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Introduce array_slots macro for type-safe array slot access - #8912

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robert3005 merged 4 commits into
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claude/array-slots-macro-migration-btzeou
Jul 24, 2026
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Introduce array_slots macro for type-safe array slot access#8912
robert3005 merged 4 commits into
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claude/array-slots-macro-migration-btzeou

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@joseph-isaacs

@joseph-isaacs joseph-isaacs commented Jul 23, 2026 •
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Rationale for this change

This PR introduces a new #[array_slots] procedural macro that provides type-safe, ergonomic access to array child slots. Previously, array implementations used manual constant definitions (e.g., VALIDITY_SLOT = 0, METADATA_SLOT = 1) and error-prone index-based slot access via slots[idx]. This approach was repetitive, error-prone, and lacked compile-time safety.

What changes are included in this PR?

  • Refactored array implementations: Updated all array types to use the macro:
    • ParquetVariantArray (parquet-variant encoding)
    • FSSTArray (fsst encoding)
    • ALPRDArray (alp encoding)
    • ListArray, ListViewArray, FixedSizeListArray (core arrays)
    • VarBinArray, VarBinViewArray (core arrays)
    • BoolArray, DecimalArray, PrimitiveArray (core arrays)
    • VariantArray (core array)
    • RLEArray, DeltaArray, FoRArray (fastlanes encodings)
    • RunEndArray (runend encoding)
    • ZigZagArray (zigzag encoding)
    • ZstdArray (zstd encoding)
    • PcoArray (pco encoding)
    • DecimalBytePartsArray (decimal-byte-parts encoding)
    • And others

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Benchmarks: Vortex queries 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.0%
Engines: DataFusion No clear signal (+0.2%, low confidence) · DuckDB No clear signal (-2.1%, low confidence)
Vortex (geomean): 0.990x ➖
Parquet (geomean): 0.995x ➖
Shifts: Parquet (control) -0.5% · 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 (0.995x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
vortex_q00/datafusion:vortex-file-compressed 47091618 47176825 1.00
vortex_q01/datafusion:vortex-file-compressed 57535237 58001757 0.99
datafusion / parquet (0.993x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
vortex_q00/datafusion:parquet 162559982 165380534 0.98
vortex_q01/datafusion:parquet 25964421 25863046 1.00
duckdb / vortex-file-compressed (0.976x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
vortex_q00/duckdb:vortex-file-compressed 56957672 58223788 0.98
vortex_q01/duckdb:vortex-file-compressed 36797025 37813689 0.97
duckdb / parquet (0.996x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
vortex_q00/duckdb:parquet 179034912 179558060 1.00
vortex_q01/duckdb:parquet 62846895 63142431 1.00

No file size changes detected.

@codspeed-hq

codspeed-hq Bot commented Jul 23, 2026 •
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Merging this PR will not alter performance

⚠️ Unknown Walltime execution environment detected

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

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

✅ 1892 untouched benchmarks
⏩ 3 skipped benchmarks1

Comparing claude/array-slots-macro-migration-btzeou (f2f44e8) with develop (1e6102b)

Open in CodSpeed

Footnotes

  1. 3 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. ↩

@claude
Port all fixed-slot arrays to the #[array_slots] macro
bb63034 
Migrate every array encoding with a fixed set of child slots to the
#[array_slots] proc macro, replacing hand-written slot index constants
(*_SLOT/NUM_SLOTS/SLOT_NAMES), from_slots/into_slots plumbing, and
per-slot ext-trait accessors with the generated Slots struct, SlotsView,
and *ArraySlotsExt trait.

Newly ported arrays:
- vortex-array: Primitive, Bool, Decimal, VarBin, VarBinView,
  FixedSizeList, List, ListView, Filter, Slice, Extension, Shared,
  Variant
- fastlanes: FoR, Delta, RLE
- encodings: RunEnd, ZigZag, FSST, ALPRD, Pco, ByteBool, Zstd,
  DecimalByteParts, ParquetVariant

Slot field order everywhere matches the previous slot indices, and slot
names match the previous SLOT_NAMES, so serialization is unchanged.
Validity-style slots are Option<ArrayRef>; Validity-returning helpers
that would collide with generated accessors follow the Masked pattern
(e.g. bytebool_validity, parquet_variant_validity, unsliced_validity).
Ext traits that kept non-slot methods are now supertraited on the
generated *ArraySlotsExt; traits that only had slot accessors were
removed. Downstream call sites across vortex-cuda, vortex-arrow,
vortex-btrblocks, vortex-compressor, vortex-duckdb, vortex-row,
vortex-geo, vortex-tensor, fuzz, and benches import the generated
traits.

Arrays with variable-length children (Chunked, Struct, Union,
Interleave, ScalarFn, ZstdBuffers) and zero-slot arrays (Null,
Constant, Sequence) are intentionally not migrated.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BGk7kM4exZVJ5STJxt4dxK
Signed-off-by: Claude <noreply@anthropic.com>
@joseph-isaacs
joseph-isaacs force-pushed the claude/array-slots-macro-migration-btzeou branch from 50971c5 to bb63034 Compare July 23, 2026 11:22
@joseph-isaacs joseph-isaacs mentioned this pull request Jul 23, 2026
Closed
@claude
Merge remote-tracking branch 'origin/develop' into claude/array-slots…
f3cee22 
…-macro-migration-btzeou

Signed-off-by: Claude <noreply@anthropic.com>

# Conflicts:
#	vortex-array/src/arrays/masked/execute.rs
#	vortex-compressor/src/compressor/cascade.rs
@joseph-isaacs joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Jul 24, 2026
@github-actions github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label Jul 24, 2026
@joseph-isaacs joseph-isaacs added action/benchmark Trigger full benchmarks to run on this PR changelog/chore A trivial change labels Jul 24, 2026 — with Claude
@github-actions github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label Jul 24, 2026
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Polar Signals Profiling Results

Latest Run

Status Commit Job Attempt Link
🟢 Done f2f44e8 1 Explore Profiling Data
Previous Runs (1)
Status Commit Job Attempt Link
🟢 Done f3cee22 1 Explore Profiling Data

Powered by Polar Signals Cloud

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Benchmarks: PolarSignals Profiling 📖

Vortex (geomean): 1.015x ➖

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 (1.015x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed 115826489 116217170 1.00
polarsignals_q01/datafusion:vortex-file-compressed 243579853 264533069 0.92
polarsignals_q02/datafusion:vortex-file-compressed 21043466 22529458 0.93
polarsignals_q03/datafusion:vortex-file-compressed 257154467 265563993 0.97
polarsignals_q04/datafusion:vortex-file-compressed 9828905 8974054 1.10
polarsignals_q05/datafusion:vortex-file-compressed 14729532 13511256 1.09
polarsignals_q06/datafusion:vortex-file-compressed 19690966 19481771 1.01
polarsignals_q07/datafusion:vortex-file-compressed 13108990 12196994 1.07
polarsignals_q08/datafusion:vortex-file-compressed 401748883 380910531 1.05
polarsignals_q09/datafusion:vortex-file-compressed 9888508 9639098 1.03

No file size changes detected.

