Compare PR benchmarks against the benchmarks database instead of S3 by joseph-isaacs · Pull Request #10987 · vortex-data/vortex

joseph-isaacs · 2026-10-29T19:14:39Z

Summary

PR benchmark comments get their develop baseline by downloading data.json.gz from S3 (353 MB compressed). Develop runs also append to that file, and that append is the slowest step of each develop benchmark job. Develop runs already write every result to the benchmarks Postgres, so this PR reads the PR baseline from Postgres instead. After this PR, nothing reads the S3 file. The next PR in the stack (#10988) stops writing it.

CI reads the database the same way the ingest does, through an AWS role over OIDC with an RDS IAM token. It uses the read-only pair added in vortex-data/vortex.dev#149: the role GitHubBenchmarkReadRole (vars.GH_BENCH_READ_ROLE_ARN) and the Postgres user bench_ci_read (migration 011, SELECT only).

Merge order: apply vortex.dev migration 012 (commits.branch) before merging this PR, because the ingest now writes that column.

Changes

.github/actions/fetch-bench-baseline (new):
- Assumes the read role and signs in as bench_ci_read.
- Writes the develop baseline records.
- Takes the role, region, endpoint and database from repo variables, so each workflow only names the action.
- If the role or the database can't be reached, it writes no baseline, the comment says so, and the job still passes.
scripts/fetch-benchmark-baseline.py (new):
- Takes the PR run's --ingest-jsonl records.
- For each measurement, reads that measurement's history newest first through the table's existing index, and stops at the first commit reachable from HEAD.
- The newest such commit is the baseline; the script writes its rows.
- It refuses a shallow checkout, as the old reporter did.
scripts/compare-benchmark-jsons.py:
- Compares the baseline records with the PR's records.
- Row names keep the results-JSON shape (e.g. tpch_q01/datafusion:parquet), and the scale factor and variant stay in the dataset key.
- The S3 history scan is gone.
Ingest records: the Random Access, Compression and GPU Compression runs now pass --emit-ingest-records; the SQL runs already did. GPU Compression also gets id-token: write.
Branch on ingest: scripts/post-ingest.py takes a required --branch and writes it to commits.branch; the ingest workflows pass github.ref_name.

What the PR comments lose:

String Encoding has no database table, so it shows the PR's values without a baseline.
SQL file sizes aren't stored in the database, so the file-size section is gone.
Compression ratio rows aren't listed. The size and time rows they were computed from are still compared.

What they gain: compression timings get hot/cold columns, because the records carry every run.

Testing

scripts/tests/test_benchmark_reporting.py (28 passed) covers:
- converting records and building a report from them, and keeping scale factors apart;
- the "baseline could not be read" message;
- grouping identities, the IS NULL match for absent fields, and the shallow-checkout refusal.
scripts/tests/test_post_ingest.py and test_measurement_id.py pass.
ruff format, ruff check and yamllint --strict are clean.
Baseline query against a local Postgres 16, built from the vortex.dev migrations with 4.2M synthetic query rows; the new query returns the same records as the old one:

case old new

baseline 100 commits back 31.3s 0.26s

baseline 2,000 commits back 18.3s 1.7s

The old query had hit the 30s statement timeout on TPC-H in CI.
In CI, the SQL benchmark read a real baseline through the read role (PR 2e69732a vs base c6d6bada). One run of each benchmark kind is going on 86d3c3e4.

🤖 Generated with Claude Code

https://claude.ai/code/session_01UeniBBtX1DUban9Fda2Edh

PR benchmark comments read their develop baseline from the 353 MB `data.json.gz` S3 dump. Read it from the benchmarks Postgres instead, which develop runs already write to. - `scripts/fetch-benchmark-baseline.py` reads the PR run's ingest records, finds the newest commit reachable from HEAD that recorded the same measurements, and writes that commit's rows. It connects as the read-only `bench_read` role. - `compare-benchmark-jsons.py` compares ingest records on both sides. File sizes and suite metadata still come from the PR's results JSON. - Random access, compression and GPU compression PR runs now emit ingest records. String Encoding and SQL file sizes are not in the database, so their PR comments show the PR measurements without a baseline. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01UeniBBtX1DUban9Fda2Edh Signed-off-by: Joe Isaacs <[email protected]>

joseph-isaacs · 2026-10-29T19:19:39Z

Rust tests (windows-x64) failed about a minute into its test step. The later steps never ran and the job has no logs (404), so the runner looks lost. This PR changes no Rust code. I'll re-run the failed job once when the rest of the "Linters and Tests" run finishes; GitHub refuses a re-run while the run is still going.

Generated by Claude Code

codspeed · 2026-10-29T19:19:52Z

Merging this PR will not alter performance

1 warning

⚠️ Walltime results may be unreliable

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

Learn more about Macro Runners

See affected benchmarks

✅ 2318 untouched benchmarks

_{Comparing ji/bench-baseline-postgres (98f50a3) with develop (8a35f30)}

github-actions · 2026-10-29T19:22:12Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`98f50a3`	tpch-s3	1	Explore Profiling Data
🟢 Done	`98f50a3`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`98f50a3`	appian-nvme	1	Explore Profiling Data
🟢 Done	`98f50a3`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`98f50a3`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`98f50a3`	compress-bench	1	Explore Profiling Data
🟢 Done	`98f50a3`	string-bench	1	Explore Profiling Data
🟢 Done	`98f50a3`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`98f50a3`	fineweb	1	Explore Profiling Data
🟢 Done	`98f50a3`	tpcds-nvme	1	Explore Profiling Data

Previous Runs (59)

Status	Commit	Job	Attempt	Link
🟢 Done	`7e28809`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`7e28809`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`7e28809`	fineweb	1	Explore Profiling Data
🟢 Done	`7e28809`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`2e69732`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`2e69732`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`2e69732`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`2e69732`	tpch-s3	1	Explore Profiling Data
🟢 Done	`2e69732`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`2e69732`	appian-nvme	1	Explore Profiling Data
🟢 Done	`2e69732`	fineweb	1	Explore Profiling Data
🟢 Done	`2e69732`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`2e69732`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`1ede4e8`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`1ede4e8`	random-access-bench	1	Explore Profiling Data
🟢 Done	`1ede4e8`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`1ede4e8`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`1ede4e8`	appian-nvme	1	Explore Profiling Data
🟢 Done	`1ede4e8`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`1ede4e8`	tpch-s3	1	Explore Profiling Data
🟢 Done	`1ede4e8`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`1ede4e8`	fineweb	1	Explore Profiling Data
🟢 Done	`1ede4e8`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`c3a54a8`	statpopgen	1	Explore Profiling Data
🟢 Done	`c3a54a8`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`c3a54a8`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`c3a54a8`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`c3a54a8`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`c3a54a8`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`c3a54a8`	appian-nvme	1	Explore Profiling Data
🟢 Done	`c3a54a8`	tpch-s3	1	Explore Profiling Data
🟢 Done	`c3a54a8`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`c3a54a8`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`c3a54a8`	fineweb	1	Explore Profiling Data
🟢 Done	`d540c8f`	statpopgen	1	Explore Profiling Data
🟢 Done	`d540c8f`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`d540c8f`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`d540c8f`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`d540c8f`	fineweb	1	Explore Profiling Data
🟢 Done	`d540c8f`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`d540c8f`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`d540c8f`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`d540c8f`	tpch-s3	1	Explore Profiling Data
🟢 Done	`d540c8f`	appian-nvme	1	Explore Profiling Data
🟢 Done	`d540c8f`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`8cc24be`	tpch-s3	1	Explore Profiling Data
🟢 Done	`8cc24be`	random-access-bench	1	Explore Profiling Data
🟢 Done	`8cc24be`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`8cc24be`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`8cc24be`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`8cc24be`	string-bench	1	Explore Profiling Data
🟢 Done	`8cc24be`	compress-bench	1	Explore Profiling Data
🟢 Done	`8cc24be`	appian-nvme	1	Explore Profiling Data
🟢 Done	`8cc24be`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`8cc24be`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`8cc24be`	statpopgen	1	Explore Profiling Data
🟢 Done	`8cc24be`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`8cc24be`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`8cc24be`	fineweb	1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-10-29T19:22:58Z

Benchmarks: FineWeb NVMe 📖

Commits: PR 98f50a38 vs base 85466bb6
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.0%
Engines: DataFusion No clear signal (-1.1%, low confidence) · DuckDB No clear signal (-0.8%, low confidence)
Vortex (geomean): hot 0.989x ➖ · cold 0.966x ➖
Parquet (geomean): hot 0.999x ➖ · cold 0.953x ➖
Shifts: Parquet (control) -0.1% · 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-compact / ns (0.991x ➖, 2↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:vortex-compact	7133526 / 7011277 / +1.7%	16924557 / 17905947 / -5.5%	0.42 / 0.39 / +7.6%
fineweb_q01/datafusion:vortex-compact	44204208 / 42879052 / +3.1%	73166186 / 75090877 / -2.6%	0.60 / 0.57 / +5.8%
fineweb_q02/datafusion:vortex-compact	58241798 / 74635508 / -22.0% 🟢	79745630 / 105912995 / -24.7% 🟢	0.73 / 0.70 / +3.6%
fineweb_q03/datafusion:vortex-compact	156772368 / 155695407 / +0.7%	221363957 / 226417984 / -2.2%	0.71 / 0.69 / +3.0%
fineweb_q04/datafusion:vortex-compact	162720063 / 190033528 / -14.4% 🟢	253927454 / 244388043 / +3.9%	0.64 / 0.78 / -17.6%
fineweb_q05/datafusion:vortex-compact	158090801 / 152786486 / +3.5%	224860514 / 231780900 / -3.0%	0.70 / 0.66 / +6.7%
fineweb_q06/datafusion:vortex-compact	86516748 / 85711995 / +0.9%	150238713 / 161439712 / -6.9%	0.58 / 0.53 / +8.5%
fineweb_q07/datafusion:vortex-compact	87779475 / 88127638 / -0.4%	152197769 / 165182638 / -7.9%	0.58 / 0.53 / +8.1%
fineweb_q08/datafusion:vortex-compact	9874161 / 7863723 / +25.6% 🔴	38650497 / 35887023 / +7.7%	0.26 / 0.22 / +16.6%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:parquet	9376966 / 9264150 / +1.2%	31965421 / 33623281 / -4.9%	0.29 / 0.28 / +6.5%
fineweb_q01/datafusion:parquet	73400690 / 73901972 / -0.7%	142315091 / 159649481 / -10.9% 🟢	0.52 / 0.46 / +11.4%
fineweb_q02/datafusion:parquet	75000748 / 74115609 / +1.2%	144963000 / 158677225 / -8.6%	0.52 / 0.47 / +10.8%
fineweb_q03/datafusion:parquet	74623334 / 72982728 / +2.2%	138272932 / 152194458 / -9.1%	0.54 / 0.48 / +12.5%
fineweb_q04/datafusion:parquet	81940822 / 82414498 / -0.6%	139881465 / 162348821 / -13.8% 🟢	0.59 / 0.51 / +15.4%
fineweb_q05/datafusion:parquet	80497004 / 80565338 / -0.1%	143644017 / 153085603 / -6.2%	0.56 / 0.53 / +6.5%
fineweb_q06/datafusion:parquet	75862888 / 76298104 / -0.6%	147312864 / 154042722 / -4.4%	0.51 / 0.50 / +4.0%
fineweb_q07/datafusion:parquet	75299643 / 75313544 / -0.0%	146270655 / 153540760 / -4.7%	0.51 / 0.49 / +5.0%
fineweb_q08/datafusion:parquet	73736700 / 74206470 / -0.6%	141870866 / 159145075 / -10.9% 🟢	0.52 / 0.47 / +11.5%

duckdb / vortex-compact / ns (0.988x ➖, 1↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:vortex-compact	2167655 / 2455924 / -11.7% 🟢	7953676 / 7477479 / +6.4%	0.27 / 0.33 / -17.0%
fineweb_q01/duckdb:vortex-compact	43090486 / 44358571 / -2.9%	66292172 / 65873649 / +0.6%	0.65 / 0.67 / -3.5%
fineweb_q02/duckdb:vortex-compact	43463832 / 43821170 / -0.8%	65364472 / 68221397 / -4.2%	0.66 / 0.64 / +3.5%
fineweb_q03/duckdb:vortex-compact	181914216 / 189112816 / -3.8%	219397782 / 210274113 / +4.3%	0.83 / 0.90 / -7.8%
fineweb_q04/duckdb:vortex-compact	194023808 / 187170410 / +3.7%	209600052 / 247422321 / -15.3% 🟢	0.93 / 0.76 / +22.4%
fineweb_q05/duckdb:vortex-compact	184443720 / 175782598 / +4.9%	197933974 / 221487419 / -10.6% 🟢	0.93 / 0.79 / +17.4%
fineweb_q06/duckdb:vortex-compact	88935074 / 90174264 / -1.4%	135360970 / 137912609 / -1.9%	0.66 / 0.65 / +0.5%
fineweb_q07/duckdb:vortex-compact	89569702 / 90061144 / -0.5%	133113995 / 134491681 / -1.0%	0.67 / 0.67 / +0.5%
fineweb_q08/duckdb:vortex-compact	5520118 / 5388162 / +2.4%	11403535 / 10560978 / +8.0%	0.48 / 0.51 / -5.1%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:parquet	24165749 / 23864348 / +1.3%	28042107 / 29664754 / -5.5%	0.86 / 0.80 / +7.1%
fineweb_q01/duckdb:parquet	55086832 / 56599934 / -2.7%	74916615 / 78832857 / -5.0%	0.74 / 0.72 / +2.4%
fineweb_q02/duckdb:parquet	59217192 / 60041978 / -1.4%	82624322 / 80243734 / +3.0%	0.72 / 0.75 / -4.2%
fineweb_q03/duckdb:parquet	118488411 / 120643270 / -1.8%	187978183 / 187969167 / +0.0%	0.63 / 0.64 / -1.8%
fineweb_q04/duckdb:parquet	162214124 / 162233210 / -0.0%	215190214 / 217420062 / -1.0%	0.75 / 0.75 / +1.0%
fineweb_q05/duckdb:parquet	158650722 / 159977721 / -0.8%	209541926 / 203515222 / +3.0%	0.76 / 0.79 / -3.7%
fineweb_q06/duckdb:parquet	89484962 / 89631960 / -0.2%	152324552 / 151006499 / +0.9%	0.59 / 0.59 / -1.0%
fineweb_q07/duckdb:parquet	93725812 / 92667594 / +1.1%	147516363 / 154128561 / -4.3%	0.64 / 0.60 / +5.7%
fineweb_q08/duckdb:parquet	29848208 / 29713728 / +0.5%	31068397 / 31298972 / -0.7%	0.96 / 0.95 / +1.2%

github-actions · 2026-10-29T19:25:25Z

Benchmarks: Clickbench Sorted on NVME 📖

Commits: PR 98f50a38 vs base f3aef93b
Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.9%
Engines: DataFusion No clear signal (+1.1%, low confidence) · DuckDB No clear signal (+2.8%, environment too noisy confidence)
Vortex (geomean): hot 0.999x ➖ · cold 1.086x ➖
Parquet (geomean): hot 0.980x ➖ · cold 1.010x ➖
Shifts: Parquet (control) -2.0% · Median polish -0.1%

How to read Verdict and Engines

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

datafusion / vortex-compact / ns (1.006x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/datafusion:vortex-compact	191634718 / 196611496 / -2.5%	440621469 / 444887990 / -1.0%	0.43 / 0.44 / -1.6%
clickbench-sorted_q24/datafusion:vortex-compact	17737013 / 18507630 / -4.2%	54819407 / 50276365 / +9.0%	0.32 / 0.37 / -12.1%
clickbench-sorted_q26/datafusion:vortex-compact	19302294 / 18587288 / +3.8%	52489135 / 51933297 / +1.1%	0.37 / 0.36 / +2.7%
clickbench-sorted_q36/datafusion:vortex-compact	26551812 / 25792416 / +2.9%	75962871 / 66285852 / +14.6% 🔴	0.35 / 0.39 / -10.2%
clickbench-sorted_q37/datafusion:vortex-compact	22116918 / 21535758 / +2.7%	72302121 / 65371752 / +10.6% 🔴	0.31 / 0.33 / -7.1%
clickbench-sorted_q38/datafusion:vortex-compact	21027104 / 21181528 / -0.7%	71387712 / 64065916 / +11.4% 🔴	0.29 / 0.33 / -10.9%
clickbench-sorted_q39/datafusion:vortex-compact	43794506 / 41792152 / +4.8%	88938335 / 81248545 / +9.5%	0.49 / 0.51 / -4.3%
clickbench-sorted_q40/datafusion:vortex-compact	14257953 / 13974902 / +2.0%	46919080 / 42919070 / +9.3%	0.30 / 0.33 / -6.7%
clickbench-sorted_q41/datafusion:vortex-compact	14047894 / 14863293 / -5.5%	49441791 / 41131473 / +20.2% 🔴	0.28 / 0.36 / -21.4%
clickbench-sorted_q42/datafusion:vortex-compact	11199550 / 10806542 / +3.6%	40337887 / 37336472 / +8.0%	0.28 / 0.29 / -4.1%

datafusion / parquet / ns (0.996x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/datafusion:parquet	754998736 / 754262396 / +0.1%	975631179 / 962316006 / +1.4%	0.77 / 0.78 / -1.3%
clickbench-sorted_q24/datafusion:parquet	9344394 / 9431386 / -0.9%	74935248 / 74548501 / +0.5%	0.12 / 0.13 / -1.4%
clickbench-sorted_q26/datafusion:parquet	8941891 / 9354780 / -4.4%	72476908 / 70766226 / +2.4%	0.12 / 0.13 / -6.7%
clickbench-sorted_q36/datafusion:parquet	93542596 / 93059244 / +0.5%	173957085 / 168863291 / +3.0%	0.54 / 0.55 / -2.4%
clickbench-sorted_q37/datafusion:parquet	63814442 / 63585187 / +0.4%	133634320 / 131943767 / +1.3%	0.48 / 0.48 / -0.9%
clickbench-sorted_q38/datafusion:parquet	87498404 / 87189590 / +0.4%	164323618 / 161796255 / +1.6%	0.53 / 0.54 / -1.2%
clickbench-sorted_q39/datafusion:parquet	159507726 / 158849753 / +0.4%	238913330 / 238551425 / +0.2%	0.67 / 0.67 / +0.3%
clickbench-sorted_q40/datafusion:parquet	44223514 / 44175298 / +0.1%	115556304 / 112529107 / +2.7%	0.38 / 0.39 / -2.5%
clickbench-sorted_q41/datafusion:parquet	41778058 / 41541906 / +0.6%	116635316 / 109755066 / +6.3%	0.36 / 0.38 / -5.4%
clickbench-sorted_q42/datafusion:parquet	25530964 / 25802514 / -1.1%	87946648 / 87542454 / +0.5%	0.29 / 0.29 / -1.5%

duckdb / vortex-compact / ns (0.992x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/duckdb:vortex-compact	37461102 / 39119832 / -4.2%	68327239 / 62598317 / +9.2%	0.55 / 0.62 / -12.3%
clickbench-sorted_q24/duckdb:vortex-compact	10942371 / 11003472 / -0.6%	28179353 / 30398625 / -7.3%	0.39 / 0.36 / +7.3%
clickbench-sorted_q26/duckdb:vortex-compact	11085636 / 11218870 / -1.2%	34213648 / 29279527 / +16.9% 🔴	0.32 / 0.38 / -15.4%
clickbench-sorted_q36/duckdb:vortex-compact	25980930 / 26145865 / -0.6%	63945933 / 56277791 / +13.6% 🔴	0.41 / 0.46 / -12.5%
clickbench-sorted_q37/duckdb:vortex-compact	21237720 / 21370218 / -0.6%	57194846 / 52634661 / +8.7%	0.37 / 0.41 / -8.5%
clickbench-sorted_q38/duckdb:vortex-compact	22298023 / 21888777 / +1.9%	59937767 / 54244998 / +10.5% 🔴	0.37 / 0.40 / -7.8%
clickbench-sorted_q39/duckdb:vortex-compact	49868904 / 50190364 / -0.6%	94025698 / 79487067 / +18.3% 🔴	0.53 / 0.63 / -16.0%
clickbench-sorted_q40/duckdb:vortex-compact	11684460 / 12194054 / -4.2%	36222499 / 33385795 / +8.5%	0.32 / 0.37 / -11.7%
clickbench-sorted_q41/duckdb:vortex-compact	12927150 / 12980178 / -0.4%	37220012 / 35705365 / +4.2%	0.35 / 0.36 / -4.5%
clickbench-sorted_q42/duckdb:vortex-compact	9150210 / 8929724 / +2.5%	29039981 / 28806102 / +0.8%	0.32 / 0.31 / +1.6%

duckdb / parquet / ns (0.965x ➖, 2↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench-sorted_q23/duckdb:parquet	143024847 / 140895994 / +1.5%	170730356 / 181844143 / -6.1%	0.84 / 0.77 / +8.1%
clickbench-sorted_q24/duckdb:parquet	18194013 / 18194358 / -0.0%	23097330 / 23714278 / -2.6%	0.79 / 0.77 / +2.7%
clickbench-sorted_q26/duckdb:parquet	16681956 / 18866288 / -11.6% 🟢	23345708 / 25122815 / -7.1%	0.71 / 0.75 / -4.8%
clickbench-sorted_q36/duckdb:parquet	48684288 / 49486045 / -1.6%	66311347 / 59392710 / +11.6% 🔴	0.73 / 0.83 / -11.9%
clickbench-sorted_q37/duckdb:parquet	36653573 / 40775874 / -10.1% 🟢	49730368 / 48384881 / +2.8%	0.74 / 0.84 / -12.5%
clickbench-sorted_q38/duckdb:parquet	44428860 / 45142626 / -1.6%	60814966 / 56701076 / +7.3%	0.73 / 0.80 / -8.2%
clickbench-sorted_q39/duckdb:parquet	77063684 / 80527200 / -4.3%	90133048 / 90108753 / +0.0%	0.85 / 0.89 / -4.3%
clickbench-sorted_q40/duckdb:parquet	23086476 / 24680914 / -6.5%	32999231 / 35261916 / -6.4%	0.70 / 0.70 / -0.0%
clickbench-sorted_q41/duckdb:parquet	24530072 / 25058689 / -2.1%	33010081 / 32847256 / +0.5%	0.74 / 0.76 / -2.6%
clickbench-sorted_q42/duckdb:parquet	18450936 / 18038498 / +2.3%	26214093 / 25520703 / +2.7%	0.70 / 0.71 / -0.4%

github-actions · 2026-10-29T19:26:28Z

Benchmarks: TPC-H SF=1 on NVME 📖

Commits: PR 98f50a38 vs base 85466bb6
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.2%
Engines: DataFusion No clear signal (-0.8%, low confidence) · DuckDB No clear signal (+0.4%, low confidence)
Vortex (geomean): hot 0.999x ➖ · cold 0.983x ➖
Parquet (geomean): hot 1.001x ➖ · cold 0.983x ➖
Shifts: Parquet (control) +0.1% · Median polish +0.0%

