Skip per-split zone-mask expansion when covering zones are uniform by joseph-isaacs · Pull Request #9274 · vortex-data/vortex

joseph-isaacs · 2026-08-07T11:36:19Z

Rationale for this change

ZonedReader::pruning_evaluation (the v1 LayoutReader scan path) caches the zone-level
pruning mask per expression, but every split still expands it into a row-aligned buffer
inside the returned MaskFuture:

a Vec of per-zone lengths, built eagerly — before the future is even polled,
a BitBufferMut of the full split length filled via append_n per zone,
Mask::from(builder.freeze()) — a popcount pass,
a bitand against the incoming mask.

For most splits the zones covering that split are uniform — either none are pruned or
all are — and the whole expansion collapses to a constant. This PR detects that case and
skips the work.

What changes are included in this PR?

vortex-layout/src/layouts/zoned/reader.rs, plus a new benchmark for the path it changes.

After resolving the zone-level pruning mask, count the pruned bits among only the zones
covering this split (zone_range) before building anything. That count is a handful of
bit reads via BitBuffer::count_range — it does not scan the whole zone mask — and it
short-circuits both uniform cases:

no covered zone pruned → the stats mask is all-true, so intersecting is a no-op:
continue with the incoming mask unchanged (still forwarded to the data child evaluation,
as before);
every covered zone pruned → return Mask::new_false(mask.len()) directly;
otherwise → fall through to the existing expansion.

The per-zone length computation moved onto the non-uniform path and inlined into the
builder loop, dropping the intermediate Vec, so uniform splits allocate nothing.
first_row_offset became a private free function so the non-uniform path can call it from
the 'static future without capturing the reader.

The default zone length and row block size are both 8192, so a typical split covers one
zone and the uniform test essentially always succeeds.

Why the fast paths are exactly equivalent

Not merely bit-equal — the same Mask variant. Mask::from_buffer
(vortex-mask/src/lib.rs:189) canonicalises:

if true_count == 0   { return Self::AllFalse(len); }
if true_count == len { return Self::AllTrue(len); }

and owned-left bitand (vortex-mask/src/bitops.rs:41) short-circuits on both:

(AllOr::None, _) | (_, AllOr::None) => Mask::new_false(self.len()),
(_, AllOr::All) => self,

So in the no-prune case the old code built an all-ones buffer, ran an O(n)
true_count(), got AllTrue, and then bitand returned self — the incoming mask,
unchanged. The buffer was allocated, filled, counted and dropped to rediscover a value the
code already held. The all-pruned case is the same story via AllFalse → Mask::new_false.

Benchmarks

The change is measured directly, by a new vortex-layout/benches/zone_mask_expansion.rs.
expand reproduces the old behaviour and uniform is the fast path; the incoming mask is a
Values mask, not AllTrue, so bitand takes the (AllOr::Some, AllOr::All) => self
branch the real code hits rather than the all-true short circuit. Medians, split of 8192
rows over one zone:

case	fast path	old expansion
no covered zone pruned	7.4 ns	147 ns	~20x
every covered zone pruned	14.5 ns	151 ns	~10x
no covered zone pruned, 65536 rows / 8 zones	7.4 ns	420 ns	~57x

So the saving is roughly 140–400 ns per split, per pruning expression — real work
removed, but small next to what a split then does: decode 8192 rows across every projected
column.

mixed_zones covers the case where the covering zones genuinely disagree and the expansion
still runs. There the added count_range shows a small overhead — within a few percent, at
the edge of what the host resolves — so it is bounded rather than claimed to be free.

The SQL suites cannot resolve this, across three sweeps

Only the SQL suites exercise pruning_evaluation at all: random-access-bench reads rows
without filter pushdown, string-bench is a compression benchmark, and CodSpeed's
microbenchmarks do not cover vortex-layout. All three report clean, but none of them can
speak to this change.

Three full sweeps were run:
bench-sql on 0fa9c84,
bench-all on ec8e480,
and bench-all on 3062ebb.
Every suite in all three returned "No clear signal". Attributed Vortex impact:

suite	sweep 1	sweep 2	sweep 3	range
StatPopGen	−6.0%	+1.8%	−0.1%	7.8 pts
ClickBench Sorted	−2.8%	+1.4%	+4.4%	7.2 pts
FineWeb	+3.3%	+2.7%	+0.0%	3.3 pts
PolarSignals (raw, no control)	+1.7%	−2.0%	−2.2%	3.9 pts
TPC-DS SF=1	−1.4%	+0.7%	+1.0%	2.4 pts
TPC-H SF=10	−0.3%	+1.2%	−1.1%	2.3 pts
TPC-H SF=1	+1.2%	+1.1%	+0.7%	0.5 pts
ClickBench	−0.3%	−1.0%	−0.6%	0.7 pts
Appian NVMe	—	+0.2%	−0.3%	0.5 pts

Given a ~150 ns per-split saving, this is the expected outcome: the effect sits far below
the noise floor, so the sweeps measure drift rather than the change. Five of eight repeated
suites changed sign at least once, and the two that did not — ClickBench (−0.3/−1.0/−0.6)
and TPC-H SF=1 (+1.2/+1.1/+0.7) — held opposite signs. They cannot both be caused by a
change that provably removes work on the dominant path, so both are per-suite systematic
offsets, not signal.

Three specific failures of the methodology, each reproduced rather than asserted:

Baselines are not stable. Sweep 3 alone compared against six different bases —
0f0390a6, ad5de229, 74a2b861, 39fde8c1, 2b3109a8, adab5b84 — depending on the
suite.

A tight Parquet control does not bound Vortex-side variance. StatPopGen's control is
the tightest in the matrix (all eleven rows 0.98–1.01, geomean 1.001x), yet in that same
run q05 moved 1.25 🚨 and q10 moved 0.72 🚀. Host-wide drift cannot produce a 25% and a
28% swing under a 1% control.

The attribution step adds variance of its own. TPC-H SF=10's raw Vortex geomean was
0.998x, 1.002x, 0.996x across the three sweeps — stable and centred — while the
attributed figure swung −0.3% / +1.2% / −1.1% because the Parquet control drifted. In
sweep 3 that drift traces to one control row: tpch_q01/duckdb:parquet at 1.54.

The statpopgen_q10 history is the clearest single illustration. HEAD measured 2.94s,
3.12s, 3.09s across the three sweeps — a tight band. The baseline measured 4.26s,
2.88s, 4.27s — bimodal, and the anomalous value recurred to within 0.01s. The original
−6.0% reading was a slow baseline being read as a fast HEAD.

ClickBench Sorted is the loudest suite (+4.4%, and the only ❌ in the matrix) and also the
least usable: clickbench-sorted_q23 alone drives it, measuring 2.0× faster and 2.6×
slower on two formats within sweep 2, then 1.98× and 2.46× slower in sweep 3. Its
DataFusion Parquet control carries a 1.47 🚨, and its .vortex files differ between base
and HEAD — 100 larger, 100 smaller, up to ±2.3% per file — so the two sides decode
materially different bytes. That compressor nondeterminism recurs elsewhere: Euro2016 in
compress-bench differed by +18KB in sweep 2 and −234KB in sweep 3.

No SQL suite in any sweep showed a credible regression, and the lowest-noise ones read
zero: Appian NVMe +0.2% / −0.3% with every control row in 0.98–1.02, StatPopGen −0.1%
against a 1.001x control, FineWeb +0.0% where suite and control moved identically (1.003x
each).

The four S3 suites are excluded throughout: all flagged "environment too noisy", with
Parquet controls drifting −3.4%, −8.5% and −11.4%, one control row moving 5.34s → 0.85s,
and different baselines used across runs. Two sweep-3 examples show why they are excluded,
and both happen to point the favourable way:

FineWeb S3, attributed −7.9% off a Vortex geomean of 0.976x and a DuckDB Parquet
control of 1.141x — where that control is set by a single row,
fineweb_q06/duckdb:parquet, at 3.43 (1.57s → 5.39s) on a path this change cannot
touch.
TPC-H SF=10 on S3, attributed −11.4% — the largest number anywhere in the matrix.
Its DataFusion rows contradict themselves query by query within the one run:
tpch_q04 measured 0.65 🚀 on vortex-compact and 1.62 🚨 on parquet; tpch_q06
measured 0.71 and 1.33. Same query, same host, same run, opposite ~1.5x moves — and the
Parquet side cannot be touched by this change at all. These are S3-bound queries whose
cost is dominated by network IO, so a ~150 ns per-split saving cannot register at 11%.

Neither is evidence for this PR, and they are listed here so the two loudest favourable
numbers on the page are not mistaken for one.

Earlier revisions of this description made two claims that did not survive: local
microbenchmark numbers (clickbench_plan_perf, SCAN_VERSION=v1) of 6–9% at TPC-H SF=10,
and a correlation between sorted data layouts and favourable results. Both rested on single
measurements that reversed on repetition, and have been removed rather than reconciled.

Tests

Added test_stats_pruning_mask_zone_ranges, an rstest over row ranges covering only
pruned zones, only kept zones, a single pruned zone, a mixed partial range, and an empty
range — exercising both new fast paths and the unchanged expansion path.

What APIs are changed? Are there any user-facing changes?

None. ZonedReader::first_row_offset was a pub(crate) helper used only within this file;
it is now a private free function. No public API or behavior change.

Checks run

cargo test -p vortex-layout -p vortex-file — pass
cargo clippy -p vortex-layout --all-targets --all-features — clean
cargo +nightly fmt --all, git diff --check — clean
cargo bench -p vortex-layout --bench zone_mask_expansion — figures above

Not run: workspace-wide tests, Python/docs checks — the change is confined to one Rust file
plus a new bench target, with no public API surface.

codspeed-hq · 2026-08-07T11:42:51Z

Merging this PR will improve performance by 13.05%

⚡ 1 improved benchmark
✅ 1933 untouched benchmarks
⏩ 51 skipped benchmarks¹

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	Simulation	`decompress[u64, (1000, 16)]`	73.9 µs	65.3 µs	+13.05%

Tip

Curious why this is faster? Comment @codspeedbot explain why this is faster on this PR, or directly use the CodSpeed MCP with your agent.

_{Comparing claude/layoutreader-v1-scan-perf-0l1nci (adb75ed) with develop (39fde8c)}

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

joseph-isaacs · 2026-08-07T11:43:48Z

The CodSpeed regression is not reachable from this diff, so I'm not pushing a change for it.

Both flagged benchmarks live in vortex-array:

❌ chunked_dict_primitive_into_canonical — vortex-array/benches/chunked_dict_builder.rs
⚡ chunked_varbin_opt_to_varbinview_builder — vortex-array/benches/chunk_array_builder.rs

This PR modifies exactly one file, vortex-layout/src/layouts/zoned/reader.rs, and the dependency runs vortex-layout → vortex-array, never the reverse. vortex-array/Cargo.toml has no vortex-layout entry in [dependencies] or [dev-dependencies] (the only path dep there is vortex-array self-referencing itself for _test-harness), and nothing under vortex-array/ references vortex_layout at all. The vortex-array bench binaries built from BASE and HEAD are therefore identical — no changed code executes in either benchmark.

The shape of the report supports that reading: one benchmark −10.64% and another +10.01%, in Simulation mode, is the usual code/heap-layout artifact rather than a behavioral change.

Worth noting alongside this, from CodSpeed's own footnote: no successful run existed on develop (6a8d248) when the report was generated, so it compared against c1ae775 instead — "There might be some changes unrelated to this pull request in this report."

Leaving the acknowledgement on CodSpeed to a maintainer rather than dismissing it myself.

Generated by Claude Code

github-actions · 2026-08-07T11:51:21Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`3062ebb`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`3062ebb`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`3062ebb`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`3062ebb`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`3062ebb`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`3062ebb`	statpopgen	1	Explore Profiling Data
🟢 Done	`3062ebb`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`3062ebb`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`3062ebb`	fineweb	1	Explore Profiling Data
🟢 Done	`3062ebb`	polarsignals	1	Explore Profiling Data
🟢 Done	`3062ebb`	appian-nvme	1	Explore Profiling Data
🟢 Done	`3062ebb`	tpch-s3	1	Explore Profiling Data
🟢 Done	`3062ebb`	random-access-bench	1	Explore Profiling Data
🟢 Done	`3062ebb`	compress-bench	1	Explore Profiling Data
🟢 Done	`3062ebb`	string-bench	1	Explore Profiling Data

Previous Runs (25)

Status	Commit	Job	Attempt	Link
🟢 Done	`ec8e480`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`ec8e480`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`ec8e480`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`ec8e480`	polarsignals	1	Explore Profiling Data
🟢 Done	`ec8e480`	statpopgen	1	Explore Profiling Data
🟢 Done	`ec8e480`	tpch-s3	1	Explore Profiling Data
🟢 Done	`ec8e480`	appian-nvme	1	Explore Profiling Data
🟢 Done	`ec8e480`	compress-bench	1	Explore Profiling Data
🟢 Done	`ec8e480`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`ec8e480`	tpch-nvme	1	Explore Profiling Data
🟢 Done	`ec8e480`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`ec8e480`	tpch-s3-10	1	Explore Profiling Data
🟢 Done	`ec8e480`	fineweb	1	Explore Profiling Data
🟢 Done	`ec8e480`	random-access-bench	1	Explore Profiling Data
🟢 Done	`ec8e480`	string-bench	1	Explore Profiling Data
🟢 Done	`0fa9c84`	statpopgen	1	Explore Profiling Data
🟢 Done	`0fa9c84`	clickbench-sorted-nvme	1	Explore Profiling Data
🟢 Done	`0fa9c84`	tpch-nvme-10	1	Explore Profiling Data
🟢 Done	`0fa9c84`	fineweb-s3	1	Explore Profiling Data
🟢 Done	`0fa9c84`	fineweb	1	Explore Profiling Data
🟢 Done	`0fa9c84`	clickbench-nvme	1	Explore Profiling Data
🟢 Done	`0fa9c84`	tpcds-nvme	1	Explore Profiling Data
🟢 Done	`0fa9c84`	polarsignals	1	Explore Profiling Data
🟢 Done	`0fa9c84`	tpch-s3	1	Explore Profiling Data
🟢 Done	`0fa9c84`	tpch-nvme	1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-08-07T11:53:04Z

Benchmarks: PolarSignals Profiling 📖

Vortex (geomean): 1.017x ➖

datafusion / vortex-file-compressed / ns (1.017x ➖, 0↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed 🚨	134958775	121807718	1.11
polarsignals_q01/datafusion:vortex-file-compressed	163200393	162957995	1.00
polarsignals_q02/datafusion:vortex-file-compressed	21622436	20651023	1.05
polarsignals_q03/datafusion:vortex-file-compressed	163742738	162502359	1.01
polarsignals_q04/datafusion:vortex-file-compressed	10316990	10503660	0.98
polarsignals_q05/datafusion:vortex-file-compressed	13595493	13748768	0.99
polarsignals_q06/datafusion:vortex-file-compressed	23134071	21498080	1.08
polarsignals_q07/datafusion:vortex-file-compressed	11812992	11773454	1.00
polarsignals_q08/datafusion:vortex-file-compressed	281244729	274334617	1.03
polarsignals_q09/datafusion:vortex-file-compressed	10891475	11584715	0.94

No file size changes detected.

github-actions · 2026-08-07T11:53:47Z

Benchmarks: TPC-H SF=1 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.2%
Engines: DataFusion No clear signal (+0.8%, environment too noisy confidence) · DuckDB No clear signal (+1.5%, low confidence)
Vortex (geomean): 1.004x ➖
Parquet (geomean): 0.993x ➖
Shifts: Parquet (control) -0.7% · Median polish -0.6%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.

datafusion / vortex-file-compressed / ns (0.994x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	43890334	44414589	0.99
tpch_q02/datafusion:vortex-file-compressed	22731979	23209099	0.98
tpch_q03/datafusion:vortex-file-compressed	30200755	31417251	0.96
tpch_q04/datafusion:vortex-file-compressed	16217834	16021417	1.01
tpch_q05/datafusion:vortex-file-compressed	49438162	49630318	1.00
tpch_q06/datafusion:vortex-file-compressed	9106112	8719908	1.04
tpch_q07/datafusion:vortex-file-compressed	56927771	57504889	0.99
tpch_q08/datafusion:vortex-file-compressed	45028510	45794752	0.98
tpch_q09/datafusion:vortex-file-compressed	56563924	56919643	0.99
tpch_q10/datafusion:vortex-file-compressed	29183252	28941696	1.01
tpch_q11/datafusion:vortex-file-compressed	17777886	18020838	0.99
tpch_q12/datafusion:vortex-file-compressed	27659055	28739485	0.96
tpch_q13/datafusion:vortex-file-compressed	25083797	24755066	1.01
tpch_q14/datafusion:vortex-file-compressed	15081738	15600035	0.97
tpch_q15/datafusion:vortex-file-compressed	22339210	21340800	1.05
tpch_q16/datafusion:vortex-file-compressed	24675330	24822376	0.99
tpch_q17/datafusion:vortex-file-compressed	57448721	56636218	1.01
tpch_q18/datafusion:vortex-file-compressed	68111077	69112675	0.99
tpch_q19/datafusion:vortex-file-compressed	19104800	19524240	0.98
tpch_q20/datafusion:vortex-file-compressed	32250354	32078957	1.01
tpch_q21/datafusion:vortex-file-compressed	61928098	63763021	0.97
tpch_q22/datafusion:vortex-file-compressed	11923664	12141940	0.98

datafusion / parquet / ns (0.986x ➖, 1↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	110529961	110959660	1.00
tpch_q02/datafusion:parquet	70983408	71826642	0.99
tpch_q03/datafusion:parquet	105596791	97767476	1.08
tpch_q04/datafusion:parquet	51465117	49663137	1.04
tpch_q05/datafusion:parquet	117457961	129320596	0.91
tpch_q06/datafusion:parquet	48341697	45764371	1.06
tpch_q07/datafusion:parquet	128565597	130243125	0.99
tpch_q08/datafusion:parquet	130533052	132793893	0.98
tpch_q09/datafusion:parquet	158218022	163574092	0.97
tpch_q10/datafusion:parquet	118090802	127448561	0.93
tpch_q11/datafusion:parquet	50417211	51563492	0.98
tpch_q12/datafusion:parquet	106446877	104024886	1.02
tpch_q13/datafusion:parquet	227518543	228691980	0.99
tpch_q14/datafusion:parquet	53634665	51630967	1.04
tpch_q15/datafusion:parquet	70512691	68309382	1.03
tpch_q16/datafusion:parquet	48605804	49978430	0.97
tpch_q17/datafusion:parquet	158713600	159965030	0.99
tpch_q18/datafusion:parquet	180137208	182476582	0.99
tpch_q19/datafusion:parquet 🚀	70591424	86215924	0.82
tpch_q20/datafusion:parquet	91324546	95690770	0.95
tpch_q21/datafusion:parquet	172237534	174460664	0.99
tpch_q22/datafusion:parquet	57212893	56523365	1.01

duckdb / vortex-file-compressed / ns (1.015x ➖, 0↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	24515525	24449389	1.00
tpch_q02/duckdb:vortex-file-compressed	37195030	36372246	1.02
tpch_q03/duckdb:vortex-file-compressed	39627575	39433287	1.00
tpch_q04/duckdb:vortex-file-compressed	33838294	34133985	0.99
tpch_q05/duckdb:vortex-file-compressed	45824817	46831378	0.98
tpch_q06/duckdb:vortex-file-compressed	13524725	13647218	0.99
tpch_q07/duckdb:vortex-file-compressed	43109034	46642064	0.92
tpch_q08/duckdb:vortex-file-compressed	55490524	55744843	1.00
tpch_q09/duckdb:vortex-file-compressed	62622813	59408289	1.05
tpch_q10/duckdb:vortex-file-compressed	55259104	55132299	1.00
tpch_q11/duckdb:vortex-file-compressed	19201912	19506182	0.98
tpch_q12/duckdb:vortex-file-compressed	31476437	30467342	1.03
tpch_q13/duckdb:vortex-file-compressed	46417347	46892438	0.99
tpch_q14/duckdb:vortex-file-compressed	22354007	23937711	0.93
tpch_q15/duckdb:vortex-file-compressed 🚨	21940129	19320639	1.14
tpch_q16/duckdb:vortex-file-compressed	33579555	32430982	1.04
tpch_q17/duckdb:vortex-file-compressed	34875137	34106315	1.02
tpch_q18/duckdb:vortex-file-compressed	55513459	51627039	1.08
tpch_q19/duckdb:vortex-file-compressed	39193460	38187046	1.03
tpch_q20/duckdb:vortex-file-compressed	40792753	39034322	1.05
tpch_q21/duckdb:vortex-file-compressed	131126576	125420563	1.05
tpch_q22/duckdb:vortex-file-compressed	23771148	22542370	1.05

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

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	81450930	81801073	1.00
tpch_q02/duckdb:parquet	46011970	46050501	1.00
tpch_q03/duckdb:parquet	80264602	81521115	0.98
tpch_q04/duckdb:parquet	57554778	57610784	1.00
tpch_q05/duckdb:parquet	78711014	78650137	1.00
tpch_q06/duckdb:parquet	24985970	24765269	1.01
tpch_q07/duckdb:parquet	79866263	79933191	1.00
tpch_q08/duckdb:parquet	96471894	96377068	1.00
tpch_q09/duckdb:parquet	148224846	148087352	1.00
tpch_q10/duckdb:parquet	141813935	142037547	1.00
tpch_q11/duckdb:parquet	25447955	25444267	1.00
tpch_q12/duckdb:parquet	53031598	53148733	1.00
tpch_q13/duckdb:parquet	284807496	286371974	0.99
tpch_q14/duckdb:parquet	56005856	56212657	1.00
tpch_q15/duckdb:parquet	30719872	30514566	1.01
tpch_q16/duckdb:parquet	66765376	67187982	0.99
tpch_q17/duckdb:parquet	57998342	57910627	1.00
tpch_q18/duckdb:parquet	128792094	126950908	1.01
tpch_q19/duckdb:parquet	77672495	77311681	1.00
tpch_q20/duckdb:parquet	77253616	77375512	1.00
tpch_q21/duckdb:parquet	188843603	189653246	1.00
tpch_q22/duckdb:parquet	64015707	64181213	1.00

File Size Changes (9 files changed, -43.9% overall, 0↑ 9↓)

File	Scale	Format	Base	Change	%
customer.vortex	1.0	vortex-compact	7.40 MB	7.40 MB	-100.0%
duckdb.db	1.0	vortex-compact	268.00 KB	268.00 KB	-100.0%
lineitem.vortex	1.0	vortex-compact	126.00 MB	126.00 MB	-100.0%
nation.vortex	1.0	vortex-compact	8.04 KB	8.04 KB	-100.0%
orders.vortex	1.0	vortex-compact	31.73 MB	31.73 MB	-100.0%
part.vortex	1.0	vortex-compact	3.55 MB	3.55 MB	-100.0%
partsupp.vortex	1.0	vortex-compact	20.29 MB	20.29 MB	-100.0%
region.vortex	1.0	vortex-compact	6.09 KB	6.09 KB	-100.0%
supplier.vortex	1.0	vortex-compact	496.71 KB	496.71 KB	-100.0%

Totals:

vortex-compact: 189.73 MB → 0 B (-100.0%)
vortex-file-compressed: 242.85 MB → 242.85 MB (0.0%)

github-actions · 2026-08-07T11:53:55Z

Benchmarks: FineWeb NVMe 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.3%
Engines: DataFusion No clear signal (-1.3%, environment too noisy confidence) · DuckDB No clear signal (+8.1%, low confidence)
Vortex (geomean): 1.038x ➖
Parquet (geomean): 1.004x ➖
Shifts: Parquet (control) +0.4% · Median polish +0.2%

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.

datafusion / vortex-file-compressed / ns (1.011x ➖, 0↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	8509759	8987809	0.95
fineweb_q01/datafusion:vortex-file-compressed 🚨	32883901	27872242	1.18
fineweb_q02/datafusion:vortex-file-compressed	34055252	36075893	0.94
fineweb_q03/datafusion:vortex-file-compressed	40988102	41135728	1.00
fineweb_q04/datafusion:vortex-file-compressed	208017558	205557938	1.01
fineweb_q05/datafusion:vortex-file-compressed	162052639	153751523	1.05
fineweb_q06/datafusion:vortex-file-compressed	39044557	38570946	1.01
fineweb_q07/datafusion:vortex-file-compressed	43666941	43760962	1.00
fineweb_q08/datafusion:vortex-file-compressed	15899320	16300289	0.98

datafusion / parquet / ns (1.024x ➖, 0↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	10362673	8798912	1.18
fineweb_q01/datafusion:parquet	204017801	199941702	1.02
fineweb_q02/datafusion:parquet	201427817	198990971	1.01
fineweb_q03/datafusion:parquet	191217084	193573730	0.99
fineweb_q04/datafusion:parquet	209220378	208498247	1.00
fineweb_q05/datafusion:parquet	205480909	205235164	1.00
fineweb_q06/datafusion:parquet	199151650	198147298	1.01
fineweb_q07/datafusion:parquet	194028507	192310415	1.01
fineweb_q08/datafusion:parquet	192184326	189632893	1.01

duckdb / vortex-file-compressed / ns (1.065x ➖, 0↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	6148333	3574965	1.72
fineweb_q01/duckdb:vortex-file-compressed	47248923	43023175	1.10
fineweb_q02/duckdb:vortex-file-compressed	48286049	50881253	0.95
fineweb_q03/duckdb:vortex-file-compressed	68425575	72116310	0.95
fineweb_q04/duckdb:vortex-file-compressed	301935199	297452344	1.02
fineweb_q05/duckdb:vortex-file-compressed	221196843	225742568	0.98
fineweb_q06/duckdb:vortex-file-compressed	70563481	71941255	0.98
fineweb_q07/duckdb:vortex-file-compressed	78521047	79170206	0.99
fineweb_q08/duckdb:vortex-file-compressed	34441218	32111134	1.07

duckdb / parquet / ns (0.985x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	36779378	39405619	0.93
fineweb_q01/duckdb:parquet	75314384	77348783	0.97
fineweb_q02/duckdb:parquet	78876308	78395962	1.01
fineweb_q03/duckdb:parquet	208453763	208537047	1.00
fineweb_q04/duckdb:parquet	232810310	238411924	0.98
fineweb_q05/duckdb:parquet	202672568	202172156	1.00
fineweb_q06/duckdb:parquet	143668405	143357514	1.00
fineweb_q07/duckdb:parquet	144323266	145558074	0.99
fineweb_q08/duckdb:parquet	38021006	38699691	0.98

File Size Changes (2 files changed, -46.3% overall, 0↑ 2↓)

File	Scale	Format	Base	HEAD	Change	%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%
sample.vortex	1.0	vortex-compact	1.23 GB	0 B	1.23 GB	-100.0%

Totals:

vortex-compact: 1.23 GB → 0 B (-100.0%)
vortex-file-compressed: 1.43 GB → 1.43 GB (0.0%)

github-actions · 2026-08-07T11:55:30Z

Benchmarks: TPC-DS SF=1 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.4%
Engines: DataFusion No clear signal (+0.3%, environment too noisy confidence) · DuckDB No clear signal (-3.0%, environment too noisy confidence)
Vortex (geomean): 0.983x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish -0.2%

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.

datafusion / vortex-file-compressed / ns (0.993x ➖, 2↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	27109774	27760408	0.98
tpcds_q02/datafusion:vortex-file-compressed	51622325	53145015	0.97
tpcds_q03/datafusion:vortex-file-compressed	13756387	13736532	1.00
tpcds_q04/datafusion:vortex-file-compressed	222272882	217804764	1.02
tpcds_q05/datafusion:vortex-file-compressed	65009348	63953308	1.02
tpcds_q06/datafusion:vortex-file-compressed	26715067	26546119	1.01
tpcds_q07/datafusion:vortex-file-compressed	42162735	42808342	0.98
tpcds_q08/datafusion:vortex-file-compressed	33738328	33787516	1.00
tpcds_q09/datafusion:vortex-file-compressed	25782631	25953612	0.99
tpcds_q10/datafusion:vortex-file-compressed	36104705	36297976	0.99
tpcds_q11/datafusion:vortex-file-compressed	115730166	116683306	0.99
tpcds_q12/datafusion:vortex-file-compressed	20266565	20622854	0.98
tpcds_q13/datafusion:vortex-file-compressed	46329674	47474765	0.98
tpcds_q14/datafusion:vortex-file-compressed	209843603	203149589	1.03
tpcds_q15/datafusion:vortex-file-compressed	29495826	29450179	1.00
tpcds_q16/datafusion:vortex-file-compressed	24144879	24773240	0.97
tpcds_q17/datafusion:vortex-file-compressed	74734221	71944233	1.04
tpcds_q18/datafusion:vortex-file-compressed	87069189	88529362	0.98
tpcds_q19/datafusion:vortex-file-compressed	21638844	21694666	1.00
tpcds_q20/datafusion:vortex-file-compressed	23970850	25206365	0.95
tpcds_q21/datafusion:vortex-file-compressed	33464391	32737189	1.02
tpcds_q22/datafusion:vortex-file-compressed 🚀	102765830	124795325	0.82
tpcds_q23/datafusion:vortex-file-compressed	130728906	130716884	1.00
tpcds_q24/datafusion:vortex-file-compressed	95364952	95107609	1.00
tpcds_q25/datafusion:vortex-file-compressed	72876570	73621955	0.99
tpcds_q26/datafusion:vortex-file-compressed	37049783	37125206	1.00
tpcds_q27/datafusion:vortex-file-compressed	94327680	93572285	1.01
tpcds_q28/datafusion:vortex-file-compressed	28732344	29142836	0.99
tpcds_q29/datafusion:vortex-file-compressed	70364717	69207440	1.02
tpcds_q30/datafusion:vortex-file-compressed	30273754	29420803	1.03
tpcds_q31/datafusion:vortex-file-compressed	76897479	75761623	1.01
tpcds_q32/datafusion:vortex-file-compressed	18183563	18109214	1.00
tpcds_q33/datafusion:vortex-file-compressed	32640407	32672641	1.00
tpcds_q34/datafusion:vortex-file-compressed	26084124	25980150	1.00
tpcds_q35/datafusion:vortex-file-compressed	44488981	46160941	0.96
tpcds_q36/datafusion:vortex-file-compressed	64387334	66030489	0.98
tpcds_q37/datafusion:vortex-file-compressed	17464315	18395560	0.95
tpcds_q38/datafusion:vortex-file-compressed	38391687	39379787	0.97
tpcds_q39/datafusion:vortex-file-compressed	97584104	100107351	0.97
tpcds_q40/datafusion:vortex-file-compressed	33471325	32796900	1.02
tpcds_q41/datafusion:vortex-file-compressed	24510997	24047946	1.02
tpcds_q42/datafusion:vortex-file-compressed	13793429	13639157	1.01
tpcds_q43/datafusion:vortex-file-compressed	18972672	19309111	0.98
tpcds_q44/datafusion:vortex-file-compressed	34230055	35877012	0.95
tpcds_q45/datafusion:vortex-file-compressed	32591593	33178892	0.98
tpcds_q46/datafusion:vortex-file-compressed	33997109	35536815	0.96
tpcds_q47/datafusion:vortex-file-compressed	130495302	128544388	1.02
tpcds_q48/datafusion:vortex-file-compressed	38359252	39056957	0.98
tpcds_q49/datafusion:vortex-file-compressed	71550378	72186045	0.99
tpcds_q50/datafusion:vortex-file-compressed	45659076	47345370	0.96
tpcds_q51/datafusion:vortex-file-compressed	76539780	75641940	1.01
tpcds_q52/datafusion:vortex-file-compressed	14440721	14058998	1.03
tpcds_q53/datafusion:vortex-file-compressed	24441938	24029790	1.02
tpcds_q54/datafusion:vortex-file-compressed	37584881	37341353	1.01
tpcds_q55/datafusion:vortex-file-compressed	13787150	13762742	1.00
tpcds_q56/datafusion:vortex-file-compressed	33993496	33164543	1.02
tpcds_q57/datafusion:vortex-file-compressed	98457360	100316871	0.98
tpcds_q58/datafusion:vortex-file-compressed	61365984	61526178	1.00
tpcds_q59/datafusion:vortex-file-compressed	55975904	56090102	1.00
tpcds_q60/datafusion:vortex-file-compressed	32401658	32307530	1.00
tpcds_q61/datafusion:vortex-file-compressed	36752899	36423823	1.01
tpcds_q62/datafusion:vortex-file-compressed 🚀	21822657	25266801	0.86
tpcds_q63/datafusion:vortex-file-compressed	24064406	24710423	0.97
tpcds_q64/datafusion:vortex-file-compressed	511889458	486660987	1.05
tpcds_q65/datafusion:vortex-file-compressed	75117683	74575111	1.01
tpcds_q66/datafusion:vortex-file-compressed	78765954	78013202	1.01
tpcds_q67/datafusion:vortex-file-compressed	114501569	114529014	1.00
tpcds_q68/datafusion:vortex-file-compressed	32893985	34159110	0.96
tpcds_q69/datafusion:vortex-file-compressed	34637197	33601555	1.03
tpcds_q70/datafusion:vortex-file-compressed	116686022	110429003	1.06
tpcds_q71/datafusion:vortex-file-compressed	22934067	23967039	0.96
tpcds_q72/datafusion:vortex-file-compressed	1466953806	1464597136	1.00
tpcds_q73/datafusion:vortex-file-compressed	24576862	24497690	1.00
tpcds_q74/datafusion:vortex-file-compressed	76928554	76083441	1.01
tpcds_q75/datafusion:vortex-file-compressed	139763472	141085545	0.99
tpcds_q76/datafusion:vortex-file-compressed	42485576	42465362	1.00
tpcds_q77/datafusion:vortex-file-compressed	44722951	45215130	0.99
tpcds_q78/datafusion:vortex-file-compressed	108467703	108300751	1.00
tpcds_q79/datafusion:vortex-file-compressed	27782448	28506640	0.97
tpcds_q80/datafusion:vortex-file-compressed	101380053	101142196	1.00
tpcds_q81/datafusion:vortex-file-compressed	30296824	30884549	0.98
tpcds_q82/datafusion:vortex-file-compressed	19653390	19378126	1.01
tpcds_q83/datafusion:vortex-file-compressed	41767330	43780573	0.95
tpcds_q84/datafusion:vortex-file-compressed	13402647	13208891	1.01
tpcds_q85/datafusion:vortex-file-compressed	111989685	112681949	0.99
tpcds_q86/datafusion:vortex-file-compressed	18432355	19371281	0.95
tpcds_q87/datafusion:vortex-file-compressed	42368969	41816556	1.01
tpcds_q88/datafusion:vortex-file-compressed	52377853	52963929	0.99
tpcds_q89/datafusion:vortex-file-compressed	27237752	27978794	0.97
tpcds_q90/datafusion:vortex-file-compressed	13992369	14614090	0.96
tpcds_q91/datafusion:vortex-file-compressed	19993784	20591041	0.97
tpcds_q92/datafusion:vortex-file-compressed	17519957	16610956	1.05
tpcds_q93/datafusion:vortex-file-compressed	31119491	31709063	0.98
tpcds_q94/datafusion:vortex-file-compressed	24512544	24310407	1.01
tpcds_q95/datafusion:vortex-file-compressed	62713196	62802366	1.00
tpcds_q96/datafusion:vortex-file-compressed	11371096	10997613	1.03
tpcds_q97/datafusion:vortex-file-compressed	29327326	28562949	1.03
tpcds_q98/datafusion:vortex-file-compressed	24743174	24883484	0.99
tpcds_q99/datafusion:vortex-file-compressed	28017295	27697558	1.01