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Benchmarks: FineWeb NVMe 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.5%
Engines: DataFusion No clear signal (+1.3%, low confidence) · DuckDB No clear signal (-0.3%, low confidence)
Vortex (geomean): 0.998x ➖
Parquet (geomean): 0.993x ➖
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 (1.000x ➖, 1↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀 4448995 5130299 0.87
fineweb_q01/datafusion:vortex-file-compressed 30429260 31621098 0.96
fineweb_q02/datafusion:vortex-file-compressed 36321879 33608989 1.08
fineweb_q03/datafusion:vortex-file-compressed 53464264 54056084 0.99
fineweb_q04/datafusion:vortex-file-compressed 241929744 242808144 1.00
fineweb_q05/datafusion:vortex-file-compressed 186395177 185722436 1.00
fineweb_q06/datafusion:vortex-file-compressed 48022357 47704586 1.01
fineweb_q07/datafusion:vortex-file-compressed 52414552 53490536 0.98
fineweb_q08/datafusion:vortex-file-compressed 🚨 22457805 19717969 1.14
datafusion / vortex-compact (0.999x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 5086559 5296779 0.96
fineweb_q01/datafusion:vortex-compact 🚨 100967238 90266236 1.12
fineweb_q02/datafusion:vortex-compact 105805898 108488039 0.98
fineweb_q03/datafusion:vortex-compact 865545704 861627841 1.00
fineweb_q04/datafusion:vortex-compact 904895898 914354704 0.99
fineweb_q05/datafusion:vortex-compact 813006793 802151615 1.01
fineweb_q06/datafusion:vortex-compact 454392694 452085856 1.01
fineweb_q07/datafusion:vortex-compact 477580724 461491793 1.03
fineweb_q08/datafusion:vortex-compact 17689991 19633155 0.90
datafusion / parquet (0.987x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/datafusion:parquet 6425793 7045585 0.91
fineweb_q01/datafusion:parquet 291825583 294989364 0.99
fineweb_q02/datafusion:parquet 289507115 294115473 0.98
fineweb_q03/datafusion:parquet 299636860 277420961 1.08
fineweb_q04/datafusion:parquet 306144636 309024537 0.99
fineweb_q05/datafusion:parquet 293627387 311585740 0.94
fineweb_q06/datafusion:parquet 290860693 295349834 0.98
fineweb_q07/datafusion:parquet 277518512 276119752 1.01
fineweb_q08/datafusion:parquet 278065191 277410217 1.00
duckdb / vortex-file-compressed (0.990x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 3074610 3097569 0.99
fineweb_q01/duckdb:vortex-file-compressed 32485137 32549319 1.00
fineweb_q02/duckdb:vortex-file-compressed 37466203 36802041 1.02
fineweb_q03/duckdb:vortex-file-compressed 97746009 102919118 0.95
fineweb_q04/duckdb:vortex-file-compressed 241058326 243420257 0.99
fineweb_q05/duckdb:vortex-file-compressed 179083023 182369823 0.98
fineweb_q06/duckdb:vortex-file-compressed 50999414 53049897 0.96
fineweb_q07/duckdb:vortex-file-compressed 54727301 53682883 1.02
fineweb_q08/duckdb:vortex-file-compressed 20053681 20056085 1.00
duckdb / vortex-compact (1.002x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 3259929 3211028 1.02
fineweb_q01/duckdb:vortex-compact 107900929 110935793 0.97
fineweb_q02/duckdb:vortex-compact 116041370 110912535 1.05
fineweb_q03/duckdb:vortex-compact 841533020 853130363 0.99
fineweb_q04/duckdb:vortex-compact 902296732 897428333 1.01
fineweb_q05/duckdb:vortex-compact 806463611 798758056 1.01
fineweb_q06/duckdb:vortex-compact 466836776 458334086 1.02
fineweb_q07/duckdb:vortex-compact 484118253 478096810 1.01
fineweb_q08/duckdb:vortex-compact 19983462 20889842 0.96
duckdb / parquet (0.999x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/duckdb:parquet 34482533 34406350 1.00
fineweb_q01/duckdb:parquet 89475639 90526320 0.99
fineweb_q02/duckdb:parquet 90690194 89756955 1.01
fineweb_q03/duckdb:parquet 317804246 318076884 1.00
fineweb_q04/duckdb:parquet 449984666 446745512 1.01
fineweb_q05/duckdb:parquet 417458337 417810222 1.00
fineweb_q06/duckdb:parquet 206674817 206892437 1.00
fineweb_q07/duckdb:parquet 218668724 219260188 1.00
fineweb_q08/duckdb:parquet 36374330 36860023 0.99

No file size changes detected.

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Benchmarks: TPC-H SF=1 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.6%
Engines: DataFusion No clear signal (+1.0%, environment too noisy confidence) · DuckDB No clear signal (+0.2%, low confidence)
Vortex (geomean): 1.024x ➖
Parquet (geomean): 1.014x ➖
Shifts: Parquet (control) +1.4% · Median polish +1.3%