How to read Verdict and Engines

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

datafusion / vortex-compact / ns (0.992x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-compact	16201123 / 16447128 / -1.5%	42731410 / 44009258 / -2.9%	0.38 / 0.37 / +1.4%
tpch_q02/datafusion:vortex-compact	18395012 / 17970448 / +2.4%	36903088 / 37254145 / -0.9%	0.50 / 0.48 / +3.3%
tpch_q03/datafusion:vortex-compact	20292917 / 20539312 / -1.2%	45242069 / 47714203 / -5.2%	0.45 / 0.43 / +4.2%
tpch_q04/datafusion:vortex-compact	10896133 / 11353972 / -4.0%	32696221 / 33933006 / -3.6%	0.33 / 0.33 / -0.4%
tpch_q05/datafusion:vortex-compact	37406016 / 38068465 / -1.7%	64286293 / 67700150 / -5.0%	0.58 / 0.56 / +3.5%
tpch_q06/datafusion:vortex-compact	6947092 / 6616812 / +5.0%	26338317 / 28930602 / -9.0%	0.26 / 0.23 / +15.3%
tpch_q07/datafusion:vortex-compact	52751932 / 52849952 / -0.2%	72490360 / 76066526 / -4.7%	0.73 / 0.69 / +4.7%
tpch_q08/datafusion:vortex-compact	51883676 / 52675454 / -1.5%	72746742 / 79431759 / -8.4%	0.71 / 0.66 / +7.5%
tpch_q09/datafusion:vortex-compact	48738369 / 49657475 / -1.9%	75852064 / 71827072 / +5.6%	0.64 / 0.69 / -7.1%
tpch_q10/datafusion:vortex-compact	19323117 / 19580516 / -1.3%	47224048 / 49684539 / -5.0%	0.41 / 0.39 / +3.8%
tpch_q11/datafusion:vortex-compact	14450432 / 14715646 / -1.8%	34302092 / 34672064 / -1.1%	0.42 / 0.42 / -0.7%
tpch_q12/datafusion:vortex-compact	19769769 / 20236725 / -2.3%	41788409 / 41231428 / +1.4%	0.47 / 0.49 / -3.6%
tpch_q13/datafusion:vortex-compact	20710787 / 20170108 / +2.7%	40392306 / 41243463 / -2.1%	0.51 / 0.49 / +4.8%
tpch_q14/datafusion:vortex-compact	15504747 / 15437810 / +0.4%	39117840 / 39035683 / +0.2%	0.40 / 0.40 / +0.2%
tpch_q15/datafusion:vortex-compact	20504436 / 20335634 / +0.8%	46906600 / 47455631 / -1.2%	0.44 / 0.43 / +2.0%
tpch_q16/datafusion:vortex-compact	18860180 / 19131130 / -1.4%	39556900 / 39463414 / +0.2%	0.48 / 0.48 / -1.6%
tpch_q17/datafusion:vortex-compact	28687804 / 28398559 / +1.0%	59289212 / 58962885 / +0.6%	0.48 / 0.48 / +0.5%
tpch_q18/datafusion:vortex-compact	36443098 / 36406498 / +0.1%	60034069 / 57814507 / +3.8%	0.61 / 0.63 / -3.6%
tpch_q19/datafusion:vortex-compact	13413300 / 14087904 / -4.8%	39563625 / 40392842 / -2.1%	0.34 / 0.35 / -2.8%
tpch_q20/datafusion:vortex-compact	21392853 / 21238458 / +0.7%	44518184 / 44628218 / -0.2%	0.48 / 0.48 / +1.0%
tpch_q21/datafusion:vortex-compact	40822432 / 41035921 / -0.5%	71556616 / 70463873 / +1.6%	0.57 / 0.58 / -2.0%
tpch_q22/datafusion:vortex-compact	10864630 / 11466628 / -5.3%	31533363 / 32368505 / -2.6%	0.34 / 0.35 / -2.7%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	72172874 / 72158774 / +0.0%	88789459 / 94117819 / -5.7%	0.81 / 0.77 / +6.0%
tpch_q02/datafusion:parquet	76418497 / 76209768 / +0.3%	93075806 / 98893321 / -5.9%	0.82 / 0.77 / +6.5%
tpch_q03/datafusion:parquet	83887039 / 84516191 / -0.7%	102370625 / 103869548 / -1.4%	0.82 / 0.81 / +0.7%
tpch_q04/datafusion:parquet	40868616 / 40705868 / +0.4%	58925552 / 63521931 / -7.2%	0.69 / 0.64 / +8.2%
tpch_q05/datafusion:parquet	112039899 / 111921822 / +0.1%	137242610 / 142323695 / -3.6%	0.82 / 0.79 / +3.8%
tpch_q06/datafusion:parquet	32063714 / 31772096 / +0.9%	47776992 / 49412998 / -3.3%	0.67 / 0.64 / +4.4%
tpch_q07/datafusion:parquet	115469505 / 115183146 / +0.2%	138743508 / 142460715 / -2.6%	0.83 / 0.81 / +2.9%
tpch_q08/datafusion:parquet	119636665 / 119570126 / +0.1%	145150646 / 145747185 / -0.4%	0.82 / 0.82 / +0.5%
tpch_q09/datafusion:parquet	139721096 / 140090983 / -0.3%	166755303 / 176600547 / -5.6%	0.84 / 0.79 / +5.6%
tpch_q10/datafusion:parquet	106177783 / 106735616 / -0.5%	128883063 / 137219801 / -6.1%	0.82 / 0.78 / +5.9%
tpch_q11/datafusion:parquet	61434128 / 60212326 / +2.0%	81719094 / 82203007 / -0.6%	0.75 / 0.73 / +2.6%
tpch_q12/datafusion:parquet	65583728 / 64575471 / +1.6%	82918462 / 88827541 / -6.7%	0.79 / 0.73 / +8.8%
tpch_q13/datafusion:parquet	146720298 / 147132901 / -0.3%	167577505 / 170607064 / -1.8%	0.88 / 0.86 / +1.5%
tpch_q14/datafusion:parquet	47686604 / 47963969 / -0.6%	69233955 / 71360907 / -3.0%	0.69 / 0.67 / +2.5%
tpch_q15/datafusion:parquet	74594450 / 75213460 / -0.8%	95882422 / 98681625 / -2.8%	0.78 / 0.76 / +2.1%
tpch_q16/datafusion:parquet	43667134 / 43767764 / -0.2%	62290879 / 61433703 / +1.4%	0.70 / 0.71 / -1.6%
tpch_q17/datafusion:parquet	124415397 / 124275310 / +0.1%	146158371 / 147738539 / -1.1%	0.85 / 0.84 / +1.2%
tpch_q18/datafusion:parquet	123797608 / 123692745 / +0.1%	143709661 / 148108275 / -3.0%	0.86 / 0.84 / +3.1%
tpch_q19/datafusion:parquet	57749514 / 58387677 / -1.1%	81451273 / 84297357 / -3.4%	0.71 / 0.69 / +2.4%
tpch_q20/datafusion:parquet	78901573 / 79418276 / -0.7%	101302866 / 105527372 / -4.0%	0.78 / 0.75 / +3.5%
tpch_q21/datafusion:parquet	116239757 / 116459208 / -0.2%	143854086 / 144412502 / -0.4%	0.81 / 0.81 / +0.2%
tpch_q22/datafusion:parquet	52208915 / 51641172 / +1.1%	71286661 / 69705611 / +2.3%	0.73 / 0.74 / -1.1%

duckdb / vortex-compact / ns (1.006x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-compact	10668916 / 10188529 / +4.7%	21311593 / 21942742 / -2.9%	0.50 / 0.46 / +7.8%
tpch_q02/duckdb:vortex-compact	19161551 / 19382956 / -1.1%	28416595 / 26956489 / +5.4%	0.67 / 0.72 / -6.2%
tpch_q03/duckdb:vortex-compact	19324039 / 19403758 / -0.4%	34237623 / 34831544 / -1.7%	0.56 / 0.56 / +1.3%
tpch_q04/duckdb:vortex-compact	12819187 / 12765426 / +0.4%	24118457 / 24840810 / -2.9%	0.53 / 0.51 / +3.4%
tpch_q05/duckdb:vortex-compact	21329414 / 21123781 / +1.0%	34088902 / 33587733 / +1.5%	0.63 / 0.63 / -0.5%
tpch_q06/duckdb:vortex-compact	5218440 / 5168256 / +1.0%	15217723 / 15822174 / -3.8%	0.34 / 0.33 / +5.0%
tpch_q07/duckdb:vortex-compact	25955471 / 25674110 / +1.1%	40244836 / 41799974 / -3.7%	0.64 / 0.61 / +5.0%
tpch_q08/duckdb:vortex-compact	22591514 / 21895022 / +3.2%	36440491 / 37748801 / -3.5%	0.62 / 0.58 / +6.9%
tpch_q09/duckdb:vortex-compact	25118849 / 24800566 / +1.3%	38179543 / 39303799 / -2.9%	0.66 / 0.63 / +4.3%
tpch_q10/duckdb:vortex-compact	37949357 / 37553703 / +1.1%	52113942 / 51772995 / +0.7%	0.73 / 0.73 / +0.4%
tpch_q11/duckdb:vortex-compact	8741225 / 8743039 / -0.0%	17337081 / 17361190 / -0.1%	0.50 / 0.50 / +0.1%
tpch_q12/duckdb:vortex-compact	17409842 / 17082386 / +1.9%	28581818 / 29161991 / -2.0%	0.61 / 0.59 / +4.0%
tpch_q13/duckdb:vortex-compact	26645302 / 26626681 / +0.1%	35029001 / 35309805 / -0.8%	0.76 / 0.75 / +0.9%
tpch_q14/duckdb:vortex-compact	12538028 / 12375469 / +1.3%	25536743 / 25854452 / -1.2%	0.49 / 0.48 / +2.6%
tpch_q15/duckdb:vortex-compact	9717364 / 9844630 / -1.3%	21505682 / 22398343 / -4.0%	0.45 / 0.44 / +2.8%
tpch_q16/duckdb:vortex-compact	17300386 / 17493389 / -1.1%	23437962 / 23403841 / +0.1%	0.74 / 0.75 / -1.2%
tpch_q17/duckdb:vortex-compact	13072529 / 13087843 / -0.1%	26874386 / 27704403 / -3.0%	0.49 / 0.47 / +3.0%
tpch_q18/duckdb:vortex-compact	24129052 / 24707424 / -2.3%	33093860 / 33690769 / -1.8%	0.73 / 0.73 / -0.6%
tpch_q19/duckdb:vortex-compact	14384762 / 14116236 / +1.9%	26445702 / 27629974 / -4.3%	0.54 / 0.51 / +6.5%
tpch_q20/duckdb:vortex-compact	19037141 / 19281422 / -1.3%	33498935 / 33399940 / +0.3%	0.57 / 0.58 / -1.6%
tpch_q21/duckdb:vortex-compact	38850967 / 38528173 / +0.8%	54619348 / 56138694 / -2.7%	0.71 / 0.69 / +3.6%
tpch_q22/duckdb:vortex-compact	23674077 / 23524497 / +0.6%	33632115 / 33698349 / -0.2%	0.70 / 0.70 / +0.8%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	48316143 / 48321265 / -0.0%	54873677 / 55061013 / -0.3%	0.88 / 0.88 / +0.3%
tpch_q02/duckdb:parquet	48837409 / 48965312 / -0.3%	55850543 / 56273269 / -0.8%	0.87 / 0.87 / +0.5%
tpch_q03/duckdb:parquet	60847962 / 60374784 / +0.8%	68344802 / 69328052 / -1.4%	0.89 / 0.87 / +2.2%
tpch_q04/duckdb:parquet	35154615 / 35085494 / +0.2%	43713214 / 44480994 / -1.7%	0.80 / 0.79 / +2.0%
tpch_q05/duckdb:parquet	67764554 / 67810585 / -0.1%	77181614 / 78699631 / -1.9%	0.88 / 0.86 / +1.9%
tpch_q06/duckdb:parquet	21982631 / 22183866 / -0.9%	27525514 / 27868199 / -1.2%	0.80 / 0.80 / +0.3%
tpch_q07/duckdb:parquet	64612768 / 64341721 / +0.4%	73875137 / 74700212 / -1.1%	0.87 / 0.86 / +1.5%
tpch_q08/duckdb:parquet	76399292 / 76285144 / +0.1%	87583994 / 87455325 / +0.1%	0.87 / 0.87 / +0.0%
tpch_q09/duckdb:parquet	108397038 / 108321790 / +0.1%	120319056 / 120548383 / -0.2%	0.90 / 0.90 / +0.3%
tpch_q10/duckdb:parquet	106851002 / 106502347 / +0.3%	117696528 / 118492854 / -0.7%	0.91 / 0.90 / +1.0%
tpch_q11/duckdb:parquet	29680838 / 29891750 / -0.7%	35607980 / 35237059 / +1.1%	0.83 / 0.85 / -1.7%
tpch_q12/duckdb:parquet	38261837 / 38017243 / +0.6%	44349124 / 45321727 / -2.1%	0.86 / 0.84 / +2.9%
tpch_q13/duckdb:parquet	176137992 / 175531897 / +0.3%	185105340 / 182662916 / +1.3%	0.95 / 0.96 / -1.0%
tpch_q14/duckdb:parquet	43017052 / 43251268 / -0.5%	51408760 / 51389023 / +0.0%	0.84 / 0.84 / -0.6%
tpch_q15/duckdb:parquet	33095482 / 32979087 / +0.4%	41211370 / 42072281 / -2.0%	0.80 / 0.78 / +2.4%
tpch_q16/duckdb:parquet	48289529 / 47725257 / +1.2%	53681373 / 53380916 / +0.6%	0.90 / 0.89 / +0.6%
tpch_q17/duckdb:parquet	48474075 / 48349596 / +0.3%	58050141 / 58196947 / -0.3%	0.84 / 0.83 / +0.5%
tpch_q18/duckdb:parquet	75008032 / 75005958 / +0.0%	81112598 / 81494205 / -0.5%	0.92 / 0.92 / +0.5%
tpch_q19/duckdb:parquet	50821176 / 50449906 / +0.7%	58383644 / 56914382 / +2.6%	0.87 / 0.89 / -1.8%
tpch_q20/duckdb:parquet	64007039 / 63964403 / +0.1%	73653170 / 75273184 / -2.2%	0.87 / 0.85 / +2.3%
tpch_q21/duckdb:parquet	107453274 / 107404804 / +0.0%	115937732 / 116587137 / -0.6%	0.93 / 0.92 / +0.6%
tpch_q22/duckdb:parquet	51261036 / 51015500 / +0.5%	59360160 / 59131844 / +0.4%	0.86 / 0.86 / +0.1%

github-actions · 2026-10-29T19:27:36Z

Benchmarks: TPC-H SF=10 on NVME 📖

Commits: PR c3a54a8e vs base none
Vortex (geomean): no vortex data
Parquet (geomean): no parquet data

The baseline could not be read from the benchmarks database; PR measurements are shown without comparison.

datafusion / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-compact	98357582 / — / no baseline	152218818 / — / no baseline	0.65 / — / no baseline
tpch_q02/datafusion:vortex-compact	64507133 / — / no baseline	95360676 / — / no baseline	0.68 / — / no baseline
tpch_q03/datafusion:vortex-compact	67299758 / — / no baseline	111844010 / — / no baseline	0.60 / — / no baseline
tpch_q04/datafusion:vortex-compact	38081852 / — / no baseline	66833428 / — / no baseline	0.57 / — / no baseline
tpch_q05/datafusion:vortex-compact	121084145 / — / no baseline	188586159 / — / no baseline	0.64 / — / no baseline
tpch_q06/datafusion:vortex-compact	15834322 / — / no baseline	52404936 / — / no baseline	0.30 / — / no baseline
tpch_q07/datafusion:vortex-compact	140312329 / — / no baseline	194636206 / — / no baseline	0.72 / — / no baseline
tpch_q08/datafusion:vortex-compact	144600875 / — / no baseline	215318335 / — / no baseline	0.67 / — / no baseline
tpch_q09/datafusion:vortex-compact	186294426 / — / no baseline	343821126 / — / no baseline	0.54 / — / no baseline
tpch_q10/datafusion:vortex-compact	79044694 / — / no baseline	125334974 / — / no baseline	0.63 / — / no baseline
tpch_q11/datafusion:vortex-compact	44261901 / — / no baseline	66468379 / — / no baseline	0.67 / — / no baseline
tpch_q12/datafusion:vortex-compact	47025732 / — / no baseline	77207788 / — / no baseline	0.61 / — / no baseline
tpch_q13/datafusion:vortex-compact	56799371 / — / no baseline	87718486 / — / no baseline	0.65 / — / no baseline
tpch_q14/datafusion:vortex-compact	25456622 / — / no baseline	87627353 / — / no baseline	0.29 / — / no baseline
tpch_q15/datafusion:vortex-compact	45974226 / — / no baseline	93759734 / — / no baseline	0.49 / — / no baseline
tpch_q16/datafusion:vortex-compact	38051243 / — / no baseline	67257642 / — / no baseline	0.57 / — / no baseline
tpch_q17/datafusion:vortex-compact	174336444 / — / no baseline	218179681 / — / no baseline	0.80 / — / no baseline
tpch_q18/datafusion:vortex-compact	203980128 / — / no baseline	267925632 / — / no baseline	0.76 / — / no baseline
tpch_q19/datafusion:vortex-compact	35095848 / — / no baseline	83968121 / — / no baseline	0.42 / — / no baseline
tpch_q20/datafusion:vortex-compact	65203327 / — / no baseline	114137981 / — / no baseline	0.57 / — / no baseline
tpch_q21/datafusion:vortex-compact	186314680 / — / no baseline	238535107 / — / no baseline	0.78 / — / no baseline
tpch_q22/datafusion:vortex-compact	26645354 / — / no baseline	52309478 / — / no baseline	0.51 / — / no baseline

datafusion / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	87519979 / — / no baseline	124716087 / — / no baseline	0.70 / — / no baseline
tpch_q02/datafusion:parquet	175619984 / — / no baseline	200714756 / — / no baseline	0.87 / — / no baseline
tpch_q03/datafusion:parquet	138246132 / — / no baseline	181991607 / — / no baseline	0.76 / — / no baseline
tpch_q04/datafusion:parquet	58898419 / — / no baseline	96596927 / — / no baseline	0.61 / — / no baseline
tpch_q05/datafusion:parquet	169417159 / — / no baseline	224069553 / — / no baseline	0.76 / — / no baseline
tpch_q06/datafusion:parquet	37126545 / — / no baseline	75815890 / — / no baseline	0.49 / — / no baseline
tpch_q07/datafusion:parquet	217578600 / — / no baseline	270912034 / — / no baseline	0.80 / — / no baseline
tpch_q08/datafusion:parquet	220435651 / — / no baseline	290069938 / — / no baseline	0.76 / — / no baseline
tpch_q09/datafusion:parquet	312591380 / — / no baseline	380873487 / — / no baseline	0.82 / — / no baseline
tpch_q10/datafusion:parquet	321964261 / — / no baseline	377056307 / — / no baseline	0.85 / — / no baseline
tpch_q11/datafusion:parquet	126516786 / — / no baseline	149128418 / — / no baseline	0.85 / — / no baseline
tpch_q12/datafusion:parquet	84239021 / — / no baseline	120703684 / — / no baseline	0.70 / — / no baseline
tpch_q13/datafusion:parquet	216453620 / — / no baseline	248512154 / — / no baseline	0.87 / — / no baseline
tpch_q14/datafusion:parquet	87677416 / — / no baseline	194520316 / — / no baseline	0.45 / — / no baseline
tpch_q15/datafusion:parquet	104755914 / — / no baseline	154570553 / — / no baseline	0.68 / — / no baseline
tpch_q16/datafusion:parquet	97237838 / — / no baseline	125036049 / — / no baseline	0.78 / — / no baseline
tpch_q17/datafusion:parquet	213646718 / — / no baseline	259172152 / — / no baseline	0.82 / — / no baseline
tpch_q18/datafusion:parquet	272415272 / — / no baseline	315036525 / — / no baseline	0.86 / — / no baseline
tpch_q19/datafusion:parquet	108797070 / — / no baseline	169973903 / — / no baseline	0.64 / — / no baseline
tpch_q20/datafusion:parquet	189667478 / — / no baseline	248773413 / — / no baseline	0.76 / — / no baseline
tpch_q21/datafusion:parquet	248442364 / — / no baseline	315304972 / — / no baseline	0.79 / — / no baseline
tpch_q22/datafusion:parquet	154024393 / — / no baseline	178661023 / — / no baseline	0.86 / — / no baseline

duckdb / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-compact	45547896 / — / no baseline	78080716 / — / no baseline	0.58 / — / no baseline
tpch_q02/duckdb:vortex-compact	40595943 / — / no baseline	56965071 / — / no baseline	0.71 / — / no baseline
tpch_q03/duckdb:vortex-compact	58284863 / — / no baseline	95775414 / — / no baseline	0.61 / — / no baseline
tpch_q04/duckdb:vortex-compact	53039211 / — / no baseline	79211694 / — / no baseline	0.67 / — / no baseline
tpch_q05/duckdb:vortex-compact	71499475 / — / no baseline	103131970 / — / no baseline	0.69 / — / no baseline
tpch_q06/duckdb:vortex-compact	19517951 / — / no baseline	52466006 / — / no baseline	0.37 / — / no baseline
tpch_q07/duckdb:vortex-compact	62886886 / — / no baseline	106452427 / — / no baseline	0.59 / — / no baseline
tpch_q08/duckdb:vortex-compact	90812150 / — / no baseline	127393496 / — / no baseline	0.71 / — / no baseline
tpch_q09/duckdb:vortex-compact	105023003 / — / no baseline	155401811 / — / no baseline	0.68 / — / no baseline
tpch_q10/duckdb:vortex-compact	102389547 / — / no baseline	140723579 / — / no baseline	0.73 / — / no baseline
tpch_q11/duckdb:vortex-compact	14089256 / — / no baseline	27497769 / — / no baseline	0.51 / — / no baseline
tpch_q12/duckdb:vortex-compact	58113329 / — / no baseline	82332315 / — / no baseline	0.71 / — / no baseline
tpch_q13/duckdb:vortex-compact	77314481 / — / no baseline	98236358 / — / no baseline	0.79 / — / no baseline
tpch_q14/duckdb:vortex-compact	32740361 / — / no baseline	70353939 / — / no baseline	0.47 / — / no baseline
tpch_q15/duckdb:vortex-compact	30290391 / — / no baseline	67340475 / — / no baseline	0.45 / — / no baseline
tpch_q16/duckdb:vortex-compact	53402989 / — / no baseline	63312053 / — / no baseline	0.84 / — / no baseline
tpch_q17/duckdb:vortex-compact	36516620 / — / no baseline	65126445 / — / no baseline	0.56 / — / no baseline
tpch_q18/duckdb:vortex-compact	101818570 / — / no baseline	118174920 / — / no baseline	0.86 / — / no baseline
tpch_q19/duckdb:vortex-compact	32977731 / — / no baseline	76150532 / — / no baseline	0.43 / — / no baseline
tpch_q20/duckdb:vortex-compact	48824519 / — / no baseline	98639772 / — / no baseline	0.49 / — / no baseline
tpch_q21/duckdb:vortex-compact	106043318 / — / no baseline	147749493 / — / no baseline	0.72 / — / no baseline
tpch_q22/duckdb:vortex-compact	39159974 / — / no baseline	56427855 / — / no baseline	0.69 / — / no baseline

duckdb / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	69040649 / — / no baseline	93510043 / — / no baseline	0.74 / — / no baseline
tpch_q02/duckdb:parquet	87262100 / — / no baseline	99563140 / — / no baseline	0.88 / — / no baseline
tpch_q03/duckdb:parquet	112018850 / — / no baseline	144224602 / — / no baseline	0.78 / — / no baseline
tpch_q04/duckdb:parquet	77098537 / — / no baseline	99171456 / — / no baseline	0.78 / — / no baseline
tpch_q05/duckdb:parquet	124152141 / — / no baseline	157736741 / — / no baseline	0.79 / — / no baseline
tpch_q06/duckdb:parquet	35813781 / — / no baseline	61131189 / — / no baseline	0.59 / — / no baseline
tpch_q07/duckdb:parquet	117464765 / — / no baseline	156556099 / — / no baseline	0.75 / — / no baseline
tpch_q08/duckdb:parquet	148298955 / — / no baseline	194923035 / — / no baseline	0.76 / — / no baseline
tpch_q09/duckdb:parquet	237998474 / — / no baseline	284200894 / — / no baseline	0.84 / — / no baseline
tpch_q10/duckdb:parquet	319203702 / — / no baseline	342546557 / — / no baseline	0.93 / — / no baseline
tpch_q11/duckdb:parquet	43798782 / — / no baseline	50936726 / — / no baseline	0.86 / — / no baseline
tpch_q12/duckdb:parquet	72355441 / — / no baseline	92334769 / — / no baseline	0.78 / — / no baseline
tpch_q13/duckdb:parquet	293764947 / — / no baseline	311005577 / — / no baseline	0.94 / — / no baseline
tpch_q14/duckdb:parquet	101827820 / — / no baseline	140321987 / — / no baseline	0.73 / — / no baseline
tpch_q15/duckdb:parquet	58775733 / — / no baseline	86469386 / — / no baseline	0.68 / — / no baseline
tpch_q16/duckdb:parquet	101339724 / — / no baseline	108240803 / — / no baseline	0.94 / — / no baseline
tpch_q17/duckdb:parquet	81881002 / — / no baseline	115745257 / — / no baseline	0.71 / — / no baseline
tpch_q18/duckdb:parquet	157347941 / — / no baseline	169977650 / — / no baseline	0.93 / — / no baseline
tpch_q19/duckdb:parquet	99097920 / — / no baseline	134459723 / — / no baseline	0.74 / — / no baseline
tpch_q20/duckdb:parquet	147957527 / — / no baseline	192393254 / — / no baseline	0.77 / — / no baseline
tpch_q21/duckdb:parquet	254788520 / — / no baseline	282804642 / — / no baseline	0.90 / — / no baseline
tpch_q22/duckdb:parquet	169258736 / — / no baseline	183804599 / — / no baseline	0.92 / — / no baseline

github-actions · 2026-10-29T19:27:49Z

Benchmarks: Statistical and Population Genetics 📖

Commits: PR c3a54a8e vs base none
Vortex (geomean): no vortex data
Parquet (geomean): no parquet data

The baseline could not be read from the benchmarks database; PR measurements are shown without comparison.