datafusion / parquet / ns (0.991x ➖, 3↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	31755503	31376510	1.01
tpcds_q02/datafusion:parquet	52855157	52640671	1.00
tpcds_q03/datafusion:parquet	17560601	17413015	1.01
tpcds_q04/datafusion:parquet	337951170	336116189	1.01
tpcds_q05/datafusion:parquet	81986861	78617748	1.04
tpcds_q06/datafusion:parquet	31767911	30967330	1.03
tpcds_q07/datafusion:parquet	98790156	96189137	1.03
tpcds_q08/datafusion:parquet	37262776	38376830	0.97
tpcds_q09/datafusion:parquet	34649709	36674088	0.94
tpcds_q10/datafusion:parquet	89191638	87181029	1.02
tpcds_q11/datafusion:parquet	173911622	172374521	1.01
tpcds_q12/datafusion:parquet	23838945	22506873	1.06
tpcds_q13/datafusion:parquet	100529851	98888279	1.02
tpcds_q14/datafusion:parquet	279807183	273511451	1.02
tpcds_q15/datafusion:parquet	35503733	36400280	0.98
tpcds_q16/datafusion:parquet	47753968	49714996	0.96
tpcds_q17/datafusion:parquet	108801464	107935468	1.01
tpcds_q18/datafusion:parquet	136225749	130898523	1.04
tpcds_q19/datafusion:parquet	28932405	28312761	1.02
tpcds_q20/datafusion:parquet	24015863	23397085	1.03
tpcds_q21/datafusion:parquet	22504436	22202519	1.01
tpcds_q22/datafusion:parquet 🚀	104887619	133644412	0.78
tpcds_q23/datafusion:parquet	176779451	175764025	1.01
tpcds_q24/datafusion:parquet	139211625	152997914	0.91
tpcds_q25/datafusion:parquet	107145584	110225863	0.97
tpcds_q26/datafusion:parquet	85571291	88403052	0.97
tpcds_q27/datafusion:parquet	158997928	165770293	0.96
tpcds_q28/datafusion:parquet	41753365	40597850	1.03
tpcds_q29/datafusion:parquet	108561459	107618990	1.01
tpcds_q30/datafusion:parquet	43042650	45537976	0.95
tpcds_q31/datafusion:parquet	92190991	93955603	0.98
tpcds_q32/datafusion:parquet	23793447	24050259	0.99
tpcds_q33/datafusion:parquet	37492384	37862678	0.99
tpcds_q34/datafusion:parquet	31306804	30046598	1.04
tpcds_q35/datafusion:parquet	92015828	89630749	1.03
tpcds_q36/datafusion:parquet	69852190	69903256	1.00
tpcds_q37/datafusion:parquet	24343584	24008134	1.01
tpcds_q38/datafusion:parquet	58902021	56897632	1.04
tpcds_q39/datafusion:parquet	83746937	84333654	0.99
tpcds_q40/datafusion:parquet	34022876	34921754	0.97
tpcds_q41/datafusion:parquet	19400657	19082489	1.02
tpcds_q42/datafusion:parquet	16499462	16169417	1.02
tpcds_q43/datafusion:parquet	22916731	23063794	0.99
tpcds_q44/datafusion:parquet	41358424	39880793	1.04
tpcds_q45/datafusion:parquet	44923706	46707479	0.96
tpcds_q46/datafusion:parquet	41684119	42711326	0.98
tpcds_q47/datafusion:parquet	150091842	150982191	0.99
tpcds_q48/datafusion:parquet	87977320	88192222	1.00
tpcds_q49/datafusion:parquet	78010145	80418442	0.97
tpcds_q50/datafusion:parquet	72665376	74370363	0.98
tpcds_q51/datafusion:parquet	81351004	80199576	1.01
tpcds_q52/datafusion:parquet	16566281	18269291	0.91
tpcds_q53/datafusion:parquet	25369018	25468290	1.00
tpcds_q54/datafusion:parquet	46271846	46843010	0.99
tpcds_q55/datafusion:parquet	16036628	16005535	1.00
tpcds_q56/datafusion:parquet	36603329	36762952	1.00
tpcds_q57/datafusion:parquet	135225707	124047801	1.09
tpcds_q58/datafusion:parquet	82180388	81975073	1.00
tpcds_q59/datafusion:parquet	75843730	77804072	0.97
tpcds_q60/datafusion:parquet	36385691	37055534	0.98
tpcds_q61/datafusion:parquet	45461724	47732734	0.95
tpcds_q62/datafusion:parquet 🚀	27297990	34563902	0.79
tpcds_q63/datafusion:parquet	24844573	25037863	0.99
tpcds_q64/datafusion:parquet	363795676	354940306	1.02
tpcds_q65/datafusion:parquet	53938988	49260361	1.09
tpcds_q66/datafusion:parquet	84494346	87270469	0.97
tpcds_q67/datafusion:parquet	144401071	144090605	1.00
tpcds_q68/datafusion:parquet	40126867	39972952	1.00
tpcds_q69/datafusion:parquet	83360877	89124036	0.94
tpcds_q70/datafusion:parquet	44435185	44795423	0.99
tpcds_q71/datafusion:parquet	26929125	26762402	1.01
tpcds_q72/datafusion:parquet	449332242	448311926	1.00
tpcds_q73/datafusion:parquet	27523854	28267668	0.97
tpcds_q74/datafusion:parquet	101358038	102528254	0.99
tpcds_q75/datafusion:parquet	181387149	171703484	1.06
tpcds_q76/datafusion:parquet	61943459	61542697	1.01
tpcds_q77/datafusion:parquet	55586982	57097381	0.97
tpcds_q78/datafusion:parquet	129160092	124519724	1.04
tpcds_q79/datafusion:parquet	34177505	36286329	0.94
tpcds_q80/datafusion:parquet	97275026	97024274	1.00
tpcds_q81/datafusion:parquet	38622707	38494536	1.00
tpcds_q82/datafusion:parquet	23576747	24961945	0.94
tpcds_q83/datafusion:parquet	59030472	56689216	1.04
tpcds_q84/datafusion:parquet	48254385	47689549	1.01
tpcds_q85/datafusion:parquet	193618199	195867880	0.99
tpcds_q86/datafusion:parquet	20832153	21058427	0.99
tpcds_q87/datafusion:parquet	62390178	61432407	1.02
tpcds_q88/datafusion:parquet	58681487	59449158	0.99
tpcds_q89/datafusion:parquet	30243689	29646918	1.02
tpcds_q90/datafusion:parquet	19193008	18728280	1.02
tpcds_q91/datafusion:parquet	64829766	64812145	1.00
tpcds_q92/datafusion:parquet	24939043	26870130	0.93
tpcds_q93/datafusion:parquet	35620078	38017612	0.94
tpcds_q94/datafusion:parquet	30792876	30109511	1.02
tpcds_q95/datafusion:parquet	86653558	89420286	0.97
tpcds_q96/datafusion:parquet	16693147	16633474	1.00
tpcds_q97/datafusion:parquet	39892695	40130983	0.99
tpcds_q98/datafusion:parquet	27195066	26420382	1.03
tpcds_q99/datafusion:parquet 🚀	33874396	41651263	0.81

duckdb / vortex-file-compressed / ns (0.973x ➖, 10↑ 2↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	28575242	29938037	0.95
tpcds_q02/duckdb:vortex-file-compressed	29020584	31186257	0.93
tpcds_q03/duckdb:vortex-file-compressed	23136939	22417541	1.03
tpcds_q04/duckdb:vortex-file-compressed	99130223	98493898	1.01
tpcds_q05/duckdb:vortex-file-compressed	41396093	44002448	0.94
tpcds_q06/duckdb:vortex-file-compressed	50621431	52836144	0.96
tpcds_q07/duckdb:vortex-file-compressed	29836721	31444397	0.95
tpcds_q08/duckdb:vortex-file-compressed	33378941	34725467	0.96
tpcds_q09/duckdb:vortex-file-compressed 🚨	22670035	19211187	1.18
tpcds_q10/duckdb:vortex-file-compressed	55927249	56907432	0.98
tpcds_q11/duckdb:vortex-file-compressed	73458454	75205435	0.98
tpcds_q12/duckdb:vortex-file-compressed	18201623	18894771	0.96
tpcds_q13/duckdb:vortex-file-compressed	39252840	42100276	0.93
tpcds_q14/duckdb:vortex-file-compressed	115981366	113135090	1.03
tpcds_q15/duckdb:vortex-file-compressed	36747777	36782571	1.00
tpcds_q16/duckdb:vortex-file-compressed	32729144	33844621	0.97
tpcds_q17/duckdb:vortex-file-compressed	55461120	58499565	0.95
tpcds_q18/duckdb:vortex-file-compressed	51952147	50700689	1.02
tpcds_q19/duckdb:vortex-file-compressed	40524937	43015429	0.94
tpcds_q20/duckdb:vortex-file-compressed	18270971	18376438	0.99
tpcds_q21/duckdb:vortex-file-compressed	22138808	23547816	0.94
tpcds_q22/duckdb:vortex-file-compressed	65333525	68262874	0.96
tpcds_q23/duckdb:vortex-file-compressed	74547488	77880535	0.96
tpcds_q24/duckdb:vortex-file-compressed	51071344	52466120	0.97
tpcds_q25/duckdb:vortex-file-compressed	48909277	51919533	0.94
tpcds_q26/duckdb:vortex-file-compressed 🚀	23597705	26323658	0.90
tpcds_q27/duckdb:vortex-file-compressed	36149257	36274813	1.00
tpcds_q28/duckdb:vortex-file-compressed	16336490	15365592	1.06
tpcds_q29/duckdb:vortex-file-compressed	58159899	56266157	1.03
tpcds_q30/duckdb:vortex-file-compressed	37725678	36297438	1.04
tpcds_q31/duckdb:vortex-file-compressed	34837846	37644909	0.93
tpcds_q32/duckdb:vortex-file-compressed 🚨	22792480	19835771	1.15
tpcds_q33/duckdb:vortex-file-compressed	35000702	35398562	0.99
tpcds_q34/duckdb:vortex-file-compressed	34630618	32907285	1.05
tpcds_q35/duckdb:vortex-file-compressed	85615958	85729634	1.00
tpcds_q36/duckdb:vortex-file-compressed	30446987	32324603	0.94
tpcds_q37/duckdb:vortex-file-compressed 🚀	26847573	30168306	0.89
tpcds_q38/duckdb:vortex-file-compressed	42914332	41867427	1.03
tpcds_q39/duckdb:vortex-file-compressed	36097679	35472118	1.02
tpcds_q40/duckdb:vortex-file-compressed	23411047	21679598	1.08
tpcds_q41/duckdb:vortex-file-compressed	19296080	20626477	0.94
tpcds_q42/duckdb:vortex-file-compressed	18492069	18009678	1.03
tpcds_q43/duckdb:vortex-file-compressed	22474262	22015809	1.02
tpcds_q44/duckdb:vortex-file-compressed 🚀	24312637	28204681	0.86
tpcds_q45/duckdb:vortex-file-compressed	37233914	39179401	0.95
tpcds_q46/duckdb:vortex-file-compressed	40277006	42863962	0.94
tpcds_q47/duckdb:vortex-file-compressed	57245870	61113454	0.94
tpcds_q48/duckdb:vortex-file-compressed	34794649	38448012	0.90
tpcds_q49/duckdb:vortex-file-compressed	41555094	42152928	0.99
tpcds_q50/duckdb:vortex-file-compressed	33031213	34729035	0.95
tpcds_q51/duckdb:vortex-file-compressed	111376511	115042195	0.97
tpcds_q52/duckdb:vortex-file-compressed	18279669	17087409	1.07
tpcds_q53/duckdb:vortex-file-compressed	30883204	30166728	1.02
tpcds_q54/duckdb:vortex-file-compressed	48290691	49134057	0.98
tpcds_q55/duckdb:vortex-file-compressed 🚀	16518574	19781943	0.84
tpcds_q56/duckdb:vortex-file-compressed	30889215	32667482	0.95
tpcds_q57/duckdb:vortex-file-compressed	43627865	45634676	0.96
tpcds_q58/duckdb:vortex-file-compressed	39619803	40224950	0.98
tpcds_q59/duckdb:vortex-file-compressed	39728107	39573527	1.00
tpcds_q60/duckdb:vortex-file-compressed	36476738	37865141	0.96
tpcds_q61/duckdb:vortex-file-compressed	39167031	40699531	0.96
tpcds_q62/duckdb:vortex-file-compressed	19677449	18323338	1.07
tpcds_q63/duckdb:vortex-file-compressed 🚀	25024149	31410327	0.80
tpcds_q64/duckdb:vortex-file-compressed	113199670	118207622	0.96
tpcds_q65/duckdb:vortex-file-compressed 🚀	27384831	32264315	0.85
tpcds_q66/duckdb:vortex-file-compressed	37949150	38984639	0.97
tpcds_q67/duckdb:vortex-file-compressed	130161668	139097777	0.94
tpcds_q68/duckdb:vortex-file-compressed	39868885	38953620	1.02
tpcds_q69/duckdb:vortex-file-compressed	59835621	57363219	1.04
tpcds_q70/duckdb:vortex-file-compressed	42044937	41797115	1.01
tpcds_q71/duckdb:vortex-file-compressed	24818579	25895063	0.96
tpcds_q72/duckdb:vortex-file-compressed	149576986	153155801	0.98
tpcds_q73/duckdb:vortex-file-compressed	29980740	30374484	0.99
tpcds_q74/duckdb:vortex-file-compressed	51283104	52974320	0.97
tpcds_q75/duckdb:vortex-file-compressed	60426606	59216473	1.02
tpcds_q76/duckdb:vortex-file-compressed 🚀	24202511	28711301	0.84
tpcds_q77/duckdb:vortex-file-compressed 🚀	31415784	35558914	0.88
tpcds_q78/duckdb:vortex-file-compressed	83086316	78362644	1.06
tpcds_q79/duckdb:vortex-file-compressed	29991346	31319841	0.96
tpcds_q80/duckdb:vortex-file-compressed	57615463	60202437	0.96
tpcds_q81/duckdb:vortex-file-compressed	42749495	42235008	1.01
tpcds_q82/duckdb:vortex-file-compressed	56741770	54681860	1.04
tpcds_q83/duckdb:vortex-file-compressed	43660676	43294318	1.01
tpcds_q84/duckdb:vortex-file-compressed	26747100	28041030	0.95
tpcds_q85/duckdb:vortex-file-compressed	56489841	56721888	1.00
tpcds_q86/duckdb:vortex-file-compressed	19897892	19301096	1.03
tpcds_q87/duckdb:vortex-file-compressed	48225323	50287235	0.96
tpcds_q88/duckdb:vortex-file-compressed	65557976	61894072	1.06
tpcds_q89/duckdb:vortex-file-compressed	27016308	29505149	0.92
tpcds_q90/duckdb:vortex-file-compressed	16908942	17582495	0.96
tpcds_q91/duckdb:vortex-file-compressed	34662611	34589575	1.00
tpcds_q92/duckdb:vortex-file-compressed	25282412	26517666	0.95
tpcds_q93/duckdb:vortex-file-compressed	30031044	31280172	0.96
tpcds_q94/duckdb:vortex-file-compressed	32366490	34321342	0.94
tpcds_q95/duckdb:vortex-file-compressed	138510029	152689385	0.91
tpcds_q96/duckdb:vortex-file-compressed 🚀	15796719	18666651	0.85
tpcds_q97/duckdb:vortex-file-compressed	43434692	42883576	1.01
tpcds_q98/duckdb:vortex-file-compressed 🚀	23793061	26511992	0.90
tpcds_q99/duckdb:vortex-file-compressed	26296092	26447209	0.99

duckdb / parquet / ns (1.003x ➖, 3↑ 6↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	31223040	32913984	0.95
tpcds_q02/duckdb:parquet 🚨	25244161	21514532	1.17
tpcds_q03/duckdb:parquet 🚨	14052368	12515182	1.12
tpcds_q04/duckdb:parquet	195788220	199332111	0.98
tpcds_q05/duckdb:parquet	32424330	32924948	0.98
tpcds_q06/duckdb:parquet	35366008	36056373	0.98
tpcds_q07/duckdb:parquet	23326429	22373580	1.04
tpcds_q08/duckdb:parquet	33334092	32924998	1.01
tpcds_q09/duckdb:parquet	30668781	30337464	1.01
tpcds_q10/duckdb:parquet	41320599	40650211	1.02
tpcds_q11/duckdb:parquet	101917928	100447694	1.01
tpcds_q12/duckdb:parquet	17543770	17478656	1.00
tpcds_q13/duckdb:parquet	35268665	34791678	1.01
tpcds_q14/duckdb:parquet	104252739	107815339	0.97
tpcds_q15/duckdb:parquet	35736999	34798677	1.03
tpcds_q16/duckdb:parquet	28003590	27628569	1.01
tpcds_q17/duckdb:parquet	45277266	44924166	1.01
tpcds_q18/duckdb:parquet	56172564	55534088	1.01
tpcds_q19/duckdb:parquet	33421315	33595366	0.99
tpcds_q20/duckdb:parquet	19312700	19340529	1.00
tpcds_q21/duckdb:parquet	14244799	14310756	1.00
tpcds_q22/duckdb:parquet	51376421	50179002	1.02
tpcds_q23/duckdb:parquet	68919496	71589252	0.96
tpcds_q24/duckdb:parquet	47878009	48305076	0.99
tpcds_q25/duckdb:parquet	42388093	41679544	1.02
tpcds_q26/duckdb:parquet	44144406	45457428	0.97
tpcds_q27/duckdb:parquet	54427662	54482965	1.00
tpcds_q28/duckdb:parquet	31980495	31113582	1.03
tpcds_q29/duckdb:parquet	42655553	42341711	1.01
tpcds_q30/duckdb:parquet	43090219	43548211	0.99
tpcds_q31/duckdb:parquet	29630907	28591370	1.04
tpcds_q32/duckdb:parquet	15292986	15207159	1.01
tpcds_q33/duckdb:parquet	23121555	23397945	0.99
tpcds_q34/duckdb:parquet	21512587	21815019	0.99
tpcds_q35/duckdb:parquet	68065716	66989353	1.02
tpcds_q36/duckdb:parquet	21971005	22262195	0.99
tpcds_q37/duckdb:parquet	17895771	17215535	1.04
tpcds_q38/duckdb:parquet	40628007	40821886	1.00
tpcds_q39/duckdb:parquet	37109987	37493861	0.99
tpcds_q40/duckdb:parquet	22814166	22823824	1.00
tpcds_q41/duckdb:parquet	10151672	10648587	0.95
tpcds_q42/duckdb:parquet	12894206	13046573	0.99
tpcds_q43/duckdb:parquet 🚀	14495934	19022713	0.76
tpcds_q44/duckdb:parquet	24123154	24268040	0.99
tpcds_q45/duckdb:parquet	32938593	31869071	1.03
tpcds_q46/duckdb:parquet	51434617	50531498	1.02
tpcds_q47/duckdb:parquet	47663051	49746373	0.96
tpcds_q48/duckdb:parquet	29962082	29915312	1.00
tpcds_q49/duckdb:parquet	28882862	28271370	1.02
tpcds_q50/duckdb:parquet	24915160	24499301	1.02
tpcds_q51/duckdb:parquet	96128520	102823748	0.93
tpcds_q52/duckdb:parquet	12114736	13143944	0.92
tpcds_q53/duckdb:parquet	15998550	15787072	1.01
tpcds_q54/duckdb:parquet	30418481	29230196	1.04
tpcds_q55/duckdb:parquet 🚨	13057227	11707337	1.12
tpcds_q56/duckdb:parquet	24044388	25555012	0.94
tpcds_q57/duckdb:parquet	42884970	42340218	1.01
tpcds_q58/duckdb:parquet	26996952	26989614	1.00
tpcds_q59/duckdb:parquet	30096551	29394576	1.02
tpcds_q60/duckdb:parquet	26049616	26300122	0.99
tpcds_q61/duckdb:parquet	33848354	33649261	1.01
tpcds_q62/duckdb:parquet	14744777	14698430	1.00
tpcds_q63/duckdb:parquet 🚀	15168030	16962103	0.89
tpcds_q64/duckdb:parquet	80678395	80810563	1.00
tpcds_q65/duckdb:parquet	22280682	22096961	1.01
tpcds_q66/duckdb:parquet	34472404	34593946	1.00
tpcds_q67/duckdb:parquet	128506914	124781229	1.03
tpcds_q68/duckdb:parquet	38740334	40362656	0.96
tpcds_q69/duckdb:parquet	41930512	41667032	1.01
tpcds_q70/duckdb:parquet	28424868	26899928	1.06
tpcds_q71/duckdb:parquet	21718088	21893651	0.99
tpcds_q72/duckdb:parquet 🚨	179542382	147764004	1.22
tpcds_q73/duckdb:parquet 🚀	18955394	21552724	0.88
tpcds_q74/duckdb:parquet	145046544	144557638	1.00
tpcds_q75/duckdb:parquet	60357316	60280966	1.00
tpcds_q76/duckdb:parquet	19268940	19436754	0.99
tpcds_q77/duckdb:parquet	24307226	25454296	0.95
tpcds_q78/duckdb:parquet	77482184	78145367	0.99
tpcds_q79/duckdb:parquet 🚨	30672416	27330593	1.12
tpcds_q80/duckdb:parquet	46597223	49455358	0.94
tpcds_q81/duckdb:parquet	41835574	40191420	1.04
tpcds_q82/duckdb:parquet	18505741	19102770	0.97
tpcds_q83/duckdb:parquet	22649785	21879846	1.04
tpcds_q84/duckdb:parquet	23785882	23799704	1.00
tpcds_q85/duckdb:parquet	47785008	47075652	1.02
tpcds_q86/duckdb:parquet	15128157	15317765	0.99
tpcds_q87/duckdb:parquet	44466287	44218486	1.01
tpcds_q88/duckdb:parquet	43602277	42609937	1.02
tpcds_q89/duckdb:parquet 🚨	20319497	17985233	1.13
tpcds_q90/duckdb:parquet	9639366	10431590	0.92
tpcds_q91/duckdb:parquet	26691521	26857998	0.99
tpcds_q92/duckdb:parquet	15610414	15574018	1.00
tpcds_q93/duckdb:parquet	35288091	34794687	1.01
tpcds_q94/duckdb:parquet	21895904	21749839	1.01
tpcds_q95/duckdb:parquet	136701687	138198001	0.99
tpcds_q96/duckdb:parquet	11024809	10121017	1.09
tpcds_q97/duckdb:parquet	39828326	39154388	1.02
tpcds_q98/duckdb:parquet	21600859	21444319	1.01
tpcds_q99/duckdb:parquet	23288433	23385173	1.00

File Size Changes (25 files changed, -43.5% overall, 0↑ 25↓)

File	Scale	Format	Base	Change	%
call_center.vortex	1.0	vortex-compact	47.68 KB	47.68 KB	-100.0%
catalog_page.vortex	1.0	vortex-compact	362.70 KB	362.70 KB	-100.0%
catalog_returns.vortex	1.0	vortex-compact	6.04 MB	6.04 MB	-100.0%
catalog_sales.vortex	1.0	vortex-compact	59.49 MB	59.49 MB	-100.0%
customer.vortex	1.0	vortex-compact	3.29 MB	3.29 MB	-100.0%
customer_address.vortex	1.0	vortex-compact	639.07 KB	639.07 KB	-100.0%
customer_demographics.vortex	1.0	vortex-compact	424.41 KB	424.41 KB	-100.0%
date_dim.vortex	1.0	vortex-compact	140.51 KB	140.51 KB	-100.0%
duckdb.db	1.0	vortex-compact	268.00 KB	268.00 KB	-100.0%
household_demographics.vortex	1.0	vortex-compact	10.52 KB	10.52 KB	-100.0%
income_band.vortex	1.0	vortex-compact	5.80 KB	5.80 KB	-100.0%
inventory.vortex	1.0	vortex-compact	16.07 MB	16.07 MB	-100.0%
item.vortex	1.0	vortex-compact	1000.57 KB	1000.57 KB	-100.0%
promotion.vortex	1.0	vortex-compact	50.55 KB	50.55 KB	-100.0%
reason.vortex	1.0	vortex-compact	6.20 KB	6.20 KB	-100.0%
ship_mode.vortex	1.0	vortex-compact	10.96 KB	10.96 KB	-100.0%
store.vortex	1.0	vortex-compact	43.47 KB	43.47 KB	-100.0%
store_returns.vortex	1.0	vortex-compact	9.36 MB	9.36 MB	-100.0%
store_sales.vortex	1.0	vortex-compact	78.12 MB	78.12 MB	-100.0%
time_dim.vortex	1.0	vortex-compact	96.83 KB	96.83 KB	-100.0%
warehouse.vortex	1.0	vortex-compact	22.38 KB	22.38 KB	-100.0%
web_page.vortex	1.0	vortex-compact	25.24 KB	25.24 KB	-100.0%
web_returns.vortex	1.0	vortex-compact	3.00 MB	3.00 MB	-100.0%
web_sales.vortex	1.0	vortex-compact	29.45 MB	29.45 MB	-100.0%
web_site.vortex	1.0	vortex-compact	42.43 KB	42.43 KB	-100.0%

Totals:

vortex-compact: 207.95 MB → 0 B (-100.0%)
vortex-file-compressed: 269.98 MB → 269.98 MB (0.0%)

github-actions · 2026-08-07T11:56:38Z

Benchmarks: Clickbench Sorted on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.8%
Engines: DataFusion No clear signal (-4.0%, environment too noisy confidence) · DuckDB No clear signal (-1.6%, low confidence)
Vortex (geomean): 0.984x ➖
Parquet (geomean): 1.013x ➖
Shifts: Parquet (control) +1.3% · Median polish -0.4%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.

datafusion / vortex-file-compressed / ns (0.985x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench-sorted_q23/datafusion:vortex-file-compressed	446437936	487902822	0.92
clickbench-sorted_q24/datafusion:vortex-file-compressed	22168301	22897827	0.97
clickbench-sorted_q26/datafusion:vortex-file-compressed	23624467	22378832	1.06
clickbench-sorted_q36/datafusion:vortex-file-compressed	49145264	49457893	0.99
clickbench-sorted_q37/datafusion:vortex-file-compressed	38588605	39001218	0.99
clickbench-sorted_q38/datafusion:vortex-file-compressed	39985341	42188844	0.95
clickbench-sorted_q39/datafusion:vortex-file-compressed	90704060	88297347	1.03
clickbench-sorted_q40/datafusion:vortex-file-compressed	17426182	17830731	0.98
clickbench-sorted_q41/datafusion:vortex-file-compressed	16938936	17307721	0.98
clickbench-sorted_q42/datafusion:vortex-file-compressed	13392730	13378946	1.00

datafusion / parquet / ns (1.026x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench-sorted_q23/datafusion:parquet	2930711973	2900639955	1.01
clickbench-sorted_q24/datafusion:parquet	33841670	30869034	1.10
clickbench-sorted_q26/datafusion:parquet	33725977	33885592	1.00
clickbench-sorted_q36/datafusion:parquet	184855069	172242372	1.07
clickbench-sorted_q37/datafusion:parquet	102685372	109334157	0.94
clickbench-sorted_q38/datafusion:parquet	164624551	155031591	1.06
clickbench-sorted_q39/datafusion:parquet	308332486	288311491	1.07
clickbench-sorted_q40/datafusion:parquet	67306425	70417068	0.96
clickbench-sorted_q41/datafusion:parquet	60329964	60602479	1.00
clickbench-sorted_q42/datafusion:parquet	36074307	33545145	1.08

duckdb / vortex-file-compressed / ns (0.984x ➖, 1↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench-sorted_q23/duckdb:vortex-file-compressed	214838598	231391385	0.93
clickbench-sorted_q24/duckdb:vortex-file-compressed	37795145	37786244	1.00
clickbench-sorted_q26/duckdb:vortex-file-compressed	65234268	64737262	1.01
clickbench-sorted_q36/duckdb:vortex-file-compressed	71219434	71875995	0.99
clickbench-sorted_q37/duckdb:vortex-file-compressed	54213680	53738499	1.01
clickbench-sorted_q38/duckdb:vortex-file-compressed	66462686	67310951	0.99
clickbench-sorted_q39/duckdb:vortex-file-compressed	115599689	115058535	1.00
clickbench-sorted_q40/duckdb:vortex-file-compressed	40852545	38822288	1.05
clickbench-sorted_q41/duckdb:vortex-file-compressed 🚀	36029037	41636339	0.87
clickbench-sorted_q42/duckdb:vortex-file-compressed	31041801	30910327	1.00

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

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench-sorted_q23/duckdb:parquet	245168897	225232208	1.09
clickbench-sorted_q24/duckdb:parquet	33192175	30756745	1.08
clickbench-sorted_q26/duckdb:parquet	22717757	23674832	0.96
clickbench-sorted_q36/duckdb:parquet	69916428	71164636	0.98
clickbench-sorted_q37/duckdb:parquet	57908635	57361555	1.01
clickbench-sorted_q38/duckdb:parquet	61116512	63323302	0.97
clickbench-sorted_q39/duckdb:parquet	107315808	109584071	0.98
clickbench-sorted_q40/duckdb:parquet	29606989	29379803	1.01
clickbench-sorted_q41/duckdb:parquet	28603234	28779742	0.99
clickbench-sorted_q42/duckdb:parquet	19815660	21085877	0.94

File Size Changes (201 files changed, -42.8% overall, 42↑ 159↓)

File	Scale	Format	Base	HEAD	Change	%
hits_027.vortex	1.0	vortex-file-compressed	190.07 MB	193.87 MB	+3.80 MB	+2.0%
hits_001.vortex	1.0	vortex-file-compressed	191.23 MB	193.41 MB	+2.19 MB	+1.1%
hits_053.vortex	1.0	vortex-file-compressed	189.97 MB	191.91 MB	+1.94 MB	+1.0%
hits_008.vortex	1.0	vortex-file-compressed	140.04 MB	141.01 MB	+994.04 KB	+0.7%
hits_055.vortex	1.0	vortex-file-compressed	198.79 MB	199.80 MB	+1.01 MB	+0.5%
hits_007.vortex	1.0	vortex-file-compressed	199.20 MB	200.17 MB	+991.77 KB	+0.5%
hits_014.vortex	1.0	vortex-file-compressed	172.14 MB	172.66 MB	+532.30 KB	+0.3%
hits_078.vortex	1.0	vortex-file-compressed	130.98 MB	131.36 MB	+391.24 KB	+0.3%
hits_088.vortex	1.0	vortex-file-compressed	172.03 MB	172.53 MB	+503.45 KB	+0.3%
hits_098.vortex	1.0	vortex-file-compressed	137.41 MB	137.76 MB	+358.74 KB	+0.3%
hits_072.vortex	1.0	vortex-file-compressed	102.41 MB	102.64 MB	+235.66 KB	+0.2%
hits_051.vortex	1.0	vortex-file-compressed	172.28 MB	172.62 MB	+341.82 KB	+0.2%
hits_092.vortex	1.0	vortex-file-compressed	199.47 MB	199.74 MB	+266.76 KB	+0.1%
hits_089.vortex	1.0	vortex-file-compressed	131.39 MB	131.55 MB	+163.34 KB	+0.1%
hits_087.vortex	1.0	vortex-file-compressed	160.95 MB	161.13 MB	+192.63 KB	+0.1%
hits_049.vortex	1.0	vortex-file-compressed	191.46 MB	191.68 MB	+224.35 KB	+0.1%
hits_010.vortex	1.0	vortex-file-compressed	169.02 MB	169.17 MB	+151.41 KB	+0.1%
hits_036.vortex	1.0	vortex-file-compressed	171.30 MB	171.44 MB	+148.38 KB	+0.1%
hits_028.vortex	1.0	vortex-file-compressed	151.72 MB	151.84 MB	+122.77 KB	+0.1%
hits_018.vortex	1.0	vortex-file-compressed	199.62 MB	199.77 MB	+149.20 KB	+0.1%
hits_017.vortex	1.0	vortex-file-compressed	146.79 MB	146.89 MB	+107.55 KB	+0.1%
hits_037.vortex	1.0	vortex-file-compressed	177.16 MB	177.26 MB	+105.34 KB	+0.1%
hits_065.vortex	1.0	vortex-file-compressed	161.27 MB	161.36 MB	+94.27 KB	+0.1%
hits_071.vortex	1.0	vortex-file-compressed	140.04 MB	140.12 MB	+75.61 KB	+0.1%
hits_069.vortex	1.0	vortex-file-compressed	142.28 MB	142.33 MB	+58.84 KB	+0.0%
hits_085.vortex	1.0	vortex-file-compressed	199.72 MB	199.78 MB	+67.70 KB	+0.0%
hits_003.vortex	1.0	vortex-file-compressed	136.52 MB	136.56 MB	+44.31 KB	+0.0%
hits_030.vortex	1.0	vortex-file-compressed	131.92 MB	131.96 MB	+36.77 KB	+0.0%
hits_026.vortex	1.0	vortex-file-compressed	131.28 MB	131.31 MB	+33.12 KB	+0.0%
hits_046.vortex	1.0	vortex-file-compressed	101.14 MB	101.16 MB	+21.38 KB	+0.0%
hits_009.vortex	1.0	vortex-file-compressed	101.42 MB	101.44 MB	+20.68 KB	+0.0%
hits_075.vortex	1.0	vortex-file-compressed	189.47 MB	189.50 MB	+36.17 KB	+0.0%
hits_093.vortex	1.0	vortex-file-compressed	131.74 MB	131.76 MB	+24.41 KB	+0.0%
hits_054.vortex	1.0	vortex-file-compressed	146.99 MB	147.02 MB	+22.60 KB	+0.0%
hits_091.vortex	1.0	vortex-file-compressed	147.03 MB	147.05 MB	+21.80 KB	+0.0%
hits_002.vortex	1.0	vortex-file-compressed	161.11 MB	161.13 MB	+23.46 KB	+0.0%
hits_029.vortex	1.0	vortex-file-compressed	199.78 MB	199.80 MB	+24.98 KB	+0.0%
hits_011.vortex	1.0	vortex-file-compressed	199.37 MB	199.40 MB	+22.16 KB	+0.0%
hits_013.vortex	1.0	vortex-file-compressed	161.25 MB	161.26 MB	+16.34 KB	+0.0%
hits_094.vortex	1.0	vortex-file-compressed	159.05 MB	159.06 MB	+14.34 KB	+0.0%
hits_060.vortex	1.0	vortex-file-compressed	193.29 MB	193.30 MB	+12.44 KB	+0.0%
hits_006.vortex	1.0	vortex-file-compressed	126.38 MB	126.38 MB	+7.02 KB	+0.0%
hits_057.vortex	1.0	vortex-file-compressed	160.47 MB	160.47 MB	248 B	-0.0%
hits_081.vortex	1.0	vortex-file-compressed	200.22 MB	200.21 MB	3.35 KB	-0.0%
hits_058.vortex	1.0	vortex-file-compressed	155.22 MB	155.22 MB	3.24 KB	-0.0%
hits_070.vortex	1.0	vortex-file-compressed	199.98 MB	199.98 MB	4.19 KB	-0.0%
hits_080.vortex	1.0	vortex-file-compressed	126.90 MB	126.90 MB	7.05 KB	-0.0%
hits_025.vortex	1.0	vortex-file-compressed	172.04 MB	172.03 MB	13.39 KB	-0.0%
hits_079.vortex	1.0	vortex-file-compressed	181.24 MB	181.22 MB	17.37 KB	-0.0%
hits_005.vortex	1.0	vortex-file-compressed	167.53 MB	167.51 MB	19.16 KB	-0.0%
hits_076.vortex	1.0	vortex-file-compressed	161.00 MB	160.98 MB	19.30 KB	-0.0%
hits_043.vortex	1.0	vortex-file-compressed	126.57 MB	126.53 MB	35.98 KB	-0.0%
hits_041.vortex	1.0	vortex-file-compressed	131.38 MB	131.34 MB	44.78 KB	-0.0%
hits_066.vortex	1.0	vortex-file-compressed	163.26 MB	163.20 MB	62.30 KB	-0.0%
hits_015.vortex	1.0	vortex-file-compressed	131.30 MB	131.25 MB	52.54 KB	-0.0%
hits_047.vortex	1.0	vortex-file-compressed	154.67 MB	154.61 MB	63.59 KB	-0.0%
hits_048.vortex	1.0	vortex-file-compressed	199.51 MB	199.43 MB	85.35 KB	-0.0%
hits_034.vortex	1.0	vortex-file-compressed	182.11 MB	182.03 MB	79.66 KB	-0.0%
hits_020.vortex	1.0	vortex-file-compressed	160.17 MB	160.10 MB	72.23 KB	-0.0%
hits_073.vortex	1.0	vortex-file-compressed	172.67 MB	172.59 MB	79.56 KB	-0.0%
hits_035.vortex	1.0	vortex-file-compressed	102.97 MB	102.91 MB	52.00 KB	-0.0%
hits_021.vortex	1.0	vortex-file-compressed	154.43 MB	154.35 MB	86.44 KB	-0.1%
hits_004.vortex	1.0	vortex-file-compressed	131.61 MB	131.54 MB	76.13 KB	-0.1%
hits_019.vortex	1.0	vortex-file-compressed	140.99 MB	140.91 MB	82.52 KB	-0.1%
hits_042.vortex	1.0	vortex-file-compressed	201.65 MB	201.53 MB	118.43 KB	-0.1%
hits_095.vortex	1.0	vortex-file-compressed	154.47 MB	154.38 MB	93.93 KB	-0.1%
hits_096.vortex	1.0	vortex-file-compressed	199.53 MB	199.41 MB	131.44 KB	-0.1%
hits_083.vortex	1.0	vortex-file-compressed	157.24 MB	157.13 MB	112.30 KB	-0.1%
hits_077.vortex	1.0	vortex-file-compressed	172.56 MB	172.43 MB	134.62 KB	-0.1%
hits_039.vortex	1.0	vortex-file-compressed	161.33 MB	161.20 MB	133.25 KB	-0.1%
hits_064.vortex	1.0	vortex-file-compressed	191.12 MB	190.96 MB	163.57 KB	-0.1%
hits_056.vortex	1.0	vortex-file-compressed	135.72 MB	135.60 MB	117.41 KB	-0.1%
hits_000.vortex	1.0	vortex-file-compressed	131.65 MB	131.50 MB	151.16 KB	-0.1%
hits_068.vortex	1.0	vortex-file-compressed	160.71 MB	160.53 MB	190.27 KB	-0.1%
hits_063.vortex	1.0	vortex-file-compressed	131.91 MB	131.75 MB	159.03 KB	-0.1%
hits_067.vortex	1.0	vortex-file-compressed	131.87 MB	131.70 MB	175.88 KB	-0.1%
hits_031.vortex	1.0	vortex-file-compressed	160.16 MB	159.94 MB	230.67 KB	-0.1%
hits_032.vortex	1.0	vortex-file-compressed	155.01 MB	154.75 MB	273.25 KB	-0.2%
hits_016.vortex	1.0	vortex-file-compressed	180.52 MB	180.19 MB	340.88 KB	-0.2%
hits_062.vortex	1.0	vortex-file-compressed	171.08 MB	170.73 MB	364.64 KB	-0.2%
hits_061.vortex	1.0	vortex-file-compressed	161.43 MB	161.05 MB	391.03 KB	-0.2%
hits_052.vortex	1.0	vortex-file-compressed	131.06 MB	130.75 MB	319.55 KB	-0.2%
hits_097.vortex	1.0	vortex-file-compressed	195.17 MB	194.70 MB	478.67 KB	-0.2%
hits_099.vortex	1.0	vortex-file-compressed	171.82 MB	171.33 MB	496.23 KB	-0.3%
hits_084.vortex	1.0	vortex-file-compressed	154.99 MB	154.51 MB	491.79 KB	-0.3%
hits_040.vortex	1.0	vortex-file-compressed	143.59 MB	143.13 MB	471.96 KB	-0.3%
hits_044.vortex	1.0	vortex-file-compressed	200.79 MB	199.94 MB	870.88 KB	-0.4%
hits_024.vortex	1.0	vortex-file-compressed	161.11 MB	160.42 MB	705.83 KB	-0.4%
hits_082.vortex	1.0	vortex-file-compressed	140.56 MB	139.92 MB	654.07 KB	-0.5%
hits_045.vortex	1.0	vortex-file-compressed	140.74 MB	140.08 MB	679.20 KB	-0.5%
hits_059.vortex	1.0	vortex-file-compressed	199.03 MB	198.07 MB	982.20 KB	-0.5%
hits_074.vortex	1.0	vortex-file-compressed	199.13 MB	198.09 MB	1.04 MB	-0.5%
hits_022.vortex	1.0	vortex-file-compressed	199.14 MB	197.93 MB	1.21 MB	-0.6%
hits_023.vortex	1.0	vortex-file-compressed	196.72 MB	195.47 MB	1.25 MB	-0.6%
hits_033.vortex	1.0	vortex-file-compressed	200.85 MB	198.62 MB	2.23 MB	-1.1%
hits_050.vortex	1.0	vortex-file-compressed	161.45 MB	159.53 MB	1.91 MB	-1.2%
hits_086.vortex	1.0	vortex-file-compressed	194.54 MB	192.19 MB	2.35 MB	-1.2%
hits_090.vortex	1.0	vortex-file-compressed	195.06 MB	192.62 MB	2.43 MB	-1.2%
hits_038.vortex	1.0	vortex-file-compressed	192.45 MB	189.95 MB	2.50 MB	-1.3%
hits_012.vortex	1.0	vortex-file-compressed	194.86 MB	191.09 MB	3.78 MB	-1.9%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%
hits_000.vortex	1.0	vortex-compact	99.92 MB	0 B	99.92 MB	-100.0%
hits_001.vortex	1.0	vortex-compact	138.98 MB	0 B	138.98 MB	-100.0%
hits_002.vortex	1.0	vortex-compact	124.20 MB	0 B	124.20 MB	-100.0%
hits_003.vortex	1.0	vortex-compact	104.53 MB	0 B	104.53 MB	-100.0%
hits_004.vortex	1.0	vortex-compact	98.55 MB	0 B	98.55 MB	-100.0%
hits_005.vortex	1.0	vortex-compact	115.86 MB	0 B	115.86 MB	-100.0%
hits_006.vortex	1.0	vortex-compact	96.00 MB	0 B	96.00 MB	-100.0%
hits_007.vortex	1.0	vortex-compact	153.52 MB	0 B	153.52 MB	-100.0%
hits_008.vortex	1.0	vortex-compact	106.14 MB	0 B	106.14 MB	-100.0%
hits_009.vortex	1.0	vortex-compact	75.24 MB	0 B	75.24 MB	-100.0%
hits_010.vortex	1.0	vortex-compact	123.35 MB	0 B	123.35 MB	-100.0%
hits_011.vortex	1.0	vortex-compact	152.63 MB	0 B	152.63 MB	-100.0%
hits_012.vortex	1.0	vortex-compact	140.09 MB	0 B	140.09 MB	-100.0%
hits_013.vortex	1.0	vortex-compact	125.34 MB	0 B	125.34 MB	-100.0%
hits_014.vortex	1.0	vortex-compact	133.88 MB	0 B	133.88 MB	-100.0%
hits_015.vortex	1.0	vortex-compact	98.22 MB	0 B	98.22 MB	-100.0%
hits_016.vortex	1.0	vortex-compact	127.64 MB	0 B	127.64 MB	-100.0%
hits_017.vortex	1.0	vortex-compact	111.92 MB	0 B	111.92 MB	-100.0%
hits_018.vortex	1.0	vortex-compact	152.92 MB	0 B	152.92 MB	-100.0%
hits_019.vortex	1.0	vortex-compact	106.58 MB	0 B	106.58 MB	-100.0%
hits_020.vortex	1.0	vortex-compact	111.72 MB	0 B	111.72 MB	-100.0%
hits_021.vortex	1.0	vortex-compact	110.63 MB	0 B	110.63 MB	-100.0%
hits_022.vortex	1.0	vortex-compact	153.10 MB	0 B	153.10 MB	-100.0%
hits_023.vortex	1.0	vortex-compact	142.64 MB	0 B	142.64 MB	-100.0%
hits_024.vortex	1.0	vortex-compact	125.06 MB	0 B	125.06 MB	-100.0%
hits_025.vortex	1.0	vortex-compact	133.68 MB	0 B	133.68 MB	-100.0%
hits_026.vortex	1.0	vortex-compact	97.94 MB	0 B	97.94 MB	-100.0%
hits_027.vortex	1.0	vortex-compact	138.12 MB	0 B	138.12 MB	-100.0%
hits_028.vortex	1.0	vortex-compact	115.69 MB	0 B	115.69 MB	-100.0%
hits_029.vortex	1.0	vortex-compact	153.49 MB	0 B	153.49 MB	-100.0%
hits_030.vortex	1.0	vortex-compact	98.25 MB	0 B	98.25 MB	-100.0%
hits_031.vortex	1.0	vortex-compact	111.16 MB	0 B	111.16 MB	-100.0%
hits_032.vortex	1.0	vortex-compact	110.63 MB	0 B	110.63 MB	-100.0%
hits_033.vortex	1.0	vortex-compact	153.52 MB	0 B	153.52 MB	-100.0%
hits_034.vortex	1.0	vortex-compact	133.94 MB	0 B	133.94 MB	-100.0%
hits_035.vortex	1.0	vortex-compact	75.95 MB	0 B	75.95 MB	-100.0%
hits_036.vortex	1.0	vortex-compact	133.39 MB	0 B	133.39 MB	-100.0%
hits_037.vortex	1.0	vortex-compact	132.51 MB	0 B	132.51 MB	-100.0%
hits_038.vortex	1.0	vortex-compact	139.55 MB	0 B	139.55 MB	-100.0%
hits_039.vortex	1.0	vortex-compact	125.95 MB	0 B	125.95 MB	-100.0%
hits_040.vortex	1.0	vortex-compact	109.96 MB	0 B	109.96 MB	-100.0%
hits_041.vortex	1.0	vortex-compact	98.80 MB	0 B	98.80 MB	-100.0%
hits_042.vortex	1.0	vortex-compact	136.25 MB	0 B	136.25 MB	-100.0%
hits_043.vortex	1.0	vortex-compact	94.29 MB	0 B	94.29 MB	-100.0%
hits_044.vortex	1.0	vortex-compact	153.72 MB	0 B	153.72 MB	-100.0%
hits_045.vortex	1.0	vortex-compact	106.12 MB	0 B	106.12 MB	-100.0%
hits_046.vortex	1.0	vortex-compact	74.99 MB	0 B	74.99 MB	-100.0%
hits_047.vortex	1.0	vortex-compact	110.87 MB	0 B	110.87 MB	-100.0%
hits_048.vortex	1.0	vortex-compact	153.28 MB	0 B	153.28 MB	-100.0%
hits_049.vortex	1.0	vortex-compact	140.66 MB	0 B	140.66 MB	-100.0%
hits_050.vortex	1.0	vortex-compact	125.60 MB	0 B	125.60 MB	-100.0%
hits_051.vortex	1.0	vortex-compact	133.79 MB	0 B	133.79 MB	-100.0%
hits_052.vortex	1.0	vortex-compact	98.05 MB	0 B	98.05 MB	-100.0%
hits_053.vortex	1.0	vortex-compact	138.41 MB	0 B	138.41 MB	-100.0%
hits_054.vortex	1.0	vortex-compact	112.31 MB	0 B	112.31 MB	-100.0%
hits_055.vortex	1.0	vortex-compact	153.36 MB	0 B	153.36 MB	-100.0%
hits_056.vortex	1.0	vortex-compact	101.38 MB	0 B	101.38 MB	-100.0%
hits_057.vortex	1.0	vortex-compact	111.83 MB	0 B	111.83 MB	-100.0%
hits_058.vortex	1.0	vortex-compact	111.07 MB	0 B	111.07 MB	-100.0%
hits_059.vortex	1.0	vortex-compact	152.98 MB	0 B	152.98 MB	-100.0%
hits_060.vortex	1.0	vortex-compact	140.09 MB	0 B	140.09 MB	-100.0%
hits_061.vortex	1.0	vortex-compact	123.93 MB	0 B	123.93 MB	-100.0%
hits_062.vortex	1.0	vortex-compact	132.72 MB	0 B	132.72 MB	-100.0%
hits_063.vortex	1.0	vortex-compact	98.48 MB	0 B	98.48 MB	-100.0%
hits_064.vortex	1.0	vortex-compact	140.15 MB	0 B	140.15 MB	-100.0%
hits_065.vortex	1.0	vortex-compact	125.78 MB	0 B	125.78 MB	-100.0%
hits_066.vortex	1.0	vortex-compact	117.75 MB	0 B	117.75 MB	-100.0%
hits_067.vortex	1.0	vortex-compact	99.43 MB	0 B	99.43 MB	-100.0%
hits_068.vortex	1.0	vortex-compact	112.47 MB	0 B	112.47 MB	-100.0%
hits_069.vortex	1.0	vortex-compact	100.00 MB	0 B	100.00 MB	-100.0%
hits_070.vortex	1.0	vortex-compact	153.51 MB	0 B	153.51 MB	-100.0%
hits_071.vortex	1.0	vortex-compact	106.16 MB	0 B	106.16 MB	-100.0%
hits_072.vortex	1.0	vortex-compact	75.64 MB	0 B	75.64 MB	-100.0%
hits_073.vortex	1.0	vortex-compact	134.18 MB	0 B	134.18 MB	-100.0%
hits_074.vortex	1.0	vortex-compact	153.07 MB	0 B	153.07 MB	-100.0%
hits_075.vortex	1.0	vortex-compact	139.14 MB	0 B	139.14 MB	-100.0%
hits_076.vortex	1.0	vortex-compact	124.31 MB	0 B	124.31 MB	-100.0%
hits_077.vortex	1.0	vortex-compact	134.65 MB	0 B	134.65 MB	-100.0%
hits_078.vortex	1.0	vortex-compact	98.00 MB	0 B	98.00 MB	-100.0%
hits_079.vortex	1.0	vortex-compact	128.20 MB	0 B	128.20 MB	-100.0%
hits_080.vortex	1.0	vortex-compact	94.48 MB	0 B	94.48 MB	-100.0%
hits_081.vortex	1.0	vortex-compact	153.74 MB	0 B	153.74 MB	-100.0%
hits_082.vortex	1.0	vortex-compact	106.22 MB	0 B	106.22 MB	-100.0%
hits_083.vortex	1.0	vortex-compact	110.09 MB	0 B	110.09 MB	-100.0%
hits_084.vortex	1.0	vortex-compact	110.70 MB	0 B	110.70 MB	-100.0%
hits_085.vortex	1.0	vortex-compact	153.11 MB	0 B	153.11 MB	-100.0%
hits_086.vortex	1.0	vortex-compact	141.38 MB	0 B	141.38 MB	-100.0%
hits_087.vortex	1.0	vortex-compact	125.77 MB	0 B	125.77 MB	-100.0%
hits_088.vortex	1.0	vortex-compact	134.09 MB	0 B	134.09 MB	-100.0%
hits_089.vortex	1.0	vortex-compact	98.25 MB	0 B	98.25 MB	-100.0%
hits_090.vortex	1.0	vortex-compact	141.24 MB	0 B	141.24 MB	-100.0%
hits_091.vortex	1.0	vortex-compact	111.71 MB	0 B	111.71 MB	-100.0%
hits_092.vortex	1.0	vortex-compact	153.24 MB	0 B	153.24 MB	-100.0%
hits_093.vortex	1.0	vortex-compact	98.17 MB	0 B	98.17 MB	-100.0%
hits_094.vortex	1.0	vortex-compact	110.70 MB	0 B	110.70 MB	-100.0%
hits_095.vortex	1.0	vortex-compact	110.66 MB	0 B	110.66 MB	-100.0%
hits_096.vortex	1.0	vortex-compact	153.05 MB	0 B	153.05 MB	-100.0%
hits_097.vortex	1.0	vortex-compact	140.26 MB	0 B	140.26 MB	-100.0%
hits_098.vortex	1.0	vortex-compact	102.43 MB	0 B	102.43 MB	-100.0%
hits_099.vortex	1.0	vortex-compact	133.03 MB	0 B	133.03 MB	-100.0%