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 (1.043x ➖, 0↑ 2↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 55219635 53772923 1.03
tpch_q02/datafusion:vortex-file-compressed 23120460 22251341 1.04
tpch_q03/datafusion:vortex-file-compressed 32277857 32005366 1.01
tpch_q04/datafusion:vortex-file-compressed 20264415 19187231 1.06
tpch_q05/datafusion:vortex-file-compressed 🚨 51944522 46475033 1.12
tpch_q06/datafusion:vortex-file-compressed 🚨 10752832 9308502 1.16
tpch_q07/datafusion:vortex-file-compressed 57234643 54297961 1.05
tpch_q08/datafusion:vortex-file-compressed 40333378 38134584 1.06
tpch_q09/datafusion:vortex-file-compressed 52354691 50564107 1.04
tpch_q10/datafusion:vortex-file-compressed 35253406 33018768 1.07
tpch_q11/datafusion:vortex-file-compressed 16674800 16371070 1.02
tpch_q12/datafusion:vortex-file-compressed 24586781 23490430 1.05
tpch_q13/datafusion:vortex-file-compressed 25740201 25894696 0.99
tpch_q14/datafusion:vortex-file-compressed 15653019 15248454 1.03
tpch_q15/datafusion:vortex-file-compressed 23424719 23080459 1.01
tpch_q16/datafusion:vortex-file-compressed 19633691 19746273 0.99
tpch_q17/datafusion:vortex-file-compressed 69695809 64909467 1.07
tpch_q18/datafusion:vortex-file-compressed 77663496 77577411 1.00
tpch_q19/datafusion:vortex-file-compressed 20806783 19211309 1.08
tpch_q20/datafusion:vortex-file-compressed 30663247 29620052 1.04
tpch_q21/datafusion:vortex-file-compressed 71438635 69311713 1.03
tpch_q22/datafusion:vortex-file-compressed 12350997 11960138 1.03
datafusion / vortex-compact (1.025x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-compact 65135909 63497965 1.03
tpch_q02/datafusion:vortex-compact 25625106 26065204 0.98
tpch_q03/datafusion:vortex-compact 34802015 33571508 1.04
tpch_q04/datafusion:vortex-compact 23485022 23372534 1.00
tpch_q05/datafusion:vortex-compact 49821597 48454492 1.03
tpch_q06/datafusion:vortex-compact 12673734 12075635 1.05
tpch_q07/datafusion:vortex-compact 58745749 56384419 1.04
tpch_q08/datafusion:vortex-compact 43225853 43016403 1.00
tpch_q09/datafusion:vortex-compact 57472823 55396246 1.04
tpch_q10/datafusion:vortex-compact 39826415 38854388 1.03
tpch_q11/datafusion:vortex-compact 18098920 18139902 1.00
tpch_q12/datafusion:vortex-compact 32252271 32395323 1.00
tpch_q13/datafusion:vortex-compact 32169440 30738322 1.05
tpch_q14/datafusion:vortex-compact 19899883 18266471 1.09
tpch_q15/datafusion:vortex-compact 30437350 29837519 1.02
tpch_q16/datafusion:vortex-compact 23285708 23680026 0.98
tpch_q17/datafusion:vortex-compact 74042975 68389529 1.08
tpch_q18/datafusion:vortex-compact 80706526 79330403 1.02
tpch_q19/datafusion:vortex-compact 38677389 38349035 1.01
tpch_q20/datafusion:vortex-compact 35765486 34481452 1.04
tpch_q21/datafusion:vortex-compact 82434096 79912204 1.03
tpch_q22/datafusion:vortex-compact 14070504 13865845 1.01
datafusion / parquet (1.017x ➖, 1↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:parquet 143434326 136112543 1.05
tpch_q02/datafusion:parquet 63746713 63600861 1.00
tpch_q03/datafusion:parquet 86075398 78892901 1.09
tpch_q04/datafusion:parquet 49494379 47814890 1.04
tpch_q05/datafusion:parquet 103343993 98937214 1.04
tpch_q06/datafusion:parquet 43343200 40763287 1.06
tpch_q07/datafusion:parquet 113143108 108748094 1.04
tpch_q08/datafusion:parquet 92632077 92942646 1.00
tpch_q09/datafusion:parquet 136455609 129663724 1.05
tpch_q10/datafusion:parquet 120934184 116409611 1.04
tpch_q11/datafusion:parquet 44766815 42737294 1.05
tpch_q12/datafusion:parquet 🚀 75945697 87199823 0.87
tpch_q13/datafusion:parquet 213215995 210080770 1.01
tpch_q14/datafusion:parquet 41847134 42854837 0.98
tpch_q15/datafusion:parquet 60938326 63011245 0.97
tpch_q16/datafusion:parquet 45163858 46459710 0.97
tpch_q17/datafusion:parquet 144012246 153437150 0.94
tpch_q18/datafusion:parquet 160355803 159954786 1.00
tpch_q19/datafusion:parquet 76118182 70381304 1.08
tpch_q20/datafusion:parquet 78035744 74935473 1.04
tpch_q21/datafusion:parquet 147649997 143386513 1.03
tpch_q22/datafusion:parquet 46062276 44729691 1.03
datafusion / arrow (1.012x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:arrow 61901060 67197432 0.92
tpch_q02/datafusion:arrow 17365567 17454035 0.99
tpch_q03/datafusion:arrow 34513012 34162135 1.01
tpch_q04/datafusion:arrow 28207162 28184401 1.00
tpch_q05/datafusion:arrow 60712730 58612471 1.04
tpch_q06/datafusion:arrow 🚨 26089413 22616622 1.15
tpch_q07/datafusion:arrow 115147479 107733660 1.07
tpch_q08/datafusion:arrow 45993492 46270024 0.99
tpch_q09/datafusion:arrow 67304747 73182834 0.92
tpch_q10/datafusion:arrow 52396004 52756882 0.99
tpch_q11/datafusion:arrow 10009435 9508643 1.05
tpch_q12/datafusion:arrow 52369761 52928182 0.99
tpch_q13/datafusion:arrow 46342280 46281565 1.00
tpch_q14/datafusion:arrow 24551363 24793530 0.99
tpch_q15/datafusion:arrow 49071665 48159253 1.02
tpch_q16/datafusion:arrow 17003992 17128875 0.99
tpch_q17/datafusion:arrow 71653903 73188001 0.98
tpch_q18/datafusion:arrow 117938985 111803706 1.05
tpch_q19/datafusion:arrow 39235840 40081932 0.98
tpch_q20/datafusion:arrow 39688647 38062082 1.04
tpch_q21/datafusion:arrow 166768024 159220974 1.05
tpch_q22/datafusion:arrow 13347905 12784827 1.04
duckdb / vortex-file-compressed (1.009x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 27567212 27662660 1.00
tpch_q02/duckdb:vortex-file-compressed 25592901 25742113 0.99
tpch_q03/duckdb:vortex-file-compressed 32304620 32386264 1.00
tpch_q04/duckdb:vortex-file-compressed 28894418 28031384 1.03
tpch_q05/duckdb:vortex-file-compressed 36050078 36286998 0.99
tpch_q06/duckdb:vortex-file-compressed 8789331 8849644 0.99
tpch_q07/duckdb:vortex-file-compressed 34745714 34354852 1.01
tpch_q08/duckdb:vortex-file-compressed 39980897 39326653 1.02
tpch_q09/duckdb:vortex-file-compressed 58116714 57165316 1.02
tpch_q10/duckdb:vortex-file-compressed 41979309 41562807 1.01
tpch_q11/duckdb:vortex-file-compressed 14673915 14381003 1.02
tpch_q12/duckdb:vortex-file-compressed 23656720 23800483 0.99
tpch_q13/duckdb:vortex-file-compressed 40946842 41072983 1.00
tpch_q14/duckdb:vortex-file-compressed 20485519 20163917 1.02
tpch_q15/duckdb:vortex-file-compressed 17197108 16574666 1.04
tpch_q16/duckdb:vortex-file-compressed 28037581 28007101 1.00
tpch_q17/duckdb:vortex-file-compressed 23878380 23157810 1.03
tpch_q18/duckdb:vortex-file-compressed 54528559 52802632 1.03
tpch_q19/duckdb:vortex-file-compressed 26649701 26938062 0.99
tpch_q20/duckdb:vortex-file-compressed 33183439 32453458 1.02
tpch_q21/duckdb:vortex-file-compressed 102887736 104866382 0.98
tpch_q22/duckdb:vortex-file-compressed 17237833 16968698 1.02
duckdb / vortex-compact (1.019x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-compact 38316046 37196599 1.03
tpch_q02/duckdb:vortex-compact 32258727 31374159 1.03
tpch_q03/duckdb:vortex-compact 37717241 36492033 1.03
tpch_q04/duckdb:vortex-compact 35140707 34762794 1.01
tpch_q05/duckdb:vortex-compact 41287143 41031556 1.01
tpch_q06/duckdb:vortex-compact 10972408 10755204 1.02
tpch_q07/duckdb:vortex-compact 43932099 43111826 1.02
tpch_q08/duckdb:vortex-compact 47329991 47075583 1.01
tpch_q09/duckdb:vortex-compact 68451648 68669451 1.00
tpch_q10/duckdb:vortex-compact 48705247 48229294 1.01
tpch_q11/duckdb:vortex-compact 16326387 16285942 1.00
tpch_q12/duckdb:vortex-compact 32780312 32247348 1.02
tpch_q13/duckdb:vortex-compact 46570609 46911958 0.99
tpch_q14/duckdb:vortex-compact 24954504 24231620 1.03
tpch_q15/duckdb:vortex-compact 20655776 19938985 1.04
tpch_q16/duckdb:vortex-compact 29910951 29308292 1.02
tpch_q17/duckdb:vortex-compact 28169654 28084076 1.00
tpch_q18/duckdb:vortex-compact 59729421 58908553 1.01
tpch_q19/duckdb:vortex-compact 33928667 31041576 1.09
tpch_q20/duckdb:vortex-compact 38862591 37802434 1.03
tpch_q21/duckdb:vortex-compact 118085402 116312354 1.02
tpch_q22/duckdb:vortex-compact 18279900 18006540 1.02
duckdb / parquet (1.011x ➖, 0↑ 2↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:parquet 79459694 78800029 1.01
tpch_q02/duckdb:parquet 41598617 41200619 1.01
tpch_q03/duckdb:parquet 73650030 72531966 1.02
tpch_q04/duckdb:parquet 51152723 51152134 1.00
tpch_q05/duckdb:parquet 70478674 70298342 1.00
tpch_q06/duckdb:parquet 23048618 23039378 1.00
tpch_q07/duckdb:parquet 73880731 72071205 1.03
tpch_q08/duckdb:parquet 85301024 85231999 1.00
tpch_q09/duckdb:parquet 150227979 161387847 0.93
tpch_q10/duckdb:parquet 137650739 129999449 1.06
tpch_q11/duckdb:parquet 23681034 23658807 1.00
tpch_q12/duckdb:parquet 52828875 55013858 0.96
tpch_q13/duckdb:parquet 266436199 265528514 1.00
tpch_q14/duckdb:parquet 53123272 52958391 1.00
tpch_q15/duckdb:parquet 🚨 30880829 27256111 1.13
tpch_q16/duckdb:parquet 60552651 60381610 1.00
tpch_q17/duckdb:parquet 59311574 61301830 0.97
tpch_q18/duckdb:parquet 122319928 123499798 0.99
tpch_q19/duckdb:parquet 88419292 88849652 1.00
tpch_q20/duckdb:parquet 🚨 73983606 66987886 1.10
tpch_q21/duckdb:parquet 195166502 186141062 1.05
tpch_q22/duckdb:parquet 56574253 56725492 1.00
duckdb / duckdb (1.010x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:duckdb 17983632 18097833 0.99
tpch_q02/duckdb:duckdb 15389577 15373182 1.00
tpch_q03/duckdb:duckdb 23507660 23324951 1.01
tpch_q04/duckdb:duckdb 22377643 23166360 0.97
tpch_q05/duckdb:duckdb 24276890 24090992 1.01
tpch_q06/duckdb:duckdb 7310318 7206436 1.01
tpch_q07/duckdb:duckdb 26854675 25958286 1.03
tpch_q08/duckdb:duckdb 25105527 24597287 1.02
tpch_q09/duckdb:duckdb 61645288 58908449 1.05
tpch_q10/duckdb:duckdb 53438734 51660258 1.03
tpch_q11/duckdb:duckdb 7676997 7629217 1.01
tpch_q12/duckdb:duckdb 18877663 18487901 1.02
tpch_q13/duckdb:duckdb 40328481 40209645 1.00
tpch_q14/duckdb:duckdb 21975736 22634507 0.97
tpch_q15/duckdb:duckdb 14037384 13901875 1.01
tpch_q16/duckdb:duckdb 27071923 26581118 1.02
tpch_q17/duckdb:duckdb 16494969 16443753 1.00
tpch_q18/duckdb:duckdb 41750688 41286269 1.01
tpch_q19/duckdb:duckdb 32928690 31912533 1.03
tpch_q20/duckdb:duckdb 25837117 25502775 1.01
tpch_q21/duckdb:duckdb 64128434 62872193 1.02
tpch_q22/duckdb:duckdb 26871346 26988471 1.00

No file size changes detected.

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: TPC-DS SF=1 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.6%
Engines: DataFusion No clear signal (+0.2%, low confidence) · DuckDB No clear signal (+1.2%, low confidence)
Vortex (geomean): 1.050x ➖
Parquet (geomean): 1.041x ➖
Shifts: Parquet (control) +4.1% · Median polish +4.3%

