0%	17913558 / 17325219 / +3.4%	0.59 / 0.63 / -5.2%
tpcds_q22/duckdb:parquet	20541142 / 20501194 / +0.2%	26584318 / 26428935 / +0.6%	0.77 / 0.78 / -0.4%
tpcds_q23/duckdb:parquet	43167975 / 44630630 / -3.3%	47655018 / 47617600 / +0.1%	0.91 / 0.94 / -3.4%
tpcds_q24/duckdb:parquet	30965188 / 31006626 / -0.1%	37582883 / 37426131 / +0.4%	0.82 / 0.83 / -0.6%
tpcds_q25/duckdb:parquet	30969918 / 30693606 / +0.9%	37729276 / 37604262 / +0.3%	0.82 / 0.82 / +0.6%
tpcds_q26/duckdb:parquet	29166168 / 28991752 / +0.6%	35815146 / 35564011 / +0.7%	0.81 / 0.82 / -0.1%
tpcds_q27/duckdb:parquet	34674303 / 34437192 / +0.7%	41951054 / 43380662 / -3.3%	0.83 / 0.79 / +4.1%
tpcds_q28/duckdb:parquet	27116495 / 26934630 / +0.7%	36501259 / 33437083 / +9.2%	0.74 / 0.81 / -7.8%
tpcds_q29/duckdb:parquet	33911974 / 32705694 / +3.7%	40477868 / 40341922 / +0.3%	0.84 / 0.81 / +3.3%
tpcds_q30/duckdb:parquet	36108539 / 36038676 / +0.2%	44683424 / 44956667 / -0.6%	0.81 / 0.80 / +0.8%
tpcds_q31/duckdb:parquet	35819030 / 36837633 / -2.8%	42860662 / 43287606 / -1.0%	0.84 / 0.85 / -1.8%
tpcds_q32/duckdb:parquet	14479960 / 14510504 / -0.2%	21093962 / 21129300 / -0.2%	0.69 / 0.69 / -0.0%
tpcds_q33/duckdb:parquet	23699764 / 23525848 / +0.7%	30370695 / 29472392 / +3.0%	0.78 / 0.80 / -2.2%
tpcds_q34/duckdb:parquet	17521050 / 18561760 / -5.6%	24467235 / 24369930 / +0.4%	0.72 / 0.76 / -6.0%
tpcds_q35/duckdb:parquet	35582806 / 35852221 / -0.8%	43883135 / 44492924 / -1.4%	0.81 / 0.81 / +0.6%
tpcds_q36/duckdb:parquet	40502660 / 41334388 / -2.0%	48426893 / 48509894 / -0.2%	0.84 / 0.85 / -1.8%
tpcds_q37/duckdb:parquet	12802023 / 13234122 / -3.3%	19464193 / 20082995 / -3.1%	0.66 / 0.66 / -0.2%
tpcds_q38/duckdb:parquet	29821774 / 29718080 / +0.3%	33932725 / 33888608 / +0.1%	0.88 / 0.88 / +0.2%
tpcds_q39/duckdb:parquet	23700417 / 23224677 / +2.0%	29693385 / 29357237 / +1.1%	0.80 / 0.79 / +0.9%
tpcds_q40/duckdb:parquet	16540798 / 16584092 / -0.3%	22112215 / 22005517 / +0.5%	0.75 / 0.75 / -0.7%
tpcds_q41/duckdb:parquet	12166044 / 12197592 / -0.3%	18611683 / 18564454 / +0.3%	0.65 / 0.66 / -0.5%
tpcds_q42/duckdb:parquet	9713447 / 11028070 / -11.9% 🟢	16257951 / 15665931 / +3.8%	0.60 / 0.70 / -15.1%
tpcds_q43/duckdb:parquet	12517565 / 12427764 / +0.7%	18792434 / 18588367 / +1.1%	0.67 / 0.67 / -0.4%
tpcds_q44/duckdb:parquet	21136278 / 21251664 / -0.5%	27858008 / 28518804 / -2.3%	0.76 / 0.75 / +1.8%
tpcds_q45/duckdb:parquet	21324376 / 21334822 / -0.0%	28184795 / 28154596 / +0.1%	0.76 / 0.76 / -0.2%
tpcds_q46/duckdb:parquet	35441914 / 37143380 / -4.6%	43468562 / 44516100 / -2.4%	0.82 / 0.83 / -2.3%
tpcds_q47/duckdb:parquet	34340020 / 34856083 / -1.5%	41425469 / 40871873 / +1.4%	0.83 / 0.85 / -2.8%
tpcds_q48/duckdb:parquet	29972544 / 29436330 / +1.8%	37433977 / 37314543 / +0.3%	0.80 / 0.79 / +1.5%
tpcds_q49/duckdb:parquet	29732754 / 29478504 / +0.9%	36702530 / 36684649 / +0.0%	0.81 / 0.80 / +0.8%
tpcds_q50/duckdb:parquet	19929350 / 20117670 / -0.9%	26421152 / 25825357 / +2.3%	0.75 / 0.78 / -3.2%
tpcds_q51/duckdb:parquet	52767598 / 52321602 / +0.9%	61353930 / 61044155 / +0.5%	0.86 / 0.86 / +0.3%
tpcds_q52/duckdb:parquet	9801915 / 9669938 / +1.4%	15421623 / 15740481 / -2.0%	0.64 / 0.61 / +3.5%
tpcds_q53/duckdb:parquet	13978702 / 14297399 / -2.2%	21101588 / 21333838 / -1.1%	0.66 / 0.67 / -1.2%
tpcds_q54/duckdb:parquet	25101484 / 25219784 / -0.5%	32382955 / 32408146 / -0.1%	0.78 / 0.78 / -0.4%
tpcds_q55/duckdb:parquet	9586149 / 9479170 / +1.1%	15623145 / 15678070 / -0.4%	0.61 / 0.60 / +1.5%
tpcds_q56/duckdb:parquet	25977842 / 25466280 / +2.0%	30700124 / 30717044 / -0.1%	0.85 / 0.83 / +2.1%
tpcds_q57/duckdb:parquet	30782683 / 30688553 / +0.3%	36187765 / 35821737 / +1.0%	0.85 / 0.86 / -0.7%
tpcds_q58/duckdb:parquet	24231757 / 24186462 / +0.2%	30381826 / 30356172 / +0.1%	0.80 / 0.80 / +0.1%
tpcds_q59/duckdb:parquet	23281600 / 23297004 / -0.1%	29840452 / 29478017 / +1.2%	0.78 / 0.79 / -1.3%
tpcds_q60/duckdb:parquet	26407750 / 26923368 / -1.9%	32516255 / 32976374 / -1.4%	0.81 / 0.82 / -0.5%
