duckdb: report single-column filters as not pushed by myrrc · Pull Request #9888 · vortex-data/vortex

myrrc · 2026-09-15T14:06:14Z

We currenly have a hack which reports Eq filters as not pushed. This is due to a
duckdb optimizer bug which rewrites delim joins to ordinary joins which leads to
massive regressions in tpch 17 et. al.

However, there are queries like tpch q15 which don't have Eq. If we learn to
cast Temporal types into each other (up the stack), all filters get pushed, and
we get the regression again.

This change replaces the hack with a slightly less hack - now all single-column
filters or constant filters are reported as not pushed. Duckdb then converts
them to table filters and hands them back to vortex in global state
initialization, so we don't do a double evaluation.

Signed-off-by: Mikhail Kot <mikhail@spiraldb.com>

codspeed · 2026-09-15T14:10:23Z

Merging this PR will degrade performance by 18.37%

⚠️

Unknown Walltime execution environment detected

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

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

⚠️

Different runtime environments detected

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

Open the report in CodSpeed to investigate

⚡ 4 improved benchmarks
❌ 2 regressed benchmarks
✅ 644 untouched benchmarks
⏩ 1766 skipped benchmarks¹

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
❌	WallTime	`words_gather_dispatch_avx512[1024]`	9 ns	35 ns	-74.29%
❌	WallTime	`arrow_checked_add_u32_neon[16384]`	13.5 µs	20.3 µs	-33.4%
⚡	WallTime	`arrow_checked_add_u32_avx2[16384]`	21.4 µs	17.7 µs	+21.16%
⚡	WallTime	`scalar_subtract_neon`	13.4 µs	11.8 µs	+13.61%
⚡	Simulation	`allocate_drop_arrow[0]`	456.9 ns	402.7 ns	+13.45%
⚡	WallTime	`mul_u32_nonnull_avx512`	6.3 µs	5.7 µs	+10.62%

Tip

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

_{Comparing myrrc/duckdb-remove-eq-hack (515861a) with develop (3e2b65c)}

1766 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

github-actions · 2026-09-15T14:13:41Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`515861a`	statpopgen	1	Explore Profiling Data
🟢 Done	`515861a`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`515861a`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`515861a`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`515861a`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`515861a`	fineweb	1	Explore Profiling Data
🟢 Done	`515861a`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`515861a`	polarsignals	1	Explore Profiling Data
🟢 Done	`515861a`	tpch-s3	1	Explore Profiling Data
🟢 Done	`515861a`	tpch-nvme	1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-09-15T14:15:22Z

Benchmarks: PolarSignals Profiling 📖

Commits: PR 515861ae vs base 008e3b75
Vortex (geomean): hot 1.007x ➖ · cold 1.094x ➖

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
polarsignals_q00/datafusion:vortex-file-compressed	45388554 / 44894373 / +1.1%	92921042 / 89455639 / +3.9%	0.49 / 0.50 / -2.7%
polarsignals_q01/datafusion:vortex-file-compressed	51092356 / 51052788 / +0.1%	118853359 / 111296491 / +6.8%	0.43 / 0.46 / -6.3%
polarsignals_q02/datafusion:vortex-file-compressed	35369918 / 35341532 / +0.1%	80306878 / 76216899 / +5.4%	0.44 / 0.46 / -5.0%
polarsignals_q03/datafusion:vortex-file-compressed	54044166 / 53547787 / +0.9%	121803234 / 114689020 / +6.2%	0.44 / 0.47 / -5.0%
polarsignals_q04/datafusion:vortex-file-compressed	9734774 / 9419880 / +3.3%	52934231 / 44841461 / +18.0% 🔴	0.18 / 0.21 / -12.5%
polarsignals_q05/datafusion:vortex-file-compressed	11961384 / 11791484 / +1.4%	57635287 / 50754518 / +13.6% 🔴	0.21 / 0.23 / -10.7%
polarsignals_q06/datafusion:vortex-file-compressed	20929394 / 21231742 / -1.4%	65372482 / 59363817 / +10.1% 🔴	0.32 / 0.36 / -10.5%
polarsignals_q07/datafusion:vortex-file-compressed	11162901 / 11185213 / -0.2%	56945747 / 50310685 / +13.2% 🔴	0.20 / 0.22 / -11.8%
polarsignals_q08/datafusion:vortex-file-compressed	98346984 / 99108972 / -0.8%	168554773 / 164856169 / +2.2%	0.58 / 0.60 / -2.9%
polarsignals_q09/datafusion:vortex-file-compressed	10132300 / 9884853 / +2.5%	52865272 / 45687512 / +15.7% 🔴	0.19 / 0.22 / -11.4%

No file size changes detected.

github-actions · 2026-09-15T14:15:55Z

Benchmarks: TPC-H SF=1 on NVME 📖

Commits: PR 515861ae vs base a65c6537
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.1%
Engines: DataFusion No clear signal (+0.2%, low confidence) · DuckDB No clear signal (+0.1%, low confidence)
Vortex (geomean): hot 0.998x ➖ · cold 0.977x ➖
Parquet (geomean): hot 0.997x ➖ · cold 0.977x ➖
Shifts: Parquet (control) -0.3% · Median polish -0.6%

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)
tpch_q01/datafusion:vortex-file-compressed	17041493 / 16981969 / +0.4%	48882637 / 49824725 / -1.9%	0.35 / 0.34 / +2.3%
tpch_q02/datafusion:vortex-file-compressed	17616190 / 17322146 / +1.7%	36304777 / 38777170 / -6.4%	0.49 / 0.45 / +8.6%
tpch_q03/datafusion:vortex-file-compressed	19060559 / 19459660 / -2.1%	50966450 / 54970163 / -7.3%	0.37 / 0.35 / +5.6%
tpch_q04/datafusion:vortex-file-compressed	10390064 / 9815295 / +5.9%	32856990 / 40942130 / -19.7% 🟢	0.32 / 0.24 / +31.9%
tpch_q05/datafusion:vortex-file-compressed	37471293 / 37488120 / -0.0%	68285167 / 71989617 / -5.1%	0.55 / 0.52 / +5.4%
tpch_q06/datafusion:vortex-file-compressed	6418049 / 6364133 / +0.8%	30911127 / 35554794 / -13.1% 🟢	0.21 / 0.18 / +16.0%
tpch_q07/datafusion:vortex-file-compressed	51828622 / 51762992 / +0.1%	82488299 / 86504578 / -4.6%	0.63 / 0.60 / +5.0%
tpch_q08/datafusion:vortex-file-compressed	53095372 / 51027955 / +4.1%	84572987 / 75830060 / +11.5% 🔴	0.63 / 0.67 / -6.7%
tpch_q09/datafusion:vortex-file-compressed	49131382 / 50019433 / -1.8%	77147164 / 78223871 / -1.4%	0.64 / 0.64 / -0.4%
tpch_q10/datafusion:vortex-file-compressed	16872829 / 16929225 / -0.3%	52657473 / 55375322 / -4.9%	0.32 / 0.31 / +4.8%
tpch_q11/datafusion:vortex-file-compressed	15111853 / 15230712 / -0.8%	33832121 / 36326992 / -6.9%	0.45 / 0.42 / +6.5%
tpch_q12/datafusion:vortex-file-compressed	22771319 / 22797187 / -0.1%	47842165 / 49373948 / -3.1%	0.48 / 0.46 / +3.1%
tpch_q13/datafusion:vortex-file-compressed	19966983 / 20011620 / -0.2%	42379112 / 43877423 / -3.4%	0.47 / 0.46 / +3.3%
tpch_q14/datafusion:vortex-file-compressed	15282579 / 15299622 / -0.1%	42839783 / 44804137 / -4.4%	0.36 / 0.34 / +4.5%
tpch_q15/datafusion:vortex-file-compressed	18791213 / 18731921 / +0.3%	46511374 / 50635694 / -8.1%	0.40 / 0.37 / +9.2%
tpch_q16/datafusion:vortex-file-compressed	18880586 / 18579194 / +1.6%	38361193 / 39840242 / -3.7%	0.49 / 0.47 / +5.5%
tpch_q17/datafusion:vortex-file-compressed	28554207 / 28854909 / -1.0%	59765212 / 58409097 / +2.3%	0.48 / 0.49 / -3.3%
tpch_q18/datafusion:vortex-file-compressed	36970540 / 36713605 / +0.7%	58531497 / 59320815 / -1.3%	0.63 / 0.62 / +2.1%
tpch_q19/datafusion:vortex-file-compressed	13927483 / 13625279 / +2.2%	40786119 / 40479292 / +0.8%	0.34 / 0.34 / +1.4%
tpch_q20/datafusion:vortex-file-compressed	20822818 / 21436208 / -2.9%	44644281 / 48179637 / -7.3%	0.47 / 0.44 / +4.8%
tpch_q21/datafusion:vortex-file-compressed	39842852 / 39329445 / +1.3%	70007803 / 69160619 / +1.2%	0.57 / 0.57 / +0.1%
tpch_q22/datafusion:vortex-file-compressed	11244861 / 11367215 / -1.1%	32568458 / 32639203 / -0.2%	0.35 / 0.35 / -0.9%

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	67480496 / 67574915 / -0.1%	85952152 / 90081876 / -4.6%	0.79 / 0.75 / +4.7%
tpch_q02/datafusion:parquet	53226492 / 52703966 / +1.0%	71453169 / 74432935 / -4.0%	0.74 / 0.71 / +5.2%
tpch_q03/datafusion:parquet	72541735 / 72749478 / -0.3%	100304502 / 102518298 / -2.2%	0.72 / 0.71 / +1.9%
tpch_q04/datafusion:parquet	39831429 / 39651502 / +0.5%	59465571 / 65155926 / -8.7%	0.67 / 0.61 / +10.1%
tpch_q05/datafusion:parquet	88503240 / 88784719 / -0.3%	120057394 / 126030193 / -4.7%	0.74 / 0.70 / +4.6%
tpch_q06/datafusion:parquet	28607015 / 28128298 / +1.7%	49428613 / 51737348 / -4.5%	0.58 / 0.54 / +6.5%
tpch_q07/datafusion:parquet	95492219 / 95738871 / -0.3%	125178729 / 128390548 / -2.5%	0.76 / 0.75 / +2.3%
tpch_q08/datafusion:parquet	97670914 / 98095988 / -0.4%	127933666 / 129236235 / -1.0%	0.76 / 0.76 / +0.6%
tpch_q09/datafusion:parquet	114255069 / 114777347 / -0.5%	147564943 / 149658327 / -1.4%	0.77 / 0.77 / +1.0%
tpch_q10/datafusion:parquet	80680996 / 80188022 / +0.6%	114210333 / 122204005 / -6.5%	0.71 / 0.66 / +7.7%
tpch_q11/datafusion:parquet	39618292 / 39574437 / +0.1%	61625355 / 63448187 / -2.9%	0.64 / 0.62 / +3.1%
tpch_q12/datafusion:parquet	62289939 / 62858612 / -0.9%	89687549 / 91089917 / -1.5%	0.69 / 0.69 / +0.6%
tpch_q13/datafusion:parquet	160456431 / 160838810 / -0.2%	183469898 / 189383897 / -3.1%	0.87 / 0.85 / +3.0%
tpch_q14/datafusion:parquet	40113070 / 40376056 / -0.7%	71098626 / 74962393 / -5.2%	0.56 / 0.54 / +4.7%
tpch_q15/datafusion:parquet	47027872 / 47197160 / -0.4%	71277737 / 72707545 / -2.0%	0.66 / 0.65 / +1.6%
tpch_q16/datafusion:parquet	39118708 / 38473766 / +1.7%	59387873 / 58815077 / +1.0%	0.66 / 0.65 / +0.7%
tpch_q17/datafusion:parquet	117925684 / 116375674 / +1.3%	144470403 / 146110937 / -1.1%	0.82 / 0.80 / +2.5%
tpch_q18/datafusion:parquet	115282882 / 116386376 / -0.9%	137927765 / 142096456 / -2.9%	0.84 / 0.82 / +2.0%
tpch_q19/datafusion:parquet	50345534 / 50781478 / -0.9%	80735518 / 83550660 / -3.4%	0.62 / 0.61 / +2.6%
tpch_q20/datafusion:parquet	59053792 / 58160827 / +1.5%	84936067 / 89540151 / -5.1%	0.70 / 0.65 / +7.0%
tpch_q21/datafusion:parquet	99212471 / 99459394 / -0.2%	125271057 / 127790331 / -2.0%	0.79 / 0.78 / +1.8%
tpch_q22/datafusion:parquet	42339661 / 41572634 / +1.8%	58524933 / 62653466 / -6.6%	0.72 / 0.66 / +9.0%

duckdb / vortex-file-compressed / ns (0.992x ➖, 3↑ 3↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-file-compressed	11583187 / 10962672 / +5.7%	20908477 / 19879719 / +5.2%	0.55 / 0.55 / +0.5%
tpch_q02/duckdb:vortex-file-compressed	17946618 / 17541079 / +2.3%	27317673 / 28442435 / -4.0%	0.66 / 0.62 / +6.5%
tpch_q03/duckdb:vortex-file-compressed	18353351 / 18271860 / +0.4%	37483796 / 35107134 / +6.8%	0.49 / 0.52 / -5.9%
tpch_q04/duckdb:vortex-file-compressed	19380875 / 17537932 / +10.5% 🔴	33308234 / 31681770 / +5.1%	0.58 / 0.55 / +5.1%
tpch_q05/duckdb:vortex-file-compressed	21651638 / 21783428 / -0.6%	37747068 / 35622363 / +6.0%	0.57 / 0.61 / -6.2%
tpch_q06/duckdb:vortex-file-compressed	5415878 / 6199448 / -12.6% 🟢	15089206 / 15872295 / -4.9%	0.36 / 0.39 / -8.1%
tpch_q07/duckdb:vortex-file-compressed	25176256 / 21095327 / +19.3% 🔴	49688203 / 37174700 / +33.7% 🔴	0.51 / 0.57 / -10.7%
tpch_q08/duckdb:vortex-file-compressed	24063679 / 23948562 / +0.5%	40625152 / 38150833 / +6.5%	0.59 / 0.63 / -5.6%
tpch_q09/duckdb:vortex-file-compressed	40731033 / 30531518 / +33.4% 🔴	59465193 / 48570149 / +22.4% 🔴	0.68 / 0.63 / +9.0%
tpch_q10/duckdb:vortex-file-compressed	26210581 / 28151437 / -6.9%	43563022 / 49913305 / -12.7% 🟢	0.60 / 0.56 / +6.7%
tpch_q11/duckdb:vortex-file-compressed	8093649 / 11312073 / -28.5% 🟢	16211801 / 16676559 / -2.8%	0.50 / 0.68 / -26.4%
tpch_q12/duckdb:vortex-file-compressed	16575857 / 17231483 / -3.8%	29978793 / 36276544 / -17.4% 🟢	0.55 / 0.48 / +16.4%
tpch_q13/duckdb:vortex-file-compressed	21125433 / 21897598 / -3.5%	42411600 / 40725283 / +4.1%	0.50 / 0.54 / -7.4%
tpch_q14/duckdb:vortex-file-compressed	13085838 / 13396786 / -2.3%	24411683 / 26132851 / -6.6%	0.54 / 0.51 / +4.6%
tpch_q15/duckdb:vortex-file-compressed	10163408 / 10168511 / -0.1%	19227946 / 18733728 / +2.6%	0.53 / 0.54 / -2.6%
tpch_q16/duckdb:vortex-file-compressed	19035453 / 18393572 / +3.5%	25904318 / 25688708 / +0.8%	0.73 / 0.72 / +2.6%
tpch_q17/duckdb:vortex-file-compressed	14837891 / 15096269 / -1.7%	35833253 / 32777851 / +9.3%	0.41 / 0.46 / -10.1%
tpch_q18/duckdb:vortex-file-compressed	24761219 / 25974874 / -4.7%	34371255 / 41447647 / -17.1% 🟢	0.72 / 0.63 / +15.0%
tpch_q19/duckdb:vortex-file-compressed	23684343 / 23881014 / -0.8%	36218270 / 40423957 / -10.4% 🟢	0.65 / 0.59 / +10.7%
tpch_q20/duckdb:vortex-file-compressed	17525349 / 17852300 / -1.8%	36905908 / 35352646 / +4.4%	0.47 / 0.50 / -6.0%
tpch_q21/duckdb:vortex-file-compressed	59226344 / 66111873 / -10.4% 🟢	72990887 / 85985109 / -15.1% 🟢	0.81 / 0.77 / +5.5%
tpch_q22/duckdb:vortex-file-compressed	12181151 / 12289286 / -0.9%	21241946 / 23347343 / -9.0%	0.57 / 0.53 / +8.9%

duckdb / parquet / ns (0.992x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	60200078 / 60592597 / -0.6%	66760313 / 67175038 / -0.6%	0.90 / 0.90 / -0.0%
tpch_q02/duckdb:parquet	34925767 / 35186694 / -0.7%	43125206 / 43432881 / -0.7%	0.81 / 0.81 / -0.0%
tpch_q03/duckdb:parquet	62300203 / 62867665 / -0.9%	74049934 / 75186001 / -1.5%	0.84 / 0.84 / +0.6%
tpch_q04/duckdb:parquet	43377963 / 43675974 / -0.7%	56807836 / 53588932 / +6.0%	0.76 / 0.82 / -6.3%
tpch_q05/duckdb:parquet	60776115 / 61300994 / -0.9%	73071942 / 73458218 / -0.5%	0.83 / 0.83 / -0.3%
tpch_q06/duckdb:parquet	20038834 / 20375539 / -1.7%	24209915 / 25273179 / -4.2%	0.83 / 0.81 / +2.7%
tpch_q07/duckdb:parquet	60865348 / 61341889 / -0.8%	71851145 / 72819091 / -1.3%	0.85 / 0.84 / +0.6%
tpch_q08/duckdb:parquet	73391288 / 74042811 / -0.9%	86413597 / 87709360 / -1.5%	0.85 / 0.84 / +0.6%
tpch_q09/duckdb:parquet	113255916 / 114234210 / -0.9%	127291359 / 127669556 / -0.3%	0.89 / 0.89 / -0.6%
tpch_q10/duckdb:parquet	108626923 / 111120086 / -2.2%	123114917 / 121538427 / +1.3%	0.88 / 0.91 / -3.5%
tpch_q11/duckdb:parquet	20108722 / 20151406 / -0.2%	23768809 / 23880537 / -0.5%	0.85 / 0.84 / +0.3%
tpch_q12/duckdb:parquet	41602102 / 41790928 / -0.5%	49160451 / 49684496 / -1.1%	0.85 / 0.84 / +0.6%
tpch_q13/duckdb:parquet	239490299 / 239417261 / +0.0%	248699201 / 248637303 / +0.0%	0.96 / 0.96 / +0.0%
tpch_q14/duckdb:parquet	43675840 / 43868294 / -0.4%	53118218 / 52580539 / +1.0%	0.82 / 0.83 / -1.4%
tpch_q15/duckdb:parquet	25063605 / 25008733 / +0.2%	31127446 / 36282340 / -14.2% 🟢	0.81 / 0.69 / +16.8%
tpch_q16/duckdb:parquet	49818384 / 51400586 / -3.1%	56400914 / 57787992 / -2.4%	0.88 / 0.89 / -0.7%
tpch_q17/duckdb:parquet	44457722 / 44928401 / -1.0%	54499184 / 54643660 / -0.3%	0.82 / 0.82 / -0.8%
tpch_q18/duckdb:parquet	90184899 / 91143933 / -1.1%	101192686 / 104348797 / -3.0%	0.89 / 0.87 / +2.0%
tpch_q19/duckdb:parquet	61421482 / 61355364 / +0.1%	71366003 / 71583404 / -0.3%	0.86 / 0.86 / +0.4%
tpch_q20/duckdb:parquet	58577050 / 59178846 / -1.0%	72088009 / 71695674 / +0.5%	0.81 / 0.83 / -1.6%
tpch_q21/duckdb:parquet	136828870 / 137928740 / -0.8%	148033337 / 150099546 / -1.4%	0.92 / 0.92 / +0.6%
tpch_q22/duckdb:parquet	50699917 / 50761929 / -0.1%	60014635 / 58500299 / +2.6%	0.84 / 0.87 / -2.6%

No file size changes detected.

github-actions · 2026-09-15T14:16:07Z

Benchmarks: FineWeb NVMe 📖

Commits: PR 515861ae vs base 008e3b75
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +7.0%
Engines: DataFusion No clear signal (+4.5%, low confidence) · DuckDB No clear signal (+9.6%, medium confidence)
Vortex (geomean): hot 1.072x ➖ · cold 0.942x ➖
Parquet (geomean): hot 1.002x ➖ · cold 0.989x ➖
Shifts: Parquet (control) +0.2% · Median polish +1.4%

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 (1.046x ➖, 0↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:vortex-file-compressed	7137095 / 6896419 / +3.5%	20788491 / 20611347 / +0.9%	0.34 / 0.33 / +2.6%
fineweb_q01/datafusion:vortex-file-compressed	12326892 / 11437994 / +7.8%	43539467 / 45659512 / -4.6%	0.28 / 0.25 / +13.0%
fineweb_q02/datafusion:vortex-file-compressed	12391842 / 12676933 / -2.2%	51641785 / 49634510 / +4.0%	0.24 / 0.26 / -6.0%
fineweb_q03/datafusion:vortex-file-compressed	20154630 / 20689142 / -2.6%	98216713 / 108254151 / -9.3%	0.21 / 0.19 / +7.4%
fineweb_q04/datafusion:vortex-file-compressed	76753294 / 75772418 / +1.3%	154562909 / 160042386 / -3.4%	0.50 / 0.47 / +4.9%
fineweb_q05/datafusion:vortex-file-compressed	59848278 / 59698230 / +0.3%	139715139 / 141769293 / -1.4%	0.43 / 0.42 / +1.7%
fineweb_q06/datafusion:vortex-file-compressed	19686725 / 18366198 / +7.2%	104215267 / 104883350 / -0.6%	0.19 / 0.18 / +7.9%
fineweb_q07/datafusion:vortex-file-compressed	17978597 / 16977723 / +5.9%	102016990 / 102838129 / -0.8%	0.18 / 0.17 / +6.7%
fineweb_q08/datafusion:vortex-file-compressed	10973106 / 8999444 / +21.9% 🔴	44024928 / 58918260 / -25.3% 🟢	0.25 / 0.15 / +63.2%

datafusion / parquet / ns (1.001x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:parquet	9930752 / 9724420 / +2.1%	34067257 / 32188590 / +5.8%	0.29 / 0.30 / -3.5%
fineweb_q01/datafusion:parquet	74091982 / 76060234 / -2.6%	146104709 / 156389433 / -6.6%	0.51 / 0.49 / +4.3%
fineweb_q02/datafusion:parquet	74604308 / 75998700 / -1.8%	144066452 / 148456610 / -3.0%	0.52 / 0.51 / +1.2%
fineweb_q03/datafusion:parquet	74745572 / 74913388 / -0.2%	152702456 / 147146239 / +3.8%	0.49 / 0.51 / -3.9%
fineweb_q04/datafusion:parquet	82991256 / 80799738 / +2.7%	145404695 / 150271563 / -3.2%	0.57 / 0.54 / +6.2%
fineweb_q05/datafusion:parquet	80571790 / 80909270 / -0.4%	147041936 / 151355266 / -2.8%	0.55 / 0.53 / +2.5%
fineweb_q06/datafusion:parquet	75678332 / 75577366 / +0.1%	145803535 / 156972976 / -7.1%	0.52 / 0.48 / +7.8%
fineweb_q07/datafusion:parquet	74853743 / 75734164 / -1.2%	139178196 / 144812138 / -3.9%	0.54 / 0.52 / +2.8%
fineweb_q08/datafusion:parquet	74595396 / 72939774 / +2.3%	141769458 / 146078769 / -2.9%	0.53 / 0.50 / +5.4%

duckdb / vortex-file-compressed / ns (1.100x ❌, 1↑ 6↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:vortex-file-compressed	1970465 / 1897998 / +3.8%	4887043 / 8532219 / -42.7% 🟢	0.40 / 0.22 / +81.3%
fineweb_q01/duckdb:vortex-file-compressed	23016217 / 19495537 / +18.1% 🔴	60797180 / 59031498 / +3.0%	0.38 / 0.33 / +14.6%
fineweb_q02/duckdb:vortex-file-compressed	20062292 / 17970137 / +11.6% 🔴	47578393 / 46282869 / +2.8%	0.42 / 0.39 / +8.6%
fineweb_q03/duckdb:vortex-file-compressed	46197396 / 27558980 / +67.6% 🔴	115738033 / 129396192 / -10.6% 🟢	0.40 / 0.21 / +87.4%
fineweb_q04/duckdb:vortex-file-compressed	75965052 / 83165715 / -8.7%	115173104 / 171460358 / -32.8% 🟢	0.66 / 0.49 / +36.0%
fineweb_q05/duckdb:vortex-file-compressed	66689925 / 59253310 / +12.6% 🔴	145821705 / 102966757 / +41.6% 🔴	0.46 / 0.58 / -20.5%
fineweb_q06/duckdb:vortex-file-compressed	31452558 / 45341046 / -30.6% 🟢	112092851 / 130706332 / -14.2% 🟢	0.28 / 0.35 / -19.1%
fineweb_q07/duckdb:vortex-file-compressed	33299618 / 28662318 / +16.2% 🔴	115843481 / 92909230 / +24.7% 🔴	0.29 / 0.31 / -6.8%
fineweb_q08/duckdb:vortex-file-compressed	7681782 / 6188112 / +24.1% 🔴	14622319 / 15063895 / -2.9%	0.53 / 0.41 / +27.9%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:parquet	22745408 / 21573340 / +5.4%	27337479 / 24402580 / +12.0% 🔴	0.83 / 0.88 / -5.9%
fineweb_q01/duckdb:parquet	44355116 / 44695695 / -0.8%	54337642 / 56874948 / -4.5%	0.82 / 0.79 / +3.9%
fineweb_q02/duckdb:parquet	43624130 / 43831986 / -0.5%	60186964 / 55978984 / +7.5%	0.72 / 0.78 / -7.4%
fineweb_q03/duckdb:parquet	94907644 / 94478112 / +0.5%	183574780 / 190214146 / -3.5%	0.52 / 0.50 / +4.1%
fineweb_q04/duckdb:parquet	155739694 / 153372760 / +1.5%	198804744 / 204540363 / -2.8%	0.78 / 0.75 / +4.5%
fineweb_q05/duckdb:parquet	142503580 / 143263945 / -0.5%	191742720 / 197187282 / -2.8%	0.74 / 0.73 / +2.3%
fineweb_q06/duckdb:parquet	71000520 / 71837570 / -1.2%	115474439 / 125810123 / -8.2%	0.61 / 0.57 / +7.7%
fineweb_q07/duckdb:parquet	72960266 / 72097117 / +1.2%	156010256 / 155331553 / +0.4%	0.47 / 0.46 / +0.8%
fineweb_q08/duckdb:parquet	22477272 / 23014253 / -2.3%	24849859 / 23942857 / +3.8%	0.90 / 0.96 / -5.9%