datafusion / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
statpopgen_q00/datafusion:vortex-compact	1827366 / — / no baseline	6487284 / — / no baseline	0.28 / — / no baseline
statpopgen_q01/datafusion:vortex-compact	22954060 / — / no baseline	23298638 / — / no baseline	0.99 / — / no baseline
statpopgen_q02/datafusion:vortex-compact	134811618 / — / no baseline	150959793 / — / no baseline	0.89 / — / no baseline
statpopgen_q03/datafusion:vortex-compact	390609034 / — / no baseline	415113277 / — / no baseline	0.94 / — / no baseline
statpopgen_q04/datafusion:vortex-compact	391987821 / — / no baseline	582257118 / — / no baseline	0.67 / — / no baseline
statpopgen_q05/datafusion:vortex-compact	237450586 / — / no baseline	257538301 / — / no baseline	0.92 / — / no baseline
statpopgen_q06/datafusion:vortex-compact	791646331 / — / no baseline	822267504 / — / no baseline	0.96 / — / no baseline
statpopgen_q07/datafusion:vortex-compact	824283390 / — / no baseline	849363648 / — / no baseline	0.97 / — / no baseline
statpopgen_q08/datafusion:vortex-compact	825215866 / — / no baseline	849643684 / — / no baseline	0.97 / — / no baseline
statpopgen_q09/datafusion:vortex-compact	296130168 / — / no baseline	319503671 / — / no baseline	0.93 / — / no baseline
statpopgen_q10/datafusion:vortex-compact	714180626 / — / no baseline	748253966 / — / no baseline	0.95 / — / no baseline

datafusion / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
statpopgen_q00/datafusion:parquet	1986722 / — / no baseline	89642843 / — / no baseline	0.02 / — / no baseline
statpopgen_q01/datafusion:parquet	164339048 / — / no baseline	174262269 / — / no baseline	0.94 / — / no baseline
statpopgen_q02/datafusion:parquet	280093377 / — / no baseline	414018423 / — / no baseline	0.68 / — / no baseline
statpopgen_q03/datafusion:parquet	384690547 / — / no baseline	540125265 / — / no baseline	0.71 / — / no baseline
statpopgen_q04/datafusion:parquet	405226116 / — / no baseline	511432725 / — / no baseline	0.79 / — / no baseline
statpopgen_q05/datafusion:parquet	312409694 / — / no baseline	449527853 / — / no baseline	0.69 / — / no baseline
statpopgen_q06/datafusion:parquet	480753510 / — / no baseline	594428271 / — / no baseline	0.81 / — / no baseline
statpopgen_q07/datafusion:parquet	422661392 / — / no baseline	635105996 / — / no baseline	0.67 / — / no baseline
statpopgen_q08/datafusion:parquet	426595844 / — / no baseline	546527536 / — / no baseline	0.78 / — / no baseline
statpopgen_q09/datafusion:parquet	350305774 / — / no baseline	461726372 / — / no baseline	0.76 / — / no baseline
statpopgen_q10/datafusion:parquet	537654546 / — / no baseline	662959518 / — / no baseline	0.81 / — / no baseline

duckdb / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
statpopgen_q00/duckdb:vortex-compact	12616498 / — / no baseline	14914424 / — / no baseline	0.85 / — / no baseline
statpopgen_q01/duckdb:vortex-compact	14163535 / — / no baseline	18349090 / — / no baseline	0.77 / — / no baseline
statpopgen_q02/duckdb:vortex-compact	283072187 / — / no baseline	302403869 / — / no baseline	0.94 / — / no baseline
statpopgen_q03/duckdb:vortex-compact	714847625 / — / no baseline	742790860 / — / no baseline	0.96 / — / no baseline
statpopgen_q04/duckdb:vortex-compact	711469820 / — / no baseline	749259213 / — / no baseline	0.95 / — / no baseline
statpopgen_q05/duckdb:vortex-compact	319442646 / — / no baseline	344841805 / — / no baseline	0.93 / — / no baseline
statpopgen_q06/duckdb:vortex-compact	908965098 / — / no baseline	928625086 / — / no baseline	0.98 / — / no baseline
statpopgen_q07/duckdb:vortex-compact	801525396 / — / no baseline	812316049 / — / no baseline	0.99 / — / no baseline
statpopgen_q08/duckdb:vortex-compact	813918730 / — / no baseline	814983366 / — / no baseline	1.00 / — / no baseline
statpopgen_q09/duckdb:vortex-compact	555290337 / — / no baseline	584677093 / — / no baseline	0.95 / — / no baseline
statpopgen_q10/duckdb:vortex-compact	1561659254 / — / no baseline	1555867382 / — / no baseline	1.00 / — / no baseline

duckdb / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
statpopgen_q00/duckdb:parquet	260684800 / — / no baseline	261284576 / — / no baseline	1.00 / — / no baseline
statpopgen_q01/duckdb:parquet	323069190 / — / no baseline	329423594 / — / no baseline	0.98 / — / no baseline
statpopgen_q02/duckdb:parquet	592331852 / — / no baseline	607169493 / — / no baseline	0.98 / — / no baseline
statpopgen_q03/duckdb:parquet	754257970 / — / no baseline	838107979 / — / no baseline	0.90 / — / no baseline
statpopgen_q04/duckdb:parquet	759372740 / — / no baseline	825575552 / — / no baseline	0.92 / — / no baseline
statpopgen_q05/duckdb:parquet	549329169 / — / no baseline	584063799 / — / no baseline	0.94 / — / no baseline
statpopgen_q06/duckdb:parquet	701192518 / — / no baseline	704514837 / — / no baseline	1.00 / — / no baseline
statpopgen_q07/duckdb:parquet	588279126 / — / no baseline	670849904 / — / no baseline	0.88 / — / no baseline
statpopgen_q08/duckdb:parquet	591425941 / — / no baseline	680858359 / — / no baseline	0.87 / — / no baseline
statpopgen_q09/duckdb:parquet	716140636 / — / no baseline	812033937 / — / no baseline	0.88 / — / no baseline
statpopgen_q10/duckdb:parquet	1041368985 / — / no baseline	1187364279 / — / no baseline	0.88 / — / no baseline

github-actions · 2026-10-29T19:30:05Z

Benchmarks: Appian on NVME 📖

Commits: PR c3a54a8e vs base none
Vortex (geomean): no vortex data
Parquet (geomean): no parquet data

The baseline could not be read from the benchmarks database; PR measurements are shown without comparison.

datafusion / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
appian_q01/datafusion:vortex-compact	52117667 / — / no baseline	71479370 / — / no baseline	0.73 / — / no baseline
appian_q02/datafusion:vortex-compact	228224652 / — / no baseline	269660453 / — / no baseline	0.85 / — / no baseline
appian_q03/datafusion:vortex-compact	142490280 / — / no baseline	181998109 / — / no baseline	0.78 / — / no baseline
appian_q04/datafusion:vortex-compact	9634266566 / — / no baseline	9668752663 / — / no baseline	1.00 / — / no baseline
appian_q05/datafusion:vortex-compact	134902094 / — / no baseline	164655824 / — / no baseline	0.82 / — / no baseline
appian_q06/datafusion:vortex-compact	143697088 / — / no baseline	161815466 / — / no baseline	0.89 / — / no baseline
appian_q07/datafusion:vortex-compact	160307380 / — / no baseline	192554625 / — / no baseline	0.83 / — / no baseline
appian_q08/datafusion:vortex-compact	524070488 / — / no baseline	579704560 / — / no baseline	0.90 / — / no baseline

datafusion / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
appian_q01/datafusion:parquet	72155917 / — / no baseline	96536959 / — / no baseline	0.75 / — / no baseline
appian_q02/datafusion:parquet	292780223 / — / no baseline	335155450 / — / no baseline	0.87 / — / no baseline
appian_q03/datafusion:parquet	186374823 / — / no baseline	227929460 / — / no baseline	0.82 / — / no baseline
appian_q04/datafusion:parquet	9674856514 / — / no baseline	9739166358 / — / no baseline	0.99 / — / no baseline
appian_q05/datafusion:parquet	193039915 / — / no baseline	222424192 / — / no baseline	0.87 / — / no baseline
appian_q06/datafusion:parquet	167226174 / — / no baseline	190201564 / — / no baseline	0.88 / — / no baseline
appian_q07/datafusion:parquet	206311819 / — / no baseline	238828814 / — / no baseline	0.86 / — / no baseline
appian_q08/datafusion:parquet	630176441 / — / no baseline	696566682 / — / no baseline	0.90 / — / no baseline

duckdb / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
appian_q01/duckdb:vortex-compact	84911686 / — / no baseline	99340308 / — / no baseline	0.85 / — / no baseline
appian_q02/duckdb:vortex-compact	244649941 / — / no baseline	261358119 / — / no baseline	0.94 / — / no baseline
appian_q03/duckdb:vortex-compact	113954773 / — / no baseline	134111933 / — / no baseline	0.85 / — / no baseline
appian_q04/duckdb:vortex-compact	642691047 / — / no baseline	650515752 / — / no baseline	0.99 / — / no baseline
appian_q05/duckdb:vortex-compact	121414728 / — / no baseline	131417036 / — / no baseline	0.92 / — / no baseline
appian_q06/duckdb:vortex-compact	198916381 / — / no baseline	207003750 / — / no baseline	0.96 / — / no baseline
appian_q07/duckdb:vortex-compact	118187948 / — / no baseline	128150599 / — / no baseline	0.92 / — / no baseline
appian_q08/duckdb:vortex-compact	345580783 / — / no baseline	357712314 / — / no baseline	0.97 / — / no baseline

duckdb / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
appian_q01/duckdb:parquet	94865840 / — / no baseline	106121485 / — / no baseline	0.89 / — / no baseline
appian_q02/duckdb:parquet	242629523 / — / no baseline	245642817 / — / no baseline	0.99 / — / no baseline
appian_q03/duckdb:parquet	133034689 / — / no baseline	145242443 / — / no baseline	0.92 / — / no baseline
appian_q04/duckdb:parquet	484992213 / — / no baseline	496137239 / — / no baseline	0.98 / — / no baseline
appian_q05/duckdb:parquet	131523766 / — / no baseline	139031765 / — / no baseline	0.95 / — / no baseline
appian_q06/duckdb:parquet	116528001 / — / no baseline	120295906 / — / no baseline	0.97 / — / no baseline
appian_q07/duckdb:parquet	110619082 / — / no baseline	119097334 / — / no baseline	0.93 / — / no baseline
appian_q08/duckdb:parquet	366058507 / — / no baseline	372232791 / — / no baseline	0.98 / — / no baseline

github-actions · 2026-10-29T19:32:43Z

Benchmarks: FineWeb S3 📖

Commits: PR c3a54a8e vs base none
Vortex (geomean): no vortex data
Parquet (geomean): no parquet data

The baseline could not be read from the benchmarks database; PR measurements are shown without comparison.

datafusion / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:vortex-compact	44541570 / — / no baseline	145766477 / — / no baseline	0.31 / — / no baseline
fineweb_q01/datafusion:vortex-compact	440421953 / — / no baseline	669409729 / — / no baseline	0.66 / — / no baseline
fineweb_q02/datafusion:vortex-compact	407651077 / — / no baseline	647277641 / — / no baseline	0.63 / — / no baseline
fineweb_q03/datafusion:vortex-compact	532754621 / — / no baseline	626848979 / — / no baseline	0.85 / — / no baseline
fineweb_q04/datafusion:vortex-compact	455857512 / — / no baseline	509007108 / — / no baseline	0.90 / — / no baseline
fineweb_q05/datafusion:vortex-compact	481197612 / — / no baseline	507083295 / — / no baseline	0.95 / — / no baseline
fineweb_q06/datafusion:vortex-compact	1005800092 / — / no baseline	766565176 / — / no baseline	1.31 / — / no baseline
fineweb_q07/datafusion:vortex-compact	494782004 / — / no baseline	419293168 / — / no baseline	1.18 / — / no baseline
fineweb_q08/datafusion:vortex-compact	167488850 / — / no baseline	388642968 / — / no baseline	0.43 / — / no baseline

datafusion / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/datafusion:parquet	410335044 / — / no baseline	825199772 / — / no baseline	0.50 / — / no baseline
fineweb_q01/datafusion:parquet	749887091 / — / no baseline	839297332 / — / no baseline	0.89 / — / no baseline
fineweb_q02/datafusion:parquet	1557403082 / — / no baseline	726568757 / — / no baseline	2.14 / — / no baseline
fineweb_q03/datafusion:parquet	767284454 / — / no baseline	998276953 / — / no baseline	0.77 / — / no baseline
fineweb_q04/datafusion:parquet	834940170 / — / no baseline	907323813 / — / no baseline	0.92 / — / no baseline
fineweb_q05/datafusion:parquet	715686608 / — / no baseline	725281018 / — / no baseline	0.99 / — / no baseline
fineweb_q06/datafusion:parquet	726615172 / — / no baseline	798065597 / — / no baseline	0.91 / — / no baseline
fineweb_q07/datafusion:parquet	752031838 / — / no baseline	668330021 / — / no baseline	1.13 / — / no baseline
fineweb_q08/datafusion:parquet	727811484 / — / no baseline	685862240 / — / no baseline	1.06 / — / no baseline

duckdb / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:vortex-compact	64093093 / — / no baseline	85190548 / — / no baseline	0.75 / — / no baseline
fineweb_q01/duckdb:vortex-compact	691963265 / — / no baseline	440465377 / — / no baseline	1.57 / — / no baseline
fineweb_q02/duckdb:vortex-compact	545416501 / — / no baseline	593573662 / — / no baseline	0.92 / — / no baseline
fineweb_q03/duckdb:vortex-compact	1083823854 / — / no baseline	1070763216 / — / no baseline	1.01 / — / no baseline
fineweb_q04/duckdb:vortex-compact	1057710788 / — / no baseline	1217410933 / — / no baseline	0.87 / — / no baseline
fineweb_q05/duckdb:vortex-compact	921194590 / — / no baseline	1128274461 / — / no baseline	0.82 / — / no baseline
fineweb_q06/duckdb:vortex-compact	1086096597 / — / no baseline	1154990966 / — / no baseline	0.94 / — / no baseline
fineweb_q07/duckdb:vortex-compact	917799780 / — / no baseline	1038663190 / — / no baseline	0.88 / — / no baseline
fineweb_q08/duckdb:vortex-compact	346810974 / — / no baseline	439806412 / — / no baseline	0.79 / — / no baseline

duckdb / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
fineweb_q00/duckdb:parquet	301951253 / — / no baseline	404085035 / — / no baseline	0.75 / — / no baseline
fineweb_q01/duckdb:parquet	570184842 / — / no baseline	482795706 / — / no baseline	1.18 / — / no baseline
fineweb_q02/duckdb:parquet	504360020 / — / no baseline	497022878 / — / no baseline	1.01 / — / no baseline
fineweb_q03/duckdb:parquet	742804958 / — / no baseline	843238558 / — / no baseline	0.88 / — / no baseline
fineweb_q04/duckdb:parquet	704805878 / — / no baseline	746473049 / — / no baseline	0.94 / — / no baseline
fineweb_q05/duckdb:parquet	795700847 / — / no baseline	851096366 / — / no baseline	0.93 / — / no baseline
fineweb_q06/duckdb:parquet	757602450 / — / no baseline	846388383 / — / no baseline	0.90 / — / no baseline
fineweb_q07/duckdb:parquet	722428968 / — / no baseline	772769856 / — / no baseline	0.93 / — / no baseline
fineweb_q08/duckdb:parquet	323578038 / — / no baseline	465390713 / — / no baseline	0.70 / — / no baseline

github-actions · 2026-10-29T19:33:52Z

Benchmarks: TPC-DS SF=1 on NVME 📖

Commits: PR 98f50a38 vs base 2d7dabf1
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.0%
Engines: DataFusion No clear signal (+0.1%, low confidence) · DuckDB No clear signal (-0.2%, low confidence)
Vortex (geomean): hot 1.005x ➖ · cold 1.001x ➖
Parquet (geomean): hot 1.005x ➖ · cold 0.998x ➖
Shifts: Parquet (control) +0.5% · 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-compact / ns (1.001x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/datafusion:vortex-compact	21154327 / 21208892 / -0.3%	39442200 / 39165288 / +0.7%	0.54 / 0.54 / -1.0%
tpcds_q02/datafusion:vortex-compact	44671420 / 45011998 / -0.8%	67822447 / 67610090 / +0.3%	0.66 / 0.67 / -1.1%
tpcds_q03/datafusion:vortex-compact	11353108 / 11575138 / -1.9%	31497073 / 30986660 / +1.6%	0.36 / 0.37 / -3.5%
tpcds_q04/datafusion:vortex-compact	93898755 / 92202969 / +1.8%	127281000 / 124580209 / +2.2%	0.74 / 0.74 / -0.3%
tpcds_q05/datafusion:vortex-compact	57361752 / 57538430 / -0.3%	81177997 / 80845199 / +0.4%	0.71 / 0.71 / -0.7%
tpcds_q06/datafusion:vortex-compact	22957163 / 23126028 / -0.7%	43463025 / 44931205 / -3.3%	0.53 / 0.51 / +2.6%
tpcds_q07/datafusion:vortex-compact	31370950 / 32145812 / -2.4%	50862088 / 52290141 / -2.7%	0.62 / 0.61 / +0.3%
tpcds_q08/datafusion:vortex-compact	26986501 / 27568684 / -2.1%	46457677 / 46822666 / -0.8%	0.58 / 0.59 / -1.3%
tpcds_q09/datafusion:vortex-compact	22082084 / 22698298 / -2.7%	40312032 / 40835100 / -1.3%	0.55 / 0.56 / -1.5%
tpcds_q10/datafusion:vortex-compact	29673584 / 28887530 / +2.7%	52976041 / 52848334 / +0.2%	0.56 / 0.55 / +2.5%
tpcds_q11/datafusion:vortex-compact	55951392 / 56099144 / -0.3%	83266986 / 85127629 / -2.2%	0.67 / 0.66 / +2.0%
tpcds_q12/datafusion:vortex-compact	18877161 / 18669060 / +1.1%	37024007 / 38139955 / -2.9%	0.51 / 0.49 / +4.2%
tpcds_q13/datafusion:vortex-compact	47445150 / 47311124 / +0.3%	68186919 / 68315359 / -0.2%	0.70 / 0.69 / +0.5%
tpcds_q14/datafusion:vortex-compact	635428434 / 632148661 / +0.5%	688509397 / 687455101 / +0.2%	0.92 / 0.92 / +0.4%
tpcds_q15/datafusion:vortex-compact	13999918 / 14630108 / -4.3%	35826855 / 35126858 / +2.0%	0.39 / 0.42 / -6.2%
tpcds_q16/datafusion:vortex-compact	19667966 / 19140628 / +2.8%	39412456 / 40410733 / -2.5%	0.50 / 0.47 / +5.4%
tpcds_q17/datafusion:vortex-compact	59075032 / 59531318 / -0.8%	80759695 / 73705281 / +9.6%	0.73 / 0.81 / -9.4%
tpcds_q18/datafusion:vortex-compact	61316082 / 60968390 / +0.6%	83271735 / 82337358 / +1.1%	0.74 / 0.74 / -0.6%
tpcds_q19/datafusion:vortex-compact	19211030 / 19184030 / +0.1%	40960507 / 41016677 / -0.1%	0.47 / 0.47 / +0.3%
tpcds_q20/datafusion:vortex-compact	20618717 / 19965828 / +3.3%	40836882 / 41129080 / -0.7%	0.50 / 0.49 / +4.0%
tpcds_q21/datafusion:vortex-compact	17647720 / 17821946 / -1.0%	41928932 / 42017619 / -0.2%	0.42 / 0.42 / -0.8%
tpcds_q22/datafusion:vortex-compact	49633380 / 50407890 / -1.5%	73656799 / 74723434 / -1.4%	0.67 / 0.67 / -0.1%
tpcds_q23/datafusion:vortex-compact	74435279 / 71837578 / +3.6%	95903132 / 95500778 / +0.4%	0.78 / 0.75 / +3.2%
tpcds_q24/datafusion:vortex-compact	71776302 / 71094618 / +1.0%	95836564 / 93238290 / +2.8%	0.75 / 0.76 / -1.8%
tpcds_q25/datafusion:vortex-compact	51582298 / 49208126 / +4.8%	83971112 / 81898832 / +2.5%	0.61 / 0.60 / +2.2%
tpcds_q26/datafusion:vortex-compact	28164684 / 27949239 / +0.8%	46827126 / 48079830 / -2.6%	0.60 / 0.58 / +3.5%
tpcds_q27/datafusion:vortex-compact	60066205 / 56330423 / +6.6%	78520388 / 80079130 / -1.9%	0.76 / 0.70 / +8.7%
tpcds_q28/datafusion:vortex-compact	26368961 / 26261707 / +0.4%	43446842 / 42285574 / +2.7%	0.61 / 0.62 / -2.3%
tpcds_q29/datafusion:vortex-compact	52889961 / 56452686 / -6.3%	81135260 / 73101532 / +11.0% 🔴	0.65 / 0.77 / -15.6%
tpcds_q30/datafusion:vortex-compact	27303323 / 27805136 / -1.8%	47506278 / 47742710 / -0.5%	0.57 / 0.58 / -1.3%
tpcds_q31/datafusion:vortex-compact	61124912 / 60821405 / +0.5%	88019253 / 87854943 / +0.2%	0.69 / 0.69 / +0.3%
tpcds_q32/datafusion:vortex-compact	13651427 / 13403004 / +1.9%	34300861 / 34073574 / +0.7%	0.40 / 0.39 / +1.2%
tpcds_q33/datafusion:vortex-compact	27911084 / 27814518 / +0.3%	52121515 / 51803746 / +0.6%	0.54 / 0.54 / -0.3%
tpcds_q34/datafusion:vortex-compact	18691098 / 18530344 / +0.9%	36961790 / 39239916 / -5.8%	0.51 / 0.47 / +7.1%
tpcds_q35/datafusion:vortex-compact	34295506 / 33166575 / +3.4%	56177298 / 58412843 / -3.8%	0.61 / 0.57 / +7.5%
tpcds_q36/datafusion:vortex-compact	48355352 / 49526324 / -2.4%	73163496 / 76104931 / -3.9%	0.66 / 0.65 / +1.6%
tpcds_q37/datafusion:vortex-compact	14573086 / 14322638 / +1.7%	37623473 / 36170152 / +4.0%	0.39 / 0.40 / -2.2%
tpcds_q38/datafusion:vortex-compact	26082948 / 26079018 / +0.0%	49965860 / 49313063 / +1.3%	0.52 / 0.53 / -1.3%
tpcds_q39/datafusion:vortex-compact	67150258 / 66983008 / +0.2%	89428543 / 91064807 / -1.8%	0.75 / 0.74 / +2.1%
tpcds_q40/datafusion:vortex-compact	24304732 / 24144746 / +0.7%	47138206 / 47555012 / -0.9%	0.52 / 0.51 / +1.6%
tpcds_q41/datafusion:vortex-compact	21341738 / 20749296 / +2.9%	35407892 / 37196605 / -4.8%	0.60 / 0.56 / +8.1%
tpcds_q42/datafusion:vortex-compact	11647117 / 11364087 / +2.5%	29332230 / 30672141 / -4.4%	0.40 / 0.37 / +7.2%
tpcds_q43/datafusion:vortex-compact	13149967 / 13060984 / +0.7%	32614358 / 31656330 / +3.0%	0.40 / 0.41 / -2.3%
tpcds_q44/datafusion:vortex-compact	28362518 / 28460052 / -0.3%	48610307 / 50796775 / -4.3%	0.58 / 0.56 / +4.1%
tpcds_q45/datafusion:vortex-compact	17433627 / 17582469 / -0.8%	36741838 / 37922439 / -3.1%	0.47 / 0.46 / +2.3%
tpcds_q46/datafusion:vortex-compact	24724172 / 24739516 / -0.1%	47189796 / 49182600 / -4.1%	0.52 / 0.50 / +4.2%
tpcds_q47/datafusion:vortex-compact	79726442 / 79644822 / +0.1%	115704669 / 110731330 / +4.5%	0.69 / 0.72 / -4.2%
tpcds_q48/datafusion:vortex-compact	43071163 / 43454083 / -0.9%	64095769 / 64599191 / -0.8%	0.67 / 0.67 / -0.1%
tpcds_q49/datafusion:vortex-compact	59227986 / 59404617 / -0.3%	82685789 / 88595587 / -6.7%	0.72 / 0.67 / +6.8%
tpcds_q50/datafusion:vortex-compact	31692963 / 32464492 / -2.4%	51372028 / 54389607 / -5.5%	0.62 / 0.60 / +3.4%
tpcds_q51/datafusion:vortex-compact	65686392 / 66895571 / -1.8%	88614342 / 88072568 / +0.6%	0.74 / 0.76 / -2.4%
tpcds_q52/datafusion:vortex-compact	11382644 / 11578716 / -1.7%	30393906 / 31867972 / -4.6%	0.37 / 0.36 / +3.1%
tpcds_q53/datafusion:vortex-compact	20876038 / 21010600 / -0.6%	42655655 / 42946429 / -0.7%	0.49 / 0.49 / +0.0%
tpcds_q54/datafusion:vortex-compact	33789007 / 33440798 / +1.0%	58302344 / 58967508 / -1.1%	0.58 / 0.57 / +2.2%
tpcds_q55/datafusion:vortex-compact	10995124 / 11354184 / -3.2%	31295546 / 30453848 / +2.8%	0.35 / 0.37 / -5.8%
tpcds_q56/datafusion:vortex-compact	25849826 / 26167793 / -1.2%	49011154 / 47762537 / +2.6%	0.53 / 0.55 / -3.7%
tpcds_q57/datafusion:vortex-compact	65711016 / 66744709 / -1.5%	93924330 / 93023467 / +1.0%	0.70 / 0.72 / -2.5%
tpcds_q58/datafusion:vortex-compact	41392630 / 41773626 / -0.9%	67775280 / 67410616 / +0.5%	0.61 / 0.62 / -1.4%
tpcds_q59/datafusion:vortex-compact	32432701 / 31615992 / +2.6%	56919297 / 56267354 / +1.2%	0.57 / 0.56 / +1.4%
tpcds_q60/datafusion:vortex-compact	26624608 / 26566750 / +0.2%	48496933 / 49005403 / -1.0%	0.55 / 0.54 / +1.3%
tpcds_q61/datafusion:vortex-compact	23385643 / 22672638 / +3.1%	42509655 / 41789685 / +1.7%	0.55 / 0.54 / +1.4%
tpcds_q62/datafusion:vortex-compact	16737599 / 16627529 / +0.7%	35219463 / 35472785 / -0.7%	0.48 / 0.47 / +1.4%
tpcds_q63/datafusion:vortex-compact	20437470 / 20816849 / -1.8%	40885380 / 41058685 / -0.4%	0.50 / 0.51 / -1.4%
tpcds_q64/datafusion:vortex-compact	302980097 / 304158196 / -0.4%	334443657 / 337189502 / -0.8%	0.91 / 0.90 / +0.4%
tpcds_q65/datafusion:vortex-compact	75380090 / 75968180 / -0.8%	99936626 / 101376122 / -1.4%	0.75 / 0.75 / +0.7%
tpcds_q66/datafusion:vortex-compact	51725868 / 51155332 / +1.1%	74180420 / 74607363 / -0.6%	0.70 / 0.69 / +1.7%
tpcds_q67/datafusion:vortex-compact	52687099 / 52192050 / +0.9%	82465627 / 84736258 / -2.7%	0.64 / 0.62 / +3.7%
tpcds_q68/datafusion:vortex-compact	25378785 / 25142890 / +0.9%	49534484 / 50606693 / -2.1%	0.51 / 0.50 / +3.1%
tpcds_q69/datafusion:vortex-compact	29059294 / 28595285 / +1.6%	49970320 / 51523459 / -3.0%	0.58 / 0.55 / +4.8%
tpcds_q70/datafusion:vortex-compact	72174363 / 71493626 / +1.0%	93026784 / 93658717 / -0.7%	0.78 / 0.76 / +1.6%
tpcds_q71/datafusion:vortex-compact	19335563 / 19189604 / +0.8%	39675376 / 38579165 / +2.8%	0.49 / 0.50 / -2.0%
tpcds_q72/datafusion:vortex-compact	359446119 / 357192424 / +0.6%	414308203 / 382785301 / +8.2%	0.87 / 0.93 / -7.0%
tpcds_q73/datafusion:vortex-compact	17373888 / 17434305 / -0.3%	37051148 / 37938345 / -2.3%	0.47 / 0.46 / +2.0%
tpcds_q74/datafusion:vortex-compact	42349799 / 41396985 / +2.3%	68504990 / 69525179 / -1.5%	0.62 / 0.60 / +3.8%
tpcds_q75/datafusion:vortex-compact	139463670 / 139424331 / +0.0%	169958055 / 170699032 / -0.4%	0.82 / 0.82 / +0.5%
tpcds_q76/datafusion:vortex-compact	30362208 / 30750442 / -1.3%	51874163 / 52622112 / -1.4%	0.59 / 0.58 / +0.2%
tpcds_q77/datafusion:vortex-compact	46123486 / 46744630 / -1.3%	67307262 / 68558252 / -1.8%	0.69 / 0.68 / +0.5%
tpcds_q78/datafusion:vortex-compact	65935889 / 66140304 / -0.3%	91659169 / 93017359 / -1.5%	0.72 / 0.71 / +1.2%
tpcds_q79/datafusion:vortex-compact	20601674 / 21551145 / -4.4%	42845403 / 41685132 / +2.8%	0.48 / 0.52 / -7.0%
tpcds_q80/datafusion:vortex-compact	74939204 / 74838210 / +0.1%	100867249 / 103220171 / -2.3%	0.74 / 0.73 / +2.5%
tpcds_q81/datafusion:vortex-compact	27046962 / 26793503 / +0.9%	44677047 / 45154513 / -1.1%	0.61 / 0.59 / +2.0%
tpcds_q82/datafusion:vortex-compact	13234136 / 13282058 / -0.4%	36004729 / 38548940 / -6.6%	0.37 / 0.34 / +6.7%
tpcds_q83/datafusion:vortex-compact	32881531 / 32802678 / +0.2%	54475339 / 54953905 / -0.9%	0.60 / 0.60 / +1.1%
tpcds_q84/datafusion:vortex-compact	11107811 / 11075942 / +0.3%	26025995 / 27105315 / -4.0%	0.43 / 0.41 / +4.4%
tpcds_q85/datafusion:vortex-compact	94934550 / 95988611 / -1.1%	120286763 / 122130826 / -1.5%	0.79 / 0.79 / +0.4%
tpcds_q86/datafusion:vortex-compact	15711622 / 15693240 / +0.1%	33735942 / 34642700 / -2.6%	0.47 / 0.45 / +2.8%
tpcds_q87/datafusion:vortex-compact	25923852 / 25989960 / -0.3%	48367224 / 50509447 / -4.2%	0.54 / 0.51 / +4.2%
tpcds_q88/datafusion:vortex-compact	36320970 / 35859212 / +1.3%	56343547 / 57359488 / -1.8%	0.64 / 0.63 / +3.1%
tpcds_q89/datafusion:vortex-compact	22981124 / 22630302 / +1.6%	43764866 / 44064817 / -0.7%	0.53 / 0.51 / +2.2%
tpcds_q90/datafusion:vortex-compact	10472574 / 10301650 / +1.7%	26393114 / 27553032 / -4.2%	0.40 / 0.37 / +6.1%
tpcds_q91/datafusion:vortex-compact	24760912 / 24614062 / +0.6%	45144861 / 44832378 / +0.7%	0.55 / 0.55 / -0.1%
tpcds_q92/datafusion:vortex-compact	13567260 / 13627230 / -0.4%	30308865 / 31172338 / -2.8%	0.45 / 0.44 / +2.4%
tpcds_q93/datafusion:vortex-compact	20417553 / 20902506 / -2.3%	40395893 / 40418430 / -0.1%	0.51 / 0.52 / -2.3%
tpcds_q94/datafusion:vortex-compact	19287498 / 19319822 / -0.2%	38010415 / 37886262 / +0.3%	0.51 / 0.51 / -0.5%
tpcds_q95/datafusion:vortex-compact	43151573 / 43521366 / -0.8%	65285283 / 63053759 / +3.5%	0.66 / 0.69 / -4.2%
tpcds_q96/datafusion:vortex-compact	8595832 / 8365176 / +2.8%	25550143 / 25623873 / -0.3%	0.34 / 0.33 / +3.1%
tpcds_q97/datafusion:vortex-compact	17452332 / 17069678 / +2.2%	36473954 / 38168271 / -4.4%	0.48 / 0.45 / +7.0%
tpcds_q98/datafusion:vortex-compact	20795465 / 20943998 / -0.7%	41010060 / 42315546 / -3.1%	0.51 / 0.49 / +2.5%
tpcds_q99/datafusion:vortex-compact	16595154 / 16547761 / +0.3%	36713507 / 36518390 / +0.5%	0.45 / 0.45 / -0.2%