tpcds_q61/duckdb:parquet	25174227 / 24718998 / +1.8%	29438291 / 31359955 / -6.1%	0.86 / 0.79 / +8.5%
tpcds_q62/duckdb:parquet	13179270 / 13420170 / -1.8%	18217131 / 18914495 / -3.7%	0.72 / 0.71 / +2.0%
tpcds_q63/duckdb:parquet	13524255 / 13556680 / -0.2%	20134819 / 20194074 / -0.3%	0.67 / 0.67 / +0.1%
tpcds_q64/duckdb:parquet	71474062 / 71247936 / +0.3%	81089826 / 82550362 / -1.8%	0.88 / 0.86 / +2.1%
tpcds_q65/duckdb:parquet	19920972 / 20174122 / -1.3%	24905192 / 26249689 / -5.1%	0.80 / 0.77 / +4.1%
tpcds_q66/duckdb:parquet	35565795 / 35723808 / -0.4%	42145047 / 41455543 / +1.7%	0.84 / 0.86 / -2.1%
tpcds_q67/duckdb:parquet	60804778 / 61176483 / -0.6%	66813022 / 67245834 / -0.6%	0.91 / 0.91 / +0.0%
tpcds_q68/duckdb:parquet	30023222 / 28620140 / +4.9%	36678294 / 37205343 / -1.4%	0.82 / 0.77 / +6.4%
tpcds_q69/duckdb:parquet	26299228 / 26091413 / +0.8%	35208242 / 34708258 / +1.4%	0.75 / 0.75 / -0.6%
tpcds_q70/duckdb:parquet	19455314 / 19574568 / -0.6%	27165118 / 26837110 / +1.2%	0.72 / 0.73 / -1.8%
tpcds_q71/duckdb:parquet	18501042 / 17235550 / +7.3%	24580576 / 24403074 / +0.7%	0.75 / 0.71 / +6.6%
tpcds_q72/duckdb:parquet	54668536 / 54765298 / -0.2%	62513598 / 62388332 / +0.2%	0.87 / 0.88 / -0.4%
tpcds_q73/duckdb:parquet	15256364 / 15070154 / +1.2%	21810740 / 21967656 / -0.7%	0.70 / 0.69 / +2.0%
tpcds_q74/duckdb:parquet	84981616 / 84092384 / +1.1%	91171517 / 92123033 / -1.0%	0.93 / 0.91 / +2.1%
tpcds_q75/duckdb:parquet	43907020 / 44233504 / -0.7%	51074361 / 51446872 / -0.7%	0.86 / 0.86 / -0.0%
tpcds_q76/duckdb:parquet	19568074 / 20147352 / -2.9%	23875218 / 23860550 / +0.1%	0.82 / 0.84 / -2.9%
tpcds_q77/duckdb:parquet	25299676 / 25401278 / -0.4%	30946803 / 31452778 / -1.6%	0.82 / 0.81 / +1.2%
tpcds_q78/duckdb:parquet	79059730 / 79302348 / -0.3%	84491923 / 86078403 / -1.8%	0.94 / 0.92 / +1.6%
tpcds_q79/duckdb:parquet	22540407 / 23342596 / -3.4%	29164187 / 29340676 / -0.6%	0.77 / 0.80 / -2.9%
tpcds_q80/duckdb:parquet	38759544 / 36895141 / +5.1%	43819971 / 47121700 / -7.0%	0.88 / 0.78 / +13.0%
tpcds_q81/duckdb:parquet	36636975 / 36971762 / -0.9%	45045217 / 45739691 / -1.5%	0.81 / 0.81 / +0.6%
tpcds_q82/duckdb:parquet	13726304 / 13646202 / +0.6%	20826415 / 20811514 / +0.1%	0.66 / 0.66 / +0.5%
tpcds_q83/duckdb:parquet	20321547 / 20682838 / -1.7%	26086822 / 25490431 / +2.3%	0.78 / 0.81 / -4.0%
tpcds_q84/duckdb:parquet	23598276 / 23145724 / +2.0%	29071245 / 29539023 / -1.6%	0.81 / 0.78 / +3.6%
tpcds_q85/duckdb:parquet	32616158 / 32402362 / +0.7%	40234036 / 40213505 / +0.1%	0.81 / 0.81 / +0.6%
tpcds_q86/duckdb:parquet	12037972 / 12100614 / -0.5%	17183423 / 18057651 / -4.8%	0.70 / 0.67 / +4.5%
tpcds_q87/duckdb:parquet	31175134 / 31497130 / -1.0%	35848584 / 35997601 / -0.4%	0.87 / 0.87 / -0.6%
tpcds_q88/duckdb:parquet	39921098 / 39232922 / +1.8%	44097254 / 44409977 / -0.7%	0.91 / 0.88 / +2.5%
tpcds_q89/duckdb:parquet	14335952 / 14420594 / -0.6%	21486919 / 21502989 / -0.1%	0.67 / 0.67 / -0.5%
tpcds_q90/duckdb:parquet	10303853 / 10292827 / +0.1%	15497104 / 15041517 / +3.0%	0.66 / 0.68 / -2.8%
tpcds_q91/duckdb:parquet	21384418 / 21404301 / -0.1%	28334036 / 29207924 / -3.0%	0.75 / 0.73 / +3.0%
tpcds_q92/duckdb:parquet	15905214 / 16641552 / -4.4%	22406723 / 22780524 / -1.6%	0.71 / 0.73 / -2.8%
tpcds_q93/duckdb:parquet	14270344 / 14230762 / +0.3%	20415943 / 20224923 / +0.9%	0.70 / 0.70 / -0.7%
tpcds_q94/duckdb:parquet	25735503 / 25835180 / -0.4%	32831635 / 33205672 / -1.1%	0.78 / 0.78 / +0.7%
tpcds_q95/duckdb:parquet	44111834 / 44085415 / +0.1%	49603487 / 50119156 / -1.0%	0.89 / 0.88 / +1.1%
tpcds_q96/duckdb:parquet	9124676 / 8312636 / +9.8%	14271182 / 14332290 / -0.4%	0.64 / 0.58 / +10.2%
tpcds_q97/duckdb:parquet	27678400 / 27700508 / -0.1%	34230052 / 34201268 / +0.1%	0.81 / 0.81 / -0.2%
tpcds_q98/duckdb:parquet	16721527 / 16793248 / -0.4%	23432684 / 23341447 / +0.4%	0.71 / 0.72 / -0.8%
tpcds_q99/duckdb:parquet	19166918 / 19229216 / -0.3%	24223274 / 24493609 / -1.1%	0.79 / 0.79 / +0.8%