No file size changes detected.

github-actions · 2026-09-15T14:17:46Z

Benchmarks: Clickbench Sorted on NVME 📖

Commits: PR 515861ae vs base 008e3b75
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.9%
Engines: DataFusion No clear signal (-3.6%, low confidence) · DuckDB No clear signal (-4.2%, environment too noisy confidence)
Vortex (geomean): hot 0.993x ➖ · cold 0.954x ➖
Parquet (geomean): hot 1.033x ➖ · cold 0.985x ➖
Shifts: Parquet (control) +3.3% · Median polish +0.6%

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 (0.978x ➖, 1↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/datafusion:vortex-file-compressed	172352586 / 202177374 / -14.8% 🟢	559601211 / 514382282 / +8.8%	0.31 / 0.39 / -21.6%
clickbench-sorted_q24/datafusion:vortex-file-compressed	11081731 / 11188267 / -1.0%	46679516 / 47369367 / -1.5%	0.24 / 0.24 / +0.5%
clickbench-sorted_q26/datafusion:vortex-file-compressed	10858748 / 11489987 / -5.5%	48082243 / 49218289 / -2.3%	0.23 / 0.23 / -3.3%
clickbench-sorted_q36/datafusion:vortex-file-compressed	23183044 / 22898283 / +1.2%	67826640 / 68871776 / -1.5%	0.34 / 0.33 / +2.8%
clickbench-sorted_q37/datafusion:vortex-file-compressed	18613573 / 18889736 / -1.5%	57853952 / 58833630 / -1.7%	0.32 / 0.32 / +0.2%
clickbench-sorted_q38/datafusion:vortex-file-compressed	17545758 / 17578764 / -0.2%	58169610 / 59804386 / -2.7%	0.30 / 0.29 / +2.6%
clickbench-sorted_q39/datafusion:vortex-file-compressed	41057146 / 40431381 / +1.5%	91780878 / 95471574 / -3.9%	0.45 / 0.42 / +5.6%
clickbench-sorted_q40/datafusion:vortex-file-compressed	11898413 / 12364642 / -3.8%	42431771 / 44671616 / -5.0%	0.28 / 0.28 / +1.3%
clickbench-sorted_q41/datafusion:vortex-file-compressed	12470958 / 11884640 / +4.9%	41414612 / 45478391 / -8.9%	0.30 / 0.26 / +15.2%
clickbench-sorted_q42/datafusion:vortex-file-compressed	9838360 / 9988859 / -1.5%	35950113 / 36544882 / -1.6%	0.27 / 0.27 / +0.1%

datafusion / parquet / ns (1.015x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/datafusion:parquet	768619331 / 767853862 / +0.1%	937833420 / 943196114 / -0.6%	0.82 / 0.81 / +0.7%
clickbench-sorted_q24/datafusion:parquet	9459146 / 9003622 / +5.1%	70843012 / 70855534 / -0.0%	0.13 / 0.13 / +5.1%
clickbench-sorted_q26/datafusion:parquet	9493936 / 9067958 / +4.7%	73042014 / 72229531 / +1.1%	0.13 / 0.13 / +3.5%
clickbench-sorted_q36/datafusion:parquet	94016184 / 94080832 / -0.1%	167268079 / 169358261 / -1.2%	0.56 / 0.56 / +1.2%
clickbench-sorted_q37/datafusion:parquet	64673424 / 63717246 / +1.5%	132931780 / 131159285 / +1.4%	0.49 / 0.49 / +0.1%
clickbench-sorted_q38/datafusion:parquet	87655247 / 87086638 / +0.7%	162396340 / 158508063 / +2.5%	0.54 / 0.55 / -1.8%
clickbench-sorted_q39/datafusion:parquet	159831864 / 158904340 / +0.6%	232466867 / 234675436 / -0.9%	0.69 / 0.68 / +1.5%
clickbench-sorted_q40/datafusion:parquet	44648086 / 43905790 / +1.7%	115382811 / 117978126 / -2.2%	0.39 / 0.37 / +4.0%
clickbench-sorted_q41/datafusion:parquet	42542712 / 41931482 / +1.5%	112006951 / 111807446 / +0.2%	0.38 / 0.38 / +1.3%
clickbench-sorted_q42/datafusion:parquet	26319798 / 26422306 / -0.4%	91224815 / 86764613 / +5.1%	0.29 / 0.30 / -5.3%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/duckdb:vortex-file-compressed	60571469 / 59286430 / +2.2%	80055488 / 92127280 / -13.1% 🟢	0.76 / 0.64 / +17.6%
clickbench-sorted_q24/duckdb:vortex-file-compressed	21470970 / 20654503 / +4.0%	26234903 / 35462210 / -26.0% 🟢	0.82 / 0.58 / +40.5%
clickbench-sorted_q26/duckdb:vortex-file-compressed	16039586 / 16515937 / -2.9%	24933601 / 25973337 / -4.0%	0.64 / 0.64 / +1.2%
clickbench-sorted_q36/duckdb:vortex-file-compressed	30886766 / 31307574 / -1.3%	62010549 / 64493644 / -3.9%	0.50 / 0.49 / +2.6%
clickbench-sorted_q37/duckdb:vortex-file-compressed	23709432 / 24043136 / -1.4%	49008738 / 55978920 / -12.5% 🟢	0.48 / 0.43 / +12.6%
clickbench-sorted_q38/duckdb:vortex-file-compressed	26287519 / 25527104 / +3.0%	61729307 / 61724452 / +0.0%	0.43 / 0.41 / +3.0%
clickbench-sorted_q39/duckdb:vortex-file-compressed	49648209 / 48081881 / +3.3%	94728456 / 101092105 / -6.3%	0.52 / 0.48 / +10.2%
clickbench-sorted_q40/duckdb:vortex-file-compressed	15683741 / 16823503 / -6.8%	38620194 / 39351749 / -1.9%	0.41 / 0.43 / -5.0%
clickbench-sorted_q41/duckdb:vortex-file-compressed	16462400 / 16549024 / -0.5%	37753613 / 37289683 / +1.2%	0.44 / 0.44 / -1.7%
clickbench-sorted_q42/duckdb:vortex-file-compressed	14501790 / 13369444 / +8.5%	30736696 / 30577855 / +0.5%	0.47 / 0.44 / +7.9%

duckdb / parquet / ns (1.052x ➖, 0↑ 2↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/duckdb:parquet	125803337 / 124464182 / +1.1%	149846923 / 147540119 / +1.6%	0.84 / 0.84 / -0.5%
clickbench-sorted_q24/duckdb:parquet	18941487 / 17447936 / +8.6%	26902565 / 26190006 / +2.7%	0.70 / 0.67 / +5.7%
clickbench-sorted_q26/duckdb:parquet	13260230 / 12741704 / +4.1%	20892825 / 21135517 / -1.1%	0.63 / 0.60 / +5.3%
clickbench-sorted_q36/duckdb:parquet	47056155 / 42519431 / +10.7% 🔴	60022810 / 59289377 / +1.2%	0.78 / 0.72 / +9.3%
clickbench-sorted_q37/duckdb:parquet	30752313 / 30165187 / +1.9%	43833847 / 51901121 / -15.5% 🟢	0.70 / 0.58 / +20.7%
clickbench-sorted_q38/duckdb:parquet	40417793 / 38482698 / +5.0%	55661296 / 55862349 / -0.4%	0.73 / 0.69 / +5.4%
clickbench-sorted_q39/duckdb:parquet	70167198 / 68910540 / +1.8%	90656729 / 87047134 / +4.1%	0.77 / 0.79 / -2.2%
clickbench-sorted_q40/duckdb:parquet	16800285 / 17856076 / -5.9%	35997901 / 38640953 / -6.8%	0.47 / 0.46 / +1.0%
clickbench-sorted_q41/duckdb:parquet	19227900 / 15967082 / +20.4% 🔴	35276448 / 42506583 / -17.0% 🟢	0.55 / 0.38 / +45.1%
clickbench-sorted_q42/duckdb:parquet	11209292 / 10567508 / +6.1%	23474039 / 23731911 / -1.1%	0.48 / 0.45 / +7.2%

File Size Changes (100 files changed, -0.0% overall, 45↑ 55↓)

File	Scale	Format	Base	HEAD	Change	%
hits_075.vortex	1.0	vortex-file-compressed	189.02 MB	191.35 MB	+2.32 MB	+1.2%
hits_007.vortex	1.0	vortex-file-compressed	199.62 MB	201.23 MB	+1.61 MB	+0.8%
hits_071.vortex	1.0	vortex-file-compressed	139.26 MB	140.15 MB	+905.98 KB	+0.6%
hits_059.vortex	1.0	vortex-file-compressed	198.94 MB	200.14 MB	+1.20 MB	+0.6%
hits_010.vortex	1.0	vortex-file-compressed	168.12 MB	169.09 MB	+993.98 KB	+0.6%
hits_056.vortex	1.0	vortex-file-compressed	135.13 MB	135.75 MB	+637.01 KB	+0.5%
hits_018.vortex	1.0	vortex-file-compressed	199.96 MB	200.82 MB	+885.09 KB	+0.4%
hits_062.vortex	1.0	vortex-file-compressed	171.42 MB	172.10 MB	+696.45 KB	+0.4%
hits_050.vortex	1.0	vortex-file-compressed	161.58 MB	161.98 MB	+413.79 KB	+0.3%
hits_041.vortex	1.0	vortex-file-compressed	130.23 MB	130.54 MB	+308.81 KB	+0.2%
hits_029.vortex	1.0	vortex-file-compressed	200.89 MB	201.28 MB	+396.23 KB	+0.2%
hits_060.vortex	1.0	vortex-file-compressed	192.70 MB	193.07 MB	+377.81 KB	+0.2%
hits_099.vortex	1.0	vortex-file-compressed	171.78 MB	172.10 MB	+321.65 KB	+0.2%
hits_013.vortex	1.0	vortex-file-compressed	161.81 MB	162.09 MB	+287.20 KB	+0.2%
hits_004.vortex	1.0	vortex-file-compressed	130.57 MB	130.79 MB	+217.48 KB	+0.2%
hits_003.vortex	1.0	vortex-file-compressed	136.58 MB	136.80 MB	+223.60 KB	+0.2%
hits_070.vortex	1.0	vortex-file-compressed	200.94 MB	201.20 MB	+267.91 KB	+0.1%
hits_039.vortex	1.0	vortex-file-compressed	161.63 MB	161.78 MB	+157.23 KB	+0.1%
hits_083.vortex	1.0	vortex-file-compressed	156.24 MB	156.38 MB	+149.65 KB	+0.1%
hits_035.vortex	1.0	vortex-file-compressed	102.18 MB	102.26 MB	+87.12 KB	+0.1%
hits_046.vortex	1.0	vortex-file-compressed	100.68 MB	100.76 MB	+79.91 KB	+0.1%
hits_022.vortex	1.0	vortex-file-compressed	200.02 MB	200.17 MB	+144.82 KB	+0.1%
hits_094.vortex	1.0	vortex-file-compressed	158.41 MB	158.52 MB	+113.62 KB	+0.1%
hits_037.vortex	1.0	vortex-file-compressed	177.96 MB	178.07 MB	+108.42 KB	+0.1%
hits_065.vortex	1.0	vortex-file-compressed	161.90 MB	161.98 MB	+86.53 KB	+0.1%
hits_081.vortex	1.0	vortex-file-compressed	200.97 MB	201.07 MB	+98.77 KB	+0.0%
hits_058.vortex	1.0	vortex-file-compressed	154.36 MB	154.43 MB	+75.28 KB	+0.0%
hits_000.vortex	1.0	vortex-file-compressed	130.57 MB	130.63 MB	+55.45 KB	+0.0%
hits_087.vortex	1.0	vortex-file-compressed	161.59 MB	161.66 MB	+65.63 KB	+0.0%
hits_043.vortex	1.0	vortex-file-compressed	126.73 MB	126.78 MB	+51.25 KB	+0.0%
hits_047.vortex	1.0	vortex-file-compressed	153.75 MB	153.81 MB	+61.58 KB	+0.0%
hits_091.vortex	1.0	vortex-file-compressed	147.32 MB	147.38 MB	+57.39 KB	+0.0%
hits_097.vortex	1.0	vortex-file-compressed	192.65 MB	192.71 MB	+70.05 KB	+0.0%
hits_024.vortex	1.0	vortex-file-compressed	161.06 MB	161.11 MB	+52.15 KB	+0.0%
hits_053.vortex	1.0	vortex-file-compressed	189.51 MB	189.56 MB	+57.02 KB	+0.0%
hits_021.vortex	1.0	vortex-file-compressed	153.72 MB	153.75 MB	+39.56 KB	+0.0%
hits_011.vortex	1.0	vortex-file-compressed	200.17 MB	200.21 MB	+40.30 KB	+0.0%
hits_092.vortex	1.0	vortex-file-compressed	200.76 MB	200.79 MB	+37.60 KB	+0.0%
hits_001.vortex	1.0	vortex-file-compressed	190.74 MB	190.77 MB	+31.90 KB	+0.0%
hits_030.vortex	1.0	vortex-file-compressed	131.21 MB	131.22 MB	+19.04 KB	+0.0%
hits_009.vortex	1.0	vortex-file-compressed	101.07 MB	101.08 MB	+13.80 KB	+0.0%
hits_042.vortex	1.0	vortex-file-compressed	202.20 MB	202.22 MB	+25.02 KB	+0.0%
hits_028.vortex	1.0	vortex-file-compressed	152.07 MB	152.07 MB	+8.48 KB	+0.0%
hits_080.vortex	1.0	vortex-file-compressed	127.05 MB	127.05 MB	+6.29 KB	+0.0%
hits_084.vortex	1.0	vortex-file-compressed	153.91 MB	153.92 MB	+5.89 KB	+0.0%
hits_036.vortex	1.0	vortex-file-compressed	171.97 MB	171.97 MB	1.73 KB	-0.0%
hits_078.vortex	1.0	vortex-file-compressed	130.22 MB	130.22 MB	1.40 KB	-0.0%
hits_015.vortex	1.0	vortex-file-compressed	130.35 MB	130.35 MB	4.27 KB	-0.0%
hits_093.vortex	1.0	vortex-file-compressed	130.92 MB	130.92 MB	5.24 KB	-0.0%
hits_005.vortex	1.0	vortex-file-compressed	167.18 MB	167.17 MB	19.33 KB	-0.0%
hits_057.vortex	1.0	vortex-file-compressed	159.77 MB	159.76 MB	19.29 KB	-0.0%
hits_073.vortex	1.0	vortex-file-compressed	173.08 MB	173.06 MB	22.59 KB	-0.0%
hits_069.vortex	1.0	vortex-file-compressed	143.13 MB	143.11 MB	19.14 KB	-0.0%
hits_096.vortex	1.0	vortex-file-compressed	200.43 MB	200.39 MB	35.51 KB	-0.0%
hits_017.vortex	1.0	vortex-file-compressed	147.22 MB	147.19 MB	27.12 KB	-0.0%
hits_086.vortex	1.0	vortex-file-compressed	191.75 MB	191.72 MB	35.41 KB	-0.0%
hits_052.vortex	1.0	vortex-file-compressed	130.08 MB	130.05 MB	25.20 KB	-0.0%
hits_038.vortex	1.0	vortex-file-compressed	189.56 MB	189.52 MB	37.07 KB	-0.0%
hits_048.vortex	1.0	vortex-file-compressed	200.73 MB	200.70 MB	40.41 KB	-0.0%
hits_020.vortex	1.0	vortex-file-compressed	159.85 MB	159.82 MB	32.98 KB	-0.0%
hits_076.vortex	1.0	vortex-file-compressed	161.60 MB	161.56 MB	40.48 KB	-0.0%
hits_012.vortex	1.0	vortex-file-compressed	190.50 MB	190.45 MB	48.44 KB	-0.0%
hits_034.vortex	1.0	vortex-file-compressed	181.76 MB	181.71 MB	46.25 KB	-0.0%
hits_090.vortex	1.0	vortex-file-compressed	192.37 MB	192.32 MB	52.29 KB	-0.0%
hits_016.vortex	1.0	vortex-file-compressed	179.99 MB	179.94 MB	52.85 KB	-0.0%
hits_067.vortex	1.0	vortex-file-compressed	130.82 MB	130.78 MB	40.84 KB	-0.0%
hits_074.vortex	1.0	vortex-file-compressed	200.15 MB	200.08 MB	77.73 KB	-0.0%
hits_089.vortex	1.0	vortex-file-compressed	130.70 MB	130.65 MB	53.23 KB	-0.0%
hits_061.vortex	1.0	vortex-file-compressed	161.39 MB	161.32 MB	66.45 KB	-0.0%
hits_068.vortex	1.0	vortex-file-compressed	160.45 MB	160.39 MB	66.40 KB	-0.0%
hits_025.vortex	1.0	vortex-file-compressed	172.39 MB	172.32 MB	71.86 KB	-0.0%
hits_031.vortex	1.0	vortex-file-compressed	159.20 MB	159.13 MB	69.49 KB	-0.0%
hits_023.vortex	1.0	vortex-file-compressed	194.94 MB	194.83 MB	113.02 KB	-0.1%
hits_077.vortex	1.0	vortex-file-compressed	172.96 MB	172.85 MB	115.44 KB	-0.1%
hits_019.vortex	1.0	vortex-file-compressed	140.07 MB	139.97 MB	98.05 KB	-0.1%
hits_008.vortex	1.0	vortex-file-compressed	139.40 MB	139.29 MB	110.67 KB	-0.1%
hits_098.vortex	1.0	vortex-file-compressed	137.81 MB	137.70 MB	112.04 KB	-0.1%
hits_002.vortex	1.0	vortex-file-compressed	161.76 MB	161.59 MB	178.94 KB	-0.1%
hits_014.vortex	1.0	vortex-file-compressed	172.84 MB	172.64 MB	197.52 KB	-0.1%
hits_088.vortex	1.0	vortex-file-compressed	172.78 MB	172.57 MB	213.10 KB	-0.1%
hits_049.vortex	1.0	vortex-file-compressed	191.40 MB	191.16 MB	251.88 KB	-0.1%
hits_040.vortex	1.0	vortex-file-compressed	144.38 MB	144.19 MB	196.33 KB	-0.1%
hits_079.vortex	1.0	vortex-file-compressed	180.98 MB	180.74 MB	248.73 KB	-0.1%
hits_063.vortex	1.0	vortex-file-compressed	131.05 MB	130.87 MB	181.04 KB	-0.1%
hits_072.vortex	1.0	vortex-file-compressed	102.06 MB	101.91 MB	155.30 KB	-0.1%
hits_064.vortex	1.0	vortex-file-compressed	190.74 MB	190.42 MB	329.46 KB	-0.2%
hits_051.vortex	1.0	vortex-file-compressed	173.40 MB	173.10 MB	306.66 KB	-0.2%
hits_066.vortex	1.0	vortex-file-compressed	163.25 MB	162.96 MB	290.60 KB	-0.2%
hits_026.vortex	1.0	vortex-file-compressed	130.80 MB	130.51 MB	292.77 KB	-0.2%
hits_032.vortex	1.0	vortex-file-compressed	154.34 MB	153.99 MB	359.77 KB	-0.2%
hits_095.vortex	1.0	vortex-file-compressed	154.00 MB	153.62 MB	393.36 KB	-0.2%
hits_006.vortex	1.0	vortex-file-compressed	126.90 MB	126.58 MB	329.74 KB	-0.3%
hits_045.vortex	1.0	vortex-file-compressed	140.22 MB	139.78 MB	453.39 KB	-0.3%
hits_033.vortex	1.0	vortex-file-compressed	201.19 MB	200.44 MB	769.76 KB	-0.4%
hits_082.vortex	1.0	vortex-file-compressed	139.70 MB	139.17 MB	537.26 KB	-0.4%
hits_054.vortex	1.0	vortex-file-compressed	147.83 MB	147.22 MB	619.54 KB	-0.4%
hits_085.vortex	1.0	vortex-file-compressed	200.78 MB	199.88 MB	920.35 KB	-0.4%
hits_044.vortex	1.0	vortex-file-compressed	201.07 MB	199.81 MB	1.27 MB	-0.6%
hits_055.vortex	1.0	vortex-file-compressed	200.96 MB	199.51 MB	1.46 MB	-0.7%
hits_027.vortex	1.0	vortex-file-compressed	192.29 MB	189.51 MB	2.78 MB	-1.4%

Totals:

vortex-file-compressed: 15.96 GB → 15.96 GB (-0.0%)

github-actions · 2026-09-15T14:18:52Z

Benchmarks: TPC-H SF=10 on NVME 📖

Commits: PR 515861ae vs base a65c6537
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.3%
Engines: DataFusion No clear signal (+0.2%, low confidence) · DuckDB No clear signal (-4.7%, low confidence)
Vortex (geomean): hot 0.970x ➖ · cold 0.961x ➖
Parquet (geomean): hot 0.993x ➖ · cold 0.982x ➖
Shifts: Parquet (control) -0.7% · Median polish -0.5%