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	43251265 / 41656165 / +3.8%	57998898 / 60739830 / -4.5%	0.75 / 0.69 / +8.7%
tpcds_q02/datafusion:parquet	55679790 / 55212042 / +0.8%	70743730 / 72141593 / -1.9%	0.79 / 0.77 / +2.8%
tpcds_q03/datafusion:parquet	19098484 / 19068380 / +0.2%	31274473 / 32735429 / -4.5%	0.61 / 0.58 / +4.8%
tpcds_q04/datafusion:parquet	180285130 / 179775747 / +0.3%	206954893 / 205717005 / +0.6%	0.87 / 0.87 / -0.3%
tpcds_q05/datafusion:parquet	68644120 / 68388134 / +0.4%	88982501 / 89241286 / -0.3%	0.77 / 0.77 / +0.7%
tpcds_q06/datafusion:parquet	33884326 / 33171784 / +2.1%	47584628 / 47177646 / +0.9%	0.71 / 0.70 / +1.3%
tpcds_q07/datafusion:parquet	47526655 / 47187972 / +0.7%	66337685 / 65189947 / +1.8%	0.72 / 0.72 / -1.0%
tpcds_q08/datafusion:parquet	31041508 / 31327160 / -0.9%	46611710 / 46607379 / +0.0%	0.67 / 0.67 / -0.9%
tpcds_q09/datafusion:parquet	30204948 / 32052300 / -5.8%	37129685 / 46487644 / -20.1% 🟢	0.81 / 0.69 / +18.0%
tpcds_q10/datafusion:parquet	44112920 / 44370068 / -0.6%	57519382 / 61496713 / -6.5%	0.77 / 0.72 / +6.3%
tpcds_q11/datafusion:parquet	100017874 / 98156142 / +1.9%	118982288 / 120631405 / -1.4%	0.84 / 0.81 / +3.3%
tpcds_q12/datafusion:parquet	23825520 / 23882186 / -0.2%	36314334 / 38136193 / -4.8%	0.66 / 0.63 / +4.8%
tpcds_q13/datafusion:parquet	47139590 / 46767742 / +0.8%	67044151 / 69706171 / -3.8%	0.70 / 0.67 / +4.8%
tpcds_q14/datafusion:parquet	538191898 / 536408458 / +0.3%	584618713 / 587025047 / -0.4%	0.92 / 0.91 / +0.7%
tpcds_q15/datafusion:parquet	23966654 / 23641302 / +1.4%	37948976 / 38088623 / -0.4%	0.63 / 0.62 / +1.7%
tpcds_q16/datafusion:parquet	37344548 / 37166722 / +0.5%	51239754 / 49745797 / +3.0%	0.73 / 0.75 / -2.5%
tpcds_q17/datafusion:parquet	73505748 / 73495853 / +0.0%	96259485 / 100032376 / -3.8%	0.76 / 0.73 / +3.9%
tpcds_q18/datafusion:parquet	70151310 / 64852455 / +8.2%	86046311 / 88901176 / -3.2%	0.82 / 0.73 / +11.8%
tpcds_q19/datafusion:parquet	29846717 / 29872604 / -0.1%	43994569 / 44097025 / -0.2%	0.68 / 0.68 / +0.1%
tpcds_q20/datafusion:parquet	25738420 / 25316377 / +1.7%	36522310 / 38560695 / -5.3%	0.70 / 0.66 / +7.3%
tpcds_q21/datafusion:parquet	20125642 / 20363640 / -1.2%	32533731 / 32273865 / +0.8%	0.62 / 0.63 / -2.0%
tpcds_q22/datafusion:parquet	76818873 / 77278861 / -0.6%	88523203 / 88716275 / -0.2%	0.87 / 0.87 / -0.4%
tpcds_q23/datafusion:parquet	92120269 / 92686948 / -0.6%	117535261 / 116455275 / +0.9%	0.78 / 0.80 / -1.5%
tpcds_q24/datafusion:parquet	91211447 / 91266226 / -0.1%	116577376 / 114048985 / +2.2%	0.78 / 0.80 / -2.2%
tpcds_q25/datafusion:parquet	79875453 / 80177774 / -0.4%	99490983 / 105460992 / -5.7%	0.80 / 0.76 / +5.6%
tpcds_q26/datafusion:parquet	44667641 / 44061986 / +1.4%	61968159 / 59828461 / +3.6%	0.72 / 0.74 / -2.1%
tpcds_q27/datafusion:parquet	74560150 / 75434223 / -1.2%	95584424 / 99932460 / -4.4%	0.78 / 0.75 / +3.3%
tpcds_q28/datafusion:parquet	28527850 / 28526590 / +0.0%	42468474 / 45234134 / -6.1%	0.67 / 0.63 / +6.5%
tpcds_q29/datafusion:parquet	74028390 / 75053330 / -1.4%	94911628 / 96056731 / -1.2%	0.78 / 0.78 / -0.2%
tpcds_q30/datafusion:parquet	44955362 / 46357226 / -3.0%	61428982 / 58720009 / +4.6%	0.73 / 0.79 / -7.3%
tpcds_q31/datafusion:parquet	79593545 / 81262749 / -2.1%	97489447 / 98687517 / -1.2%	0.82 / 0.82 / -0.9%
tpcds_q32/datafusion:parquet	26493464 / 26708592 / -0.8%	41060887 / 37974864 / +8.1%	0.65 / 0.70 / -8.3%
tpcds_q33/datafusion:parquet	37589226 / 37149065 / +1.2%	53293931 / 55556857 / -4.1%	0.71 / 0.67 / +5.5%
tpcds_q34/datafusion:parquet	24665178 / 24878632 / -0.9%	35566353 / 36206744 / -1.8%	0.69 / 0.69 / +0.9%
tpcds_q35/datafusion:parquet	50709182 / 51779254 / -2.1%	64172746 / 61500424 / +4.3%	0.79 / 0.84 / -6.1%
tpcds_q36/datafusion:parquet	52710244 / 51922025 / +1.5%	71023728 / 71581681 / -0.8%	0.74 / 0.73 / +2.3%
tpcds_q37/datafusion:parquet	21304854 / 20957980 / +1.7%	34175282 / 33797545 / +1.1%	0.62 / 0.62 / +0.5%
tpcds_q38/datafusion:parquet	45530147 / 45147892 / +0.8%	58853154 / 61730671 / -4.7%	0.77 / 0.73 / +5.8%
tpcds_q39/datafusion:parquet	67558698 / 67891039 / -0.5%	84899888 / 85364973 / -0.5%	0.80 / 0.80 / +0.1%
tpcds_q40/datafusion:parquet	31361162 / 30869369 / +1.6%	49841987 / 52417766 / -4.9%	0.63 / 0.59 / +6.8%
tpcds_q41/datafusion:parquet	20333612 / 19517488 / +4.2%	31418334 / 32474556 / -3.3%	0.65 / 0.60 / +7.7%
tpcds_q42/datafusion:parquet	18174564 / 18160588 / +0.1%	29290833 / 30231589 / -3.1%	0.62 / 0.60 / +3.3%
tpcds_q43/datafusion:parquet	19592661 / 19657175 / -0.3%	31910513 / 31510198 / +1.3%	0.61 / 0.62 / -1.6%
tpcds_q44/datafusion:parquet	34063698 / 33884378 / +0.5%	51637501 / 49896068 / +3.5%	0.66 / 0.68 / -2.9%
tpcds_q45/datafusion:parquet	26842300 / 27475086 / -2.3%	40478997 / 43475561 / -6.9%	0.66 / 0.63 / +4.9%
tpcds_q46/datafusion:parquet	29632563 / 29692794 / -0.2%	47136804 / 46101558 / +2.2%	0.63 / 0.64 / -2.4%
tpcds_q47/datafusion:parquet	98080535 / 97653052 / +0.4%	117813028 / 120563890 / -2.3%	0.83 / 0.81 / +2.8%
tpcds_q48/datafusion:parquet	41377202 / 42042380 / -1.6%	58788301 / 60643283 / -3.1%	0.70 / 0.69 / +1.5%
tpcds_q49/datafusion:parquet	70804441 / 71406853 / -0.8%	93818016 / 94250311 / -0.5%	0.75 / 0.76 / -0.4%
tpcds_q50/datafusion:parquet	47834345 / 47575222 / +0.5%	68236933 / 68408296 / -0.3%	0.70 / 0.70 / +0.8%
tpcds_q51/datafusion:parquet	75748167 / 75297210 / +0.6%	95979989 / 95192056 / +0.8%	0.79 / 0.79 / -0.2%
tpcds_q52/datafusion:parquet	18828726 / 18651342 / +1.0%	32317049 / 31428897 / +2.8%	0.58 / 0.59 / -1.8%
tpcds_q53/datafusion:parquet	23154010 / 22950744 / +0.9%	39249209 / 39744660 / -1.2%	0.59 / 0.58 / +2.2%
tpcds_q54/datafusion:parquet	52649470 / 52564284 / +0.2%	67635727 / 67886731 / -0.4%	0.78 / 0.77 / +0.5%
tpcds_q55/datafusion:parquet	18193452 / 18341044 / -0.8%	30060766 / 30114011 / -0.2%	0.61 / 0.61 / -0.6%
tpcds_q56/datafusion:parquet	40875223 / 41185971 / -0.8%	55387374 / 55868014 / -0.9%	0.74 / 0.74 / +0.1%
tpcds_q57/datafusion:parquet	102478144 / 100817998 / +1.6%	117790642 / 115039732 / +2.4%	0.87 / 0.88 / -0.7%
tpcds_q58/datafusion:parquet	65672645 / 66082371 / -0.6%	85160326 / 84597044 / +0.7%	0.77 / 0.78 / -1.3%
tpcds_q59/datafusion:parquet	48183846 / 47476018 / +1.5%	64540359 / 64946079 / -0.6%	0.75 / 0.73 / +2.1%
tpcds_q60/datafusion:parquet	40116066 / 39236993 / +2.2%	55724900 / 52472347 / +6.2%	0.72 / 0.75 / -3.7%
tpcds_q61/datafusion:parquet	36258910 / 37270396 / -2.7%	51991880 / 52362044 / -0.7%	0.70 / 0.71 / -2.0%
tpcds_q62/datafusion:parquet	25324424 / 25380222 / -0.2%	38693830 / 38680199 / +0.0%	0.65 / 0.66 / -0.3%
tpcds_q63/datafusion:parquet	22184495 / 22222340 / -0.2%	38899910 / 38522171 / +1.0%	0.57 / 0.58 / -1.1%
tpcds_q64/datafusion:parquet	289065122 / 288076551 / +0.3%	329237711 / 327270934 / +0.6%	0.88 / 0.88 / -0.3%
tpcds_q65/datafusion:parquet	121464239 / 119225635 / +1.9%	140376091 / 137731003 / +1.9%	0.87 / 0.87 / -0.0%
tpcds_q66/datafusion:parquet	60899699 / 60095628 / +1.3%	79857683 / 77341868 / +3.3%	0.76 / 0.78 / -1.9%
tpcds_q67/datafusion:parquet	68990267 / 68292016 / +1.0%	92399231 / 93284535 / -0.9%	0.75 / 0.73 / +2.0%
tpcds_q68/datafusion:parquet	29706806 / 29851266 / -0.5%	49778529 / 49304783 / +1.0%	0.60 / 0.61 / -1.4%
tpcds_q69/datafusion:parquet	43991290 / 43631456 / +0.8%	58675220 / 59161600 / -0.8%	0.75 / 0.74 / +1.7%
tpcds_q70/datafusion:parquet	80869066 / 80137860 / +0.9%	98124318 / 100292559 / -2.2%	0.82 / 0.80 / +3.1%
tpcds_q71/datafusion:parquet	25250517 / 26560637 / -4.9%	38635474 / 38701579 / -0.2%	0.65 / 0.69 / -4.8%
tpcds_q72/datafusion:parquet	523133108 / 521011044 / +0.4%	540287290 / 548248961 / -1.5%	0.97 / 0.95 / +1.9%
tpcds_q73/datafusion:parquet	24058978 / 24089379 / -0.1%	36235637 / 35854802 / +1.1%	0.66 / 0.67 / -1.2%
tpcds_q74/datafusion:parquet	70662027 / 70203574 / +0.7%	88900991 / 87359783 / +1.8%	0.79 / 0.80 / -1.1%
tpcds_q75/datafusion:parquet	152560954 / 155356960 / -1.8%	184848130 / 182993640 / +1.0%	0.83 / 0.85 / -2.8%
tpcds_q76/datafusion:parquet	33931752 / 33888674 / +0.1%	46939724 / 48497632 / -3.2%	0.72 / 0.70 / +3.5%
tpcds_q77/datafusion:parquet	58066467 / 58031420 / +0.1%	75897594 / 78395973 / -3.2%	0.77 / 0.74 / +3.4%
tpcds_q78/datafusion:parquet	85638336 / 85181612 / +0.5%	119941462 / 122624455 / -2.2%	0.71 / 0.69 / +2.8%
tpcds_q79/datafusion:parquet	27095510 / 27476953 / -1.4%	42569632 / 43494692 / -2.1%	0.64 / 0.63 / +0.8%
tpcds_q80/datafusion:parquet	80824148 / 81564428 / -0.9%	112021221 / 112429126 / -0.4%	0.72 / 0.73 / -0.5%
tpcds_q81/datafusion:parquet	37927305 / 39301338 / -3.5%	53412198 / 54757794 / -2.5%	0.71 / 0.72 / -1.1%
tpcds_q82/datafusion:parquet	22071226 / 22527666 / -2.0%	36354609 / 35536114 / +2.3%	0.61 / 0.63 / -4.2%
tpcds_q83/datafusion:parquet	59232720 / 58879101 / +0.6%	73163411 / 75401712 / -3.0%	0.81 / 0.78 / +3.7%
tpcds_q84/datafusion:parquet	26584112 / 26191199 / +1.5%	39738996 / 42218701 / -5.9%	0.67 / 0.62 / +7.8%
tpcds_q85/datafusion:parquet	80343472 / 81834342 / -1.8%	103443287 / 105290866 / -1.8%	0.78 / 0.78 / -0.1%
tpcds_q86/datafusion:parquet	20986421 / 20918048 / +0.3%	32819246 / 33896487 / -3.2%	0.64 / 0.62 / +3.6%
tpcds_q87/datafusion:parquet	45816272 / 43505629 / +5.3%	63782280 / 63348604 / +0.7%	0.72 / 0.69 / +4.6%
tpcds_q88/datafusion:parquet	37308834 / 37054385 / +0.7%	49757951 / 49767774 / -0.0%	0.75 / 0.74 / +0.7%
tpcds_q89/datafusion:parquet	25934158 / 26032104 / -0.4%	43146070 / 41178749 / +4.8%	0.60 / 0.63 / -4.9%
tpcds_q90/datafusion:parquet	15290680 / 16010470 / -4.5%	28232989 / 27413832 / +3.0%	0.54 / 0.58 / -7.3%
tpcds_q91/datafusion:parquet	32143588 / 32721374 / -1.8%	46786975 / 46260785 / +1.1%	0.69 / 0.71 / -2.9%
tpcds_q92/datafusion:parquet	27032820 / 27080716 / -0.2%	40714364 / 40646305 / +0.2%	0.66 / 0.67 / -0.3%
tpcds_q93/datafusion:parquet	27072342 / 26874608 / +0.7%	46549430 / 44978764 / +3.5%	0.58 / 0.60 / -2.7%
tpcds_q94/datafusion:parquet	35341328 / 35876806 / -1.5%	48858549 / 48371540 / +1.0%	0.72 / 0.74 / -2.5%
tpcds_q95/datafusion:parquet	63408571 / 64911303 / -2.3%	77195507 / 80711697 / -4.4%	0.82 / 0.80 / +2.1%
tpcds_q96/datafusion:parquet	12342940 / 12391568 / -0.4%	24307752 / 24546508 / -1.0%	0.51 / 0.50 / +0.6%
tpcds_q97/datafusion:parquet	35321412 / 35935177 / -1.7%	51374398 / 51601225 / -0.4%	0.69 / 0.70 / -1.3%
tpcds_q98/datafusion:parquet	24873104 / 24923890 / -0.2%	40509571 / 39166129 / +3.4%	0.61 / 0.64 / -3.5%
tpcds_q99/datafusion:parquet	29786477 / 29719451 / +0.2%	41965527 / 43251836 / -3.0%	0.71 / 0.69 / +3.3%