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 (1.064x ➖, 0↑ 21↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚨 24808629 21833299 1.14
tpcds_q02/datafusion:vortex-file-compressed 🚨 45026859 40862774 1.10
tpcds_q03/datafusion:vortex-file-compressed 14789416 14330563 1.03
tpcds_q04/datafusion:vortex-file-compressed 🚨 244540212 217781459 1.12
tpcds_q05/datafusion:vortex-file-compressed 🚨 46270565 41930387 1.10
tpcds_q06/datafusion:vortex-file-compressed 24170026 22862523 1.06
tpcds_q07/datafusion:vortex-file-compressed 🚨 44166218 39547897 1.12
tpcds_q08/datafusion:vortex-file-compressed 30279519 29369126 1.03
tpcds_q09/datafusion:vortex-file-compressed 31975646 30212478 1.06
tpcds_q10/datafusion:vortex-file-compressed 🚨 38426943 34847499 1.10
tpcds_q11/datafusion:vortex-file-compressed 132196346 122204272 1.08
tpcds_q12/datafusion:vortex-file-compressed 18147599 16580966 1.09
tpcds_q13/datafusion:vortex-file-compressed 47634052 46405374 1.03
tpcds_q14/datafusion:vortex-file-compressed 159268907 151886873 1.05
tpcds_q15/datafusion:vortex-file-compressed 27921474 27173521 1.03
tpcds_q16/datafusion:vortex-file-compressed 25057557 22855097 1.10
tpcds_q17/datafusion:vortex-file-compressed 62787949 58225613 1.08
tpcds_q18/datafusion:vortex-file-compressed 61829165 57139239 1.08
tpcds_q19/datafusion:vortex-file-compressed 🚨 23461778 21218329 1.11
tpcds_q20/datafusion:vortex-file-compressed 20645481 19218170 1.07
tpcds_q21/datafusion:vortex-file-compressed 36722553 35518963 1.03
tpcds_q22/datafusion:vortex-file-compressed 🚨 133892829 121503822 1.10
tpcds_q23/datafusion:vortex-file-compressed 151025777 147761403 1.02
tpcds_q24/datafusion:vortex-file-compressed 89106876 81197892 1.10
tpcds_q25/datafusion:vortex-file-compressed 🚨 64846961 58621316 1.11
tpcds_q26/datafusion:vortex-file-compressed 31243632 29330280 1.07
tpcds_q27/datafusion:vortex-file-compressed 96648330 92657087 1.04
tpcds_q28/datafusion:vortex-file-compressed 33317594 31523930 1.06
tpcds_q29/datafusion:vortex-file-compressed 59618364 56941753 1.05
tpcds_q30/datafusion:vortex-file-compressed 🚨 26185568 23379732 1.12
tpcds_q31/datafusion:vortex-file-compressed 71890510 66652813 1.08
tpcds_q32/datafusion:vortex-file-compressed 18993754 19511896 0.97
tpcds_q33/datafusion:vortex-file-compressed 28786421 28376894 1.01
tpcds_q34/datafusion:vortex-file-compressed 26672312 24561793 1.09
tpcds_q35/datafusion:vortex-file-compressed 🚨 46735482 41304100 1.13
tpcds_q36/datafusion:vortex-file-compressed 59845814 55788694 1.07
tpcds_q37/datafusion:vortex-file-compressed 17941829 18165718 0.99
tpcds_q38/datafusion:vortex-file-compressed 39569447 39823097 0.99
tpcds_q39/datafusion:vortex-file-compressed 113591111 107197630 1.06
tpcds_q40/datafusion:vortex-file-compressed 29944342 28761095 1.04
tpcds_q41/datafusion:vortex-file-compressed 20756157 19217144 1.08
tpcds_q42/datafusion:vortex-file-compressed 13497961 14295216 0.94
tpcds_q43/datafusion:vortex-file-compressed 18802604 18438746 1.02
tpcds_q44/datafusion:vortex-file-compressed 31023701 29870962 1.04
tpcds_q45/datafusion:vortex-file-compressed 26187873 25061441 1.04
tpcds_q46/datafusion:vortex-file-compressed 🚨 37037746 33340081 1.11
tpcds_q47/datafusion:vortex-file-compressed 143652515 133839862 1.07
tpcds_q48/datafusion:vortex-file-compressed 🚨 38618257 35101256 1.10
tpcds_q49/datafusion:vortex-file-compressed 62036726 57445119 1.08
tpcds_q50/datafusion:vortex-file-compressed 39755689 38082205 1.04
tpcds_q51/datafusion:vortex-file-compressed 90552684 91120836 0.99
tpcds_q52/datafusion:vortex-file-compressed 🚨 15396030 13395945 1.15
tpcds_q53/datafusion:vortex-file-compressed 22740969 20755880 1.10
tpcds_q54/datafusion:vortex-file-compressed 34911091 32497979 1.07
tpcds_q55/datafusion:vortex-file-compressed 14037696 12877316 1.09
tpcds_q56/datafusion:vortex-file-compressed 31141805 28697352 1.09
tpcds_q57/datafusion:vortex-file-compressed 96583570 94471428 1.02
tpcds_q58/datafusion:vortex-file-compressed 55318885 51592245 1.07
tpcds_q59/datafusion:vortex-file-compressed 59159924 57560285 1.03
tpcds_q60/datafusion:vortex-file-compressed 29717116 29618908 1.00
tpcds_q61/datafusion:vortex-file-compressed 40761479 38894363 1.05
tpcds_q62/datafusion:vortex-file-compressed 22108069 20922423 1.06
tpcds_q63/datafusion:vortex-file-compressed 21989196 21156274 1.04
tpcds_q64/datafusion:vortex-file-compressed 386013518 384530433 1.00
tpcds_q65/datafusion:vortex-file-compressed 52640412 50856490 1.04
tpcds_q66/datafusion:vortex-file-compressed 70598992 66424203 1.06
tpcds_q67/datafusion:vortex-file-compressed 156353000 150153217 1.04
tpcds_q68/datafusion:vortex-file-compressed 33991229 33948334 1.00
tpcds_q69/datafusion:vortex-file-compressed 35602751 32619874 1.09
tpcds_q70/datafusion:vortex-file-compressed 98354120 94167948 1.04
tpcds_q71/datafusion:vortex-file-compressed 23047319 21551937 1.07
tpcds_q72/datafusion:vortex-file-compressed 2191535900 2131083732 1.03
tpcds_q73/datafusion:vortex-file-compressed 24252949 22599921 1.07
tpcds_q74/datafusion:vortex-file-compressed 79549312 74560427 1.07
tpcds_q75/datafusion:vortex-file-compressed 109680665 102999796 1.06
tpcds_q76/datafusion:vortex-file-compressed 29548553 27749480 1.06
tpcds_q77/datafusion:vortex-file-compressed 🚨 38749961 35019564 1.11
tpcds_q78/datafusion:vortex-file-compressed 114136291 106764062 1.07
tpcds_q79/datafusion:vortex-file-compressed 29252780 28166183 1.04
tpcds_q80/datafusion:vortex-file-compressed 🚨 93729042 83598481 1.12
tpcds_q81/datafusion:vortex-file-compressed 26203435 25764399 1.02
tpcds_q82/datafusion:vortex-file-compressed 20183097 19378301 1.04
tpcds_q83/datafusion:vortex-file-compressed 36015279 34409082 1.05
tpcds_q84/datafusion:vortex-file-compressed 🚨 13490676 12130172 1.11
tpcds_q85/datafusion:vortex-file-compressed 🚨 92388093 83943931 1.10
tpcds_q86/datafusion:vortex-file-compressed 🚨 16094457 13765699 1.17
tpcds_q87/datafusion:vortex-file-compressed 40006066 37491389 1.07
tpcds_q88/datafusion:vortex-file-compressed 57000362 53455860 1.07
tpcds_q89/datafusion:vortex-file-compressed 26369289 24923182 1.06
tpcds_q90/datafusion:vortex-file-compressed 🚨 14380911 12370880 1.16
tpcds_q91/datafusion:vortex-file-compressed 19290193 18114175 1.06
tpcds_q92/datafusion:vortex-file-compressed 16085476 14778191 1.09
tpcds_q93/datafusion:vortex-file-compressed 31636503 32222432 0.98
tpcds_q94/datafusion:vortex-file-compressed 21005583 20056183 1.05
tpcds_q95/datafusion:vortex-file-compressed 58445314 53671280 1.09
tpcds_q96/datafusion:vortex-file-compressed 13215738 12569862 1.05
tpcds_q97/datafusion:vortex-file-compressed 🚨 29974755 26640580 1.13
tpcds_q98/datafusion:vortex-file-compressed 24778508 23889747 1.04