No file size changes detected.

github-actions · 2026-10-26T09:37:08Z

Benchmarks: TPC-H SF=1 on S3 📖

Commits: PR 5fa35605 vs base 6007f56b
Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.3%
Engines: DataFusion No clear signal (-1.3%, environment too noisy confidence) · DuckDB No clear signal (+5.9%, environment too noisy confidence)
Vortex (geomean): hot 1.027x ➖ · cold 0.941x ➖
Parquet (geomean): hot 1.004x ➖ · cold 1.009x ➖
Shifts: Parquet (control) +0.4% · Median polish +0.3%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
Hot vs cold: Every measurement is run several times. The first run is reported as the cold run, and the median of the runs after it is reported as the hot run. The verdict and significance use hot runs; each target's geomean reports hot and cold beside each other where the individual runs were recorded and hot alone where they were not, the cold column shows first-run cost per row, and hot/cold is how much of each run the warm path saves. Rows whose results predate per-run reporting show only one value, taken from the value the runner reported.
Table cells: Each cell reads PR / base / %diff. The hot and cold columns mark a change as 🔴 slower or 🟢 faster once it clears this suite's threshold; anything smaller is noise here and is left unmarked, as is hot/cold, because a shift in the warm-up ratio is not a win or a loss by itself.

datafusion / vortex-file-compressed / ns (1.014x ➖, 1↑ 3↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-file-compressed	359763397 / 266307672 / +35.1% 🔴	875129439 / 982947032 / -11.0%	0.41 / 0.27 / +51.7%
tpch_q02/datafusion:vortex-file-compressed	334853801 / 310072049 / +8.0%	696269746 / 879141166 / -20.8%	0.48 / 0.35 / +36.4%
tpch_q03/datafusion:vortex-file-compressed	397871935 / 379563022 / +4.8%	1125679539 / 1011995892 / +11.2%	0.35 / 0.38 / -5.8%
tpch_q04/datafusion:vortex-file-compressed	215661695 / 230143313 / -6.3%	417091649 / 444316641 / -6.1%	0.52 / 0.52 / -0.2%
tpch_q05/datafusion:vortex-file-compressed	393018720 / 425097576 / -7.5%	652040422 / 757465761 / -13.9%	0.60 / 0.56 / +7.4%
tpch_q06/datafusion:vortex-file-compressed	177074813 / 364723306 / -51.4% 🟢	325609262 / 518596673 / -37.2% 🟢	0.54 / 0.70 / -22.7%
tpch_q07/datafusion:vortex-file-compressed	562597955 / 446056165 / +26.1%	658941081 / 627070180 / +5.1%	0.85 / 0.71 / +20.0%
tpch_q08/datafusion:vortex-file-compressed	620233519 / 513688093 / +20.7%	748418910 / 752250843 / -0.5%	0.83 / 0.68 / +21.4%
tpch_q09/datafusion:vortex-file-compressed	439676704 / 305646209 / +43.9% 🔴	748026179 / 590785145 / +26.6%	0.59 / 0.52 / +13.6%
tpch_q10/datafusion:vortex-file-compressed	457988228 / 348146125 / +31.6% 🔴	531406310 / 532799972 / -0.3%	0.86 / 0.65 / +31.9%
tpch_q11/datafusion:vortex-file-compressed	302432537 / 240234399 / +25.9%	461668959 / 360350634 / +28.1%	0.66 / 0.67 / -1.7%
tpch_q12/datafusion:vortex-file-compressed	314051751 / 317953253 / -1.2%	420924321 / 620648295 / -32.2% 🟢	0.75 / 0.51 / +45.6%
tpch_q13/datafusion:vortex-file-compressed	144758008 / 141444607 / +2.3%	371529828 / 542981900 / -31.6% 🟢	0.39 / 0.26 / +49.6%
tpch_q14/datafusion:vortex-file-compressed	183514926 / 217131164 / -15.5%	298878112 / 343285930 / -12.9%	0.61 / 0.63 / -2.9%
tpch_q15/datafusion:vortex-file-compressed	319109867 / 348081926 / -8.3%	514088701 / 572648444 / -10.2%	0.62 / 0.61 / +2.1%
tpch_q16/datafusion:vortex-file-compressed	143255905 / 167948033 / -14.7%	267949070 / 304681889 / -12.1%	0.53 / 0.55 / -3.0%
tpch_q17/datafusion:vortex-file-compressed	250693291 / 266313933 / -5.9%	494030657 / 671291266 / -26.4%	0.51 / 0.40 / +27.9%
tpch_q18/datafusion:vortex-file-compressed	374351882 / 369751886 / +1.2%	531845808 / 537682354 / -1.1%	0.70 / 0.69 / +2.4%
tpch_q19/datafusion:vortex-file-compressed	262580359 / 301117967 / -12.8%	347013151 / 478295076 / -27.4%	0.76 / 0.63 / +20.2%
tpch_q20/datafusion:vortex-file-compressed	279318711 / 303576823 / -8.0%	434608036 / 478312814 / -9.1%	0.64 / 0.63 / +1.3%
tpch_q21/datafusion:vortex-file-compressed	567437952 / 584066383 / -2.8%	669984783 / 754657275 / -11.2%	0.85 / 0.77 / +9.4%
tpch_q22/datafusion:vortex-file-compressed	192235495 / 162445516 / +18.3%	438351739 / 390418441 / +12.3%	0.44 / 0.42 / +5.4%