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 (0.990x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-file-compressed	92038386 / 97702289 / -5.8%	163558583 / 169208339 / -3.3%	0.56 / 0.58 / -2.5%
tpch_q02/datafusion:vortex-file-compressed	65555211 / 65087727 / +0.7%	93370684 / 95746788 / -2.5%	0.70 / 0.68 / +3.3%
tpch_q03/datafusion:vortex-file-compressed	66441155 / 65212355 / +1.9%	115690439 / 118734306 / -2.6%	0.57 / 0.55 / +4.6%
tpch_q04/datafusion:vortex-file-compressed	35243216 / 35583170 / -1.0%	75702351 / 82084192 / -7.8%	0.47 / 0.43 / +7.4%
tpch_q05/datafusion:vortex-file-compressed	119142684 / 117124300 / +1.7%	171338656 / 178738147 / -4.1%	0.70 / 0.66 / +6.1%
tpch_q06/datafusion:vortex-file-compressed	14631007 / 15790361 / -7.3%	72601750 / 69484514 / +4.5%	0.20 / 0.23 / -11.3%
tpch_q07/datafusion:vortex-file-compressed	141848473 / 139164767 / +1.9%	195336269 / 196149323 / -0.4%	0.73 / 0.71 / +2.4%
tpch_q08/datafusion:vortex-file-compressed	145109488 / 144868557 / +0.2%	204764431 / 200625360 / +2.1%	0.71 / 0.72 / -1.9%
tpch_q09/datafusion:vortex-file-compressed	184163507 / 183589236 / +0.3%	251316604 / 254958755 / -1.4%	0.73 / 0.72 / +1.8%
tpch_q10/datafusion:vortex-file-compressed	74172849 / 74214031 / -0.1%	133559983 / 148408040 / -10.0% 🟢	0.56 / 0.50 / +11.1%
tpch_q11/datafusion:vortex-file-compressed	43322556 / 43200542 / +0.3%	65601753 / 70456954 / -6.9%	0.66 / 0.61 / +7.7%
tpch_q12/datafusion:vortex-file-compressed	44727949 / 45514909 / -1.7%	96036933 / 97986735 / -2.0%	0.47 / 0.46 / +0.3%
tpch_q13/datafusion:vortex-file-compressed	46358054 / 47668165 / -2.7%	79923546 / 78262244 / +2.1%	0.58 / 0.61 / -4.8%
tpch_q14/datafusion:vortex-file-compressed	24889820 / 25086394 / -0.8%	93457920 / 95837113 / -2.5%	0.27 / 0.26 / +1.7%
tpch_q15/datafusion:vortex-file-compressed	37092823 / 37823500 / -1.9%	99546264 / 101444634 / -1.9%	0.37 / 0.37 / -0.1%
tpch_q16/datafusion:vortex-file-compressed	37410927 / 37598782 / -0.5%	65738455 / 66272899 / -0.8%	0.57 / 0.57 / +0.3%
tpch_q17/datafusion:vortex-file-compressed	175557721 / 177462041 / -1.1%	214304206 / 231818726 / -7.6%	0.82 / 0.77 / +7.0%
tpch_q18/datafusion:vortex-file-compressed	206317938 / 206540077 / -0.1%	265314464 / 268220462 / -1.1%	0.78 / 0.77 / +1.0%
tpch_q19/datafusion:vortex-file-compressed	33620915 / 35187644 / -4.5%	103593712 / 98133659 / +5.6%	0.32 / 0.36 / -9.5%
tpch_q20/datafusion:vortex-file-compressed	63743462 / 63462325 / +0.4%	117728519 / 125685046 / -6.3%	0.54 / 0.50 / +7.2%
tpch_q21/datafusion:vortex-file-compressed	181929556 / 181802421 / +0.1%	232538320 / 243187874 / -4.4%	0.78 / 0.75 / +4.7%
tpch_q22/datafusion:vortex-file-compressed	25603106 / 25863192 / -1.0%	51391179 / 56197168 / -8.6%	0.50 / 0.46 / +8.3%

datafusion / parquet / ns (0.989x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	83598209 / 83357413 / +0.3%	136845097 / 135456533 / +1.0%	0.61 / 0.62 / -0.7%
tpch_q02/datafusion:parquet	135827612 / 135752661 / +0.1%	162402801 / 169856464 / -4.4%	0.84 / 0.80 / +4.6%
tpch_q03/datafusion:parquet	125229031 / 126177302 / -0.8%	196968169 / 194830287 / +1.1%	0.64 / 0.65 / -1.8%
tpch_q04/datafusion:parquet	53974912 / 54168292 / -0.4%	100079235 / 112383052 / -10.9% 🟢	0.54 / 0.48 / +11.9%
tpch_q05/datafusion:parquet	165193826 / 165205949 / -0.0%	234841335 / 245860713 / -4.5%	0.70 / 0.67 / +4.7%
tpch_q06/datafusion:parquet	31731813 / 32507765 / -2.4%	81287621 / 88149134 / -7.8%	0.39 / 0.37 / +5.9%
tpch_q07/datafusion:parquet	213882818 / 216765148 / -1.3%	289261514 / 280741652 / +3.0%	0.74 / 0.77 / -4.2%
tpch_q08/datafusion:parquet	209415290 / 210257672 / -0.4%	297877431 / 291002158 / +2.4%	0.70 / 0.72 / -2.7%
tpch_q09/datafusion:parquet	285281382 / 280872446 / +1.6%	367473997 / 361555183 / +1.6%	0.78 / 0.78 / -0.1%
tpch_q10/datafusion:parquet	302992527 / 305984554 / -1.0%	368787147 / 369109483 / -0.1%	0.82 / 0.83 / -0.9%
tpch_q11/datafusion:parquet	97106843 / 97615567 / -0.5%	116659591 / 121290628 / -3.8%	0.83 / 0.80 / +3.4%
tpch_q12/datafusion:parquet	77661810 / 79827107 / -2.7%	129195682 / 130171906 / -0.7%	0.60 / 0.61 / -2.0%
tpch_q13/datafusion:parquet	195002063 / 195548910 / -0.3%	225343872 / 230845582 / -2.4%	0.87 / 0.85 / +2.2%
tpch_q14/datafusion:parquet	74413012 / 75808752 / -1.8%	173461959 / 196024822 / -11.5% 🟢	0.43 / 0.39 / +10.9%
tpch_q15/datafusion:parquet	77295136 / 79515866 / -2.8%	138374130 / 141207851 / -2.0%	0.56 / 0.56 / -0.8%
tpch_q16/datafusion:parquet	84376202 / 86079562 / -2.0%	110548307 / 110105439 / +0.4%	0.76 / 0.78 / -2.4%
tpch_q17/datafusion:parquet	204020954 / 208704860 / -2.2%	262143605 / 266679505 / -1.7%	0.78 / 0.78 / -0.6%
tpch_q18/datafusion:parquet	263103565 / 269929519 / -2.5%	309129492 / 325844039 / -5.1%	0.85 / 0.83 / +2.7%
tpch_q19/datafusion:parquet	97447867 / 98573606 / -1.1%	169202063 / 173155743 / -2.3%	0.58 / 0.57 / +1.2%
tpch_q20/datafusion:parquet	151829746 / 154312913 / -1.6%	208790352 / 221655164 / -5.8%	0.73 / 0.70 / +4.5%
tpch_q21/datafusion:parquet	228883676 / 234447166 / -2.4%	304485723 / 315377700 / -3.5%	0.75 / 0.74 / +1.1%
tpch_q22/datafusion:parquet	161149062 / 162366486 / -0.7%	182451634 / 187950654 / -2.9%	0.88 / 0.86 / +2.2%

duckdb / vortex-file-compressed / ns (0.950x ➖, 5↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-file-compressed	55986765 / 53874807 / +3.9%	95547856 / 95691008 / -0.1%	0.59 / 0.56 / +4.1%
tpch_q02/duckdb:vortex-file-compressed	32784218 / 32380196 / +1.2%	45403736 / 45610549 / -0.5%	0.72 / 0.71 / +1.7%
tpch_q03/duckdb:vortex-file-compressed	57522809 / 57777056 / -0.4%	104754252 / 110149045 / -4.9%	0.55 / 0.52 / +4.7%
tpch_q04/duckdb:vortex-file-compressed	57942554 / 80469603 / -28.0% 🟢	88496952 / 116005281 / -23.7% 🟢	0.65 / 0.69 / -5.6%
tpch_q05/duckdb:vortex-file-compressed	69900917 / 65967743 / +6.0%	121005365 / 114150813 / +6.0%	0.58 / 0.58 / -0.0%
tpch_q06/duckdb:vortex-file-compressed	21254953 / 21499472 / -1.1%	56722957 / 58602150 / -3.2%	0.37 / 0.37 / +2.1%
tpch_q07/duckdb:vortex-file-compressed	57910424 / 58724703 / -1.4%	116370785 / 113157062 / +2.8%	0.50 / 0.52 / -4.1%
tpch_q08/duckdb:vortex-file-compressed	95815838 / 88348069 / +8.5%	151740546 / 150249776 / +1.0%	0.63 / 0.59 / +7.4%
tpch_q09/duckdb:vortex-file-compressed	153664023 / 167087078 / -8.0%	208230534 / 227484651 / -8.5%	0.74 / 0.73 / +0.5%
tpch_q10/duckdb:vortex-file-compressed	71443637 / 113797254 / -37.2% 🟢	118884851 / 199859131 / -40.5% 🟢	0.60 / 0.57 / +5.5%
tpch_q11/duckdb:vortex-file-compressed	17246534 / 20186140 / -14.6% 🟢	31134284 / 32879396 / -5.3%	0.55 / 0.61 / -9.8%
tpch_q12/duckdb:vortex-file-compressed	58510800 / 57810204 / +1.2%	99753610 / 98472082 / +1.3%	0.59 / 0.59 / -0.1%
tpch_q13/duckdb:vortex-file-compressed	91670693 / 90814933 / +0.9%	134023302 / 136373692 / -1.7%	0.68 / 0.67 / +2.7%
tpch_q14/duckdb:vortex-file-compressed	30211605 / 31448577 / -3.9%	70551569 / 74998838 / -5.9%	0.43 / 0.42 / +2.1%
tpch_q15/duckdb:vortex-file-compressed	39958029 / 39451099 / +1.3%	87831495 / 87400339 / +0.5%	0.45 / 0.45 / +0.8%
tpch_q16/duckdb:vortex-file-compressed	43873178 / 42394651 / +3.5%	56870405 / 55175058 / +3.1%	0.77 / 0.77 / +0.4%
tpch_q17/duckdb:vortex-file-compressed	63645312 / 76482224 / -16.8% 🟢	131470348 / 159151483 / -17.4% 🟢	0.48 / 0.48 / +0.7%
tpch_q18/duckdb:vortex-file-compressed	131109238 / 135182491 / -3.0%	173064070 / 165216507 / +4.7%	0.76 / 0.82 / -7.4%
tpch_q19/duckdb:vortex-file-compressed	51456655 / 48005097 / +7.2%	101034053 / 106677564 / -5.3%	0.51 / 0.45 / +13.2%
tpch_q20/duckdb:vortex-file-compressed	59351623 / 60384074 / -1.7%	114384101 / 115703780 / -1.1%	0.52 / 0.52 / -0.6%
tpch_q21/duckdb:vortex-file-compressed	216065724 / 244934361 / -11.8% 🟢	260165487 / 283950363 / -8.4%	0.83 / 0.86 / -3.7%
tpch_q22/duckdb:vortex-file-compressed	41659188 / 41065997 / +1.4%	63350834 / 56683644 / +11.8% 🔴	0.66 / 0.72 / -9.2%

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	70731408 / 69942011 / +1.1%	94588570 / 87384645 / +8.2%	0.75 / 0.80 / -6.6%
tpch_q02/duckdb:parquet	70254596 / 71165721 / -1.3%	80481224 / 82356591 / -2.3%	0.87 / 0.86 / +1.0%
tpch_q03/duckdb:parquet	117595077 / 116565922 / +0.9%	155614789 / 154750066 / +0.6%	0.76 / 0.75 / +0.3%
tpch_q04/duckdb:parquet	74363010 / 74506296 / -0.2%	102653820 / 111792067 / -8.2%	0.72 / 0.67 / +8.7%
tpch_q05/duckdb:parquet	126451328 / 125609495 / +0.7%	172168387 / 179837123 / -4.3%	0.73 / 0.70 / +5.2%
tpch_q06/duckdb:parquet	34118288 / 34673035 / -1.6%	52076114 / 49603772 / +5.0%	0.66 / 0.70 / -6.3%
tpch_q07/duckdb:parquet	89362457 / 89130403 / +0.3%	132564326 / 153874627 / -13.8% 🟢	0.67 / 0.58 / +16.4%
tpch_q08/duckdb:parquet	142722141 / 142986115 / -0.2%	185597989 / 186975435 / -0.7%	0.77 / 0.76 / +0.6%
tpch_q09/duckdb:parquet	222912923 / 223730113 / -0.4%	266683434 / 263051019 / +1.4%	0.84 / 0.85 / -1.7%
tpch_q10/duckdb:parquet	471122420 / 471836983 / -0.2%	514269943 / 521327821 / -1.4%	0.92 / 0.91 / +1.2%
tpch_q11/duckdb:parquet	30666541 / 30571664 / +0.3%	37860004 / 37750436 / +0.3%	0.81 / 0.81 / +0.0%
tpch_q12/duckdb:parquet	75151961 / 74668469 / +0.6%	95324210 / 93022468 / +2.5%	0.79 / 0.80 / -1.8%
tpch_q13/duckdb:parquet	319757130 / 318310180 / +0.5%	335257343 / 329868773 / +1.6%	0.95 / 0.96 / -1.2%
tpch_q14/duckdb:parquet	105951403 / 103649894 / +2.2%	133712506 / 133443184 / +0.2%	0.79 / 0.78 / +2.0%
tpch_q15/duckdb:parquet	43329020 / 43037907 / +0.7%	77548389 / 77677149 / -0.2%	0.56 / 0.55 / +0.8%
tpch_q16/duckdb:parquet	113780741 / 114590765 / -0.7%	125617936 / 124544666 / +0.9%	0.91 / 0.92 / -1.6%
tpch_q17/duckdb:parquet	76363908 / 77015493 / -0.8%	103657298 / 103887848 / -0.2%	0.74 / 0.74 / -0.6%
tpch_q18/duckdb:parquet	202799459 / 207583709 / -2.3%	167409228 / 166911713 / +0.3%	1.21 / 1.24 / -2.6%
tpch_q19/duckdb:parquet	161502468 / 174812775 / -7.6%	191317319 / 195353661 / -2.1%	0.84 / 0.89 / -5.7%
tpch_q20/duckdb:parquet	127552443 / 129390359 / -1.4%	161049006 / 169206647 / -4.8%	0.79 / 0.76 / +3.6%
tpch_q21/duckdb:parquet	271899795 / 261346254 / +4.0%	296606552 / 289444049 / +2.5%	0.92 / 0.90 / +1.5%
tpch_q22/duckdb:parquet	260316744 / 261905889 / -0.6%	270728305 / 271440052 / -0.3%	0.96 / 0.96 / -0.3%

No file size changes detected.

github-actions · 2026-09-15T14:18:55Z

Benchmarks: FineWeb S3 📖

Commits: PR 515861ae vs base 008e3b75
Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -8.2%
Engines: DataFusion No clear signal (-4.4%, environment too noisy confidence) · DuckDB No clear signal (-11.8%, environment too noisy confidence)
Vortex (geomean): hot 1.032x ➖ · cold 0.954x ➖
Parquet (geomean): hot 1.123x ➖ · cold 1.054x ➖
Shifts: Parquet (control) +12.3% · Median polish +5.0%

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 (1.148x ➖, 0↑ 3↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:vortex-file-compressed	62743681 / 52616896 / +19.2%	152649357 / 134143913 / +13.8%	0.41 / 0.39 / +4.8%
fineweb_q01/datafusion:vortex-file-compressed	606087618 / 367835794 / +64.8% 🔴	770868217 / 536405426 / +43.7% 🔴	0.79 / 0.69 / +14.7%
fineweb_q02/datafusion:vortex-file-compressed	672935400 / 401791115 / +67.5% 🔴	698564418 / 544713676 / +28.2%	0.96 / 0.74 / +30.6%
fineweb_q03/datafusion:vortex-file-compressed	630048600 / 473567678 / +33.0% 🔴	777904642 / 756426577 / +2.8%	0.81 / 0.63 / +29.4%
fineweb_q04/datafusion:vortex-file-compressed	497370902 / 445803446 / +11.6%	627746301 / 604995590 / +3.8%	0.79 / 0.74 / +7.5%
fineweb_q05/datafusion:vortex-file-compressed	410143399 / 482936586 / -15.1%	430157200 / 451868935 / -4.8%	0.95 / 1.07 / -10.8%
fineweb_q06/datafusion:vortex-file-compressed	762793002 / 741278351 / +2.9%	684248264 / 726474893 / -5.8%	1.11 / 1.02 / +9.3%
fineweb_q07/datafusion:vortex-file-compressed	494174954 / 487451974 / +1.4%	467166687 / 417737716 / +11.8%	1.06 / 1.17 / -9.3%
fineweb_q08/datafusion:vortex-file-compressed	213281528 / 265983630 / -19.8%	210659639 / 336484963 / -37.4% 🟢	1.01 / 0.79 / +28.1%

datafusion / parquet / ns (1.201x ➖, 0↑ 3↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:parquet	505326314 / 481901846 / +4.9%	872991279 / 770915103 / +13.2%	0.58 / 0.63 / -7.4%
fineweb_q01/datafusion:parquet	923294102 / 705605238 / +30.9% 🔴	784753586 / 702681222 / +11.7%	1.18 / 1.00 / +17.2%
fineweb_q02/datafusion:parquet	947823390 / 914923273 / +3.6%	1141433883 / 926365455 / +23.2%	0.83 / 0.99 / -15.9%
fineweb_q03/datafusion:parquet	1031167242 / 705202388 / +46.2% 🔴	724782837 / 767486802 / -5.6%	1.42 / 0.92 / +54.8%
fineweb_q04/datafusion:parquet	903152912 / 861944518 / +4.8%	821150387 / 686764069 / +19.6%	1.10 / 1.26 / -12.4%
fineweb_q05/datafusion:parquet	973674784 / 765186630 / +27.2%	915322353 / 785666545 / +16.5%	1.06 / 0.97 / +9.2%
fineweb_q06/datafusion:parquet	864772808 / 787044744 / +9.9%	798587163 / 833654331 / -4.2%	1.08 / 0.94 / +14.7%
fineweb_q07/datafusion:parquet	1014265020 / 768135330 / +32.0% 🔴	737765879 / 719690454 / +2.5%	1.37 / 1.07 / +28.8%
fineweb_q08/datafusion:parquet	936030320 / 723775068 / +29.3%	913080226 / 740419421 / +23.3%	1.03 / 0.98 / +4.9%

duckdb / vortex-file-compressed / ns (0.927x ➖, 2↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:vortex-file-compressed	58888470 / 90292795 / -34.8% 🟢	70960594 / 135586882 / -47.7% 🟢	0.83 / 0.67 / +24.6%
fineweb_q01/duckdb:vortex-file-compressed	461646762 / 406756810 / +13.5%	442086390 / 463704094 / -4.7%	1.04 / 0.88 / +19.0%
fineweb_q02/duckdb:vortex-file-compressed	570976266 / 832792294 / -31.4% 🟢	585006940 / 637062935 / -8.2%	0.98 / 1.31 / -25.3%
fineweb_q03/duckdb:vortex-file-compressed	943905396 / 1001689544 / -5.8%	948021351 / 1068717272 / -11.3%	1.00 / 0.94 / +6.2%
fineweb_q04/duckdb:vortex-file-compressed	1070248148 / 1007352292 / +6.2%	1012646562 / 1061680081 / -4.6%	1.06 / 0.95 / +11.4%
fineweb_q05/duckdb:vortex-file-compressed	865693169 / 893976232 / -3.2%	941764788 / 963409289 / -2.2%	0.92 / 0.93 / -0.9%
fineweb_q06/duckdb:vortex-file-compressed	1272876524 / 1247023694 / +2.1%	1188502214 / 1284024835 / -7.4%	1.07 / 0.97 / +10.3%
fineweb_q07/duckdb:vortex-file-compressed	1002266791 / 963984322 / +4.0%	1026719833 / 1027164124 / -0.0%	0.98 / 0.94 / +4.0%
fineweb_q08/duckdb:vortex-file-compressed	395277090 / 409550554 / -3.5%	470012018 / 535902496 / -12.3%	0.84 / 0.76 / +10.0%

duckdb / parquet / ns (1.051x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:parquet	499044387 / 473860562 / +5.3%	522546437 / 565171140 / -7.5%	0.96 / 0.84 / +13.9%
fineweb_q01/duckdb:parquet	618504010 / 575996844 / +7.4%	556410348 / 544558797 / +2.2%	1.11 / 1.06 / +5.1%
fineweb_q02/duckdb:parquet	655128928 / 592984912 / +10.5%	685061573 / 585410698 / +17.0%	0.96 / 1.01 / -5.6%
fineweb_q03/duckdb:parquet	1404849001 / 1413648306 / -0.6%	1472756026 / 1457898844 / +1.0%	0.95 / 0.97 / -1.6%
fineweb_q04/duckdb:parquet	865653627 / 722713456 / +19.8%	802977329 / 742711943 / +8.1%	1.08 / 0.97 / +10.8%
fineweb_q05/duckdb:parquet	839415758 / 921567416 / -8.9%	935394985 / 994301462 / -5.9%	0.90 / 0.93 / -3.2%
fineweb_q06/duckdb:parquet	1831245705 / 1698732416 / +7.8%	1727795413 / 1792355218 / -3.6%	1.06 / 0.95 / +11.8%
fineweb_q07/duckdb:parquet	1107797496 / 1047703771 / +5.7%	1133053510 / 1117234140 / +1.4%	0.98 / 0.94 / +4.3%
fineweb_q08/duckdb:parquet	492480956 / 486262394 / +1.3%	473476392 / 508535161 / -6.9%	1.04 / 0.96 / +8.8%