tpcds_q99/datafusion:vortex-file-compressed 27767101 25500196 1.09
datafusion / vortex-compact (1.047x ➖, 0↑ 7↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 25971630 23792512 1.09
tpcds_q02/datafusion:vortex-compact 52318041 50242561 1.04
tpcds_q03/datafusion:vortex-compact 20165493 19203809 1.05
tpcds_q04/datafusion:vortex-compact 268403318 256165289 1.05
tpcds_q05/datafusion:vortex-compact 51719312 47897287 1.08
tpcds_q06/datafusion:vortex-compact 29674416 31297097 0.95
tpcds_q07/datafusion:vortex-compact 60633305 59666046 1.02
tpcds_q08/datafusion:vortex-compact 41329265 39913143 1.04
tpcds_q09/datafusion:vortex-compact 56531431 53105173 1.06
tpcds_q10/datafusion:vortex-compact 55210261 53460942 1.03
tpcds_q11/datafusion:vortex-compact 156079387 146583684 1.06
tpcds_q12/datafusion:vortex-compact 22988883 21125911 1.09
tpcds_q13/datafusion:vortex-compact 131762456 134582939 0.98
tpcds_q14/datafusion:vortex-compact 190216966 180515611 1.05
tpcds_q15/datafusion:vortex-compact 30130519 29123977 1.03
tpcds_q16/datafusion:vortex-compact 29457293 28456869 1.04
tpcds_q17/datafusion:vortex-compact 105843057 98891925 1.07
tpcds_q18/datafusion:vortex-compact 74871813 68510834 1.09
tpcds_q19/datafusion:vortex-compact 36032386 34574263 1.04
tpcds_q20/datafusion:vortex-compact 23513509 23600896 1.00
tpcds_q21/datafusion:vortex-compact 42183080 39638994 1.06
tpcds_q22/datafusion:vortex-compact 131942595 127774886 1.03
tpcds_q23/datafusion:vortex-compact 183390990 176589054 1.04
tpcds_q24/datafusion:vortex-compact 112091071 105280584 1.06
tpcds_q25/datafusion:vortex-compact 81424692 76502666 1.06
tpcds_q26/datafusion:vortex-compact 44785773 42484758 1.05
tpcds_q27/datafusion:vortex-compact 142276702 134540620 1.06
tpcds_q28/datafusion:vortex-compact 87711674 87311756 1.00
tpcds_q29/datafusion:vortex-compact 78728376 72871254 1.08
tpcds_q30/datafusion:vortex-compact 30130331 27985786 1.08
tpcds_q31/datafusion:vortex-compact 105138243 98527981 1.07
tpcds_q32/datafusion:vortex-compact 22679202 21318603 1.06
tpcds_q33/datafusion:vortex-compact 39347461 38250070 1.03
tpcds_q34/datafusion:vortex-compact 42769107 41394763 1.03
tpcds_q35/datafusion:vortex-compact 60236074 56343226 1.07
tpcds_q36/datafusion:vortex-compact 76925400 74820062 1.03
tpcds_q37/datafusion:vortex-compact 26162982 25024869 1.05
tpcds_q38/datafusion:vortex-compact 53310570 49390609 1.08
tpcds_q39/datafusion:vortex-compact 124093691 116442053 1.07
tpcds_q40/datafusion:vortex-compact 32347002 31749117 1.02
tpcds_q41/datafusion:vortex-compact 🚨 23534733 21365392 1.10
tpcds_q42/datafusion:vortex-compact 19628857 18335598 1.07
tpcds_q43/datafusion:vortex-compact 26092885 26193526 1.00
tpcds_q44/datafusion:vortex-compact 50196046 49710636 1.01
tpcds_q45/datafusion:vortex-compact 31321333 29804464 1.05
tpcds_q46/datafusion:vortex-compact 55758023 53399171 1.04
tpcds_q47/datafusion:vortex-compact 160314453 155431853 1.03
tpcds_q48/datafusion:vortex-compact 97781010 98401551 0.99
tpcds_q49/datafusion:vortex-compact 79898322 77648522 1.03
tpcds_q50/datafusion:vortex-compact 52070908 50258185 1.04
tpcds_q51/datafusion:vortex-compact 99258418 93173570 1.07
tpcds_q52/datafusion:vortex-compact 19059687 18752753 1.02
tpcds_q53/datafusion:vortex-compact 31230811 30069909 1.04
tpcds_q54/datafusion:vortex-compact 46304002 42585518 1.09
tpcds_q55/datafusion:vortex-compact 18964271 18148986 1.04
tpcds_q56/datafusion:vortex-compact 42169362 39634632 1.06
tpcds_q57/datafusion:vortex-compact 104631601 98542356 1.06
tpcds_q58/datafusion:vortex-compact 61296572 58406241 1.05
tpcds_q59/datafusion:vortex-compact 74171539 71850918 1.03
tpcds_q60/datafusion:vortex-compact 40296373 39416720 1.02
tpcds_q61/datafusion:vortex-compact 58338123 56318238 1.04
tpcds_q62/datafusion:vortex-compact 23715184 22280654 1.06
tpcds_q63/datafusion:vortex-compact 31137601 29554420 1.05
tpcds_q64/datafusion:vortex-compact 475237857 453717920 1.05
tpcds_q65/datafusion:vortex-compact 69105284 65589720 1.05
tpcds_q66/datafusion:vortex-compact 75970766 72716918 1.04
tpcds_q67/datafusion:vortex-compact 164213904 161785424 1.02
tpcds_q68/datafusion:vortex-compact 54106580 53206520 1.02
tpcds_q69/datafusion:vortex-compact 52636837 50011806 1.05
tpcds_q70/datafusion:vortex-compact 🚨 116892643 106074147 1.10
tpcds_q71/datafusion:vortex-compact 34273734 33508937 1.02
tpcds_q72/datafusion:vortex-compact 2223282304 2118813640 1.05
tpcds_q73/datafusion:vortex-compact 41196109 39245146 1.05
tpcds_q74/datafusion:vortex-compact 🚨 104303307 94214101 1.11
tpcds_q75/datafusion:vortex-compact 137318718 130414536 1.05
tpcds_q76/datafusion:vortex-compact 39875846 37548382 1.06
tpcds_q77/datafusion:vortex-compact 49398732 48337535 1.02
tpcds_q78/datafusion:vortex-compact 130804512 121123476 1.08
tpcds_q79/datafusion:vortex-compact 49096436 47178804 1.04
tpcds_q80/datafusion:vortex-compact 101271710 103403912 0.98
tpcds_q81/datafusion:vortex-compact 29031815 27289318 1.06
tpcds_q82/datafusion:vortex-compact 28183568 26549635 1.06
tpcds_q83/datafusion:vortex-compact 🚨 40015790 35324052 1.13
tpcds_q84/datafusion:vortex-compact 🚨 15731558 14042644 1.12
tpcds_q85/datafusion:vortex-compact 142516784 134263744 1.06
tpcds_q86/datafusion:vortex-compact 16774439 15967223 1.05
tpcds_q87/datafusion:vortex-compact 51214791 49564035 1.03
tpcds_q88/datafusion:vortex-compact 111113100 109267831 1.02
tpcds_q89/datafusion:vortex-compact 🚨 35677494 31427204 1.14
tpcds_q90/datafusion:vortex-compact 16274294 15401977 1.06
tpcds_q91/datafusion:vortex-compact 37692425 37726546 1.00
tpcds_q92/datafusion:vortex-compact 🚨 20470699 18370371 1.11
tpcds_q93/datafusion:vortex-compact 41311531 39291549 1.05
tpcds_q94/datafusion:vortex-compact 26583009 24447412 1.09
tpcds_q95/datafusion:vortex-compact 62541821 59011914 1.06
tpcds_q96/datafusion:vortex-compact 22178300 22541661 0.98
tpcds_q97/datafusion:vortex-compact 37354369 38496657 0.97
tpcds_q98/datafusion:vortex-compact 31180520 30566646 1.02
tpcds_q99/datafusion:vortex-compact 27727325 26800776 1.03
datafusion / parquet (1.054x ➖, 0↑ 16↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpcds_q01/datafusion:parquet 25109076 23537203 1.07
tpcds_q02/datafusion:parquet 41912042 41779941 1.00
tpcds_q03/datafusion:parquet 14504213 14494806 1.00
tpcds_q04/datafusion:parquet 317429461 298783296 1.06
tpcds_q05/datafusion:parquet 47822038 44730280 1.07
tpcds_q06/datafusion:parquet 24725389 22685337 1.09
tpcds_q07/datafusion:parquet 81393883 77760882 1.05
tpcds_q08/datafusion:parquet 🚨 32931970 28509364 1.16
tpcds_q09/datafusion:parquet 41372465 37856255 1.09
tpcds_q10/datafusion:parquet 🚨 79659437 72032003 1.11
tpcds_q11/datafusion:parquet 158853132 149144155 1.07
tpcds_q12/datafusion:parquet 19297768 17639477 1.09