datafusion / parquet / ns (1.028x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	163622972 / 158204946 / +3.4%	541340847 / 473936433 / +14.2%	0.30 / 0.33 / -9.5%
tpch_q02/datafusion:parquet	298363225 / 294952560 / +1.2%	473655984 / 486122760 / -2.6%	0.63 / 0.61 / +3.8%
tpch_q03/datafusion:parquet	242646211 / 241512641 / +0.5%	609433492 / 732977873 / -16.9%	0.40 / 0.33 / +20.8%
tpch_q04/datafusion:parquet	156777114 / 146653881 / +6.9%	300571240 / 331059844 / -9.2%	0.52 / 0.44 / +17.7%
tpch_q05/datafusion:parquet	373428551 / 348377781 / +7.2%	486357374 / 460480829 / +5.6%	0.77 / 0.76 / +1.5%
tpch_q06/datafusion:parquet	133253765 / 127575823 / +4.5%	265955507 / 260253563 / +2.2%	0.50 / 0.49 / +2.2%
tpch_q07/datafusion:parquet	347651134 / 394430527 / -11.9%	494115215 / 562744365 / -12.2%	0.70 / 0.70 / +0.4%
tpch_q08/datafusion:parquet	438666147 / 445302996 / -1.5%	559040624 / 602796400 / -7.3%	0.78 / 0.74 / +6.2%
tpch_q09/datafusion:parquet	399439394 / 406693485 / -1.8%	522047721 / 541384712 / -3.6%	0.77 / 0.75 / +1.9%
tpch_q10/datafusion:parquet	324233798 / 323961881 / +0.1%	604187213 / 472271062 / +27.9%	0.54 / 0.69 / -21.8%
tpch_q11/datafusion:parquet	282459121 / 276415317 / +2.2%	419482479 / 344085147 / +21.9%	0.67 / 0.80 / -16.2%
tpch_q12/datafusion:parquet	180840180 / 172547347 / +4.8%	335730474 / 301918949 / +11.2%	0.54 / 0.57 / -5.7%
tpch_q13/datafusion:parquet	288068292 / 275346847 / +4.6%	451115314 / 425808611 / +5.9%	0.64 / 0.65 / -1.2%
tpch_q14/datafusion:parquet	167483586 / 156879790 / +6.8%	292427557 / 364303683 / -19.7%	0.57 / 0.43 / +33.0%
tpch_q15/datafusion:parquet	343739065 / 340479784 / +1.0%	924991012 / 539453862 / +71.5% 🔴	0.37 / 0.63 / -41.1%
tpch_q16/datafusion:parquet	103680007 / 99102159 / +4.6%	225298976 / 214298460 / +5.1%	0.46 / 0.46 / -0.5%
tpch_q17/datafusion:parquet	300923363 / 292280821 / +3.0%	442335328 / 513857793 / -13.9%	0.68 / 0.57 / +19.6%
tpch_q18/datafusion:parquet	343054166 / 356819018 / -3.9%	534701797 / 477186623 / +12.1%	0.64 / 0.75 / -14.2%
tpch_q19/datafusion:parquet	180504753 / 176013001 / +2.6%	310969517 / 367927749 / -15.5%	0.58 / 0.48 / +21.3%
tpch_q20/datafusion:parquet	265210881 / 268065946 / -1.1%	419128873 / 435471264 / -3.8%	0.63 / 0.62 / +2.8%
tpch_q21/datafusion:parquet	321570837 / 311957050 / +3.1%	504546488 / 458460840 / +10.1%	0.64 / 0.68 / -6.3%
tpch_q22/datafusion:parquet	201846791 / 155837899 / +29.5%	357393550 / 344199641 / +3.8%	0.56 / 0.45 / +24.7%

duckdb / vortex-file-compressed / ns (1.040x ➖, 0↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-file-compressed	239498653 / 234751036 / +2.0%	316104429 / 321055023 / -1.5%	0.76 / 0.73 / +3.6%
tpch_q02/duckdb:vortex-file-compressed	400896366 / 367960303 / +9.0%	440020678 / 397722301 / +10.6%	0.91 / 0.93 / -1.5%
tpch_q03/duckdb:vortex-file-compressed	487091282 / 493491152 / -1.3%	456910355 / 530302503 / -13.8%	1.07 / 0.93 / +14.6%
tpch_q04/duckdb:vortex-file-compressed	291639894 / 265264738 / +9.9%	342896234 / 297053268 / +15.4%	0.85 / 0.89 / -4.8%
tpch_q05/duckdb:vortex-file-compressed	504490081 / 629971754 / -19.9%	546945149 / 866317272 / -36.9% 🟢	0.92 / 0.73 / +26.8%
tpch_q06/duckdb:vortex-file-compressed	323683743 / 301224275 / +7.5%	347362341 / 324758049 / +7.0%	0.93 / 0.93 / +0.5%
tpch_q07/duckdb:vortex-file-compressed	438639327 / 397347657 / +10.4%	498778793 / 483869924 / +3.1%	0.88 / 0.82 / +7.1%
tpch_q08/duckdb:vortex-file-compressed	635426685 / 629778513 / +0.9%	809024287 / 679144260 / +19.1%	0.79 / 0.93 / -15.3%
tpch_q09/duckdb:vortex-file-compressed	473710569 / 478484378 / -1.0%	581059159 / 492758892 / +17.9%	0.82 / 0.97 / -16.0%
tpch_q10/duckdb:vortex-file-compressed	481688938 / 485071644 / -0.7%	496701376 / 545231333 / -8.9%	0.97 / 0.89 / +9.0%
tpch_q11/duckdb:vortex-file-compressed	285711386 / 297822716 / -4.1%	307506923 / 483375099 / -36.4% 🟢	0.93 / 0.62 / +50.8%
tpch_q12/duckdb:vortex-file-compressed	502063069 / 459402003 / +9.3%	669287765 / 539589162 / +24.0%	0.75 / 0.85 / -11.9%
tpch_q13/duckdb:vortex-file-compressed	206412671 / 191710598 / +7.7%	232127321 / 209604153 / +10.7%	0.89 / 0.91 / -2.8%
tpch_q14/duckdb:vortex-file-compressed	224355002 / 238927672 / -6.1%	357126812 / 349204256 / +2.3%	0.63 / 0.68 / -8.2%
tpch_q15/duckdb:vortex-file-compressed	229631503 / 229362896 / +0.1%	250374797 / 366669513 / -31.7% 🟢	0.92 / 0.63 / +46.6%
tpch_q16/duckdb:vortex-file-compressed	213352409 / 185724666 / +14.9%	255566689 / 226197513 / +13.0%	0.83 / 0.82 / +1.7%
tpch_q17/duckdb:vortex-file-compressed	372786953 / 349869844 / +6.6%	460709216 / 444476569 / +3.7%	0.81 / 0.79 / +2.8%
tpch_q18/duckdb:vortex-file-compressed	334225941 / 335988568 / -0.5%	382262598 / 372192253 / +2.7%	0.87 / 0.90 / -3.1%
tpch_q19/duckdb:vortex-file-compressed	538923545 / 409866659 / +31.5% 🔴	436486191 / 474065741 / -7.9%	1.23 / 0.86 / +42.8%
tpch_q20/duckdb:vortex-file-compressed	491041894 / 467647336 / +5.0%	538820370 / 545806546 / -1.3%	0.91 / 0.86 / +6.4%
tpch_q21/duckdb:vortex-file-compressed	722563116 / 694146863 / +4.1%	721284961 / 823557373 / -12.4%	1.00 / 0.84 / +18.9%
tpch_q22/duckdb:vortex-file-compressed	234580611 / 209780509 / +11.8%	285217010 / 236990284 / +20.3%	0.82 / 0.89 / -7.1%