duckdb / vortex-compact / ns (1.009x ➖, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/duckdb:vortex-compact	17824838 / 17426392 / +2.3%	25709546 / 26003191 / -1.1%	0.69 / 0.67 / +3.5%
tpcds_q02/duckdb:vortex-compact	16861324 / 16609666 / +1.5%	24292570 / 23824978 / +2.0%	0.69 / 0.70 / -0.4%
tpcds_q03/duckdb:vortex-compact	8108166 / 8089608 / +0.2%	17110901 / 16689840 / +2.5%	0.47 / 0.48 / -2.2%
tpcds_q04/duckdb:vortex-compact	47193349 / 46604444 / +1.3%	57583622 / 57541720 / +0.1%	0.82 / 0.81 / +1.2%
tpcds_q05/duckdb:vortex-compact	25291233 / 25060677 / +0.9%	33518233 / 32725810 / +2.4%	0.75 / 0.77 / -1.5%
tpcds_q06/duckdb:vortex-compact	25158316 / 24893848 / +1.1%	38786745 / 38773110 / +0.0%	0.65 / 0.64 / +1.0%
tpcds_q07/duckdb:vortex-compact	18651232 / 18139391 / +2.8%	29119341 / 27780866 / +4.8%	0.64 / 0.65 / -1.9%
tpcds_q08/duckdb:vortex-compact	22429926 / 21965906 / +2.1%	29045558 / 29758566 / -2.4%	0.77 / 0.74 / +4.6%
tpcds_q09/duckdb:vortex-compact	22012526 / 21500978 / +2.4%	30693601 / 30093307 / +2.0%	0.72 / 0.71 / +0.4%
tpcds_q10/duckdb:vortex-compact	31018762 / 30662688 / +1.2%	44328203 / 44639333 / -0.7%	0.70 / 0.69 / +1.9%
tpcds_q11/duckdb:vortex-compact	38204028 / 37777145 / +1.1%	47301240 / 47063686 / +0.5%	0.81 / 0.80 / +0.6%
tpcds_q12/duckdb:vortex-compact	13002088 / 12866804 / +1.1%	20700532 / 19879394 / +4.1%	0.63 / 0.65 / -3.0%
tpcds_q13/duckdb:vortex-compact	37774140 / 37847484 / -0.2%	48621478 / 48204048 / +0.9%	0.78 / 0.79 / -1.1%
tpcds_q14/duckdb:vortex-compact	58246006 / 57331381 / +1.6%	68996250 / 69547959 / -0.8%	0.84 / 0.82 / +2.4%
tpcds_q15/duckdb:vortex-compact	14616088 / 14394067 / +1.5%	22425017 / 22637459 / -0.9%	0.65 / 0.64 / +2.5%
tpcds_q16/duckdb:vortex-compact	27262416 / 27148458 / +0.4%	36387337 / 35328948 / +3.0%	0.75 / 0.77 / -2.5%
tpcds_q17/duckdb:vortex-compact	29171320 / 28460445 / +2.5%	42870480 / 43665640 / -1.8%	0.68 / 0.65 / +4.4%
tpcds_q18/duckdb:vortex-compact	36925936 / 35139110 / +5.1%	45547254 / 45941476 / -0.9%	0.81 / 0.76 / +6.0%
tpcds_q19/duckdb:vortex-compact	82296513 / 81279992 / +1.3%	93987004 / 94290310 / -0.3%	0.88 / 0.86 / +1.6%
tpcds_q20/duckdb:vortex-compact	13141855 / 13326761 / -1.4%	21213081 / 20929741 / +1.4%	0.62 / 0.64 / -2.7%
tpcds_q21/duckdb:vortex-compact	12050778 / 12005219 / +0.4%	23069657 / 23101373 / -0.1%	0.52 / 0.52 / +0.5%
tpcds_q22/duckdb:vortex-compact	19902492 / 19471654 / +2.2%	30207192 / 30282107 / -0.2%	0.66 / 0.64 / +2.5%
tpcds_q23/duckdb:vortex-compact	40481262 / 39774765 / +1.8%	51714014 / 52136746 / -0.8%	0.78 / 0.76 / +2.6%
tpcds_q24/duckdb:vortex-compact	28987644 / 28976782 / +0.0%	39791583 / 40374039 / -1.4%	0.73 / 0.72 / +1.5%
tpcds_q25/duckdb:vortex-compact	28094422 / 27589352 / +1.8%	41659371 / 41868722 / -0.5%	0.67 / 0.66 / +2.3%
tpcds_q26/duckdb:vortex-compact	17224986 / 17277542 / -0.3%	25719300 / 25676978 / +0.2%	0.67 / 0.67 / -0.5%
tpcds_q27/duckdb:vortex-compact	21420976 / 20346897 / +5.3%	30808972 / 31179714 / -1.2%	0.70 / 0.65 / +6.5%
tpcds_q28/duckdb:vortex-compact	21512784 / 21696156 / -0.8%	30410185 / 30798164 / -1.3%	0.71 / 0.70 / +0.4%
tpcds_q29/duckdb:vortex-compact	27381226 / 27367384 / +0.1%	42443293 / 42657066 / -0.5%	0.65 / 0.64 / +0.6%
tpcds_q30/duckdb:vortex-compact	18238729 / 18106767 / +0.7%	26811328 / 26899513 / -0.3%	0.68 / 0.67 / +1.1%
tpcds_q31/duckdb:vortex-compact	19626696 / 18793640 / +4.4%	27936510 / 27149463 / +2.9%	0.70 / 0.69 / +1.5%
tpcds_q32/duckdb:vortex-compact	13255306 / 12868874 / +3.0%	22470469 / 22666826 / -0.9%	0.59 / 0.57 / +3.9%
tpcds_q33/duckdb:vortex-compact	20195984 / 20359108 / -0.8%	30261432 / 30050665 / +0.7%	0.67 / 0.68 / -1.5%
tpcds_q34/duckdb:vortex-compact	14671534 / 14511698 / +1.1%	26439862 / 24241173 / +9.1%	0.55 / 0.60 / -7.3%
tpcds_q35/duckdb:vortex-compact	32125006 / 31319370 / +2.6%	44181162 / 42924990 / +2.9%	0.73 / 0.73 / -0.3%
tpcds_q36/duckdb:vortex-compact	15815575 / 16048216 / -1.4%	26361004 / 25402675 / +3.8%	0.60 / 0.63 / -5.0%
tpcds_q37/duckdb:vortex-compact	13510820 / 13556196 / -0.3%	26375719 / 27426842 / -3.8%	0.51 / 0.49 / +3.6%
tpcds_q38/duckdb:vortex-compact	24952897 / 24971754 / -0.1%	33239171 / 32474223 / +2.4%	0.75 / 0.77 / -2.4%
tpcds_q39/duckdb:vortex-compact	20664088 / 21130863 / -2.2%	32622048 / 31210411 / +4.5%	0.63 / 0.68 / -6.4%
tpcds_q40/duckdb:vortex-compact	15824368 / 16018876 / -1.2%	22845491 / 22328365 / +2.3%	0.69 / 0.72 / -3.5%
tpcds_q41/duckdb:vortex-compact	18706108 / 18595324 / +0.6%	26141588 / 25963755 / +0.7%	0.72 / 0.72 / -0.1%
tpcds_q42/duckdb:vortex-compact	8203064 / 8088183 / +1.4%	17283980 / 16632434 / +3.9%	0.47 / 0.49 / -2.4%
tpcds_q43/duckdb:vortex-compact	10700221 / 10844688 / -1.3%	22277703 / 18800820 / +18.5% 🔴	0.48 / 0.58 / -16.7%
tpcds_q44/duckdb:vortex-compact	15645517 / 15081750 / +3.7%	25854521 / 26764984 / -3.4%	0.61 / 0.56 / +7.4%
tpcds_q45/duckdb:vortex-compact	26330106 / 25949501 / +1.5%	33664336 / 34384321 / -2.1%	0.78 / 0.75 / +3.6%
tpcds_q46/duckdb:vortex-compact	19978894 / 19965549 / +0.1%	29380133 / 29025457 / +1.2%	0.68 / 0.69 / -1.1%
tpcds_q47/duckdb:vortex-compact	35312968 / 35549719 / -0.7%	45254812 / 44504122 / +1.7%	0.78 / 0.80 / -2.3%
tpcds_q48/duckdb:vortex-compact	39722122 / 39126353 / +1.5%	50659063 / 52935758 / -4.3%	0.78 / 0.74 / +6.1%
tpcds_q49/duckdb:vortex-compact	23027739 / 22907730 / +0.5%	37380785 / 37920208 / -1.4%	0.62 / 0.60 / +2.0%
tpcds_q50/duckdb:vortex-compact	19347774 / 19193918 / +0.8%	30549272 / 30465354 / +0.3%	0.63 / 0.63 / +0.5%
tpcds_q51/duckdb:vortex-compact	49407949 / 49435814 / -0.1%	60760782 / 59096935 / +2.8%	0.81 / 0.84 / -2.8%
tpcds_q52/duckdb:vortex-compact	8306131 / 8025046 / +3.5%	17376080 / 16483580 / +5.4%	0.48 / 0.49 / -1.8%
tpcds_q53/duckdb:vortex-compact	13203460 / 13038308 / +1.3%	22704875 / 22607598 / +0.4%	0.58 / 0.58 / +0.8%
tpcds_q54/duckdb:vortex-compact	21606038 / 21454102 / +0.7%	32129113 / 31127787 / +3.2%	0.67 / 0.69 / -2.4%
tpcds_q55/duckdb:vortex-compact	7954718 / 7837796 / +1.5%	16608368 / 16232166 / +2.3%	0.48 / 0.48 / -0.8%
tpcds_q56/duckdb:vortex-compact	19386930 / 19369632 / +0.1%	30175461 / 30330437 / -0.5%	0.64 / 0.64 / +0.6%
tpcds_q57/duckdb:vortex-compact	27312202 / 27176340 / +0.5%	36718883 / 34533990 / +6.3%	0.74 / 0.79 / -5.5%
tpcds_q58/duckdb:vortex-compact	21000373 / 20954872 / +0.2%	31568509 / 30600030 / +3.2%	0.67 / 0.68 / -2.9%
tpcds_q59/duckdb:vortex-compact	20891608 / 21295822 / -1.9%	28170271 / 27764566 / +1.5%	0.74 / 0.77 / -3.3%
tpcds_q60/duckdb:vortex-compact	20326593 / 20114170 / +1.1%	30495513 / 29943667 / +1.8%	0.67 / 0.67 / -0.8%
tpcds_q61/duckdb:vortex-compact	26400062 / 26282018 / +0.4%	36248176 / 35706122 / +1.5%	0.73 / 0.74 / -1.1%
tpcds_q62/duckdb:vortex-compact	13161332 / 12936913 / +1.7%	19666832 / 20426922 / -3.7%	0.67 / 0.63 / +5.7%
tpcds_q63/duckdb:vortex-compact	12695190 / 12744102 / -0.4%	21910250 / 22092372 / -0.8%	0.58 / 0.58 / +0.4%
tpcds_q64/duckdb:vortex-compact	57222094 / 56917222 / +0.5%	75289555 / 75826093 / -0.7%	0.76 / 0.75 / +1.3%
tpcds_q65/duckdb:vortex-compact	14118215 / 13682668 / +3.2%	23209065 / 22299598 / +4.1%	0.61 / 0.61 / -0.9%
tpcds_q66/duckdb:vortex-compact	31941728 / 33641474 / -5.1%	41316633 / 40094210 / +3.0%	0.77 / 0.84 / -7.9%
tpcds_q67/duckdb:vortex-compact	60049480 / 59504414 / +0.9%	68274255 / 69254467 / -1.4%	0.88 / 0.86 / +2.4%
tpcds_q68/duckdb:vortex-compact	19816756 / 20264215 / -2.2%	28595583 / 28742664 / -0.5%	0.69 / 0.71 / -1.7%
tpcds_q69/duckdb:vortex-compact	27471158 / 27088764 / +1.4%	41518150 / 42636298 / -2.6%	0.66 / 0.64 / +4.1%
tpcds_q70/duckdb:vortex-compact	17929524 / 17539546 / +2.2%	28544319 / 28489071 / +0.2%	0.63 / 0.62 / +2.0%
tpcds_q71/duckdb:vortex-compact	13930588 / 14068954 / -1.0%	25134324 / 24413070 / +3.0%	0.55 / 0.58 / -3.8%
tpcds_q72/duckdb:vortex-compact	59891763 / 59755576 / +0.2%	76618326 / 75485044 / +1.5%	0.78 / 0.79 / -1.3%
tpcds_q73/duckdb:vortex-compact	13683530 / 13292556 / +2.9%	22755197 / 24552871 / -7.3%	0.60 / 0.54 / +11.1%
tpcds_q74/duckdb:vortex-compact	26770656 / 26573292 / +0.7%	34293136 / 34375215 / -0.2%	0.78 / 0.77 / +1.0%
tpcds_q75/duckdb:vortex-compact	30870440 / 30183466 / +2.3%	41936349 / 41668305 / +0.6%	0.74 / 0.72 / +1.6%
tpcds_q76/duckdb:vortex-compact	14119258 / 14536249 / -2.9%	24862295 / 23557795 / +5.5%	0.57 / 0.62 / -8.0%
tpcds_q77/duckdb:vortex-compact	22736956 / 22903466 / -0.7%	32455712 / 30642713 / +5.9%	0.70 / 0.75 / -6.3%
tpcds_q78/duckdb:vortex-compact	44874223 / 44698793 / +0.4%	55957190 / 56010370 / -0.1%	0.80 / 0.80 / +0.5%
tpcds_q79/duckdb:vortex-compact	14822518 / 13938702 / +6.3%	23396262 / 22957627 / +1.9%	0.63 / 0.61 / +4.3%
tpcds_q80/duckdb:vortex-compact	40404814 / 39859105 / +1.4%	52825449 / 51724516 / +2.1%	0.76 / 0.77 / -0.7%
tpcds_q81/duckdb:vortex-compact	24567436 / 24496362 / +0.3%	31709225 / 31925688 / -0.7%	0.77 / 0.77 / +1.0%
tpcds_q82/duckdb:vortex-compact	13332894 / 13769476 / -3.2%	26476801 / 26017675 / +1.8%	0.50 / 0.53 / -4.8%
tpcds_q83/duckdb:vortex-compact	18705896 / 18240742 / +2.6%	25365290 / 26526977 / -4.4%	0.74 / 0.69 / +7.2%
tpcds_q84/duckdb:vortex-compact	17678048 / 17725919 / -0.3%	24802976 / 24246153 / +2.3%	0.71 / 0.73 / -2.5%
tpcds_q85/duckdb:vortex-compact	38867669 / 38410384 / +1.2%	52949305 / 52704245 / +0.5%	0.73 / 0.73 / +0.7%
tpcds_q86/duckdb:vortex-compact	10699286 / 10642594 / +0.5%	18051428 / 17999254 / +0.3%	0.59 / 0.59 / +0.2%
tpcds_q87/duckdb:vortex-compact	26664476 / 26216207 / +1.7%	34389787 / 33383964 / +3.0%	0.78 / 0.79 / -1.3%
tpcds_q88/duckdb:vortex-compact	33060490 / 32950752 / +0.3%	40933116 / 40489798 / +1.1%	0.81 / 0.81 / -0.8%
tpcds_q89/duckdb:vortex-compact	13929040 / 13738650 / +1.4%	23502317 / 23954988 / -1.9%	0.59 / 0.57 / +3.3%
tpcds_q90/duckdb:vortex-compact	8722372 / 8737708 / -0.2%	16147673 / 16443861 / -1.8%	0.54 / 0.53 / +1.7%
tpcds_q91/duckdb:vortex-compact	23017611 / 22907388 / +0.5%	32423189 / 32387232 / +0.1%	0.71 / 0.71 / +0.4%
tpcds_q92/duckdb:vortex-compact	14039851 / 14008400 / +0.2%	22709746 / 22512411 / +0.9%	0.62 / 0.62 / -0.6%
tpcds_q93/duckdb:vortex-compact	13164098 / 13160091 / +0.0%	28088297 / 27951902 / +0.5%	0.47 / 0.47 / -0.5%
tpcds_q94/duckdb:vortex-compact	24003528 / 23781438 / +0.9%	33292555 / 33331253 / -0.1%	0.72 / 0.71 / +1.1%
tpcds_q95/duckdb:vortex-compact	64112981 / 63873096 / +0.4%	73141581 / 73539903 / -0.5%	0.88 / 0.87 / +0.9%
tpcds_q96/duckdb:vortex-compact	8512421 / 8370577 / +1.7%	17591107 / 16592988 / +6.0%	0.48 / 0.50 / -4.1%
tpcds_q97/duckdb:vortex-compact	23682228 / 23236341 / +1.9%	32768526 / 33053011 / -0.9%	0.72 / 0.70 / +2.8%
tpcds_q98/duckdb:vortex-compact	14246607 / 13931356 / +2.3%	22768011 / 22825476 / -0.3%	0.63 / 0.61 / +2.5%
tpcds_q99/duckdb:vortex-compact	15583716 / 15272381 / +2.0%	22680756 / 22782407 / -0.4%	0.69 / 0.67 / +2.5%

duckdb / parquet / ns (1.011x ➖, 0↑ 1↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpcds_q01/duckdb:parquet	24474196 / 24327612 / +0.6%	31279156 / 31022598 / +0.8%	0.78 / 0.78 / -0.2%
tpcds_q02/duckdb:parquet	18226415 / 18364541 / -0.8%	24624956 / 24569895 / +0.2%	0.74 / 0.75 / -1.0%
tpcds_q03/duckdb:parquet	9874218 / 9829384 / +0.5%	15628598 / 16094634 / -2.9%	0.63 / 0.61 / +3.5%
tpcds_q04/duckdb:parquet	118903414 / 118406726 / +0.4%	127575238 / 127166014 / +0.3%	0.93 / 0.93 / +0.1%
tpcds_q05/duckdb:parquet	29053034 / 28672986 / +1.3%	33304429 / 33611871 / -0.9%	0.87 / 0.85 / +2.3%
tpcds_q06/duckdb:parquet	27130134 / 26675688 / +1.7%	36020221 / 35822236 / +0.6%	0.75 / 0.74 / +1.1%
tpcds_q07/duckdb:parquet	31331501 / 30802661 / +1.7%	39607928 / 40374145 / -1.9%	0.79 / 0.76 / +3.7%
tpcds_q08/duckdb:parquet	20234218 / 20112065 / +0.6%	24319109 / 24502991 / -0.8%	0.83 / 0.82 / +1.4%
tpcds_q09/duckdb:parquet	27710434 / 27150539 / +2.1%	29979142 / 31751930 / -5.6%	0.92 / 0.86 / +8.1%
tpcds_q10/duckdb:parquet	33290980 / 33155686 / +0.4%	41596102 / 41374038 / +0.5%	0.80 / 0.80 / -0.1%
tpcds_q11/duckdb:parquet	69916609 / 68837927 / +1.6%	76664499 / 76874787 / -0.3%	0.91 / 0.90 / +1.8%
tpcds_q12/duckdb:parquet	14277524 / 14225908 / +0.4%	19671976 / 19468684 / +1.0%	0.73 / 0.73 / -0.7%
tpcds_q13/duckdb:parquet	32342604 / 30861805 / +4.8%	39815549 / 39625662 / +0.5%	0.81 / 0.78 / +4.3%
tpcds_q14/duckdb:parquet	64943272 / 64471234 / +0.7%	70617277 / 70549107 / +0.1%	0.92 / 0.91 / +0.6%
tpcds_q15/duckdb:parquet	16913570 / 16926216 / -0.1%	23108591 / 23237887 / -0.6%	0.73 / 0.73 / +0.5%
tpcds_q16/duckdb:parquet	30680570 / 30822718 / -0.5%	37697376 / 37796457 / -0.3%	0.81 / 0.82 / -0.2%
tpcds_q17/duckdb:parquet	35320950 / 35112658 / +0.6%	41066455 / 40512581 / +1.4%	0.86 / 0.87 / -0.8%
tpcds_q18/duckdb:parquet	48123038 / 47534298 / +1.2%	56935842 / 55812814 / +2.0%	0.85 / 0.85 / -0.8%
tpcds_q19/duckdb:parquet	19101943 / 19862977 / -3.8%	26418551 / 27204743 / -2.9%	0.72 / 0.73 / -1.0%
tpcds_q20/duckdb:parquet	15277438 / 15153388 / +0.8%	20359894 / 20184048 / +0.9%	0.75 / 0.75 / -0.1%
tpcds_q21/duckdb:parquet	10936564 / 10908848 / +0.3%	17746447 / 16823467 / +5.5%	0.62 / 0.65 / -5.0%
tpcds_q22/duckdb:parquet	21064736 / 20881298 / +0.9%	27220287 / 26935119 / +1.1%	0.77 / 0.78 / -0.2%
tpcds_q23/duckdb:parquet	45447649 / 45280766 / +0.4%	51604958 / 48094728 / +7.3%	0.88 / 0.94 / -6.5%
tpcds_q24/duckdb:parquet	30964565 / 31324390 / -1.1%	37840524 / 37454540 / +1.0%	0.82 / 0.84 / -2.2%
tpcds_q25/duckdb:parquet	31020904 / 30892842 / +0.4%	37702808 / 37777391 / -0.2%	0.82 / 0.82 / +0.6%
tpcds_q26/duckdb:parquet	29522111 / 29265890 / +0.9%	35669292 / 35556133 / +0.3%	0.83 / 0.82 / +0.6%
tpcds_q27/duckdb:parquet	35256638 / 33600460 / +4.9%	42156628 / 41684785 / +1.1%	0.84 / 0.81 / +3.8%
tpcds_q28/duckdb:parquet	26781322 / 27055461 / -1.0%	33599597 / 33816399 / -0.6%	0.80 / 0.80 / -0.4%
tpcds_q29/duckdb:parquet	32488216 / 33845985 / -4.0%	39838798 / 39812778 / +0.1%	0.82 / 0.85 / -4.1%
tpcds_q30/duckdb:parquet	36147561 / 35726513 / +1.2%	45064721 / 44415757 / +1.5%	0.80 / 0.80 / -0.3%
tpcds_q31/duckdb:parquet	36407669 / 35755278 / +1.8%	42790360 / 43764705 / -2.2%	0.85 / 0.82 / +4.1%
tpcds_q32/duckdb:parquet	14676708 / 14499726 / +1.2%	20901643 / 21080379 / -0.8%	0.70 / 0.69 / +2.1%
tpcds_q33/duckdb:parquet	24019422 / 24879218 / -3.5%	29543756 / 28922286 / +2.1%	0.81 / 0.86 / -5.5%
tpcds_q34/duckdb:parquet	17601310 / 17272238 / +1.9%	24917817 / 24671370 / +1.0%	0.71 / 0.70 / +0.9%
tpcds_q35/duckdb:parquet	35502352 / 35826298 / -0.9%	44407024 / 43874114 / +1.2%	0.80 / 0.82 / -2.1%
tpcds_q36/duckdb:parquet	40539970 / 40202567 / +0.8%	48683542 / 48518582 / +0.3%	0.83 / 0.83 / +0.5%
tpcds_q37/duckdb:parquet	13262691 / 13007400 / +2.0%	19155692 / 20027874 / -4.4%	0.69 / 0.65 / +6.6%
tpcds_q38/duckdb:parquet	30109650 / 29660296 / +1.5%	34292523 / 33926629 / +1.1%	0.88 / 0.87 / +0.4%
tpcds_q39/duckdb:parquet	23817498 / 23410192 / +1.7%	29526565 / 29793823 / -0.9%	0.81 / 0.79 / +2.7%
tpcds_q40/duckdb:parquet	16454620 / 16258907 / +1.2%	21646647 / 21824548 / -0.8%	0.76 / 0.74 / +2.0%
tpcds_q41/duckdb:parquet	12684415 / 12107374 / +4.8%	18884720 / 18441901 / +2.4%	0.67 / 0.66 / +2.3%
tpcds_q42/duckdb:parquet	9817706 / 9676826 / +1.5%	15748451 / 16382560 / -3.9%	0.62 / 0.59 / +5.5%
tpcds_q43/duckdb:parquet	12478457 / 12749106 / -2.1%	18378096 / 18254184 / +0.7%	0.68 / 0.70 / -2.8%
tpcds_q44/duckdb:parquet	21327944 / 20383748 / +4.6%	30759458 / 26928413 / +14.2% 🔴	0.69 / 0.76 / -8.4%
tpcds_q45/duckdb:parquet	21618523 / 21359628 / +1.2%	28578784 / 28113340 / +1.7%	0.76 / 0.76 / -0.4%
tpcds_q46/duckdb:parquet	37546258 / 35800652 / +4.9%	44678844 / 43747002 / +2.1%	0.84 / 0.82 / +2.7%
tpcds_q47/duckdb:parquet	34342381 / 34254300 / +0.3%	41173062 / 41161048 / +0.0%	0.83 / 0.83 / +0.2%
tpcds_q48/duckdb:parquet	29386640 / 31393962 / -6.4%	37778599 / 37549121 / +0.6%	0.78 / 0.84 / -7.0%
tpcds_q49/duckdb:parquet	29642088 / 31021178 / -4.4%	37838776 / 36633924 / +3.3%	0.78 / 0.85 / -7.5%
tpcds_q50/duckdb:parquet	19841240 / 19825552 / +0.1%	26729123 / 26287446 / +1.7%	0.74 / 0.75 / -1.6%
tpcds_q51/duckdb:parquet	52355158 / 52181155 / +0.3%	60858820 / 77099315 / -21.1% 🟢	0.86 / 0.68 / +27.1%
tpcds_q52/duckdb:parquet	9736242 / 9804994 / -0.7%	16190806 / 16607701 / -2.5%	0.60 / 0.59 / +1.9%
tpcds_q53/duckdb:parquet	14324682 / 14242878 / +0.6%	21875867 / 21165706 / +3.4%	0.65 / 0.67 / -2.7%
tpcds_q54/duckdb:parquet	25806584 / 25128006 / +2.7%	32795087 / 31903779 / +2.8%	0.79 / 0.79 / -0.1%
tpcds_q55/duckdb:parquet	9898612 / 9694612 / +2.1%	16400185 / 15719026 / +4.3%	0.60 / 0.62 / -2.1%
tpcds_q56/duckdb:parquet	25906326 / 26571920 / -2.5%	31650168 / 30440580 / +4.0%	0.82 / 0.87 / -6.2%
tpcds_q57/duckdb:parquet	31187528 / 30746184 / +1.4%	36291796 / 36339088 / -0.1%	0.86 / 0.85 / +1.6%
tpcds_q58/duckdb:parquet	25626184 / 25001003 / +2.5%	30356068 / 30600011 / -0.8%	0.84 / 0.82 / +3.3%
tpcds_q59/duckdb:parquet	23671092 / 23337506 / +1.4%	29908722 / 29928780 / -0.1%	0.79 / 0.78 / +1.5%
tpcds_q60/duckdb:parquet	29479836 / 27171473 / +8.5%	32538989 / 33014405 / -1.4%	0.91 / 0.82 / +10.1%
tpcds_q61/duckdb:parquet	26032252 / 24847957 / +4.8%	31130057 / 29789448 / +4.5%	0.84 / 0.83 / +0.3%
tpcds_q62/duckdb:parquet	13193229 / 13233002 / -0.3%	18186353 / 18236335 / -0.3%	0.73 / 0.73 / -0.0%
tpcds_q63/duckdb:parquet	13743335 / 14205768 / -3.3%	20712891 / 19853543 / +4.3%	0.66 / 0.72 / -7.3%
tpcds_q64/duckdb:parquet	71637277 / 70928505 / +1.0%	82833233 / 82143417 / +0.8%	0.86 / 0.86 / +0.2%
tpcds_q65/duckdb:parquet	21350072 / 18921847 / +12.8% 🔴	25068722 / 24987865 / +0.3%	0.85 / 0.76 / +12.5%
tpcds_q66/duckdb:parquet	36275208 / 35543430 / +2.1%	42821130 / 42386370 / +1.0%	0.85 / 0.84 / +1.0%
tpcds_q67/duckdb:parquet	63082501 / 60537394 / +4.2%	68120817 / 66988249 / +1.7%	0.93 / 0.90 / +2.5%
tpcds_q68/duckdb:parquet	28884188 / 28342236 / +1.9%	37161349 / 36880558 / +0.8%	0.78 / 0.77 / +1.1%
tpcds_q69/duckdb:parquet	26437406 / 26021930 / +1.6%	35171510 / 34832455 / +1.0%	0.75 / 0.75 / +0.6%
tpcds_q70/duckdb:parquet	19621270 / 19552218 / +0.4%	26872899 / 26809472 / +0.2%	0.73 / 0.73 / +0.1%
tpcds_q71/duckdb:parquet	17301388 / 17266274 / +0.2%	24474511 / 23885848 / +2.5%	0.71 / 0.72 / -2.2%
tpcds_q72/duckdb:parquet	55403634 / 54713788 / +1.3%	62439023 / 62945125 / -0.8%	0.89 / 0.87 / +2.1%
tpcds_q73/duckdb:parquet	15334770 / 15191090 / +0.9%	22178247 / 21650462 / +2.4%	0.69 / 0.70 / -1.5%
tpcds_q74/duckdb:parquet	86376376 / 84730423 / +1.9%	91729790 / 91583753 / +0.2%	0.94 / 0.93 / +1.8%
tpcds_q75/duckdb:parquet	46292130 / 46720021 / -0.9%	52474407 / 51601849 / +1.7%	0.88 / 0.91 / -2.6%
tpcds_q76/duckdb:parquet	17708226 / 19225150 / -7.9%	24368801 / 24611716 / -1.0%	0.73 / 0.78 / -7.0%
tpcds_q77/duckdb:parquet	25621988 / 24537329 / +4.4%	32134418 / 31675856 / +1.4%	0.80 / 0.77 / +2.9%
tpcds_q78/duckdb:parquet	78885801 / 79063064 / -0.2%	86693088 / 88000527 / -1.5%	0.91 / 0.90 / +1.3%
tpcds_q79/duckdb:parquet	23697174 / 21672474 / +9.3%	29688260 / 29317333 / +1.3%	0.80 / 0.74 / +8.0%
tpcds_q80/duckdb:parquet	39001087 / 36775089 / +6.1%	45087036 / 44422586 / +1.5%	0.87 / 0.83 / +4.5%
tpcds_q81/duckdb:parquet	37052162 / 36594288 / +1.3%	45384826 / 44970213 / +0.9%	0.82 / 0.81 / +0.3%
tpcds_q82/duckdb:parquet	14013292 / 14008810 / +0.0%	20689328 / 20729412 / -0.2%	0.68 / 0.68 / +0.2%
tpcds_q83/duckdb:parquet	20943798 / 20627038 / +1.5%	25833138 / 25441708 / +1.5%	0.81 / 0.81 / -0.0%
tpcds_q84/duckdb:parquet	23954769 / 23183848 / +3.3%	29639517 / 29132303 / +1.7%	0.81 / 0.80 / +1.6%
tpcds_q85/duckdb:parquet	32642325 / 32992388 / -1.1%	40216199 / 40164727 / +0.1%	0.81 / 0.82 / -1.2%
tpcds_q86/duckdb:parquet	12348524 / 11935036 / +3.5%	17598794 / 17466964 / +0.8%	0.70 / 0.68 / +2.7%
tpcds_q87/duckdb:parquet	31707722 / 31435782 / +0.9%	36164637 / 35506402 / +1.9%	0.88 / 0.89 / -1.0%
tpcds_q88/duckdb:parquet	40466928 / 39894160 / +1.4%	47983162 / 46594499 / +3.0%	0.84 / 0.86 / -1.5%
tpcds_q89/duckdb:parquet	14512061 / 14447672 / +0.4%	22018189 / 21601578 / +1.9%	0.66 / 0.67 / -1.5%
tpcds_q90/duckdb:parquet	10615575 / 10164360 / +4.4%	15543111 / 15743843 / -1.3%	0.68 / 0.65 / +5.8%
tpcds_q91/duckdb:parquet	21634851 / 21397595 / +1.1%	29001885 / 29811201 / -2.7%	0.75 / 0.72 / +3.9%
tpcds_q92/duckdb:parquet	15873408 / 15940302 / -0.4%	22256025 / 22292395 / -0.2%	0.71 / 0.72 / -0.3%
tpcds_q93/duckdb:parquet	14288768 / 14216258 / +0.5%	20810856 / 20732809 / +0.4%	0.69 / 0.69 / +0.1%
tpcds_q94/duckdb:parquet	25766790 / 25653914 / +0.4%	33122827 / 33338023 / -0.6%	0.78 / 0.77 / +1.1%
tpcds_q95/duckdb:parquet	44522858 / 44089942 / +1.0%	50117523 / 50234925 / -0.2%	0.89 / 0.88 / +1.2%
tpcds_q96/duckdb:parquet	8539620 / 8269368 / +3.3%	14021963 / 13906262 / +0.8%	0.61 / 0.59 / +2.4%
tpcds_q97/duckdb:parquet	27820638 / 27549753 / +1.0%	33327761 / 34670492 / -3.9%	0.83 / 0.79 / +5.1%
tpcds_q98/duckdb:parquet	17046130 / 16760576 / +1.7%	23702691 / 23736534 / -0.1%	0.72 / 0.71 / +1.8%
tpcds_q99/duckdb:parquet	19542498 / 19210266 / +1.7%	24414356 / 24363998 / +0.2%	0.80 / 0.79 / +1.5%

github-actions · 2026-10-29T19:34:13Z

Benchmarks: Compression 📖

Commits: PR 8cc24be6 vs base none

No baseline is available for this benchmark yet; PR measurements are shown without comparison.