Totals:

vortex-compact: 11.93 GB → 0 B (-100.0%)
vortex-file-compressed: 15.98 GB → 15.97 GB (-0.1%)

github-actions · 2026-08-07T11:58:04Z

Benchmarks: TPC-H SF=10 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Engines: DataFusion No clear signal (-0.5%, low confidence) · DuckDB No clear signal (-0.1%, low confidence)
Vortex (geomean): 0.998x ➖
Parquet (geomean): 1.001x ➖
Shifts: Parquet (control) +0.1% · Median polish +0.2%

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.

datafusion / vortex-file-compressed / ns (0.998x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	352505578	332973177	1.06
tpch_q02/datafusion:vortex-file-compressed	103752189	99795469	1.04
tpch_q03/datafusion:vortex-file-compressed	159211567	163650169	0.97
tpch_q04/datafusion:vortex-file-compressed	71316258	71418410	1.00
tpch_q05/datafusion:vortex-file-compressed	264878059	279415164	0.95
tpch_q06/datafusion:vortex-file-compressed	27460277	27771930	0.99
tpch_q07/datafusion:vortex-file-compressed	370466575	366322181	1.01
tpch_q08/datafusion:vortex-file-compressed	282562780	293947695	0.96
tpch_q09/datafusion:vortex-file-compressed	477150491	498716555	0.96
tpch_q10/datafusion:vortex-file-compressed	182980088	184053198	0.99
tpch_q11/datafusion:vortex-file-compressed	74404022	77776950	0.96
tpch_q12/datafusion:vortex-file-compressed	86172991	85912504	1.00
tpch_q13/datafusion:vortex-file-compressed	119791030	120227034	1.00
tpch_q14/datafusion:vortex-file-compressed	42071815	42174727	1.00
tpch_q15/datafusion:vortex-file-compressed	74319453	76370096	0.97
tpch_q16/datafusion:vortex-file-compressed	72713277	69833334	1.04
tpch_q17/datafusion:vortex-file-compressed	441373706	421119897	1.05
tpch_q18/datafusion:vortex-file-compressed	646980376	633254161	1.02
tpch_q19/datafusion:vortex-file-compressed	67582833	65534831	1.03
tpch_q20/datafusion:vortex-file-compressed	135974836	139520119	0.97
tpch_q21/datafusion:vortex-file-compressed	472885117	473164145	1.00
tpch_q22/datafusion:vortex-file-compressed	41402003	41676746	0.99

datafusion / parquet / ns (1.003x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	322433120	323346418	1.00
tpch_q02/datafusion:parquet	224412004	224235789	1.00
tpch_q03/datafusion:parquet	228993682	228364184	1.00
tpch_q04/datafusion:parquet	98523063	98543270	1.00
tpch_q05/datafusion:parquet	362579965	367341834	0.99
tpch_q06/datafusion:parquet	73906488	72275837	1.02
tpch_q07/datafusion:parquet	514170856	511664199	1.00
tpch_q08/datafusion:parquet	409506548	410470284	1.00
tpch_q09/datafusion:parquet	670709221	671161026	1.00
tpch_q10/datafusion:parquet	550904653	546549757	1.01
tpch_q11/datafusion:parquet	154668421	151547103	1.02
tpch_q12/datafusion:parquet	152647350	151243367	1.01
tpch_q13/datafusion:parquet	341038398	354783041	0.96
tpch_q14/datafusion:parquet	119678607	121864025	0.98
tpch_q15/datafusion:parquet	190566799	186724733	1.02
tpch_q16/datafusion:parquet	136230195	137950441	0.99
tpch_q17/datafusion:parquet	515526955	498513511	1.03
tpch_q18/datafusion:parquet	692424619	715184545	0.97
tpch_q19/datafusion:parquet	207351956	200428726	1.03
tpch_q20/datafusion:parquet	299713390	296405592	1.01
tpch_q21/datafusion:parquet	538403341	539218054	1.00
tpch_q22/datafusion:parquet	263259388	260084287	1.01

duckdb / vortex-file-compressed / ns (0.998x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	86848434	88692230	0.98
tpch_q02/duckdb:vortex-file-compressed	76313270	75071558	1.02
tpch_q03/duckdb:vortex-file-compressed	136367701	135804680	1.00
tpch_q04/duckdb:vortex-file-compressed	164559467	164297104	1.00
tpch_q05/duckdb:vortex-file-compressed	151181939	150756735	1.00
tpch_q06/duckdb:vortex-file-compressed	38394591	39495195	0.97
tpch_q07/duckdb:vortex-file-compressed	140723896	140324192	1.00
tpch_q08/duckdb:vortex-file-compressed	178810172	184156370	0.97
tpch_q09/duckdb:vortex-file-compressed	301243756	309248520	0.97
tpch_q10/duckdb:vortex-file-compressed	215038679	222407747	0.97
tpch_q11/duckdb:vortex-file-compressed	40682133	40584123	1.00
tpch_q12/duckdb:vortex-file-compressed	118820639	116747170	1.02
tpch_q13/duckdb:vortex-file-compressed	167856506	167717984	1.00
tpch_q14/duckdb:vortex-file-compressed	59349115	59115403	1.00
tpch_q15/duckdb:vortex-file-compressed	93248483	90239714	1.03
tpch_q16/duckdb:vortex-file-compressed	85770959	85043087	1.01
tpch_q17/duckdb:vortex-file-compressed	105845043	104437138	1.01
tpch_q18/duckdb:vortex-file-compressed	256229385	264678853	0.97
tpch_q19/duckdb:vortex-file-compressed	80987646	83167056	0.97
tpch_q20/duckdb:vortex-file-compressed	149586366	147602921	1.01
tpch_q21/duckdb:vortex-file-compressed	482290168	490684844	0.98
tpch_q22/duckdb:vortex-file-compressed	80625264	77369541	1.04

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

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	143058883	142229230	1.01
tpch_q02/duckdb:parquet	101338891	101269618	1.00
tpch_q03/duckdb:parquet	168490111	162685029	1.04
tpch_q04/duckdb:parquet	119325884	122616158	0.97
tpch_q05/duckdb:parquet	183939840	186184075	0.99
tpch_q06/duckdb:parquet	55843718	59028656	0.95
tpch_q07/duckdb:parquet	150282200	148773804	1.01
tpch_q08/duckdb:parquet	215498773	219846484	0.98
tpch_q09/duckdb:parquet	348274662	348152535	1.00
tpch_q10/duckdb:parquet	653586925	657237686	0.99
tpch_q11/duckdb:parquet	41161280	41024672	1.00
tpch_q12/duckdb:parquet	118973152	120792341	0.98
tpch_q13/duckdb:parquet	396712483	395767087	1.00
tpch_q14/duckdb:parquet	151653795	151743747	1.00
tpch_q15/duckdb:parquet	78417631	76261587	1.03
tpch_q16/duckdb:parquet	158656702	154432832	1.03
tpch_q17/duckdb:parquet	121244008	116086684	1.04
tpch_q18/duckdb:parquet	297292941	304057898	0.98
tpch_q19/duckdb:parquet	240572536	238803704	1.01
tpch_q20/duckdb:parquet	196415246	196718386	1.00
tpch_q21/duckdb:parquet	430341918	439438548	0.98
tpch_q22/duckdb:parquet	333771061	335807292	0.99

File Size Changes (9 files changed, -44.0% overall, 0↑ 9↓)

File	Scale	Format	Base	Change	%
customer.vortex	10.0	vortex-compact	74.00 MB	74.00 MB	-100.0%
duckdb.db	10.0	vortex-compact	268.00 KB	268.00 KB	-100.0%
lineitem.vortex	10.0	vortex-compact	1.28 GB	1.28 GB	-100.0%
nation.vortex	10.0	vortex-compact	8.04 KB	8.04 KB	-100.0%
orders.vortex	10.0	vortex-compact	344.31 MB	344.31 MB	-100.0%
part.vortex	10.0	vortex-compact	35.89 MB	35.89 MB	-100.0%
partsupp.vortex	10.0	vortex-compact	203.66 MB	203.66 MB	-100.0%
region.vortex	10.0	vortex-compact	6.09 KB	6.09 KB	-100.0%
supplier.vortex	10.0	vortex-compact	4.73 MB	4.73 MB	-100.0%

Totals:

vortex-compact: 1.92 GB → 0 B (-100.0%)
vortex-file-compressed: 2.45 GB → 2.45 GB (0.0%)

github-actions · 2026-08-07T11:58:07Z

Benchmarks: Clickbench on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Engines: DataFusion No clear signal (-1.9%, low confidence) · DuckDB No clear signal (+1.3%, low confidence)
Vortex (geomean): 0.994x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish -0.2%

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.

datafusion / vortex-file-compressed / ns (0.980x ➖, 2↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	2021285	1982052	1.02
clickbench_q01/datafusion:vortex-file-compressed	11871924	11022589	1.08
clickbench_q02/datafusion:vortex-file-compressed	22766997	22564417	1.01
clickbench_q03/datafusion:vortex-file-compressed	25869929	26690237	0.97
clickbench_q04/datafusion:vortex-file-compressed	156584429	157447968	0.99
clickbench_q05/datafusion:vortex-file-compressed	216803142	214812096	1.01
clickbench_q06/datafusion:vortex-file-compressed	1989619	1979542	1.01
clickbench_q07/datafusion:vortex-file-compressed	14611346	14503668	1.01
clickbench_q08/datafusion:vortex-file-compressed	219941627	221125709	0.99
clickbench_q09/datafusion:vortex-file-compressed	342986004	354968248	0.97
clickbench_q10/datafusion:vortex-file-compressed	51592711	52428256	0.98
clickbench_q11/datafusion:vortex-file-compressed	60987504	58521621	1.04
clickbench_q12/datafusion:vortex-file-compressed	195876902	194303762	1.01
clickbench_q13/datafusion:vortex-file-compressed	341855819	338535343	1.01
clickbench_q14/datafusion:vortex-file-compressed	202558459	201045719	1.01
clickbench_q15/datafusion:vortex-file-compressed	192039920	194158349	0.99
clickbench_q16/datafusion:vortex-file-compressed	483094350	463742836	1.04
clickbench_q17/datafusion:vortex-file-compressed	476149554	470935468	1.01
clickbench_q18/datafusion:vortex-file-compressed	935036513	944049185	0.99
clickbench_q19/datafusion:vortex-file-compressed 🚀	17336910	27377901	0.63
clickbench_q20/datafusion:vortex-file-compressed	202618048	205500751	0.99
clickbench_q21/datafusion:vortex-file-compressed	270236825	269424964	1.00
clickbench_q22/datafusion:vortex-file-compressed	332472403	345880396	0.96
clickbench_q23/datafusion:vortex-file-compressed	418811882	417142975	1.00
clickbench_q24/datafusion:vortex-file-compressed	37048252	39262288	0.94
clickbench_q25/datafusion:vortex-file-compressed	47057439	50375131	0.93
clickbench_q26/datafusion:vortex-file-compressed	40500041	40150270	1.01
clickbench_q27/datafusion:vortex-file-compressed	282357532	288400855	0.98
clickbench_q28/datafusion:vortex-file-compressed	1423141817	1460537598	0.97
clickbench_q29/datafusion:vortex-file-compressed 🚀	41682536	56907544	0.73
clickbench_q30/datafusion:vortex-file-compressed	165694870	164261852	1.01
clickbench_q31/datafusion:vortex-file-compressed	198559510	196697233	1.01
clickbench_q32/datafusion:vortex-file-compressed	827110984	817312005	1.01
clickbench_q33/datafusion:vortex-file-compressed	1000866909	1087522831	0.92
clickbench_q34/datafusion:vortex-file-compressed	990210291	1038278082	0.95
clickbench_q35/datafusion:vortex-file-compressed	164197835	164608233	1.00
clickbench_q36/datafusion:vortex-file-compressed	60538824	63548511	0.95
clickbench_q37/datafusion:vortex-file-compressed	29894070	29714634	1.01
clickbench_q38/datafusion:vortex-file-compressed	16105388	15394999	1.05
clickbench_q39/datafusion:vortex-file-compressed	128211490	134472182	0.95
clickbench_q40/datafusion:vortex-file-compressed 🚨	14025823	12599481	1.11
clickbench_q41/datafusion:vortex-file-compressed	11947299	12291281	0.97
clickbench_q42/datafusion:vortex-file-compressed	14534007	13748729	1.06

datafusion / parquet / ns (0.999x ➖, 1↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1954360	1954592	1.00
clickbench_q01/datafusion:parquet	16987455	16788071	1.01
clickbench_q02/datafusion:parquet	32174019	30610745	1.05
clickbench_q03/datafusion:parquet	26991947	26747282	1.01
clickbench_q04/datafusion:parquet	172931045	174046071	0.99
clickbench_q05/datafusion:parquet	238759841	242554657	0.98
clickbench_q06/datafusion:parquet	1973935	1939734	1.02
clickbench_q07/datafusion:parquet	18566713	18461487	1.01
clickbench_q08/datafusion:parquet	235222882	230897246	1.02
clickbench_q09/datafusion:parquet	377014871	368374114	1.02
clickbench_q10/datafusion:parquet	73362510	72653153	1.01
clickbench_q11/datafusion:parquet	92257992	93244106	0.99
clickbench_q12/datafusion:parquet	240129834	238921458	1.01
clickbench_q13/datafusion:parquet	397533942	409077079	0.97
clickbench_q14/datafusion:parquet	256892686	257310109	1.00
clickbench_q15/datafusion:parquet	196486846	200294127	0.98
clickbench_q16/datafusion:parquet	479876139	480310571	1.00
clickbench_q17/datafusion:parquet	472202504	484866231	0.97
clickbench_q18/datafusion:parquet	930074452	925091651	1.01
clickbench_q19/datafusion:parquet 🚀	27632358	31784331	0.87
clickbench_q20/datafusion:parquet	462203948	473766708	0.98
clickbench_q21/datafusion:parquet	488875606	492757404	0.99
clickbench_q22/datafusion:parquet	669386217	659811543	1.01
clickbench_q23/datafusion:parquet	2858146320	2837133394	1.01
clickbench_q24/datafusion:parquet	49485322	54538521	0.91
clickbench_q25/datafusion:parquet	96023346	98999715	0.97
clickbench_q26/datafusion:parquet	49841451	51046306	0.98
clickbench_q27/datafusion:parquet	545677262	547670976	1.00
clickbench_q28/datafusion:parquet	1543684853	1555402309	0.99
clickbench_q29/datafusion:parquet	42001399	41078776	1.02
clickbench_q30/datafusion:parquet	241043175	243496361	0.99
clickbench_q31/datafusion:parquet	275692118	277677728	0.99
clickbench_q32/datafusion:parquet	858448873	874118194	0.98
clickbench_q33/datafusion:parquet	1089015941	1090618204	1.00
clickbench_q34/datafusion:parquet	1095965297	1108608830	0.99
clickbench_q35/datafusion:parquet	169391333	164567398	1.03
clickbench_q36/datafusion:parquet	113094511	120703709	0.94
clickbench_q37/datafusion:parquet	49541012	47946716	1.03
clickbench_q38/datafusion:parquet	74175593	68485072	1.08
clickbench_q39/datafusion:parquet	228637140	232822023	0.98
clickbench_q40/datafusion:parquet	27585115	25520911	1.08
clickbench_q41/datafusion:parquet	26392999	24013704	1.10
clickbench_q42/datafusion:parquet	25891134	25484511	1.02

duckdb / vortex-file-compressed / ns (1.009x ➖, 1↑ 6↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚨	12426554	10588505	1.17
clickbench_q01/duckdb:vortex-file-compressed 🚨	20415809	18525155	1.10
clickbench_q02/duckdb:vortex-file-compressed	19349558	20536972	0.94
clickbench_q03/duckdb:vortex-file-compressed	35802078	35444015	1.01
clickbench_q04/duckdb:vortex-file-compressed	130525710	132072714	0.99
clickbench_q05/duckdb:vortex-file-compressed	170210560	159298968	1.07
clickbench_q06/duckdb:vortex-file-compressed	17648692	17604931	1.00
clickbench_q07/duckdb:vortex-file-compressed	20807005	22424637	0.93
clickbench_q08/duckdb:vortex-file-compressed	170233836	165845640	1.03
clickbench_q09/duckdb:vortex-file-compressed	203775446	204583130	1.00
clickbench_q10/duckdb:vortex-file-compressed	67109339	67662611	0.99
clickbench_q11/duckdb:vortex-file-compressed	71690616	70420032	1.02
clickbench_q12/duckdb:vortex-file-compressed	196822819	187571099	1.05
clickbench_q13/duckdb:vortex-file-compressed	336850864	340589543	0.99
clickbench_q14/duckdb:vortex-file-compressed	216355008	203747380	1.06
clickbench_q15/duckdb:vortex-file-compressed	184725090	183496170	1.01
clickbench_q16/duckdb:vortex-file-compressed	386206566	403455127	0.96
clickbench_q17/duckdb:vortex-file-compressed	382901680	378937434	1.01
clickbench_q18/duckdb:vortex-file-compressed	731079917	736554379	0.99
clickbench_q19/duckdb:vortex-file-compressed	25476774	25703706	0.99
clickbench_q20/duckdb:vortex-file-compressed	240534088	243844852	0.99
clickbench_q21/duckdb:vortex-file-compressed	339497619	354264932	0.96
clickbench_q22/duckdb:vortex-file-compressed	509763093	509001094	1.00
clickbench_q23/duckdb:vortex-file-compressed 🚀	165866640	234355757	0.71
clickbench_q24/duckdb:vortex-file-compressed	55083004	53698545	1.03
clickbench_q25/duckdb:vortex-file-compressed	75216466	75569211	1.00
clickbench_q26/duckdb:vortex-file-compressed	70838355	73419634	0.96
clickbench_q27/duckdb:vortex-file-compressed	182151519	184032936	0.99
clickbench_q28/duckdb:vortex-file-compressed 🚨	1512564388	1296227348	1.17
clickbench_q29/duckdb:vortex-file-compressed	29936985	30083139	1.00
clickbench_q30/duckdb:vortex-file-compressed	150544350	160973907	0.94
clickbench_q31/duckdb:vortex-file-compressed	298881012	300864834	0.99
clickbench_q32/duckdb:vortex-file-compressed	934591123	928666217	1.01
clickbench_q33/duckdb:vortex-file-compressed	1131444655	1088349022	1.04
clickbench_q34/duckdb:vortex-file-compressed	1112473626	1139398133	0.98
clickbench_q35/duckdb:vortex-file-compressed	208481367	209924442	0.99
clickbench_q36/duckdb:vortex-file-compressed 🚨	39644020	35772111	1.11
clickbench_q37/duckdb:vortex-file-compressed	28552404	26732614	1.07
clickbench_q38/duckdb:vortex-file-compressed 🚨	33242072	30006875	1.11
clickbench_q39/duckdb:vortex-file-compressed	53542269	51525960	1.04
clickbench_q40/duckdb:vortex-file-compressed 🚨	30281479	27266290	1.11
clickbench_q41/duckdb:vortex-file-compressed	28155888	27471945	1.02
clickbench_q42/duckdb:vortex-file-compressed	26439115	26795378	0.99

duckdb / parquet / ns (0.995x ➖, 1↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	15282119	16216663	0.94
clickbench_q01/duckdb:parquet 🚀	18091622	21141545	0.86
clickbench_q02/duckdb:parquet	24241344	23445966	1.03
clickbench_q03/duckdb:parquet	26503891	27302769	0.97
clickbench_q04/duckdb:parquet	131302738	130883045	1.00
clickbench_q05/duckdb:parquet	183053490	186101439	0.98
clickbench_q06/duckdb:parquet	22737097	23629626	0.96
clickbench_q07/duckdb:parquet	19614442	19607623	1.00
clickbench_q08/duckdb:parquet	164054889	163972886	1.00
clickbench_q09/duckdb:parquet	229581610	231394473	0.99
clickbench_q10/duckdb:parquet	58555866	58020017	1.01
clickbench_q11/duckdb:parquet	66903211	68802438	0.97
clickbench_q12/duckdb:parquet	171862215	175136326	0.98
clickbench_q13/duckdb:parquet	307210939	312803602	0.98
clickbench_q14/duckdb:parquet	186844087	188608453	0.99
clickbench_q15/duckdb:parquet	185368035	186355163	0.99
clickbench_q16/duckdb:parquet	355427504	362112270	0.98
clickbench_q17/duckdb:parquet	363656930	373311109	0.97
clickbench_q18/duckdb:parquet	689303914	691044494	1.00
clickbench_q19/duckdb:parquet	21511594	22243177	0.97
clickbench_q20/duckdb:parquet	264534693	263124656	1.01
clickbench_q21/duckdb:parquet	324023142	323627810	1.00
clickbench_q22/duckdb:parquet	471235942	473190739	1.00
clickbench_q23/duckdb:parquet	244006491	246349526	0.99
clickbench_q24/duckdb:parquet	70764978	68524821	1.03
clickbench_q25/duckdb:parquet	73753389	73841576	1.00
clickbench_q26/duckdb:parquet 🚨	51209182	46535440	1.10
clickbench_q27/duckdb:parquet	271792534	270836989	1.00
clickbench_q28/duckdb:parquet	1715784264	1702996500	1.01
clickbench_q29/duckdb:parquet	27852917	27036517	1.03
clickbench_q30/duckdb:parquet	177636196	176206422	1.01
clickbench_q31/duckdb:parquet	311632172	306784679	1.02
clickbench_q32/duckdb:parquet	909470405	918188398	0.99
clickbench_q33/duckdb:parquet	786871025	778538076	1.01
clickbench_q34/duckdb:parquet	797313569	797973121	1.00
clickbench_q35/duckdb:parquet	207615620	210345158	0.99
clickbench_q36/duckdb:parquet	50160300	50566925	0.99
clickbench_q37/duckdb:parquet	37248555	37559993	0.99
clickbench_q38/duckdb:parquet	37384136	38637162	0.97
clickbench_q39/duckdb:parquet	87687388	87798458	1.00
clickbench_q40/duckdb:parquet	21525190	20881464	1.03
clickbench_q41/duckdb:parquet	20805315	19244603	1.08
clickbench_q42/duckdb:parquet	23072277	23246913	0.99

File Size Changes (101 files changed, -39.2% overall, 0↑ 101↓)

File	Scale	Format	Base	Change	%
duckdb.db	1.0	vortex-compact	268.00 KB	268.00 KB	-100.0%
hits_0.vortex	1.0	vortex-compact	58.88 MB	58.88 MB	-100.0%
hits_1.vortex	1.0	vortex-compact	90.67 MB	90.67 MB	-100.0%
hits_10.vortex	1.0	vortex-compact	49.48 MB	49.48 MB	-100.0%
hits_11.vortex	1.0	vortex-compact	56.11 MB	56.11 MB	-100.0%
hits_12.vortex	1.0	vortex-compact	69.86 MB	69.86 MB	-100.0%
hits_13.vortex	1.0	vortex-compact	69.24 MB	69.24 MB	-100.0%
hits_14.vortex	1.0	vortex-compact	74.88 MB	74.88 MB	-100.0%
hits_15.vortex	1.0	vortex-compact	48.41 MB	48.41 MB	-100.0%
hits_16.vortex	1.0	vortex-compact	49.56 MB	49.56 MB	-100.0%
hits_17.vortex	1.0	vortex-compact	58.79 MB	58.79 MB	-100.0%
hits_18.vortex	1.0	vortex-compact	64.89 MB	64.89 MB	-100.0%
hits_19.vortex	1.0	vortex-compact	49.73 MB	49.73 MB	-100.0%
hits_2.vortex	1.0	vortex-compact	129.16 MB	129.16 MB	-100.0%
hits_20.vortex	1.0	vortex-compact	38.36 MB	38.36 MB	-100.0%
hits_21.vortex	1.0	vortex-compact	51.99 MB	51.99 MB	-100.0%
hits_22.vortex	1.0	vortex-compact	46.22 MB	46.22 MB	-100.0%
hits_23.vortex	1.0	vortex-compact	46.13 MB	46.13 MB	-100.0%
hits_24.vortex	1.0	vortex-compact	45.11 MB	45.11 MB	-100.0%
hits_25.vortex	1.0	vortex-compact	73.88 MB	73.88 MB	-100.0%
hits_26.vortex	1.0	vortex-compact	71.99 MB	71.99 MB	-100.0%
hits_27.vortex	1.0	vortex-compact	69.86 MB	69.86 MB	-100.0%
hits_28.vortex	1.0	vortex-compact	70.92 MB	70.92 MB	-100.0%
hits_29.vortex	1.0	vortex-compact	36.68 MB	36.68 MB	-100.0%
hits_3.vortex	1.0	vortex-compact	95.12 MB	95.12 MB	-100.0%
hits_30.vortex	1.0	vortex-compact	58.58 MB	58.58 MB	-100.0%
hits_31.vortex	1.0	vortex-compact	55.77 MB	55.77 MB	-100.0%
hits_32.vortex	1.0	vortex-compact	44.61 MB	44.61 MB	-100.0%
hits_33.vortex	1.0	vortex-compact	35.92 MB	35.92 MB	-100.0%
hits_34.vortex	1.0	vortex-compact	58.24 MB	58.24 MB	-100.0%
hits_35.vortex	1.0	vortex-compact	75.53 MB	75.53 MB	-100.0%
hits_36.vortex	1.0	vortex-compact	49.21 MB	49.21 MB	-100.0%
hits_37.vortex	1.0	vortex-compact	54.76 MB	54.76 MB	-100.0%
hits_38.vortex	1.0	vortex-compact	63.39 MB	63.39 MB	-100.0%
hits_39.vortex	1.0	vortex-compact	50.10 MB	50.10 MB	-100.0%
hits_4.vortex	1.0	vortex-compact	71.94 MB	71.94 MB	-100.0%
hits_40.vortex	1.0	vortex-compact	77.42 MB	77.42 MB	-100.0%
hits_41.vortex	1.0	vortex-compact	166.05 MB	166.05 MB	-100.0%
hits_42.vortex	1.0	vortex-compact	164.53 MB	164.53 MB	-100.0%
hits_43.vortex	1.0	vortex-compact	169.21 MB	169.21 MB	-100.0%
hits_44.vortex	1.0	vortex-compact	133.26 MB	133.26 MB	-100.0%
hits_45.vortex	1.0	vortex-compact	75.80 MB	75.80 MB	-100.0%
hits_46.vortex	1.0	vortex-compact	42.27 MB	42.27 MB	-100.0%
hits_47.vortex	1.0	vortex-compact	18.22 MB	18.22 MB	-100.0%
hits_48.vortex	1.0	vortex-compact	17.85 MB	17.85 MB	-100.0%
hits_49.vortex	1.0	vortex-compact	51.00 MB	51.00 MB	-100.0%
hits_5.vortex	1.0	vortex-compact	63.33 MB	63.33 MB	-100.0%
hits_50.vortex	1.0	vortex-compact	114.20 MB	114.20 MB	-100.0%
hits_51.vortex	1.0	vortex-compact	168.34 MB	168.34 MB	-100.0%
hits_52.vortex	1.0	vortex-compact	65.08 MB	65.08 MB	-100.0%
hits_53.vortex	1.0	vortex-compact	60.05 MB	60.05 MB	-100.0%
hits_54.vortex	1.0	vortex-compact	117.57 MB	117.57 MB	-100.0%
hits_55.vortex	1.0	vortex-compact	92.56 MB	92.56 MB	-100.0%
hits_56.vortex	1.0	vortex-compact	78.58 MB	78.58 MB	-100.0%
hits_57.vortex	1.0	vortex-compact	83.73 MB	83.73 MB	-100.0%
hits_58.vortex	1.0	vortex-compact	61.24 MB	61.24 MB	-100.0%
hits_59.vortex	1.0	vortex-compact	66.68 MB	66.68 MB	-100.0%
hits_6.vortex	1.0	vortex-compact	63.57 MB	63.57 MB	-100.0%
hits_60.vortex	1.0	vortex-compact	64.92 MB	64.92 MB	-100.0%
hits_61.vortex	1.0	vortex-compact	57.73 MB	57.73 MB	-100.0%
hits_62.vortex	1.0	vortex-compact	75.45 MB	75.45 MB	-100.0%
hits_63.vortex	1.0	vortex-compact	46.44 MB	46.44 MB	-100.0%
hits_64.vortex	1.0	vortex-compact	54.09 MB	54.09 MB	-100.0%
hits_65.vortex	1.0	vortex-compact	129.40 MB	129.40 MB	-100.0%
hits_66.vortex	1.0	vortex-compact	53.52 MB	53.52 MB	-100.0%
hits_67.vortex	1.0	vortex-compact	114.44 MB	114.44 MB	-100.0%
hits_68.vortex	1.0	vortex-compact	76.67 MB	76.67 MB	-100.0%
hits_69.vortex	1.0	vortex-compact	80.98 MB	80.98 MB	-100.0%
hits_7.vortex	1.0	vortex-compact	64.19 MB	64.19 MB	-100.0%
hits_70.vortex	1.0	vortex-compact	61.84 MB	61.84 MB	-100.0%
hits_71.vortex	1.0	vortex-compact	69.96 MB	69.96 MB	-100.0%
hits_72.vortex	1.0	vortex-compact	52.74 MB	52.74 MB	-100.0%
hits_73.vortex	1.0	vortex-compact	71.07 MB	71.07 MB	-100.0%
hits_74.vortex	1.0	vortex-compact	71.87 MB	71.87 MB	-100.0%
hits_75.vortex	1.0	vortex-compact	45.12 MB	45.12 MB	-100.0%
hits_76.vortex	1.0	vortex-compact	77.10 MB	77.10 MB	-100.0%
hits_77.vortex	1.0	vortex-compact	118.50 MB	118.50 MB	-100.0%
hits_78.vortex	1.0	vortex-compact	97.85 MB	97.85 MB	-100.0%
hits_79.vortex	1.0	vortex-compact	86.17 MB	86.17 MB	-100.0%
hits_8.vortex	1.0	vortex-compact	63.39 MB	63.39 MB	-100.0%
hits_80.vortex	1.0	vortex-compact	68.67 MB	68.67 MB	-100.0%
hits_81.vortex	1.0	vortex-compact	65.95 MB	65.95 MB	-100.0%
hits_82.vortex	1.0	vortex-compact	67.43 MB	67.43 MB	-100.0%
hits_83.vortex	1.0	vortex-compact	53.62 MB	53.62 MB	-100.0%
hits_84.vortex	1.0	vortex-compact	74.35 MB	74.35 MB	-100.0%
hits_85.vortex	1.0	vortex-compact	52.86 MB	52.86 MB	-100.0%
hits_86.vortex	1.0	vortex-compact	49.12 MB	49.12 MB	-100.0%
hits_87.vortex	1.0	vortex-compact	118.86 MB	118.86 MB	-100.0%
hits_88.vortex	1.0	vortex-compact	73.59 MB	73.59 MB	-100.0%
hits_89.vortex	1.0	vortex-compact	114.10 MB	114.10 MB	-100.0%
hits_9.vortex	1.0	vortex-compact	66.32 MB	66.32 MB	-100.0%
hits_90.vortex	1.0	vortex-compact	82.09 MB	82.09 MB	-100.0%
hits_91.vortex	1.0	vortex-compact	61.24 MB	61.24 MB	-100.0%
hits_92.vortex	1.0	vortex-compact	94.40 MB	94.40 MB	-100.0%
hits_93.vortex	1.0	vortex-compact	59.92 MB	59.92 MB	-100.0%
hits_94.vortex	1.0	vortex-compact	90.90 MB	90.90 MB	-100.0%
hits_95.vortex	1.0	vortex-compact	58.20 MB	58.20 MB	-100.0%
hits_96.vortex	1.0	vortex-compact	91.74 MB	91.74 MB	-100.0%
hits_97.vortex	1.0	vortex-compact	69.58 MB	69.58 MB	-100.0%
hits_98.vortex	1.0	vortex-compact	73.15 MB	73.15 MB	-100.0%
hits_99.vortex	1.0	vortex-compact	77.65 MB	77.65 MB	-100.0%