duckdb / parquet / ns (0.982x ➖, 0↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	162430491 / 220294819 / -26.3%	248621069 / 294439519 / -15.6%	0.65 / 0.75 / -12.7%
tpch_q02/duckdb:parquet	455746906 / 532566819 / -14.4%	455575773 / 594261411 / -23.3%	1.00 / 0.90 / +11.6%
tpch_q03/duckdb:parquet	376312256 / 406158080 / -7.3%	496817520 / 418430326 / +18.7%	0.76 / 0.97 / -22.0%
tpch_q04/duckdb:parquet	252139418 / 281236291 / -10.3%	352428790 / 306880631 / +14.8%	0.72 / 0.92 / -21.9%
tpch_q05/duckdb:parquet	527515261 / 536584026 / -1.7%	598186822 / 754754241 / -20.7%	0.88 / 0.71 / +24.0%
tpch_q06/duckdb:parquet	151978356 / 170655011 / -10.9%	269825917 / 215687864 / +25.1%	0.56 / 0.79 / -28.8%
tpch_q07/duckdb:parquet	467079947 / 421609849 / +10.8%	487547867 / 459677570 / +6.1%	0.96 / 0.92 / +4.5%
tpch_q08/duckdb:parquet	646210872 / 694175649 / -6.9%	651552648 / 837366150 / -22.2%	0.99 / 0.83 / +19.6%
tpch_q09/duckdb:parquet	600416331 / 524863915 / +14.4%	532170044 / 609478149 / -12.7%	1.13 / 0.86 / +31.0%
tpch_q10/duckdb:parquet	629115745 / 622296370 / +1.1%	672394104 / 683198871 / -1.6%	0.94 / 0.91 / +2.7%
tpch_q11/duckdb:parquet	302647077 / 309902043 / -2.3%	334683926 / 309388149 / +8.2%	0.90 / 1.00 / -9.7%
tpch_q12/duckdb:parquet	267838980 / 267912618 / -0.0%	382147269 / 307792670 / +24.2%	0.70 / 0.87 / -19.5%
tpch_q13/duckdb:parquet	370291622 / 394589807 / -6.2%	491170625 / 439085420 / +11.9%	0.75 / 0.90 / -16.1%
tpch_q14/duckdb:parquet	453624816 / 238297026 / +90.4% 🔴	350840195 / 318011367 / +10.3%	1.29 / 0.75 / +72.5%
tpch_q15/duckdb:parquet	239149349 / 230928883 / +3.6%	298826871 / 286838448 / +4.2%	0.80 / 0.81 / -0.6%
tpch_q16/duckdb:parquet	281861315 / 292756181 / -3.7%	299686714 / 284238986 / +5.4%	0.94 / 1.03 / -8.7%
tpch_q17/duckdb:parquet	265075611 / 300431911 / -11.8%	343697943 / 320829812 / +7.1%	0.77 / 0.94 / -17.6%
tpch_q18/duckdb:parquet	338917639 / 377739081 / -10.3%	375852996 / 387188721 / -2.9%	0.90 / 0.98 / -7.6%
tpch_q19/duckdb:parquet	272176800 / 270706085 / +0.5%	357477671 / 326487054 / +9.5%	0.76 / 0.83 / -8.2%
tpch_q20/duckdb:parquet	452086683 / 497031454 / -9.0%	460509883 / 558129994 / -17.5%	0.98 / 0.89 / +10.2%
tpch_q21/duckdb:parquet	509410910 / 541342566 / -5.9%	590089054 / 613360065 / -3.8%	0.86 / 0.88 / -2.2%
tpch_q22/duckdb:parquet	328552870 / 319485406 / +2.8%	354370115 / 411917947 / -14.0%	0.93 / 0.78 / +19.5%

codspeed · 2026-10-26T09:44:04Z

Merging this PR will regress 1 benchmark

3 warnings, 1 note

⚠️ Walltime results may be unreliable

Some benchmarks used the Walltime instrument outside CodSpeed Macro Runners, which can make the results inconsistent.

Learn more about Macro Runners

See affected benchmarks

⚠️ Unable to measure the execution of 2 benchmarks

These benchmarks measured no execution time, so their results are not comparable and count as unchanged. This usually happens when the compiler removes the code under test.

Prevent compiler optimizations

See affected benchmarks

⚠️ 24 benchmarks are dominated by system calls

System calls cannot be simulated consistently and are left out of the measure. The reported value understates the real cost. Switch to the Walltime instrument to measure them.

Learn more about system calls

See affected benchmarks

ℹ️ 40 benchmarks have no flamegraph

The flamegraph wasn't generated: the symbols of the profiling trace could not be resolved, because no information about the language frames was collected.

See affected benchmarks

⚡ 6 improved benchmarks
❌ 1 regressed benchmark
✅ 2401 untouched benchmarks
⏩ 12 skipped benchmarks¹

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
❌	Walltime	`starts_with_avx512[8, VarBin]`	40.1 µs	46.1 µs	-13.16%
⚡	Walltime	`filter_neon[8]`	1,374 ns	908 ns	+51.32%
⚡	CPU Simulation	`chunked_dict_primitive_canonical_into[f64, (1000, 1000, 10)]`	206.4 µs	152.3 µs	+35.46%
⚡	Walltime	`filter_neon[64]`	2.1 µs	1.7 µs	+22.59%
⚡	Walltime	`threshold_neon[80]`	4 µs	3.4 µs	+17.72%
⚡	Walltime	`filter_neon[80]`	3 µs	2.5 µs	+17.39%
⚡	Walltime	`words_gather_dispatch_neon[65536]`	2 µs	1.8 µs	+10.41%

Tip

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

_{Comparing ji/funny-planck-yijvkc (5fa3560) with develop (e5a4e66)}

12 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. ↩

joseph-isaacs · 2026-10-26T09:44:54Z

The failing CodSpeed Performance Analysis check is not caused by this PR's diff:

test_scan_filter_to_arrow_array[int_float] and test_repeated_scan_filter[int_float] go through the V1 scan via VortexFile.scan in the Python bindings. This PR changes only the V2 scan (vortex-layout/src/scan/{v2,execution}, plan/physical), the planning driver in vortex-scan, and the V2 path of the DataFusion opener. None of those modules is reachable from the V1 scan or from vortex-python/vortex-file, which this PR does not touch.
bitpack_blocked_compress_avx2 is a wall-time benchmark in an encoding this PR does not change, and it showed the same −11% on Compose and drive a V2 scan in DataFusion #10708.
CodSpeed also warns that base and head ran on different runner types.

No fix is needed in this benchmark-only PR. Its purpose was the SQL benchmark run, which has completed.