vortex / vortex-file-compressed / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
compress time/arade	491715070 / — / no baseline	495810550 / — / no baseline	0.99 / — / no baseline
compress time/bimbo	1993575576 / — / no baseline	1951515437 / — / no baseline	1.02 / — / no baseline
compress time/cmsprovider	983195208 / — / no baseline	961994640 / — / no baseline	1.02 / — / no baseline
compress time/euro2016	168084344 / — / no baseline	168865972 / — / no baseline	1.00 / — / no baseline
compress time/food	227090588 / — / no baseline	227739327 / — / no baseline	1.00 / — / no baseline
compress time/hashtags	377415086 / — / no baseline	375490841 / — / no baseline	1.01 / — / no baseline
compress time/taxi	186753664 / — / no baseline	184428242 / — / no baseline	1.01 / — / no baseline
compress time/tpc-h l_comment canonical	394396566 / — / no baseline	390543334 / — / no baseline	1.01 / — / no baseline
compress time/tpc-h l_comment chunked	395271594 / — / no baseline	390045284 / — / no baseline	1.01 / — / no baseline
compress time/wide table cols=100 chunks=1 rows=1000	4258154 / — / no baseline	5348657 / — / no baseline	0.80 / — / no baseline
compress time/wide table cols=100 chunks=50 rows=1000	4277415 / — / no baseline	5451551 / — / no baseline	0.78 / — / no baseline
compress time/wide table cols=1000 chunks=1 rows=1000	40745470 / — / no baseline	40250099 / — / no baseline	1.01 / — / no baseline
compress time/wide table cols=1000 chunks=50 rows=1000	40808584 / — / no baseline	40309142 / — / no baseline	1.01 / — / no baseline
compress time/wide table cols=10000 chunks=1 rows=1000	463033749 / — / no baseline	458456952 / — / no baseline	1.01 / — / no baseline
compress time/wide table cols=10000 chunks=50 rows=1000	461924566 / — / no baseline	455394387 / — / no baseline	1.01 / — / no baseline
decompress time/arade	14021925 / — / no baseline	15934928 / — / no baseline	0.88 / — / no baseline
decompress time/bimbo	68091450 / — / no baseline	74112620 / — / no baseline	0.92 / — / no baseline
decompress time/cmsprovider	38932274 / — / no baseline	40175512 / — / no baseline	0.97 / — / no baseline
decompress time/euro2016	14714940 / — / no baseline	15735376 / — / no baseline	0.94 / — / no baseline
decompress time/food	3974524 / — / no baseline	5005943 / — / no baseline	0.79 / — / no baseline
decompress time/hashtags	39736555 / — / no baseline	40198906 / — / no baseline	0.99 / — / no baseline
decompress time/taxi	9641708 / — / no baseline	12455072 / — / no baseline	0.77 / — / no baseline
decompress time/tpc-h l_comment canonical	14870643 / — / no baseline	15985748 / — / no baseline	0.93 / — / no baseline
decompress time/tpc-h l_comment chunked	14946239 / — / no baseline	15777540 / — / no baseline	0.95 / — / no baseline
decompress time/wide table cols=100 chunks=1 rows=1000	1352004 / — / no baseline	1568573 / — / no baseline	0.86 / — / no baseline
decompress time/wide table cols=100 chunks=50 rows=1000	1454689 / — / no baseline	1572941 / — / no baseline	0.92 / — / no baseline
decompress time/wide table cols=1000 chunks=1 rows=1000	12643657 / — / no baseline	13682831 / — / no baseline	0.92 / — / no baseline
decompress time/wide table cols=1000 chunks=50 rows=1000	13258046 / — / no baseline	13918819 / — / no baseline	0.95 / — / no baseline
decompress time/wide table cols=10000 chunks=1 rows=1000	134497426 / — / no baseline	140218359 / — / no baseline	0.96 / — / no baseline
decompress time/wide table cols=10000 chunks=50 rows=1000	133698870 / — / no baseline	139934151 / — / no baseline	0.96 / — / no baseline

vortex / vortex-file-compressed / bytes (no group data, 0↑ 0↓)

name	bytes (PR / base / %diff)
vortex-file-compressed size/arade	142213596 / — / no baseline
vortex-file-compressed size/bimbo	458580972 / — / no baseline
vortex-file-compressed size/cmsprovider	420807812 / — / no baseline
vortex-file-compressed size/euro2016	164571516 / — / no baseline
vortex-file-compressed size/food	38950912 / — / no baseline
vortex-file-compressed size/hashtags	195463068 / — / no baseline
vortex-file-compressed size/taxi	49997700 / — / no baseline
vortex-file-compressed size/tpc-h l_comment canonical	178708512 / — / no baseline
vortex-file-compressed size/tpc-h l_comment chunked	178708512 / — / no baseline
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	934080 / — / no baseline
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	934080 / — / no baseline
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9325680 / — / no baseline
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9325680 / — / no baseline
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	93277680 / — / no baseline
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	93277680 / — / no baseline

vortex / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
compress time/arade	734807930 / — / no baseline	743051740 / — / no baseline	0.99 / — / no baseline
compress time/bimbo	1978218518 / — / no baseline	1981193296 / — / no baseline	1.00 / — / no baseline
compress time/cmsprovider	1059708298 / — / no baseline	1060358623 / — / no baseline	1.00 / — / no baseline
compress time/euro2016	645094932 / — / no baseline	646127024 / — / no baseline	1.00 / — / no baseline
compress time/food	319439352 / — / no baseline	321348590 / — / no baseline	0.99 / — / no baseline
compress time/hashtags	345182368 / — / no baseline	343750439 / — / no baseline	1.00 / — / no baseline
compress time/taxi	193404282 / — / no baseline	194940694 / — / no baseline	0.99 / — / no baseline
compress time/tpc-h l_comment canonical	1058121874 / — / no baseline	1059228298 / — / no baseline	1.00 / — / no baseline
compress time/tpc-h l_comment chunked	1054717903 / — / no baseline	1060389774 / — / no baseline	0.99 / — / no baseline
compress time/wide table cols=100 chunks=1 rows=1000	3733848 / — / no baseline	4039669 / — / no baseline	0.92 / — / no baseline
compress time/wide table cols=100 chunks=50 rows=1000	3664812 / — / no baseline	4109828 / — / no baseline	0.89 / — / no baseline
compress time/wide table cols=1000 chunks=1 rows=1000	36082737 / — / no baseline	35767599 / — / no baseline	1.01 / — / no baseline
compress time/wide table cols=1000 chunks=50 rows=1000	36227264 / — / no baseline	36573698 / — / no baseline	0.99 / — / no baseline
compress time/wide table cols=10000 chunks=1 rows=1000	373706606 / — / no baseline	373893662 / — / no baseline	1.00 / — / no baseline
compress time/wide table cols=10000 chunks=50 rows=1000	369568000 / — / no baseline	370746154 / — / no baseline	1.00 / — / no baseline
decompress time/arade	49084843 / — / no baseline	49457978 / — / no baseline	0.99 / — / no baseline
decompress time/bimbo	89058358 / — / no baseline	89053830 / — / no baseline	1.00 / — / no baseline
decompress time/cmsprovider	102786017 / — / no baseline	102586520 / — / no baseline	1.00 / — / no baseline
decompress time/euro2016	149779606 / — / no baseline	150467906 / — / no baseline	1.00 / — / no baseline
decompress time/food	25060991 / — / no baseline	25263949 / — / no baseline	0.99 / — / no baseline
decompress time/hashtags	417997864 / — / no baseline	418096514 / — / no baseline	1.00 / — / no baseline
decompress time/taxi	58634621 / — / no baseline	58939324 / — / no baseline	0.99 / — / no baseline
decompress time/tpc-h l_comment canonical	82358130 / — / no baseline	82619945 / — / no baseline	1.00 / — / no baseline
decompress time/tpc-h l_comment chunked	82408472 / — / no baseline	82677962 / — / no baseline	1.00 / — / no baseline
decompress time/wide table cols=100 chunks=1 rows=1000	2066276 / — / no baseline	2266838 / — / no baseline	0.91 / — / no baseline
decompress time/wide table cols=100 chunks=50 rows=1000	2066980 / — / no baseline	2457383 / — / no baseline	0.84 / — / no baseline
decompress time/wide table cols=1000 chunks=1 rows=1000	23683636 / — / no baseline	25503398 / — / no baseline	0.93 / — / no baseline
decompress time/wide table cols=1000 chunks=50 rows=1000	23543202 / — / no baseline	24976863 / — / no baseline	0.94 / — / no baseline
decompress time/wide table cols=10000 chunks=1 rows=1000	254696654 / — / no baseline	263088216 / — / no baseline	0.97 / — / no baseline
decompress time/wide table cols=10000 chunks=50 rows=1000	252201440 / — / no baseline	253683521 / — / no baseline	0.99 / — / no baseline

vortex / parquet / bytes (no group data, 0↑ 0↓)

name	bytes (PR / base / %diff)
parquet size/arade	258014282 / — / no baseline
parquet size/bimbo	384517292 / — / no baseline
parquet size/cmsprovider	376887911 / — / no baseline
parquet size/euro2016	122979049 / — / no baseline
parquet size/food	35699500 / — / no baseline
parquet size/hashtags	133497590 / — / no baseline
parquet size/taxi	55283635 / — / no baseline
parquet size/tpc-h l_comment canonical	158358238 / — / no baseline
parquet size/tpc-h l_comment chunked	158358238 / — / no baseline
parquet size/wide table cols=100 chunks=1 rows=1000	932404 / — / no baseline
parquet size/wide table cols=100 chunks=50 rows=1000	932404 / — / no baseline
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004 / — / no baseline
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004 / — / no baseline
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004 / — / no baseline
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004 / — / no baseline

vortex / arrow-ipc / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
compress time/arade	96038426 / — / no baseline	121080013 / — / no baseline	0.79 / — / no baseline
compress time/bimbo	607020671 / — / no baseline	670234994 / — / no baseline	0.91 / — / no baseline
compress time/cmsprovider	378318531 / — / no baseline	440375187 / — / no baseline	0.86 / — / no baseline
compress time/euro2016	38284316 / — / no baseline	72067523 / — / no baseline	0.53 / — / no baseline
compress time/food	40353062 / — / no baseline	53669278 / — / no baseline	0.75 / — / no baseline
compress time/hashtags	77837349 / — / no baseline	151582503 / — / no baseline	0.51 / — / no baseline
compress time/taxi	59603846 / — / no baseline	75449201 / — / no baseline	0.79 / — / no baseline
compress time/tpc-h l_comment canonical	129957112 / — / no baseline	170489954 / — / no baseline	0.76 / — / no baseline
compress time/tpc-h l_comment chunked	130388364 / — / no baseline	169269921 / — / no baseline	0.77 / — / no baseline
compress time/wide table cols=100 chunks=1 rows=1000	201952 / — / no baseline	221603 / — / no baseline	0.91 / — / no baseline
compress time/wide table cols=100 chunks=50 rows=1000	200503.5 / — / no baseline	218619 / — / no baseline	0.92 / — / no baseline
compress time/wide table cols=1000 chunks=1 rows=1000	2225256 / — / no baseline	2297617 / — / no baseline	0.97 / — / no baseline
compress time/wide table cols=1000 chunks=50 rows=1000	2190134 / — / no baseline	2267351 / — / no baseline	0.97 / — / no baseline
compress time/wide table cols=10000 chunks=1 rows=1000	24977355 / — / no baseline	24982233 / — / no baseline	1.00 / — / no baseline
compress time/wide table cols=10000 chunks=50 rows=1000	24593868 / — / no baseline	25033627 / — / no baseline	0.98 / — / no baseline
decompress time/arade	220451940 / — / no baseline	220820191 / — / no baseline	1.00 / — / no baseline
decompress time/bimbo	421803924 / — / no baseline	423491652 / — / no baseline	1.00 / — / no baseline
decompress time/cmsprovider	700143168 / — / no baseline	701282246 / — / no baseline	1.00 / — / no baseline
decompress time/euro2016	86220738 / — / no baseline	86568865 / — / no baseline	1.00 / — / no baseline
decompress time/food	68003362 / — / no baseline	68119332 / — / no baseline	1.00 / — / no baseline
decompress time/hashtags	165809714 / — / no baseline	178972029 / — / no baseline	0.93 / — / no baseline
decompress time/taxi	52612066 / — / no baseline	52825267 / — / no baseline	1.00 / — / no baseline
decompress time/tpc-h l_comment canonical	191807169 / — / no baseline	192052561 / — / no baseline	1.00 / — / no baseline
decompress time/tpc-h l_comment chunked	190202824 / — / no baseline	190360328 / — / no baseline	1.00 / — / no baseline
decompress time/wide table cols=100 chunks=1 rows=1000	326064 / — / no baseline	345588 / — / no baseline	0.94 / — / no baseline
decompress time/wide table cols=100 chunks=50 rows=1000	323990.5 / — / no baseline	364693 / — / no baseline	0.89 / — / no baseline
decompress time/wide table cols=1000 chunks=1 rows=1000	3637427 / — / no baseline	3765023 / — / no baseline	0.97 / — / no baseline
decompress time/wide table cols=1000 chunks=50 rows=1000	3499659 / — / no baseline	3526002 / — / no baseline	0.99 / — / no baseline
decompress time/wide table cols=10000 chunks=1 rows=1000	36409435 / — / no baseline	36501425 / — / no baseline	1.00 / — / no baseline
decompress time/wide table cols=10000 chunks=50 rows=1000	36462480 / — / no baseline	36746965 / — / no baseline	0.99 / — / no baseline

vortex / arrow-ipc / bytes (no group data, 0↑ 0↓)

name	bytes (PR / base / %diff)
arrow-ipc size/arade	680639722 / — / no baseline
arrow-ipc size/bimbo	3168319202 / — / no baseline
arrow-ipc size/cmsprovider	2394412322 / — / no baseline
arrow-ipc size/euro2016	359300042 / — / no baseline
arrow-ipc size/food	252069442 / — / no baseline
arrow-ipc size/hashtags	700364562 / — / no baseline
arrow-ipc size/taxi	474481242 / — / no baseline
arrow-ipc size/tpc-h l_comment canonical	1021072290 / — / no baseline
arrow-ipc size/tpc-h l_comment chunked	1021072290 / — / no baseline
arrow-ipc size/wide table cols=100 chunks=1 rows=1000	1231690 / — / no baseline
arrow-ipc size/wide table cols=100 chunks=50 rows=1000	1231690 / — / no baseline
arrow-ipc size/wide table cols=1000 chunks=1 rows=1000	12312506 / — / no baseline
arrow-ipc size/wide table cols=1000 chunks=50 rows=1000	12312506 / — / no baseline
arrow-ipc size/wide table cols=10000 chunks=1 rows=1000	123192506 / — / no baseline
arrow-ipc size/wide table cols=10000 chunks=50 rows=1000	123192506 / — / no baseline

github-actions · 2026-10-29T19:34:38Z

Benchmarks: Clickbench on NVME 📖

Commits: PR 98f50a38 vs base e148f028
Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.2%
Engines: DataFusion No clear signal (+0.2%, low confidence) · DuckDB No clear signal (-0.6%, low confidence)
Vortex (geomean): hot 0.994x ➖ · cold 0.996x ➖
Parquet (geomean): hot 0.996x ➖ · cold 1.009x ➖
Shifts: Parquet (control) -0.4% · 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-compact / 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-compact	1241808 / 1261444 / -1.6%	22124807 / 22193364 / -0.3%	0.06 / 0.06 / -1.3%
clickbench_q01/datafusion:vortex-compact	7191642 / 7705664 / -6.7%	30950389 / 36532359 / -15.3% 🟢	0.23 / 0.21 / +10.2%
clickbench_q02/datafusion:vortex-compact	13697382 / 13735380 / -0.3%	46426205 / 44657460 / +4.0%	0.30 / 0.31 / -4.1%
clickbench_q03/datafusion:vortex-compact	13129554 / 12768303 / +2.8%	49852146 / 46022935 / +8.3%	0.26 / 0.28 / -5.1%
clickbench_q04/datafusion:vortex-compact	59700412 / 58404253 / +2.2%	99352550 / 103339936 / -3.9%	0.60 / 0.57 / +6.3%
clickbench_q05/datafusion:vortex-compact	87612317 / 88471964 / -1.0%	135529781 / 133545477 / +1.5%	0.65 / 0.66 / -2.4%
clickbench_q06/datafusion:vortex-compact	1248581 / 1259942 / -0.9%	21228459 / 22796741 / -6.9%	0.06 / 0.06 / +6.4%
clickbench_q07/datafusion:vortex-compact	12236358 / 12537268 / -2.4%	39707443 / 35851196 / +10.8% 🔴	0.31 / 0.35 / -11.9%
clickbench_q08/datafusion:vortex-compact	80923962 / 85317719 / -5.1%	124178132 / 117522902 / +5.7%	0.65 / 0.73 / -10.2%
clickbench_q09/datafusion:vortex-compact	179059288 / 175749574 / +1.9%	201353701 / 210226797 / -4.2%	0.89 / 0.84 / +6.4%
clickbench_q10/datafusion:vortex-compact	27120177 / 26174931 / +3.6%	59936523 / 60199208 / -0.4%	0.45 / 0.43 / +4.1%
clickbench_q11/datafusion:vortex-compact	28878811 / 29546261 / -2.3%	64576343 / 63690693 / +1.4%	0.45 / 0.46 / -3.6%
clickbench_q12/datafusion:vortex-compact	89914442 / 91317846 / -1.5%	132375202 / 135117553 / -2.0%	0.68 / 0.68 / +0.5%
clickbench_q13/datafusion:vortex-compact	133439520 / 133952462 / -0.4%	189529246 / 195897890 / -3.3%	0.70 / 0.68 / +3.0%
clickbench_q14/datafusion:vortex-compact	94160288 / 96600084 / -2.5%	145129506 / 145493996 / -0.3%	0.65 / 0.66 / -2.3%
clickbench_q15/datafusion:vortex-compact	65805790 / 66190530 / -0.6%	99071173 / 100378057 / -1.3%	0.66 / 0.66 / +0.7%
clickbench_q16/datafusion:vortex-compact	162848154 / 165196609 / -1.4%	219164345 / 213900978 / +2.5%	0.74 / 0.77 / -3.8%
clickbench_q17/datafusion:vortex-compact	163806070 / 161663884 / +1.3%	222576170 / 224857182 / -1.0%	0.74 / 0.72 / +2.4%
clickbench_q18/datafusion:vortex-compact	301485574 / 297539278 / +1.3%	381664920 / 381500153 / +0.0%	0.79 / 0.78 / +1.3%
clickbench_q19/datafusion:vortex-compact	10112484 / 10107284 / +0.1%	41281055 / 43388558 / -4.9%	0.24 / 0.23 / +5.2%
clickbench_q20/datafusion:vortex-compact	93665311 / 90985415 / +2.9%	227443929 / 231321706 / -1.7%	0.41 / 0.39 / +4.7%
clickbench_q21/datafusion:vortex-compact	115642608 / 117872422 / -1.9%	259197195 / 260172757 / -0.4%	0.45 / 0.45 / -1.5%
clickbench_q22/datafusion:vortex-compact	219407373 / 220262283 / -0.4%	379806238 / 373193490 / +1.8%	0.58 / 0.59 / -2.1%
clickbench_q23/datafusion:vortex-compact	662908992 / 639252547 / +3.7%	780015149 / 830840348 / -6.1%	0.85 / 0.77 / +10.5%
clickbench_q24/datafusion:vortex-compact	32792239 / 34491348 / -4.9%	79306878 / 74127219 / +7.0%	0.41 / 0.47 / -11.1%
clickbench_q25/datafusion:vortex-compact	39946864 / 38453145 / +3.9%	81035523 / 78800835 / +2.8%	0.49 / 0.49 / +1.0%
clickbench_q26/datafusion:vortex-compact	32198259 / 33575629 / -4.1%	72311198 / 74912249 / -3.5%	0.45 / 0.45 / -0.7%
clickbench_q27/datafusion:vortex-compact	168631812 / 170009892 / -0.8%	259957476 / 266082344 / -2.3%	0.65 / 0.64 / +1.5%
clickbench_q28/datafusion:vortex-compact	613974844 / 609705328 / +0.7%	681581698 / 683906738 / -0.3%	0.90 / 0.89 / +1.0%
clickbench_q29/datafusion:vortex-compact	26033759 / 26176362 / -0.5%	55170198 / 52915243 / +4.3%	0.47 / 0.49 / -4.6%
clickbench_q30/datafusion:vortex-compact	73841112 / 72947194 / +1.2%	118459536 / 122039906 / -2.9%	0.62 / 0.60 / +4.3%
clickbench_q31/datafusion:vortex-compact	78006282 / 78907876 / -1.1%	151229134 / 153620812 / -1.6%	0.52 / 0.51 / +0.4%
clickbench_q32/datafusion:vortex-compact	290831657 / 288924424 / +0.7%	382791011 / 387043362 / -1.1%	0.76 / 0.75 / +1.8%
clickbench_q33/datafusion:vortex-compact	333969129 / 341567318 / -2.2%	429558701 / 428476917 / +0.3%	0.78 / 0.80 / -2.5%
clickbench_q34/datafusion:vortex-compact	332382582 / 331464824 / +0.3%	429210630 / 426481740 / +0.6%	0.77 / 0.78 / -0.4%
clickbench_q35/datafusion:vortex-compact	60490292 / 60421614 / +0.1%	91459066 / 95506039 / -4.2%	0.66 / 0.63 / +4.5%
clickbench_q36/datafusion:vortex-compact	44236377 / 44360583 / -0.3%	73832418 / 72793291 / +1.4%	0.60 / 0.61 / -1.7%
clickbench_q37/datafusion:vortex-compact	23463922 / 23019214 / +1.9%	48675616 / 50627683 / -3.9%	0.48 / 0.45 / +6.0%
clickbench_q38/datafusion:vortex-compact	19597678 / 19502574 / +0.5%	50434133 / 48715901 / +3.5%	0.39 / 0.40 / -2.9%
clickbench_q39/datafusion:vortex-compact	85247021 / 84826690 / +0.5%	117834136 / 119754326 / -1.6%	0.72 / 0.71 / +2.1%
clickbench_q40/datafusion:vortex-compact	12838178 / 12357350 / +3.9%	37686835 / 38713896 / -2.7%	0.34 / 0.32 / +6.7%
clickbench_q41/datafusion:vortex-compact	11372042 / 11586342 / -1.8%	35340945 / 36750486 / -3.8%	0.32 / 0.32 / +2.1%
clickbench_q42/datafusion:vortex-compact	10659405 / 10364691 / +2.8%	35099962 / 35710751 / -1.7%	0.30 / 0.29 / +4.6%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/datafusion:parquet	1248776 / 1255876 / -0.6%	50704666 / 51261799 / -1.1%	0.02 / 0.02 / +0.5%
clickbench_q01/datafusion:parquet	15845622 / 15719163 / +0.8%	68171115 / 67101091 / +1.6%	0.23 / 0.23 / -0.8%
clickbench_q02/datafusion:parquet	18669746 / 19429015 / -3.9%	81559927 / 80840176 / +0.9%	0.23 / 0.24 / -4.8%
clickbench_q03/datafusion:parquet	17480773 / 17346224 / +0.8%	80560417 / 80356127 / +0.3%	0.22 / 0.22 / +0.5%
clickbench_q04/datafusion:parquet	61510534 / 64382596 / -4.5%	123616696 / 126065223 / -1.9%	0.50 / 0.51 / -2.6%
clickbench_q05/datafusion:parquet	88501972 / 87578353 / +1.1%	157787700 / 157546371 / +0.2%	0.56 / 0.56 / +0.9%
clickbench_q06/datafusion:parquet	1260820 / 1270260 / -0.7%	51354100 / 49538823 / +3.7%	0.02 / 0.03 / -4.3%
clickbench_q07/datafusion:parquet	16946044 / 16810825 / +0.8%	69639226 / 67641707 / +3.0%	0.24 / 0.25 / -2.1%
clickbench_q08/datafusion:parquet	85535128 / 83901524 / +1.9%	166091723 / 156917733 / +5.8%	0.51 / 0.53 / -3.7%
clickbench_q09/datafusion:parquet	187384673 / 187986905 / -0.3%	273300726 / 264547775 / +3.3%	0.69 / 0.71 / -3.5%
clickbench_q10/datafusion:parquet	35992706 / 35858012 / +0.4%	101444163 / 99408040 / +2.0%	0.35 / 0.36 / -1.6%
clickbench_q11/datafusion:parquet	42958690 / 42193596 / +1.8%	111569562 / 109566699 / +1.8%	0.39 / 0.39 / -0.0%
clickbench_q12/datafusion:parquet	95834316 / 95656882 / +0.2%	167748219 / 162409857 / +3.3%	0.57 / 0.59 / -3.0%
clickbench_q13/datafusion:parquet	145782828 / 148170130 / -1.6%	229338406 / 229704607 / -0.2%	0.64 / 0.65 / -1.5%
clickbench_q14/datafusion:parquet	100887688 / 101841722 / -0.9%	172373413 / 173213189 / -0.5%	0.59 / 0.59 / -0.5%
clickbench_q15/datafusion:parquet	71664550 / 70462126 / +1.7%	132661404 / 132514285 / +0.1%	0.54 / 0.53 / +1.6%
clickbench_q16/datafusion:parquet	157157434 / 154561632 / +1.7%	237674658 / 237801708 / -0.1%	0.66 / 0.65 / +1.7%
clickbench_q17/datafusion:parquet	156132724 / 156353610 / -0.1%	239023431 / 236991834 / +0.9%	0.65 / 0.66 / -1.0%
clickbench_q18/datafusion:parquet	311107542 / 307397570 / +1.2%	425075538 / 416378601 / +2.1%	0.73 / 0.74 / -0.9%
clickbench_q19/datafusion:parquet	19026456 / 19012536 / +0.1%	78507157 / 76108297 / +3.2%	0.24 / 0.25 / -3.0%
clickbench_q20/datafusion:parquet	178619387 / 178296306 / +0.2%	299608373 / 281789723 / +6.3%	0.60 / 0.63 / -5.8%
clickbench_q21/datafusion:parquet	170970752 / 173463958 / -1.4%	317151199 / 299607418 / +5.9%	0.54 / 0.58 / -6.9%
clickbench_q22/datafusion:parquet	257778466 / 262165203 / -1.7%	456635121 / 429682724 / +6.3%	0.56 / 0.61 / -7.5%
clickbench_q23/datafusion:parquet	1014806726 / 1009828499 / +0.5%	1228730535 / 1191643014 / +3.1%	0.83 / 0.85 / -2.5%
clickbench_q24/datafusion:parquet	29887861 / 30048756 / -0.5%	90615268 / 89981801 / +0.7%	0.33 / 0.33 / -1.2%
clickbench_q25/datafusion:parquet	37083556 / 37564243 / -1.3%	105070151 / 102659865 / +2.3%	0.35 / 0.37 / -3.5%
clickbench_q26/datafusion:parquet	30405216 / 30821810 / -1.4%	90974123 / 89752784 / +1.4%	0.33 / 0.34 / -2.7%
clickbench_q27/datafusion:parquet	192191422 / 194345017 / -1.1%	305932850 / 289207881 / +5.8%	0.63 / 0.67 / -6.5%
clickbench_q28/datafusion:parquet	614833290 / 613253764 / +0.3%	709525368 / 707645358 / +0.3%	0.87 / 0.87 / -0.0%
clickbench_q29/datafusion:parquet	28496220 / 29784822 / -4.3%	91104453 / 90743403 / +0.4%	0.31 / 0.33 / -4.7%
clickbench_q30/datafusion:parquet	90368916 / 91149058 / -0.9%	174468533 / 175744833 / -0.7%	0.52 / 0.52 / -0.1%
clickbench_q31/datafusion:parquet	103447416 / 102377762 / +1.0%	198487179 / 199080813 / -0.3%	0.52 / 0.51 / +1.3%
clickbench_q32/datafusion:parquet	309128301 / 309491746 / -0.1%	430746045 / 433061755 / -0.5%	0.72 / 0.71 / +0.4%
clickbench_q33/datafusion:parquet	377169202 / 378129100 / -0.3%	476129070 / 479827958 / -0.8%	0.79 / 0.79 / +0.5%
clickbench_q34/datafusion:parquet	375111185 / 379216704 / -1.1%	479215169 / 478609411 / +0.1%	0.78 / 0.79 / -1.2%
clickbench_q35/datafusion:parquet	64980211 / 65293815 / -0.5%	123163050 / 123038359 / +0.1%	0.53 / 0.53 / -0.6%
clickbench_q36/datafusion:parquet	72845333 / 73469862 / -0.9%	138501633 / 137193462 / +1.0%	0.53 / 0.54 / -1.8%
clickbench_q37/datafusion:parquet	35250014 / 35204685 / +0.1%	91410246 / 91097358 / +0.3%	0.39 / 0.39 / -0.2%
clickbench_q38/datafusion:parquet	47482877 / 47839627 / -0.7%	109225571 / 108245704 / +0.9%	0.43 / 0.44 / -1.6%
clickbench_q39/datafusion:parquet	142818068 / 144061368 / -0.9%	210742173 / 212478991 / -0.8%	0.68 / 0.68 / -0.0%
clickbench_q40/datafusion:parquet	19777192 / 20152606 / -1.9%	77915364 / 77785220 / +0.2%	0.25 / 0.26 / -2.0%
clickbench_q41/datafusion:parquet	18472630 / 18849623 / -2.0%	75866585 / 76657524 / -1.0%	0.24 / 0.25 / -1.0%
clickbench_q42/datafusion:parquet	19400318 / 19472940 / -0.4%	74785885 / 75185315 / -0.5%	0.26 / 0.26 / +0.2%