Totals:

vortex-compact: 7.11 GB → 0 B (-100.0%)
vortex-file-compressed: 11.04 GB → 11.04 GB (0.0%)

github-actions · 2026-08-07T11:58:57Z

Benchmarks: Statistical and Population Genetics 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -6.0%
Engines: DuckDB No clear signal (-6.0%, low confidence)
Vortex (geomean): 0.943x ➖
Parquet (geomean): 1.003x ➖
Shifts: Parquet (control) +0.3% · Median polish +0.6%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.

duckdb / vortex-file-compressed / ns (0.943x ➖, 3↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	16047644	15682395	1.02
statpopgen_q01/duckdb:vortex-file-compressed	13098198	13077325	1.00
statpopgen_q02/duckdb:vortex-file-compressed	606817814	562025109	1.08
statpopgen_q03/duckdb:vortex-file-compressed 🚀	1333382907	1690329743	0.79
statpopgen_q04/duckdb:vortex-file-compressed	1330918618	1323481452	1.01
statpopgen_q05/duckdb:vortex-file-compressed 🚀	650434925	758186099	0.86
statpopgen_q06/duckdb:vortex-file-compressed	1837486640	1765919053	1.04
statpopgen_q07/duckdb:vortex-file-compressed	253997542	253411181	1.00
statpopgen_q08/duckdb:vortex-file-compressed	275184773	271406478	1.01
statpopgen_q09/duckdb:vortex-file-compressed	919748559	962407237	0.96
statpopgen_q10/duckdb:vortex-file-compressed 🚀	2937799754	4262082153	0.69

duckdb / parquet / ns (1.003x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	376762311	375057018	1.00
statpopgen_q01/duckdb:parquet	467366261	466153030	1.00
statpopgen_q02/duckdb:parquet	774947090	776878000	1.00
statpopgen_q03/duckdb:parquet	1059123903	1051908203	1.01
statpopgen_q04/duckdb:parquet	1062343550	1054727349	1.01
statpopgen_q05/duckdb:parquet	759795609	771865884	0.98
statpopgen_q06/duckdb:parquet	1027102840	1011071035	1.02
statpopgen_q07/duckdb:parquet	944101687	934798502	1.01
statpopgen_q08/duckdb:parquet	969799212	964236523	1.01
statpopgen_q09/duckdb:parquet	998373186	1005226797	0.99
statpopgen_q10/duckdb:parquet	1653555593	1647363404	1.00

File Size Changes (2 files changed, -32.3% overall, 0↑ 2↓)

File	Scale	Format	Base	HEAD	Change	%
duckdb.db	100000	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%
gnomad.genomes.v3.1.2.hgdp_tgp.chr21.vortex	100000	vortex-compact	960.66 MB	0 B	960.66 MB	-100.0%

Totals:

vortex-compact: 960.92 MB → 0 B (-100.0%)
vortex-file-compressed: 1.96 GB → 1.96 GB (0.0%)

github-actions · 2026-08-07T11:59:09Z

Benchmarks: FineWeb S3 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +13.7%
Engines: DataFusion No clear signal (+10.6%, environment too noisy confidence) · DuckDB No clear signal (+17.0%, environment too noisy confidence)
Vortex (geomean): 1.008x ➖
Parquet (geomean): 0.886x ➖
Shifts: Parquet (control) -11.4% · Median polish -2.9%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.

datafusion / vortex-file-compressed / ns (1.069x ➖, 0↑ 2↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	36468918	37007779	0.99
fineweb_q01/datafusion:vortex-file-compressed	445666076	450775388	0.99
fineweb_q02/datafusion:vortex-file-compressed	360467883	367970598	0.98
fineweb_q03/datafusion:vortex-file-compressed	461776214	460841051	1.00
fineweb_q04/datafusion:vortex-file-compressed 🚨	611682511	411845561	1.49
fineweb_q05/datafusion:vortex-file-compressed 🚨	514998293	363544932	1.42
fineweb_q06/datafusion:vortex-file-compressed	663136296	683462013	0.97
fineweb_q07/datafusion:vortex-file-compressed	591230395	503071820	1.18
fineweb_q08/datafusion:vortex-file-compressed	194228366	244837190	0.79

datafusion / parquet / ns (0.966x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	708127625	592219179	1.20
fineweb_q01/datafusion:parquet	935880345	930106914	1.01
fineweb_q02/datafusion:parquet	961522860	1099866718	0.87
fineweb_q03/datafusion:parquet	973438039	1031010809	0.94
fineweb_q04/datafusion:parquet	989643989	1016575133	0.97
fineweb_q05/datafusion:parquet	1006455954	1014596657	0.99
fineweb_q06/datafusion:parquet	953263456	1046564966	0.91
fineweb_q07/datafusion:parquet	870983611	970033106	0.90
fineweb_q08/datafusion:parquet	859668742	917360027	0.94

duckdb / vortex-file-compressed / ns (0.951x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	54249433	48860870	1.11
fineweb_q01/duckdb:vortex-file-compressed	580115065	599261668	0.97
fineweb_q02/duckdb:vortex-file-compressed	518201344	521312578	0.99
fineweb_q03/duckdb:vortex-file-compressed	1459341201	1616725834	0.90
fineweb_q04/duckdb:vortex-file-compressed	1818422004	1834763528	0.99
fineweb_q05/duckdb:vortex-file-compressed	1611143675	1731602199	0.93
fineweb_q06/duckdb:vortex-file-compressed	1741870363	1915671094	0.91
fineweb_q07/duckdb:vortex-file-compressed	1570429868	1826998255	0.86
fineweb_q08/duckdb:vortex-file-compressed	686888394	751292176	0.91

duckdb / parquet / ns (0.813x ➖, 1↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	5215647275	5272639942	0.99
fineweb_q01/duckdb:parquet 🚀	846474462	5344441594	0.16
fineweb_q02/duckdb:parquet	5348645899	5345960822	1.00
fineweb_q03/duckdb:parquet	5335515040	5347013955	1.00
fineweb_q04/duckdb:parquet	5291977757	5309905679	1.00
fineweb_q05/duckdb:parquet	5275369407	5344151999	0.99
fineweb_q06/duckdb:parquet	5377498029	5347895001	1.01
fineweb_q07/duckdb:parquet	5333108134	5326776543	1.00
fineweb_q08/duckdb:parquet	5278919979	5281117655	1.00

github-actions · 2026-08-07T11:59:36Z

Benchmarks: TPC-H SF=1 on S3 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.1%
Engines: DataFusion No clear signal (-4.4%, environment too noisy confidence) · DuckDB No clear signal (+0.3%, low confidence)
Vortex (geomean): 0.946x ➖
Parquet (geomean): 0.966x ➖
Shifts: Parquet (control) -3.4% · Median polish -4.2%

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.

datafusion / vortex-file-compressed / ns (0.925x ➖, 1↑ 1↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	262237616	281942868	0.93
tpch_q02/datafusion:vortex-file-compressed	424141018	461434537	0.92
tpch_q03/datafusion:vortex-file-compressed	335541433	380182822	0.88
tpch_q04/datafusion:vortex-file-compressed	165929220	182288763	0.91
tpch_q05/datafusion:vortex-file-compressed	321439957	369600574	0.87
tpch_q06/datafusion:vortex-file-compressed	249524661	261974924	0.95
tpch_q07/datafusion:vortex-file-compressed	355865931	363408416	0.98
tpch_q08/datafusion:vortex-file-compressed	470507458	513100917	0.92
tpch_q09/datafusion:vortex-file-compressed 🚀	345578389	521004504	0.66
tpch_q10/datafusion:vortex-file-compressed	403700106	368289129	1.10
tpch_q11/datafusion:vortex-file-compressed	325069807	399088124	0.81
tpch_q12/datafusion:vortex-file-compressed	390795103	352579202	1.11
tpch_q13/datafusion:vortex-file-compressed	117267728	122456708	0.96
tpch_q14/datafusion:vortex-file-compressed	183726201	202998971	0.91
tpch_q15/datafusion:vortex-file-compressed	292989258	365497170	0.80
tpch_q16/datafusion:vortex-file-compressed	190924647	251958264	0.76
tpch_q17/datafusion:vortex-file-compressed	306835313	342030126	0.90
tpch_q18/datafusion:vortex-file-compressed	241285859	274800789	0.88
tpch_q19/datafusion:vortex-file-compressed	415002337	423684919	0.98
tpch_q20/datafusion:vortex-file-compressed	397429201	421488783	0.94
tpch_q21/datafusion:vortex-file-compressed	515684382	483596879	1.07
tpch_q22/datafusion:vortex-file-compressed 🚨	185840835	142815112	1.30

datafusion / parquet / ns (0.967x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	204916026	213462312	0.96
tpch_q02/datafusion:parquet	278683248	275624910	1.01
tpch_q03/datafusion:parquet	292927838	289888536	1.01
tpch_q04/datafusion:parquet	151897108	173756725	0.87
tpch_q05/datafusion:parquet	363183963	378922783	0.96
tpch_q06/datafusion:parquet	137853815	145602609	0.95
tpch_q07/datafusion:parquet	368755036	374364802	0.99
tpch_q08/datafusion:parquet	425754768	428178231	0.99
tpch_q09/datafusion:parquet	482395867	453769513	1.06
tpch_q10/datafusion:parquet	417438358	410592898	1.02
tpch_q11/datafusion:parquet	278376996	277319888	1.00
tpch_q12/datafusion:parquet	202889613	224392446	0.90
tpch_q13/datafusion:parquet	454621505	458501750	0.99
tpch_q14/datafusion:parquet	168264675	174260286	0.97
tpch_q15/datafusion:parquet	278966887	278253147	1.00
tpch_q16/datafusion:parquet	122473167	124414146	0.98
tpch_q17/datafusion:parquet	307270334	324695840	0.95
tpch_q18/datafusion:parquet	452369576	459693606	0.98
tpch_q19/datafusion:parquet	203807736	290006226	0.70
tpch_q20/datafusion:parquet	276862491	316923982	0.87
tpch_q21/datafusion:parquet	464163850	460480871	1.01
tpch_q22/datafusion:parquet	204614706	175479448	1.17

duckdb / vortex-file-compressed / ns (0.968x ➖, 0↑ 0↓)

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	262543996	279904964	0.94
tpch_q02/duckdb:vortex-file-compressed	602487883	689181001	0.87
tpch_q03/duckdb:vortex-file-compressed	440639364	466446901	0.94
tpch_q04/duckdb:vortex-file-compressed	295630965	314837275	0.94
tpch_q05/duckdb:vortex-file-compressed	586444141	560827757	1.05
tpch_q06/duckdb:vortex-file-compressed	285267107	304397236	0.94
tpch_q07/duckdb:vortex-file-compressed	580156244	602622912	0.96
tpch_q08/duckdb:vortex-file-compressed	715806629	766152960	0.93
tpch_q09/duckdb:vortex-file-compressed	573484893	564943422	1.02
tpch_q10/duckdb:vortex-file-compressed	470757483	488522390	0.96
tpch_q11/duckdb:vortex-file-compressed	273492617	255376425	1.07
tpch_q12/duckdb:vortex-file-compressed	497921739	442070607	1.13
tpch_q13/duckdb:vortex-file-compressed	295512338	312547117	0.95
tpch_q14/duckdb:vortex-file-compressed	265853587	267273499	0.99
tpch_q15/duckdb:vortex-file-compressed	194939783	182286672	1.07
tpch_q16/duckdb:vortex-file-compressed	225488552	239727086	0.94
tpch_q17/duckdb:vortex-file-compressed	442513973	468252198	0.95
tpch_q18/duckdb:vortex-file-compressed	348819845	443974216	0.79
tpch_q19/duckdb:vortex-file-compressed	346450556	371052492	0.93
tpch_q20/duckdb:vortex-file-compressed	509447461	501350816	1.02
tpch_q21/duckdb:vortex-file-compressed	735537950	838515051	0.88
tpch_q22/duckdb:vortex-file-compressed	165947811	150691343	1.10

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

name	PR `0fa9c84` (ns)	base `c1ae775` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	322910134	339388849	0.95
tpch_q02/duckdb:parquet	683449206	688718980	0.99
tpch_q03/duckdb:parquet	760487954	822763068	0.92
tpch_q04/duckdb:parquet	463289311	493970691	0.94
tpch_q05/duckdb:parquet	926365643	975837094	0.95
tpch_q06/duckdb:parquet	321280928	347728346	0.92
tpch_q07/duckdb:parquet	894058155	897257588	1.00
tpch_q08/duckdb:parquet	1094684744	1165880024	0.94
tpch_q09/duckdb:parquet	1046503256	1073489732	0.97
tpch_q10/duckdb:parquet	1018918041	1091372880	0.93
tpch_q11/duckdb:parquet	455363955	471118356	0.97
tpch_q12/duckdb:parquet	538351055	563933996	0.95
tpch_q13/duckdb:parquet	847954568	882556673	0.96
tpch_q14/duckdb:parquet	496604422	566096709	0.88
tpch_q15/duckdb:parquet	412248068	420698473	0.98
tpch_q16/duckdb:parquet	518205317	547882572	0.95
tpch_q17/duckdb:parquet	502310025	495724399	1.01
tpch_q18/duckdb:parquet	662260879	660481170	1.00
tpch_q19/duckdb:parquet	595044446	574052513	1.04
tpch_q20/duckdb:parquet	837205581	887499148	0.94
tpch_q21/duckdb:parquet	734553471	767904950	0.96
tpch_q22/duckdb:parquet	484484121	440813469	1.10

github-actions · 2026-08-07T13:47:28Z

Benchmarks: String Encoding 📖

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

name	PR `3062ebb` (ms)	base `ad5de22` (ms)	ratio (PR/base)
read/clickbench/URL/shard-0/fsst	47.717455	47.802857	1.00
read/clickbench/URL/shard-0/onpair-12	36.725136	36.515366	1.01
read/tpch/l_comment/fsst	94.162239	94.518705	1.00
read/tpch/l_comment/onpair-12	107.67865	106.01789	1.02
write/clickbench/URL/shard-0/fsst	868.979855	880.714797	0.99
write/clickbench/URL/shard-0/onpair-12	2119.28711	2109.38267	1.00
write/tpch/l_comment/fsst	3180.09884	3223.75163	0.99
write/tpch/l_comment/onpair-12	3974.83322	3988.37957	1.00

vortex / vortex-file-compressed / % (1.000x ➖, 0↑ 0↓)

name	PR `3062ebb` (%)	base `ad5de22` (%)	ratio (PR/base)
size/clickbench/URL/shard-0/fsst	47.4688937	47.4688937	1.00
size/clickbench/URL/shard-0/onpair-12	29.7509858	29.7509858	1.00
size/tpch/l_comment/fsst	30.5061014	30.5061014	1.00
size/tpch/l_comment/onpair-12	23.2390033	23.2390033	1.00

github-actions · 2026-08-07T13:51:46Z

Benchmarks: FineWeb NVMe 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.0%
Engines: DataFusion No clear signal (+0.9%, low confidence) · DuckDB No clear signal (-0.9%, low confidence)
Vortex (geomean): 1.003x ➖
Parquet (geomean): 1.003x ➖
Shifts: Parquet (control) +0.3% · Median polish -0.2%

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.

datafusion / vortex-file-compressed / ns (1.029x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `74a2b86` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	9341638	8739919	1.07
fineweb_q01/datafusion:vortex-file-compressed 🚨	30937184	27451165	1.13
fineweb_q02/datafusion:vortex-file-compressed	36902251	34108983	1.08
fineweb_q03/datafusion:vortex-file-compressed	43379505	40740754	1.06
fineweb_q04/datafusion:vortex-file-compressed	208492221	208383736	1.00
fineweb_q05/datafusion:vortex-file-compressed	155468777	154441684	1.01
fineweb_q06/datafusion:vortex-file-compressed	37759052	37388348	1.01
fineweb_q07/datafusion:vortex-file-compressed	41362419	43413329	0.95
fineweb_q08/datafusion:vortex-file-compressed	16223250	16911536	0.96

datafusion / vortex-compact / ns (1.001x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `74a2b86` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	9135218	8714369	1.05
fineweb_q01/datafusion:vortex-compact	101596193	101350769	1.00
fineweb_q02/datafusion:vortex-compact	99609946	101044547	0.99
fineweb_q03/datafusion:vortex-compact	530744317	536427967	0.99
fineweb_q04/datafusion:vortex-compact	568108400	560067812	1.01
fineweb_q05/datafusion:vortex-compact	511900859	503092325	1.02
fineweb_q06/datafusion:vortex-compact	288944884	288844043	1.00
fineweb_q07/datafusion:vortex-compact	298273407	299518393	1.00
fineweb_q08/datafusion:vortex-compact	14941633	15574139	0.96

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

name	PR `3062ebb` (ns)	base `74a2b86` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	9047935	8345116	1.08
fineweb_q01/datafusion:parquet	197886301	199007141	0.99
fineweb_q02/datafusion:parquet	202356346	199133063	1.02
fineweb_q03/datafusion:parquet	190944692	188987703	1.01
fineweb_q04/datafusion:parquet	209817053	209523268	1.00
fineweb_q05/datafusion:parquet	209012113	209323110	1.00
fineweb_q06/datafusion:parquet	198278359	201736139	0.98
fineweb_q07/datafusion:parquet	194157610	200034889	0.97
fineweb_q08/datafusion:parquet	189075815	189388251	1.00

duckdb / vortex-file-compressed / ns (1.001x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `74a2b86` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3494213	3722761	0.94
fineweb_q01/duckdb:vortex-file-compressed	46275075	44721882	1.03
fineweb_q02/duckdb:vortex-file-compressed	49052035	51252585	0.96
fineweb_q03/duckdb:vortex-file-compressed	71430328	70810681	1.01
fineweb_q04/duckdb:vortex-file-compressed	295380498	291289015	1.01
fineweb_q05/duckdb:vortex-file-compressed	219449242	233143891	0.94
fineweb_q06/duckdb:vortex-file-compressed	74186740	71987480	1.03
fineweb_q07/duckdb:vortex-file-compressed	77398409	78413538	0.99
fineweb_q08/duckdb:vortex-file-compressed 🚨	35070087	31673556	1.11

duckdb / vortex-compact / ns (0.982x ➖, 1↑ 1↓)

name	PR `3062ebb` (ns)	base `74a2b86` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	6077751	5438468	1.12
fineweb_q01/duckdb:vortex-compact	105911172	114194511	0.93
fineweb_q02/duckdb:vortex-compact	112456869	114394743	0.98
fineweb_q03/duckdb:vortex-compact	347347248	344102017	1.01
fineweb_q04/duckdb:vortex-compact	378270190	390458966	0.97
fineweb_q05/duckdb:vortex-compact	349946497	355306670	0.98
fineweb_q06/duckdb:vortex-compact	225180987	221650674	1.02
fineweb_q07/duckdb:vortex-compact	231194105	226289654	1.02
fineweb_q08/duckdb:vortex-compact 🚀	29425067	35313172	0.83

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

name	PR `3062ebb` (ns)	base `74a2b86` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	37654874	38625487	0.97
fineweb_q01/duckdb:parquet	75958751	77947820	0.97
fineweb_q02/duckdb:parquet	77814047	78080537	1.00
fineweb_q03/duckdb:parquet	208227965	207415725	1.00
fineweb_q04/duckdb:parquet	238341529	229907174	1.04
fineweb_q05/duckdb:parquet	203180480	201938024	1.01
fineweb_q06/duckdb:parquet	143214542	142121319	1.01
fineweb_q07/duckdb:parquet	143410049	143447320	1.00
fineweb_q08/duckdb:parquet	38209256	38137189	1.00

No file size changes detected.

github-actions · 2026-08-07T13:55:17Z

Benchmarks: Clickbench Sorted on NVME 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +4.4%
Engines: DataFusion No clear signal (+6.1%, environment too noisy confidence) · DuckDB No clear signal (+2.7%, low confidence)
Vortex (geomean): 1.061x ➖
Parquet (geomean): 1.016x ➖
Shifts: Parquet (control) +1.6% · Median polish +1.7%

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.

datafusion / vortex-file-compressed / ns (1.078x ➖, 1↑ 3↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench-sorted_q23/datafusion:vortex-file-compressed 🚨	457678970	231648832	1.98
clickbench-sorted_q24/datafusion:vortex-file-compressed	21269003	22106620	0.96
clickbench-sorted_q26/datafusion:vortex-file-compressed	22770066	22402893	1.02
clickbench-sorted_q36/datafusion:vortex-file-compressed	47524333	51177963	0.93
clickbench-sorted_q37/datafusion:vortex-file-compressed 🚨	42252099	36637958	1.15
clickbench-sorted_q38/datafusion:vortex-file-compressed 🚨	40837393	33488142	1.22
clickbench-sorted_q39/datafusion:vortex-file-compressed	88773856	86906232	1.02
clickbench-sorted_q40/datafusion:vortex-file-compressed 🚀	17878900	22320329	0.80
clickbench-sorted_q41/datafusion:vortex-file-compressed	17579294	17290882	1.02
clickbench-sorted_q42/datafusion:vortex-file-compressed	13431980	13339143	1.01

datafusion / vortex-compact / ns (1.107x ❌, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench-sorted_q23/datafusion:vortex-compact 🚨	508113190	206809490	2.46
clickbench-sorted_q24/datafusion:vortex-compact	51144389	52711373	0.97
clickbench-sorted_q26/datafusion:vortex-compact	53699985	50120830	1.07
clickbench-sorted_q36/datafusion:vortex-compact	62715161	57202676	1.10
clickbench-sorted_q37/datafusion:vortex-compact	47045374	47422386	0.99
clickbench-sorted_q38/datafusion:vortex-compact	44949492	44744118	1.00
clickbench-sorted_q39/datafusion:vortex-compact	108678203	106172226	1.02
clickbench-sorted_q40/datafusion:vortex-compact	25610917	25993444	0.99
clickbench-sorted_q41/datafusion:vortex-compact	21843650	22549401	0.97
clickbench-sorted_q42/datafusion:vortex-compact	15497340	15221184	1.02

datafusion / parquet / ns (1.029x ➖, 1↑ 1↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench-sorted_q23/datafusion:parquet	2895316848	2909810852	1.00
clickbench-sorted_q24/datafusion:parquet 🚀	32407497	38162588	0.85
clickbench-sorted_q26/datafusion:parquet 🚨	47789608	32508226	1.47
clickbench-sorted_q36/datafusion:parquet	176619035	179954134	0.98
clickbench-sorted_q37/datafusion:parquet	109165756	108391097	1.01
clickbench-sorted_q38/datafusion:parquet	155142693	156834714	0.99
clickbench-sorted_q39/datafusion:parquet	316725421	309491342	1.02
clickbench-sorted_q40/datafusion:parquet	71189543	64843443	1.10
clickbench-sorted_q41/datafusion:parquet	60112621	61692752	0.97
clickbench-sorted_q42/datafusion:parquet	34801656	34700571	1.00

duckdb / vortex-file-compressed / ns (1.023x ➖, 0↑ 2↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench-sorted_q23/duckdb:vortex-file-compressed 🚨	260216495	230868987	1.13
clickbench-sorted_q24/duckdb:vortex-file-compressed	42033357	43543856	0.97
clickbench-sorted_q26/duckdb:vortex-file-compressed	65569875	60930715	1.08
clickbench-sorted_q36/duckdb:vortex-file-compressed	67609847	70138485	0.96
clickbench-sorted_q37/duckdb:vortex-file-compressed	52978928	51556501	1.03
clickbench-sorted_q38/duckdb:vortex-file-compressed	64751074	65012669	1.00
clickbench-sorted_q39/duckdb:vortex-file-compressed	113589953	116445677	0.98
clickbench-sorted_q40/duckdb:vortex-file-compressed 🚨	38466412	34212664	1.12
clickbench-sorted_q41/duckdb:vortex-file-compressed	36362199	38339425	0.95
clickbench-sorted_q42/duckdb:vortex-file-compressed	34805034	33426355	1.04

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

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench-sorted_q23/duckdb:vortex-compact	270765404	256860211	1.05
clickbench-sorted_q24/duckdb:vortex-compact	58975217	60349947	0.98
clickbench-sorted_q26/duckdb:vortex-compact	87047455	79610371	1.09
clickbench-sorted_q36/duckdb:vortex-compact	70433867	65482076	1.08
clickbench-sorted_q37/duckdb:vortex-compact	61365496	58339882	1.05
clickbench-sorted_q38/duckdb:vortex-compact	60905609	63819584	0.95
clickbench-sorted_q39/duckdb:vortex-compact	113078790	114940147	0.98
clickbench-sorted_q40/duckdb:vortex-compact	40549477	39351775	1.03
clickbench-sorted_q41/duckdb:vortex-compact 🚨	41404643	37432971	1.11
clickbench-sorted_q42/duckdb:vortex-compact	34273933	32247546	1.06

duckdb / parquet / ns (1.003x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench-sorted_q23/duckdb:parquet	217591614	215594898	1.01
clickbench-sorted_q24/duckdb:parquet	30127080	28813724	1.05
clickbench-sorted_q26/duckdb:parquet	22863003	22335431	1.02
clickbench-sorted_q36/duckdb:parquet	68565350	70101349	0.98
clickbench-sorted_q37/duckdb:parquet	57164068	56072973	1.02
clickbench-sorted_q38/duckdb:parquet	59908492	63972357	0.94
clickbench-sorted_q39/duckdb:parquet	108076892	108261706	1.00
clickbench-sorted_q40/duckdb:parquet	30407148	30219132	1.01
clickbench-sorted_q41/duckdb:parquet	29237435	28813109	1.01
clickbench-sorted_q42/duckdb:parquet	20254493	20242678	1.00

File Size Changes (200 files changed, +0.0% overall, 100↑ 100↓)