tpcds_q13/datafusion:parquet 77774765 75153687 1.03
tpcds_q14/datafusion:parquet 159853448 158387940 1.01
tpcds_q15/datafusion:parquet 22006446 21444025 1.03
tpcds_q16/datafusion:parquet 29880113 30002857 1.00
tpcds_q17/datafusion:parquet 61778503 62729702 0.98
tpcds_q18/datafusion:parquet 112333421 108875078 1.03
tpcds_q19/datafusion:parquet 23379061 22589488 1.03
tpcds_q20/datafusion:parquet 17856294 17116701 1.04
tpcds_q21/datafusion:parquet 19797833 18811925 1.05
tpcds_q22/datafusion:parquet 161180503 148547213 1.09
tpcds_q23/datafusion:parquet 156357358 157255719 0.99
tpcds_q24/datafusion:parquet 90549990 87379261 1.04
tpcds_q25/datafusion:parquet 65797003 61530011 1.07
tpcds_q26/datafusion:parquet 68041501 64512016 1.05
tpcds_q27/datafusion:parquet 146903481 139506737 1.05
tpcds_q28/datafusion:parquet 46189406 45517444 1.01
tpcds_q29/datafusion:parquet 65867591 65240871 1.01
tpcds_q30/datafusion:parquet 33946267 33682006 1.01
tpcds_q31/datafusion:parquet 69080595 66645077 1.04
tpcds_q32/datafusion:parquet 17229667 16884848 1.02
tpcds_q33/datafusion:parquet 28842865 27112287 1.06
tpcds_q34/datafusion:parquet 22763310 22768148 1.00
tpcds_q35/datafusion:parquet 77999077 71637245 1.09
tpcds_q36/datafusion:parquet 59734589 59107194 1.01
tpcds_q37/datafusion:parquet 🚨 20815457 18673631 1.11
tpcds_q38/datafusion:parquet 44421313 42701757 1.04
tpcds_q39/datafusion:parquet 🚨 82459375 73786047 1.12
tpcds_q40/datafusion:parquet 23896693 22891138 1.04
tpcds_q41/datafusion:parquet 15429472 14653423 1.05
tpcds_q42/datafusion:parquet 🚨 14194424 12308337 1.15
tpcds_q43/datafusion:parquet 17847002 17025648 1.05
tpcds_q44/datafusion:parquet 🚨 34730358 31549077 1.10
tpcds_q45/datafusion:parquet 30461969 29275480 1.04
tpcds_q46/datafusion:parquet 🚨 35952863 32015596 1.12
tpcds_q47/datafusion:parquet 131252466 126869632 1.03
tpcds_q48/datafusion:parquet 73234494 70372564 1.04
tpcds_q49/datafusion:parquet 58511112 58151610 1.01
tpcds_q50/datafusion:parquet 42787426 42526100 1.01
tpcds_q51/datafusion:parquet 92859896 87415187 1.06
tpcds_q52/datafusion:parquet 13232387 12043833 1.10
tpcds_q53/datafusion:parquet 19037666 17922364 1.06
tpcds_q54/datafusion:parquet 34300125 33660905 1.02
tpcds_q55/datafusion:parquet 🚨 12884985 11215688 1.15
tpcds_q56/datafusion:parquet 29051941 27511690 1.06
tpcds_q57/datafusion:parquet 103327120 94146191 1.10
tpcds_q58/datafusion:parquet 59056670 56435450 1.05
tpcds_q59/datafusion:parquet 65248866 60970277 1.07
tpcds_q60/datafusion:parquet 29230850 28342345 1.03
tpcds_q61/datafusion:parquet 44240551 42018574 1.05
tpcds_q62/datafusion:parquet 23352964 24658605 0.95
tpcds_q63/datafusion:parquet 18454193 18421343 1.00
tpcds_q64/datafusion:parquet 330196929 313585494 1.05
tpcds_q65/datafusion:parquet 38632358 36784795 1.05
tpcds_q66/datafusion:parquet 72438565 68235109 1.06
tpcds_q67/datafusion:parquet 153847605 150920099 1.02
tpcds_q68/datafusion:parquet 33545076 31356022 1.07
tpcds_q69/datafusion:parquet 🚨 73811883 66865417 1.10
tpcds_q70/datafusion:parquet 33763309 34215457 0.99
tpcds_q71/datafusion:parquet 23485935 22551808 1.04
tpcds_q72/datafusion:parquet 620993520 593008927 1.05
tpcds_q73/datafusion:parquet 22579921 21668303 1.04
tpcds_q74/datafusion:parquet 86855480 80897695 1.07
tpcds_q75/datafusion:parquet 106078437 108294453 0.98
tpcds_q76/datafusion:parquet 31400088 29570615 1.06
tpcds_q77/datafusion:parquet 40446374 39115092 1.03
tpcds_q78/datafusion:parquet 115747761 108127830 1.07
tpcds_q79/datafusion:parquet 27271249 26310708 1.04
tpcds_q80/datafusion:parquet 79550033 75475909 1.05
tpcds_q81/datafusion:parquet 31757190 29463497 1.08
tpcds_q82/datafusion:parquet 20123289 20458762 0.98
tpcds_q83/datafusion:parquet 43141400 41252774 1.05
tpcds_q84/datafusion:parquet 🚨 44474446 39220969 1.13
tpcds_q85/datafusion:parquet 153260287 146097158 1.05
tpcds_q86/datafusion:parquet 15979074 15324007 1.04
tpcds_q87/datafusion:parquet 🚨 47544214 42982471 1.11
tpcds_q88/datafusion:parquet 62555451 59022242 1.06
tpcds_q89/datafusion:parquet 🚨 23996386 21504030 1.12
tpcds_q90/datafusion:parquet 15078447 15002681 1.01
tpcds_q91/datafusion:parquet 63287857 58185605 1.09
tpcds_q92/datafusion:parquet 19705409 18141391 1.09
tpcds_q93/datafusion:parquet 32214856 31136681 1.03
tpcds_q94/datafusion:parquet 22013329 21061457 1.05
tpcds_q95/datafusion:parquet 61709082 61480387 1.00
tpcds_q96/datafusion:parquet 🚨 13716051 11540512 1.19
tpcds_q97/datafusion:parquet 🚨 32088445 28652814 1.12
tpcds_q98/datafusion:parquet 🚨 24170086 21891079 1.10
tpcds_q99/datafusion:parquet 🚨 28448076 25585590 1.11
duckdb / vortex-file-compressed (1.051x ➖, 0↑ 11↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚨 25420069 22145113 1.15
tpcds_q02/duckdb:vortex-file-compressed 22572203 22310679 1.01
tpcds_q03/duckdb:vortex-file-compressed 20114165 18775917 1.07
tpcds_q04/duckdb:vortex-file-compressed 101706140 98024508 1.04
tpcds_q05/duckdb:vortex-file-compressed 35703759 34800541 1.03
tpcds_q06/duckdb:vortex-file-compressed 35275067 34501802 1.02
tpcds_q07/duckdb:vortex-file-compressed 30069626 28819138 1.04
tpcds_q08/duckdb:vortex-file-compressed 🚨 30076157 27083089 1.11
tpcds_q09/duckdb:vortex-file-compressed 16296108 15994915 1.02
tpcds_q10/duckdb:vortex-file-compressed 42152180 39134712 1.08
tpcds_q11/duckdb:vortex-file-compressed 76044731 73139169 1.04
tpcds_q12/duckdb:vortex-file-compressed 15530862 15182784 1.02
tpcds_q13/duckdb:vortex-file-compressed 34861133 34114735 1.02
tpcds_q14/duckdb:vortex-file-compressed 107902921 103356003 1.04
tpcds_q15/duckdb:vortex-file-compressed 28580008 26876363 1.06
tpcds_q16/duckdb:vortex-file-compressed 24104383 22948563 1.05
tpcds_q17/duckdb:vortex-file-compressed 49437724 47358396 1.04
tpcds_q18/duckdb:vortex-file-compressed 🚨 44013794 38981531 1.13
tpcds_q19/duckdb:vortex-file-compressed 36174056 34784136 1.04
tpcds_q20/duckdb:vortex-file-compressed 15373433 14157363 1.09
tpcds_q21/duckdb:vortex-file-compressed 16334573 15516721 1.05
tpcds_q22/duckdb:vortex-file-compressed 72995733 70555222 1.03
tpcds_q23/duckdb:vortex-file-compressed 91645937 90254414 1.02
tpcds_q24/duckdb:vortex-file-compressed 🚨 48767399 43562185 1.12
tpcds_q25/duckdb:vortex-file-compressed 37743602 36601540 1.03
tpcds_q26/duckdb:vortex-file-compressed 19698855 17981456 1.10
tpcds_q27/duckdb:vortex-file-compressed 28424340 28168842 1.01
tpcds_q28/duckdb:vortex-file-compressed 12840347 12155708 1.06
tpcds_q29/duckdb:vortex-file-compressed 47681190 45192224 1.06
tpcds_q30/duckdb:vortex-file-compressed 25831467 26977452 0.96
tpcds_q31/duckdb:vortex-file-compressed 31565366 30962097 1.02
tpcds_q32/duckdb:vortex-file-compressed 14093460 13677705 1.03
tpcds_q33/duckdb:vortex-file-compressed 🚨 27896875 24572927 1.14