Generated by Claude Code

The net change of #10708 (ji/scan-v2-chain-3-drivers at 25458e3, which includes the #10707 commits it stacks on) applied onto develop as one commit, for benchmarking only. Conflicts with develop are resolved by keeping both sides: the new Eval(pack)/Eval(Eval) rules sit beside the zoned-data rule, plan rules and `optimize` take the session, and the legacy-stats tests expect develop's packed zone conversion. Signed-off-by: Claude <noreply@anthropic.com> Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01KbaPHjo8XVLKjhGy9xoUMC

Signed-off-by: Claude <noreply@anthropic.com> Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01KbaPHjo8XVLKjhGy9xoUMC

Adds `tpch-s3-10` to the `pr` preset at the default targets, for this benchmark-only PR. Signed-off-by: Claude <noreply@anthropic.com> Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01KbaPHjo8XVLKjhGy9xoUMC

joseph-isaacs · 2026-10-26T13:46:53Z

License Check and Audit Check (advisories) fails on 5fa3560 because of three zstd advisories published after develop last ran this check (green on e5a4e66 at 12:30 UTC). This PR changes no dependencies.

RUSTSEC-2026-0391 in zstd 0.13.3. Fixed in >=0.14.3.
RUSTSEC-2026-0398 and RUSTSEC-2026-0403 in zstd-safe 7.3.0. Fixed in >=8.2.0.

Both fixes are semver-major upgrades, and parquet, datafusion and others depend on zstd 0.13. cargo update can't resolve this, and no fix exists on develop or in an open PR yet. develop will fail the same check on its next run. The fix belongs in its own PR, either a dependency upgrade or a deny.toml exception, not in this benchmark-only branch.

Generated by Claude Code

github-actions · 2026-10-26T14:11:09Z

Benchmarks: TPC-H SF=10 on S3 📖

Commits: PR 5fa35605 vs base 6007f56b
Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.3%
Engines: DataFusion No clear signal (+2.5%, environment too noisy confidence) · DuckDB No clear signal (+0.1%, environment too noisy confidence)
Vortex (geomean): hot 0.993x ➖ · cold 0.961x ➖
Parquet (geomean): hot 0.980x ➖ · cold 1.002x ➖
Shifts: Parquet (control) -2.0% · Median polish +1.5%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
Hot vs cold: Every measurement is run several times. The first run is reported as the cold run, and the median of the runs after it is reported as the hot run. The verdict and significance use hot runs; each target's geomean reports hot and cold beside each other where the individual runs were recorded and hot alone where they were not, the cold column shows first-run cost per row, and hot/cold is how much of each run the warm path saves. Rows whose results predate per-run reporting show only one value, taken from the value the runner reported.
Table cells: Each cell reads PR / base / %diff. The hot and cold columns mark a change as 🔴 slower or 🟢 faster once it clears this suite's threshold; anything smaller is noise here and is left unmarked, as is hot/cold, because a shift in the warm-up ratio is not a win or a loss by itself.

datafusion / vortex-file-compressed / ns (0.932x ➖, 4↑ 4↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-file-compressed	410416320 / 556913651 / -26.3%	1173521822 / 1347316926 / -12.9%	0.35 / 0.41 / -15.4%
tpch_q02/datafusion:vortex-file-compressed	523129836 / 856889982 / -39.0% 🟢	1124358920 / 1554975400 / -27.7%	0.47 / 0.55 / -15.6%
tpch_q03/datafusion:vortex-file-compressed	5696807138 / 847966253 / +571.8% 🔴	8725446991 / 1515205788 / +475.9% 🔴	0.65 / 0.56 / +16.7%
tpch_q04/datafusion:vortex-file-compressed	460230323 / 573318201 / -19.7%	801723878 / 753171408 / +6.4%	0.57 / 0.76 / -24.6%
tpch_q05/datafusion:vortex-file-compressed	718659055 / 709667147 / +1.3%	943402079 / 884289465 / +6.7%	0.76 / 0.80 / -5.1%
tpch_q06/datafusion:vortex-file-compressed	279621338 / 556441500 / -49.7% 🟢	398085115 / 749601895 / -46.9% 🟢	0.70 / 0.74 / -5.4%
tpch_q07/datafusion:vortex-file-compressed	980313226 / 682791180 / +43.6% 🔴	1077590597 / 946709910 / +13.8%	0.91 / 0.72 / +26.1%
tpch_q08/datafusion:vortex-file-compressed	1078283429 / 5394454050 / -80.0% 🟢	1394495247 / 9093071041 / -84.7% 🟢	0.77 / 0.59 / +30.3%
tpch_q09/datafusion:vortex-file-compressed	942202115 / 724251397 / +30.1% 🔴	1499907622 / 1147616870 / +30.7% 🔴	0.63 / 0.63 / -0.5%
tpch_q10/datafusion:vortex-file-compressed	1169374325 / 748087933 / +56.3% 🔴	966101385 / 981990714 / -1.6%	1.21 / 0.76 / +58.9%
tpch_q11/datafusion:vortex-file-compressed	379294674 / 532877417 / -28.8%	560054821 / 897146423 / -37.6% 🟢	0.68 / 0.59 / +14.0%
tpch_q12/datafusion:vortex-file-compressed	416277788 / 501702084 / -17.0%	554992232 / 768368543 / -27.8%	0.75 / 0.65 / +14.9%
tpch_q13/datafusion:vortex-file-compressed	308538795 / 339990901 / -9.3%	491629460 / 527902556 / -6.9%	0.63 / 0.64 / -2.6%
tpch_q14/datafusion:vortex-file-compressed	393287405 / 410003281 / -4.1%	505815403 / 559458302 / -9.6%	0.78 / 0.73 / +6.1%
tpch_q15/datafusion:vortex-file-compressed	621499582 / 647610020 / -4.0%	931580800 / 914441583 / +1.9%	0.67 / 0.71 / -5.8%
tpch_q16/datafusion:vortex-file-compressed	245621033 / 250065035 / -1.8%	416511567 / 436512504 / -4.6%	0.59 / 0.57 / +2.9%
tpch_q17/datafusion:vortex-file-compressed	772283360 / 812270233 / -4.9%	939081190 / 1050517780 / -10.6%	0.82 / 0.77 / +6.4%
tpch_q18/datafusion:vortex-file-compressed	944621505 / 1363880595 / -30.7% 🟢	989296444 / 1897188284 / -47.9% 🟢	0.95 / 0.72 / +32.8%
tpch_q19/datafusion:vortex-file-compressed	560618646 / 585286438 / -4.2%	717345654 / 736649354 / -2.6%	0.78 / 0.79 / -1.6%
tpch_q20/datafusion:vortex-file-compressed	584447129 / 651558077 / -10.3%	843242740 / 909491389 / -7.3%	0.69 / 0.72 / -3.3%
tpch_q21/datafusion:vortex-file-compressed	1114462132 / 1069152519 / +4.2%	1116023293 / 1338471936 / -16.6%	1.00 / 0.80 / +25.0%
tpch_q22/datafusion:vortex-file-compressed	309065585 / 301021241 / +2.7%	630466143 / 644352603 / -2.2%	0.49 / 0.47 / +4.9%