github-actions · 2026-09-15T14:19:12Z

Benchmarks: Clickbench on NVME 📖

Commits: PR 515861ae vs base a65c6537
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Engines: DataFusion No clear signal (-0.1%, low confidence) · DuckDB No clear signal (-0.4%, low confidence)
Vortex (geomean): hot 1.000x ➖ · cold 1.013x ➖
Parquet (geomean): hot 1.003x ➖ · cold 1.015x ➖
Shifts: Parquet (control) +0.3% · 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 (0.998x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/datafusion:vortex-file-compressed	1286010 / 1253244 / +2.6%	20514656 / 19854098 / +3.3%	0.06 / 0.06 / -0.7%
clickbench_q01/datafusion:vortex-file-compressed	5766744 / 6104594 / -5.5%	34583022 / 33605895 / +2.9%	0.17 / 0.18 / -8.2%
clickbench_q02/datafusion:vortex-file-compressed	10342079 / 11000370 / -6.0%	42235204 / 40098671 / +5.3%	0.24 / 0.27 / -10.7%
clickbench_q03/datafusion:vortex-file-compressed	12089614 / 11638826 / +3.9%	54989723 / 53279480 / +3.2%	0.22 / 0.22 / +0.6%
clickbench_q04/datafusion:vortex-file-compressed	57655946 / 56252674 / +2.5%	92844038 / 89852525 / +3.3%	0.62 / 0.63 / -0.8%
clickbench_q05/datafusion:vortex-file-compressed	75491204 / 75949040 / -0.6%	120853468 / 117429927 / +2.9%	0.62 / 0.65 / -3.4%
clickbench_q06/datafusion:vortex-file-compressed	1275784 / 1243698 / +2.6%	20472845 / 19613620 / +4.4%	0.06 / 0.06 / -1.7%
clickbench_q07/datafusion:vortex-file-compressed	9530465 / 9823806 / -3.0%	34184096 / 32411858 / +5.5%	0.28 / 0.30 / -8.0%
clickbench_q08/datafusion:vortex-file-compressed	75100210 / 75978734 / -1.2%	116830830 / 111825358 / +4.5%	0.64 / 0.68 / -5.4%
clickbench_q09/datafusion:vortex-file-compressed	171795362 / 172073283 / -0.2%	207704100 / 211015438 / -1.6%	0.83 / 0.82 / +1.4%
clickbench_q10/datafusion:vortex-file-compressed	23845980 / 25251033 / -5.6%	67758916 / 66610296 / +1.7%	0.35 / 0.38 / -7.2%
clickbench_q11/datafusion:vortex-file-compressed	26244290 / 26159926 / +0.3%	70406057 / 67888500 / +3.7%	0.37 / 0.39 / -3.3%
clickbench_q12/datafusion:vortex-file-compressed	73128848 / 72320355 / +1.1%	113122624 / 114350587 / -1.1%	0.65 / 0.63 / +2.2%
clickbench_q13/datafusion:vortex-file-compressed	121237721 / 117110659 / +3.5%	182068067 / 178120347 / +2.2%	0.67 / 0.66 / +1.3%
clickbench_q14/datafusion:vortex-file-compressed	76976584 / 75736343 / +1.6%	118896634 / 122845388 / -3.2%	0.65 / 0.62 / +5.0%
clickbench_q15/datafusion:vortex-file-compressed	62789099 / 62005172 / +1.3%	98087261 / 94734057 / +3.5%	0.64 / 0.65 / -2.2%
clickbench_q16/datafusion:vortex-file-compressed	151493140 / 153125711 / -1.1%	208373901 / 202772257 / +2.8%	0.73 / 0.76 / -3.7%
clickbench_q17/datafusion:vortex-file-compressed	150768968 / 148557969 / +1.5%	212811598 / 210646886 / +1.0%	0.71 / 0.71 / +0.5%
clickbench_q18/datafusion:vortex-file-compressed	296713146 / 298679324 / -0.7%	357807667 / 374987317 / -4.6%	0.83 / 0.80 / +4.1%
clickbench_q19/datafusion:vortex-file-compressed	7519540 / 7755610 / -3.0%	48230867 / 44456432 / +8.5%	0.16 / 0.17 / -10.6%
clickbench_q20/datafusion:vortex-file-compressed	61357594 / 61032503 / +0.5%	234114185 / 232720532 / +0.6%	0.26 / 0.26 / -0.1%
clickbench_q21/datafusion:vortex-file-compressed	88373512 / 89106200 / -0.8%	273631797 / 272577151 / +0.4%	0.32 / 0.33 / -1.2%
clickbench_q22/datafusion:vortex-file-compressed	103869385 / 101948026 / +1.9%	348338808 / 349312070 / -0.3%	0.30 / 0.29 / +2.2%
clickbench_q23/datafusion:vortex-file-compressed	203625987 / 195018304 / +4.4%	539397233 / 535795513 / +0.7%	0.38 / 0.36 / +3.7%
clickbench_q24/datafusion:vortex-file-compressed	15762901 / 16316292 / -3.4%	63687734 / 61580477 / +3.4%	0.25 / 0.26 / -6.6%
clickbench_q25/datafusion:vortex-file-compressed	17936866 / 17947388 / -0.1%	55874939 / 56912482 / -1.8%	0.32 / 0.32 / +1.8%
clickbench_q26/datafusion:vortex-file-compressed	17023458 / 16841492 / +1.1%	66856724 / 64762455 / +3.2%	0.25 / 0.26 / -2.1%
clickbench_q27/datafusion:vortex-file-compressed	99202888 / 98671758 / +0.5%	243472048 / 242463722 / +0.4%	0.41 / 0.41 / +0.1%
clickbench_q28/datafusion:vortex-file-compressed	564003717 / 564856294 / -0.2%	612026490 / 620320106 / -1.3%	0.92 / 0.91 / +1.2%
clickbench_q29/datafusion:vortex-file-compressed	23643260 / 22846181 / +3.5%	50189179 / 51559110 / -2.7%	0.47 / 0.44 / +6.3%
clickbench_q30/datafusion:vortex-file-compressed	61015932 / 60970045 / +0.1%	109672726 / 108411674 / +1.2%	0.56 / 0.56 / -1.1%
clickbench_q31/datafusion:vortex-file-compressed	71075354 / 73643918 / -3.5%	152540144 / 150215995 / +1.5%	0.47 / 0.49 / -5.0%
clickbench_q32/datafusion:vortex-file-compressed	300333522 / 297636006 / +0.9%	388080939 / 388720166 / -0.2%	0.77 / 0.77 / +1.1%
clickbench_q33/datafusion:vortex-file-compressed	328620042 / 329989645 / -0.4%	419237375 / 429064267 / -2.3%	0.78 / 0.77 / +1.9%
clickbench_q34/datafusion:vortex-file-compressed	327178404 / 334097428 / -2.1%	428657481 / 423924305 / +1.1%	0.76 / 0.79 / -3.2%
clickbench_q35/datafusion:vortex-file-compressed	54971570 / 55704550 / -1.3%	87914922 / 87169267 / +0.9%	0.63 / 0.64 / -2.2%
clickbench_q36/datafusion:vortex-file-compressed	37727480 / 37338169 / +1.0%	65138916 / 64906949 / +0.4%	0.58 / 0.58 / +0.7%
clickbench_q37/datafusion:vortex-file-compressed	22023043 / 21719736 / +1.4%	47089296 / 46605572 / +1.0%	0.47 / 0.47 / +0.4%
clickbench_q38/datafusion:vortex-file-compressed	11750875 / 11531990 / +1.9%	39186052 / 37230035 / +5.3%	0.30 / 0.31 / -3.2%
clickbench_q39/datafusion:vortex-file-compressed	78488168 / 78384854 / +0.1%	110695278 / 109109723 / +1.5%	0.71 / 0.72 / -1.3%
clickbench_q40/datafusion:vortex-file-compressed	11141814 / 11518415 / -3.3%	35936464 / 36585828 / -1.8%	0.31 / 0.31 / -1.5%
clickbench_q41/datafusion:vortex-file-compressed	10702876 / 10970846 / -2.4%	35010209 / 34750595 / +0.7%	0.31 / 0.32 / -3.2%
clickbench_q42/datafusion:vortex-file-compressed	10909167 / 11053092 / -1.3%	35827471 / 34782775 / +3.0%	0.30 / 0.32 / -4.2%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/datafusion:parquet	1270580 / 1276854 / -0.5%	49450701 / 48415487 / +2.1%	0.03 / 0.03 / -2.6%
clickbench_q01/datafusion:parquet	15743396 / 16338007 / -3.6%	68763509 / 74428912 / -7.6%	0.23 / 0.22 / +4.3%
clickbench_q02/datafusion:parquet	19074030 / 18968022 / +0.6%	84434213 / 84885710 / -0.5%	0.23 / 0.22 / +1.1%
clickbench_q03/datafusion:parquet	17240856 / 17780842 / -3.0%	80771712 / 81434447 / -0.8%	0.21 / 0.22 / -2.2%
clickbench_q04/datafusion:parquet	63845270 / 63188308 / +1.0%	127442089 / 126299319 / +0.9%	0.50 / 0.50 / +0.1%
clickbench_q05/datafusion:parquet	88433450 / 88841347 / -0.5%	158495296 / 159462630 / -0.6%	0.56 / 0.56 / +0.1%
clickbench_q06/datafusion:parquet	1293367 / 1278119 / +1.2%	49024060 / 48269767 / +1.6%	0.03 / 0.03 / -0.4%
clickbench_q07/datafusion:parquet	16854791 / 16824260 / +0.2%	69434971 / 68485198 / +1.4%	0.24 / 0.25 / -1.2%
clickbench_q08/datafusion:parquet	86428670 / 87554366 / -1.3%	160689155 / 162073117 / -0.9%	0.54 / 0.54 / -0.4%
clickbench_q09/datafusion:parquet	190131928 / 189838528 / +0.2%	260548362 / 269849566 / -3.4%	0.73 / 0.70 / +3.7%
clickbench_q10/datafusion:parquet	36809447 / 36571271 / +0.7%	100175707 / 101100882 / -0.9%	0.37 / 0.36 / +1.6%
clickbench_q11/datafusion:parquet	42481884 / 43115244 / -1.5%	108752988 / 109261671 / -0.5%	0.39 / 0.39 / -1.0%
clickbench_q12/datafusion:parquet	96852490 / 95974058 / +0.9%	163367852 / 163862631 / -0.3%	0.59 / 0.59 / +1.2%
clickbench_q13/datafusion:parquet	148715592 / 147314624 / +1.0%	226557927 / 228875433 / -1.0%	0.66 / 0.64 / +2.0%
clickbench_q14/datafusion:parquet	102371325 / 102174375 / +0.2%	171273560 / 172143343 / -0.5%	0.60 / 0.59 / +0.7%
clickbench_q15/datafusion:parquet	74715013 / 70996126 / +5.2%	132640034 / 131762045 / +0.7%	0.56 / 0.54 / +4.5%
clickbench_q16/datafusion:parquet	158816170 / 157432430 / +0.9%	238522697 / 239427269 / -0.4%	0.67 / 0.66 / +1.3%
clickbench_q17/datafusion:parquet	157789812 / 156966294 / +0.5%	238627687 / 239841469 / -0.5%	0.66 / 0.65 / +1.0%
clickbench_q18/datafusion:parquet	312938277 / 316939801 / -1.3%	419910063 / 419888897 / +0.0%	0.75 / 0.75 / -1.3%
clickbench_q19/datafusion:parquet	19141258 / 19038334 / +0.5%	76604225 / 75256190 / +1.8%	0.25 / 0.25 / -1.2%
clickbench_q20/datafusion:parquet	178452042 / 179586806 / -0.6%	278907786 / 277739853 / +0.4%	0.64 / 0.65 / -1.0%
clickbench_q21/datafusion:parquet	173029594 / 173953949 / -0.5%	292816547 / 290798371 / +0.7%	0.59 / 0.60 / -1.2%
clickbench_q22/datafusion:parquet	261331176 / 261457367 / -0.0%	413381756 / 412132013 / +0.3%	0.63 / 0.63 / -0.4%
clickbench_q23/datafusion:parquet	1148730932 / 1195108448 / -3.9%	1221929421 / 1230504753 / -0.7%	0.94 / 0.97 / -3.2%
clickbench_q24/datafusion:parquet	30129432 / 30015034 / +0.4%	87997261 / 86218417 / +2.1%	0.34 / 0.35 / -1.6%
clickbench_q25/datafusion:parquet	36616916 / 37091626 / -1.3%	99042582 / 99964263 / -0.9%	0.37 / 0.37 / -0.4%
clickbench_q26/datafusion:parquet	30996705 / 30645528 / +1.1%	88696424 / 88020565 / +0.8%	0.35 / 0.35 / +0.4%
clickbench_q27/datafusion:parquet	193867558 / 194454424 / -0.3%	285314543 / 286448954 / -0.4%	0.68 / 0.68 / +0.1%
clickbench_q28/datafusion:parquet	625891577 / 623834138 / +0.3%	701741386 / 695662344 / +0.9%	0.89 / 0.90 / -0.5%
clickbench_q29/datafusion:parquet	29006464 / 29159228 / -0.5%	92583204 / 91642504 / +1.0%	0.31 / 0.32 / -1.5%
clickbench_q30/datafusion:parquet	91218584 / 91641498 / -0.5%	169561977 / 168872438 / +0.4%	0.54 / 0.54 / -0.9%
clickbench_q31/datafusion:parquet	102870625 / 104883696 / -1.9%	191946074 / 191942580 / +0.0%	0.54 / 0.55 / -1.9%
clickbench_q32/datafusion:parquet	326324922 / 328067324 / -0.5%	430717479 / 425204107 / +1.3%	0.76 / 0.77 / -1.8%
clickbench_q33/datafusion:parquet	383026889 / 387004562 / -1.0%	475500157 / 472597643 / +0.6%	0.81 / 0.82 / -1.6%
clickbench_q34/datafusion:parquet	385353020 / 384671310 / +0.2%	474297305 / 474232083 / +0.0%	0.81 / 0.81 / +0.2%
clickbench_q35/datafusion:parquet	66175364 / 62973294 / +5.1%	125899017 / 124121475 / +1.4%	0.53 / 0.51 / +3.6%
clickbench_q36/datafusion:parquet	73663762 / 73592270 / +0.1%	133873964 / 133779768 / +0.1%	0.55 / 0.55 / +0.0%
clickbench_q37/datafusion:parquet	35556651 / 35440082 / +0.3%	92240396 / 91656973 / +0.6%	0.39 / 0.39 / -0.3%
clickbench_q38/datafusion:parquet	47770634 / 47864858 / -0.2%	105980271 / 106618852 / -0.6%	0.45 / 0.45 / +0.4%
clickbench_q39/datafusion:parquet	143644082 / 143991143 / -0.2%	209110143 / 207257560 / +0.9%	0.69 / 0.69 / -1.1%
clickbench_q40/datafusion:parquet	20279674 / 20271676 / +0.0%	76914059 / 77151214 / -0.3%	0.26 / 0.26 / +0.3%
clickbench_q41/datafusion:parquet	18927226 / 18911974 / +0.1%	78106424 / 75628855 / +3.3%	0.24 / 0.25 / -3.1%
clickbench_q42/datafusion:parquet	19313078 / 19292986 / +0.1%	76006398 / 75051081 / +1.3%	0.25 / 0.26 / -1.2%

duckdb / vortex-file-compressed / ns (1.002x ➖, 4↑ 4↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/duckdb:vortex-file-compressed	1783195 / 1538754 / +15.9% 🔴	27723882 / 24469684 / +13.3% 🔴	0.06 / 0.06 / +2.3%
clickbench_q01/duckdb:vortex-file-compressed	14070345 / 12004464 / +17.2% 🔴	28978778 / 29130745 / -0.5%	0.49 / 0.41 / +17.8%
clickbench_q02/duckdb:vortex-file-compressed	13498850 / 13626508 / -0.9%	36738412 / 33617235 / +9.3%	0.37 / 0.41 / -9.4%
clickbench_q03/duckdb:vortex-file-compressed	17199198 / 18390720 / -6.5%	43510485 / 47362053 / -8.1%	0.40 / 0.39 / +1.8%
clickbench_q04/duckdb:vortex-file-compressed	72582733 / 70108202 / +3.5%	96975444 / 103469983 / -6.3%	0.75 / 0.68 / +10.5%
clickbench_q05/duckdb:vortex-file-compressed	67782236 / 70125336 / -3.3%	95734436 / 97456258 / -1.8%	0.71 / 0.72 / -1.6%
clickbench_q06/duckdb:vortex-file-compressed	2013881 / 1881139 / +7.1%	29006947 / 31328103 / -7.4%	0.07 / 0.06 / +15.6%
clickbench_q07/duckdb:vortex-file-compressed	13846731 / 16714627 / -17.2% 🟢	32957750 / 32011144 / +3.0%	0.42 / 0.52 / -19.5%
clickbench_q08/duckdb:vortex-file-compressed	84023944 / 82775262 / +1.5%	120608528 / 127631232 / -5.5%	0.70 / 0.65 / +7.4%
clickbench_q09/duckdb:vortex-file-compressed	108688928 / 108016663 / +0.6%	149038659 / 143401961 / +3.9%	0.73 / 0.75 / -3.2%
clickbench_q10/duckdb:vortex-file-compressed	33039168 / 33971144 / -2.7%	66990979 / 63278305 / +5.9%	0.49 / 0.54 / -8.1%
clickbench_q11/duckdb:vortex-file-compressed	35658698 / 36368098 / -2.0%	70796159 / 69232494 / +2.3%	0.50 / 0.53 / -4.1%
clickbench_q12/duckdb:vortex-file-compressed	76532732 / 73096681 / +4.7%	110145488 / 103452173 / +6.5%	0.69 / 0.71 / -1.7%
clickbench_q13/duckdb:vortex-file-compressed	145434940 / 142425184 / +2.1%	170221578 / 185862126 / -8.4%	0.85 / 0.77 / +11.5%
clickbench_q14/duckdb:vortex-file-compressed	78460973 / 78075288 / +0.5%	110053190 / 111666844 / -1.4%	0.71 / 0.70 / +2.0%
clickbench_q15/duckdb:vortex-file-compressed	92453225 / 92890405 / -0.5%	131005235 / 128381747 / +2.0%	0.71 / 0.72 / -2.5%
clickbench_q16/duckdb:vortex-file-compressed	162685150 / 163983984 / -0.8%	205470533 / 203933056 / +0.8%	0.79 / 0.80 / -1.5%
clickbench_q17/duckdb:vortex-file-compressed	160694330 / 163682544 / -1.8%	211483529 / 204054897 / +3.6%	0.76 / 0.80 / -5.3%
clickbench_q18/duckdb:vortex-file-compressed	314161456 / 318607559 / -1.4%	372591792 / 406172561 / -8.3%	0.84 / 0.78 / +7.5%
clickbench_q19/duckdb:vortex-file-compressed	16397342 / 15965413 / +2.7%	42780926 / 41062916 / +4.2%	0.38 / 0.39 / -1.4%
clickbench_q20/duckdb:vortex-file-compressed	154769014 / 111109108 / +39.3% 🔴	244363207 / 186849958 / +30.8% 🔴	0.63 / 0.59 / +6.5%
clickbench_q21/duckdb:vortex-file-compressed	161811164 / 162899957 / -0.7%	287395161 / 288566107 / -0.4%	0.56 / 0.56 / -0.3%
clickbench_q22/duckdb:vortex-file-compressed	240358592 / 247953338 / -3.1%	425938453 / 431659519 / -1.3%	0.56 / 0.57 / -1.8%
clickbench_q23/duckdb:vortex-file-compressed	55941723 / 58254160 / -4.0%	96055536 / 92704956 / +3.6%	0.58 / 0.63 / -7.3%
clickbench_q24/duckdb:vortex-file-compressed	30073504 / 25942898 / +15.9% 🔴	46577823 / 42490012 / +9.6%	0.65 / 0.61 / +5.7%
clickbench_q25/duckdb:vortex-file-compressed	32075500 / 33469596 / -4.2%	57521037 / 56847918 / +1.2%	0.56 / 0.59 / -5.3%
clickbench_q26/duckdb:vortex-file-compressed	19570173 / 19520754 / +0.3%	36160351 / 36810098 / -1.8%	0.54 / 0.53 / +2.1%
clickbench_q27/duckdb:vortex-file-compressed	148715190 / 144902705 / +2.6%	239642600 / 241342121 / -0.7%	0.62 / 0.60 / +3.4%
clickbench_q28/duckdb:vortex-file-compressed	591964144 / 658460388 / -10.1% 🟢	675715573 / 683357583 / -1.1%	0.88 / 0.96 / -9.1%
clickbench_q29/duckdb:vortex-file-compressed	17646420 / 20552210 / -14.1% 🟢	40001376 / 35115122 / +13.9% 🔴	0.44 / 0.59 / -24.6%
clickbench_q30/duckdb:vortex-file-compressed	68214396 / 65381580 / +4.3%	105002813 / 106004147 / -0.9%	0.65 / 0.62 / +5.3%
clickbench_q31/duckdb:vortex-file-compressed	130122436 / 127183786 / +2.3%	198633756 / 196239357 / +1.2%	0.66 / 0.65 / +1.1%
clickbench_q32/duckdb:vortex-file-compressed	439899162 / 447756828 / -1.8%	484279710 / 467631543 / +3.6%	0.91 / 0.96 / -5.1%
clickbench_q33/duckdb:vortex-file-compressed	400017734 / 393950270 / +1.5%	501463293 / 508399380 / -1.4%	0.80 / 0.77 / +2.9%
clickbench_q34/duckdb:vortex-file-compressed	414034684 / 411809358 / +0.5%	532633406 / 542749712 / -1.9%	0.78 / 0.76 / +2.4%
clickbench_q35/duckdb:vortex-file-compressed	101521390 / 102497618 / -1.0%	152011234 / 139193375 / +9.2%	0.67 / 0.74 / -9.3%
clickbench_q36/duckdb:vortex-file-compressed	16013829 / 15736192 / +1.8%	30704094 / 32978570 / -6.9%	0.52 / 0.48 / +9.3%
clickbench_q37/duckdb:vortex-file-compressed	12532760 / 11776118 / +6.4%	29448334 / 28661882 / +2.7%	0.43 / 0.41 / +3.6%
clickbench_q38/duckdb:vortex-file-compressed	12931065 / 13489172 / -4.1%	28136276 / 29562838 / -4.8%	0.46 / 0.46 / +0.7%
clickbench_q39/duckdb:vortex-file-compressed	23112648 / 24468380 / -5.5%	42635829 / 42700938 / -0.2%	0.54 / 0.57 / -5.4%
clickbench_q40/duckdb:vortex-file-compressed	11261816 / 10966366 / +2.7%	28651306 / 28287499 / +1.3%	0.39 / 0.39 / +1.4%
clickbench_q41/duckdb:vortex-file-compressed	12261529 / 12791422 / -4.1%	26373398 / 28485424 / -7.4%	0.46 / 0.45 / +3.5%
clickbench_q42/duckdb:vortex-file-compressed	11887654 / 14602521 / -18.6% 🟢	31209435 / 29331807 / +6.4%	0.38 / 0.50 / -23.5%