File	Scale	Format	Base	HEAD	Change	%
hits_001.vortex	1.0	vortex-file-compressed	189.07 MB	193.50 MB	+4.43 MB	+2.3%
hits_080.vortex	1.0	vortex-compact	95.03 MB	97.05 MB	+2.03 MB	+2.1%
hits_026.vortex	1.0	vortex-compact	97.48 MB	98.91 MB	+1.43 MB	+1.5%
hits_023.vortex	1.0	vortex-file-compressed	195.38 MB	198.05 MB	+2.66 MB	+1.4%
hits_001.vortex	1.0	vortex-compact	139.00 MB	140.51 MB	+1.51 MB	+1.1%
hits_061.vortex	1.0	vortex-compact	123.93 MB	125.21 MB	+1.28 MB	+1.0%
hits_064.vortex	1.0	vortex-file-compressed	190.92 MB	192.66 MB	+1.74 MB	+0.9%
hits_060.vortex	1.0	vortex-compact	140.06 MB	141.26 MB	+1.20 MB	+0.9%
hits_034.vortex	1.0	vortex-file-compressed	182.12 MB	183.63 MB	+1.51 MB	+0.8%
hits_086.vortex	1.0	vortex-file-compressed	192.28 MB	193.74 MB	+1.45 MB	+0.8%
hits_039.vortex	1.0	vortex-compact	124.58 MB	125.43 MB	+871.27 KB	+0.7%
hits_033.vortex	1.0	vortex-compact	152.44 MB	153.46 MB	+1.02 MB	+0.7%
hits_065.vortex	1.0	vortex-file-compressed	160.41 MB	161.41 MB	+1018.24 KB	+0.6%
hits_047.vortex	1.0	vortex-file-compressed	154.62 MB	155.52 MB	+920.19 KB	+0.6%
hits_050.vortex	1.0	vortex-compact	125.57 MB	126.28 MB	+725.13 KB	+0.6%
hits_057.vortex	1.0	vortex-file-compressed	160.04 MB	160.88 MB	+854.78 KB	+0.5%
hits_048.vortex	1.0	vortex-compact	152.63 MB	153.37 MB	+754.02 KB	+0.5%
hits_040.vortex	1.0	vortex-compact	109.98 MB	110.47 MB	+501.84 KB	+0.4%
hits_041.vortex	1.0	vortex-compact	97.98 MB	98.38 MB	+407.79 KB	+0.4%
hits_008.vortex	1.0	vortex-compact	105.75 MB	106.15 MB	+406.45 KB	+0.4%
hits_087.vortex	1.0	vortex-compact	125.29 MB	125.76 MB	+480.52 KB	+0.4%
hits_004.vortex	1.0	vortex-compact	98.02 MB	98.38 MB	+372.22 KB	+0.4%
hits_066.vortex	1.0	vortex-compact	117.02 MB	117.46 MB	+442.55 KB	+0.4%
hits_063.vortex	1.0	vortex-compact	98.16 MB	98.49 MB	+335.36 KB	+0.3%
hits_008.vortex	1.0	vortex-file-compressed	140.23 MB	140.69 MB	+473.41 KB	+0.3%
hits_005.vortex	1.0	vortex-file-compressed	167.43 MB	167.97 MB	+550.53 KB	+0.3%
hits_031.vortex	1.0	vortex-compact	111.21 MB	111.55 MB	+348.71 KB	+0.3%
hits_095.vortex	1.0	vortex-compact	110.65 MB	110.96 MB	+325.65 KB	+0.3%
hits_096.vortex	1.0	vortex-file-compressed	199.48 MB	200.05 MB	+581.25 KB	+0.3%
hits_040.vortex	1.0	vortex-file-compressed	142.91 MB	143.29 MB	+394.05 KB	+0.3%
hits_068.vortex	1.0	vortex-file-compressed	160.50 MB	160.93 MB	+438.48 KB	+0.3%
hits_043.vortex	1.0	vortex-compact	94.35 MB	94.60 MB	+257.16 KB	+0.3%
hits_099.vortex	1.0	vortex-compact	133.12 MB	133.41 MB	+296.65 KB	+0.2%
hits_095.vortex	1.0	vortex-file-compressed	154.38 MB	154.71 MB	+329.98 KB	+0.2%
hits_025.vortex	1.0	vortex-file-compressed	171.95 MB	172.30 MB	+361.87 KB	+0.2%
hits_022.vortex	1.0	vortex-file-compressed	199.21 MB	199.59 MB	+398.95 KB	+0.2%
hits_077.vortex	1.0	vortex-compact	134.39 MB	134.64 MB	+255.94 KB	+0.2%
hits_021.vortex	1.0	vortex-file-compressed	154.20 MB	154.48 MB	+286.20 KB	+0.2%
hits_035.vortex	1.0	vortex-file-compressed	102.91 MB	103.09 MB	+186.71 KB	+0.2%
hits_070.vortex	1.0	vortex-file-compressed	199.96 MB	200.31 MB	+358.04 KB	+0.2%
hits_016.vortex	1.0	vortex-compact	127.35 MB	127.57 MB	+225.45 KB	+0.2%
hits_009.vortex	1.0	vortex-file-compressed	101.36 MB	101.53 MB	+176.48 KB	+0.2%
hits_006.vortex	1.0	vortex-compact	96.23 MB	96.40 MB	+167.09 KB	+0.2%
hits_092.vortex	1.0	vortex-compact	153.27 MB	153.51 MB	+241.68 KB	+0.2%
hits_083.vortex	1.0	vortex-compact	109.97 MB	110.13 MB	+162.85 KB	+0.1%
hits_045.vortex	1.0	vortex-compact	106.08 MB	106.20 MB	+127.52 KB	+0.1%
hits_033.vortex	1.0	vortex-file-compressed	200.13 MB	200.36 MB	+226.30 KB	+0.1%
hits_043.vortex	1.0	vortex-file-compressed	126.49 MB	126.63 MB	+139.25 KB	+0.1%
hits_097.vortex	1.0	vortex-file-compressed	192.87 MB	193.06 MB	+202.69 KB	+0.1%
hits_054.vortex	1.0	vortex-compact	112.10 MB	112.21 MB	+117.21 KB	+0.1%
hits_059.vortex	1.0	vortex-compact	152.96 MB	153.11 MB	+157.05 KB	+0.1%
hits_044.vortex	1.0	vortex-file-compressed	200.10 MB	200.30 MB	+204.59 KB	+0.1%
hits_081.vortex	1.0	vortex-compact	153.66 MB	153.81 MB	+151.76 KB	+0.1%
hits_063.vortex	1.0	vortex-file-compressed	131.56 MB	131.68 MB	+122.63 KB	+0.1%
hits_074.vortex	1.0	vortex-compact	153.08 MB	153.21 MB	+141.01 KB	+0.1%
hits_029.vortex	1.0	vortex-compact	153.37 MB	153.51 MB	+139.89 KB	+0.1%
hits_027.vortex	1.0	vortex-compact	139.24 MB	139.37 MB	+126.93 KB	+0.1%
hits_038.vortex	1.0	vortex-compact	139.43 MB	139.55 MB	+125.75 KB	+0.1%
hits_084.vortex	1.0	vortex-file-compressed	154.56 MB	154.69 MB	+136.07 KB	+0.1%
hits_015.vortex	1.0	vortex-file-compressed	131.06 MB	131.17 MB	+109.41 KB	+0.1%
hits_012.vortex	1.0	vortex-file-compressed	190.91 MB	191.06 MB	+156.12 KB	+0.1%
hits_021.vortex	1.0	vortex-compact	110.62 MB	110.71 MB	+86.20 KB	+0.1%
hits_091.vortex	1.0	vortex-compact	112.26 MB	112.34 MB	+85.06 KB	+0.1%
hits_083.vortex	1.0	vortex-file-compressed	157.04 MB	157.16 MB	+118.41 KB	+0.1%
hits_072.vortex	1.0	vortex-file-compressed	102.37 MB	102.44 MB	+75.63 KB	+0.1%
hits_093.vortex	1.0	vortex-file-compressed	131.64 MB	131.73 MB	+92.52 KB	+0.1%
hits_096.vortex	1.0	vortex-compact	153.26 MB	153.36 MB	+106.44 KB	+0.1%
hits_004.vortex	1.0	vortex-file-compressed	131.49 MB	131.58 MB	+83.77 KB	+0.1%
hits_041.vortex	1.0	vortex-file-compressed	131.27 MB	131.35 MB	+81.12 KB	+0.1%
hits_082.vortex	1.0	vortex-file-compressed	139.91 MB	139.99 MB	+81.55 KB	+0.1%
hits_067.vortex	1.0	vortex-file-compressed	131.77 MB	131.84 MB	+75.20 KB	+0.1%
hits_013.vortex	1.0	vortex-file-compressed	161.32 MB	161.41 MB	+90.62 KB	+0.1%
hits_028.vortex	1.0	vortex-compact	115.73 MB	115.80 MB	+64.68 KB	+0.1%
hits_054.vortex	1.0	vortex-file-compressed	147.03 MB	147.10 MB	+78.38 KB	+0.1%
hits_091.vortex	1.0	vortex-file-compressed	147.05 MB	147.12 MB	+75.18 KB	+0.0%
hits_072.vortex	1.0	vortex-compact	75.57 MB	75.60 MB	+36.39 KB	+0.0%
hits_081.vortex	1.0	vortex-file-compressed	200.17 MB	200.27 MB	+96.16 KB	+0.0%
hits_070.vortex	1.0	vortex-compact	153.54 MB	153.61 MB	+72.09 KB	+0.0%
hits_018.vortex	1.0	vortex-compact	152.93 MB	152.99 MB	+66.21 KB	+0.0%
hits_037.vortex	1.0	vortex-compact	132.15 MB	132.21 MB	+56.10 KB	+0.0%
hits_067.vortex	1.0	vortex-compact	99.00 MB	99.04 MB	+34.37 KB	+0.0%
hits_027.vortex	1.0	vortex-file-compressed	189.91 MB	189.97 MB	+56.67 KB	+0.0%
hits_029.vortex	1.0	vortex-file-compressed	199.90 MB	199.96 MB	+59.32 KB	+0.0%
hits_089.vortex	1.0	vortex-file-compressed	131.49 MB	131.52 MB	+36.76 KB	+0.0%
hits_037.vortex	1.0	vortex-file-compressed	177.25 MB	177.30 MB	+49.44 KB	+0.0%
hits_060.vortex	1.0	vortex-file-compressed	193.09 MB	193.14 MB	+53.84 KB	+0.0%
hits_051.vortex	1.0	vortex-compact	133.85 MB	133.87 MB	+26.39 KB	+0.0%
hits_090.vortex	1.0	vortex-compact	140.02 MB	140.04 MB	+24.05 KB	+0.0%
hits_073.vortex	1.0	vortex-compact	134.18 MB	134.19 MB	+18.38 KB	+0.0%
hits_047.vortex	1.0	vortex-compact	110.47 MB	110.49 MB	+14.55 KB	+0.0%
hits_011.vortex	1.0	vortex-compact	152.76 MB	152.77 MB	+16.40 KB	+0.0%
hits_042.vortex	1.0	vortex-compact	136.30 MB	136.31 MB	+14.24 KB	+0.0%
hits_003.vortex	1.0	vortex-file-compressed	136.54 MB	136.55 MB	+8.70 KB	+0.0%
hits_006.vortex	1.0	vortex-file-compressed	126.37 MB	126.37 MB	+6.78 KB	+0.0%
hits_061.vortex	1.0	vortex-file-compressed	160.84 MB	160.85 MB	+7.11 KB	+0.0%
hits_035.vortex	1.0	vortex-compact	75.93 MB	75.93 MB	+2.19 KB	+0.0%
hits_048.vortex	1.0	vortex-file-compressed	199.57 MB	199.58 MB	+5.52 KB	+0.0%
hits_075.vortex	1.0	vortex-compact	139.11 MB	139.12 MB	+1.72 KB	+0.0%
hits_024.vortex	1.0	vortex-compact	125.17 MB	125.17 MB	+1.09 KB	+0.0%
hits_053.vortex	1.0	vortex-compact	138.44 MB	138.44 MB	+376 B	+0.0%
hits_000.vortex	1.0	vortex-file-compressed	131.83 MB	131.83 MB	704 B	-0.0%
hits_009.vortex	1.0	vortex-compact	75.23 MB	75.23 MB	712 B	-0.0%
hits_019.vortex	1.0	vortex-compact	106.13 MB	106.13 MB	1.20 KB	-0.0%
hits_038.vortex	1.0	vortex-file-compressed	190.17 MB	190.16 MB	4.83 KB	-0.0%
hits_071.vortex	1.0	vortex-compact	106.20 MB	106.20 MB	3.17 KB	-0.0%
hits_094.vortex	1.0	vortex-compact	110.77 MB	110.77 MB	3.34 KB	-0.0%
hits_034.vortex	1.0	vortex-compact	133.33 MB	133.32 MB	4.30 KB	-0.0%
hits_085.vortex	1.0	vortex-compact	153.50 MB	153.49 MB	5.53 KB	-0.0%
hits_056.vortex	1.0	vortex-file-compressed	135.73 MB	135.73 MB	5.27 KB	-0.0%
hits_069.vortex	1.0	vortex-file-compressed	142.67 MB	142.66 MB	6.46 KB	-0.0%
hits_011.vortex	1.0	vortex-file-compressed	199.31 MB	199.30 MB	9.10 KB	-0.0%
hits_020.vortex	1.0	vortex-compact	111.65 MB	111.64 MB	8.95 KB	-0.0%
hits_010.vortex	1.0	vortex-file-compressed	169.06 MB	169.05 MB	15.41 KB	-0.0%
hits_036.vortex	1.0	vortex-file-compressed	171.40 MB	171.38 MB	15.71 KB	-0.0%
hits_017.vortex	1.0	vortex-compact	111.77 MB	111.76 MB	13.86 KB	-0.0%
hits_062.vortex	1.0	vortex-compact	132.60 MB	132.58 MB	17.94 KB	-0.0%
hits_016.vortex	1.0	vortex-file-compressed	180.50 MB	180.47 MB	24.57 KB	-0.0%
hits_050.vortex	1.0	vortex-file-compressed	161.16 MB	161.14 MB	22.49 KB	-0.0%
hits_032.vortex	1.0	vortex-compact	110.64 MB	110.62 MB	15.82 KB	-0.0%
hits_022.vortex	1.0	vortex-compact	153.09 MB	153.07 MB	27.71 KB	-0.0%
hits_014.vortex	1.0	vortex-file-compressed	172.18 MB	172.15 MB	34.92 KB	-0.0%
hits_057.vortex	1.0	vortex-compact	111.82 MB	111.80 MB	23.19 KB	-0.0%
hits_002.vortex	1.0	vortex-compact	124.20 MB	124.17 MB	29.10 KB	-0.0%
hits_005.vortex	1.0	vortex-compact	115.88 MB	115.85 MB	34.62 KB	-0.0%
hits_064.vortex	1.0	vortex-compact	140.04 MB	140.00 MB	47.72 KB	-0.0%
hits_051.vortex	1.0	vortex-file-compressed	172.44 MB	172.38 MB	60.77 KB	-0.0%
hits_019.vortex	1.0	vortex-file-compressed	141.07 MB	141.01 MB	53.55 KB	-0.0%
hits_055.vortex	1.0	vortex-compact	153.38 MB	153.32 MB	58.53 KB	-0.0%
hits_028.vortex	1.0	vortex-file-compressed	151.75 MB	151.69 MB	60.62 KB	-0.0%
hits_042.vortex	1.0	vortex-file-compressed	201.70 MB	201.61 MB	87.84 KB	-0.0%
hits_071.vortex	1.0	vortex-file-compressed	140.80 MB	140.74 MB	61.64 KB	-0.0%
hits_074.vortex	1.0	vortex-file-compressed	199.35 MB	199.26 MB	93.89 KB	-0.0%
hits_080.vortex	1.0	vortex-file-compressed	126.94 MB	126.88 MB	61.46 KB	-0.0%
hits_039.vortex	1.0	vortex-file-compressed	161.14 MB	161.06 MB	79.66 KB	-0.0%
hits_082.vortex	1.0	vortex-compact	105.80 MB	105.75 MB	52.38 KB	-0.0%
hits_056.vortex	1.0	vortex-compact	101.37 MB	101.32 MB	56.85 KB	-0.1%
hits_077.vortex	1.0	vortex-file-compressed	172.60 MB	172.50 MB	104.37 KB	-0.1%
hits_086.vortex	1.0	vortex-compact	140.81 MB	140.73 MB	88.33 KB	-0.1%
hits_003.vortex	1.0	vortex-compact	104.53 MB	104.47 MB	66.27 KB	-0.1%
hits_079.vortex	1.0	vortex-compact	128.24 MB	128.16 MB	81.45 KB	-0.1%
hits_036.vortex	1.0	vortex-compact	133.37 MB	133.28 MB	88.72 KB	-0.1%
hits_032.vortex	1.0	vortex-file-compressed	154.77 MB	154.67 MB	105.75 KB	-0.1%
hits_099.vortex	1.0	vortex-file-compressed	171.29 MB	171.17 MB	118.61 KB	-0.1%
hits_052.vortex	1.0	vortex-file-compressed	131.04 MB	130.95 MB	92.34 KB	-0.1%
hits_015.vortex	1.0	vortex-compact	98.49 MB	98.42 MB	75.48 KB	-0.1%
hits_023.vortex	1.0	vortex-compact	142.76 MB	142.64 MB	117.87 KB	-0.1%
hits_046.vortex	1.0	vortex-compact	74.97 MB	74.90 MB	63.66 KB	-0.1%
hits_098.vortex	1.0	vortex-compact	104.19 MB	104.10 MB	90.66 KB	-0.1%
hits_000.vortex	1.0	vortex-compact	99.12 MB	99.03 MB	86.71 KB	-0.1%
hits_062.vortex	1.0	vortex-file-compressed	170.79 MB	170.64 MB	149.83 KB	-0.1%
hits_049.vortex	1.0	vortex-file-compressed	191.67 MB	191.50 MB	168.23 KB	-0.1%
hits_088.vortex	1.0	vortex-compact	134.12 MB	134.00 MB	119.11 KB	-0.1%
hits_087.vortex	1.0	vortex-file-compressed	161.20 MB	161.05 MB	150.23 KB	-0.1%
hits_085.vortex	1.0	vortex-file-compressed	199.93 MB	199.72 MB	216.35 KB	-0.1%
hits_049.vortex	1.0	vortex-compact	139.45 MB	139.30 MB	153.96 KB	-0.1%
hits_014.vortex	1.0	vortex-compact	134.05 MB	133.90 MB	150.15 KB	-0.1%
hits_026.vortex	1.0	vortex-file-compressed	131.54 MB	131.40 MB	148.48 KB	-0.1%
hits_044.vortex	1.0	vortex-compact	153.73 MB	153.53 MB	209.03 KB	-0.1%
hits_078.vortex	1.0	vortex-file-compressed	131.10 MB	130.92 MB	181.12 KB	-0.1%
hits_030.vortex	1.0	vortex-file-compressed	131.99 MB	131.82 MB	183.46 KB	-0.1%
hits_058.vortex	1.0	vortex-compact	111.07 MB	110.91 MB	156.40 KB	-0.1%
hits_031.vortex	1.0	vortex-file-compressed	159.72 MB	159.49 MB	231.37 KB	-0.1%
hits_055.vortex	1.0	vortex-file-compressed	199.97 MB	199.67 MB	304.73 KB	-0.1%
hits_046.vortex	1.0	vortex-file-compressed	101.43 MB	101.27 MB	160.07 KB	-0.2%
hits_075.vortex	1.0	vortex-file-compressed	189.96 MB	189.65 MB	314.73 KB	-0.2%
hits_025.vortex	1.0	vortex-compact	133.70 MB	133.48 MB	224.87 KB	-0.2%
hits_059.vortex	1.0	vortex-file-compressed	199.51 MB	199.17 MB	350.31 KB	-0.2%
hits_092.vortex	1.0	vortex-file-compressed	199.69 MB	199.35 MB	350.95 KB	-0.2%
hits_018.vortex	1.0	vortex-file-compressed	199.89 MB	199.52 MB	383.86 KB	-0.2%
hits_094.vortex	1.0	vortex-file-compressed	159.09 MB	158.77 MB	328.40 KB	-0.2%
hits_010.vortex	1.0	vortex-compact	123.33 MB	123.07 MB	262.14 KB	-0.2%
hits_017.vortex	1.0	vortex-file-compressed	147.22 MB	146.91 MB	314.34 KB	-0.2%
hits_052.vortex	1.0	vortex-compact	97.98 MB	97.77 MB	222.01 KB	-0.2%
hits_065.vortex	1.0	vortex-compact	125.62 MB	125.33 MB	301.00 KB	-0.2%
hits_069.vortex	1.0	vortex-compact	99.83 MB	99.59 MB	241.87 KB	-0.2%
hits_058.vortex	1.0	vortex-file-compressed	155.58 MB	155.21 MB	378.11 KB	-0.2%
hits_007.vortex	1.0	vortex-compact	153.85 MB	153.43 MB	420.69 KB	-0.3%
hits_097.vortex	1.0	vortex-compact	141.82 MB	141.41 MB	420.01 KB	-0.3%
hits_093.vortex	1.0	vortex-compact	98.93 MB	98.64 MB	293.52 KB	-0.3%
hits_079.vortex	1.0	vortex-file-compressed	181.45 MB	180.90 MB	565.62 KB	-0.3%
hits_088.vortex	1.0	vortex-file-compressed	172.58 MB	172.03 MB	566.52 KB	-0.3%
hits_002.vortex	1.0	vortex-file-compressed	161.70 MB	161.12 MB	588.86 KB	-0.4%
hits_073.vortex	1.0	vortex-file-compressed	173.38 MB	172.68 MB	723.77 KB	-0.4%
hits_076.vortex	1.0	vortex-file-compressed	161.65 MB	160.98 MB	688.63 KB	-0.4%
hits_084.vortex	1.0	vortex-compact	111.16 MB	110.69 MB	478.02 KB	-0.4%
hits_045.vortex	1.0	vortex-file-compressed	140.69 MB	140.05 MB	657.74 KB	-0.5%
hits_098.vortex	1.0	vortex-file-compressed	138.13 MB	137.50 MB	649.91 KB	-0.5%
hits_068.vortex	1.0	vortex-compact	112.48 MB	111.93 MB	561.17 KB	-0.5%
hits_076.vortex	1.0	vortex-compact	125.00 MB	124.35 MB	657.93 KB	-0.5%
hits_020.vortex	1.0	vortex-file-compressed	160.93 MB	160.07 MB	877.42 KB	-0.5%
hits_007.vortex	1.0	vortex-file-compressed	200.14 MB	198.82 MB	1.32 MB	-0.7%
hits_078.vortex	1.0	vortex-compact	97.92 MB	97.22 MB	716.79 KB	-0.7%
hits_024.vortex	1.0	vortex-file-compressed	160.55 MB	159.23 MB	1.32 MB	-0.8%
hits_012.vortex	1.0	vortex-compact	139.97 MB	138.76 MB	1.21 MB	-0.9%
hits_089.vortex	1.0	vortex-compact	99.73 MB	98.77 MB	982.21 KB	-1.0%
hits_066.vortex	1.0	vortex-file-compressed	164.73 MB	163.06 MB	1.67 MB	-1.0%
hits_053.vortex	1.0	vortex-file-compressed	192.12 MB	190.00 MB	2.11 MB	-1.1%
hits_090.vortex	1.0	vortex-file-compressed	194.83 MB	192.65 MB	2.18 MB	-1.1%
hits_030.vortex	1.0	vortex-compact	99.25 MB	97.94 MB	1.31 MB	-1.3%
hits_013.vortex	1.0	vortex-compact	126.70 MB	124.43 MB	2.27 MB	-1.8%

Totals:

vortex-compact: 11.93 GB → 11.94 GB (+0.0%)
vortex-file-compressed: 15.97 GB → 15.97 GB (+0.0%)

github-actions · 2026-08-07T13:56:33Z

Benchmarks: Random Access 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Engines: random-access No clear signal (-0.3%, low confidence)
Vortex (geomean): 0.999x ➖
Parquet (geomean): 1.003x ➖
Shifts: Parquet (control) +0.3% · Median polish -0.3%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.

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

name	PR `3062ebb` (ns)	base `0f0390a` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/vortex-tokio-local-disk	504216	471998	1.07
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	2899836	2907036	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk	2802826	2839748	0.99
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	5537941	5537141	1.00
random-access/nested-lists/correlated/vortex-tokio-local-disk	284822	289178	0.98
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	373078	371591	1.00
random-access/nested-lists/uniform/vortex-tokio-local-disk	1441127	1428899	1.01
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	1639303	1639292	1.00
random-access/nested-structs/correlated/vortex-tokio-local-disk	333240	329563	1.01
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	470473	483510	0.97
random-access/nested-structs/uniform/vortex-tokio-local-disk	997785	1018724	0.98
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1191179	1188640	1.00
random-access/taxi/correlated/vortex-tokio-local-disk	882617	876850	1.01
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1417817	1439883	0.98
random-access/taxi/uniform/vortex-tokio-local-disk	4085164	4239884	0.96
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4766564	4760589	1.00
random-access/vortex-tokio-local-disk	544582	528001	1.03
random-access/vortex-tokio-local-disk-footer	904927	915270	0.99

random-access / parquet / ns (1.003x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `0f0390a` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/parquet-tokio-local-disk	9015974308	9026531147	1.00
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8830631080	8970167730	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8957848592	8911661624	1.01
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8943351750	8878801124	1.01
random-access/nested-lists/correlated/parquet-tokio-local-disk	139149848	138928147	1.00
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	138417083	137538154	1.01
random-access/nested-lists/uniform/parquet-tokio-local-disk	138631595	138992548	1.00
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	138360693	140266791	0.99
random-access/nested-structs/correlated/parquet-tokio-local-disk	20416322	20139957	1.01
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	20433538	20182488	1.01
random-access/nested-structs/uniform/parquet-tokio-local-disk	20436018	20708518	0.99
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	20788404	20174848	1.03
random-access/parquet-tokio-local-disk	184306746	183210063	1.01
random-access/parquet-tokio-local-disk-footer	183625298	183426805	1.00
random-access/taxi/correlated/parquet-tokio-local-disk	273963496	274216729	1.00
random-access/taxi/correlated/parquet-tokio-local-disk-footer	275476482	275146293	1.00
random-access/taxi/uniform/parquet-tokio-local-disk	294559772	290224522	1.01
random-access/taxi/uniform/parquet-tokio-local-disk-footer	294716585	295846601	1.00

random-access / lance / ns (0.996x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `0f0390a` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	369420	363694	1.02
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1054735	1033636	1.02
random-access/feature-vectors/uniform/lance-tokio-local-disk	1129708	1139475	0.99
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	1807965	1816588	1.00
random-access/lance-tokio-local-disk	629601	636120	0.99
random-access/lance-tokio-local-disk-footer	1382380	1383725	1.00
random-access/nested-lists/correlated/lance-tokio-local-disk	194285	191075	1.02
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	530809	522839	1.02
random-access/nested-lists/uniform/lance-tokio-local-disk	977482	980330	1.00
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1281399	1314019	0.98
random-access/nested-structs/correlated/lance-tokio-local-disk	321914	330946	0.97
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	466377	471411	0.99
random-access/nested-structs/uniform/lance-tokio-local-disk	2467830	2490194	0.99
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2612367	2615364	1.00
random-access/taxi/correlated/lance-tokio-local-disk	966450	982380	0.98
random-access/taxi/correlated/lance-tokio-local-disk-footer	1935474	1947598	0.99
random-access/taxi/uniform/lance-tokio-local-disk	9916449	9864078	1.01
random-access/taxi/uniform/lance-tokio-local-disk-footer	10399794	10616991	0.98

github-actions · 2026-08-07T14:04:32Z

Benchmarks: TPC-H SF=10 on S3 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -11.4%
Engines: DataFusion No clear signal (-17.5%, environment too noisy confidence) · DuckDB No clear signal (-4.8%, environment too noisy confidence)
Vortex (geomean): 0.904x ➖
Parquet (geomean): 1.021x ➖
Shifts: Parquet (control) +2.1% · 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.

datafusion / vortex-compact / ns (0.851x ➖, 3↑ 0↓)

name	PR `3062ebb` (ns)	base `adab5b8` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	594236012	573969732	1.04
tpch_q02/datafusion:vortex-compact	700820449	728095353	0.96
tpch_q03/datafusion:vortex-compact	491194823	613850445	0.80
tpch_q04/datafusion:vortex-compact 🚀	257623367	394905795	0.65
tpch_q05/datafusion:vortex-compact	707220672	725423569	0.97
tpch_q06/datafusion:vortex-compact	330586103	464038986	0.71
tpch_q07/datafusion:vortex-compact	715272913	841689358	0.85
tpch_q08/datafusion:vortex-compact	1067911854	1325109236	0.81
tpch_q09/datafusion:vortex-compact	868570475	980761041	0.89
tpch_q10/datafusion:vortex-compact	827682680	692281998	1.20
tpch_q11/datafusion:vortex-compact	527342774	515116937	1.02
tpch_q12/datafusion:vortex-compact	521780591	718163983	0.73
tpch_q13/datafusion:vortex-compact 🚀	259612910	483431004	0.54
tpch_q14/datafusion:vortex-compact 🚀	282589852	598282110	0.47
tpch_q15/datafusion:vortex-compact	587383577	663051311	0.89
tpch_q16/datafusion:vortex-compact	301160074	340803931	0.88
tpch_q17/datafusion:vortex-compact	786804279	763363286	1.03
tpch_q18/datafusion:vortex-compact	875476580	898806282	0.97
tpch_q19/datafusion:vortex-compact	724796079	867809837	0.84
tpch_q20/datafusion:vortex-compact	638996754	724601017	0.88
tpch_q21/datafusion:vortex-compact	927611108	971002704	0.96
tpch_q22/datafusion:vortex-compact	389960172	368817452	1.06

datafusion / parquet / ns (1.032x ➖, 1↑ 2↓)

name	PR `3062ebb` (ns)	base `adab5b8` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	428432764	419710554	1.02
tpch_q02/datafusion:parquet	714860109	739095353	0.97
tpch_q03/datafusion:parquet	853389281	681030449	1.25
tpch_q04/datafusion:parquet 🚨	496682104	306174422	1.62
tpch_q05/datafusion:parquet	891684107	784683932	1.14
tpch_q06/datafusion:parquet 🚨	346881248	261524374	1.33
tpch_q07/datafusion:parquet	921866748	893481344	1.03
tpch_q08/datafusion:parquet	1084492654	1022848950	1.06
tpch_q09/datafusion:parquet	1463252515	1326249157	1.10
tpch_q10/datafusion:parquet	1740062469	1953669093	0.89
tpch_q11/datafusion:parquet 🚀	441282408	680764427	0.65
tpch_q12/datafusion:parquet	451314438	439300618	1.03
tpch_q13/datafusion:parquet	607545986	652852514	0.93
tpch_q14/datafusion:parquet	424161452	430178182	0.99
tpch_q15/datafusion:parquet	732918007	666216678	1.10
tpch_q16/datafusion:parquet	366689315	340699371	1.08
tpch_q17/datafusion:parquet	836494086	831401937	1.01
tpch_q18/datafusion:parquet	1136430449	1260052381	0.90
tpch_q19/datafusion:parquet	532172725	530731642	1.00
tpch_q20/datafusion:parquet	979087967	948772099	1.03
tpch_q21/datafusion:parquet	1201663151	1292631156	0.93
tpch_q22/datafusion:parquet	697553551	721747281	0.97

duckdb / vortex-compact / ns (0.961x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `adab5b8` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	630749820	639948853	0.99
tpch_q02/duckdb:vortex-compact	837215108	805594904	1.04
tpch_q03/duckdb:vortex-compact	812893316	801559264	1.01
tpch_q04/duckdb:vortex-compact	746503132	1040939736	0.72
tpch_q05/duckdb:vortex-compact	1046682775	997771562	1.05
tpch_q06/duckdb:vortex-compact	690757305	691975893	1.00
tpch_q07/duckdb:vortex-compact	1086524010	1169103549	0.93
tpch_q08/duckdb:vortex-compact	1324483882	1348895100	0.98
tpch_q09/duckdb:vortex-compact	1319900343	1616821195	0.82
tpch_q10/duckdb:vortex-compact	1222073566	1235003558	0.99
tpch_q11/duckdb:vortex-compact	461655155	474413114	0.97
tpch_q12/duckdb:vortex-compact	1180787236	1227566807	0.96
tpch_q13/duckdb:vortex-compact	893272969	694374516	1.29
tpch_q14/duckdb:vortex-compact	596229728	622426892	0.96
tpch_q15/duckdb:vortex-compact	572638748	558886903	1.02
tpch_q16/duckdb:vortex-compact	322365383	316669994	1.02
tpch_q17/duckdb:vortex-compact	1021035617	959185067	1.06
tpch_q18/duckdb:vortex-compact	729156488	815490812	0.89
tpch_q19/duckdb:vortex-compact	790157058	865942603	0.91
tpch_q20/duckdb:vortex-compact	1068723919	1086591563	0.98
tpch_q21/duckdb:vortex-compact	1750616437	1815250934	0.96
tpch_q22/duckdb:vortex-compact	285533936	389491629	0.73

duckdb / parquet / ns (1.010x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `adab5b8` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	577157745	690848290	0.84
tpch_q02/duckdb:parquet	905017988	965589083	0.94
tpch_q03/duckdb:parquet	1397862381	1241369043	1.13
tpch_q04/duckdb:parquet	786414609	794569045	0.99
tpch_q05/duckdb:parquet	1406267726	1354796913	1.04
tpch_q06/duckdb:parquet 🚨	637519663	487213503	1.31
tpch_q07/duckdb:parquet	1347767404	1166389483	1.16
tpch_q08/duckdb:parquet	1792010705	1670952459	1.07
tpch_q09/duckdb:parquet	1903878484	1667892133	1.14
tpch_q10/duckdb:parquet	2675484086	2643025586	1.01
tpch_q11/duckdb:parquet	578675477	564902164	1.02
tpch_q12/duckdb:parquet	831567728	894994209	0.93
tpch_q13/duckdb:parquet	1099093504	1103820540	1.00
tpch_q14/duckdb:parquet	727908148	929837082	0.78
tpch_q15/duckdb:parquet	513291637	517981769	0.99
tpch_q16/duckdb:parquet	722518487	818065814	0.88
tpch_q17/duckdb:parquet	778704661	690929766	1.13
tpch_q18/duckdb:parquet	1098499263	1158229555	0.95
tpch_q19/duckdb:parquet	1054062728	1095984643	0.96
tpch_q20/duckdb:parquet	1445563152	1340968495	1.08
tpch_q21/duckdb:parquet	1130909427	1140928541	0.99
tpch_q22/duckdb:parquet	987921543	969118361	1.02

github-actions · 2026-08-07T14:17:51Z

Benchmarks: TPC-H SF=1 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.7%
Engines: DataFusion No clear signal (+0.3%, environment too noisy confidence) · DuckDB No clear signal (+1.2%, low confidence)
Vortex (geomean): 1.007x ➖
Parquet (geomean): 1.000x ➖
Shifts: Parquet (control) -0.0% · Median polish +0.8%

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.

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	43477172	43618285	1.00
tpch_q02/datafusion:vortex-file-compressed	23081160	22911289	1.01
tpch_q03/datafusion:vortex-file-compressed	30242052	30246143	1.00
tpch_q04/datafusion:vortex-file-compressed	16806568	15629808	1.08
tpch_q05/datafusion:vortex-file-compressed	48988797	50156131	0.98
tpch_q06/datafusion:vortex-file-compressed	8647298	8291863	1.04
tpch_q07/datafusion:vortex-file-compressed	56091001	56759540	0.99
tpch_q08/datafusion:vortex-file-compressed	45272850	45902268	0.99
tpch_q09/datafusion:vortex-file-compressed	56790187	57330568	0.99
tpch_q10/datafusion:vortex-file-compressed	28686270	29171644	0.98
tpch_q11/datafusion:vortex-file-compressed	17933473	17750685	1.01
tpch_q12/datafusion:vortex-file-compressed	28246051	27866683	1.01
tpch_q13/datafusion:vortex-file-compressed	25081766	24709453	1.02
tpch_q14/datafusion:vortex-file-compressed	15043039	14929735	1.01
tpch_q15/datafusion:vortex-file-compressed	21468163	21146386	1.02
tpch_q16/datafusion:vortex-file-compressed	24545372	24398446	1.01
tpch_q17/datafusion:vortex-file-compressed	55378326	56271976	0.98
tpch_q18/datafusion:vortex-file-compressed	69299422	68581843	1.01
tpch_q19/datafusion:vortex-file-compressed	18666302	19139698	0.98
tpch_q20/datafusion:vortex-file-compressed	32385460	32406950	1.00
tpch_q21/datafusion:vortex-file-compressed	62571644	61175926	1.02
tpch_q22/datafusion:vortex-file-compressed	12489832	12049511	1.04

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	48307499	48476064	1.00
tpch_q02/datafusion:vortex-compact	27331042	27100469	1.01
tpch_q03/datafusion:vortex-compact	31855496	32111363	0.99
tpch_q04/datafusion:vortex-compact	17940960	17107549	1.05
tpch_q05/datafusion:vortex-compact	50790758	52041432	0.98
tpch_q06/datafusion:vortex-compact	10044992	9781400	1.03
tpch_q07/datafusion:vortex-compact	58084171	57350503	1.01
tpch_q08/datafusion:vortex-compact	48848064	48269558	1.01
tpch_q09/datafusion:vortex-compact	59132642	60183246	0.98
tpch_q10/datafusion:vortex-compact	34981891	34200920	1.02
tpch_q11/datafusion:vortex-compact	19427782	19862581	0.98
tpch_q12/datafusion:vortex-compact	31550488	31963128	0.99
tpch_q13/datafusion:vortex-compact	28215471	28067671	1.01
tpch_q14/datafusion:vortex-compact	17975183	17179061	1.05
tpch_q15/datafusion:vortex-compact	25934455	25546284	1.02
tpch_q16/datafusion:vortex-compact	29000699	28605214	1.01
tpch_q17/datafusion:vortex-compact	58259669	58987747	0.99
tpch_q18/datafusion:vortex-compact	68509320	69290690	0.99
tpch_q19/datafusion:vortex-compact	34416190	31942166	1.08
tpch_q20/datafusion:vortex-compact	34834089	34430716	1.01
tpch_q21/datafusion:vortex-compact	66282217	65755274	1.01
tpch_q22/datafusion:vortex-compact	13319914	13145241	1.01

datafusion / parquet / ns (1.004x ➖, 1↑ 1↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	109602826	126256563	0.87
tpch_q02/datafusion:parquet	71402318	70671192	1.01
tpch_q03/datafusion:parquet	103681548	95557728	1.09
tpch_q04/datafusion:parquet	51436254	52274964	0.98
tpch_q05/datafusion:parquet	122994568	126466281	0.97
tpch_q06/datafusion:parquet 🚨	47587494	40305517	1.18
tpch_q07/datafusion:parquet	131311285	131898665	1.00
tpch_q08/datafusion:parquet	125686081	128262444	0.98
tpch_q09/datafusion:parquet	148012872	162014002	0.91
tpch_q10/datafusion:parquet	128329245	119203560	1.08
tpch_q11/datafusion:parquet	50305166	50055174	1.00
tpch_q12/datafusion:parquet	105820193	103601228	1.02
tpch_q13/datafusion:parquet	228067096	225041372	1.01
tpch_q14/datafusion:parquet	54414709	52922553	1.03
tpch_q15/datafusion:parquet	66087453	70111940	0.94
tpch_q16/datafusion:parquet	49076538	49178932	1.00
tpch_q17/datafusion:parquet	145822994	154055942	0.95
tpch_q18/datafusion:parquet	183272498	182518768	1.00
tpch_q19/datafusion:parquet	80941174	75143297	1.08
tpch_q20/datafusion:parquet	95313195	93984486	1.01
tpch_q21/datafusion:parquet	175742754	171421080	1.03
tpch_q22/datafusion:parquet	57184997	57241397	1.00

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	24411077	24572952	0.99
tpch_q02/duckdb:vortex-file-compressed	33801424	34771426	0.97
tpch_q03/duckdb:vortex-file-compressed	41003379	39059616	1.05
tpch_q04/duckdb:vortex-file-compressed	33358878	32720591	1.02
tpch_q05/duckdb:vortex-file-compressed	44614521	45175876	0.99
tpch_q06/duckdb:vortex-file-compressed 🚨	13612795	12181758	1.12
tpch_q07/duckdb:vortex-file-compressed	45415887	45534158	1.00
tpch_q08/duckdb:vortex-file-compressed	54648361	54430006	1.00
tpch_q09/duckdb:vortex-file-compressed	65750745	62882427	1.05
tpch_q10/duckdb:vortex-file-compressed	55779483	54687905	1.02
tpch_q11/duckdb:vortex-file-compressed	18787092	19410628	0.97
tpch_q12/duckdb:vortex-file-compressed	30656119	30896494	0.99
tpch_q13/duckdb:vortex-file-compressed	46701185	43604760	1.07
tpch_q14/duckdb:vortex-file-compressed	21979152	23273301	0.94
tpch_q15/duckdb:vortex-file-compressed	21163505	22041700	0.96
tpch_q16/duckdb:vortex-file-compressed	34334211	32848860	1.05
tpch_q17/duckdb:vortex-file-compressed	33905227	36023657	0.94
tpch_q18/duckdb:vortex-file-compressed	52666435	54080302	0.97
tpch_q19/duckdb:vortex-file-compressed	38564950	38803899	0.99
tpch_q20/duckdb:vortex-file-compressed	39630079	39727449	1.00
tpch_q21/duckdb:vortex-file-compressed	127901861	127749369	1.00
tpch_q22/duckdb:vortex-file-compressed	23517264	22172056	1.06

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	29595399	29078128	1.02
tpch_q02/duckdb:vortex-compact	42165012	41088496	1.03
tpch_q03/duckdb:vortex-compact	38645904	41191579	0.94
tpch_q04/duckdb:vortex-compact	34113786	34022310	1.00
tpch_q05/duckdb:vortex-compact	44899968	45181702	0.99
tpch_q06/duckdb:vortex-compact	14694488	14286759	1.03
tpch_q07/duckdb:vortex-compact	45551219	46262470	0.98
tpch_q08/duckdb:vortex-compact	56175241	58449856	0.96
tpch_q09/duckdb:vortex-compact	63878822	64922751	0.98
tpch_q10/duckdb:vortex-compact	56949474	55940542	1.02
tpch_q11/duckdb:vortex-compact	19989581	19312282	1.04
tpch_q12/duckdb:vortex-compact	33355097	31684046	1.05
tpch_q13/duckdb:vortex-compact	45332584	46554927	0.97
tpch_q14/duckdb:vortex-compact	25821591	25356766	1.02
tpch_q15/duckdb:vortex-compact	22684556	21755914	1.04
tpch_q16/duckdb:vortex-compact	34764596	36103290	0.96
tpch_q17/duckdb:vortex-compact	37398223	37063406	1.01
tpch_q18/duckdb:vortex-compact	55672316	55299267	1.01
tpch_q19/duckdb:vortex-compact	41118565	39121717	1.05
tpch_q20/duckdb:vortex-compact	47428183	45617856	1.04
tpch_q21/duckdb:vortex-compact	124695546	121383832	1.03
tpch_q22/duckdb:vortex-compact	23472715	23900395	0.98

duckdb / parquet / ns (0.995x ➖, 1↑ 0↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	81582831	81470107	1.00
tpch_q02/duckdb:parquet	45686977	45753449	1.00
tpch_q03/duckdb:parquet	80594842	80932315	1.00
tpch_q04/duckdb:parquet	58005977	58184259	1.00
tpch_q05/duckdb:parquet	77987857	77657898	1.00
tpch_q06/duckdb:parquet	24880911	24907426	1.00
tpch_q07/duckdb:parquet	80086582	79072931	1.01
tpch_q08/duckdb:parquet	96507128	96762313	1.00
tpch_q09/duckdb:parquet	148236009	147886879	1.00
tpch_q10/duckdb:parquet	141904228	142106328	1.00
tpch_q11/duckdb:parquet 🚀	25215407	28568868	0.88
tpch_q12/duckdb:parquet	52936335	52985328	1.00
tpch_q13/duckdb:parquet	287721231	289038774	1.00
tpch_q14/duckdb:parquet	55650802	55941963	0.99
tpch_q15/duckdb:parquet	30310987	30595211	0.99
tpch_q16/duckdb:parquet	66413085	66503339	1.00
tpch_q17/duckdb:parquet	57776794	57859114	1.00
tpch_q18/duckdb:parquet	126448325	127696920	0.99
tpch_q19/duckdb:parquet	77069897	77033077	1.00
tpch_q20/duckdb:parquet	77799558	77014325	1.01
tpch_q21/duckdb:parquet	196169128	189276391	1.04
tpch_q22/duckdb:parquet	64020473	64439779	0.99

No file size changes detected.

github-actions · 2026-08-07T14:21:06Z

Benchmarks: TPC-DS SF=1 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.0%
Engines: DataFusion No clear signal (+0.5%, low confidence) · DuckDB No clear signal (+1.5%, low confidence)
Vortex (geomean): 1.013x ➖
Parquet (geomean): 1.003x ➖
Shifts: Parquet (control) +0.3% · 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.