tpcds_q34/duckdb:vortex-file-compressed 29828291 27476497 1.09
tpcds_q35/duckdb:vortex-file-compressed 67807623 66445409 1.02
tpcds_q36/duckdb:vortex-file-compressed 26714335 25918248 1.03
tpcds_q37/duckdb:vortex-file-compressed 20380050 19222798 1.06
tpcds_q38/duckdb:vortex-file-compressed 37029028 37053974 1.00
tpcds_q39/duckdb:vortex-file-compressed 29970867 28629842 1.05
tpcds_q40/duckdb:vortex-file-compressed 18619704 17772445 1.05
tpcds_q41/duckdb:vortex-file-compressed 12720780 12063560 1.05
tpcds_q42/duckdb:vortex-file-compressed 16205213 15337130 1.06
tpcds_q43/duckdb:vortex-file-compressed 18435605 17509396 1.05
tpcds_q44/duckdb:vortex-file-compressed 22533593 21151466 1.07
tpcds_q45/duckdb:vortex-file-compressed 31960573 30567870 1.05
tpcds_q46/duckdb:vortex-file-compressed 32777697 35117255 0.93
tpcds_q47/duckdb:vortex-file-compressed 54706768 52070686 1.05
tpcds_q48/duckdb:vortex-file-compressed 31920613 31345637 1.02
tpcds_q49/duckdb:vortex-file-compressed 🚨 38695006 34293411 1.13
tpcds_q50/duckdb:vortex-file-compressed 28605180 26439408 1.08
tpcds_q51/duckdb:vortex-file-compressed 112391440 106366918 1.06
tpcds_q52/duckdb:vortex-file-compressed 16814044 15377300 1.09
tpcds_q53/duckdb:vortex-file-compressed 25776784 24302373 1.06
tpcds_q54/duckdb:vortex-file-compressed 30550102 29077027 1.05
tpcds_q55/duckdb:vortex-file-compressed 14856411 14619006 1.02
tpcds_q56/duckdb:vortex-file-compressed 28499466 27946508 1.02
tpcds_q57/duckdb:vortex-file-compressed 39732285 36455900 1.09
tpcds_q58/duckdb:vortex-file-compressed 32577626 29892189 1.09
tpcds_q59/duckdb:vortex-file-compressed 38599223 38694599 1.00
tpcds_q60/duckdb:vortex-file-compressed 28701427 27195862 1.06
tpcds_q61/duckdb:vortex-file-compressed 34034381 32548631 1.05
tpcds_q62/duckdb:vortex-file-compressed 🚨 16275113 14736837 1.10
tpcds_q63/duckdb:vortex-file-compressed 22510145 21755294 1.03
tpcds_q64/duckdb:vortex-file-compressed 102571236 98025974 1.05
tpcds_q65/duckdb:vortex-file-compressed 24424788 22857519 1.07
tpcds_q66/duckdb:vortex-file-compressed 30837285 28674510 1.08
tpcds_q67/duckdb:vortex-file-compressed 145464156 144455698 1.01
tpcds_q68/duckdb:vortex-file-compressed 40072661 38265030 1.05
tpcds_q69/duckdb:vortex-file-compressed 43729320 41928577 1.04
tpcds_q70/duckdb:vortex-file-compressed 33373230 32403313 1.03
tpcds_q71/duckdb:vortex-file-compressed 23028720 22983726 1.00
tpcds_q72/duckdb:vortex-file-compressed 157091011 154932950 1.01
tpcds_q73/duckdb:vortex-file-compressed 29503369 27599371 1.07
tpcds_q74/duckdb:vortex-file-compressed 48500798 46298579 1.05
tpcds_q75/duckdb:vortex-file-compressed 51645967 49524656 1.04
tpcds_q76/duckdb:vortex-file-compressed 22247245 21228357 1.05
tpcds_q77/duckdb:vortex-file-compressed 🚨 27111615 23525164 1.15
tpcds_q78/duckdb:vortex-file-compressed 68235396 68361781 1.00
tpcds_q79/duckdb:vortex-file-compressed 28171479 27299813 1.03
tpcds_q80/duckdb:vortex-file-compressed 46820177 46114575 1.02
tpcds_q81/duckdb:vortex-file-compressed 31131317 29487350 1.06
tpcds_q82/duckdb:vortex-file-compressed 47301432 45718648 1.03
tpcds_q83/duckdb:vortex-file-compressed 🚨 29602370 26831965 1.10
tpcds_q84/duckdb:vortex-file-compressed 17467003 16268734 1.07
tpcds_q85/duckdb:vortex-file-compressed 46278700 43515250 1.06
tpcds_q86/duckdb:vortex-file-compressed 17518634 16371212 1.07
tpcds_q87/duckdb:vortex-file-compressed 40499721 38415276 1.05
tpcds_q88/duckdb:vortex-file-compressed 60530134 58896436 1.03
tpcds_q89/duckdb:vortex-file-compressed 23247897 22685013 1.02
tpcds_q90/duckdb:vortex-file-compressed 11697307 10792717 1.08
tpcds_q91/duckdb:vortex-file-compressed 🚨 23671292 20846439 1.14
tpcds_q92/duckdb:vortex-file-compressed 🚨 20313604 17444385 1.16
tpcds_q93/duckdb:vortex-file-compressed 29368729 27529273 1.07
tpcds_q94/duckdb:vortex-file-compressed 23533623 22150962 1.06
tpcds_q95/duckdb:vortex-file-compressed 127083627 122013300 1.04
tpcds_q96/duckdb:vortex-file-compressed 13643549 12813616 1.06
tpcds_q97/duckdb:vortex-file-compressed 37688250 37671696 1.00
tpcds_q98/duckdb:vortex-file-compressed 19739368 19423311 1.02
tpcds_q99/duckdb:vortex-file-compressed 21138339 19940645 1.06
duckdb / vortex-compact (1.037x ➖, 0↑ 7↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚨 25846031 22403471 1.15
tpcds_q02/duckdb:vortex-compact 26671484 24926299 1.07
tpcds_q03/duckdb:vortex-compact 45494894 45224558 1.01
tpcds_q04/duckdb:vortex-compact 120314560 112945091 1.07
tpcds_q05/duckdb:vortex-compact 54703815 54237051 1.01
tpcds_q06/duckdb:vortex-compact 52325176 48988402 1.07
tpcds_q07/duckdb:vortex-compact 62945505 60451920 1.04
tpcds_q08/duckdb:vortex-compact 108739332 103642029 1.05
tpcds_q09/duckdb:vortex-compact 25965486 24837133 1.05
tpcds_q10/duckdb:vortex-compact 82820729 78224496 1.06
tpcds_q11/duckdb:vortex-compact 93149137 86714600 1.07
tpcds_q12/duckdb:vortex-compact 19967412 20133027 0.99
tpcds_q13/duckdb:vortex-compact 89134150 85806595 1.04
tpcds_q14/duckdb:vortex-compact 145147119 139380443 1.04
tpcds_q15/duckdb:vortex-compact 34672287 33220807 1.04
tpcds_q16/duckdb:vortex-compact 31046793 30966025 1.00
tpcds_q17/duckdb:vortex-compact 91045957 88945068 1.02
tpcds_q18/duckdb:vortex-compact 🚨 61817592 54489074 1.13
tpcds_q19/duckdb:vortex-compact 69747575 65932394 1.06
tpcds_q20/duckdb:vortex-compact 20050691 18557700 1.08
tpcds_q21/duckdb:vortex-compact 17970665 18354948 0.98
tpcds_q22/duckdb:vortex-compact 75899564 74681010 1.02
tpcds_q23/duckdb:vortex-compact 133151196 127072964 1.05
tpcds_q24/duckdb:vortex-compact 78317531 75464204 1.04
tpcds_q25/duckdb:vortex-compact 62542249 61505158 1.02
tpcds_q26/duckdb:vortex-compact 🚨 36526151 32537299 1.12
tpcds_q27/duckdb:vortex-compact 67584477 67802156 1.00
tpcds_q28/duckdb:vortex-compact 23103578 22721747 1.02
tpcds_q29/duckdb:vortex-compact 91831388 88826336 1.03
tpcds_q30/duckdb:vortex-compact 30816640 29915542 1.03
tpcds_q31/duckdb:vortex-compact 50169601 49731518 1.01
tpcds_q32/duckdb:vortex-compact 20039152 18710664 1.07
tpcds_q33/duckdb:vortex-compact 47667490 47307379 1.01
tpcds_q34/duckdb:vortex-compact 55304626 55143763 1.00
tpcds_q35/duckdb:vortex-compact 106201833 101072576 1.05
tpcds_q36/duckdb:vortex-compact 48789416 47732660 1.02
tpcds_q37/duckdb:vortex-compact 23666869 22165248 1.07
tpcds_q38/duckdb:vortex-compact 56899924 56724416 1.00
tpcds_q39/duckdb:vortex-compact 🚨 34674937 29630523 1.17
tpcds_q40/duckdb:vortex-compact 22698980 20769925 1.09
tpcds_q41/duckdb:vortex-compact 14700636 13623135 1.08
tpcds_q42/duckdb:vortex-compact 25499985 24268592 1.05
tpcds_q43/duckdb:vortex-compact 38722522 39264142 0.99
tpcds_q44/duckdb:vortex-compact 35631871 35481291 1.00
tpcds_q45/duckdb:vortex-compact 42611589 39126271 1.09