duckdb / parquet / ns (1.006x ➖, 1↑ 2↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/duckdb:parquet	8484268 / 9553553 / -11.2% 🟢	22634096 / 23978120 / -5.6%	0.37 / 0.40 / -5.9%
clickbench_q01/duckdb:parquet	9681120 / 9982025 / -3.0%	21231525 / 20645205 / +2.8%	0.46 / 0.48 / -5.7%
clickbench_q02/duckdb:parquet	15223918 / 15187374 / +0.2%	31094253 / 31259954 / -0.5%	0.49 / 0.49 / +0.8%
clickbench_q03/duckdb:parquet	17359538 / 15183330 / +14.3% 🔴	50373459 / 50166654 / +0.4%	0.34 / 0.30 / +13.9%
clickbench_q04/duckdb:parquet	69869471 / 76186014 / -8.3%	91209838 / 92683011 / -1.6%	0.77 / 0.82 / -6.8%
clickbench_q05/duckdb:parquet	80273888 / 83524124 / -3.9%	119170723 / 118134935 / +0.9%	0.67 / 0.71 / -4.7%
clickbench_q06/duckdb:parquet	15646955 / 14676582 / +6.6%	27668160 / 24830081 / +11.4% 🔴	0.57 / 0.59 / -4.3%
clickbench_q07/duckdb:parquet	12316389 / 10740843 / +14.7% 🔴	23083572 / 22790866 / +1.3%	0.53 / 0.47 / +13.2%
clickbench_q08/duckdb:parquet	87480784 / 82500768 / +6.0%	123255422 / 122208171 / +0.9%	0.71 / 0.68 / +5.1%
clickbench_q09/duckdb:parquet	116659861 / 114589722 / +1.8%	154101359 / 158751142 / -2.9%	0.76 / 0.72 / +4.9%
clickbench_q10/duckdb:parquet	32815964 / 34566686 / -5.1%	68109494 / 69266598 / -1.7%	0.48 / 0.50 / -3.5%
clickbench_q11/duckdb:parquet	38062872 / 35868648 / +6.1%	83007199 / 74834757 / +10.9% 🔴	0.46 / 0.48 / -4.3%
clickbench_q12/duckdb:parquet	89305196 / 90876442 / -1.7%	128267052 / 133406461 / -3.9%	0.70 / 0.68 / +2.2%
clickbench_q13/duckdb:parquet	147046214 / 147354846 / -0.2%	216362840 / 226604157 / -4.5%	0.68 / 0.65 / +4.5%
clickbench_q14/duckdb:parquet	96321438 / 95666290 / +0.7%	145476215 / 137686147 / +5.7%	0.66 / 0.69 / -4.7%
clickbench_q15/duckdb:parquet	97378194 / 94691103 / +2.8%	118691764 / 129139051 / -8.1%	0.82 / 0.73 / +11.9%
clickbench_q16/duckdb:parquet	169307048 / 173875103 / -2.6%	240670145 / 231855447 / +3.8%	0.70 / 0.75 / -6.2%
clickbench_q17/duckdb:parquet	176187032 / 175331266 / +0.5%	258583013 / 231889583 / +11.5% 🔴	0.68 / 0.76 / -9.9%
clickbench_q18/duckdb:parquet	320975820 / 325888230 / -1.5%	441973314 / 440247274 / +0.4%	0.73 / 0.74 / -1.9%
clickbench_q19/duckdb:parquet	13388536 / 13631120 / -1.8%	43424434 / 40366010 / +7.6%	0.31 / 0.34 / -8.7%
clickbench_q20/duckdb:parquet	134775752 / 134955091 / -0.1%	243560469 / 237211468 / +2.7%	0.55 / 0.57 / -2.7%
clickbench_q21/duckdb:parquet	180494736 / 184820181 / -2.3%	320943960 / 319062142 / +0.6%	0.56 / 0.58 / -2.9%
clickbench_q22/duckdb:parquet	244242227 / 240954136 / +1.4%	408622290 / 401248052 / +1.8%	0.60 / 0.60 / -0.5%
clickbench_q23/duckdb:parquet	148418282 / 147316516 / +0.7%	177135690 / 170299137 / +4.0%	0.84 / 0.87 / -3.1%
clickbench_q24/duckdb:parquet	44226460 / 44077850 / +0.3%	60952232 / 58229698 / +4.7%	0.73 / 0.76 / -4.1%
clickbench_q25/duckdb:parquet	40812634 / 40074848 / +1.8%	89765232 / 87755790 / +2.3%	0.45 / 0.46 / -0.4%
clickbench_q26/duckdb:parquet	30351120 / 30932933 / -1.9%	48962364 / 44387662 / +10.3% 🔴	0.62 / 0.70 / -11.0%
clickbench_q27/duckdb:parquet	145626902 / 142390626 / +2.3%	259838598 / 255041620 / +1.9%	0.56 / 0.56 / +0.4%
clickbench_q28/duckdb:parquet	906525224 / 907486782 / -0.1%	986710929 / 1024139972 / -3.7%	0.92 / 0.89 / +3.7%
clickbench_q29/duckdb:parquet	17921323 / 17063719 / +5.0%	30401142 / 28841886 / +5.4%	0.59 / 0.59 / -0.4%
clickbench_q30/duckdb:parquet	91886512 / 91277937 / +0.7%	178453152 / 168647384 / +5.8%	0.51 / 0.54 / -4.9%
clickbench_q31/duckdb:parquet	143043090 / 143994254 / -0.7%	294538639 / 289845469 / +1.6%	0.49 / 0.50 / -2.2%
clickbench_q32/duckdb:parquet	450530370 / 440518651 / +2.3%	532594451 / 485215467 / +9.8%	0.85 / 0.91 / -6.8%
clickbench_q33/duckdb:parquet	443744764 / 450879019 / -1.6%	491514693 / 470451429 / +4.5%	0.90 / 0.96 / -5.8%
clickbench_q34/duckdb:parquet	460302108 / 446685279 / +3.0%	478204642 / 498549632 / -4.1%	0.96 / 0.90 / +7.4%
clickbench_q35/duckdb:parquet	102132256 / 105426400 / -3.1%	129993653 / 127785344 / +1.7%	0.79 / 0.83 / -4.8%
clickbench_q36/duckdb:parquet	31104036 / 31251456 / -0.5%	41683470 / 41767934 / -0.2%	0.75 / 0.75 / -0.3%
clickbench_q37/duckdb:parquet	22795572 / 22761188 / +0.2%	32186706 / 31642067 / +1.7%	0.71 / 0.72 / -1.5%
clickbench_q38/duckdb:parquet	23913040 / 24641746 / -3.0%	34510859 / 35930791 / -4.0%	0.69 / 0.69 / +1.0%
clickbench_q39/duckdb:parquet	56999398 / 57166078 / -0.3%	84305925 / 66337216 / +27.1% 🔴	0.68 / 0.86 / -21.5%
clickbench_q40/duckdb:parquet	12920833 / 12668964 / +2.0%	23422989 / 22638598 / +3.5%	0.55 / 0.56 / -1.4%
clickbench_q41/duckdb:parquet	13479084 / 12439968 / +8.4%	23053201 / 22336625 / +3.2%	0.58 / 0.56 / +5.0%
clickbench_q42/duckdb:parquet	14703858 / 14443638 / +1.8%	30807704 / 24542509 / +25.5% 🔴	0.48 / 0.59 / -18.9%

No file size changes detected.

github-actions · 2026-09-15T14:19:16Z

Benchmarks: TPC-DS SF=1 on NVME 📖

Commits: PR 515861ae vs base 008e3b75
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.4%
Engines: DataFusion No clear signal (+0.3%, low confidence) · DuckDB No clear signal (+2.5%, low confidence)
Vortex (geomean): hot 1.017x ➖ · cold 0.983x ➖
Parquet (geomean): hot 1.004x ➖ · cold 0.986x ➖
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 (1.003x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/datafusion:vortex-file-compressed	24552650 / 23944632 / +2.5%	43161555 / 44252415 / -2.5%	0.57 / 0.54 / +5.1%
tpcds_q02/datafusion:vortex-file-compressed	45192765 / 45626076 / -0.9%	62570943 / 63360023 / -1.2%	0.72 / 0.72 / +0.3%
tpcds_q03/datafusion:vortex-file-compressed	11780962 / 11565544 / +1.9%	27698497 / 28716767 / -3.5%	0.43 / 0.40 / +5.6%
tpcds_q04/datafusion:vortex-file-compressed	111839444 / 113488243 / -1.5%	143258748 / 139190873 / +2.9%	0.78 / 0.82 / -4.3%
tpcds_q05/datafusion:vortex-file-compressed	60657477 / 59873861 / +1.3%	87136260 / 82721809 / +5.3%	0.70 / 0.72 / -3.8%
tpcds_q06/datafusion:vortex-file-compressed	23698870 / 23969100 / -1.1%	43102090 / 46692293 / -7.7%	0.55 / 0.51 / +7.1%
tpcds_q07/datafusion:vortex-file-compressed	32976837 / 32185364 / +2.5%	56048444 / 56363804 / -0.6%	0.59 / 0.57 / +3.0%
tpcds_q08/datafusion:vortex-file-compressed	25707445 / 25480644 / +0.9%	42685737 / 46651251 / -8.5%	0.60 / 0.55 / +10.3%
tpcds_q09/datafusion:vortex-file-compressed	17318930 / 17486297 / -1.0%	34718488 / 35461343 / -2.1%	0.50 / 0.49 / +1.2%
tpcds_q10/datafusion:vortex-file-compressed	29152641 / 28917850 / +0.8%	49025868 / 52242832 / -6.2%	0.59 / 0.55 / +7.4%
tpcds_q11/datafusion:vortex-file-compressed	62811913 / 62893276 / -0.1%	90650736 / 88892061 / +2.0%	0.69 / 0.71 / -2.1%
tpcds_q12/datafusion:vortex-file-compressed	16371946 / 16407603 / -0.2%	31448755 / 32723333 / -3.9%	0.52 / 0.50 / +3.8%
tpcds_q13/datafusion:vortex-file-compressed	34667816 / 34256082 / +1.2%	53307664 / 56293963 / -5.3%	0.65 / 0.61 / +6.9%
tpcds_q14/datafusion:vortex-file-compressed	90929482 / 92233977 / -1.4%	118900365 / 121334683 / -2.0%	0.76 / 0.76 / +0.6%
tpcds_q15/datafusion:vortex-file-compressed	23734270 / 23934493 / -0.8%	42754669 / 45283920 / -5.6%	0.56 / 0.53 / +5.0%
tpcds_q16/datafusion:vortex-file-compressed	20912088 / 20711589 / +1.0%	40327076 / 41533396 / -2.9%	0.52 / 0.50 / +4.0%
tpcds_q17/datafusion:vortex-file-compressed	57685900 / 58800054 / -1.9%	76371275 / 77273772 / -1.2%	0.76 / 0.76 / -0.7%
tpcds_q18/datafusion:vortex-file-compressed	68542960 / 68519670 / +0.0%	91027022 / 96367612 / -5.5%	0.75 / 0.71 / +5.9%
tpcds_q19/datafusion:vortex-file-compressed	18919837 / 18247522 / +3.7%	39549782 / 40767748 / -3.0%	0.48 / 0.45 / +6.9%
tpcds_q20/datafusion:vortex-file-compressed	17596736 / 17920652 / -1.8%	33360088 / 34524131 / -3.4%	0.53 / 0.52 / +1.6%
tpcds_q21/datafusion:vortex-file-compressed	17019604 / 17376068 / -2.1%	35701886 / 42281249 / -15.6% 🟢	0.48 / 0.41 / +16.0%
tpcds_q22/datafusion:vortex-file-compressed	49319264 / 50138894 / -1.6%	72251489 / 72856866 / -0.8%	0.68 / 0.69 / -0.8%
tpcds_q23/datafusion:vortex-file-compressed	73520716 / 72414822 / +1.5%	101364555 / 103042124 / -1.6%	0.73 / 0.70 / +3.2%
tpcds_q24/datafusion:vortex-file-compressed	71150129 / 70402866 / +1.1%	95262145 / 94866680 / +0.4%	0.75 / 0.74 / +0.6%
tpcds_q25/datafusion:vortex-file-compressed	56489530 / 52387048 / +7.8%	74368337 / 83680683 / -11.1% 🟢	0.76 / 0.63 / +21.3%
tpcds_q26/datafusion:vortex-file-compressed	30119835 / 30270383 / -0.5%	51180901 / 52908832 / -3.3%	0.59 / 0.57 / +2.9%
tpcds_q27/datafusion:vortex-file-compressed	64285424 / 65032116 / -1.1%	93712309 / 91856804 / +2.0%	0.69 / 0.71 / -3.1%
tpcds_q28/datafusion:vortex-file-compressed	18277430 / 18346325 / -0.4%	35007414 / 35207379 / -0.6%	0.52 / 0.52 / +0.2%
tpcds_q29/datafusion:vortex-file-compressed	56841911 / 62861850 / -9.6%	76220616 / 85531534 / -10.9% 🟢	0.75 / 0.73 / +1.5%
tpcds_q30/datafusion:vortex-file-compressed	27051860 / 27576848 / -1.9%	44176296 / 45640060 / -3.2%	0.61 / 0.60 / +1.3%
tpcds_q31/datafusion:vortex-file-compressed	65361244 / 64814594 / +0.8%	89949549 / 92705531 / -3.0%	0.73 / 0.70 / +3.9%
tpcds_q32/datafusion:vortex-file-compressed	13326593 / 13999488 / -4.8%	30508451 / 32152752 / -5.1%	0.44 / 0.44 / +0.3%
tpcds_q33/datafusion:vortex-file-compressed	27004014 / 26766554 / +0.9%	46661501 / 49177034 / -5.1%	0.58 / 0.54 / +6.3%
tpcds_q34/datafusion:vortex-file-compressed	18553423 / 18238702 / +1.7%	37660143 / 39430315 / -4.5%	0.49 / 0.46 / +6.5%
tpcds_q35/datafusion:vortex-file-compressed	37033813 / 35424722 / +4.5%	57175346 / 59183523 / -3.4%	0.65 / 0.60 / +8.2%
tpcds_q36/datafusion:vortex-file-compressed	48304744 / 48132178 / +0.4%	71414314 / 73734801 / -3.1%	0.68 / 0.65 / +3.6%
tpcds_q37/datafusion:vortex-file-compressed	13842791 / 13758870 / +0.6%	33054747 / 36018988 / -8.2%	0.42 / 0.38 / +9.6%
tpcds_q38/datafusion:vortex-file-compressed	29641020 / 29925345 / -1.0%	51354952 / 53210686 / -3.5%	0.58 / 0.56 / +2.6%
tpcds_q39/datafusion:vortex-file-compressed	65288332 / 65940362 / -1.0%	88254872 / 92671857 / -4.8%	0.74 / 0.71 / +4.0%
tpcds_q40/datafusion:vortex-file-compressed	25882200 / 25009368 / +3.5%	43531318 / 46929423 / -7.2%	0.59 / 0.53 / +11.6%
tpcds_q41/datafusion:vortex-file-compressed	16534558 / 16586309 / -0.3%	30539303 / 31644447 / -3.5%	0.54 / 0.52 / +3.3%
tpcds_q42/datafusion:vortex-file-compressed	11484850 / 11529220 / -0.4%	26165244 / 28614074 / -8.6%	0.44 / 0.40 / +8.9%
tpcds_q43/datafusion:vortex-file-compressed	13473305 / 13911632 / -3.2%	31229944 / 33571025 / -7.0%	0.43 / 0.41 / +4.1%
tpcds_q44/datafusion:vortex-file-compressed	26576278 / 26251406 / +1.2%	49688550 / 52371513 / -5.1%	0.53 / 0.50 / +6.7%
tpcds_q45/datafusion:vortex-file-compressed	28079486 / 27263066 / +3.0%	47745891 / 49052242 / -2.7%	0.59 / 0.56 / +5.8%
tpcds_q46/datafusion:vortex-file-compressed	24481464 / 24437004 / +0.2%	47177170 / 48791195 / -3.3%	0.52 / 0.50 / +3.6%
tpcds_q47/datafusion:vortex-file-compressed	78313172 / 78135034 / +0.2%	107035422 / 106113519 / +0.9%	0.73 / 0.74 / -0.6%
tpcds_q48/datafusion:vortex-file-compressed	31710565 / 31258688 / +1.4%	49566858 / 53333144 / -7.1%	0.64 / 0.59 / +9.2%
tpcds_q49/datafusion:vortex-file-compressed	60180508 / 59930230 / +0.4%	81822021 / 85451765 / -4.2%	0.74 / 0.70 / +4.9%
tpcds_q50/datafusion:vortex-file-compressed	34161184 / 34526961 / -1.1%	54885445 / 57449848 / -4.5%	0.62 / 0.60 / +3.6%
tpcds_q51/datafusion:vortex-file-compressed	61108482 / 61035381 / +0.1%	83119152 / 84618244 / -1.8%	0.74 / 0.72 / +1.9%
tpcds_q52/datafusion:vortex-file-compressed	11741144 / 11748707 / -0.1%	27236854 / 27930818 / -2.5%	0.43 / 0.42 / +2.5%
tpcds_q53/datafusion:vortex-file-compressed	18288396 / 18216327 / +0.4%	36939080 / 37997189 / -2.8%	0.50 / 0.48 / +3.3%
tpcds_q54/datafusion:vortex-file-compressed	34791416 / 33920417 / +2.6%	58632622 / 62750045 / -6.6%	0.59 / 0.54 / +9.8%
tpcds_q55/datafusion:vortex-file-compressed	11512132 / 11245705 / +2.4%	27167507 / 28188740 / -3.6%	0.42 / 0.40 / +6.2%
tpcds_q56/datafusion:vortex-file-compressed	26908970 / 26464688 / +1.7%	48027151 / 48840075 / -1.7%	0.56 / 0.54 / +3.4%
tpcds_q57/datafusion:vortex-file-compressed	74202630 / 74167211 / +0.0%	96173974 / 98465998 / -2.3%	0.77 / 0.75 / +2.4%
tpcds_q58/datafusion:vortex-file-compressed	40479375 / 41249084 / -1.9%	65045132 / 67319746 / -3.4%	0.62 / 0.61 / +1.6%
tpcds_q59/datafusion:vortex-file-compressed	32199106 / 31924354 / +0.9%	51848107 / 54144615 / -4.2%	0.62 / 0.59 / +5.3%
tpcds_q60/datafusion:vortex-file-compressed	26391326 / 27159804 / -2.8%	47433252 / 50901478 / -6.8%	0.56 / 0.53 / +4.3%
tpcds_q61/datafusion:vortex-file-compressed	24285407 / 24347702 / -0.3%	46835009 / 50017222 / -6.4%	0.52 / 0.49 / +6.5%
tpcds_q62/datafusion:vortex-file-compressed	17078720 / 17024742 / +0.3%	35432529 / 36321766 / -2.4%	0.48 / 0.47 / +2.8%
tpcds_q63/datafusion:vortex-file-compressed	18515936 / 18413362 / +0.6%	37348881 / 38499775 / -3.0%	0.50 / 0.48 / +3.7%
tpcds_q64/datafusion:vortex-file-compressed	325002712 / 321037089 / +1.2%	349583588 / 354688730 / -1.4%	0.93 / 0.91 / +2.7%
tpcds_q65/datafusion:vortex-file-compressed	75847310 / 75097098 / +1.0%	93365666 / 96770974 / -3.5%	0.81 / 0.78 / +4.7%
tpcds_q66/datafusion:vortex-file-compressed	53371833 / 52967277 / +0.8%	74890949 / 75171023 / -0.4%	0.71 / 0.70 / +1.1%
tpcds_q67/datafusion:vortex-file-compressed	55683194 / 55324120 / +0.6%	84376854 / 85587996 / -1.4%	0.66 / 0.65 / +2.1%
tpcds_q68/datafusion:vortex-file-compressed	23610682 / 23685562 / -0.3%	46490299 / 51381132 / -9.5%	0.51 / 0.46 / +10.2%
tpcds_q69/datafusion:vortex-file-compressed	28633368 / 28707298 / -0.3%	46142067 / 50470403 / -8.6%	0.62 / 0.57 / +9.1%
tpcds_q70/datafusion:vortex-file-compressed	71936470 / 72025520 / -0.1%	91137396 / 93776194 / -2.8%	0.79 / 0.77 / +2.8%
tpcds_q71/datafusion:vortex-file-compressed	19426960 / 18159404 / +7.0%	37691696 / 41887972 / -10.0% 🟢	0.52 / 0.43 / +18.9%
tpcds_q72/datafusion:vortex-file-compressed	475305592 / 465659867 / +2.1%	476906190 / 497308625 / -4.1%	1.00 / 0.94 / +6.4%
tpcds_q73/datafusion:vortex-file-compressed	17822817 / 17718763 / +0.6%	37035838 / 38990035 / -5.0%	0.48 / 0.45 / +5.9%
tpcds_q74/datafusion:vortex-file-compressed	45950376 / 45280226 / +1.5%	69102304 / 70242389 / -1.6%	0.66 / 0.64 / +3.2%
tpcds_q75/datafusion:vortex-file-compressed	132327432 / 130251274 / +1.6%	158032970 / 156682580 / +0.9%	0.84 / 0.83 / +0.7%
tpcds_q76/datafusion:vortex-file-compressed	42966580 / 40455272 / +6.2%	63745802 / 66442063 / -4.1%	0.67 / 0.61 / +10.7%
tpcds_q77/datafusion:vortex-file-compressed	36113666 / 34309500 / +5.3%	58377061 / 59051342 / -1.1%	0.62 / 0.58 / +6.5%
tpcds_q78/datafusion:vortex-file-compressed	80257164 / 80612112 / -0.4%	107353964 / 111623482 / -3.8%	0.75 / 0.72 / +3.5%
tpcds_q79/datafusion:vortex-file-compressed	21188322 / 20881810 / +1.5%	42596958 / 42525460 / +0.2%	0.50 / 0.49 / +1.3%
tpcds_q80/datafusion:vortex-file-compressed	76783780 / 76256435 / +0.7%	110611037 / 109234447 / +1.3%	0.69 / 0.70 / -0.6%
tpcds_q81/datafusion:vortex-file-compressed	27583986 / 28012670 / -1.5%	45788731 / 46862834 / -2.3%	0.60 / 0.60 / +0.8%
tpcds_q82/datafusion:vortex-file-compressed	13789793 / 13566985 / +1.6%	31652696 / 37121293 / -14.7% 🟢	0.44 / 0.37 / +19.2%
tpcds_q83/datafusion:vortex-file-compressed	36604500 / 36414138 / +0.5%	57947186 / 58130773 / -0.3%	0.63 / 0.63 / +0.8%
tpcds_q84/datafusion:vortex-file-compressed	12021222 / 11746696 / +2.3%	27422119 / 28388012 / -3.4%	0.44 / 0.41 / +5.9%
tpcds_q85/datafusion:vortex-file-compressed	59827940 / 59769642 / +0.1%	85806783 / 85392918 / +0.5%	0.70 / 0.70 / -0.4%
tpcds_q86/datafusion:vortex-file-compressed	16309412 / 16553338 / -1.5%	32150299 / 33224289 / -3.2%	0.51 / 0.50 / +1.8%
tpcds_q87/datafusion:vortex-file-compressed	29372348 / 29745330 / -1.3%	51736251 / 52673204 / -1.8%	0.57 / 0.56 / +0.5%
tpcds_q88/datafusion:vortex-file-compressed	34816816 / 34068132 / +2.2%	61656640 / 61879292 / -0.4%	0.56 / 0.55 / +2.6%
tpcds_q89/datafusion:vortex-file-compressed	21264660 / 21398384 / -0.6%	39009475 / 41363662 / -5.7%	0.55 / 0.52 / +5.4%
tpcds_q90/datafusion:vortex-file-compressed	10477945 / 10323099 / +1.5%	25491909 / 26229320 / -2.8%	0.41 / 0.39 / +4.4%
tpcds_q91/datafusion:vortex-file-compressed	16712135 / 17440682 / -4.2%	35400409 / 35137744 / +0.7%	0.47 / 0.50 / -4.9%
tpcds_q92/datafusion:vortex-file-compressed	13479164 / 13947698 / -3.4%	30689243 / 32326740 / -5.1%	0.44 / 0.43 / +1.8%
tpcds_q93/datafusion:vortex-file-compressed	23953064 / 23858753 / +0.4%	44578877 / 47096560 / -5.3%	0.54 / 0.51 / +6.1%
tpcds_q94/datafusion:vortex-file-compressed	19297852 / 19793544 / -2.5%	39151606 / 40705687 / -3.8%	0.49 / 0.49 / +1.4%
tpcds_q95/datafusion:vortex-file-compressed	46319556 / 46380054 / -0.1%	67557006 / 66874889 / +1.0%	0.69 / 0.69 / -1.1%
tpcds_q96/datafusion:vortex-file-compressed	9421658 / 9572342 / -1.6%	23332849 / 26725248 / -12.7% 🟢	0.40 / 0.36 / +12.7%
tpcds_q97/datafusion:vortex-file-compressed	20922845 / 21283462 / -1.7%	42338411 / 44723599 / -5.3%	0.49 / 0.48 / +3.8%
tpcds_q98/datafusion:vortex-file-compressed	16829998 / 17190722 / -2.1%	35298119 / 37750050 / -6.5%	0.48 / 0.46 / +4.7%
tpcds_q99/datafusion:vortex-file-compressed	19521166 / 19293053 / +1.2%	37443757 / 38501544 / -2.7%	0.52 / 0.50 / +4.0%