datafusion / vortex-file-compressed / ns (1.008x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	28757342	27875498	1.03
tpcds_q02/datafusion:vortex-file-compressed	52586499	52565216	1.00
tpcds_q03/datafusion:vortex-file-compressed	13768174	14304074	0.96
tpcds_q04/datafusion:vortex-file-compressed	220620012	221376495	1.00
tpcds_q05/datafusion:vortex-file-compressed	65761569	64059567	1.03
tpcds_q06/datafusion:vortex-file-compressed	26525002	26452853	1.00
tpcds_q07/datafusion:vortex-file-compressed	43105613	42311347	1.02
tpcds_q08/datafusion:vortex-file-compressed	33465438	33563220	1.00
tpcds_q09/datafusion:vortex-file-compressed	26333465	26573997	0.99
tpcds_q10/datafusion:vortex-file-compressed	35875858	35592254	1.01
tpcds_q11/datafusion:vortex-file-compressed	113681382	116089460	0.98
tpcds_q12/datafusion:vortex-file-compressed	21951301	21445687	1.02
tpcds_q13/datafusion:vortex-file-compressed	47405057	45881258	1.03
tpcds_q14/datafusion:vortex-file-compressed	205385485	200976858	1.02
tpcds_q15/datafusion:vortex-file-compressed	30297260	29118334	1.04
tpcds_q16/datafusion:vortex-file-compressed	24508926	24635779	0.99
tpcds_q17/datafusion:vortex-file-compressed	71740611	73090831	0.98
tpcds_q18/datafusion:vortex-file-compressed	92113453	90745052	1.02
tpcds_q19/datafusion:vortex-file-compressed	21504649	21541416	1.00
tpcds_q20/datafusion:vortex-file-compressed	21924018	21718325	1.01
tpcds_q21/datafusion:vortex-file-compressed	34803775	33058955	1.05
tpcds_q22/datafusion:vortex-file-compressed	128303264	128298834	1.00
tpcds_q23/datafusion:vortex-file-compressed	130145815	133132410	0.98
tpcds_q24/datafusion:vortex-file-compressed	96942037	96959941	1.00
tpcds_q25/datafusion:vortex-file-compressed	75018146	75023329	1.00
tpcds_q26/datafusion:vortex-file-compressed	37104566	36702669	1.01
tpcds_q27/datafusion:vortex-file-compressed	95187187	96374213	0.99
tpcds_q28/datafusion:vortex-file-compressed	27792330	27671040	1.00
tpcds_q29/datafusion:vortex-file-compressed	69655735	71469576	0.97
tpcds_q30/datafusion:vortex-file-compressed	28811186	29103786	0.99
tpcds_q31/datafusion:vortex-file-compressed	76362457	79415730	0.96
tpcds_q32/datafusion:vortex-file-compressed	18057912	18269863	0.99
tpcds_q33/datafusion:vortex-file-compressed	32639289	32561066	1.00
tpcds_q34/datafusion:vortex-file-compressed	26454456	25621658	1.03
tpcds_q35/datafusion:vortex-file-compressed	44958953	43518706	1.03
tpcds_q36/datafusion:vortex-file-compressed	63625775	65553938	0.97
tpcds_q37/datafusion:vortex-file-compressed	19669219	18212565	1.08
tpcds_q38/datafusion:vortex-file-compressed	40635550	38772430	1.05
tpcds_q39/datafusion:vortex-file-compressed	102107818	107476921	0.95
tpcds_q40/datafusion:vortex-file-compressed	33795841	33184799	1.02
tpcds_q41/datafusion:vortex-file-compressed	24218121	23866883	1.01
tpcds_q42/datafusion:vortex-file-compressed	13649134	13388042	1.02
tpcds_q43/datafusion:vortex-file-compressed	19250168	19157425	1.00
tpcds_q44/datafusion:vortex-file-compressed	33969843	34753570	0.98
tpcds_q45/datafusion:vortex-file-compressed	32704018	32972034	0.99
tpcds_q46/datafusion:vortex-file-compressed 🚨	40387366	35597835	1.13
tpcds_q47/datafusion:vortex-file-compressed	129682122	128555764	1.01
tpcds_q48/datafusion:vortex-file-compressed	40006101	38964480	1.03
tpcds_q49/datafusion:vortex-file-compressed	71258955	71609463	1.00
tpcds_q50/datafusion:vortex-file-compressed	48001255	46611245	1.03
tpcds_q51/datafusion:vortex-file-compressed	78150810	76990437	1.02
tpcds_q52/datafusion:vortex-file-compressed	14239340	14309191	1.00
tpcds_q53/datafusion:vortex-file-compressed	23707562	23918662	0.99
tpcds_q54/datafusion:vortex-file-compressed	37290967	38016357	0.98
tpcds_q55/datafusion:vortex-file-compressed	13811238	13642231	1.01
tpcds_q56/datafusion:vortex-file-compressed	32993414	32814432	1.01
tpcds_q57/datafusion:vortex-file-compressed	106782366	100345599	1.06
tpcds_q58/datafusion:vortex-file-compressed	60779139	62472806	0.97
tpcds_q59/datafusion:vortex-file-compressed	55625495	55887530	1.00
tpcds_q60/datafusion:vortex-file-compressed	32708241	32860476	1.00
tpcds_q61/datafusion:vortex-file-compressed	38385260	36602409	1.05
tpcds_q62/datafusion:vortex-file-compressed	24708085	24385797	1.01
tpcds_q63/datafusion:vortex-file-compressed	24296954	24265135	1.00
tpcds_q64/datafusion:vortex-file-compressed	470382935	464236690	1.01
tpcds_q65/datafusion:vortex-file-compressed	69949699	70154965	1.00
tpcds_q66/datafusion:vortex-file-compressed	76912550	78369814	0.98
tpcds_q67/datafusion:vortex-file-compressed	118892931	116356138	1.02
tpcds_q68/datafusion:vortex-file-compressed	34020305	32879171	1.03
tpcds_q69/datafusion:vortex-file-compressed	34418791	33501939	1.03
tpcds_q70/datafusion:vortex-file-compressed	120391623	109564856	1.10
tpcds_q71/datafusion:vortex-file-compressed	22807103	23853254	0.96
tpcds_q72/datafusion:vortex-file-compressed	1449078937	1479176190	0.98
tpcds_q73/datafusion:vortex-file-compressed	25854729	26540791	0.97
tpcds_q74/datafusion:vortex-file-compressed	78541172	74095508	1.06
tpcds_q75/datafusion:vortex-file-compressed	149440892	163391329	0.91
tpcds_q76/datafusion:vortex-file-compressed	41497860	41919569	0.99
tpcds_q77/datafusion:vortex-file-compressed	43894911	44226272	0.99
tpcds_q78/datafusion:vortex-file-compressed	108400471	108150666	1.00
tpcds_q79/datafusion:vortex-file-compressed	28146483	28144316	1.00
tpcds_q80/datafusion:vortex-file-compressed	99466608	102496149	0.97
tpcds_q81/datafusion:vortex-file-compressed	32198275	29466183	1.09
tpcds_q82/datafusion:vortex-file-compressed	19415474	18670884	1.04
tpcds_q83/datafusion:vortex-file-compressed	41975894	41938325	1.00
tpcds_q84/datafusion:vortex-file-compressed	12896621	13947485	0.92
tpcds_q85/datafusion:vortex-file-compressed	111358036	111360785	1.00
tpcds_q86/datafusion:vortex-file-compressed	18637492	18242677	1.02
tpcds_q87/datafusion:vortex-file-compressed	41274114	41260507	1.00
tpcds_q88/datafusion:vortex-file-compressed	52739122	53493607	0.99
tpcds_q89/datafusion:vortex-file-compressed	28482816	27754001	1.03
tpcds_q90/datafusion:vortex-file-compressed	14163360	14033932	1.01
tpcds_q91/datafusion:vortex-file-compressed	20245184	19384755	1.04
tpcds_q92/datafusion:vortex-file-compressed	17652513	17119985	1.03
tpcds_q93/datafusion:vortex-file-compressed	31511513	30937312	1.02
tpcds_q94/datafusion:vortex-file-compressed	23119818	23378999	0.99
tpcds_q95/datafusion:vortex-file-compressed	62951062	64703755	0.97
tpcds_q96/datafusion:vortex-file-compressed	11644011	11826325	0.98
tpcds_q97/datafusion:vortex-file-compressed	27945167	27814388	1.00
tpcds_q98/datafusion:vortex-file-compressed	25639673	24420246	1.05
tpcds_q99/datafusion:vortex-file-compressed	28265010	26201979	1.08

datafusion / vortex-compact / ns (1.008x ➖, 1↑ 2↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	30693276	30224802	1.02
tpcds_q02/datafusion:vortex-compact	57869721	58274432	0.99
tpcds_q03/datafusion:vortex-compact	17965773	16405165	1.10
tpcds_q04/datafusion:vortex-compact	246634465	244564375	1.01
tpcds_q05/datafusion:vortex-compact	66419096	65963934	1.01
tpcds_q06/datafusion:vortex-compact	29650558	29561057	1.00
tpcds_q07/datafusion:vortex-compact	56668141	58889802	0.96
tpcds_q08/datafusion:vortex-compact	43080961	41092805	1.05
tpcds_q09/datafusion:vortex-compact	42497790	42750051	0.99
tpcds_q10/datafusion:vortex-compact	54149607	53077760	1.02
tpcds_q11/datafusion:vortex-compact	137040098	132184456	1.04
tpcds_q12/datafusion:vortex-compact	25416980	25471973	1.00
tpcds_q13/datafusion:vortex-compact	114743413	112163802	1.02
tpcds_q14/datafusion:vortex-compact	220815592	234044936	0.94
tpcds_q15/datafusion:vortex-compact	34472272	34234528	1.01
tpcds_q16/datafusion:vortex-compact	31618704	31286377	1.01
tpcds_q17/datafusion:vortex-compact	111694628	110520302	1.01
tpcds_q18/datafusion:vortex-compact	102196170	101590699	1.01
tpcds_q19/datafusion:vortex-compact	30192802	30565435	0.99
tpcds_q20/datafusion:vortex-compact	27491608	26919294	1.02
tpcds_q21/datafusion:vortex-compact	35121366	35259065	1.00
tpcds_q22/datafusion:vortex-compact	119864464	127245893	0.94
tpcds_q23/datafusion:vortex-compact	145615765	139415892	1.04
tpcds_q24/datafusion:vortex-compact	114902186	113331683	1.01
tpcds_q25/datafusion:vortex-compact	84523921	81794780	1.03
tpcds_q26/datafusion:vortex-compact	50637919	52971286	0.96
tpcds_q27/datafusion:vortex-compact	119528981	118139836	1.01
tpcds_q28/datafusion:vortex-compact	64679481	61267496	1.06
tpcds_q29/datafusion:vortex-compact	84558324	83428452	1.01
tpcds_q30/datafusion:vortex-compact	34738676	33748877	1.03
tpcds_q31/datafusion:vortex-compact	100942135	100022852	1.01
tpcds_q32/datafusion:vortex-compact	22294813	22324037	1.00
tpcds_q33/datafusion:vortex-compact	39432353	39544817	1.00
tpcds_q34/datafusion:vortex-compact	37114367	37831194	0.98
tpcds_q35/datafusion:vortex-compact	58506648	58258482	1.00
tpcds_q36/datafusion:vortex-compact	76687997	74303002	1.03
tpcds_q37/datafusion:vortex-compact	25023147	25205241	0.99
tpcds_q38/datafusion:vortex-compact	51539599	49420188	1.04
tpcds_q39/datafusion:vortex-compact	103706197	111214023	0.93
tpcds_q40/datafusion:vortex-compact	37158922	36555615	1.02
tpcds_q41/datafusion:vortex-compact	27056832	26167999	1.03
tpcds_q42/datafusion:vortex-compact	16652439	16463315	1.01
tpcds_q43/datafusion:vortex-compact	24419979	24591586	0.99
tpcds_q44/datafusion:vortex-compact	48487412	49968137	0.97
tpcds_q45/datafusion:vortex-compact	39661885	39175127	1.01
tpcds_q46/datafusion:vortex-compact	46800309	46233741	1.01
tpcds_q47/datafusion:vortex-compact	143955563	140124093	1.03
tpcds_q48/datafusion:vortex-compact 🚨	100378800	88297352	1.14
tpcds_q49/datafusion:vortex-compact	84017575	84633401	0.99
tpcds_q50/datafusion:vortex-compact	57788142	53990108	1.07
tpcds_q51/datafusion:vortex-compact	82655961	79644269	1.04
tpcds_q52/datafusion:vortex-compact	17502277	17259909	1.01
tpcds_q53/datafusion:vortex-compact	30715139	28394987	1.08
tpcds_q54/datafusion:vortex-compact	45244139	45821829	0.99
tpcds_q55/datafusion:vortex-compact 🚀	16834771	18872686	0.89
tpcds_q56/datafusion:vortex-compact	40707062	39340725	1.03
tpcds_q57/datafusion:vortex-compact	108300933	111741297	0.97
tpcds_q58/datafusion:vortex-compact	68870016	67623000	1.02
tpcds_q59/datafusion:vortex-compact	62223504	62715258	0.99
tpcds_q60/datafusion:vortex-compact	39041838	38986605	1.00
tpcds_q61/datafusion:vortex-compact	47246492	48382281	0.98
tpcds_q62/datafusion:vortex-compact	28105487	27164953	1.03
tpcds_q63/datafusion:vortex-compact	29085860	28872055	1.01
tpcds_q64/datafusion:vortex-compact	503205324	528442680	0.95
tpcds_q65/datafusion:vortex-compact	82891724	83956258	0.99
tpcds_q66/datafusion:vortex-compact	82998407	82347522	1.01
tpcds_q67/datafusion:vortex-compact	120399232	117256330	1.03
tpcds_q68/datafusion:vortex-compact 🚨	52751298	45878847	1.15
tpcds_q69/datafusion:vortex-compact	52053745	51049482	1.02
tpcds_q70/datafusion:vortex-compact	116122392	117329331	0.99
tpcds_q71/datafusion:vortex-compact	29504199	30630788	0.96
tpcds_q72/datafusion:vortex-compact	1488017588	1508091169	0.99
tpcds_q73/datafusion:vortex-compact	34104185	35112656	0.97
tpcds_q74/datafusion:vortex-compact	87972509	87933384	1.00
tpcds_q75/datafusion:vortex-compact	151131423	150863546	1.00
tpcds_q76/datafusion:vortex-compact	48522631	48048383	1.01
tpcds_q77/datafusion:vortex-compact	50844739	50188231	1.01
tpcds_q78/datafusion:vortex-compact	131253375	132983766	0.99
tpcds_q79/datafusion:vortex-compact	39771346	39352207	1.01
tpcds_q80/datafusion:vortex-compact	111660766	107407362	1.04
tpcds_q81/datafusion:vortex-compact	34015054	33130241	1.03
tpcds_q82/datafusion:vortex-compact	26166268	26217198	1.00
tpcds_q83/datafusion:vortex-compact	43097827	43540037	0.99
tpcds_q84/datafusion:vortex-compact	14465886	14518612	1.00
tpcds_q85/datafusion:vortex-compact	166909584	159740042	1.04
tpcds_q86/datafusion:vortex-compact	19978897	20626117	0.97
tpcds_q87/datafusion:vortex-compact	51933951	54392906	0.95
tpcds_q88/datafusion:vortex-compact	83734901	81383813	1.03
tpcds_q89/datafusion:vortex-compact	33946172	32435161	1.05
tpcds_q90/datafusion:vortex-compact	16539792	16470412	1.00
tpcds_q91/datafusion:vortex-compact	41271039	42317901	0.98
tpcds_q92/datafusion:vortex-compact	21603877	21125228	1.02
tpcds_q93/datafusion:vortex-compact	40574717	37394533	1.09
tpcds_q94/datafusion:vortex-compact	28274462	28480152	0.99
tpcds_q95/datafusion:vortex-compact	67993702	69881649	0.97
tpcds_q96/datafusion:vortex-compact	17020318	18040978	0.94
tpcds_q97/datafusion:vortex-compact	35187790	34148033	1.03
tpcds_q98/datafusion:vortex-compact	30883165	30679650	1.01
tpcds_q99/datafusion:vortex-compact	31624540	29412446	1.08

datafusion / parquet / ns (1.003x ➖, 1↑ 0↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	30696966	30148809	1.02
tpcds_q02/datafusion:parquet	52906356	52916850	1.00
tpcds_q03/datafusion:parquet	17199459	17076163	1.01
tpcds_q04/datafusion:parquet	336767881	338590415	0.99
tpcds_q05/datafusion:parquet	81696981	77443091	1.05
tpcds_q06/datafusion:parquet	31080015	30466482	1.02
tpcds_q07/datafusion:parquet	100106799	98626545	1.02
tpcds_q08/datafusion:parquet	37962181	37809836	1.00
tpcds_q09/datafusion:parquet	38349103	36009411	1.06
tpcds_q10/datafusion:parquet	88816276	89992766	0.99
tpcds_q11/datafusion:parquet	162915799	167868247	0.97
tpcds_q12/datafusion:parquet	22129673	23917042	0.93
tpcds_q13/datafusion:parquet	95479823	97168397	0.98
tpcds_q14/datafusion:parquet	267818102	279729952	0.96
tpcds_q15/datafusion:parquet	36849066	37504689	0.98
tpcds_q16/datafusion:parquet	47130044	47340479	1.00
tpcds_q17/datafusion:parquet	108276698	107975021	1.00
tpcds_q18/datafusion:parquet	133578913	135223918	0.99
tpcds_q19/datafusion:parquet	28848687	28481557	1.01
tpcds_q20/datafusion:parquet	23830471	24157596	0.99
tpcds_q21/datafusion:parquet	22299609	21855911	1.02
tpcds_q22/datafusion:parquet 🚀	104671337	128941720	0.81
tpcds_q23/datafusion:parquet	173274560	178095475	0.97
tpcds_q24/datafusion:parquet	138695353	134197479	1.03
tpcds_q25/datafusion:parquet	105743237	106216369	1.00
tpcds_q26/datafusion:parquet	84628947	88836013	0.95
tpcds_q27/datafusion:parquet	160189844	160180082	1.00
tpcds_q28/datafusion:parquet	42097117	41416364	1.02
tpcds_q29/datafusion:parquet	106862508	108604894	0.98
tpcds_q30/datafusion:parquet	44885427	43783814	1.03
tpcds_q31/datafusion:parquet	93436636	93622884	1.00
tpcds_q32/datafusion:parquet	23932329	23328475	1.03
tpcds_q33/datafusion:parquet	37583137	38110965	0.99
tpcds_q34/datafusion:parquet	29697007	29638404	1.00
tpcds_q35/datafusion:parquet	93997245	94351186	1.00
tpcds_q36/datafusion:parquet	69724019	68929837	1.01
tpcds_q37/datafusion:parquet	24927659	24307052	1.03
tpcds_q38/datafusion:parquet	58588944	57250364	1.02
tpcds_q39/datafusion:parquet	82969342	81761095	1.01
tpcds_q40/datafusion:parquet	35025556	34621652	1.01
tpcds_q41/datafusion:parquet	19881662	19146671	1.04
tpcds_q42/datafusion:parquet	16648378	16092774	1.03
tpcds_q43/datafusion:parquet	23679400	22706921	1.04
tpcds_q44/datafusion:parquet	39912759	42369176	0.94
tpcds_q45/datafusion:parquet	44255995	45450119	0.97
tpcds_q46/datafusion:parquet	44533714	41428429	1.07
tpcds_q47/datafusion:parquet	149264930	150455437	0.99
tpcds_q48/datafusion:parquet	88563238	86775086	1.02
tpcds_q49/datafusion:parquet	79092592	76303739	1.04
tpcds_q50/datafusion:parquet	76696556	75059897	1.02
tpcds_q51/datafusion:parquet	82838441	82740630	1.00
tpcds_q52/datafusion:parquet	16533213	17303763	0.96
tpcds_q53/datafusion:parquet	24849109	25395755	0.98
tpcds_q54/datafusion:parquet	50411200	46514980	1.08
tpcds_q55/datafusion:parquet	16016672	16154735	0.99
tpcds_q56/datafusion:parquet	36638050	36907732	0.99
tpcds_q57/datafusion:parquet	123691071	131853933	0.94
tpcds_q58/datafusion:parquet	82595159	82547405	1.00
tpcds_q59/datafusion:parquet	77153172	75682394	1.02
tpcds_q60/datafusion:parquet	36558803	37970843	0.96
tpcds_q61/datafusion:parquet	44726220	45931543	0.97
tpcds_q62/datafusion:parquet	29184080	27947023	1.04
tpcds_q63/datafusion:parquet	24715275	25109018	0.98
tpcds_q64/datafusion:parquet	362087507	362311853	1.00
tpcds_q65/datafusion:parquet	49354987	48453294	1.02
tpcds_q66/datafusion:parquet	89395713	81396247	1.10
tpcds_q67/datafusion:parquet	144230206	142931823	1.01
tpcds_q68/datafusion:parquet	41458653	41075595	1.01
tpcds_q69/datafusion:parquet	87810321	82833709	1.06
tpcds_q70/datafusion:parquet	45066417	44752519	1.01
tpcds_q71/datafusion:parquet	27434358	26464489	1.04
tpcds_q72/datafusion:parquet	446302502	439182740	1.02
tpcds_q73/datafusion:parquet	28221318	28485999	0.99
tpcds_q74/datafusion:parquet	106536392	103624296	1.03
tpcds_q75/datafusion:parquet	174203006	178491573	0.98
tpcds_q76/datafusion:parquet	57616643	57929131	0.99
tpcds_q77/datafusion:parquet	56925671	56690598	1.00
tpcds_q78/datafusion:parquet	128418253	127789675	1.00
tpcds_q79/datafusion:parquet	34075200	34360172	0.99
tpcds_q80/datafusion:parquet	101157106	97898723	1.03
tpcds_q81/datafusion:parquet	39230347	39197801	1.00
tpcds_q82/datafusion:parquet	24003833	23364837	1.03
tpcds_q83/datafusion:parquet	58502617	55574219	1.05
tpcds_q84/datafusion:parquet	48249588	49284818	0.98
tpcds_q85/datafusion:parquet	197966053	194292700	1.02
tpcds_q86/datafusion:parquet	20986129	20850733	1.01
tpcds_q87/datafusion:parquet	61408091	59626802	1.03
tpcds_q88/datafusion:parquet	58698792	60917180	0.96
tpcds_q89/datafusion:parquet	30500222	30250198	1.01
tpcds_q90/datafusion:parquet	19262639	19126963	1.01
tpcds_q91/datafusion:parquet	64669964	65278624	0.99
tpcds_q92/datafusion:parquet	25086739	24607282	1.02
tpcds_q93/datafusion:parquet	37960965	39369186	0.96
tpcds_q94/datafusion:parquet	31155473	30482685	1.02
tpcds_q95/datafusion:parquet	89091851	89094956	1.00
tpcds_q96/datafusion:parquet	16805166	16073628	1.05
tpcds_q97/datafusion:parquet	40364065	39346790	1.03
tpcds_q98/datafusion:parquet	27238156	27319329	1.00
tpcds_q99/datafusion:parquet	34233611	35181476	0.97

duckdb / vortex-file-compressed / ns (1.026x ➖, 2↑ 10↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	28531795	27316354	1.04
tpcds_q02/duckdb:vortex-file-compressed	30977648	29120409	1.06
tpcds_q03/duckdb:vortex-file-compressed	23683123	23752987	1.00
tpcds_q04/duckdb:vortex-file-compressed	101308209	98396882	1.03
tpcds_q05/duckdb:vortex-file-compressed	41243526	38673137	1.07
tpcds_q06/duckdb:vortex-file-compressed	52790587	53694057	0.98
tpcds_q07/duckdb:vortex-file-compressed	34434964	35656555	0.97
tpcds_q08/duckdb:vortex-file-compressed	35510405	35015969	1.01
tpcds_q09/duckdb:vortex-file-compressed	18069549	16469092	1.10
tpcds_q10/duckdb:vortex-file-compressed	54545316	53472088	1.02
tpcds_q11/duckdb:vortex-file-compressed	80918620	74673730	1.08
tpcds_q12/duckdb:vortex-file-compressed	18604656	18861441	0.99
tpcds_q13/duckdb:vortex-file-compressed	41887407	39937685	1.05
tpcds_q14/duckdb:vortex-file-compressed	121036027	115455235	1.05
tpcds_q15/duckdb:vortex-file-compressed	35960338	34940844	1.03
tpcds_q16/duckdb:vortex-file-compressed 🚨	36695246	32490032	1.13
tpcds_q17/duckdb:vortex-file-compressed	55331234	58756257	0.94
tpcds_q18/duckdb:vortex-file-compressed	51896718	51141633	1.01
tpcds_q19/duckdb:vortex-file-compressed	43388086	41837786	1.04
tpcds_q20/duckdb:vortex-file-compressed 🚀	17842652	19973581	0.89
tpcds_q21/duckdb:vortex-file-compressed	22285800	22951976	0.97
tpcds_q22/duckdb:vortex-file-compressed	62774399	66414989	0.95
tpcds_q23/duckdb:vortex-file-compressed	82291977	82240212	1.00
tpcds_q24/duckdb:vortex-file-compressed	52327662	49763835	1.05
tpcds_q25/duckdb:vortex-file-compressed	51420872	52282237	0.98
tpcds_q26/duckdb:vortex-file-compressed	24128925	22109731	1.09
tpcds_q27/duckdb:vortex-file-compressed	33519589	33285052	1.01
tpcds_q28/duckdb:vortex-file-compressed 🚨	18475635	15593959	1.18
tpcds_q29/duckdb:vortex-file-compressed	56585499	56451421	1.00
tpcds_q30/duckdb:vortex-file-compressed	36746374	36272289	1.01
tpcds_q31/duckdb:vortex-file-compressed	37642322	34276757	1.10
tpcds_q32/duckdb:vortex-file-compressed	18977544	19920263	0.95
tpcds_q33/duckdb:vortex-file-compressed	33101393	34877067	0.95
tpcds_q34/duckdb:vortex-file-compressed	31238230	31086000	1.00
tpcds_q35/duckdb:vortex-file-compressed	86947664	88612229	0.98
tpcds_q36/duckdb:vortex-file-compressed	33513952	30804329	1.09
tpcds_q37/duckdb:vortex-file-compressed	27808047	26298485	1.06
tpcds_q38/duckdb:vortex-file-compressed	42463361	41886063	1.01
tpcds_q39/duckdb:vortex-file-compressed	37273726	35217730	1.06
tpcds_q40/duckdb:vortex-file-compressed	24717601	25067267	0.99
tpcds_q41/duckdb:vortex-file-compressed 🚨	20219260	14409891	1.40
tpcds_q42/duckdb:vortex-file-compressed	20908466	19334584	1.08
tpcds_q43/duckdb:vortex-file-compressed 🚨	23530738	21043457	1.12
tpcds_q44/duckdb:vortex-file-compressed 🚨	30340174	27302240	1.11
tpcds_q45/duckdb:vortex-file-compressed	39101398	36195379	1.08
tpcds_q46/duckdb:vortex-file-compressed	39977376	42852412	0.93
tpcds_q47/duckdb:vortex-file-compressed	61248632	56967680	1.08
tpcds_q48/duckdb:vortex-file-compressed	41159520	39230333	1.05
tpcds_q49/duckdb:vortex-file-compressed	44340623	48564636	0.91
tpcds_q50/duckdb:vortex-file-compressed	35317708	38315539	0.92
tpcds_q51/duckdb:vortex-file-compressed	108592584	111451135	0.97
tpcds_q52/duckdb:vortex-file-compressed 🚨	20886899	17856183	1.17
tpcds_q53/duckdb:vortex-file-compressed 🚨	31906389	28941195	1.10
tpcds_q54/duckdb:vortex-file-compressed	47272878	47668765	0.99
tpcds_q55/duckdb:vortex-file-compressed	17494349	17051100	1.03
tpcds_q56/duckdb:vortex-file-compressed	33846262	34004532	1.00
tpcds_q57/duckdb:vortex-file-compressed	46413085	42522951	1.09
tpcds_q58/duckdb:vortex-file-compressed 🚨	43841870	39832936	1.10
tpcds_q59/duckdb:vortex-file-compressed	41166922	40185332	1.02
tpcds_q60/duckdb:vortex-file-compressed 🚨	39797108	35380037	1.12
tpcds_q61/duckdb:vortex-file-compressed	41405235	39298837	1.05
tpcds_q62/duckdb:vortex-file-compressed	22292633	20352465	1.10
tpcds_q63/duckdb:vortex-file-compressed 🚨	29189280	26270298	1.11
tpcds_q64/duckdb:vortex-file-compressed	119922149	117194199	1.02
tpcds_q65/duckdb:vortex-file-compressed	28801013	27582850	1.04
tpcds_q66/duckdb:vortex-file-compressed	39091953	40054709	0.98
tpcds_q67/duckdb:vortex-file-compressed	131264186	135901537	0.97
tpcds_q68/duckdb:vortex-file-compressed	41224709	40780716	1.01
tpcds_q69/duckdb:vortex-file-compressed	60293410	59228744	1.02
tpcds_q70/duckdb:vortex-file-compressed	46168231	44506699	1.04
tpcds_q71/duckdb:vortex-file-compressed	25667672	25694828	1.00
tpcds_q72/duckdb:vortex-file-compressed	154599432	156024073	0.99
tpcds_q73/duckdb:vortex-file-compressed	32867220	32315819	1.02
tpcds_q74/duckdb:vortex-file-compressed	54431558	51691346	1.05
tpcds_q75/duckdb:vortex-file-compressed	60932626	58457483	1.04
tpcds_q76/duckdb:vortex-file-compressed	26970852	26595672	1.01
tpcds_q77/duckdb:vortex-file-compressed	31356708	33717859	0.93
tpcds_q78/duckdb:vortex-file-compressed	77777410	81143202	0.96
tpcds_q79/duckdb:vortex-file-compressed	33984600	34785041	0.98
tpcds_q80/duckdb:vortex-file-compressed	60765479	55923418	1.09
tpcds_q81/duckdb:vortex-file-compressed	43789176	43028286	1.02
tpcds_q82/duckdb:vortex-file-compressed	56092885	57144936	0.98
tpcds_q83/duckdb:vortex-file-compressed	42985293	44104096	0.97
tpcds_q84/duckdb:vortex-file-compressed	28879219	30049369	0.96
tpcds_q85/duckdb:vortex-file-compressed	58500612	56024745	1.04
tpcds_q86/duckdb:vortex-file-compressed	21084922	22426940	0.94
tpcds_q87/duckdb:vortex-file-compressed	50731964	48667186	1.04
tpcds_q88/duckdb:vortex-file-compressed	69346916	63061881	1.10
tpcds_q89/duckdb:vortex-file-compressed 🚀	27027507	30136602	0.90
tpcds_q90/duckdb:vortex-file-compressed	20661543	18868282	1.10
tpcds_q91/duckdb:vortex-file-compressed	34614181	34496753	1.00
tpcds_q92/duckdb:vortex-file-compressed	26032094	25058219	1.04
tpcds_q93/duckdb:vortex-file-compressed	30677085	29935556	1.02
tpcds_q94/duckdb:vortex-file-compressed	36139043	36769357	0.98
tpcds_q95/duckdb:vortex-file-compressed	154205694	150568113	1.02
tpcds_q96/duckdb:vortex-file-compressed	18536214	17901338	1.04
tpcds_q97/duckdb:vortex-file-compressed	46228939	44488818	1.04
tpcds_q98/duckdb:vortex-file-compressed	25783887	25614547	1.01
tpcds_q99/duckdb:vortex-file-compressed	25926754	27592839	0.94

duckdb / vortex-compact / ns (1.011x ➖, 2↑ 5↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	32180441	29726422	1.08
tpcds_q02/duckdb:vortex-compact	30858443	29445014	1.05
tpcds_q03/duckdb:vortex-compact	43899394	44664405	0.98
tpcds_q04/duckdb:vortex-compact	105337826	97800659	1.08
tpcds_q05/duckdb:vortex-compact 🚨	52905477	48013588	1.10
tpcds_q06/duckdb:vortex-compact	58670698	61509430	0.95
tpcds_q07/duckdb:vortex-compact	51582869	54302077	0.95
tpcds_q08/duckdb:vortex-compact	98952771	94791512	1.04
tpcds_q09/duckdb:vortex-compact 🚨	25028553	22406761	1.12
tpcds_q10/duckdb:vortex-compact	91166005	87197085	1.05
tpcds_q11/duckdb:vortex-compact	82458754	81973625	1.01
tpcds_q12/duckdb:vortex-compact	22963159	22964317	1.00
tpcds_q13/duckdb:vortex-compact	74227784	75623911	0.98
tpcds_q14/duckdb:vortex-compact	131329908	133355784	0.98
tpcds_q15/duckdb:vortex-compact	40904794	41531919	0.98
tpcds_q16/duckdb:vortex-compact	43279942	44101876	0.98
tpcds_q17/duckdb:vortex-compact	88047045	87090101	1.01
tpcds_q18/duckdb:vortex-compact	65574457	69352128	0.95
tpcds_q19/duckdb:vortex-compact	64534326	64630217	1.00
tpcds_q20/duckdb:vortex-compact	22251849	22227038	1.00
tpcds_q21/duckdb:vortex-compact	24763471	24703715	1.00
tpcds_q22/duckdb:vortex-compact	66689115	69617241	0.96
tpcds_q23/duckdb:vortex-compact	96569349	93883413	1.03
tpcds_q24/duckdb:vortex-compact	71119704	69764738	1.02
tpcds_q25/duckdb:vortex-compact	76896122	78401233	0.98
tpcds_q26/duckdb:vortex-compact	38272209	39086916	0.98
tpcds_q27/duckdb:vortex-compact	63386010	61463353	1.03
tpcds_q28/duckdb:vortex-compact	22634531	20715948	1.09
tpcds_q29/duckdb:vortex-compact	84322773	83757237	1.01
tpcds_q30/duckdb:vortex-compact	42338008	40166931	1.05
tpcds_q31/duckdb:vortex-compact	46140422	46813492	0.99
tpcds_q32/duckdb:vortex-compact	24196757	26208518	0.92
tpcds_q33/duckdb:vortex-compact	46902948	45400014	1.03
tpcds_q34/duckdb:vortex-compact	49192519	47833031	1.03
tpcds_q35/duckdb:vortex-compact	113929219	114657638	0.99
tpcds_q36/duckdb:vortex-compact	45005387	43778203	1.03
tpcds_q37/duckdb:vortex-compact	27549008	28092529	0.98
tpcds_q38/duckdb:vortex-compact	49681197	52300668	0.95
tpcds_q39/duckdb:vortex-compact	37548053	36538854	1.03
tpcds_q40/duckdb:vortex-compact	26304040	27217594	0.97
tpcds_q41/duckdb:vortex-compact 🚨	21191406	15584543	1.36
tpcds_q42/duckdb:vortex-compact	25689052	23620328	1.09
tpcds_q43/duckdb:vortex-compact	35223179	34615288	1.02
tpcds_q44/duckdb:vortex-compact	32789183	33000677	0.99
tpcds_q45/duckdb:vortex-compact	46396218	44494119	1.04
tpcds_q46/duckdb:vortex-compact	65211825	64588278	1.01
tpcds_q47/duckdb:vortex-compact	70712281	68004218	1.04
tpcds_q48/duckdb:vortex-compact	66259486	69498913	0.95
tpcds_q49/duckdb:vortex-compact	56708775	56672770	1.00
tpcds_q50/duckdb:vortex-compact	56603838	55864423	1.01
tpcds_q51/duckdb:vortex-compact 🚀	107059990	141571250	0.76
tpcds_q52/duckdb:vortex-compact	24244848	23848684	1.02
tpcds_q53/duckdb:vortex-compact	43598174	42501280	1.03
tpcds_q54/duckdb:vortex-compact	57626868	54045283	1.07
tpcds_q55/duckdb:vortex-compact	26019290	25391578	1.02
tpcds_q56/duckdb:vortex-compact	45132038	47539270	0.95
tpcds_q57/duckdb:vortex-compact	49437826	49289534	1.00
tpcds_q58/duckdb:vortex-compact	48067556	47386362	1.01
tpcds_q59/duckdb:vortex-compact	48899827	49019556	1.00
tpcds_q60/duckdb:vortex-compact 🚨	51347412	46327854	1.11
tpcds_q61/duckdb:vortex-compact	64921585	62670760	1.04
tpcds_q62/duckdb:vortex-compact	23816117	22246788	1.07
tpcds_q63/duckdb:vortex-compact	41174509	42461846	0.97
tpcds_q64/duckdb:vortex-compact	165836871	163114765	1.02
tpcds_q65/duckdb:vortex-compact	37929219	37290359	1.02
tpcds_q66/duckdb:vortex-compact	48654540	46640896	1.04
tpcds_q67/duckdb:vortex-compact	148072856	142512195	1.04
tpcds_q68/duckdb:vortex-compact	64313386	62430057	1.03
tpcds_q69/duckdb:vortex-compact	90738310	91327202	0.99
tpcds_q70/duckdb:vortex-compact	65058913	63624183	1.02
tpcds_q71/duckdb:vortex-compact	37965498	37729175	1.01
tpcds_q72/duckdb:vortex-compact	171866676	166155802	1.03
tpcds_q73/duckdb:vortex-compact	46457354	47973301	0.97
tpcds_q74/duckdb:vortex-compact	60082211	58066790	1.03
tpcds_q75/duckdb:vortex-compact	76045122	73341007	1.04
tpcds_q76/duckdb:vortex-compact	30915126	30374845	1.02
tpcds_q77/duckdb:vortex-compact	46879466	44303468	1.06
tpcds_q78/duckdb:vortex-compact	89250112	92244682	0.97
tpcds_q79/duckdb:vortex-compact	76519117	75434204	1.01
tpcds_q80/duckdb:vortex-compact 🚀	71629710	80282308	0.89
tpcds_q81/duckdb:vortex-compact	44454204	44639919	1.00
tpcds_q82/duckdb:vortex-compact	60514909	60565849	1.00
tpcds_q83/duckdb:vortex-compact	49693703	52114156	0.95
tpcds_q84/duckdb:vortex-compact 🚨	34883707	28358690	1.23
tpcds_q85/duckdb:vortex-compact	78080149	80630455	0.97
tpcds_q86/duckdb:vortex-compact	21930912	24306457	0.90
tpcds_q87/duckdb:vortex-compact	58576377	57800896	1.01
tpcds_q88/duckdb:vortex-compact	115887798	113091792	1.02
tpcds_q89/duckdb:vortex-compact	41447477	42005529	0.99
tpcds_q90/duckdb:vortex-compact	22443399	20407094	1.10
tpcds_q91/duckdb:vortex-compact	74637750	70844355	1.05
tpcds_q92/duckdb:vortex-compact	43088334	41262694	1.04
tpcds_q93/duckdb:vortex-compact	35638194	36196088	0.98
tpcds_q94/duckdb:vortex-compact	45153858	41529287	1.09
tpcds_q95/duckdb:vortex-compact	162041962	162116186	1.00
tpcds_q96/duckdb:vortex-compact	37492847	40707467	0.92
tpcds_q97/duckdb:vortex-compact	48982377	53117715	0.92
tpcds_q98/duckdb:vortex-compact	32783400	32768969	1.00
tpcds_q99/duckdb:vortex-compact	31156009	30254217	1.03