datafusion / parquet / ns (0.910x ➖, 3↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	222783127 / 247860414 / -10.1%	585175668 / 789786693 / -25.9%	0.38 / 0.31 / +21.3%
tpch_q02/datafusion:parquet	464407687 / 466341151 / -0.4%	947513648 / 901843974 / +5.1%	0.49 / 0.52 / -5.2%
tpch_q03/datafusion:parquet	547009163 / 478023467 / +14.4%	880126785 / 1009748278 / -12.8%	0.62 / 0.47 / +31.3%
tpch_q04/datafusion:parquet	227659032 / 408443557 / -44.3% 🟢	479485961 / 725251591 / -33.9% 🟢	0.47 / 0.56 / -15.7%
tpch_q05/datafusion:parquet	584782278 / 589963833 / -0.9%	760196965 / 929796002 / -18.2%	0.77 / 0.63 / +21.2%
tpch_q06/datafusion:parquet	193521970 / 222811191 / -13.1%	324705763 / 353668034 / -8.2%	0.60 / 0.63 / -5.4%
tpch_q07/datafusion:parquet	579435468 / 604124401 / -4.1%	787479771 / 818059094 / -3.7%	0.74 / 0.74 / -0.4%
tpch_q08/datafusion:parquet	913672633 / 777475188 / +17.5%	1277770360 / 1095420225 / +16.6%	0.72 / 0.71 / +0.7%
tpch_q09/datafusion:parquet	1071565396 / 916515315 / +16.9%	1486892482 / 1195060025 / +24.4%	0.72 / 0.77 / -6.0%
tpch_q10/datafusion:parquet	1086934734 / 1271680062 / -14.5%	1273646851 / 1946723130 / -34.6% 🟢	0.85 / 0.65 / +30.6%
tpch_q11/datafusion:parquet	410373749 / 398180054 / +3.1%	635869020 / 571989820 / +11.2%	0.65 / 0.70 / -7.3%
tpch_q12/datafusion:parquet	383123845 / 498066617 / -23.1%	537451065 / 544233070 / -1.2%	0.71 / 0.92 / -22.1%
tpch_q13/datafusion:parquet	402836360 / 414929356 / -2.9%	670043125 / 1256763015 / -46.7% 🟢	0.60 / 0.33 / +82.1%
tpch_q14/datafusion:parquet	422744272 / 359870513 / +17.5%	642668583 / 631277810 / +1.8%	0.66 / 0.57 / +15.4%
tpch_q15/datafusion:parquet	539921366 / 791009968 / -31.7% 🟢	892434838 / 884914405 / +0.8%	0.60 / 0.89 / -32.3%
tpch_q16/datafusion:parquet	225298738 / 217373350 / +3.6%	453777523 / 530924972 / -14.5%	0.50 / 0.41 / +21.3%
tpch_q17/datafusion:parquet	623394612 / 718776342 / -13.3%	863522870 / 797779836 / +8.2%	0.72 / 0.90 / -19.9%
tpch_q18/datafusion:parquet	559404457 / 1288393010 / -56.6% 🟢	740082703 / 1305121050 / -43.3% 🟢	0.76 / 0.99 / -23.4%
tpch_q19/datafusion:parquet	465568972 / 455429782 / +2.2%	596316953 / 484966677 / +23.0%	0.78 / 0.94 / -16.9%
tpch_q20/datafusion:parquet	681318150 / 721108357 / -5.5%	866147657 / 725005486 / +19.5%	0.79 / 0.99 / -20.9%
tpch_q21/datafusion:parquet	908868027 / 953038750 / -4.6%	1073169348 / 1165443586 / -7.9%	0.85 / 0.82 / +3.6%
tpch_q22/datafusion:parquet	418038118 / 413716928 / +1.0%	694549095 / 746303063 / -6.9%	0.60 / 0.55 / +8.6%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-file-compressed	1635912040 / 1591530675 / +2.8%	1856578098 / 1929202863 / -3.8%	0.88 / 0.82 / +6.8%
tpch_q02/duckdb:vortex-file-compressed	623845199 / 661888103 / -5.7%	690605134 / 742625054 / -7.0%	0.90 / 0.89 / +1.4%
tpch_q03/duckdb:vortex-file-compressed	1634258999 / 1464466149 / +11.6%	2000792530 / 2355413129 / -15.1%	0.82 / 0.62 / +31.4%
tpch_q04/duckdb:vortex-file-compressed	1118485851 / 1335472704 / -16.2%	1471670474 / 1476889862 / -0.4%	0.76 / 0.90 / -16.0%
tpch_q05/duckdb:vortex-file-compressed	1398728150 / 1289767188 / +8.4%	1406465468 / 1624582354 / -13.4%	0.99 / 0.79 / +25.3%
tpch_q06/duckdb:vortex-file-compressed	2237221507 / 2169219482 / +3.1%	2319563793 / 2299628300 / +0.9%	0.96 / 0.94 / +2.2%
tpch_q07/duckdb:vortex-file-compressed	1712295323 / 1438133387 / +19.1%	1715337780 / 1670560541 / +2.7%	1.00 / 0.86 / +16.0%
tpch_q08/duckdb:vortex-file-compressed	1525073178 / 1496022817 / +1.9%	1851500057 / 1683406391 / +10.0%	0.82 / 0.89 / -7.3%
tpch_q09/duckdb:vortex-file-compressed	3179066661 / 2765812738 / +14.9%	3443121755 / 3040579540 / +13.2%	0.92 / 0.91 / +1.5%
tpch_q10/duckdb:vortex-file-compressed	1778096652 / 1586340235 / +12.1%	2020798781 / 1826892650 / +10.6%	0.88 / 0.87 / +1.3%
tpch_q11/duckdb:vortex-file-compressed	511254139 / 457154046 / +11.8%	620854853 / 516741458 / +20.1%	0.82 / 0.88 / -6.9%
tpch_q12/duckdb:vortex-file-compressed	3012881365 / 2810756969 / +7.2%	4131928836 / 3362821963 / +22.9%	0.73 / 0.84 / -12.8%
tpch_q13/duckdb:vortex-file-compressed	771207901 / 773620183 / -0.3%	1158494826 / 1158226230 / +0.0%	0.67 / 0.67 / -0.3%
tpch_q14/duckdb:vortex-file-compressed	1176314202 / 1099555769 / +7.0%	1347056669 / 1211417476 / +11.2%	0.87 / 0.91 / -3.8%
tpch_q15/duckdb:vortex-file-compressed	1069086395 / 993987592 / +7.6%	1275711295 / 1188105037 / +7.4%	0.84 / 0.84 / +0.2%
tpch_q16/duckdb:vortex-file-compressed	271548859 / 273119992 / -0.6%	398102322 / 341503070 / +16.6%	0.68 / 0.80 / -14.7%
tpch_q17/duckdb:vortex-file-compressed	1502715133 / 1302583465 / +15.4%	1634652520 / 1419464241 / +15.2%	0.92 / 0.92 / +0.2%
tpch_q18/duckdb:vortex-file-compressed	1394598610 / 1314838585 / +6.1%	1567464133 / 1458484589 / +7.5%	0.89 / 0.90 / -1.3%
tpch_q19/duckdb:vortex-file-compressed	2222746532 / 2140885302 / +3.8%	2397524870 / 2363137306 / +1.5%	0.93 / 0.91 / +2.3%
tpch_q20/duckdb:vortex-file-compressed	2029315274 / 2061036964 / -1.5%	2206611495 / 2226213529 / -0.9%	0.92 / 0.93 / -0.7%
tpch_q21/duckdb:vortex-file-compressed	2765627746 / 2480701663 / +11.5%	3292861818 / 2502664716 / +31.6% 🔴	0.84 / 0.99 / -15.3%
tpch_q22/duckdb:vortex-file-compressed	499170176 / 432064018 / +15.5%	608370053 / 677756298 / -10.2%	0.82 / 0.64 / +28.7%