datafusion / parquet / ns (1.000x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/datafusion:parquet	28539254 / 31005024 / -8.0%	45487590 / 46454086 / -2.1%	0.63 / 0.67 / -6.0%
tpcds_q02/datafusion:parquet	45325861 / 45909644 / -1.3%	60099584 / 60676820 / -1.0%	0.75 / 0.76 / -0.3%
tpcds_q03/datafusion:parquet	19040042 / 18619656 / +2.3%	32077541 / 32500711 / -1.3%	0.59 / 0.57 / +3.6%
tpcds_q04/datafusion:parquet	195159850 / 193763444 / +0.7%	221051510 / 229540795 / -3.7%	0.88 / 0.84 / +4.6%
tpcds_q05/datafusion:parquet	72318848 / 71867003 / +0.6%	94272134 / 98129012 / -3.9%	0.77 / 0.73 / +4.7%
tpcds_q06/datafusion:parquet	34830626 / 34799214 / +0.1%	54043342 / 53791743 / +0.5%	0.64 / 0.65 / -0.4%
tpcds_q07/datafusion:parquet	46133956 / 46554747 / -0.9%	68901610 / 67846949 / +1.6%	0.67 / 0.69 / -2.4%
tpcds_q08/datafusion:parquet	40001836 / 39130737 / +2.2%	52157065 / 54280775 / -3.9%	0.77 / 0.72 / +6.4%
tpcds_q09/datafusion:parquet	30034502 / 29289976 / +2.5%	38074211 / 44293632 / -14.0% 🟢	0.79 / 0.66 / +19.3%
tpcds_q10/datafusion:parquet	51762060 / 49938382 / +3.7%	62060761 / 64471152 / -3.7%	0.83 / 0.77 / +7.7%
tpcds_q11/datafusion:parquet	94717430 / 92763504 / +2.1%	117278980 / 120440986 / -2.6%	0.81 / 0.77 / +4.9%
tpcds_q12/datafusion:parquet	24545256 / 24073314 / +2.0%	36271113 / 37453459 / -3.2%	0.68 / 0.64 / +5.3%
tpcds_q13/datafusion:parquet	44679121 / 45574878 / -2.0%	62774233 / 66183790 / -5.2%	0.71 / 0.69 / +3.4%
tpcds_q14/datafusion:parquet	137207512 / 136380319 / +0.6%	154105974 / 155073710 / -0.6%	0.89 / 0.88 / +1.2%
tpcds_q15/datafusion:parquet	30313449 / 31287927 / -3.1%	48885508 / 49952535 / -2.1%	0.62 / 0.63 / -1.0%
tpcds_q16/datafusion:parquet	36619323 / 36047113 / +1.6%	54553416 / 55347527 / -1.4%	0.67 / 0.65 / +3.1%
tpcds_q17/datafusion:parquet	73799429 / 73519334 / +0.4%	100457123 / 103492366 / -2.9%	0.73 / 0.71 / +3.4%
tpcds_q18/datafusion:parquet	57188827 / 59439410 / -3.8%	83400479 / 80409366 / +3.7%	0.69 / 0.74 / -7.2%
tpcds_q19/datafusion:parquet	32360578 / 32002288 / +1.1%	48598412 / 49286049 / -1.4%	0.67 / 0.65 / +2.6%
tpcds_q20/datafusion:parquet	25605140 / 25479374 / +0.5%	38074155 / 38489094 / -1.1%	0.67 / 0.66 / +1.6%
tpcds_q21/datafusion:parquet	20239555 / 20214415 / +0.1%	34053659 / 33160959 / +2.7%	0.59 / 0.61 / -2.5%
tpcds_q22/datafusion:parquet	77511019 / 77500992 / +0.0%	92622210 / 92801235 / -0.2%	0.84 / 0.84 / +0.2%
tpcds_q23/datafusion:parquet	115945590 / 116106581 / -0.1%	139489883 / 141503947 / -1.4%	0.83 / 0.82 / +1.3%
tpcds_q24/datafusion:parquet	89992498 / 89013950 / +1.1%	118434758 / 118961161 / -0.4%	0.76 / 0.75 / +1.5%
tpcds_q25/datafusion:parquet	75127416 / 74539123 / +0.8%	102288841 / 106596233 / -4.0%	0.73 / 0.70 / +5.0%
tpcds_q26/datafusion:parquet	42133140 / 43348022 / -2.8%	60331737 / 64382014 / -6.3%	0.70 / 0.67 / +3.7%
tpcds_q27/datafusion:parquet	78652044 / 78329337 / +0.4%	97213541 / 102692731 / -5.3%	0.81 / 0.76 / +6.1%
tpcds_q28/datafusion:parquet	27143195 / 26757328 / +1.4%	44571068 / 41952954 / +6.2%	0.61 / 0.64 / -4.5%
tpcds_q29/datafusion:parquet	75562923 / 75756120 / -0.3%	101571304 / 103631056 / -2.0%	0.74 / 0.73 / +1.8%
tpcds_q30/datafusion:parquet	45958698 / 44101217 / +4.2%	65445863 / 67253111 / -2.7%	0.70 / 0.66 / +7.1%
tpcds_q31/datafusion:parquet	91666898 / 89295999 / +2.7%	105330961 / 108805876 / -3.2%	0.87 / 0.82 / +6.0%
tpcds_q32/datafusion:parquet	25861538 / 25666290 / +0.8%	40856903 / 42281440 / -3.4%	0.63 / 0.61 / +4.3%
tpcds_q33/datafusion:parquet	41377416 / 39762458 / +4.1%	54782682 / 58297693 / -6.0%	0.76 / 0.68 / +10.7%
tpcds_q34/datafusion:parquet	23888438 / 24069558 / -0.8%	37410783 / 39540637 / -5.4%	0.64 / 0.61 / +4.9%
tpcds_q35/datafusion:parquet	55679612 / 55853634 / -0.3%	71697467 / 73446652 / -2.4%	0.78 / 0.76 / +2.1%
tpcds_q36/datafusion:parquet	51511325 / 51129418 / +0.7%	75598845 / 76591878 / -1.3%	0.68 / 0.67 / +2.1%
tpcds_q37/datafusion:parquet	26399120 / 26007518 / +1.5%	37219949 / 41080837 / -9.4%	0.71 / 0.63 / +12.0%
tpcds_q38/datafusion:parquet	44164748 / 44884920 / -1.6%	63473906 / 66785023 / -5.0%	0.70 / 0.67 / +3.5%
tpcds_q39/datafusion:parquet	72093803 / 70952100 / +1.6%	91125718 / 89378838 / +2.0%	0.79 / 0.79 / -0.3%
tpcds_q40/datafusion:parquet	28255790 / 29590158 / -4.5%	50620813 / 50244295 / +0.7%	0.56 / 0.59 / -5.2%
tpcds_q41/datafusion:parquet	19664485 / 20019784 / -1.8%	32829904 / 34850592 / -5.8%	0.60 / 0.57 / +4.3%
tpcds_q42/datafusion:parquet	18152967 / 18034923 / +0.7%	30782295 / 31134194 / -1.1%	0.59 / 0.58 / +1.8%
tpcds_q43/datafusion:parquet	19465588 / 19607252 / -0.7%	32818548 / 34137413 / -3.9%	0.59 / 0.57 / +3.3%
tpcds_q44/datafusion:parquet	32875360 / 33737514 / -2.6%	49667668 / 52192830 / -4.8%	0.66 / 0.65 / +2.4%
tpcds_q45/datafusion:parquet	37918128 / 38160508 / -0.6%	53316498 / 55006603 / -3.1%	0.71 / 0.69 / +2.5%
tpcds_q46/datafusion:parquet	30804336 / 29944062 / +2.9%	49989374 / 51613734 / -3.1%	0.62 / 0.58 / +6.2%
tpcds_q47/datafusion:parquet	98645888 / 98200062 / +0.5%	123879095 / 126410005 / -2.0%	0.80 / 0.78 / +2.5%
tpcds_q48/datafusion:parquet	41138210 / 41760328 / -1.5%	58222710 / 61288991 / -5.0%	0.71 / 0.68 / +3.7%
tpcds_q49/datafusion:parquet	76421889 / 73906077 / +3.4%	96971900 / 104591531 / -7.3%	0.79 / 0.71 / +11.5%
tpcds_q50/datafusion:parquet	47991413 / 47956312 / +0.1%	69447876 / 72081012 / -3.7%	0.69 / 0.67 / +3.9%
tpcds_q51/datafusion:parquet	71203554 / 71345630 / -0.2%	92899343 / 93540922 / -0.7%	0.77 / 0.76 / +0.5%
tpcds_q52/datafusion:parquet	18659274 / 18765806 / -0.6%	32599030 / 34233526 / -4.8%	0.57 / 0.55 / +4.4%
tpcds_q53/datafusion:parquet	22781886 / 22552532 / +1.0%	38972641 / 41858915 / -6.9%	0.58 / 0.54 / +8.5%
tpcds_q54/datafusion:parquet	54346366 / 54650718 / -0.6%	71455905 / 76592096 / -6.7%	0.76 / 0.71 / +6.6%
tpcds_q55/datafusion:parquet	18150684 / 18179276 / -0.2%	31007304 / 34174399 / -9.3%	0.59 / 0.53 / +10.0%
tpcds_q56/datafusion:parquet	46743579 / 47166456 / -0.9%	61194936 / 62812715 / -2.6%	0.76 / 0.75 / +1.7%
tpcds_q57/datafusion:parquet	101380198 / 100364208 / +1.0%	121230381 / 121264745 / -0.0%	0.84 / 0.83 / +1.0%
tpcds_q58/datafusion:parquet	63717892 / 64274738 / -0.9%	82215686 / 84278930 / -2.4%	0.78 / 0.76 / +1.6%
tpcds_q59/datafusion:parquet	46702272 / 47956144 / -2.6%	64560630 / 63961444 / +0.9%	0.72 / 0.75 / -3.5%
tpcds_q60/datafusion:parquet	46077788 / 44804952 / +2.8%	60473219 / 64213536 / -5.8%	0.76 / 0.70 / +9.2%
tpcds_q61/datafusion:parquet	36598006 / 36546796 / +0.1%	56397404 / 59218806 / -4.8%	0.65 / 0.62 / +5.1%
tpcds_q62/datafusion:parquet	25271730 / 25202335 / +0.3%	39095088 / 40026787 / -2.3%	0.65 / 0.63 / +2.7%
tpcds_q63/datafusion:parquet	22322314 / 22299165 / +0.1%	39214858 / 40487904 / -3.1%	0.57 / 0.55 / +3.4%
tpcds_q64/datafusion:parquet	210074900 / 208691002 / +0.7%	241439849 / 242277457 / -0.3%	0.87 / 0.86 / +1.0%
tpcds_q65/datafusion:parquet	38403316 / 37230172 / +3.2%	53213460 / 57832086 / -8.0%	0.72 / 0.64 / +12.1%
tpcds_q66/datafusion:parquet	62999706 / 62032864 / +1.6%	78923185 / 79492802 / -0.7%	0.80 / 0.78 / +2.3%
tpcds_q67/datafusion:parquet	69884348 / 69747791 / +0.2%	95601050 / 97272068 / -1.7%	0.73 / 0.72 / +1.9%
tpcds_q68/datafusion:parquet	29475128 / 29680026 / -0.7%	50115982 / 52287049 / -4.2%	0.59 / 0.57 / +3.6%
tpcds_q69/datafusion:parquet	51568374 / 51161896 / +0.8%	61780323 / 65579218 / -5.8%	0.83 / 0.78 / +7.0%
tpcds_q70/datafusion:parquet	37090028 / 37055058 / +0.1%	58440061 / 57839251 / +1.0%	0.63 / 0.64 / -0.9%
tpcds_q71/datafusion:parquet	27279566 / 28732981 / -5.1%	43406793 / 44337757 / -2.1%	0.63 / 0.65 / -3.0%
tpcds_q72/datafusion:parquet	566960146 / 551128308 / +2.9%	579247339 / 593379498 / -2.4%	0.98 / 0.93 / +5.4%
tpcds_q73/datafusion:parquet	22981311 / 23289042 / -1.3%	37920898 / 39624203 / -4.3%	0.61 / 0.59 / +3.1%
tpcds_q74/datafusion:parquet	68798844 / 69589604 / -1.1%	87255285 / 89194195 / -2.2%	0.79 / 0.78 / +1.1%
tpcds_q75/datafusion:parquet	149051260 / 147731910 / +0.9%	178877636 / 186237829 / -4.0%	0.83 / 0.79 / +5.0%
tpcds_q76/datafusion:parquet	53034809 / 54787944 / -3.2%	72657086 / 74041921 / -1.9%	0.73 / 0.74 / -1.4%
tpcds_q77/datafusion:parquet	56403265 / 55992443 / +0.7%	74179392 / 76856306 / -3.5%	0.76 / 0.73 / +4.4%
tpcds_q78/datafusion:parquet	91430754 / 93147375 / -1.8%	125777215 / 123665593 / +1.7%	0.73 / 0.75 / -3.5%
tpcds_q79/datafusion:parquet	26088696 / 25802948 / +1.1%	44719867 / 46696850 / -4.2%	0.58 / 0.55 / +5.6%
tpcds_q80/datafusion:parquet	81775040 / 82807218 / -1.2%	111707626 / 116586313 / -4.2%	0.73 / 0.71 / +3.1%
tpcds_q81/datafusion:parquet	40703467 / 41386223 / -1.6%	57857177 / 63749199 / -9.2%	0.70 / 0.65 / +8.4%
tpcds_q82/datafusion:parquet	26146300 / 26866182 / -2.7%	41101560 / 41276077 / -0.4%	0.64 / 0.65 / -2.3%
tpcds_q83/datafusion:parquet	56731224 / 57091744 / -0.6%	77253534 / 73345128 / +5.3%	0.73 / 0.78 / -5.7%
tpcds_q84/datafusion:parquet	30716049 / 30714283 / +0.0%	45294004 / 45749778 / -1.0%	0.68 / 0.67 / +1.0%
tpcds_q85/datafusion:parquet	82833407 / 83578886 / -0.9%	106840778 / 107695703 / -0.8%	0.78 / 0.78 / -0.1%
tpcds_q86/datafusion:parquet	20505966 / 20314138 / +0.9%	33937946 / 36086784 / -6.0%	0.60 / 0.56 / +7.3%
tpcds_q87/datafusion:parquet	45383038 / 46590276 / -2.6%	58684210 / 62012492 / -5.4%	0.77 / 0.75 / +2.9%
tpcds_q88/datafusion:parquet	50495410 / 47269750 / +6.8%	67843559 / 67399213 / +0.7%	0.74 / 0.70 / +6.1%
tpcds_q89/datafusion:parquet	25499185 / 25682230 / -0.7%	43161253 / 43915557 / -1.7%	0.59 / 0.58 / +1.0%
tpcds_q90/datafusion:parquet	19461456 / 19439516 / +0.1%	31146164 / 30597151 / +1.8%	0.62 / 0.64 / -1.7%
tpcds_q91/datafusion:parquet	35437341 / 36565612 / -3.1%	52640023 / 54869858 / -4.1%	0.67 / 0.67 / +1.0%
tpcds_q92/datafusion:parquet	26338158 / 25815938 / +2.0%	41330212 / 42154754 / -2.0%	0.64 / 0.61 / +4.1%
tpcds_q93/datafusion:parquet	26972980 / 26815832 / +0.6%	46034983 / 48690384 / -5.5%	0.59 / 0.55 / +6.4%
tpcds_q94/datafusion:parquet	34110710 / 34724510 / -1.8%	50941521 / 49783309 / +2.3%	0.67 / 0.70 / -4.0%
tpcds_q95/datafusion:parquet	63630848 / 64546842 / -1.4%	78112334 / 82243054 / -5.0%	0.81 / 0.78 / +3.8%
tpcds_q96/datafusion:parquet	16871261 / 16622684 / +1.5%	29675935 / 30840685 / -3.8%	0.57 / 0.54 / +5.5%
tpcds_q97/datafusion:parquet	35535581 / 35955326 / -1.2%	54910864 / 54417477 / +0.9%	0.65 / 0.66 / -2.1%
tpcds_q98/datafusion:parquet	25182130 / 25397899 / -0.8%	38707971 / 40983174 / -5.6%	0.65 / 0.62 / +5.0%
tpcds_q99/datafusion:parquet	29100663 / 29387549 / -1.0%	42876836 / 44513892 / -3.7%	0.68 / 0.66 / +2.8%