duckdb / parquet / ns (1.003x ➖, 4↑ 4↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	32068801	31335032	1.02
tpcds_q02/duckdb:parquet 🚨	24432677	21734561	1.12
tpcds_q03/duckdb:parquet	12405536	12391500	1.00
tpcds_q04/duckdb:parquet	198856077	197182240	1.01
tpcds_q05/duckdb:parquet	32886462	32570167	1.01
tpcds_q06/duckdb:parquet	35662464	35097829	1.02
tpcds_q07/duckdb:parquet	23134618	22077571	1.05
tpcds_q08/duckdb:parquet	32776741	32410878	1.01
tpcds_q09/duckdb:parquet	30425213	30528012	1.00
tpcds_q10/duckdb:parquet	42338122	41214776	1.03
tpcds_q11/duckdb:parquet	102312962	101842266	1.00
tpcds_q12/duckdb:parquet	17525408	17796593	0.98
tpcds_q13/duckdb:parquet 🚀	33784270	39416453	0.86
tpcds_q14/duckdb:parquet	103589104	102270545	1.01
tpcds_q15/duckdb:parquet	35019942	35551455	0.99
tpcds_q16/duckdb:parquet	27358927	27293422	1.00
tpcds_q17/duckdb:parquet	45359023	44981318	1.01
tpcds_q18/duckdb:parquet	56485021	54984626	1.03
tpcds_q19/duckdb:parquet	34344482	33752543	1.02
tpcds_q20/duckdb:parquet	19029726	19344926	0.98
tpcds_q21/duckdb:parquet	13980137	14109103	0.99
tpcds_q22/duckdb:parquet	63353215	59203012	1.07
tpcds_q23/duckdb:parquet 🚨	71575888	64672746	1.11
tpcds_q24/duckdb:parquet	48092397	48325358	1.00
tpcds_q25/duckdb:parquet	41623659	41996334	0.99
tpcds_q26/duckdb:parquet	43634074	43424992	1.00
tpcds_q27/duckdb:parquet	53511820	54874628	0.98
tpcds_q28/duckdb:parquet	28938641	29680993	0.97
tpcds_q29/duckdb:parquet	42914190	43125281	1.00
tpcds_q30/duckdb:parquet	43438412	45059506	0.96
tpcds_q31/duckdb:parquet	28565207	28155398	1.01
tpcds_q32/duckdb:parquet	14675279	15100246	0.97
tpcds_q33/duckdb:parquet	23086645	23579228	0.98
tpcds_q34/duckdb:parquet	21814141	21928536	0.99
tpcds_q35/duckdb:parquet	67280033	67699512	0.99
tpcds_q36/duckdb:parquet	22153158	22143258	1.00
tpcds_q37/duckdb:parquet	18155904	17462125	1.04
tpcds_q38/duckdb:parquet	40447414	41411042	0.98
tpcds_q39/duckdb:parquet	37524808	38190967	0.98
tpcds_q40/duckdb:parquet	22964589	22857869	1.00
tpcds_q41/duckdb:parquet	10928216	10679970	1.02
tpcds_q42/duckdb:parquet 🚨	13559299	11583914	1.17
tpcds_q43/duckdb:parquet	18987849	18914314	1.00
tpcds_q44/duckdb:parquet	24439710	24451190	1.00
tpcds_q45/duckdb:parquet	32718724	33542540	0.98
tpcds_q46/duckdb:parquet	50252102	49537223	1.01
tpcds_q47/duckdb:parquet	48554357	47377603	1.02
tpcds_q48/duckdb:parquet	29526167	30783826	0.96
tpcds_q49/duckdb:parquet	28170073	28663843	0.98
tpcds_q50/duckdb:parquet 🚨	29727236	24459330	1.22
tpcds_q51/duckdb:parquet	101217958	94810760	1.07
tpcds_q52/duckdb:parquet 🚀	11993480	13415984	0.89
tpcds_q53/duckdb:parquet 🚀	15971681	18104596	0.88
tpcds_q54/duckdb:parquet	30117201	31062306	0.97
tpcds_q55/duckdb:parquet	11811012	12031023	0.98
tpcds_q56/duckdb:parquet	25825558	24909714	1.04
tpcds_q57/duckdb:parquet	42393838	42573586	1.00
tpcds_q58/duckdb:parquet	28058448	28909466	0.97
tpcds_q59/duckdb:parquet	29562678	29783694	0.99
tpcds_q60/duckdb:parquet	26609994	25877898	1.03
tpcds_q61/duckdb:parquet	33967837	31596457	1.08
tpcds_q62/duckdb:parquet	14322442	14231943	1.01
tpcds_q63/duckdb:parquet	17414304	17185492	1.01
tpcds_q64/duckdb:parquet	81892705	83931472	0.98
tpcds_q65/duckdb:parquet	22847287	21602898	1.06
tpcds_q66/duckdb:parquet	34651016	34741052	1.00
tpcds_q67/duckdb:parquet	129867453	124354856	1.04
tpcds_q68/duckdb:parquet	39556681	39602879	1.00
tpcds_q69/duckdb:parquet	42582588	42528822	1.00
tpcds_q70/duckdb:parquet 🚀	27473633	30618083	0.90
tpcds_q71/duckdb:parquet	21207578	21006510	1.01
tpcds_q72/duckdb:parquet	120681890	121319348	0.99
tpcds_q73/duckdb:parquet	18142466	18174666	1.00
tpcds_q74/duckdb:parquet	145962407	146049662	1.00
tpcds_q75/duckdb:parquet	60533014	60341903	1.00
tpcds_q76/duckdb:parquet	19638305	18877853	1.04
tpcds_q77/duckdb:parquet	24636639	25428462	0.97
tpcds_q78/duckdb:parquet	78108782	77698453	1.01
tpcds_q79/duckdb:parquet	28697820	27784255	1.03
tpcds_q80/duckdb:parquet	46259419	47255391	0.98
tpcds_q81/duckdb:parquet	41017194	41046983	1.00
tpcds_q82/duckdb:parquet	18489716	19877688	0.93
tpcds_q83/duckdb:parquet	21890032	22198998	0.99
tpcds_q84/duckdb:parquet	24385412	23830350	1.02
tpcds_q85/duckdb:parquet	47869911	47955274	1.00
tpcds_q86/duckdb:parquet	15191065	14652392	1.04
tpcds_q87/duckdb:parquet	42993910	43127593	1.00
tpcds_q88/duckdb:parquet	43192073	42930240	1.01
tpcds_q89/duckdb:parquet	17926943	17686325	1.01
tpcds_q90/duckdb:parquet	9716047	9598008	1.01
tpcds_q91/duckdb:parquet	27493174	27134928	1.01
tpcds_q92/duckdb:parquet	15577451	15525269	1.00
tpcds_q93/duckdb:parquet	31369391	30636240	1.02
tpcds_q94/duckdb:parquet	21759063	21715168	1.00
tpcds_q95/duckdb:parquet	137239096	137898280	1.00
tpcds_q96/duckdb:parquet	10111853	11078578	0.91
tpcds_q97/duckdb:parquet	39554523	39724793	1.00
tpcds_q98/duckdb:parquet	21454492	21198139	1.01
tpcds_q99/duckdb:parquet	23908616	23574530	1.01

No file size changes detected.

github-actions · 2026-08-07T14:30:30Z

Benchmarks: PolarSignals Profiling 📖

Vortex (geomean): 0.978x ➖

datafusion / vortex-file-compressed / ns (0.978x ➖, 1↑ 0↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	128440241	132948233	0.97
polarsignals_q01/datafusion:vortex-file-compressed	163561968	162425236	1.01
polarsignals_q02/datafusion:vortex-file-compressed	21864697	20477308	1.07
polarsignals_q03/datafusion:vortex-file-compressed	165633462	163853248	1.01
polarsignals_q04/datafusion:vortex-file-compressed	10690456	11449116	0.93
polarsignals_q05/datafusion:vortex-file-compressed	13760227	13292317	1.04
polarsignals_q06/datafusion:vortex-file-compressed	22012967	23705284	0.93
polarsignals_q07/datafusion:vortex-file-compressed	12054904	11875896	1.02
polarsignals_q08/datafusion:vortex-file-compressed	275772355	275495847	1.00
polarsignals_q09/datafusion:vortex-file-compressed 🚀	11104631	13336991	0.83

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

File	Scale	Format	Base	HEAD	Change	%
stacktraces.vortex	1000000	vortex-file-compressed	685.81 MB	685.83 MB	+21.34 KB	+0.0%

Totals:

vortex-file-compressed: 685.81 MB → 685.83 MB (+0.0%)

github-actions · 2026-08-07T14:33:31Z

Benchmarks: Appian on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Engines: DataFusion No clear signal (+0.1%, low confidence) · DuckDB No clear signal (-0.8%, low confidence)
Vortex (geomean): 0.997x ➖
Parquet (geomean): 1.000x ➖
Shifts: Parquet (control) +0.0% · Median polish -0.1%

How to read Verdict and Engines

Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.

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

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
appian_q01/datafusion:vortex-compact	101438007	100929497	1.01
appian_q02/datafusion:vortex-compact	472066625	467483223	1.01
appian_q03/datafusion:vortex-compact	285341131	278467728	1.02
appian_q04/datafusion:vortex-compact	13560619741	13536582650	1.00
appian_q05/datafusion:vortex-compact	224569432	231269596	0.97
appian_q06/datafusion:vortex-compact	274837614	269702676	1.02
appian_q07/datafusion:vortex-compact	356051615	357744003	1.00
appian_q08/datafusion:vortex-compact	1398393973	1436085341	0.97

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

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
appian_q01/datafusion:parquet	133382301	134525462	0.99
appian_q02/datafusion:parquet	593652397	598124212	0.99
appian_q03/datafusion:parquet	302596652	307741719	0.98
appian_q04/datafusion:parquet	13708403379	13672457744	1.00
appian_q05/datafusion:parquet	311455413	308081289	1.01
appian_q06/datafusion:parquet	309263004	303474770	1.02
appian_q07/datafusion:parquet	433318420	437169309	0.99
appian_q08/datafusion:parquet	1537955176	1541816819	1.00

duckdb / vortex-compact / ns (0.994x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
appian_q01/duckdb:vortex-compact	149098696	158078743	0.94
appian_q02/duckdb:vortex-compact	410879345	402447768	1.02
appian_q03/duckdb:vortex-compact	261942317	261110563	1.00
appian_q04/duckdb:vortex-compact	1599934253	1600179221	1.00
appian_q05/duckdb:vortex-compact	249639700	251784371	0.99
appian_q06/duckdb:vortex-compact	1003674250	1027059807	0.98
appian_q07/duckdb:vortex-compact	293219434	288161889	1.02
appian_q08/duckdb:vortex-compact	922408179	919489337	1.00

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

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
appian_q01/duckdb:parquet	159877484	157362049	1.02
appian_q02/duckdb:parquet	359657492	355216318	1.01
appian_q03/duckdb:parquet	218129948	220961664	0.99
appian_q04/duckdb:parquet	1487234430	1482135663	1.00
appian_q05/duckdb:parquet	242515348	247700098	0.98
appian_q06/duckdb:parquet	983053979	956188968	1.03
appian_q07/duckdb:parquet	265987183	268002731	0.99
appian_q08/duckdb:parquet	786144823	786076827	1.00

File Size Changes (10 files changed, -63.8% overall, 0↑ 10↓)

File	Scale	Format	Base	Change	%
addressview.vortex	1.0	vortex-file-compressed	34.61 MB	34.61 MB	-100.0%
categoryview.vortex	1.0	vortex-file-compressed	19.91 KB	19.91 KB	-100.0%
creditcardview.vortex	1.0	vortex-file-compressed	59.15 MB	59.15 MB	-100.0%
customerview.vortex	1.0	vortex-file-compressed	19.98 MB	19.98 MB	-100.0%
duckdb.db	1.0	vortex-file-compressed	268.00 KB	268.00 KB	-100.0%
orderitemnovelty_update.vortex	1.0	vortex-file-compressed	11.95 KB	11.95 KB	-100.0%
orderitemview.vortex	1.0	vortex-file-compressed	265.21 MB	265.21 MB	-100.0%
orderview.vortex	1.0	vortex-file-compressed	78.51 MB	78.51 MB	-100.0%
productview.vortex	1.0	vortex-file-compressed	19.78 KB	19.78 KB	-100.0%
taxrecordview.vortex	1.0	vortex-file-compressed	21.91 MB	21.91 MB	-100.0%

Totals:

vortex-compact: 271.91 MB → 271.91 MB (0.0%)
vortex-file-compressed: 479.69 MB → 0 B (-100.0%)

github-actions · 2026-08-07T14:33:40Z

Benchmarks: Statistical and Population Genetics 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Engines: DuckDB No clear signal (-0.1%, low confidence)
Vortex (geomean): 1.000x ➖
Parquet (geomean): 1.001x ➖
Shifts: Parquet (control) +0.1% · 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.

duckdb / vortex-file-compressed / ns (1.022x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed 🚨	15470223	13962480	1.11
statpopgen_q01/duckdb:vortex-file-compressed	12944630	13060251	0.99
statpopgen_q02/duckdb:vortex-file-compressed	593724169	573764689	1.03
statpopgen_q03/duckdb:vortex-file-compressed	1318158351	1211094966	1.09
statpopgen_q04/duckdb:vortex-file-compressed	1325240498	1228778223	1.08
statpopgen_q05/duckdb:vortex-file-compressed	663199568	623241260	1.06
statpopgen_q06/duckdb:vortex-file-compressed	2233431401	2377725394	0.94
statpopgen_q07/duckdb:vortex-file-compressed	240544832	238480082	1.01
statpopgen_q08/duckdb:vortex-file-compressed	273865841	274282680	1.00
statpopgen_q09/duckdb:vortex-file-compressed	1024668685	1010033042	1.01
statpopgen_q10/duckdb:vortex-file-compressed	2903128876	3119561988	0.93

duckdb / vortex-compact / ns (0.979x ➖, 1↑ 1↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	15322163	14410415	1.06
statpopgen_q01/duckdb:vortex-compact	16599479	16219965	1.02
statpopgen_q02/duckdb:vortex-compact	627815716	695805834	0.90
statpopgen_q03/duckdb:vortex-compact	1359997792	1389897523	0.98
statpopgen_q04/duckdb:vortex-compact	1320966956	1372204077	0.96
statpopgen_q05/duckdb:vortex-compact 🚨	810611755	647038019	1.25
statpopgen_q06/duckdb:vortex-compact	1761826830	1793638012	0.98
statpopgen_q07/duckdb:vortex-compact	1068053884	1060090366	1.01
statpopgen_q08/duckdb:vortex-compact	1136685621	1091255248	1.04
statpopgen_q09/duckdb:vortex-compact	1041319201	1140365534	0.91
statpopgen_q10/duckdb:vortex-compact 🚀	3086753231	4268908664	0.72

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	376597045	377651907	1.00
statpopgen_q01/duckdb:parquet	468223548	467063020	1.00
statpopgen_q02/duckdb:parquet	775496514	774476074	1.00
statpopgen_q03/duckdb:parquet	1064417887	1056532033	1.01
statpopgen_q04/duckdb:parquet	1050926946	1045821690	1.00
statpopgen_q05/duckdb:parquet	768292009	764109093	1.01
statpopgen_q06/duckdb:parquet	1010716187	1017000103	0.99
statpopgen_q07/duckdb:parquet	940205152	957539561	0.98
statpopgen_q08/duckdb:parquet	969101014	962896188	1.01
statpopgen_q09/duckdb:parquet	999126158	996796669	1.00
statpopgen_q10/duckdb:parquet	1665440090	1647747940	1.01

No file size changes detected.

`ZonedReader::pruning_evaluation` expanded the cached zone-level pruning mask into a row-aligned bit buffer for every split, then intersected it with the incoming mask. That cost a `Vec` of zone lengths (built eagerly, before the future was polled), a `BitBufferMut` of the full split length, a popcount over it, and a bitand, on every split of every scan. For most splits the zones covering that split are uniform: either none are pruned or all of them are. Both collapse to a constant stats mask, so counting the covered zone bits first - a handful of bit reads via `BitBuffer::count_range` - lets us skip the expansion entirely: - no covered zone pruned: the stats mask is all-true, so forward the incoming mask unchanged, - every covered zone pruned: return `Mask::new_false` directly, - otherwise: fall through to the existing expansion. The zone-length computation now lives on the non-uniform path, so uniform splits allocate nothing. Results and masks are unchanged. The equivalence is exact, not just bit-equal. `Mask::from_buffer` canonicalises an all-ones buffer to `AllTrue` and an all-zeros buffer to `AllFalse`, and owned-left `bitand` short circuits on both (`(_, AllOr::All) => self` and `(_, AllOr::None) => new_false`). So the old code already returned the incoming mask unchanged in the no-prune case, after an allocation and two O(n) passes to rediscover that. The new fast paths return the same `Mask` variant, not merely the same bits. No path in this change does more work than before; the only addition is a `count_range` over the covering zones on the non-uniform path. This is a simplification, not a demonstrated speedup. Two full benchmark sweeps were run over the same commit. Every suite returned "No clear signal", and four of the six suites common to both sweeps flipped sign: statpopgen -6.0% then +1.8%, clickbench-sorted -2.8% then +1.4%, tpcds -1.4% then +0.7%, polarsignals +1.7% then -2.0%. The apparent statpopgen win came from an anomalously slow baseline: q10 measured 4.26s base / 2.94s HEAD in the first sweep and 2.88s base / 3.12s HEAD in the second, so HEAD was stable and the base was not. A tight Parquet control does not rule this out - it bounds host drift, not per-path measurement variance. What holds up is the absence of a regression. The lowest-noise suites all read zero: random-access -0.1% (controls 0.98-1.04), appian +0.2% (all rows 0.98-1.02), string encoding +0.1% (sizes byte-identical), tpch sf=10 -0.3% (controls 0.96-1.03). CodSpeed reports no change across 1934 benchmarks. No suite in either sweep showed a credible regression. Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

github-actions · 2026-08-07T14:40:08Z

Benchmarks: TPC-H SF=1 on S3 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.1%
Engines: DataFusion No clear signal (+8.8%, environment too noisy confidence) · DuckDB No clear signal (-2.4%, low confidence)
Vortex (geomean): 1.016x ➖
Parquet (geomean): 0.986x ➖
Shifts: Parquet (control) -1.4% · Median polish -1.2%

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.

datafusion / vortex-file-compressed / ns (1.031x ➖, 1↑ 2↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	242988852	264418075	0.92
tpch_q02/datafusion:vortex-file-compressed	447393994	443056120	1.01
tpch_q03/datafusion:vortex-file-compressed	345562499	389483094	0.89
tpch_q04/datafusion:vortex-file-compressed	205716526	180058041	1.14
tpch_q05/datafusion:vortex-file-compressed 🚨	500593919	360564131	1.39
tpch_q06/datafusion:vortex-file-compressed	296542523	270205165	1.10
tpch_q07/datafusion:vortex-file-compressed	432290187	371282219	1.16
tpch_q08/datafusion:vortex-file-compressed	626943724	519702983	1.21
tpch_q09/datafusion:vortex-file-compressed	366986511	379439257	0.97
tpch_q10/datafusion:vortex-file-compressed	384625993	393464958	0.98
tpch_q11/datafusion:vortex-file-compressed	317540086	337911148	0.94
tpch_q12/datafusion:vortex-file-compressed	442568734	344035630	1.29
tpch_q13/datafusion:vortex-file-compressed	127475715	140298065	0.91
tpch_q14/datafusion:vortex-file-compressed	200652082	201428706	1.00
tpch_q15/datafusion:vortex-file-compressed	389788912	312751000	1.25
tpch_q16/datafusion:vortex-file-compressed 🚀	211215607	312594347	0.68
tpch_q17/datafusion:vortex-file-compressed	386244027	418804621	0.92
tpch_q18/datafusion:vortex-file-compressed	311927870	266183075	1.17
tpch_q19/datafusion:vortex-file-compressed 🚨	571518498	435745126	1.31
tpch_q20/datafusion:vortex-file-compressed	429873057	411307236	1.05
tpch_q21/datafusion:vortex-file-compressed	479944749	527373333	0.91
tpch_q22/datafusion:vortex-file-compressed	161184924	193217017	0.83

datafusion / vortex-compact / ns (1.105x ➖, 1↑ 3↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	249260003	257449282	0.97
tpch_q02/datafusion:vortex-compact	411601064	413251610	1.00
tpch_q03/datafusion:vortex-compact	344479173	367532764	0.94
tpch_q04/datafusion:vortex-compact	182859314	160996227	1.14
tpch_q05/datafusion:vortex-compact	480596154	396607958	1.21
tpch_q06/datafusion:vortex-compact 🚨	435645920	264092279	1.65
tpch_q07/datafusion:vortex-compact 🚨	742439004	451879119	1.64
tpch_q08/datafusion:vortex-compact	584755244	492689923	1.19
tpch_q09/datafusion:vortex-compact	433453378	341140738	1.27
tpch_q10/datafusion:vortex-compact	430057697	363787338	1.18
tpch_q11/datafusion:vortex-compact	338661945	312670984	1.08
tpch_q12/datafusion:vortex-compact	377774706	318502852	1.19
tpch_q13/datafusion:vortex-compact	121436744	115200629	1.05
tpch_q14/datafusion:vortex-compact	207256894	178938805	1.16
tpch_q15/datafusion:vortex-compact	362690952	303492513	1.20
tpch_q16/datafusion:vortex-compact	234108456	199614300	1.17
tpch_q17/datafusion:vortex-compact	300722712	412916229	0.73
tpch_q18/datafusion:vortex-compact 🚀	242467980	380182197	0.64
tpch_q19/datafusion:vortex-compact	489044029	531439193	0.92
tpch_q20/datafusion:vortex-compact	355484699	334432403	1.06
tpch_q21/datafusion:vortex-compact	461822402	449430628	1.03
tpch_q22/datafusion:vortex-compact 🚨	199582417	137657700	1.45

datafusion / parquet / ns (0.981x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	240208570	215313555	1.12
tpch_q02/datafusion:parquet	291332766	280663401	1.04
tpch_q03/datafusion:parquet	294535822	309659064	0.95
tpch_q04/datafusion:parquet	159340471	159079152	1.00
tpch_q05/datafusion:parquet	376091419	378564204	0.99
tpch_q06/datafusion:parquet	151524488	152510389	0.99
tpch_q07/datafusion:parquet	398317789	394260282	1.01
tpch_q08/datafusion:parquet	476943723	542919653	0.88
tpch_q09/datafusion:parquet	504414920	481937545	1.05
tpch_q10/datafusion:parquet	411137908	445040219	0.92
tpch_q11/datafusion:parquet	278832094	295939115	0.94
tpch_q12/datafusion:parquet	221604646	236290069	0.94
tpch_q13/datafusion:parquet	459521306	459242235	1.00
tpch_q14/datafusion:parquet	172464357	175624572	0.98
tpch_q15/datafusion:parquet	285955971	321134128	0.89
tpch_q16/datafusion:parquet	129366115	131915531	0.98
tpch_q17/datafusion:parquet	312516964	324186933	0.96
tpch_q18/datafusion:parquet	458518003	458299488	1.00
tpch_q19/datafusion:parquet	197439779	212769184	0.93
tpch_q20/datafusion:parquet	319111931	324238832	0.98
tpch_q21/datafusion:parquet	480693926	457774721	1.05
tpch_q22/datafusion:parquet	197876289	197768132	1.00

duckdb / vortex-file-compressed / ns (1.021x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	271406681	262883462	1.03
tpch_q02/duckdb:vortex-file-compressed	610151549	680655321	0.90
tpch_q03/duckdb:vortex-file-compressed	568272119	449134898	1.27
tpch_q04/duckdb:vortex-file-compressed	300788439	307331438	0.98
tpch_q05/duckdb:vortex-file-compressed	650042577	513278325	1.27
tpch_q06/duckdb:vortex-file-compressed	322318623	288020920	1.12
tpch_q07/duckdb:vortex-file-compressed	647560606	652655209	0.99
tpch_q08/duckdb:vortex-file-compressed	738700250	781183489	0.95
tpch_q09/duckdb:vortex-file-compressed	599467564	653508345	0.92
tpch_q10/duckdb:vortex-file-compressed	526735454	499335986	1.05
tpch_q11/duckdb:vortex-file-compressed	266018832	268167008	0.99
tpch_q12/duckdb:vortex-file-compressed	479465533	487933754	0.98
tpch_q13/duckdb:vortex-file-compressed	311890122	322084390	0.97
tpch_q14/duckdb:vortex-file-compressed	266769858	273106185	0.98
tpch_q15/duckdb:vortex-file-compressed	180029533	188728684	0.95
tpch_q16/duckdb:vortex-file-compressed	232267452	283624545	0.82
tpch_q17/duckdb:vortex-file-compressed	468226100	481082819	0.97
tpch_q18/duckdb:vortex-file-compressed	378588060	405523240	0.93
tpch_q19/duckdb:vortex-file-compressed	367725784	343385888	1.07
tpch_q20/duckdb:vortex-file-compressed	518857636	507823329	1.02
tpch_q21/duckdb:vortex-file-compressed	869369153	753212513	1.15
tpch_q22/duckdb:vortex-file-compressed 🚨	207281273	159433737	1.30

duckdb / vortex-compact / ns (0.916x ➖, 1↑ 0↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	253986654	245408818	1.03
tpch_q02/duckdb:vortex-compact	620730479	637622814	0.97
tpch_q03/duckdb:vortex-compact	465366102	476761949	0.98
tpch_q04/duckdb:vortex-compact	272510221	301825114	0.90
tpch_q05/duckdb:vortex-compact	582907708	631435022	0.92
tpch_q06/duckdb:vortex-compact	300522034	300469542	1.00
tpch_q07/duckdb:vortex-compact	570618883	576461091	0.99
tpch_q08/duckdb:vortex-compact	674728059	803958475	0.84
tpch_q09/duckdb:vortex-compact	639434611	667835144	0.96
tpch_q10/duckdb:vortex-compact	491514592	531978910	0.92
tpch_q11/duckdb:vortex-compact	268253566	261651277	1.03
tpch_q12/duckdb:vortex-compact 🚀	410368876	777776692	0.53
tpch_q13/duckdb:vortex-compact	258179699	357334014	0.72
tpch_q14/duckdb:vortex-compact	248026499	339619325	0.73
tpch_q15/duckdb:vortex-compact	189118099	205037796	0.92
tpch_q16/duckdb:vortex-compact	222054149	225685231	0.98
tpch_q17/duckdb:vortex-compact	441636529	446545298	0.99
tpch_q18/duckdb:vortex-compact	349163837	380109869	0.92
tpch_q19/duckdb:vortex-compact	379724525	403340862	0.94
tpch_q20/duckdb:vortex-compact	511312030	526916316	0.97
tpch_q21/duckdb:vortex-compact	825151714	734391441	1.12
tpch_q22/duckdb:vortex-compact	152720625	154264449	0.99

duckdb / parquet / ns (0.991x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	338718667	341910133	0.99
tpch_q02/duckdb:parquet	705690042	687868449	1.03
tpch_q03/duckdb:parquet	881496459	902712543	0.98
tpch_q04/duckdb:parquet	513869459	520596718	0.99
tpch_q05/duckdb:parquet	1042213669	1043568856	1.00
tpch_q06/duckdb:parquet	315057357	353668889	0.89
tpch_q07/duckdb:parquet	938360684	969369649	0.97
tpch_q08/duckdb:parquet	1198620466	1147418085	1.04
tpch_q09/duckdb:parquet	1106427510	1133327694	0.98
tpch_q10/duckdb:parquet	1046390506	1026985491	1.02
tpch_q11/duckdb:parquet	477276036	505446484	0.94
tpch_q12/duckdb:parquet	613794961	584446463	1.05
tpch_q13/duckdb:parquet	878482345	864166557	1.02
tpch_q14/duckdb:parquet	525380900	560681485	0.94
tpch_q15/duckdb:parquet	398287750	430279661	0.93
tpch_q16/duckdb:parquet	540991772	553958934	0.98
tpch_q17/duckdb:parquet	502442275	514293066	0.98
tpch_q18/duckdb:parquet	708777281	671491699	1.06
tpch_q19/duckdb:parquet	665605486	608229317	1.09
tpch_q20/duckdb:parquet	913070441	907978695	1.01
tpch_q21/duckdb:parquet	800484153	803354459	1.00
tpch_q22/duckdb:parquet	453431480	470471440	0.96

github-actions · 2026-08-07T14:40:51Z

Benchmarks: Clickbench on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.6%
Engines: DataFusion No clear signal (-0.7%, low confidence) · DuckDB No clear signal (-0.5%, low confidence)
Vortex (geomean): 0.994x ➖
Parquet (geomean): 1.000x ➖
Shifts: Parquet (control) +0.0% · Median polish -0.2%

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.

datafusion / vortex-file-compressed / ns (0.990x ➖, 1↑ 1↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	2033344	2074978	0.98
clickbench_q01/datafusion:vortex-file-compressed	11193341	11028003	1.01
clickbench_q02/datafusion:vortex-file-compressed	22873473	22298435	1.03
clickbench_q03/datafusion:vortex-file-compressed	25678766	25565013	1.00
clickbench_q04/datafusion:vortex-file-compressed	160731321	161754924	0.99
clickbench_q05/datafusion:vortex-file-compressed	213853271	213794766	1.00
clickbench_q06/datafusion:vortex-file-compressed	2163676	2032971	1.06
clickbench_q07/datafusion:vortex-file-compressed	14764279	14497811	1.02
clickbench_q08/datafusion:vortex-file-compressed	218459058	216831182	1.01
clickbench_q09/datafusion:vortex-file-compressed	341672831	356678021	0.96
clickbench_q10/datafusion:vortex-file-compressed	51273138	51514958	1.00
clickbench_q11/datafusion:vortex-file-compressed	57957893	58803461	0.99
clickbench_q12/datafusion:vortex-file-compressed	195338086	195974470	1.00
clickbench_q13/datafusion:vortex-file-compressed	341926736	343125969	1.00
clickbench_q14/datafusion:vortex-file-compressed	202549076	195389690	1.04
clickbench_q15/datafusion:vortex-file-compressed	203462983	198983788	1.02
clickbench_q16/datafusion:vortex-file-compressed	463051677	481578125	0.96
clickbench_q17/datafusion:vortex-file-compressed	501051797	473501054	1.06
clickbench_q18/datafusion:vortex-file-compressed	921255416	931567020	0.99
clickbench_q19/datafusion:vortex-file-compressed 🚀	17961137	35294170	0.51
clickbench_q20/datafusion:vortex-file-compressed	200364647	196448717	1.02
clickbench_q21/datafusion:vortex-file-compressed	263115595	271354771	0.97
clickbench_q22/datafusion:vortex-file-compressed	344931219	344759664	1.00
clickbench_q23/datafusion:vortex-file-compressed	447623749	430212138	1.04
clickbench_q24/datafusion:vortex-file-compressed	36186589	37784915	0.96
clickbench_q25/datafusion:vortex-file-compressed 🚨	54248246	47064794	1.15
clickbench_q26/datafusion:vortex-file-compressed	39102345	39251908	1.00
clickbench_q27/datafusion:vortex-file-compressed	283511960	279990897	1.01
clickbench_q28/datafusion:vortex-file-compressed	1457259803	1494062664	0.98
clickbench_q29/datafusion:vortex-file-compressed	50256864	52638941	0.95
clickbench_q30/datafusion:vortex-file-compressed	162952944	174291225	0.93
clickbench_q31/datafusion:vortex-file-compressed	193444694	193441040	1.00
clickbench_q32/datafusion:vortex-file-compressed	824172237	829159743	0.99
clickbench_q33/datafusion:vortex-file-compressed	1054246074	1032993318	1.02
clickbench_q34/datafusion:vortex-file-compressed	1067837144	1021148047	1.05
clickbench_q35/datafusion:vortex-file-compressed	165087388	176943776	0.93
clickbench_q36/datafusion:vortex-file-compressed	61071358	58250368	1.05
clickbench_q37/datafusion:vortex-file-compressed	28894166	28043332	1.03
clickbench_q38/datafusion:vortex-file-compressed	16021585	16222972	0.99
clickbench_q39/datafusion:vortex-file-compressed	133477327	136103077	0.98
clickbench_q40/datafusion:vortex-file-compressed	12863590	12665987	1.02
clickbench_q41/datafusion:vortex-file-compressed	12866670	12147360	1.06
clickbench_q42/datafusion:vortex-file-compressed	13683626	13361568	1.02

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

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-compact	2094807	2057428	1.02
clickbench_q01/datafusion:vortex-compact	14284183	14202736	1.01
clickbench_q02/datafusion:vortex-compact	52410060	52896296	0.99
clickbench_q03/datafusion:vortex-compact	32226985	32227012	1.00
clickbench_q04/datafusion:vortex-compact	162150449	164561255	0.99
clickbench_q05/datafusion:vortex-compact	234695350	245360317	0.96
clickbench_q06/datafusion:vortex-compact	1971117	1960268	1.01
clickbench_q07/datafusion:vortex-compact	24150550	23767369	1.02
clickbench_q08/datafusion:vortex-compact	243254351	246384086	0.99
clickbench_q09/datafusion:vortex-compact	406104422	405614982	1.00
clickbench_q10/datafusion:vortex-compact	112416732	110798577	1.01
clickbench_q11/datafusion:vortex-compact	150628212	149729285	1.01
clickbench_q12/datafusion:vortex-compact	226635842	235022262	0.96
clickbench_q13/datafusion:vortex-compact	385113987	393504685	0.98
clickbench_q14/datafusion:vortex-compact	244950311	247688332	0.99
clickbench_q15/datafusion:vortex-compact	199162964	199967871	1.00
clickbench_q16/datafusion:vortex-compact	494862286	501434686	0.99
clickbench_q17/datafusion:vortex-compact	521016813	489667358	1.06
clickbench_q18/datafusion:vortex-compact	917531237	910101164	1.01
clickbench_q19/datafusion:vortex-compact	23499415	23231677	1.01
clickbench_q20/datafusion:vortex-compact	242462892	238795054	1.02
clickbench_q21/datafusion:vortex-compact	346891246	349984024	0.99
clickbench_q22/datafusion:vortex-compact	552155772	556523174	0.99
clickbench_q23/datafusion:vortex-compact	1576697468	1560536681	1.01
clickbench_q24/datafusion:vortex-compact	72267403	70526198	1.02
clickbench_q25/datafusion:vortex-compact	108002150	106054721	1.02
clickbench_q26/datafusion:vortex-compact	69750103	71274266	0.98
clickbench_q27/datafusion:vortex-compact	322273434	328780520	0.98
clickbench_q28/datafusion:vortex-compact	1576810851	1535408725	1.03
clickbench_q29/datafusion:vortex-compact	80880319	76721267	1.05
clickbench_q30/datafusion:vortex-compact	268957272	268391094	1.00
clickbench_q31/datafusion:vortex-compact	297956481	293418903	1.02
clickbench_q32/datafusion:vortex-compact	854210370	833551350	1.02
clickbench_q33/datafusion:vortex-compact	1060645955	1036221992	1.02
clickbench_q34/datafusion:vortex-compact	1049515878	1037828918	1.01
clickbench_q35/datafusion:vortex-compact	181863027	172779149	1.05
clickbench_q36/datafusion:vortex-compact 🚀	61083394	71719049	0.85
clickbench_q37/datafusion:vortex-compact	29828053	30244149	0.99
clickbench_q38/datafusion:vortex-compact	18866698	19148625	0.99
clickbench_q39/datafusion:vortex-compact	140484259	141543881	0.99
clickbench_q40/datafusion:vortex-compact	15634684	16359471	0.96
clickbench_q41/datafusion:vortex-compact	17263079	16854171	1.02
clickbench_q42/datafusion:vortex-compact	13790451	13717799	1.01