duckdb / parquet / ns (1.057x ➖, 2↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	288663378 / 480315920 / -39.9% 🟢	364332760 / 707591427 / -48.5% 🟢	0.79 / 0.68 / +16.7%
tpch_q02/duckdb:parquet	598930153 / 577721847 / +3.7%	833159049 / 828344597 / +0.6%	0.72 / 0.70 / +3.1%
tpch_q03/duckdb:parquet	562743604 / 583177350 / -3.5%	830294148 / 1278829336 / -35.1% 🟢	0.68 / 0.46 / +48.6%
tpch_q04/duckdb:parquet	497632493 / 435427018 / +14.3%	818237589 / 606510959 / +34.9% 🔴	0.61 / 0.72 / -15.3%
tpch_q05/duckdb:parquet	950669786 / 785810162 / +21.0%	1433712044 / 917020455 / +56.3% 🔴	0.66 / 0.86 / -22.6%
tpch_q06/duckdb:parquet	388294934 / 301600200 / +28.7%	559941308 / 380330131 / +47.2% 🔴	0.69 / 0.79 / -12.6%
tpch_q07/duckdb:parquet	981265852 / 839782174 / +16.8%	1145463711 / 792893981 / +44.5% 🔴	0.86 / 1.06 / -19.1%
tpch_q08/duckdb:parquet	1072195316 / 1027961145 / +4.3%	982970980 / 1028175161 / -4.4%	1.09 / 1.00 / +9.1%
tpch_q09/duckdb:parquet	1063694146 / 1028164357 / +3.5%	1130240034 / 1141437126 / -1.0%	0.94 / 0.90 / +4.5%
tpch_q10/duckdb:parquet	946787113 / 877083255 / +7.9%	1077107632 / 1126346570 / -4.4%	0.88 / 0.78 / +12.9%
tpch_q11/duckdb:parquet	441946748 / 349411406 / +26.5%	414335672 / 459440663 / -9.8%	1.07 / 0.76 / +40.3%
tpch_q12/duckdb:parquet	465275895 / 494728988 / -6.0%	624681764 / 574887248 / +8.7%	0.74 / 0.86 / -13.5%
tpch_q13/duckdb:parquet	747426512 / 593183074 / +26.0%	919951753 / 873002820 / +5.4%	0.81 / 0.68 / +19.6%
tpch_q14/duckdb:parquet	479231363 / 575503399 / -16.7%	576205678 / 635256438 / -9.3%	0.83 / 0.91 / -8.2%
tpch_q15/duckdb:parquet	324381059 / 484513205 / -33.1% 🟢	388071806 / 378559828 / +2.5%	0.84 / 1.28 / -34.7%
tpch_q16/duckdb:parquet	382987013 / 358473292 / +6.8%	395037550 / 359961016 / +9.7%	0.97 / 1.00 / -2.6%
tpch_q17/duckdb:parquet	631733390 / 444801642 / +42.0% 🔴	535051386 / 526225606 / +1.7%	1.18 / 0.85 / +39.7%
tpch_q18/duckdb:parquet	619139121 / 521743013 / +18.7%	1253811359 / 601495787 / +108.4% 🔴	0.49 / 0.87 / -43.1%
tpch_q19/duckdb:parquet	722599612 / 634804081 / +13.8%	854111147 / 514198270 / +66.1% 🔴	0.85 / 1.23 / -31.5%
tpch_q20/duckdb:parquet	898354313 / 855622126 / +5.0%	1036104883 / 833594913 / +24.3%	0.87 / 1.03 / -15.5%
tpch_q21/duckdb:parquet	797909594 / 707979559 / +12.7%	832385613 / 730344583 / +14.0%	0.96 / 0.97 / -1.1%
tpch_q22/duckdb:parquet	604198711 / 526656056 / +14.7%	697169061 / 566116067 / +23.1%	0.87 / 0.93 / -6.8%

joseph-isaacs added changelog/performance A performance improvement action/bench-sql Run SQL benchmarks without Vortex Compact on this PR and removed action/bench-sql Run SQL benchmarks without Vortex Compact on this PR labels Oct 23, 2026 — with Claude

joseph-isaacs force-pushed the ji/funny-planck-yijvkc branch from 451ce0b to 2ad5d83 Compare October 26, 2026 09:22

joseph-isaacs added action/bench-sql Run SQL benchmarks without Vortex Compact on this PR and removed action/bench-sql Run SQL benchmarks without Vortex Compact on this PR labels Oct 26, 2026 — with Claude

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joseph-isaacs force-pushed the ji/funny-planck-yijvkc branch from 2ad5d83 to c71db2e Compare October 26, 2026 13:32

joseph-isaacs changed the title ~~[bench only] #10707 with the previous V2 chunk concurrency default~~ [bench only] #10708 on develop Oct 26, 2026

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claude added 2 commits October 26, 2026 13:37

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Signed-off-by: Claude <noreply@anthropic.com> Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01KbaPHjo8XVLKjhGy9xoUMC

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[bench only] #10708 on develop - #10759

[bench only] #10708 on develop#10759
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Polar Signals Profiling Results

Latest Run

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Benchmarks: PolarSignals Profiling 📖

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Benchmarks: FineWeb NVMe 📖

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Benchmarks: TPC-H SF=1 on NVME 📖

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Benchmarks: TPC-H SF=10 on NVME 📖

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Benchmarks: Clickbench on NVME 📖

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Benchmarks: TPC-DS SF=1 on NVME 📖

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Benchmarks: TPC-H SF=1 on S3 📖

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Performance Changes

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