duckdb / vortex-file-compressed / ns (1.032x ➖, 6↑ 15↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/duckdb:vortex-file-compressed	15102818 / 15174725 / -0.5%	22254311 / 23438287 / -5.1%	0.68 / 0.65 / +4.8%
tpcds_q02/duckdb:vortex-file-compressed	15116118 / 14970261 / +1.0%	19201068 / 20746612 / -7.4%	0.79 / 0.72 / +9.1%
tpcds_q03/duckdb:vortex-file-compressed	11137568 / 11203152 / -0.6%	20477262 / 20855876 / -1.8%	0.54 / 0.54 / +1.3%
tpcds_q04/duckdb:vortex-file-compressed	63691216 / 49666481 / +28.2% 🔴	74579082 / 59278077 / +25.8% 🔴	0.85 / 0.84 / +1.9%
tpcds_q05/duckdb:vortex-file-compressed	18639734 / 18926130 / -1.5%	24404433 / 29310641 / -16.7% 🟢	0.76 / 0.65 / +18.3%
tpcds_q06/duckdb:vortex-file-compressed	28251990 / 26768356 / +5.5%	41723332 / 41544094 / +0.4%	0.68 / 0.64 / +5.1%
tpcds_q07/duckdb:vortex-file-compressed	16582037 / 15566488 / +6.5%	29911569 / 29841392 / +0.2%	0.55 / 0.52 / +6.3%
tpcds_q08/duckdb:vortex-file-compressed	19213398 / 19189037 / +0.1%	27519184 / 28466386 / -3.3%	0.70 / 0.67 / +3.6%
tpcds_q09/duckdb:vortex-file-compressed	15001174 / 10696604 / +40.2% 🔴	23002990 / 17947416 / +28.2% 🔴	0.65 / 0.60 / +9.4%
tpcds_q10/duckdb:vortex-file-compressed	27973129 / 29410066 / -4.9%	42466675 / 40923271 / +3.8%	0.66 / 0.72 / -8.3%
tpcds_q11/duckdb:vortex-file-compressed	40286061 / 40334083 / -0.1%	50281461 / 51086245 / -1.6%	0.80 / 0.79 / +1.5%
tpcds_q12/duckdb:vortex-file-compressed	11428392 / 10091874 / +13.2% 🔴	16570418 / 16767032 / -1.2%	0.69 / 0.60 / +14.6%
tpcds_q13/duckdb:vortex-file-compressed	23240530 / 21794531 / +6.6%	37749335 / 35757602 / +5.6%	0.62 / 0.61 / +1.0%
tpcds_q14/duckdb:vortex-file-compressed	60605183 / 58486914 / +3.6%	71771899 / 72128580 / -0.5%	0.84 / 0.81 / +4.1%
tpcds_q15/duckdb:vortex-file-compressed	21133746 / 20826081 / +1.5%	24921246 / 25462061 / -2.1%	0.85 / 0.82 / +3.7%
tpcds_q16/duckdb:vortex-file-compressed	17594892 / 17433432 / +0.9%	30712816 / 26776445 / +14.7% 🔴	0.57 / 0.65 / -12.0%
tpcds_q17/duckdb:vortex-file-compressed	26578514 / 30146062 / -11.8% 🟢	39755024 / 45355756 / -12.3% 🟢	0.67 / 0.66 / +0.6%
tpcds_q18/duckdb:vortex-file-compressed	33837857 / 28721650 / +17.8% 🔴	45955607 / 39865588 / +15.3% 🔴	0.74 / 0.72 / +2.2%
tpcds_q19/duckdb:vortex-file-compressed	23761733 / 23981464 / -0.9%	33768860 / 35190808 / -4.0%	0.70 / 0.68 / +3.3%
tpcds_q20/duckdb:vortex-file-compressed	10877536 / 10744504 / +1.2%	16223518 / 15442125 / +5.1%	0.67 / 0.70 / -3.6%
tpcds_q21/duckdb:vortex-file-compressed	9898412 / 10060532 / -1.6%	17827312 / 18036393 / -1.2%	0.56 / 0.56 / -0.5%
tpcds_q22/duckdb:vortex-file-compressed	29427407 / 29682344 / -0.9%	37570788 / 39393124 / -4.6%	0.78 / 0.75 / +3.9%
tpcds_q23/duckdb:vortex-file-compressed	38018475 / 36415945 / +4.4%	52753713 / 46180493 / +14.2% 🔴	0.72 / 0.79 / -8.6%
tpcds_q24/duckdb:vortex-file-compressed	27908524 / 27872624 / +0.1%	39674684 / 39232622 / +1.1%	0.70 / 0.71 / -1.0%
tpcds_q25/duckdb:vortex-file-compressed	26430008 / 25794259 / +2.5%	38675739 / 40880515 / -5.4%	0.68 / 0.63 / +8.3%
tpcds_q26/duckdb:vortex-file-compressed	13337594 / 13499856 / -1.2%	20061748 / 19877609 / +0.9%	0.66 / 0.68 / -2.1%
tpcds_q27/duckdb:vortex-file-compressed	32394620 / 17078193 / +89.7% 🔴	44952853 / 30752338 / +46.2% 🔴	0.72 / 0.56 / +29.8%
tpcds_q28/duckdb:vortex-file-compressed	12906898 / 8483308 / +52.1% 🔴	21874246 / 13167347 / +66.1% 🔴	0.59 / 0.64 / -8.4%
tpcds_q29/duckdb:vortex-file-compressed	26693680 / 28800928 / -7.3%	40271133 / 47380060 / -15.0% 🟢	0.66 / 0.61 / +9.0%
tpcds_q30/duckdb:vortex-file-compressed	18876596 / 19316939 / -2.3%	26554447 / 28014652 / -5.2%	0.71 / 0.69 / +3.1%
tpcds_q31/duckdb:vortex-file-compressed	19414581 / 19618848 / -1.0%	31403980 / 25930402 / +21.1% 🔴	0.62 / 0.76 / -18.3%
tpcds_q32/duckdb:vortex-file-compressed	9985486 / 10062642 / -0.8%	19850635 / 16549987 / +19.9% 🔴	0.50 / 0.61 / -17.3%
tpcds_q33/duckdb:vortex-file-compressed	17021118 / 17132708 / -0.7%	31021036 / 31814258 / -2.5%	0.55 / 0.54 / +1.9%
tpcds_q34/duckdb:vortex-file-compressed	14540155 / 15773759 / -7.8%	24566288 / 24768855 / -0.8%	0.59 / 0.64 / -7.1%
tpcds_q35/duckdb:vortex-file-compressed	46582314 / 45979626 / +1.3%	60782598 / 62716197 / -3.1%	0.77 / 0.73 / +4.5%
tpcds_q36/duckdb:vortex-file-compressed	15455205 / 15026000 / +2.9%	25491916 / 30352856 / -16.0% 🟢	0.61 / 0.50 / +22.5%
tpcds_q37/duckdb:vortex-file-compressed	15454948 / 13771497 / +12.2% 🔴	17920005 / 22807942 / -21.4% 🟢	0.86 / 0.60 / +42.8%
tpcds_q38/duckdb:vortex-file-compressed	23513960 / 22583096 / +4.1%	30524614 / 28997216 / +5.3%	0.77 / 0.78 / -1.1%
tpcds_q39/duckdb:vortex-file-compressed	17991058 / 18414698 / -2.3%	27259240 / 28847039 / -5.5%	0.66 / 0.64 / +3.4%
tpcds_q40/duckdb:vortex-file-compressed	13462376 / 13212012 / +1.9%	19202457 / 19656799 / -2.3%	0.70 / 0.67 / +4.3%
tpcds_q41/duckdb:vortex-file-compressed	12651954 / 6568104 / +92.6% 🔴	18103321 / 9224477 / +96.3% 🔴	0.70 / 0.71 / -1.8%
tpcds_q42/duckdb:vortex-file-compressed	8210226 / 8036792 / +2.2%	19316859 / 17929297 / +7.7%	0.43 / 0.45 / -5.2%
tpcds_q43/duckdb:vortex-file-compressed	11503754 / 9941688 / +15.7% 🔴	18188120 / 18277534 / -0.5%	0.63 / 0.54 / +16.3%
tpcds_q44/duckdb:vortex-file-compressed	14212349 / 13992585 / +1.6%	21748334 / 24805279 / -12.3% 🟢	0.65 / 0.56 / +15.8%
tpcds_q45/duckdb:vortex-file-compressed	22584260 / 22443652 / +0.6%	28162168 / 28455032 / -1.0%	0.80 / 0.79 / +1.7%
tpcds_q46/duckdb:vortex-file-compressed	35844711 / 18690948 / +91.8% 🔴	50108232 / 28843277 / +73.7% 🔴	0.72 / 0.65 / +10.4%
tpcds_q47/duckdb:vortex-file-compressed	31566209 / 31816685 / -0.8%	46015698 / 43324789 / +6.2%	0.69 / 0.73 / -6.6%
tpcds_q48/duckdb:vortex-file-compressed	19280721 / 19534848 / -1.3%	29347262 / 32572378 / -9.9%	0.66 / 0.60 / +9.5%
tpcds_q49/duckdb:vortex-file-compressed	17214371 / 17029163 / +1.1%	32173285 / 30989304 / +3.8%	0.54 / 0.55 / -2.6%
tpcds_q50/duckdb:vortex-file-compressed	16968706 / 16790533 / +1.1%	28299584 / 33321798 / -15.1% 🟢	0.60 / 0.50 / +19.0%
tpcds_q51/duckdb:vortex-file-compressed	77844820 / 76364468 / +1.9%	87422420 / 60493286 / +44.5% 🔴	0.89 / 1.26 / -29.5%
tpcds_q52/duckdb:vortex-file-compressed	8200846 / 8196388 / +0.1%	18919402 / 18256053 / +3.6%	0.43 / 0.45 / -3.5%
tpcds_q53/duckdb:vortex-file-compressed	13970501 / 14396797 / -3.0%	24686138 / 28292624 / -12.7% 🟢	0.57 / 0.51 / +11.2%
tpcds_q54/duckdb:vortex-file-compressed	21096080 / 20544224 / +2.7%	29792008 / 31704322 / -6.0%	0.71 / 0.65 / +9.3%
tpcds_q55/duckdb:vortex-file-compressed	8691056 / 8665776 / +0.3%	17067258 / 18220904 / -6.3%	0.51 / 0.48 / +7.1%
tpcds_q56/duckdb:vortex-file-compressed	17172034 / 16877996 / +1.7%	30439771 / 29302968 / +3.9%	0.56 / 0.58 / -2.1%
tpcds_q57/duckdb:vortex-file-compressed	24998289 / 24216650 / +3.2%	32562289 / 34064789 / -4.4%	0.77 / 0.71 / +8.0%
tpcds_q58/duckdb:vortex-file-compressed	18751326 / 18638217 / +0.6%	27291812 / 28387316 / -3.9%	0.69 / 0.66 / +4.6%
tpcds_q59/duckdb:vortex-file-compressed	18684284 / 19128011 / -2.3%	28838929 / 25923591 / +11.2% 🔴	0.65 / 0.74 / -12.2%
tpcds_q60/duckdb:vortex-file-compressed	17883710 / 17565302 / +1.8%	28814615 / 30324918 / -5.0%	0.62 / 0.58 / +7.1%
tpcds_q61/duckdb:vortex-file-compressed	20108759 / 19839376 / +1.4%	34863813 / 32656999 / +6.8%	0.58 / 0.61 / -5.1%
tpcds_q62/duckdb:vortex-file-compressed	10130312 / 10243416 / -1.1%	16128822 / 16978348 / -5.0%	0.63 / 0.60 / +4.1%
tpcds_q63/duckdb:vortex-file-compressed	15522770 / 13504986 / +14.9% 🔴	23599644 / 23609884 / -0.0%	0.66 / 0.57 / +15.0%
tpcds_q64/duckdb:vortex-file-compressed	52126433 / 63654686 / -18.1% 🟢	70284925 / 79431334 / -11.5% 🟢	0.74 / 0.80 / -7.5%
tpcds_q65/duckdb:vortex-file-compressed	13496150 / 13735000 / -1.7%	23764874 / 22720553 / +4.6%	0.57 / 0.60 / -6.1%
tpcds_q66/duckdb:vortex-file-compressed	21883642 / 21319756 / +2.6%	34668301 / 31893872 / +8.7%	0.63 / 0.67 / -5.6%
tpcds_q67/duckdb:vortex-file-compressed	64814788 / 65444164 / -1.0%	87217312 / 82975711 / +5.1%	0.74 / 0.79 / -5.8%
tpcds_q68/duckdb:vortex-file-compressed	17561932 / 18026888 / -2.6%	27915656 / 35366093 / -21.1% 🟢	0.63 / 0.51 / +23.4%
tpcds_q69/duckdb:vortex-file-compressed	29308845 / 29173732 / +0.5%	42991226 / 43287720 / -0.7%	0.68 / 0.67 / +1.2%
tpcds_q70/duckdb:vortex-file-compressed	17643911 / 18800690 / -6.2%	28015034 / 29716635 / -5.7%	0.63 / 0.63 / -0.5%
tpcds_q71/duckdb:vortex-file-compressed	12909882 / 12668826 / +1.9%	21495345 / 22892939 / -6.1%	0.60 / 0.55 / +8.5%
tpcds_q72/duckdb:vortex-file-compressed	59217010 / 62570943 / -5.4%	73615080 / 75567235 / -2.6%	0.80 / 0.83 / -2.9%
tpcds_q73/duckdb:vortex-file-compressed	13463943 / 14655652 / -8.1%	23699702 / 21205706 / +11.8% 🔴	0.57 / 0.69 / -17.8%
tpcds_q74/duckdb:vortex-file-compressed	52200656 / 27652030 / +88.8% 🔴	61354464 / 36806383 / +66.7% 🔴	0.85 / 0.75 / +13.2%
tpcds_q75/duckdb:vortex-file-compressed	38566356 / 28623820 / +34.7% 🔴	50130126 / 48745151 / +2.8%	0.77 / 0.59 / +31.0%
tpcds_q76/duckdb:vortex-file-compressed	12437690 / 12845277 / -3.2%	24236018 / 24485462 / -1.0%	0.51 / 0.52 / -2.2%
tpcds_q77/duckdb:vortex-file-compressed	16857404 / 16022393 / +5.2%	25061418 / 29295774 / -14.5% 🟢	0.67 / 0.55 / +23.0%
tpcds_q78/duckdb:vortex-file-compressed	37342874 / 36977899 / +1.0%	47653490 / 47653067 / +0.0%	0.78 / 0.78 / +1.0%
tpcds_q79/duckdb:vortex-file-compressed	19247200 / 14598966 / +31.8% 🔴	34559746 / 29278121 / +18.0% 🔴	0.56 / 0.50 / +11.7%
tpcds_q80/duckdb:vortex-file-compressed	29690024 / 27953193 / +6.2%	43972353 / 43556031 / +1.0%	0.68 / 0.64 / +5.2%
tpcds_q81/duckdb:vortex-file-compressed	22466898 / 22094680 / +1.7%	29744501 / 34779936 / -14.5% 🟢	0.76 / 0.64 / +18.9%
tpcds_q82/duckdb:vortex-file-compressed	11346527 / 32537864 / -65.1% 🟢	18150290 / 39066381 / -53.5% 🟢	0.63 / 0.83 / -24.9%
tpcds_q83/duckdb:vortex-file-compressed	17637880 / 20264490 / -13.0% 🟢	25380163 / 26525071 / -4.3%	0.69 / 0.76 / -9.0%
tpcds_q84/duckdb:vortex-file-compressed	12162284 / 15263993 / -20.3% 🟢	16070449 / 21723051 / -26.0% 🟢	0.76 / 0.70 / +7.7%
tpcds_q85/duckdb:vortex-file-compressed	31286108 / 31785320 / -1.6%	44258006 / 41788391 / +5.9%	0.71 / 0.76 / -7.1%
tpcds_q86/duckdb:vortex-file-compressed	10910888 / 10828548 / +0.8%	18966913 / 21075800 / -10.0% 🟢	0.58 / 0.51 / +12.0%
tpcds_q87/duckdb:vortex-file-compressed	24544076 / 24197138 / +1.4%	31739434 / 30889211 / +2.8%	0.77 / 0.78 / -1.3%
tpcds_q88/duckdb:vortex-file-compressed	26980486 / 33392563 / -19.2% 🟢	35105706 / 47242281 / -25.7% 🟢	0.77 / 0.71 / +8.7%
tpcds_q89/duckdb:vortex-file-compressed	13827920 / 13988674 / -1.1%	24488775 / 23340818 / +4.9%	0.56 / 0.60 / -5.8%
tpcds_q90/duckdb:vortex-file-compressed	8183665 / 7659062 / +6.8%	12656016 / 14569811 / -13.1% 🟢	0.65 / 0.53 / +23.0%
tpcds_q91/duckdb:vortex-file-compressed	17530814 / 15310598 / +14.5% 🔴	25588192 / 21938915 / +16.6% 🔴	0.69 / 0.70 / -1.8%
tpcds_q92/duckdb:vortex-file-compressed	13301999 / 13187678 / +0.9%	22516826 / 21101004 / +6.7%	0.59 / 0.62 / -5.5%
tpcds_q93/duckdb:vortex-file-compressed	16938572 / 17009504 / -0.4%	24998492 / 25852249 / -3.3%	0.68 / 0.66 / +3.0%
tpcds_q94/duckdb:vortex-file-compressed	16357306 / 16404956 / -0.3%	26215583 / 28292862 / -7.3%	0.62 / 0.58 / +7.6%
tpcds_q95/duckdb:vortex-file-compressed	68591924 / 71631534 / -4.2%	75714673 / 81763767 / -7.4%	0.91 / 0.88 / +3.4%
tpcds_q96/duckdb:vortex-file-compressed	7159962 / 7559997 / -5.3%	14703348 / 17512922 / -16.0% 🟢	0.49 / 0.43 / +12.8%
tpcds_q97/duckdb:vortex-file-compressed	22375446 / 22162848 / +1.0%	27939037 / 30254558 / -7.7%	0.80 / 0.73 / +9.3%
tpcds_q98/duckdb:vortex-file-compressed	14287422 / 13578982 / +5.2%	22577974 / 24052134 / -6.1%	0.63 / 0.56 / +12.1%
tpcds_q99/duckdb:vortex-file-compressed	13285494 / 13481806 / -1.5%	19970574 / 20387924 / -2.0%	0.67 / 0.66 / +0.6%

duckdb / parquet / ns (1.007x ➖, 1↑ 4↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/duckdb:parquet	23645364 / 26681794 / -11.4% 🟢	31900322 / 34295419 / -7.0%	0.74 / 0.78 / -4.7%
tpcds_q02/duckdb:parquet	15702814 / 16746910 / -6.2%	22386962 / 19475553 / +14.9% 🔴	0.70 / 0.86 / -18.4%
tpcds_q03/duckdb:parquet	8949143 / 8696742 / +2.9%	15270322 / 14941242 / +2.2%	0.59 / 0.58 / +0.7%
tpcds_q04/duckdb:parquet	127739920 / 127405652 / +0.3%	131470772 / 132423859 / -0.7%	0.97 / 0.96 / +1.0%
tpcds_q05/duckdb:parquet	21767209 / 21693992 / +0.3%	26159402 / 27228190 / -3.9%	0.83 / 0.80 / +4.4%
tpcds_q06/duckdb:parquet	26817297 / 26320744 / +1.9%	37478035 / 37055386 / +1.1%	0.72 / 0.71 / +0.7%
tpcds_q07/duckdb:parquet	15275042 / 15095874 / +1.2%	23284615 / 23053838 / +1.0%	0.66 / 0.65 / +0.2%
tpcds_q08/duckdb:parquet	27431476 / 28526146 / -3.8%	34172837 / 36482369 / -6.3%	0.80 / 0.78 / +2.7%
tpcds_q09/duckdb:parquet	19146358 / 19457452 / -1.6%	23806777 / 22271198 / +6.9%	0.80 / 0.87 / -7.9%
tpcds_q10/duckdb:parquet	27908500 / 27493188 / +1.5%	39020033 / 40069669 / -2.6%	0.72 / 0.69 / +4.2%
tpcds_q11/duckdb:parquet	71426523 / 70880685 / +0.8%	78930803 / 76605245 / +3.0%	0.90 / 0.93 / -2.2%
tpcds_q12/duckdb:parquet	12795128 / 12540800 / +2.0%	17510685 / 17473983 / +0.2%	0.73 / 0.72 / +1.8%
tpcds_q13/duckdb:parquet	24021148 / 23583898 / +1.9%	31808932 / 31750852 / +0.2%	0.76 / 0.74 / +1.7%
tpcds_q14/duckdb:parquet	61476085 / 61066080 / +0.7%	69019539 / 70323122 / -1.9%	0.89 / 0.87 / +2.6%
tpcds_q15/duckdb:parquet	25213534 / 24597026 / +2.5%	31515460 / 30326673 / +3.9%	0.80 / 0.81 / -1.4%
tpcds_q16/duckdb:parquet	22949133 / 20511477 / +11.9% 🔴	32604446 / 27909373 / +16.8% 🔴	0.70 / 0.73 / -4.2%
tpcds_q17/duckdb:parquet	32493671 / 32484632 / +0.0%	41201781 / 40581398 / +1.5%	0.79 / 0.80 / -1.5%
tpcds_q18/duckdb:parquet	39713523 / 38887306 / +2.1%	51202422 / 49217364 / +4.0%	0.78 / 0.79 / -1.8%
tpcds_q19/duckdb:parquet	24684440 / 24299426 / +1.6%	32332463 / 31997063 / +1.0%	0.76 / 0.76 / +0.5%
tpcds_q20/duckdb:parquet	13518601 / 13539249 / -0.2%	18345411 / 17488879 / +4.9%	0.74 / 0.77 / -4.8%
tpcds_q21/duckdb:parquet	9451924 / 9370455 / +0.9%	15764904 / 15034028 / +4.9%	0.60 / 0.62 / -3.8%
tpcds_q22/duckdb:parquet	40930993 / 34918759 / +17.2% 🔴	39149214 / 39088953 / +0.2%	1.05 / 0.89 / +17.0%
tpcds_q23/duckdb:parquet	40533026 / 40336561 / +0.5%	51622316 / 47209149 / +9.3%	0.79 / 0.85 / -8.1%
tpcds_q24/duckdb:parquet	33515688 / 34958662 / -4.1%	44440517 / 43511084 / +2.1%	0.75 / 0.80 / -6.1%
tpcds_q25/duckdb:parquet	30191867 / 30154612 / +0.1%	40606948 / 42138963 / -3.6%	0.74 / 0.72 / +3.9%
tpcds_q26/duckdb:parquet	31260106 / 31209231 / +0.2%	39500859 / 37847419 / +4.4%	0.79 / 0.82 / -4.0%
tpcds_q27/duckdb:parquet	32127093 / 32423474 / -0.9%	40881623 / 46121572 / -11.4% 🟢	0.79 / 0.70 / +11.8%
tpcds_q28/duckdb:parquet	17287562 / 17089390 / +1.2%	19699494 / 19840317 / -0.7%	0.88 / 0.86 / +1.9%
tpcds_q29/duckdb:parquet	30755386 / 30649450 / +0.3%	38950958 / 39401770 / -1.1%	0.79 / 0.78 / +1.5%
tpcds_q30/duckdb:parquet	32844000 / 32327638 / +1.6%	41506588 / 41936933 / -1.0%	0.79 / 0.77 / +2.7%
tpcds_q31/duckdb:parquet	20149286 / 20319164 / -0.8%	25165311 / 25960348 / -3.1%	0.80 / 0.78 / +2.3%
tpcds_q32/duckdb:parquet	11093256 / 11239734 / -1.3%	17912333 / 16794307 / +6.7%	0.62 / 0.67 / -7.5%
tpcds_q33/duckdb:parquet	15985855 / 15884169 / +0.6%	23779514 / 23341870 / +1.9%	0.67 / 0.68 / -1.2%
tpcds_q34/duckdb:parquet	15983276 / 16007240 / -0.1%	22692806 / 22262791 / +1.9%	0.70 / 0.72 / -2.0%
tpcds_q35/duckdb:parquet	47194300 / 48159872 / -2.0%	57333262 / 59379379 / -3.4%	0.82 / 0.81 / +1.5%
tpcds_q36/duckdb:parquet	16554698 / 15063788 / +9.9%	23196043 / 23330451 / -0.6%	0.71 / 0.65 / +10.5%
tpcds_q37/duckdb:parquet	12133920 / 12792900 / -5.2%	19082517 / 16914866 / +12.8% 🔴	0.64 / 0.76 / -15.9%
tpcds_q38/duckdb:parquet	26414132 / 26089596 / +1.2%	30307473 / 31692749 / -4.4%	0.87 / 0.82 / +5.9%
tpcds_q39/duckdb:parquet	24746784 / 24594271 / +0.6%	29657704 / 29237578 / +1.4%	0.83 / 0.84 / -0.8%
tpcds_q40/duckdb:parquet	15956738 / 15895379 / +0.4%	21914738 / 20753403 / +5.6%	0.73 / 0.77 / -4.9%
tpcds_q41/duckdb:parquet	7890940 / 7677796 / +2.8%	13839132 / 13023641 / +6.3%	0.57 / 0.59 / -3.3%
tpcds_q42/duckdb:parquet	8376691 / 8311810 / +0.8%	14806860 / 14748042 / +0.4%	0.57 / 0.56 / +0.4%
tpcds_q43/duckdb:parquet	10560096 / 10540942 / +0.2%	15656655 / 15464635 / +1.2%	0.67 / 0.68 / -1.0%
tpcds_q44/duckdb:parquet	16531448 / 16227934 / +1.9%	25198091 / 22346859 / +12.8% 🔴	0.66 / 0.73 / -9.7%
tpcds_q45/duckdb:parquet	23384569 / 23173005 / +0.9%	29493190 / 29651260 / -0.5%	0.79 / 0.78 / +1.5%
tpcds_q46/duckdb:parquet	36198802 / 36272085 / -0.2%	45913197 / 46044265 / -0.3%	0.79 / 0.79 / +0.1%
tpcds_q47/duckdb:parquet	31518746 / 30805416 / +2.3%	38196641 / 37901927 / +0.8%	0.83 / 0.81 / +1.5%
tpcds_q48/duckdb:parquet	21219925 / 20956396 / +1.3%	28982934 / 30778703 / -5.8%	0.73 / 0.68 / +7.5%
tpcds_q49/duckdb:parquet	19022711 / 18769722 / +1.3%	30899015 / 28724180 / +7.6%	0.62 / 0.65 / -5.8%
tpcds_q50/duckdb:parquet	17704144 / 17471078 / +1.3%	24535921 / 25288865 / -3.0%	0.72 / 0.69 / +4.4%
tpcds_q51/duckdb:parquet	54140645 / 52689720 / +2.8%	59434248 / 65779851 / -9.6%	0.91 / 0.80 / +13.7%
tpcds_q52/duckdb:parquet	8706328 / 8565710 / +1.6%	15790750 / 14789428 / +6.8%	0.55 / 0.58 / -4.8%
tpcds_q53/duckdb:parquet	11651049 / 12708015 / -8.3%	16719417 / 20517235 / -18.5% 🟢	0.70 / 0.62 / +12.5%
tpcds_q54/duckdb:parquet	20503650 / 21386888 / -4.1%	29890036 / 29491045 / +1.4%	0.69 / 0.73 / -5.4%
tpcds_q55/duckdb:parquet	8701723 / 8523208 / +2.1%	16753185 / 15299486 / +9.5%	0.52 / 0.56 / -6.8%
tpcds_q56/duckdb:parquet	16313894 / 16288336 / +0.2%	23456959 / 26329080 / -10.9% 🟢	0.70 / 0.62 / +12.4%
tpcds_q57/duckdb:parquet	29148968 / 28905620 / +0.8%	35307885 / 37431848 / -5.7%	0.83 / 0.77 / +6.9%
tpcds_q58/duckdb:parquet	18393429 / 18021428 / +2.1%	24868504 / 25851611 / -3.8%	0.74 / 0.70 / +6.1%
tpcds_q59/duckdb:parquet	20741198 / 22794229 / -9.0%	24781331 / 25599328 / -3.2%	0.84 / 0.89 / -6.0%
tpcds_q60/duckdb:parquet	17061566 / 16857354 / +1.2%	24652460 / 24452471 / +0.8%	0.69 / 0.69 / +0.4%
tpcds_q61/duckdb:parquet	21747920 / 21687257 / +0.3%	28962331 / 29478087 / -1.7%	0.75 / 0.74 / +2.1%
tpcds_q62/duckdb:parquet	10877298 / 10788003 / +0.8%	14810685 / 14546031 / +1.8%	0.73 / 0.74 / -1.0%
tpcds_q63/duckdb:parquet	10868501 / 10764165 / +1.0%	16574751 / 16697322 / -0.7%	0.66 / 0.64 / +1.7%
tpcds_q64/duckdb:parquet	54718196 / 51719860 / +5.8%	65393783 / 67355631 / -2.9%	0.84 / 0.77 / +9.0%
tpcds_q65/duckdb:parquet	14597502 / 14504660 / +0.6%	21094443 / 21604157 / -2.4%	0.69 / 0.67 / +3.1%
tpcds_q66/duckdb:parquet	24675644 / 24639772 / +0.1%	31712092 / 31744931 / -0.1%	0.78 / 0.78 / +0.2%
tpcds_q67/duckdb:parquet	77267869 / 76657418 / +0.8%	98228188 / 83434897 / +17.7% 🔴	0.79 / 0.92 / -14.4%
tpcds_q68/duckdb:parquet	29476008 / 29357509 / +0.4%	40858940 / 41084379 / -0.5%	0.72 / 0.71 / +1.0%
tpcds_q69/duckdb:parquet	32113522 / 28803842 / +11.5% 🔴	38545623 / 39302154 / -1.9%	0.83 / 0.73 / +13.7%
tpcds_q70/duckdb:parquet	16313968 / 17322512 / -5.8%	25213898 / 25220924 / -0.0%	0.65 / 0.69 / -5.8%
tpcds_q71/duckdb:parquet	14772362 / 15203480 / -2.8%	20379656 / 21236248 / -4.0%	0.72 / 0.72 / +1.2%
tpcds_q72/duckdb:parquet	82015131 / 81441527 / +0.7%	87347120 / 87196936 / +0.2%	0.94 / 0.93 / +0.5%
tpcds_q73/duckdb:parquet	13578708 / 13374854 / +1.5%	19729524 / 19587745 / +0.7%	0.69 / 0.68 / +0.8%
tpcds_q74/duckdb:parquet	99253084 / 98420680 / +0.8%	105444577 / 106671524 / -1.2%	0.94 / 0.92 / +2.0%
tpcds_q75/duckdb:parquet	41155920 / 40278414 / +2.2%	50358310 / 57481411 / -12.4% 🟢	0.82 / 0.70 / +16.6%
tpcds_q76/duckdb:parquet	13644286 / 13356154 / +2.2%	20738911 / 23145724 / -10.4% 🟢	0.66 / 0.58 / +14.0%
tpcds_q77/duckdb:parquet	16835846 / 16796132 / +0.2%	28270047 / 25875528 / +9.3%	0.60 / 0.65 / -8.3%
tpcds_q78/duckdb:parquet	48360357 / 48144388 / +0.4%	53582512 / 53919711 / -0.6%	0.90 / 0.89 / +1.1%
tpcds_q79/duckdb:parquet	20512102 / 20298701 / +1.1%	29350162 / 28626127 / +2.5%	0.70 / 0.71 / -1.4%
tpcds_q80/duckdb:parquet	31465852 / 31002113 / +1.5%	39794783 / 40545120 / -1.9%	0.79 / 0.76 / +3.4%
tpcds_q81/duckdb:parquet	29245241 / 29838088 / -2.0%	39300444 / 41612002 / -5.6%	0.74 / 0.72 / +3.8%
tpcds_q82/duckdb:parquet	14001494 / 13834890 / +1.2%	18810807 / 22346491 / -15.8% 🟢	0.74 / 0.62 / +20.2%
tpcds_q83/duckdb:parquet	16130411 / 15665164 / +3.0%	21001841 / 21366354 / -1.7%	0.77 / 0.73 / +4.8%
tpcds_q84/duckdb:parquet	18431731 / 17242160 / +6.9%	24324465 / 23617134 / +3.0%	0.76 / 0.73 / +3.8%
tpcds_q85/duckdb:parquet	34845014 / 36160694 / -3.6%	45237170 / 48390961 / -6.5%	0.77 / 0.75 / +3.1%
tpcds_q86/duckdb:parquet	11032247 / 10930517 / +0.9%	15944139 / 18337341 / -13.1% 🟢	0.69 / 0.60 / +16.1%
tpcds_q87/duckdb:parquet	28485756 / 28096210 / +1.4%	33072853 / 35537348 / -6.9%	0.86 / 0.79 / +8.9%
tpcds_q88/duckdb:parquet	27848552 / 26995833 / +3.2%	37638237 / 32084981 / +17.3% 🔴	0.74 / 0.84 / -12.1%
tpcds_q89/duckdb:parquet	12748312 / 12624297 / +1.0%	18940116 / 18767920 / +0.9%	0.67 / 0.67 / +0.1%
tpcds_q90/duckdb:parquet	7862883 / 6761345 / +16.3% 🔴	11871505 / 10888907 / +9.0%	0.66 / 0.62 / +6.7%
tpcds_q91/duckdb:parquet	20965104 / 20866918 / +0.5%	30838572 / 28532609 / +8.1%	0.68 / 0.73 / -7.0%
tpcds_q92/duckdb:parquet	11373369 / 11607429 / -2.0%	18197419 / 18196095 / +0.0%	0.62 / 0.64 / -2.0%
tpcds_q93/duckdb:parquet	21214343 / 21321062 / -0.5%	29131784 / 29122586 / +0.0%	0.73 / 0.73 / -0.5%
tpcds_q94/duckdb:parquet	15973148 / 15891199 / +0.5%	25786792 / 25097173 / +2.7%	0.62 / 0.63 / -2.2%
tpcds_q95/duckdb:parquet	90106338 / 89555672 / +0.6%	96003701 / 95450341 / +0.6%	0.94 / 0.94 / +0.0%
tpcds_q96/duckdb:parquet	6918128 / 6921042 / -0.0%	11220706 / 11161851 / +0.5%	0.62 / 0.62 / -0.6%
tpcds_q97/duckdb:parquet	25900042 / 25802417 / +0.4%	32868117 / 32005822 / +2.7%	0.79 / 0.81 / -2.3%
tpcds_q98/duckdb:parquet	15139296 / 15226447 / -0.6%	21748044 / 25101539 / -13.4% 🟢	0.70 / 0.61 / +14.8%
tpcds_q99/duckdb:parquet	17110108 / 17206993 / -0.6%	21508460 / 21245792 / +1.2%	0.80 / 0.81 / -1.8%

No file size changes detected.

github-actions · 2026-09-15T14:19:56Z

Benchmarks: Statistical and Population Genetics 📖

Commits: PR 515861ae vs base a65c6537
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.5%
Engines: DuckDB No clear signal (+0.5%, low confidence)
Vortex (geomean): hot 0.999x ➖ · cold 0.995x ➖
Parquet (geomean): hot 0.995x ➖ · cold 0.980x ➖
Shifts: Parquet (control) -0.5% · 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.