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

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1962788	1967969	1.00
clickbench_q01/datafusion:parquet	17216551	17524360	0.98
clickbench_q02/datafusion:parquet	33623688	32236912	1.04
clickbench_q03/datafusion:parquet	28006730	26834396	1.04
clickbench_q04/datafusion:parquet	175797797	175389643	1.00
clickbench_q05/datafusion:parquet	233113204	232111244	1.00
clickbench_q06/datafusion:parquet	1943491	1923192	1.01
clickbench_q07/datafusion:parquet	18026797	17831677	1.01
clickbench_q08/datafusion:parquet	230564408	235869697	0.98
clickbench_q09/datafusion:parquet	378432414	367261038	1.03
clickbench_q10/datafusion:parquet	72173545	72180786	1.00
clickbench_q11/datafusion:parquet	94115333	91234141	1.03
clickbench_q12/datafusion:parquet	237888883	237243988	1.00
clickbench_q13/datafusion:parquet	398577482	404267730	0.99
clickbench_q14/datafusion:parquet	251268522	255801324	0.98
clickbench_q15/datafusion:parquet	193169256	195103567	0.99
clickbench_q16/datafusion:parquet	480386544	483262185	0.99
clickbench_q17/datafusion:parquet	479731649	478508328	1.00
clickbench_q18/datafusion:parquet	924940165	937478140	0.99
clickbench_q19/datafusion:parquet	23330672	23567154	0.99
clickbench_q20/datafusion:parquet	465531581	468944866	0.99
clickbench_q21/datafusion:parquet	491239761	487543215	1.01
clickbench_q22/datafusion:parquet	659850278	645546290	1.02
clickbench_q23/datafusion:parquet	2865927577	2858443129	1.00
clickbench_q24/datafusion:parquet	49979579	49002296	1.02
clickbench_q25/datafusion:parquet	97694789	98213802	0.99
clickbench_q26/datafusion:parquet	50218683	50277484	1.00
clickbench_q27/datafusion:parquet	535977825	541823646	0.99
clickbench_q28/datafusion:parquet	1532742531	1537748214	1.00
clickbench_q29/datafusion:parquet	42581077	45032374	0.95
clickbench_q30/datafusion:parquet	244630714	244204471	1.00
clickbench_q31/datafusion:parquet	278509645	279062288	1.00
clickbench_q32/datafusion:parquet	846456407	854154202	0.99
clickbench_q33/datafusion:parquet	1070259952	1091305620	0.98
clickbench_q34/datafusion:parquet	1097816723	1061409528	1.03
clickbench_q35/datafusion:parquet	167676791	166671920	1.01
clickbench_q36/datafusion:parquet	117511873	120118811	0.98
clickbench_q37/datafusion:parquet	47706872	47582950	1.00
clickbench_q38/datafusion:parquet	71427358	68709051	1.04
clickbench_q39/datafusion:parquet	229765630	232303050	0.99
clickbench_q40/datafusion:parquet	26438094	26039977	1.02
clickbench_q41/datafusion:parquet	24336086	24759665	0.98
clickbench_q42/datafusion:parquet	26225370	25743610	1.02

duckdb / vortex-file-compressed / ns (0.995x ➖, 4↑ 2↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚀	11061587	12716958	0.87
clickbench_q01/duckdb:vortex-file-compressed 🚀	18095119	22032714	0.82
clickbench_q02/duckdb:vortex-file-compressed	21408325	22543677	0.95
clickbench_q03/duckdb:vortex-file-compressed	34359454	35927114	0.96
clickbench_q04/duckdb:vortex-file-compressed	131291151	132664525	0.99
clickbench_q05/duckdb:vortex-file-compressed	160801373	164057142	0.98
clickbench_q06/duckdb:vortex-file-compressed 🚀	17552332	21483127	0.82
clickbench_q07/duckdb:vortex-file-compressed 🚀	21596997	24464929	0.88
clickbench_q08/duckdb:vortex-file-compressed	166701063	165626405	1.01
clickbench_q09/duckdb:vortex-file-compressed	207195151	201825923	1.03
clickbench_q10/duckdb:vortex-file-compressed	65666700	67258733	0.98
clickbench_q11/duckdb:vortex-file-compressed	69940879	71125168	0.98
clickbench_q12/duckdb:vortex-file-compressed	193970982	195138632	0.99
clickbench_q13/duckdb:vortex-file-compressed	348121096	341441849	1.02
clickbench_q14/duckdb:vortex-file-compressed	210556115	216842772	0.97
clickbench_q15/duckdb:vortex-file-compressed	184015490	189173829	0.97
clickbench_q16/duckdb:vortex-file-compressed	397895437	384964505	1.03
clickbench_q17/duckdb:vortex-file-compressed	380298803	377694157	1.01
clickbench_q18/duckdb:vortex-file-compressed	749384719	746489936	1.00
clickbench_q19/duckdb:vortex-file-compressed	24627823	25703098	0.96
clickbench_q20/duckdb:vortex-file-compressed	250866554	238661344	1.05
clickbench_q21/duckdb:vortex-file-compressed	341835636	341321578	1.00
clickbench_q22/duckdb:vortex-file-compressed	486985046	497048396	0.98
clickbench_q23/duckdb:vortex-file-compressed	226669592	213105899	1.06
clickbench_q24/duckdb:vortex-file-compressed	58885269	57725490	1.02
clickbench_q25/duckdb:vortex-file-compressed	78761458	75956498	1.04
clickbench_q26/duckdb:vortex-file-compressed	77070893	73392422	1.05
clickbench_q27/duckdb:vortex-file-compressed	177271803	195148731	0.91
clickbench_q28/duckdb:vortex-file-compressed 🚨	1456902176	1274973977	1.14
clickbench_q29/duckdb:vortex-file-compressed	27722714	25771917	1.08
clickbench_q30/duckdb:vortex-file-compressed	170195968	161182816	1.06
clickbench_q31/duckdb:vortex-file-compressed	329215872	318862125	1.03
clickbench_q32/duckdb:vortex-file-compressed	921285397	931500168	0.99
clickbench_q33/duckdb:vortex-file-compressed	1109708354	1100606280	1.01
clickbench_q34/duckdb:vortex-file-compressed	1171484200	1152960643	1.02
clickbench_q35/duckdb:vortex-file-compressed	208468134	210449614	0.99
clickbench_q36/duckdb:vortex-file-compressed	40695296	40944699	0.99
clickbench_q37/duckdb:vortex-file-compressed	28711749	27189072	1.06
clickbench_q38/duckdb:vortex-file-compressed 🚨	37103809	31412778	1.18
clickbench_q39/duckdb:vortex-file-compressed	54608109	55795530	0.98
clickbench_q40/duckdb:vortex-file-compressed	29840324	27964227	1.07
clickbench_q41/duckdb:vortex-file-compressed	29300498	28915768	1.01
clickbench_q42/duckdb:vortex-file-compressed	26095903	27461865	0.95

duckdb / vortex-compact / ns (0.992x ➖, 4↑ 2↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-compact 🚀	10994048	14909139	0.74
clickbench_q01/duckdb:vortex-compact 🚀	20436732	22730534	0.90
clickbench_q02/duckdb:vortex-compact	34205417	34521433	0.99
clickbench_q03/duckdb:vortex-compact	34343454	34941557	0.98
clickbench_q04/duckdb:vortex-compact	137536399	135342755	1.02
clickbench_q05/duckdb:vortex-compact	171159211	163962936	1.04
clickbench_q06/duckdb:vortex-compact 🚀	16584311	18641366	0.89
clickbench_q07/duckdb:vortex-compact	24606511	25587827	0.96
clickbench_q08/duckdb:vortex-compact	182049453	180134133	1.01
clickbench_q09/duckdb:vortex-compact	257914898	257993567	1.00
clickbench_q10/duckdb:vortex-compact	77676629	80138935	0.97
clickbench_q11/duckdb:vortex-compact	99289197	97835076	1.01
clickbench_q12/duckdb:vortex-compact	198623738	201500280	0.99
clickbench_q13/duckdb:vortex-compact	364562387	346437572	1.05
clickbench_q14/duckdb:vortex-compact	214948688	207598828	1.04
clickbench_q15/duckdb:vortex-compact	189290016	187622788	1.01
clickbench_q16/duckdb:vortex-compact	425455871	423084867	1.01
clickbench_q17/duckdb:vortex-compact	393617187	377444642	1.04
clickbench_q18/duckdb:vortex-compact	739286984	756953278	0.98
clickbench_q19/duckdb:vortex-compact	25684134	25527216	1.01
clickbench_q20/duckdb:vortex-compact	200142852	206327675	0.97
clickbench_q21/duckdb:vortex-compact	300590065	320010467	0.94
clickbench_q22/duckdb:vortex-compact	472692748	474985887	1.00
clickbench_q23/duckdb:vortex-compact 🚨	341505212	296291766	1.15
clickbench_q24/duckdb:vortex-compact	80497225	76679037	1.05
clickbench_q25/duckdb:vortex-compact	92819991	96506251	0.96
clickbench_q26/duckdb:vortex-compact	80529335	79929037	1.01
clickbench_q27/duckdb:vortex-compact	382703119	383175132	1.00
clickbench_q28/duckdb:vortex-compact	1548483745	1588808801	0.97
clickbench_q29/duckdb:vortex-compact	37903540	39628476	0.96
clickbench_q30/duckdb:vortex-compact	199620901	195844256	1.02
clickbench_q31/duckdb:vortex-compact 🚀	330386253	377596765	0.87
clickbench_q32/duckdb:vortex-compact	951086294	931354699	1.02
clickbench_q33/duckdb:vortex-compact	1083618665	1023826851	1.06
clickbench_q34/duckdb:vortex-compact	1097712887	1076900098	1.02
clickbench_q35/duckdb:vortex-compact	217136131	220392089	0.99
clickbench_q36/duckdb:vortex-compact 🚨	43353437	38224795	1.13
clickbench_q37/duckdb:vortex-compact	32643590	35056905	0.93
clickbench_q38/duckdb:vortex-compact	34755118	32537857	1.07
clickbench_q39/duckdb:vortex-compact	58172959	55996375	1.04
clickbench_q40/duckdb:vortex-compact	28914744	29955988	0.97
clickbench_q41/duckdb:vortex-compact	31639888	30785140	1.03
clickbench_q42/duckdb:vortex-compact	27375412	27488518	1.00

duckdb / parquet / ns (0.999x ➖, 1↑ 1↓)

name	PR `3062ebb` (ns)	base `ad5de22` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	16449635	17039834	0.97
clickbench_q01/duckdb:parquet	18180857	18118120	1.00
clickbench_q02/duckdb:parquet	23695864	23844564	0.99
clickbench_q03/duckdb:parquet	25156625	26175394	0.96
clickbench_q04/duckdb:parquet	130031148	130175850	1.00
clickbench_q05/duckdb:parquet	192133416	200088188	0.96
clickbench_q06/duckdb:parquet	23216107	22285251	1.04
clickbench_q07/duckdb:parquet 🚨	20668352	18629681	1.11
clickbench_q08/duckdb:parquet	163305797	162927481	1.00
clickbench_q09/duckdb:parquet	231005549	231089783	1.00
clickbench_q10/duckdb:parquet	57953619	57596688	1.01
clickbench_q11/duckdb:parquet	66596334	66820555	1.00
clickbench_q12/duckdb:parquet	172033467	172065304	1.00
clickbench_q13/duckdb:parquet	309922518	306268993	1.01
clickbench_q14/duckdb:parquet	187417843	187332711	1.00
clickbench_q15/duckdb:parquet	182112850	182960199	1.00
clickbench_q16/duckdb:parquet	356377923	357725768	1.00
clickbench_q17/duckdb:parquet	364630752	358935212	1.02
clickbench_q18/duckdb:parquet	688332136	686780927	1.00
clickbench_q19/duckdb:parquet	21531565	21045544	1.02
clickbench_q20/duckdb:parquet	262825664	267682753	0.98
clickbench_q21/duckdb:parquet	318975161	319880848	1.00
clickbench_q22/duckdb:parquet	467325449	473512791	0.99
clickbench_q23/duckdb:parquet	250733014	246310388	1.02
clickbench_q24/duckdb:parquet	70792567	71879323	0.98
clickbench_q25/duckdb:parquet	72412010	72136889	1.00
clickbench_q26/duckdb:parquet	49865025	48789910	1.02
clickbench_q27/duckdb:parquet	270606814	276450128	0.98
clickbench_q28/duckdb:parquet	1751990441	1759157086	1.00
clickbench_q29/duckdb:parquet	26737065	27073723	0.99
clickbench_q30/duckdb:parquet	177770255	176663342	1.01
clickbench_q31/duckdb:parquet	329986871	310652256	1.06
clickbench_q32/duckdb:parquet	903651942	910213946	0.99
clickbench_q33/duckdb:parquet	785564486	778849557	1.01
clickbench_q34/duckdb:parquet	791258468	799727626	0.99
clickbench_q35/duckdb:parquet	208282166	209440161	0.99
clickbench_q36/duckdb:parquet 🚀	48557909	56985705	0.85
clickbench_q37/duckdb:parquet	37497117	36155421	1.04
clickbench_q38/duckdb:parquet	37346071	37662187	0.99
clickbench_q39/duckdb:parquet	84496535	85731274	0.99
clickbench_q40/duckdb:parquet	21347037	20337598	1.05
clickbench_q41/duckdb:parquet	19960110	20827046	0.96
clickbench_q42/duckdb:parquet	23141979	22989405	1.01

No file size changes detected.

github-actions · 2026-08-07T14:45:11Z

Benchmarks: TPC-H SF=10 on NVME 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.1%
Engines: DataFusion No clear signal (-1.3%, low confidence) · DuckDB No clear signal (-0.9%, environment too noisy confidence)
Vortex (geomean): 0.996x ➖
Parquet (geomean): 1.007x ➖
Shifts: Parquet (control) +0.7% · 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.

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	352918478	344516732	1.02
tpch_q02/datafusion:vortex-file-compressed	100586022	102167801	0.98
tpch_q03/datafusion:vortex-file-compressed	159912333	158456397	1.01
tpch_q04/datafusion:vortex-file-compressed	68980986	69619343	0.99
tpch_q05/datafusion:vortex-file-compressed	269779744	271940288	0.99
tpch_q06/datafusion:vortex-file-compressed	26509601	27748657	0.96
tpch_q07/datafusion:vortex-file-compressed	366520162	366622198	1.00
tpch_q08/datafusion:vortex-file-compressed	287217710	286108616	1.00
tpch_q09/datafusion:vortex-file-compressed	484514687	488287018	0.99
tpch_q10/datafusion:vortex-file-compressed	177772738	181402137	0.98
tpch_q11/datafusion:vortex-file-compressed	73839769	79292917	0.93
tpch_q12/datafusion:vortex-file-compressed	89944658	87034557	1.03
tpch_q13/datafusion:vortex-file-compressed	119727379	121406795	0.99
tpch_q14/datafusion:vortex-file-compressed	41513007	43073516	0.96
tpch_q15/datafusion:vortex-file-compressed	74271445	74192071	1.00
tpch_q16/datafusion:vortex-file-compressed	69036636	74630117	0.93
tpch_q17/datafusion:vortex-file-compressed	430338612	435981908	0.99
tpch_q18/datafusion:vortex-file-compressed	622876390	649980662	0.96
tpch_q19/datafusion:vortex-file-compressed	67249638	64724220	1.04
tpch_q20/datafusion:vortex-file-compressed	137271166	137710481	1.00
tpch_q21/datafusion:vortex-file-compressed	465924548	486833216	0.96
tpch_q22/datafusion:vortex-file-compressed	42091869	41376892	1.02

datafusion / vortex-compact / ns (0.993x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	353010127	357934621	0.99
tpch_q02/datafusion:vortex-compact	103431915	103833187	1.00
tpch_q03/datafusion:vortex-compact	157509744	163898627	0.96
tpch_q04/datafusion:vortex-compact	85771713	85408454	1.00
tpch_q05/datafusion:vortex-compact	280012623	274073757	1.02
tpch_q06/datafusion:vortex-compact	39102128	39996332	0.98
tpch_q07/datafusion:vortex-compact	369208800	370989371	1.00
tpch_q08/datafusion:vortex-compact	282321515	293178121	0.96
tpch_q09/datafusion:vortex-compact	476377745	483964508	0.98
tpch_q10/datafusion:vortex-compact	190489543	193120510	0.99
tpch_q11/datafusion:vortex-compact	74581382	75494385	0.99
tpch_q12/datafusion:vortex-compact	126042854	123280662	1.02
tpch_q13/datafusion:vortex-compact	148432076	149042939	1.00
tpch_q14/datafusion:vortex-compact	53900956	53314963	1.01
tpch_q15/datafusion:vortex-compact	108711059	108075540	1.01
tpch_q16/datafusion:vortex-compact	78283341	78657200	1.00
tpch_q17/datafusion:vortex-compact	432634362	440567951	0.98
tpch_q18/datafusion:vortex-compact	657901333	667072308	0.99
tpch_q19/datafusion:vortex-compact	155266012	148463648	1.05
tpch_q20/datafusion:vortex-compact	150816492	150603646	1.00
tpch_q21/datafusion:vortex-compact	492867903	494408716	1.00
tpch_q22/datafusion:vortex-compact	46893316	50102875	0.94

datafusion / parquet / ns (1.003x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	323568005	326526222	0.99
tpch_q02/datafusion:parquet	220918789	213921967	1.03
tpch_q03/datafusion:parquet	228968620	230420356	0.99
tpch_q04/datafusion:parquet	101725823	100324991	1.01
tpch_q05/datafusion:parquet	364033694	361513506	1.01
tpch_q06/datafusion:parquet	72427925	74440704	0.97
tpch_q07/datafusion:parquet	517813427	514417071	1.01
tpch_q08/datafusion:parquet	403973973	404282204	1.00
tpch_q09/datafusion:parquet	667772781	671496557	0.99
tpch_q10/datafusion:parquet	552141256	555523302	0.99
tpch_q11/datafusion:parquet	157393728	153360419	1.03
tpch_q12/datafusion:parquet	149599381	150730528	0.99
tpch_q13/datafusion:parquet	357126929	351420686	1.02
tpch_q14/datafusion:parquet	119910571	119764825	1.00
tpch_q15/datafusion:parquet	190045789	190596765	1.00
tpch_q16/datafusion:parquet	148947405	147001638	1.01
tpch_q17/datafusion:parquet	505866789	508432206	0.99
tpch_q18/datafusion:parquet	719806825	702494894	1.02
tpch_q19/datafusion:parquet	197807581	191861370	1.03
tpch_q20/datafusion:parquet	293965283	303149795	0.97
tpch_q21/datafusion:parquet	540662359	545438240	0.99
tpch_q22/datafusion:parquet	252367167	253574763	1.00

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	89123034	88925387	1.00
tpch_q02/duckdb:vortex-file-compressed	73194996	70565103	1.04
tpch_q03/duckdb:vortex-file-compressed	138269827	138250898	1.00
tpch_q04/duckdb:vortex-file-compressed	166876786	165562409	1.01
tpch_q05/duckdb:vortex-file-compressed	151888950	149119628	1.02
tpch_q06/duckdb:vortex-file-compressed	38863211	38838028	1.00
tpch_q07/duckdb:vortex-file-compressed	137982767	141531444	0.97
tpch_q08/duckdb:vortex-file-compressed	184267258	181781022	1.01
tpch_q09/duckdb:vortex-file-compressed	295615328	306112118	0.97
tpch_q10/duckdb:vortex-file-compressed	221590498	219301398	1.01
tpch_q11/duckdb:vortex-file-compressed	41670346	40661932	1.02
tpch_q12/duckdb:vortex-file-compressed	115513226	119915708	0.96
tpch_q13/duckdb:vortex-file-compressed	168266747	174332489	0.97
tpch_q14/duckdb:vortex-file-compressed	60451585	58392316	1.04
tpch_q15/duckdb:vortex-file-compressed	91312930	93404377	0.98
tpch_q16/duckdb:vortex-file-compressed	85499285	85086865	1.00
tpch_q17/duckdb:vortex-file-compressed	107806487	107673358	1.00
tpch_q18/duckdb:vortex-file-compressed	257738639	257149069	1.00
tpch_q19/duckdb:vortex-file-compressed	84856363	84859884	1.00
tpch_q20/duckdb:vortex-file-compressed	151311201	148402228	1.02
tpch_q21/duckdb:vortex-file-compressed	492724200	481254843	1.02
tpch_q22/duckdb:vortex-file-compressed	77696667	77295060	1.01

duckdb / vortex-compact / ns (1.002x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	111620940	110809607	1.01
tpch_q02/duckdb:vortex-compact	73874935	77517243	0.95
tpch_q03/duckdb:vortex-compact	127205298	126758835	1.00
tpch_q04/duckdb:vortex-compact	159302308	157071261	1.01
tpch_q05/duckdb:vortex-compact	151958419	149977293	1.01
tpch_q06/duckdb:vortex-compact	41979080	41446165	1.01
tpch_q07/duckdb:vortex-compact	141239818	139436286	1.01
tpch_q08/duckdb:vortex-compact	186277009	184885829	1.01
tpch_q09/duckdb:vortex-compact	314548555	307818845	1.02
tpch_q10/duckdb:vortex-compact	214231971	217386692	0.99
tpch_q11/duckdb:vortex-compact	43350541	46727090	0.93
tpch_q12/duckdb:vortex-compact	120169497	122207923	0.98
tpch_q13/duckdb:vortex-compact	176701283	170421982	1.04
tpch_q14/duckdb:vortex-compact	64327822	64139356	1.00
tpch_q15/duckdb:vortex-compact	95737815	93964088	1.02
tpch_q16/duckdb:vortex-compact	88580932	87531040	1.01
tpch_q17/duckdb:vortex-compact	108524478	107998780	1.00
tpch_q18/duckdb:vortex-compact	255762873	244901340	1.04
tpch_q19/duckdb:vortex-compact	86926657	88679043	0.98
tpch_q20/duckdb:vortex-compact	152512782	150034419	1.02
tpch_q21/duckdb:vortex-compact	481283096	478160007	1.01
tpch_q22/duckdb:vortex-compact	79776064	81144245	0.98

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

name	PR `3062ebb` (ns)	base `39fde8c` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚨	154341468	100159109	1.54
tpch_q02/duckdb:parquet	108021319	100564252	1.07
tpch_q03/duckdb:parquet	157254920	167014757	0.94
tpch_q04/duckdb:parquet	116856375	119902118	0.97
tpch_q05/duckdb:parquet	183594137	186212780	0.99
tpch_q06/duckdb:parquet	59483025	58364161	1.02
tpch_q07/duckdb:parquet	139524277	148412729	0.94
tpch_q08/duckdb:parquet	214573011	217563746	0.99
tpch_q09/duckdb:parquet	348440823	349396521	1.00
tpch_q10/duckdb:parquet	650930987	652085161	1.00
tpch_q11/duckdb:parquet	41146776	41370907	0.99
tpch_q12/duckdb:parquet	116675298	118751003	0.98
tpch_q13/duckdb:parquet	396706447	395370321	1.00
tpch_q14/duckdb:parquet	152024407	152863496	0.99
tpch_q15/duckdb:parquet	75835433	78666730	0.96
tpch_q16/duckdb:parquet	153870479	155312027	0.99
tpch_q17/duckdb:parquet	112925769	115898510	0.97
tpch_q18/duckdb:parquet	300172301	300469622	1.00
tpch_q19/duckdb:parquet	234415314	231378459	1.01
tpch_q20/duckdb:parquet	198089925	197804290	1.00
tpch_q21/duckdb:parquet	432933562	442562565	0.98
tpch_q22/duckdb:parquet	334917290	335494678	1.00

No file size changes detected.

github-actions · 2026-08-07T15:01:19Z

Benchmarks: FineWeb S3 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -7.9%
Engines: DataFusion No clear signal (-2.6%, environment too noisy confidence) · DuckDB No clear signal (-12.8%, environment too noisy confidence)
Vortex (geomean): 0.976x ➖
Parquet (geomean): 1.059x ➖
Shifts: Parquet (control) +5.9% · Median polish -0.7%

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.

datafusion / vortex-file-compressed / ns (0.985x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `2b3109a` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	47034055	43055796	1.09
fineweb_q01/datafusion:vortex-file-compressed	453359729	385999005	1.17
fineweb_q02/datafusion:vortex-file-compressed 🚨	631928926	383697169	1.65
fineweb_q03/datafusion:vortex-file-compressed	621544058	801749146	0.78
fineweb_q04/datafusion:vortex-file-compressed	475282319	476224603	1.00
fineweb_q05/datafusion:vortex-file-compressed	368187952	414393340	0.89
fineweb_q06/datafusion:vortex-file-compressed	750730462	1031294298	0.73
fineweb_q07/datafusion:vortex-file-compressed	479922970	559318126	0.86
fineweb_q08/datafusion:vortex-file-compressed	342411288	356878153	0.96

datafusion / vortex-compact / ns (0.929x ➖, 1↑ 1↓)

name	PR `3062ebb` (ns)	base `2b3109a` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	59279826	41456257	1.43
fineweb_q01/datafusion:vortex-compact	462142858	493263593	0.94
fineweb_q02/datafusion:vortex-compact	581565302	570624494	1.02
fineweb_q03/datafusion:vortex-compact	826745455	805855465	1.03
fineweb_q04/datafusion:vortex-compact	739455551	750651854	0.99
fineweb_q05/datafusion:vortex-compact	644999263	645108398	1.00
fineweb_q06/datafusion:vortex-compact	695180534	939866312	0.74
fineweb_q07/datafusion:vortex-compact	579836244	672923551	0.86
fineweb_q08/datafusion:vortex-compact 🚀	193010896	330385947	0.58

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

name	PR `3062ebb` (ns)	base `2b3109a` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	510691261	510817202	1.00
fineweb_q01/datafusion:parquet	931671749	910377558	1.02
fineweb_q02/datafusion:parquet	1040721074	978454737	1.06
fineweb_q03/datafusion:parquet	1015094978	1038651990	0.98
fineweb_q04/datafusion:parquet	1028078600	1132748097	0.91
fineweb_q05/datafusion:parquet	970165956	968409763	1.00
fineweb_q06/datafusion:parquet	872328868	968874070	0.90
fineweb_q07/datafusion:parquet	991409262	994366911	1.00
fineweb_q08/datafusion:parquet	981491782	1002625740	0.98

duckdb / vortex-file-compressed / ns (1.014x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `2b3109a` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	50008723	51602547	0.97
fineweb_q01/duckdb:vortex-file-compressed	677942984	588943604	1.15
fineweb_q02/duckdb:vortex-file-compressed	531095198	561486671	0.95
fineweb_q03/duckdb:vortex-file-compressed	1595302412	1534345152	1.04
fineweb_q04/duckdb:vortex-file-compressed	1908122318	1838505413	1.04
fineweb_q05/duckdb:vortex-file-compressed	1689062473	1749208495	0.97
fineweb_q06/duckdb:vortex-file-compressed	1812848719	1729749128	1.05
fineweb_q07/duckdb:vortex-file-compressed	1598254389	1591670029	1.00
fineweb_q08/duckdb:vortex-file-compressed	705437368	721079925	0.98

duckdb / vortex-compact / ns (0.977x ➖, 0↑ 0↓)

name	PR `3062ebb` (ns)	base `2b3109a` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	57815069	63318109	0.91
fineweb_q01/duckdb:vortex-compact	625975137	791387296	0.79
fineweb_q02/duckdb:vortex-compact	701540323	624958927	1.12
fineweb_q03/duckdb:vortex-compact	1698757519	1618677159	1.05
fineweb_q04/duckdb:vortex-compact	1701387375	1679709712	1.01
fineweb_q05/duckdb:vortex-compact	1630253713	1673880517	0.97
fineweb_q06/duckdb:vortex-compact	1700181526	1734945040	0.98
fineweb_q07/duckdb:vortex-compact	1594657953	1607961805	0.99
fineweb_q08/duckdb:vortex-compact	599252143	603279664	0.99

duckdb / parquet / ns (1.141x ➖, 0↑ 1↓)

name	PR `3062ebb` (ns)	base `2b3109a` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	5232803800	5297190598	0.99
fineweb_q01/duckdb:parquet	5319129460	5343486664	1.00
fineweb_q02/duckdb:parquet	5324959007	5370099619	0.99
fineweb_q03/duckdb:parquet	5349349669	5410525721	0.99
fineweb_q04/duckdb:parquet	5313055518	5312887527	1.00
fineweb_q05/duckdb:parquet	5323467903	5343475301	1.00
fineweb_q06/duckdb:parquet 🚨	5392882544	1570986366	3.43
fineweb_q07/duckdb:parquet	5372520719	5361970707	1.00
fineweb_q08/duckdb:parquet	5237184743	5260032020	1.00

github-actions · 2026-08-07T15:06:22Z

Benchmarks: Compression 📖

vortex / vortex-file-compressed / ns (0.991x ➖, 3↑ 0↓)

name	PR `3062ebb` (ns)	base `0f0390a` (ns)	ratio (PR/base)
compress time/Arade	879018153	893858036	0.98
compress time/Bimbo	5142445434	5164656517	1.00
compress time/CMSprovider	2748504296	2782463449	0.99
compress time/Euro2016	383289286	382372892	1.00
compress time/Food 🚀	350547241	391099455	0.90
compress time/HashTags	749862726	746110586	1.01
compress time/TPC-H l_comment canonical	1205697255	1201431945	1.00
compress time/TPC-H l_comment chunked	1218748314	1168944017	1.04
compress time/taxi	558462460	530789706	1.05
compress time/wide table cols=100 chunks=1 rows=1000	8888301	8842939	1.01
compress time/wide table cols=100 chunks=50 rows=1000	8975692	9138733	0.98
compress time/wide table cols=1000 chunks=1 rows=1000	92006825	89572738	1.03
compress time/wide table cols=1000 chunks=50 rows=1000	92330282	93316318	0.99
compress time/wide table cols=10000 chunks=1 rows=1000	1096013471	1041081638	1.05
compress time/wide table cols=10000 chunks=50 rows=1000	1100150647	1076640214	1.02
decompress time/Arade	22749480	22994045	0.99
decompress time/Bimbo	80669536	82822341	0.97
decompress time/CMSprovider	63359134	63913972	0.99
decompress time/Euro2016	17509607	17694063	0.99
decompress time/Food	7763425	7621253	1.02
decompress time/HashTags	93934461	93004483	1.01
decompress time/TPC-H l_comment canonical	37455621	37334352	1.00
decompress time/TPC-H l_comment chunked	37185102	37901864	0.98
decompress time/taxi	14672169	14692649	1.00
decompress time/wide table cols=100 chunks=1 rows=1000	2480297	2527819	0.98
decompress time/wide table cols=100 chunks=50 rows=1000	2792863	2582856	1.08
decompress time/wide table cols=1000 chunks=1 rows=1000	23787732	24165158	0.98
decompress time/wide table cols=1000 chunks=50 rows=1000	25201476	25839986	0.98
decompress time/wide table cols=10000 chunks=1 rows=1000 🚀	267326038	311823302	0.86
decompress time/wide table cols=10000 chunks=50 rows=1000 🚀	272603721	311640454	0.87

vortex / vortex-file-compressed / bytes (1.000x ➖, 0↑ 0↓)

name	PR `3062ebb` (bytes)	base `0f0390a` (bytes)	ratio (PR/base)
vortex-file-compressed size/Arade	145358300	145358300	1.00
vortex-file-compressed size/Bimbo	467257796	467257796	1.00
vortex-file-compressed size/CMSprovider	417789620	417789620	1.00
vortex-file-compressed size/Euro2016	162120188	162354364	1.00
vortex-file-compressed size/Food	41977336	41977336	1.00
vortex-file-compressed size/HashTags	184888244	184888244	1.00
vortex-file-compressed size/TPC-H l_comment canonical	172639984	172639984	1.00
vortex-file-compressed size/TPC-H l_comment chunked	172639984	172639984	1.00
vortex-file-compressed size/taxi	52296516	52296516	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	932760	932760	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	932760	932760	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9309960	9309960	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9309960	9309960	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	93117960	93117960	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	93117960	93117960	1.00

vortex / vortex-file-compressed / ratio (0.999x ➖, 2↑ 1↓)

name	PR `3062ebb` (ratio)	base `0f0390a` (ratio)	ratio (PR/base)
vortex:parquet-zstd ratio compress time/Arade	0.29250918	0.294375788	0.99
vortex:parquet-zstd ratio compress time/Bimbo	0.349697389	0.342714546	1.02
vortex:parquet-zstd ratio compress time/CMSprovider	0.343866666	0.349203126	0.98
vortex:parquet-zstd ratio compress time/Euro2016	0.250244914	0.251941291	0.99
vortex:parquet-zstd ratio compress time/Food 🚀	0.375713397	0.421474992	0.89
vortex:parquet-zstd ratio compress time/HashTags	0.3033605	0.301411482	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0.321465309	0.321055648	1.00
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0.324796992	0.308737694	1.05
vortex:parquet-zstd ratio compress time/taxi	0.397995247	0.375767913	1.06
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1.3685249	1.35810076	1.01
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1.38370804	1.41008918	0.98
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1.17401197	1.1529838	1.02
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1.19031911	1.18901574	1.00
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1.29278459	1.21393687	1.06
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1.30203195	1.25881684	1.03
vortex:parquet-zstd ratio decompress time/Arade	0.031865577	0.031952023	1.00
vortex:parquet-zstd ratio decompress time/Bimbo	0.0410971731	0.0420119741	0.98
vortex:parquet-zstd ratio decompress time/CMSprovider	0.0325970205	0.0328594695	0.99
vortex:parquet-zstd ratio decompress time/Euro2016	0.040431979	0.0409794599	0.99
vortex:parquet-zstd ratio decompress time/Food	0.0344359005	0.0338277405	1.02
vortex:parquet-zstd ratio decompress time/HashTags	0.13349657	0.131473543	1.02
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0.0537348564	0.0539193483	1.00
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0.053527844	0.0545782581	0.98
vortex:parquet-zstd ratio decompress time/taxi	0.051170441	0.0513727594	1.00
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0.997025762	0.999051071	1.00
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000 🚨	1.13548187	1.03115927	1.10
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0.83606458	0.826888832	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0.891533822	0.868904997	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000 🚀	0.84588618	0.957560118	0.88
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0.860610864	0.955799567	0.90
vortex:parquet-zstd size/Arade	0.563373077	0.563373077	1.00
vortex:parquet-zstd size/Bimbo	1.21518019	1.21518019	1.00
vortex:parquet-zstd size/CMSprovider	1.10853182	1.10853182	1.00
vortex:parquet-zstd size/Euro2016	1.31831291	1.32021716	1.00
vortex:parquet-zstd size/Food	1.17585221	1.17585221	1.00
vortex:parquet-zstd size/HashTags	1.38481715	1.38481715	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1.09018632	1.09018632	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1.09018632	1.09018632	1.00
vortex:parquet-zstd size/taxi	0.945967392	0.945967392	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	1.00038181	1.00038181	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	1.00038181	1.00038181	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0.99849378	0.99849378	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0.99849378	0.99849378	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0.998691077	0.998691077	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0.998691077	0.998691077	1.00

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

name	PR `3062ebb` (ns)	base `0f0390a` (ns)	ratio (PR/base)
parquet_rs-zstd compress time/Arade	3005095958	3036452291	0.99
parquet_rs-zstd compress time/Bimbo	14705415567	15069849193	0.98
parquet_rs-zstd compress time/CMSprovider	7992936115	7968037058	1.00
parquet_rs-zstd compress time/Euro2016	1531656645	1517706327	1.01
parquet_rs-zstd compress time/Food	933017677	927930393	1.01
parquet_rs-zstd compress time/HashTags	2471853544	2475388728	1.00
parquet_rs-zstd compress time/TPC-H l_comment canonical	3750629449	3742129915	1.00
parquet_rs-zstd compress time/TPC-H l_comment chunked	3752338669	3786204408	0.99
parquet_rs-zstd compress time/taxi	1403188768	1412546649	0.99
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6494804	6511254	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6486695	6480961	1.00
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	78369580	77687768	1.01
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	77567672	78481987	0.99
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	847792804	857607729	0.99
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	844949042	855279479	0.99
parquet_rs-zstd decompress time/Arade	713920227	719642854	0.99
parquet_rs-zstd decompress time/Bimbo	1962897442	1971398461	1.00
parquet_rs-zstd decompress time/CMSprovider	1943709367	1945070114	1.00
parquet_rs-zstd decompress time/Euro2016	433063319	431778824	1.00
parquet_rs-zstd decompress time/Food	225445680	225295952	1.00
parquet_rs-zstd decompress time/HashTags	703647002	707400750	0.99
parquet_rs-zstd decompress time/TPC-H l_comment canonical	697045149	692411040	1.01
parquet_rs-zstd decompress time/TPC-H l_comment chunked	694687086	694449865	1.00
parquet_rs-zstd decompress time/taxi	286731338	286000775	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2487696	2530220	0.98
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2459628	2504808	0.98
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	28452027	29224192	0.97
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	28267549	29738563	0.95
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	316030743	325643577	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	316756077	326052098	0.97

vortex / parquet / bytes (1.000x ➖, 0↑ 0↓)

name	PR `3062ebb` (bytes)	base `0f0390a` (bytes)	ratio (PR/base)
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00

The uniform fast path in `ZonedReader::pruning_evaluation` had no measurement behind it - the SQL suites cannot resolve a per-split cost against per-split decode, so two full sweeps disagreed with each other and neither confirmed nor refuted anything. This benchmarks the changed code directly. `expand` reproduces the old behaviour (build a row-aligned buffer, popcount it, intersect) and `uniform` is the fast path that counts the covering zone bits instead. The incoming mask is a `Values` mask, not `AllTrue`, so `bitand` takes the `(AllOr::Some, AllOr::All) => self` branch that the real code hits rather than the all-true short circuit. Medians on a c6id-class host, one zone per split at the default 8192-row zone and block length: no zone pruned 7.4 ns vs 147 ns expanded (~20x) all zones pruned 14.5 ns vs 151 ns expanded (~10x) The gap widens with split length - at 65536 rows over 8 zones the no-prune case is 7.4 ns against 420 ns. The absolute saving is roughly 140-400 ns per split per pruning expression, which is why it does not surface in a query-level benchmark: a split then decodes 8192 rows across every projected column. `mixed_zones` covers the case where the covering zones genuinely disagree and the expansion still has to run. It needs at least two zones to be meaningful, so it takes its own argument set - a one-zone split is uniform by construction and would silently measure a fast path. There the added `count_range` shows a small overhead, within a few percent and at the edge of what this environment resolves, so it is bounded rather than claimed to be free. Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

joseph-isaacs added the action/bench-sql Run SQL benchmarks without Vortex Compact on this PR label Aug 7, 2026 — with Claude

github-actions Bot removed the action/bench-sql Run SQL benchmarks without Vortex Compact on this PR label Aug 7, 2026

joseph-isaacs added the changelog/performance A performance improvement label Aug 7, 2026 — with Claude

joseph-isaacs changed the title ~~Uniform-zone fast path in ZonedReader::pruning_evaluation~~ Skip per-split zone-mask expansion when covering zones are uniform Aug 7, 2026

joseph-isaacs force-pushed the claude/layoutreader-v1-scan-perf-0l1nci branch from 0fa9c84 to 5eff4dc Compare August 7, 2026 11:59

joseph-isaacs force-pushed the claude/layoutreader-v1-scan-perf-0l1nci branch from 5eff4dc to ec8e480 Compare August 7, 2026 12:00

joseph-isaacs added the action/bench-all Runs all CPU benchmarks. Do not combine with other benchmark labels; GPU is the only exception. label Aug 7, 2026

github-actions Bot removed the action/bench-all Runs all CPU benchmarks. Do not combine with other benchmark labels; GPU is the only exception. label Aug 7, 2026

joseph-isaacs force-pushed the claude/layoutreader-v1-scan-perf-0l1nci branch from ec8e480 to cad24dc Compare August 7, 2026 14:05

joseph-isaacs force-pushed the claude/layoutreader-v1-scan-perf-0l1nci branch from cad24dc to 3062ebb Compare August 7, 2026 14:34

joseph-isaacs added the action/bench-all Runs all CPU benchmarks. Do not combine with other benchmark labels; GPU is the only exception. label Aug 7, 2026

github-actions Bot removed the action/bench-all Runs all CPU benchmarks. Do not combine with other benchmark labels; GPU is the only exception. label Aug 7, 2026

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Rationale for this change

What changes are included in this PR?

Why the fast paths are exactly equivalent

Benchmarks

The SQL suites cannot resolve this, across three sweeps

Tests

What APIs are changed? Are there any user-facing changes?

Checks run

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codspeed-hq Bot commented Aug 7, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Merging this PR will improve performance by 13.05%

Performance Changes

Footnotes

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joseph-isaacs commented Aug 7, 2026

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Polar Signals Profiling Results

Latest Run

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github-actions Bot commented Aug 7, 2026

Benchmarks: PolarSignals Profiling 📖

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Benchmarks: TPC-H SF=1 on NVME 📖

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Benchmarks: FineWeb NVMe 📖

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Benchmarks: TPC-DS SF=1 on NVME 📖

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Benchmarks: Clickbench Sorted on NVME 📖

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Benchmarks: TPC-H SF=10 on NVME 📖

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Benchmarks: Clickbench on NVME 📖

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Benchmarks: Statistical and Population Genetics 📖

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Benchmarks: FineWeb S3 📖

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Benchmarks: TPC-H SF=1 on S3 📖

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Benchmarks: String Encoding 📖

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Benchmarks: FineWeb NVMe 📖

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Benchmarks: Clickbench Sorted on NVME 📖

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Benchmarks: Random Access 📖

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Benchmarks: TPC-H SF=10 on S3 📖

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Benchmarks: TPC-H SF=1 on NVME 📖

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