duckdb / vortex-compact / ns (0.991x ➖, 1↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/duckdb:vortex-compact	2182400 / 2474974 / -11.8% 🟢	23273028 / 22172592 / +5.0%	0.09 / 0.11 / -16.0%
clickbench_q01/duckdb:vortex-compact	7329782 / 7681734 / -4.6%	27193644 / 30977271 / -12.2% 🟢	0.27 / 0.25 / +8.7%
clickbench_q02/duckdb:vortex-compact	10707437 / 10802666 / -0.9%	32971174 / 35180396 / -6.3%	0.32 / 0.31 / +5.8%
clickbench_q03/duckdb:vortex-compact	15619856 / 15910440 / -1.8%	50702456 / 49047412 / +3.4%	0.31 / 0.32 / -5.0%
clickbench_q04/duckdb:vortex-compact	59565972 / 59349332 / +0.4%	94884556 / 94608326 / +0.3%	0.63 / 0.63 / +0.1%
clickbench_q05/duckdb:vortex-compact	70890100 / 68670504 / +3.2%	100821970 / 99450595 / +1.4%	0.70 / 0.69 / +1.8%
clickbench_q06/duckdb:vortex-compact	2827852 / 2856764 / -1.0%	30286744 / 28980651 / +4.5%	0.09 / 0.10 / -5.3%
clickbench_q07/duckdb:vortex-compact	9294069 / 9618818 / -3.4%	29712241 / 29522672 / +0.6%	0.31 / 0.33 / -4.0%
clickbench_q08/duckdb:vortex-compact	71746686 / 72636313 / -1.2%	107511664 / 108950584 / -1.3%	0.67 / 0.67 / +0.1%
clickbench_q09/duckdb:vortex-compact	100549214 / 99658382 / +0.9%	139565366 / 135896444 / +2.7%	0.72 / 0.73 / -1.8%
clickbench_q10/duckdb:vortex-compact	31370118 / 31594648 / -0.7%	67851614 / 68234557 / -0.6%	0.46 / 0.46 / -0.2%
clickbench_q11/duckdb:vortex-compact	35093845 / 34984948 / +0.3%	71277555 / 73059321 / -2.4%	0.49 / 0.48 / +2.8%
clickbench_q12/duckdb:vortex-compact	75865016 / 76495596 / -0.8%	106056592 / 109458020 / -3.1%	0.72 / 0.70 / +2.4%
clickbench_q13/duckdb:vortex-compact	140431191 / 142242654 / -1.3%	180472779 / 177023315 / +1.9%	0.78 / 0.80 / -3.2%
clickbench_q14/duckdb:vortex-compact	82961807 / 83994869 / -1.2%	114540751 / 112180374 / +2.1%	0.72 / 0.75 / -3.3%
clickbench_q15/duckdb:vortex-compact	77570534 / 77649605 / -0.1%	111531976 / 112860610 / -1.2%	0.70 / 0.69 / +1.1%
clickbench_q16/duckdb:vortex-compact	146630551 / 148908030 / -1.5%	188565373 / 189252401 / -0.4%	0.78 / 0.79 / -1.2%
clickbench_q17/duckdb:vortex-compact	152547404 / 149326933 / +2.2%	187995133 / 185893373 / +1.1%	0.81 / 0.80 / +1.0%
clickbench_q18/duckdb:vortex-compact	258665964 / 262376926 / -1.4%	317014061 / 318734885 / -0.5%	0.82 / 0.82 / -0.9%
clickbench_q19/duckdb:vortex-compact	10612949 / 10633537 / -0.2%	39255890 / 37281197 / +5.3%	0.27 / 0.29 / -5.2%
clickbench_q20/duckdb:vortex-compact	80789374 / 80827670 / -0.0%	161068332 / 156600358 / +2.9%	0.50 / 0.52 / -2.8%
clickbench_q21/duckdb:vortex-compact	131996288 / 130526508 / +1.1%	270700472 / 274230570 / -1.3%	0.49 / 0.48 / +2.4%
clickbench_q22/duckdb:vortex-compact	284236046 / 284433162 / -0.1%	467952506 / 484016177 / -3.3%	0.61 / 0.59 / +3.4%
clickbench_q23/duckdb:vortex-compact	48481164 / 45667348 / +6.2%	83624456 / 79622282 / +5.0%	0.58 / 0.57 / +1.1%
clickbench_q24/duckdb:vortex-compact	17822142 / 18075856 / -1.4%	36791163 / 38791119 / -5.2%	0.48 / 0.47 / +4.0%
clickbench_q25/duckdb:vortex-compact	32538781 / 32527334 / +0.0%	61366496 / 61459401 / -0.2%	0.53 / 0.53 / +0.2%
clickbench_q26/duckdb:vortex-compact	14165489 / 14901440 / -4.9%	33396950 / 37384925 / -10.7% 🟢	0.42 / 0.40 / +6.4%
clickbench_q27/duckdb:vortex-compact	147226596 / 146656486 / +0.4%	258410089 / 263082430 / -1.8%	0.57 / 0.56 / +2.2%
clickbench_q28/duckdb:vortex-compact	538790162 / 538301668 / +0.1%	599305869 / 608251864 / -1.5%	0.90 / 0.88 / +1.6%
clickbench_q29/duckdb:vortex-compact	19530360 / 19900357 / -1.9%	43164475 / 45747680 / -5.6%	0.45 / 0.44 / +4.0%
clickbench_q30/duckdb:vortex-compact	82047192 / 83265025 / -1.5%	121713270 / 124798704 / -2.5%	0.67 / 0.67 / +1.0%
clickbench_q31/duckdb:vortex-compact	131158582 / 130217954 / +0.7%	204982019 / 205710367 / -0.4%	0.64 / 0.63 / +1.1%
clickbench_q32/duckdb:vortex-compact	384677852 / 386104554 / -0.4%	423729260 / 423891578 / -0.0%	0.91 / 0.91 / -0.3%
clickbench_q33/duckdb:vortex-compact	353253168 / 351248610 / +0.6%	452451446 / 463534048 / -2.4%	0.78 / 0.76 / +3.0%
clickbench_q34/duckdb:vortex-compact	376741404 / 376047698 / +0.2%	480688655 / 476056465 / +1.0%	0.78 / 0.79 / -0.8%
clickbench_q35/duckdb:vortex-compact	60359242 / 60744784 / -0.6%	88392639 / 90580014 / -2.4%	0.68 / 0.67 / +1.8%
clickbench_q36/duckdb:vortex-compact	12930498 / 12454660 / +3.8%	33590742 / 32200982 / +4.3%	0.38 / 0.39 / -0.5%
clickbench_q37/duckdb:vortex-compact	9816788 / 10423408 / -5.8%	27996084 / 29398702 / -4.8%	0.35 / 0.35 / -1.1%
clickbench_q38/duckdb:vortex-compact	8954494 / 9047458 / -1.0%	32846007 / 28958574 / +13.4% 🔴	0.27 / 0.31 / -12.7%
clickbench_q39/duckdb:vortex-compact	20764067 / 21095151 / -1.6%	41107407 / 43360993 / -5.2%	0.51 / 0.49 / +3.8%
clickbench_q40/duckdb:vortex-compact	8270310 / 8432742 / -1.9%	30479035 / 28100695 / +8.5%	0.27 / 0.30 / -9.6%
clickbench_q41/duckdb:vortex-compact	8700080 / 9075303 / -4.1%	31671228 / 29174844 / +8.6%	0.27 / 0.31 / -11.7%
clickbench_q42/duckdb:vortex-compact	7405969 / 7353009 / +0.7%	28078161 / 28102215 / -0.1%	0.26 / 0.26 / +0.8%

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

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
clickbench_q00/duckdb:parquet	11672514 / 11675714 / -0.0%	18952324 / 18906546 / +0.2%	0.62 / 0.62 / -0.3%
clickbench_q01/duckdb:parquet	17719866 / 17590210 / +0.7%	23988251 / 25693739 / -6.6%	0.74 / 0.68 / +7.9%
clickbench_q02/duckdb:parquet	24376870 / 24060928 / +1.3%	34998185 / 39398331 / -11.2% 🟢	0.70 / 0.61 / +14.1%
clickbench_q03/duckdb:parquet	24794228 / 24644680 / +0.6%	38942104 / 42495867 / -8.4%	0.64 / 0.58 / +9.8%
clickbench_q04/duckdb:parquet	63411920 / 63559733 / -0.2%	78893113 / 76895477 / +2.6%	0.80 / 0.83 / -2.8%
clickbench_q05/duckdb:parquet	84751532 / 86010460 / -1.5%	99411104 / 104774979 / -5.1%	0.85 / 0.82 / +3.9%
clickbench_q06/duckdb:parquet	22518892 / 23116991 / -2.6%	34138165 / 29875899 / +14.3% 🔴	0.66 / 0.77 / -14.7%
clickbench_q07/duckdb:parquet	19852864 / 18397734 / +7.9%	27786225 / 27385545 / +1.5%	0.71 / 0.67 / +6.4%
clickbench_q08/duckdb:parquet	76773634 / 78214002 / -1.8%	95835793 / 92197472 / +3.9%	0.80 / 0.85 / -5.6%
clickbench_q09/duckdb:parquet	105548140 / 106021010 / -0.4%	126394073 / 123016227 / +2.7%	0.84 / 0.86 / -3.1%
clickbench_q10/duckdb:parquet	42141360 / 42295810 / -0.4%	56897262 / 60689423 / -6.2%	0.74 / 0.70 / +6.3%
clickbench_q11/duckdb:parquet	47731868 / 48001771 / -0.6%	63433454 / 67787320 / -6.4%	0.75 / 0.71 / +6.3%
clickbench_q12/duckdb:parquet	95982402 / 94471366 / +1.6%	115172688 / 113239138 / +1.7%	0.83 / 0.83 / -0.1%
clickbench_q13/duckdb:parquet	152534720 / 154241616 / -1.1%	174952950 / 176445269 / -0.8%	0.87 / 0.87 / -0.3%
clickbench_q14/duckdb:parquet	104946695 / 103737419 / +1.2%	124557273 / 124897721 / -0.3%	0.84 / 0.83 / +1.4%
clickbench_q15/duckdb:parquet	89332872 / 91052918 / -1.9%	106189942 / 105015498 / +1.1%	0.84 / 0.87 / -3.0%
clickbench_q16/duckdb:parquet	175703860 / 182820740 / -3.9%	188620213 / 190281628 / -0.9%	0.93 / 0.96 / -3.0%
clickbench_q17/duckdb:parquet	181611733 / 181602952 / +0.0%	190810402 / 193945202 / -1.6%	0.95 / 0.94 / +1.6%
clickbench_q18/duckdb:parquet	310815612 / 308460222 / +0.8%	338840875 / 336896382 / +0.6%	0.92 / 0.92 / +0.2%
clickbench_q19/duckdb:parquet	22830847 / 22139812 / +3.1%	33032548 / 31774257 / +4.0%	0.69 / 0.70 / -0.8%
clickbench_q20/duckdb:parquet	194364895 / 184163618 / +5.5%	237827528 / 236632875 / +0.5%	0.82 / 0.78 / +5.0%
clickbench_q21/duckdb:parquet	234058786 / 225715599 / +3.7%	267543753 / 265890128 / +0.6%	0.87 / 0.85 / +3.1%
clickbench_q22/duckdb:parquet	312224374 / 319121114 / -2.2%	364197829 / 361686859 / +0.7%	0.86 / 0.88 / -2.8%
clickbench_q23/duckdb:parquet	170698892 / 171586590 / -0.5%	248032871 / 239694381 / +3.5%	0.69 / 0.72 / -3.9%
clickbench_q24/duckdb:parquet	32965284 / 32746400 / +0.7%	41946690 / 36937990 / +13.6% 🔴	0.79 / 0.89 / -11.4%
clickbench_q25/duckdb:parquet	44210512 / 43350562 / +2.0%	60828532 / 60216973 / +1.0%	0.73 / 0.72 / +1.0%
clickbench_q26/duckdb:parquet	33415128 / 35609696 / -6.2%	52930766 / 39619958 / +33.6% 🔴	0.63 / 0.90 / -29.8%
clickbench_q27/duckdb:parquet	199134742 / 196593103 / +1.3%	234566952 / 237850894 / -1.4%	0.85 / 0.83 / +2.7%
clickbench_q28/duckdb:parquet	997107628 / 982825530 / +1.5%	1011238039 / 973040188 / +3.9%	0.99 / 1.01 / -2.4%
clickbench_q29/duckdb:parquet	25841859 / 27114991 / -4.7%	34833141 / 34764553 / +0.2%	0.74 / 0.78 / -4.9%
clickbench_q30/duckdb:parquet	108868380 / 108962096 / -0.1%	140069211 / 134782003 / +3.9%	0.78 / 0.81 / -3.9%
clickbench_q31/duckdb:parquet	150777184 / 163830642 / -8.0%	185271997 / 206757760 / -10.4% 🟢	0.81 / 0.79 / +2.7%
clickbench_q32/duckdb:parquet	401295109 / 402299056 / -0.2%	436829555 / 425852822 / +2.6%	0.92 / 0.94 / -2.8%
clickbench_q33/duckdb:parquet	493531882 / 491279264 / +0.5%	453104016 / 457594881 / -1.0%	1.09 / 1.07 / +1.5%
clickbench_q34/duckdb:parquet	483271796 / 476194408 / +1.5%	469081485 / 458122657 / +2.4%	1.03 / 1.04 / -0.9%
clickbench_q35/duckdb:parquet	64649402 / 65053774 / -0.6%	80085855 / 78318359 / +2.3%	0.81 / 0.83 / -2.8%
clickbench_q36/duckdb:parquet	31374185 / 32755520 / -4.2%	40200055 / 42104208 / -4.5%	0.78 / 0.78 / +0.3%
clickbench_q37/duckdb:parquet	25667536 / 26025994 / -1.4%	33949453 / 35621219 / -4.7%	0.76 / 0.73 / +3.5%
clickbench_q38/duckdb:parquet	25922800 / 25662576 / +1.0%	34833316 / 34931433 / -0.3%	0.74 / 0.73 / +1.3%
clickbench_q39/duckdb:parquet	53878442 / 53997373 / -0.2%	63500871 / 64623205 / -1.7%	0.85 / 0.84 / +1.5%
clickbench_q40/duckdb:parquet	16624844 / 16201884 / +2.6%	24190720 / 24790308 / -2.4%	0.69 / 0.65 / +5.2%
clickbench_q41/duckdb:parquet	16818507 / 17450942 / -3.6%	24945443 / 24763137 / +0.7%	0.67 / 0.70 / -4.3%
clickbench_q42/duckdb:parquet	16421100 / 16662917 / -1.5%	26942320 / 26012187 / +3.6%	0.61 / 0.64 / -4.9%

github-actions · 2026-10-29T19:36:07Z

Benchmarks: TPC-H SF=10 on S3 📖

Commits: PR c3a54a8e vs base none
Vortex (geomean): no vortex data
Parquet (geomean): no parquet data

The baseline could not be read from the benchmarks database; PR measurements are shown without comparison.

datafusion / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-compact	492995383 / — / no baseline	776452295 / — / no baseline	0.63 / — / no baseline
tpch_q02/datafusion:vortex-compact	515657041 / — / no baseline	1297014989 / — / no baseline	0.40 / — / no baseline
tpch_q03/datafusion:vortex-compact	507174862 / — / no baseline	1200093305 / — / no baseline	0.42 / — / no baseline
tpch_q04/datafusion:vortex-compact	577847665 / — / no baseline	772698063 / — / no baseline	0.75 / — / no baseline
tpch_q05/datafusion:vortex-compact	716786626 / — / no baseline	1028690945 / — / no baseline	0.70 / — / no baseline
tpch_q06/datafusion:vortex-compact	238928002 / — / no baseline	415421187 / — / no baseline	0.58 / — / no baseline
tpch_q07/datafusion:vortex-compact	735613293 / — / no baseline	1234047817 / — / no baseline	0.60 / — / no baseline
tpch_q08/datafusion:vortex-compact	913406695 / — / no baseline	1083643666 / — / no baseline	0.84 / — / no baseline
tpch_q09/datafusion:vortex-compact	717359508 / — / no baseline	983808415 / — / no baseline	0.73 / — / no baseline
tpch_q10/datafusion:vortex-compact	663145076 / — / no baseline	995418889 / — / no baseline	0.67 / — / no baseline
tpch_q11/datafusion:vortex-compact	305728190 / — / no baseline	618867771 / — / no baseline	0.49 / — / no baseline
tpch_q12/datafusion:vortex-compact	327015733 / — / no baseline	580948387 / — / no baseline	0.56 / — / no baseline
tpch_q13/datafusion:vortex-compact	257642752 / — / no baseline	660377091 / — / no baseline	0.39 / — / no baseline
tpch_q14/datafusion:vortex-compact	286212618 / — / no baseline	473237354 / — / no baseline	0.60 / — / no baseline
tpch_q15/datafusion:vortex-compact	551500399 / — / no baseline	823960208 / — / no baseline	0.67 / — / no baseline
tpch_q16/datafusion:vortex-compact	225534422 / — / no baseline	459164029 / — / no baseline	0.49 / — / no baseline
tpch_q17/datafusion:vortex-compact	738391309 / — / no baseline	918661069 / — / no baseline	0.80 / — / no baseline
tpch_q18/datafusion:vortex-compact	948047717 / — / no baseline	1334413396 / — / no baseline	0.71 / — / no baseline
tpch_q19/datafusion:vortex-compact	377377331 / — / no baseline	597933249 / — / no baseline	0.63 / — / no baseline
tpch_q20/datafusion:vortex-compact	666378506 / — / no baseline	834041605 / — / no baseline	0.80 / — / no baseline
tpch_q21/datafusion:vortex-compact	1680082146 / — / no baseline	1310274788 / — / no baseline	1.28 / — / no baseline
tpch_q22/datafusion:vortex-compact	295858168 / — / no baseline	713613050 / — / no baseline	0.41 / — / no baseline

datafusion / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	321425528 / — / no baseline	844765639 / — / no baseline	0.38 / — / no baseline
tpch_q02/datafusion:parquet	486886300 / — / no baseline	924608664 / — / no baseline	0.53 / — / no baseline
tpch_q03/datafusion:parquet	501696375 / — / no baseline	948717602 / — / no baseline	0.53 / — / no baseline
tpch_q04/datafusion:parquet	367617355 / — / no baseline	488579286 / — / no baseline	0.75 / — / no baseline
tpch_q05/datafusion:parquet	581440350 / — / no baseline	778044634 / — / no baseline	0.75 / — / no baseline
tpch_q06/datafusion:parquet	191138000 / — / no baseline	461488667 / — / no baseline	0.41 / — / no baseline
tpch_q07/datafusion:parquet	580780068 / — / no baseline	753036236 / — / no baseline	0.77 / — / no baseline
tpch_q08/datafusion:parquet	845133990 / — / no baseline	1126381152 / — / no baseline	0.75 / — / no baseline
tpch_q09/datafusion:parquet	959736407 / — / no baseline	1249366462 / — / no baseline	0.77 / — / no baseline
tpch_q10/datafusion:parquet	1211105757 / — / no baseline	1783364608 / — / no baseline	0.68 / — / no baseline
tpch_q11/datafusion:parquet	382029688 / — / no baseline	575825710 / — / no baseline	0.66 / — / no baseline
tpch_q12/datafusion:parquet	369816507 / — / no baseline	754884413 / — / no baseline	0.49 / — / no baseline
tpch_q13/datafusion:parquet	407861503 / — / no baseline	630807838 / — / no baseline	0.65 / — / no baseline
tpch_q14/datafusion:parquet	404813116 / — / no baseline	541250709 / — / no baseline	0.75 / — / no baseline
tpch_q15/datafusion:parquet	567234226 / — / no baseline	809335957 / — / no baseline	0.70 / — / no baseline
tpch_q16/datafusion:parquet	216610589 / — / no baseline	524858650 / — / no baseline	0.41 / — / no baseline
tpch_q17/datafusion:parquet	629227442 / — / no baseline	793387878 / — / no baseline	0.79 / — / no baseline
tpch_q18/datafusion:parquet	491091745 / — / no baseline	786088282 / — / no baseline	0.62 / — / no baseline
tpch_q19/datafusion:parquet	436158048 / — / no baseline	648308404 / — / no baseline	0.67 / — / no baseline
tpch_q20/datafusion:parquet	689669549 / — / no baseline	831336658 / — / no baseline	0.83 / — / no baseline
tpch_q21/datafusion:parquet	1030695396 / — / no baseline	954531335 / — / no baseline	1.08 / — / no baseline
tpch_q22/datafusion:parquet	440198414 / — / no baseline	742662177 / — / no baseline	0.59 / — / no baseline