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)
statpopgen_q00/duckdb:vortex-file-compressed	9043153 / 9046222 / -0.0%	9423745 / 9512904 / -0.9%	0.96 / 0.95 / +0.9%
statpopgen_q01/duckdb:vortex-file-compressed	10368098 / 10354572 / +0.1%	13621736 / 13651165 / -0.2%	0.76 / 0.76 / +0.3%
statpopgen_q02/duckdb:vortex-file-compressed	305134450 / 307700384 / -0.8%	337809898 / 351487698 / -3.9%	0.90 / 0.88 / +3.2%
statpopgen_q03/duckdb:vortex-file-compressed	812716516 / 814617600 / -0.2%	817030584 / 833309952 / -2.0%	0.99 / 0.98 / +1.8%
statpopgen_q04/duckdb:vortex-file-compressed	810848962 / 823901187 / -1.6%	826090867 / 824403723 / +0.2%	0.98 / 1.00 / -1.8%
statpopgen_q05/duckdb:vortex-file-compressed	321191932 / 319049321 / +0.7%	355010701 / 340213115 / +4.3%	0.90 / 0.94 / -3.5%
statpopgen_q06/duckdb:vortex-file-compressed	1148267162 / 1133351164 / +1.3%	1145997042 / 1149322228 / -0.3%	1.00 / 0.99 / +1.6%
statpopgen_q07/duckdb:vortex-file-compressed	131380110 / 130978225 / +0.3%	188917375 / 188655020 / +0.1%	0.70 / 0.69 / +0.2%
statpopgen_q08/duckdb:vortex-file-compressed	144915932 / 142215630 / +1.9%	159660361 / 158164487 / +0.9%	0.91 / 0.90 / +0.9%
statpopgen_q09/duckdb:vortex-file-compressed	599480845 / 612151772 / -2.1%	608781003 / 630686109 / -3.5%	0.98 / 0.97 / +1.5%
statpopgen_q10/duckdb:vortex-file-compressed	1902538326 / 1907690160 / -0.3%	1879220226 / 1885391820 / -0.3%	1.01 / 1.01 / +0.1%

duckdb / parquet / ns (0.995x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
statpopgen_q00/duckdb:parquet	245587159 / 246909558 / -0.5%	244956979 / 245750857 / -0.3%	1.00 / 1.00 / -0.2%
statpopgen_q01/duckdb:parquet	300510117 / 301292498 / -0.3%	302731015 / 305962581 / -1.1%	0.99 / 0.98 / +0.8%
statpopgen_q02/duckdb:parquet	551970853 / 528643484 / +4.4%	562996282 / 583092274 / -3.4%	0.98 / 0.91 / +8.1%
statpopgen_q03/duckdb:parquet	868872168 / 868149166 / +0.1%	860235703 / 896890247 / -4.1%	1.01 / 0.97 / +4.3%
statpopgen_q04/duckdb:parquet	837669537 / 848197592 / -1.2%	829928507 / 875604653 / -5.2%	1.01 / 0.97 / +4.2%
statpopgen_q05/duckdb:parquet	594373833 / 582235004 / +2.1%	598428918 / 604209909 / -1.0%	0.99 / 0.96 / +3.1%
statpopgen_q06/duckdb:parquet	700171819 / 726052634 / -3.6%	700352097 / 695242267 / +0.7%	1.00 / 1.04 / -4.3%
statpopgen_q07/duckdb:parquet	606425908 / 607922870 / -0.2%	704158197 / 669901362 / +5.1%	0.86 / 0.91 / -5.1%
statpopgen_q08/duckdb:parquet	610339800 / 618351482 / -1.3%	683356885 / 721288804 / -5.3%	0.89 / 0.86 / +4.2%
statpopgen_q09/duckdb:parquet	795942227 / 799046228 / -0.4%	801447953 / 806906275 / -0.7%	0.99 / 0.99 / +0.3%
statpopgen_q10/duckdb:parquet	1438914196 / 1507021316 / -4.5%	1250878725 / 1334833705 / -6.3%	1.15 / 1.13 / +1.9%

No file size changes detected.

github-actions · 2026-09-15T14:22:48Z

Benchmarks: TPC-H SF=1 on S3 📖

Commits: PR 515861ae vs base a65c6537
Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +19.9%
Engines: DataFusion No clear signal (+29.9%, environment too noisy confidence) · DuckDB No clear signal (+10.6%, environment too noisy confidence)
Vortex (geomean): hot 1.269x ➖ · cold 1.198x ➖
Parquet (geomean): hot 1.058x ➖ · cold 1.114x ➖
Shifts: Parquet (control) +5.8% · Median polish +10.9%

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 (1.367x ❌, 0↑ 13↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-file-compressed	221543106 / 212725205 / +4.1%	820437097 / 742272818 / +10.5%	0.27 / 0.29 / -5.8%
tpch_q02/datafusion:vortex-file-compressed	358111263 / 305555680 / +17.2%	853413514 / 601132950 / +42.0% 🔴	0.42 / 0.51 / -17.4%
tpch_q03/datafusion:vortex-file-compressed	576640619 / 364938203 / +58.0% 🔴	1216736378 / 910786440 / +33.6% 🔴	0.47 / 0.40 / +18.3%
tpch_q04/datafusion:vortex-file-compressed	293068054 / 171333856 / +71.1% 🔴	481577120 / 605488685 / -20.5%	0.61 / 0.28 / +115.1%
tpch_q05/datafusion:vortex-file-compressed	520385046 / 362718960 / +43.5% 🔴	754502867 / 508378563 / +48.4% 🔴	0.69 / 0.71 / -3.3%
tpch_q06/datafusion:vortex-file-compressed	270886519 / 241484945 / +12.2%	469022235 / 397659184 / +17.9%	0.58 / 0.61 / -4.9%
tpch_q07/datafusion:vortex-file-compressed	585370417 / 434089498 / +34.9% 🔴	720140821 / 451851178 / +59.4% 🔴	0.81 / 0.96 / -15.4%
tpch_q08/datafusion:vortex-file-compressed	736041136 / 529289879 / +39.1% 🔴	970823790 / 565674684 / +71.6% 🔴	0.76 / 0.94 / -19.0%
tpch_q09/datafusion:vortex-file-compressed	646929449 / 442683167 / +46.1% 🔴	833894110 / 549867428 / +51.7% 🔴	0.78 / 0.81 / -3.6%
tpch_q10/datafusion:vortex-file-compressed	486319109 / 376056650 / +29.3%	610016549 / 572640043 / +6.5%	0.80 / 0.66 / +21.4%
tpch_q11/datafusion:vortex-file-compressed	322476459 / 268932452 / +19.9%	513574233 / 380058424 / +35.1% 🔴	0.63 / 0.71 / -11.3%
tpch_q12/datafusion:vortex-file-compressed	489730913 / 294841063 / +66.1% 🔴	658895109 / 520380722 / +26.6%	0.74 / 0.57 / +31.2%
tpch_q13/datafusion:vortex-file-compressed	204163874 / 135641691 / +50.5% 🔴	338298249 / 388548851 / -12.9%	0.60 / 0.35 / +72.9%
tpch_q14/datafusion:vortex-file-compressed	212929212 / 251850406 / -15.5%	374281186 / 783644361 / -52.2% 🟢	0.57 / 0.32 / +77.0%
tpch_q15/datafusion:vortex-file-compressed	352922587 / 279017452 / +26.5%	724022516 / 484974886 / +49.3% 🔴	0.49 / 0.58 / -15.3%
tpch_q16/datafusion:vortex-file-compressed	196787867 / 152618919 / +28.9%	312304918 / 274045649 / +14.0%	0.63 / 0.56 / +13.1%
tpch_q17/datafusion:vortex-file-compressed	405091173 / 274160668 / +47.8% 🔴	482610201 / 428724871 / +12.6%	0.84 / 0.64 / +31.3%
tpch_q18/datafusion:vortex-file-compressed	359285809 / 208817203 / +72.1% 🔴	609695996 / 376315877 / +62.0% 🔴	0.59 / 0.55 / +6.2%
tpch_q19/datafusion:vortex-file-compressed	468157431 / 308245462 / +51.9% 🔴	663463362 / 457492497 / +45.0% 🔴	0.71 / 0.67 / +4.7%
tpch_q20/datafusion:vortex-file-compressed	327367861 / 257043625 / +27.4%	406658694 / 425751727 / -4.5%	0.81 / 0.60 / +33.3%
tpch_q21/datafusion:vortex-file-compressed	670040641 / 432719854 / +54.8% 🔴	898715917 / 566710463 / +58.6% 🔴	0.75 / 0.76 / -2.4%
tpch_q22/datafusion:vortex-file-compressed	257356724 / 157868873 / +63.0% 🔴	486072708 / 331209463 / +46.8% 🔴	0.53 / 0.48 / +11.1%

datafusion / parquet / ns (1.052x ➖, 1↑ 2↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	164367902 / 164987468 / -0.4%	509532396 / 405946140 / +25.5%	0.32 / 0.41 / -20.6%
tpch_q02/datafusion:parquet	309215640 / 280284840 / +10.3%	564717302 / 459266343 / +23.0%	0.55 / 0.61 / -10.3%
tpch_q03/datafusion:parquet	459310760 / 268265654 / +71.2% 🔴	915912001 / 675033428 / +35.7% 🔴	0.50 / 0.40 / +26.2%
tpch_q04/datafusion:parquet	173291278 / 131902666 / +31.4% 🔴	454623469 / 365647503 / +24.3%	0.38 / 0.36 / +5.7%
tpch_q05/datafusion:parquet	332566040 / 380236342 / -12.5%	548981551 / 470137041 / +16.8%	0.61 / 0.81 / -25.1%
tpch_q06/datafusion:parquet	125790182 / 154474436 / -18.6%	216049545 / 230913000 / -6.4%	0.58 / 0.67 / -13.0%
tpch_q07/datafusion:parquet	350866551 / 529011848 / -33.7% 🟢	446146243 / 650166941 / -31.4% 🟢	0.79 / 0.81 / -3.3%
tpch_q08/datafusion:parquet	407284219 / 421637347 / -3.4%	490205644 / 509426576 / -3.8%	0.83 / 0.83 / +0.4%
tpch_q09/datafusion:parquet	458374386 / 419247845 / +9.3%	664269547 / 597630612 / +11.2%	0.69 / 0.70 / -1.6%
tpch_q10/datafusion:parquet	398522450 / 388778496 / +2.5%	583061056 / 491410857 / +18.7%	0.68 / 0.79 / -13.6%
tpch_q11/datafusion:parquet	318130240 / 265239074 / +19.9%	487763219 / 449339448 / +8.6%	0.65 / 0.59 / +10.5%
tpch_q12/datafusion:parquet	190774327 / 205623570 / -7.2%	677539462 / 404482213 / +67.5% 🔴	0.28 / 0.51 / -44.6%
tpch_q13/datafusion:parquet	394009340 / 391592646 / +0.6%	576656411 / 553866356 / +4.1%	0.68 / 0.71 / -3.4%
tpch_q14/datafusion:parquet	176293722 / 163899079 / +7.6%	362153391 / 293497429 / +23.4%	0.49 / 0.56 / -12.8%
tpch_q15/datafusion:parquet	286422901 / 268358377 / +6.7%	515408815 / 435259702 / +18.4%	0.56 / 0.62 / -9.9%
tpch_q16/datafusion:parquet	108567824 / 111015330 / -2.2%	250985175 / 258759489 / -3.0%	0.43 / 0.43 / +0.8%
tpch_q17/datafusion:parquet	355086028 / 291605157 / +21.8%	494940111 / 399752423 / +23.8%	0.72 / 0.73 / -1.6%
tpch_q18/datafusion:parquet	416376157 / 379247252 / +9.8%	610850460 / 516612040 / +18.2%	0.68 / 0.73 / -7.1%
tpch_q19/datafusion:parquet	187463923 / 170541798 / +9.9%	310862476 / 285700864 / +8.8%	0.60 / 0.60 / +1.0%
tpch_q20/datafusion:parquet	289068519 / 286573888 / +0.9%	527533882 / 426211188 / +23.8%	0.55 / 0.67 / -18.5%
tpch_q21/datafusion:parquet	376624532 / 321014745 / +17.3%	450073256 / 408579336 / +10.2%	0.84 / 0.79 / +6.5%
tpch_q22/datafusion:parquet	171362172 / 154127759 / +11.2%	333997474 / 292548567 / +14.2%	0.51 / 0.53 / -2.6%

duckdb / vortex-file-compressed / ns (1.178x ➖, 1↑ 6↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-file-compressed	209365982 / 208197666 / +0.6%	254263281 / 305864149 / -16.9%	0.82 / 0.68 / +21.0%
tpch_q02/duckdb:vortex-file-compressed	412183917 / 366898195 / +12.3%	465347353 / 357336155 / +30.2% 🔴	0.89 / 1.03 / -13.7%
tpch_q03/duckdb:vortex-file-compressed	536748815 / 421274504 / +27.4%	528488950 / 467416553 / +13.1%	1.02 / 0.90 / +12.7%
tpch_q04/duckdb:vortex-file-compressed	329467586 / 223819578 / +47.2% 🔴	405438404 / 484383649 / -16.3%	0.81 / 0.46 / +75.9%
tpch_q05/duckdb:vortex-file-compressed	647815002 / 410640295 / +57.8% 🔴	598322779 / 447681233 / +33.6% 🔴	1.08 / 0.92 / +18.0%
tpch_q06/duckdb:vortex-file-compressed	246850578 / 257935392 / -4.3%	275973350 / 303125534 / -9.0%	0.89 / 0.85 / +5.1%
tpch_q07/duckdb:vortex-file-compressed	506448649 / 607393832 / -16.6%	519937981 / 562419682 / -7.6%	0.97 / 1.08 / -9.8%
tpch_q08/duckdb:vortex-file-compressed	792205349 / 589902323 / +34.3% 🔴	999920432 / 585994804 / +70.6% 🔴	0.79 / 1.01 / -21.3%
tpch_q09/duckdb:vortex-file-compressed	495093443 / 435773164 / +13.6%	578186745 / 439969516 / +31.4% 🔴	0.86 / 0.99 / -13.5%
tpch_q10/duckdb:vortex-file-compressed	564996721 / 472173616 / +19.7%	958768337 / 461179317 / +107.9% 🔴	0.59 / 1.02 / -42.4%
tpch_q11/duckdb:vortex-file-compressed	177103748 / 146132043 / +21.2%	210462907 / 153621534 / +37.0% 🔴	0.84 / 0.95 / -11.5%
tpch_q12/duckdb:vortex-file-compressed	449254734 / 743386427 / -39.6% 🟢	514645280 / 823920270 / -37.5% 🟢	0.87 / 0.90 / -3.2%
tpch_q13/duckdb:vortex-file-compressed	402286616 / 300385423 / +33.9% 🔴	527509975 / 302033533 / +74.7% 🔴	0.76 / 0.99 / -23.3%
tpch_q14/duckdb:vortex-file-compressed	265787749 / 234023785 / +13.6%	340963977 / 274017438 / +24.4%	0.78 / 0.85 / -8.7%
tpch_q15/duckdb:vortex-file-compressed	138905449 / 141598299 / -1.9%	172882888 / 181271521 / -4.6%	0.80 / 0.78 / +2.9%
tpch_q16/duckdb:vortex-file-compressed	202061271 / 176489959 / +14.5%	224991032 / 237633479 / -5.3%	0.90 / 0.74 / +20.9%
tpch_q17/duckdb:vortex-file-compressed	457299222 / 357184468 / +28.0%	514955639 / 390526380 / +31.9% 🔴	0.89 / 0.91 / -2.9%
tpch_q18/duckdb:vortex-file-compressed	366847652 / 322332547 / +13.8%	539369211 / 378776181 / +42.4% 🔴	0.68 / 0.85 / -20.1%
tpch_q19/duckdb:vortex-file-compressed	305898599 / 307764521 / -0.6%	301765435 / 329326474 / -8.4%	1.01 / 0.93 / +8.5%
tpch_q20/duckdb:vortex-file-compressed	358048619 / 347862366 / +2.9%	364181099 / 432740367 / -15.8%	0.98 / 0.80 / +22.3%
tpch_q21/duckdb:vortex-file-compressed	772462420 / 520827029 / +48.3% 🔴	834434615 / 796020354 / +4.8%	0.93 / 0.65 / +41.5%
tpch_q22/duckdb:vortex-file-compressed	311797441 / 115228285 / +170.6% 🔴	311542305 / 137939819 / +125.9% 🔴	1.00 / 0.84 / +19.8%

duckdb / parquet / ns (1.064x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	288726185 / 289608541 / -0.3%	314435732 / 302960714 / +3.8%	0.92 / 0.96 / -3.9%
tpch_q02/duckdb:parquet	655183704 / 597531100 / +9.6%	653266567 / 619301251 / +5.5%	1.00 / 0.96 / +3.9%
tpch_q03/duckdb:parquet	721674655 / 720143441 / +0.2%	864402476 / 803286481 / +7.6%	0.83 / 0.90 / -6.9%
tpch_q04/duckdb:parquet	476283868 / 422435410 / +12.7%	517462272 / 477157309 / +8.4%	0.92 / 0.89 / +4.0%
tpch_q05/duckdb:parquet	937843345 / 898204663 / +4.4%	969380909 / 843028830 / +15.0%	0.97 / 1.07 / -9.2%
tpch_q06/duckdb:parquet	301614269 / 287013906 / +5.1%	346086391 / 282938691 / +22.3%	0.87 / 1.01 / -14.1%
tpch_q07/duckdb:parquet	834924111 / 798494570 / +4.6%	870936037 / 755324137 / +15.3%	0.96 / 1.06 / -9.3%
tpch_q08/duckdb:parquet	1011942626 / 955472332 / +5.9%	1008924344 / 990540873 / +1.9%	1.00 / 0.96 / +4.0%
tpch_q09/duckdb:parquet	1000309468 / 894095450 / +11.9%	981753990 / 919616236 / +6.8%	1.02 / 0.97 / +4.8%
tpch_q10/duckdb:parquet	930968360 / 950985468 / -2.1%	997836908 / 906571137 / +10.1%	0.93 / 1.05 / -11.1%
tpch_q11/duckdb:parquet	447952233 / 395840020 / +13.2%	390029065 / 375112411 / +4.0%	1.15 / 1.06 / +8.8%
tpch_q12/duckdb:parquet	544265099 / 496508327 / +9.6%	690185351 / 573216361 / +20.4%	0.79 / 0.87 / -9.0%
tpch_q13/duckdb:parquet	784160181 / 736891887 / +6.4%	898841660 / 814743137 / +10.3%	0.87 / 0.90 / -3.5%
tpch_q14/duckdb:parquet	506963272 / 472620542 / +7.3%	516359034 / 472020094 / +9.4%	0.98 / 1.00 / -1.9%
tpch_q15/duckdb:parquet	386288635 / 356412119 / +8.4%	411770167 / 372116226 / +10.7%	0.94 / 0.96 / -2.1%
tpch_q16/duckdb:parquet	453419614 / 477607420 / -5.1%	536601611 / 473725549 / +13.3%	0.84 / 1.01 / -16.2%
tpch_q17/duckdb:parquet	478439952 / 455419186 / +5.1%	444980515 / 500091507 / -11.0%	1.08 / 0.91 / +18.1%
tpch_q18/duckdb:parquet	632076518 / 583780882 / +8.3%	978725624 / 683365729 / +43.2% 🔴	0.65 / 0.85 / -24.4%
tpch_q19/duckdb:parquet	588453730 / 519150904 / +13.3%	581853699 / 606076508 / -4.0%	1.01 / 0.86 / +18.1%
tpch_q20/duckdb:parquet	799658055 / 728657295 / +9.7%	809248652 / 786136970 / +2.9%	0.99 / 0.93 / +6.6%
tpch_q21/duckdb:parquet	665363894 / 643894150 / +3.3%	702073638 / 681471079 / +3.0%	0.95 / 0.94 / +0.3%
tpch_q22/duckdb:parquet	426594509 / 377779931 / +12.9%	405196674 / 356352818 / +13.7%	1.05 / 1.06 / -0.7%

myrrc added 2 commits September 15, 2026 14:27

duckdb: return projection_ids handling

303cdae

Signed-off-by: Mikhail Kot <mikhail@spiraldb.com>

duckdb: report single-column filters as not pushed

515861a

Signed-off-by: Mikhail Kot <mikhail@spiraldb.com>

myrrc added changelog/feature A new feature ext/duckdb Relates to the DuckDB integration action/bench-sql Run SQL benchmarks without Vortex Compact on this PR labels Sep 15, 2026

github-actions Bot removed the action/bench-sql Run SQL benchmarks without Vortex Compact on this PR label Sep 15, 2026

myrrc marked this pull request as draft September 15, 2026 14:25

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duckdb: report single-column filters as not pushed - #9888

duckdb: report single-column filters as not pushed#9888
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myrrc commented Sep 15, 2026

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codspeed Bot commented Sep 15, 2026

Merging this PR will degrade performance by 18.37%

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github-actions Bot commented Sep 15, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Polar Signals Profiling Results

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github-actions Bot commented Sep 15, 2026

Benchmarks: PolarSignals Profiling 📖

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Benchmarks: TPC-H SF=1 on NVME 📖

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Benchmarks: FineWeb NVMe 📖

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Benchmarks: Clickbench Sorted on NVME 📖

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Benchmarks: TPC-H SF=10 on NVME 📖

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Benchmarks: FineWeb S3 📖

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Benchmarks: Clickbench on NVME 📖

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Benchmarks: TPC-DS SF=1 on NVME 📖

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Benchmarks: Statistical and Population Genetics 📖

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Benchmarks: TPC-H SF=1 on S3 📖

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github-actions Bot commented Sep 15, 2026 •

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