duckdb / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-compact	1082998390 / — / no baseline	1073230199 / — / no baseline	1.01 / — / no baseline
tpch_q02/duckdb:vortex-compact	533234489 / — / no baseline	703085069 / — / no baseline	0.76 / — / no baseline
tpch_q03/duckdb:vortex-compact	1131351372 / — / no baseline	1425668376 / — / no baseline	0.79 / — / no baseline
tpch_q04/duckdb:vortex-compact	800644534 / — / no baseline	982760579 / — / no baseline	0.81 / — / no baseline
tpch_q05/duckdb:vortex-compact	979356009 / — / no baseline	1359080978 / — / no baseline	0.72 / — / no baseline
tpch_q06/duckdb:vortex-compact	842066750 / — / no baseline	952808007 / — / no baseline	0.88 / — / no baseline
tpch_q07/duckdb:vortex-compact	1123636508 / — / no baseline	1403799232 / — / no baseline	0.80 / — / no baseline
tpch_q08/duckdb:vortex-compact	1137832377 / — / no baseline	1469132635 / — / no baseline	0.77 / — / no baseline
tpch_q09/duckdb:vortex-compact	1259931575 / — / no baseline	1411548362 / — / no baseline	0.89 / — / no baseline
tpch_q10/duckdb:vortex-compact	1347286533 / — / no baseline	1600378089 / — / no baseline	0.84 / — / no baseline
tpch_q11/duckdb:vortex-compact	354212765 / — / no baseline	436641096 / — / no baseline	0.81 / — / no baseline
tpch_q12/duckdb:vortex-compact	803810034 / — / no baseline	1022494016 / — / no baseline	0.79 / — / no baseline
tpch_q13/duckdb:vortex-compact	552047524 / — / no baseline	519063365 / — / no baseline	1.06 / — / no baseline
tpch_q14/duckdb:vortex-compact	878367467 / — / no baseline	1004386732 / — / no baseline	0.87 / — / no baseline
tpch_q15/duckdb:vortex-compact	792753763 / — / no baseline	970757579 / — / no baseline	0.82 / — / no baseline
tpch_q16/duckdb:vortex-compact	272203154 / — / no baseline	368997059 / — / no baseline	0.74 / — / no baseline
tpch_q17/duckdb:vortex-compact	919775121 / — / no baseline	1321380143 / — / no baseline	0.70 / — / no baseline
tpch_q18/duckdb:vortex-compact	1188868436 / — / no baseline	1595730417 / — / no baseline	0.75 / — / no baseline
tpch_q19/duckdb:vortex-compact	952274267 / — / no baseline	1108636152 / — / no baseline	0.86 / — / no baseline
tpch_q20/duckdb:vortex-compact	1005852301 / — / no baseline	1136976908 / — / no baseline	0.88 / — / no baseline
tpch_q21/duckdb:vortex-compact	2274274498 / — / no baseline	2220495027 / — / no baseline	1.02 / — / no baseline
tpch_q22/duckdb:vortex-compact	416705106 / — / no baseline	613099879 / — / no baseline	0.68 / — / no baseline

duckdb / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	454570786 / — / no baseline	335288375 / — / no baseline	1.36 / — / no baseline
tpch_q02/duckdb:parquet	549033655 / — / no baseline	643547257 / — / no baseline	0.85 / — / no baseline
tpch_q03/duckdb:parquet	538328028 / — / no baseline	711022420 / — / no baseline	0.76 / — / no baseline
tpch_q04/duckdb:parquet	380824765 / — / no baseline	462553870 / — / no baseline	0.82 / — / no baseline
tpch_q05/duckdb:parquet	691597806 / — / no baseline	817671469 / — / no baseline	0.85 / — / no baseline
tpch_q06/duckdb:parquet	255992262 / — / no baseline	322201064 / — / no baseline	0.79 / — / no baseline
tpch_q07/duckdb:parquet	890350423 / — / no baseline	966432235 / — / no baseline	0.92 / — / no baseline
tpch_q08/duckdb:parquet	997084097 / — / no baseline	1014355132 / — / no baseline	0.98 / — / no baseline
tpch_q09/duckdb:parquet	1024544423 / — / no baseline	1066227732 / — / no baseline	0.96 / — / no baseline
tpch_q10/duckdb:parquet	898255956 / — / no baseline	958222792 / — / no baseline	0.94 / — / no baseline
tpch_q11/duckdb:parquet	351983984 / — / no baseline	366978756 / — / no baseline	0.96 / — / no baseline
tpch_q12/duckdb:parquet	410705058 / — / no baseline	534231450 / — / no baseline	0.77 / — / no baseline
tpch_q13/duckdb:parquet	587480465 / — / no baseline	1035634054 / — / no baseline	0.57 / — / no baseline
tpch_q14/duckdb:parquet	462783237 / — / no baseline	485315601 / — / no baseline	0.95 / — / no baseline
tpch_q15/duckdb:parquet	470880978 / — / no baseline	445152510 / — / no baseline	1.06 / — / no baseline
tpch_q16/duckdb:parquet	317439114 / — / no baseline	359701148 / — / no baseline	0.88 / — / no baseline
tpch_q17/duckdb:parquet	441501324 / — / no baseline	512112371 / — / no baseline	0.86 / — / no baseline
tpch_q18/duckdb:parquet	510026267 / — / no baseline	541152469 / — / no baseline	0.94 / — / no baseline
tpch_q19/duckdb:parquet	566196189 / — / no baseline	604925840 / — / no baseline	0.94 / — / no baseline
tpch_q20/duckdb:parquet	828313569 / — / no baseline	765669779 / — / no baseline	1.08 / — / no baseline
tpch_q21/duckdb:parquet	718091374 / — / no baseline	1495476657 / — / no baseline	0.48 / — / no baseline
tpch_q22/duckdb:parquet	553906147 / — / no baseline	590438285 / — / no baseline	0.94 / — / no baseline

github-actions · 2026-10-29T19:36:26Z

Benchmarks: String Encoding 📖

Commits: PR 8cc24be6 vs base none

No baseline is available for this benchmark yet; PR measurements are shown without comparison.

vortex / vortex-file-compressed / ms (no group data, 0↑ 0↓)

name	ms (PR / base / %diff)
read/amazon/book_reviews/fsst	41.516488 / — / no baseline
read/amazon/book_reviews/onpair-12	30.504325 / — / no baseline
read/amazon/book_reviews/onpair-16	34.121561 / — / no baseline
read/amazon/book_titles/fsst	3.427409 / — / no baseline
read/amazon/book_titles/onpair-12	3.119967 / — / no baseline
read/amazon/book_titles/onpair-16	3.047017 / — / no baseline
read/clickbench/URL/shard-0/fsst	31.798607 / — / no baseline
read/clickbench/URL/shard-0/onpair-12	19.112774 / — / no baseline
read/clickbench/URL/shard-0/onpair-16	18.206694 / — / no baseline
read/fineweb/text/fsst	10.371709 / — / no baseline
read/fineweb/text/onpair-12	9.687093 / — / no baseline
read/fineweb/text/onpair-16	8.481855 / — / no baseline
read/news/headlines/fsst	17.665048 / — / no baseline
read/news/headlines/onpair-12	16.971438 / — / no baseline
read/news/headlines/onpair-16	16.027047 / — / no baseline
read/tpch/l_comment/fsst	50.760338 / — / no baseline
read/tpch/l_comment/onpair-12	42.968367 / — / no baseline
read/tpch/l_comment/onpair-16	42.803035 / — / no baseline
read/twitter/sentiment140/fsst	36.883285 / — / no baseline
read/twitter/sentiment140/onpair-12	33.686328 / — / no baseline
read/twitter/sentiment140/onpair-16	33.5634 / — / no baseline
write/amazon/book_reviews/fsst	555.02921 / — / no baseline
write/amazon/book_reviews/onpair-12	986.691201 / — / no baseline
write/amazon/book_reviews/onpair-16	991.859682 / — / no baseline
write/amazon/book_titles/fsst	57.86647 / — / no baseline
write/amazon/book_titles/onpair-12	89.516658 / — / no baseline
write/amazon/book_titles/onpair-16	92.131127 / — / no baseline
write/clickbench/URL/shard-0/fsst	433.743967 / — / no baseline
write/clickbench/URL/shard-0/onpair-12	610.167197 / — / no baseline
write/clickbench/URL/shard-0/onpair-16	617.550317 / — / no baseline
write/fineweb/text/fsst	213.207847 / — / no baseline
write/fineweb/text/onpair-12	511.601629 / — / no baseline
write/fineweb/text/onpair-16	519.928592 / — / no baseline
write/news/headlines/fsst	335.367946 / — / no baseline
write/news/headlines/onpair-12	472.81364 / — / no baseline
write/news/headlines/onpair-16	483.626689 / — / no baseline
write/tpch/l_comment/fsst	1070.99604 / — / no baseline
write/tpch/l_comment/onpair-12	1044.68437 / — / no baseline
write/tpch/l_comment/onpair-16	1058.59934 / — / no baseline
write/twitter/sentiment140/fsst	557.029761 / — / no baseline
write/twitter/sentiment140/onpair-12	955.144569 / — / no baseline
write/twitter/sentiment140/onpair-16	1042.8637 / — / no baseline

vortex / vortex-file-compressed / % (no group data, 0↑ 0↓)

name	% (PR / base / %diff)
size/amazon/book_reviews/fsst	52.0930347 / — / no baseline
size/amazon/book_reviews/onpair-12	38.2296018 / — / no baseline
size/amazon/book_reviews/onpair-16	37.9344893 / — / no baseline
size/amazon/book_titles/fsst	50.7761502 / — / no baseline
size/amazon/book_titles/onpair-12	44.523188 / — / no baseline
size/amazon/book_titles/onpair-16	45.7126126 / — / no baseline
size/clickbench/URL/shard-0/fsst	47.2483856 / — / no baseline
size/clickbench/URL/shard-0/onpair-12	28.3410912 / — / no baseline
size/clickbench/URL/shard-0/onpair-16	28.6930427 / — / no baseline
size/fineweb/text/fsst	55.9870004 / — / no baseline
size/fineweb/text/onpair-12	44.3831317 / — / no baseline
size/fineweb/text/onpair-16	40.1615928 / — / no baseline
size/news/headlines/fsst	43.8563445 / — / no baseline
size/news/headlines/onpair-12	37.7865234 / — / no baseline
size/news/headlines/onpair-16	38.4681637 / — / no baseline
size/tpch/l_comment/fsst	30.1175516 / — / no baseline
size/tpch/l_comment/onpair-12	23.0414971 / — / no baseline
size/tpch/l_comment/onpair-16	23.0560113 / — / no baseline
size/twitter/sentiment140/fsst	51.8200304 / — / no baseline
size/twitter/sentiment140/onpair-12	44.1539243 / — / no baseline
size/twitter/sentiment140/onpair-16	46.0837528 / — / no baseline

github-actions · 2026-10-29T19:37:37Z

Benchmarks: TPC-H SF=1 on S3 📖

Commits: PR c3a54a8e vs base none
Vortex (geomean): no vortex data
Parquet (geomean): no parquet data

The baseline could not be read from the benchmarks database; PR measurements are shown without comparison.

datafusion / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:vortex-compact	222550264 / — / no baseline	762033779 / — / no baseline	0.29 / — / no baseline
tpch_q02/datafusion:vortex-compact	320679336 / — / no baseline	673797064 / — / no baseline	0.48 / — / no baseline
tpch_q03/datafusion:vortex-compact	314808604 / — / no baseline	694328652 / — / no baseline	0.45 / — / no baseline
tpch_q04/datafusion:vortex-compact	161195417 / — / no baseline	414374164 / — / no baseline	0.39 / — / no baseline
tpch_q05/datafusion:vortex-compact	420745709 / — / no baseline	524256132 / — / no baseline	0.80 / — / no baseline
tpch_q06/datafusion:vortex-compact	180526444 / — / no baseline	354097960 / — / no baseline	0.51 / — / no baseline
tpch_q07/datafusion:vortex-compact	391795997 / — / no baseline	587375314 / — / no baseline	0.67 / — / no baseline
tpch_q08/datafusion:vortex-compact	398163702 / — / no baseline	591144684 / — / no baseline	0.67 / — / no baseline
tpch_q09/datafusion:vortex-compact	344869149 / — / no baseline	656304646 / — / no baseline	0.53 / — / no baseline
tpch_q10/datafusion:vortex-compact	337391192 / — / no baseline	480665551 / — / no baseline	0.70 / — / no baseline
tpch_q11/datafusion:vortex-compact	265620491 / — / no baseline	449108656 / — / no baseline	0.59 / — / no baseline
tpch_q12/datafusion:vortex-compact	167774760 / — / no baseline	391987519 / — / no baseline	0.43 / — / no baseline
tpch_q13/datafusion:vortex-compact	107486661 / — / no baseline	292277320 / — / no baseline	0.37 / — / no baseline
tpch_q14/datafusion:vortex-compact	171684548 / — / no baseline	355231524 / — / no baseline	0.48 / — / no baseline
tpch_q15/datafusion:vortex-compact	311124293 / — / no baseline	549809677 / — / no baseline	0.57 / — / no baseline
tpch_q16/datafusion:vortex-compact	134117730 / — / no baseline	285452960 / — / no baseline	0.47 / — / no baseline
tpch_q17/datafusion:vortex-compact	222900218 / — / no baseline	453615825 / — / no baseline	0.49 / — / no baseline
tpch_q18/datafusion:vortex-compact	225818135 / — / no baseline	460405737 / — / no baseline	0.49 / — / no baseline
tpch_q19/datafusion:vortex-compact	281023665 / — / no baseline	380141520 / — / no baseline	0.74 / — / no baseline
tpch_q20/datafusion:vortex-compact	279639150 / — / no baseline	443696510 / — / no baseline	0.63 / — / no baseline
tpch_q21/datafusion:vortex-compact	416150067 / — / no baseline	754279557 / — / no baseline	0.55 / — / no baseline
tpch_q22/datafusion:vortex-compact	173498934 / — / no baseline	350226205 / — / no baseline	0.50 / — / no baseline

datafusion / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/datafusion:parquet	157869524 / — / no baseline	526322368 / — / no baseline	0.30 / — / no baseline
tpch_q02/datafusion:parquet	272609638 / — / no baseline	529559392 / — / no baseline	0.51 / — / no baseline
tpch_q03/datafusion:parquet	254313395 / — / no baseline	661918738 / — / no baseline	0.38 / — / no baseline
tpch_q04/datafusion:parquet	145993417 / — / no baseline	330101941 / — / no baseline	0.44 / — / no baseline
tpch_q05/datafusion:parquet	356972528 / — / no baseline	495760429 / — / no baseline	0.72 / — / no baseline
tpch_q06/datafusion:parquet	119505035 / — / no baseline	259654132 / — / no baseline	0.46 / — / no baseline
tpch_q07/datafusion:parquet	330482884 / — / no baseline	433313852 / — / no baseline	0.76 / — / no baseline
tpch_q08/datafusion:parquet	408982743 / — / no baseline	568614128 / — / no baseline	0.72 / — / no baseline
tpch_q09/datafusion:parquet	466380989 / — / no baseline	807200338 / — / no baseline	0.58 / — / no baseline
tpch_q10/datafusion:parquet	325746095 / — / no baseline	452865724 / — / no baseline	0.72 / — / no baseline
tpch_q11/datafusion:parquet	248514019 / — / no baseline	404842451 / — / no baseline	0.61 / — / no baseline
tpch_q12/datafusion:parquet	159632046 / — / no baseline	354625891 / — / no baseline	0.45 / — / no baseline
tpch_q13/datafusion:parquet	280083427 / — / no baseline	497967782 / — / no baseline	0.56 / — / no baseline
tpch_q14/datafusion:parquet	150046827 / — / no baseline	293926819 / — / no baseline	0.51 / — / no baseline
tpch_q15/datafusion:parquet	305715370 / — / no baseline	522581057 / — / no baseline	0.59 / — / no baseline
tpch_q16/datafusion:parquet	101352361 / — / no baseline	198878017 / — / no baseline	0.51 / — / no baseline
tpch_q17/datafusion:parquet	281076988 / — / no baseline	426424836 / — / no baseline	0.66 / — / no baseline
tpch_q18/datafusion:parquet	349999683 / — / no baseline	510219204 / — / no baseline	0.69 / — / no baseline
tpch_q19/datafusion:parquet	156331132 / — / no baseline	294565220 / — / no baseline	0.53 / — / no baseline
tpch_q20/datafusion:parquet	234650815 / — / no baseline	377906933 / — / no baseline	0.62 / — / no baseline
tpch_q21/datafusion:parquet	300574403 / — / no baseline	443898268 / — / no baseline	0.68 / — / no baseline
tpch_q22/datafusion:parquet	150876602 / — / no baseline	311780704 / — / no baseline	0.48 / — / no baseline

duckdb / vortex-compact / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:vortex-compact	180720117 / — / no baseline	196889017 / — / no baseline	0.92 / — / no baseline
tpch_q02/duckdb:vortex-compact	386787894 / — / no baseline	625350727 / — / no baseline	0.62 / — / no baseline
tpch_q03/duckdb:vortex-compact	362428909 / — / no baseline	607245495 / — / no baseline	0.60 / — / no baseline
tpch_q04/duckdb:vortex-compact	209422267 / — / no baseline	261028575 / — / no baseline	0.80 / — / no baseline
tpch_q05/duckdb:vortex-compact	494602097 / — / no baseline	626844273 / — / no baseline	0.79 / — / no baseline
tpch_q06/duckdb:vortex-compact	147076018 / — / no baseline	202495822 / — / no baseline	0.73 / — / no baseline
tpch_q07/duckdb:vortex-compact	416562851 / — / no baseline	383321425 / — / no baseline	1.09 / — / no baseline
tpch_q08/duckdb:vortex-compact	525742787 / — / no baseline	645086727 / — / no baseline	0.81 / — / no baseline
tpch_q09/duckdb:vortex-compact	388678396 / — / no baseline	431471255 / — / no baseline	0.90 / — / no baseline
tpch_q10/duckdb:vortex-compact	467538060 / — / no baseline	513633729 / — / no baseline	0.91 / — / no baseline
tpch_q11/duckdb:vortex-compact	313476531 / — / no baseline	295997488 / — / no baseline	1.06 / — / no baseline
tpch_q12/duckdb:vortex-compact	213240969 / — / no baseline	238047709 / — / no baseline	0.90 / — / no baseline
tpch_q13/duckdb:vortex-compact	259279755 / — / no baseline	251222265 / — / no baseline	1.03 / — / no baseline
tpch_q14/duckdb:vortex-compact	210871504 / — / no baseline	259896237 / — / no baseline	0.81 / — / no baseline
tpch_q15/duckdb:vortex-compact	235254635 / — / no baseline	286378977 / — / no baseline	0.82 / — / no baseline
tpch_q16/duckdb:vortex-compact	197814408 / — / no baseline	208460633 / — / no baseline	0.95 / — / no baseline
tpch_q17/duckdb:vortex-compact	313306820 / — / no baseline	325232353 / — / no baseline	0.96 / — / no baseline
tpch_q18/duckdb:vortex-compact	298151930 / — / no baseline	357175384 / — / no baseline	0.83 / — / no baseline
tpch_q19/duckdb:vortex-compact	276599832 / — / no baseline	403707320 / — / no baseline	0.69 / — / no baseline
tpch_q20/duckdb:vortex-compact	366643353 / — / no baseline	420386398 / — / no baseline	0.87 / — / no baseline
tpch_q21/duckdb:vortex-compact	550793525 / — / no baseline	637619132 / — / no baseline	0.86 / — / no baseline
tpch_q22/duckdb:vortex-compact	231319730 / — / no baseline	268266365 / — / no baseline	0.86 / — / no baseline

duckdb / parquet / ns (no group data, 0↑ 0↓)

name	hot ns (PR / base / %diff)	cold ns (PR / base / %diff)	hot/cold (PR / base / %diff)
tpch_q01/duckdb:parquet	208842419 / — / no baseline	282435708 / — / no baseline	0.74 / — / no baseline
tpch_q02/duckdb:parquet	437975319 / — / no baseline	438227061 / — / no baseline	1.00 / — / no baseline
tpch_q03/duckdb:parquet	429201353 / — / no baseline	519751982 / — / no baseline	0.83 / — / no baseline
tpch_q04/duckdb:parquet	250750670 / — / no baseline	338587899 / — / no baseline	0.74 / — / no baseline
tpch_q05/duckdb:parquet	562597055 / — / no baseline	1112459840 / — / no baseline	0.51 / — / no baseline
tpch_q06/duckdb:parquet	161237190 / — / no baseline	189936603 / — / no baseline	0.85 / — / no baseline
tpch_q07/duckdb:parquet	411897714 / — / no baseline	479805584 / — / no baseline	0.86 / — / no baseline
tpch_q08/duckdb:parquet	614811957 / — / no baseline	684724016 / — / no baseline	0.90 / — / no baseline
tpch_q09/duckdb:parquet	567557564 / — / no baseline	566634810 / — / no baseline	1.00 / — / no baseline
tpch_q10/duckdb:parquet	616864219 / — / no baseline	643249374 / — / no baseline	0.96 / — / no baseline
tpch_q11/duckdb:parquet	300399064 / — / no baseline	336234437 / — / no baseline	0.89 / — / no baseline
tpch_q12/duckdb:parquet	282536259 / — / no baseline	345194887 / — / no baseline	0.82 / — / no baseline
tpch_q13/duckdb:parquet	391529410 / — / no baseline	501325884 / — / no baseline	0.78 / — / no baseline
tpch_q14/duckdb:parquet	334997397 / — / no baseline	392136736 / — / no baseline	0.85 / — / no baseline
tpch_q15/duckdb:parquet	220218150 / — / no baseline	282457862 / — / no baseline	0.78 / — / no baseline
tpch_q16/duckdb:parquet	274651422 / — / no baseline	286269106 / — / no baseline	0.96 / — / no baseline
tpch_q17/duckdb:parquet	335624059 / — / no baseline	372599194 / — / no baseline	0.90 / — / no baseline
tpch_q18/duckdb:parquet	339746442 / — / no baseline	464516425 / — / no baseline	0.73 / — / no baseline
tpch_q19/duckdb:parquet	232050777 / — / no baseline	309665702 / — / no baseline	0.75 / — / no baseline
tpch_q20/duckdb:parquet	467486756 / — / no baseline	527484313 / — / no baseline	0.89 / — / no baseline
tpch_q21/duckdb:parquet	457246329 / — / no baseline	497085459 / — / no baseline	0.92 / — / no baseline
tpch_q22/duckdb:parquet	295056856 / — / no baseline	383042310 / — / no baseline	0.77 / — / no baseline

- SQL rows keep the `tpch_q01/engine:format` names of the results JSON; the scale factor and variant move to the dataset join key. - When the baseline cannot be read (no database credential), the comment says so instead of claiming the benchmark has no baseline yet. - File sizes have no baseline in the database, so the comment no longer prints a file-size section that can never compare anything. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01UeniBBtX1DUban9Fda2Edh Signed-off-by: Joe Isaacs <[email protected]>

#10997 set exclude-newer = "7 days" for the workspace. NVIDIA's index publishes no upload dates, so uv filtered out every cudf-cu12 wheel and the GPU compression benchmark failed to install cuDF. The cuDF venv is standalone, so install into it with --no-config. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01UeniBBtX1DUban9Fda2Edh Signed-off-by: Joe Isaacs <[email protected]>

Composite actions cannot read the vars context, so GitHub rejected the action file. Callers pass the role, region, endpoint and database in; the record paths keep their defaults. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01UeniBBtX1DUban9Fda2Edh Signed-off-by: Joe Isaacs <[email protected]>

Keep develop's branch argument to build_commit (#10987) and this branch's retried write around connect and ingest. Co-Authored-By: Claude Opus 5.5 <[email protected]> Signed-off-by: Will Manning <[email protected]>

joseph-isaacs mentioned this pull request Oct 29, 2026

Stop writing benchmark results to S3 #10988

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joseph-isaacs added the changelog/ci label Oct 29, 2026 — with Claude

joseph-isaacs added the action/bench-gpu-compress Run only the GPU compression benchmark on this PR label Oct 30, 2026 — with Claude

github-actions Bot removed the action/bench-gpu-compress Run only the GPU compression benchmark on this PR label Oct 30, 2026

joseph-isaacs merged commit 05fd248 into develop Oct 30, 2026
229 of 242 checks passed

joseph-isaacs deleted the ji/bench-baseline-postgres branch October 30, 2026 13:19

case	old	new
baseline 100 commits back	31.3s	0.26s
baseline 2,000 commits back	18.3s	1.7s

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Merging this PR will not alter performance

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Polar Signals Profiling Results

Latest Run

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Benchmarks: FineWeb NVMe 📖

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Benchmarks: Clickbench Sorted on NVME 📖

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Benchmarks: TPC-H SF=1 on NVME 📖

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Benchmarks: TPC-H SF=10 on NVME 📖

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Benchmarks: Statistical and Population Genetics 📖

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Benchmarks: Appian on NVME 📖

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Benchmarks: FineWeb S3 📖

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Benchmarks: TPC-DS SF=1 on NVME 📖

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Benchmarks: Compression 📖

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Benchmarks: Clickbench on NVME 📖

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Benchmarks: TPC-H SF=10 on S3 📖

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Benchmarks: String Encoding 📖

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Benchmarks: TPC-H SF=1 on S3 📖

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