tpcds_q46/duckdb:vortex-compact 73501634 75143179 0.98
tpcds_q47/duckdb:vortex-compact 75439819 74202527 1.02
tpcds_q48/duckdb:vortex-compact 77058240 75027023 1.03
tpcds_q49/duckdb:vortex-compact 66371081 62566146 1.06
tpcds_q50/duckdb:vortex-compact 60476620 59032850 1.02
tpcds_q51/duckdb:vortex-compact 119435655 114258667 1.05
tpcds_q52/duckdb:vortex-compact 25582952 24504950 1.04
tpcds_q53/duckdb:vortex-compact 44939134 47619439 0.94
tpcds_q54/duckdb:vortex-compact 50656488 46854503 1.08
tpcds_q55/duckdb:vortex-compact 24749604 24320620 1.02
tpcds_q56/duckdb:vortex-compact 47495131 47109142 1.01
tpcds_q57/duckdb:vortex-compact 🚨 45148045 39706355 1.14
tpcds_q58/duckdb:vortex-compact 43063325 42112103 1.02
tpcds_q59/duckdb:vortex-compact 58445987 57367385 1.02
tpcds_q60/duckdb:vortex-compact 50277705 47646994 1.06
tpcds_q61/duckdb:vortex-compact 94140384 92575281 1.02
tpcds_q62/duckdb:vortex-compact 19614445 18721160 1.05
tpcds_q63/duckdb:vortex-compact 45622414 44500244 1.03
tpcds_q64/duckdb:vortex-compact 173107126 166450386 1.04
tpcds_q65/duckdb:vortex-compact 41234304 39475099 1.04
tpcds_q66/duckdb:vortex-compact 🚨 40958307 36612516 1.12
tpcds_q67/duckdb:vortex-compact 166733117 162847048 1.02
tpcds_q68/duckdb:vortex-compact 75951398 73916811 1.03
tpcds_q69/duckdb:vortex-compact 81325278 80568273 1.01
tpcds_q70/duckdb:vortex-compact 72941364 73054017 1.00
tpcds_q71/duckdb:vortex-compact 43602787 45058825 0.97
tpcds_q72/duckdb:vortex-compact 184918166 170725929 1.08
tpcds_q73/duckdb:vortex-compact 54110936 53816845 1.01
tpcds_q74/duckdb:vortex-compact 65098132 61147093 1.06
tpcds_q75/duckdb:vortex-compact 69766780 65779446 1.06
tpcds_q76/duckdb:vortex-compact 37899764 36211703 1.05
tpcds_q77/duckdb:vortex-compact 47320403 46845476 1.01
tpcds_q78/duckdb:vortex-compact 88497751 83860409 1.06
tpcds_q79/duckdb:vortex-compact 89665385 89487879 1.00
tpcds_q80/duckdb:vortex-compact 79328736 77989679 1.02
tpcds_q81/duckdb:vortex-compact 32958251 32937426 1.00
tpcds_q82/duckdb:vortex-compact 50528316 49693489 1.02
tpcds_q83/duckdb:vortex-compact 🚨 38123220 34304442 1.11
tpcds_q84/duckdb:vortex-compact 20670813 19297421 1.07
tpcds_q85/duckdb:vortex-compact 66791951 63400696 1.05
tpcds_q86/duckdb:vortex-compact 19326991 19413433 1.00
tpcds_q87/duckdb:vortex-compact 61542469 58916960 1.04
tpcds_q88/duckdb:vortex-compact 237613478 231533774 1.03
tpcds_q89/duckdb:vortex-compact 44150305 44309025 1.00
tpcds_q90/duckdb:vortex-compact 17631779 16695045 1.06
tpcds_q91/duckdb:vortex-compact 57959927 56278182 1.03
tpcds_q92/duckdb:vortex-compact 35303103 33850163 1.04
tpcds_q93/duckdb:vortex-compact 37148870 36227517 1.03
tpcds_q94/duckdb:vortex-compact 33276082 31389422 1.06
tpcds_q95/duckdb:vortex-compact 137985297 133900182 1.03
tpcds_q96/duckdb:vortex-compact 37387472 38492512 0.97
tpcds_q97/duckdb:vortex-compact 53666825 51787685 1.04
tpcds_q98/duckdb:vortex-compact 32577560 32027522 1.02
tpcds_q99/duckdb:vortex-compact 25171561 26706473 0.94
duckdb / parquet (1.028x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpcds_q01/duckdb:parquet 29335786 29851666 0.98
tpcds_q02/duckdb:parquet 24718511 24434027 1.01
tpcds_q03/duckdb:parquet 13620075 12800196 1.06
tpcds_q04/duckdb:parquet 174525379 172523102 1.01
tpcds_q05/duckdb:parquet 32190412 33085280 0.97
tpcds_q06/duckdb:parquet 35540597 34344685 1.03
tpcds_q07/duckdb:parquet 25553473 24719300 1.03
tpcds_q08/duckdb:parquet 31033692 30680854 1.01
tpcds_q09/duckdb:parquet 45494447 44499005 1.02
tpcds_q10/duckdb:parquet 40275218 38719661 1.04
tpcds_q11/duckdb:parquet 97067455 93451342 1.04
tpcds_q12/duckdb:parquet 16861907 16387329 1.03
tpcds_q13/duckdb:parquet 36415602 35431188 1.03
tpcds_q14/duckdb:parquet 107007756 103627213 1.03
tpcds_q15/duckdb:parquet 32493573 30820475 1.05
tpcds_q16/duckdb:parquet 23563912 22768109 1.03
tpcds_q17/duckdb:parquet 39540651 39458369 1.00
tpcds_q18/duckdb:parquet 50930830 48951572 1.04
tpcds_q19/duckdb:parquet 32873862 32071130 1.03
tpcds_q20/duckdb:parquet 18000606 17412992 1.03
tpcds_q21/duckdb:parquet 12443726 12191783 1.02
tpcds_q22/duckdb:parquet 74239609 70413094 1.05
tpcds_q23/duckdb:parquet 84808819 82114343 1.03
tpcds_q24/duckdb:parquet 48693387 47611677 1.02
tpcds_q25/duckdb:parquet 37156191 36074996 1.03
tpcds_q26/duckdb:parquet 41954927 40118637 1.05
tpcds_q27/duckdb:parquet 55686013 53077434 1.05
tpcds_q28/duckdb:parquet 43017026 43357800 0.99
tpcds_q29/duckdb:parquet 38355504 39988707 0.96
tpcds_q30/duckdb:parquet 39018585 37874083 1.03
tpcds_q31/duckdb:parquet 28468252 27190919 1.05
tpcds_q32/duckdb:parquet 13091947 12715700 1.03
tpcds_q33/duckdb:parquet 23988432 24829461 0.97
tpcds_q34/duckdb:parquet 24701467 23154658 1.07
tpcds_q35/duckdb:parquet 63231905 62782052 1.01
tpcds_q36/duckdb:parquet 23390376 22936727 1.02
tpcds_q37/duckdb:parquet 15427865 14955517 1.03
tpcds_q38/duckdb:parquet 37913301 36990282 1.02
tpcds_q39/duckdb:parquet 33217251 32188144 1.03
tpcds_q40/duckdb:parquet 21427699 19883720 1.08
tpcds_q41/duckdb:parquet 9357707 8984616 1.04
tpcds_q42/duckdb:parquet 13797883 13584786 1.02
tpcds_q43/duckdb:parquet 18775018 18203885 1.03
tpcds_q44/duckdb:parquet 26733291 26200279 1.02
tpcds_q45/duckdb:parquet 31480066 28996857 1.09
tpcds_q46/duckdb:parquet 51140342 47954995 1.07
tpcds_q47/duckdb:parquet 52631920 50029934 1.05
tpcds_q48/duckdb:parquet 33640057 32729069 1.03
tpcds_q49/duckdb:parquet 30336856 28697817 1.06
tpcds_q50/duckdb:parquet 27011677 26433641 1.02
tpcds_q51/duckdb:parquet 106420540 106300100 1.00
tpcds_q52/duckdb:parquet 🚨 15601497 13337341 1.17
tpcds_q53/duckdb:parquet 17960132 17516810 1.03
tpcds_q54/duckdb:parquet 31002185 28624912 1.08
tpcds_q55/duckdb:parquet 13605790 13635236 1.00
tpcds_q56/duckdb:parquet 24527226 24127563 1.02
tpcds_q57/duckdb:parquet 39422856 38766059 1.02
tpcds_q58/duckdb:parquet 26919087 26059684 1.03
tpcds_q59/duckdb:parquet 37196225 36462502 1.02
tpcds_q60/duckdb:parquet 26914167 25235563 1.07
tpcds_q61/duckdb:parquet 35015826 33762334 1.04
tpcds_q62/duckdb:parquet 13116398 12997250 1.01
tpcds_q63/duckdb:parquet 16949415 16296969 1.04
tpcds_q64/duckdb:parquet 78815371 80176828 0.98
tpcds_q65/duckdb:parquet 23268317 22452816 1.04
tpcds_q66/duckdb:parquet 29997089 32449748 0.92
tpcds_q67/duckdb:parquet 138099207 135937036 1.02
tpcds_q68/duckdb:parquet 40337632 39881476 1.01
tpcds_q69/duckdb:parquet 40125465 38966288 1.03
tpcds_q70/duckdb:parquet 22888968 23218259 0.99
tpcds_q71/duckdb:parquet 25116004 23256028 1.08
tpcds_q72/duckdb:parquet 171654141 167656400 1.02
tpcds_q73/duckdb:parquet 21487750 20109463 1.07
tpcds_q74/duckdb:parquet 132726834 126527136 1.05
tpcds_q75/duckdb:parquet 59501829 57327941 1.04
tpcds_q76/duckdb:parquet 23084496 22981868 1.00
tpcds_q77/duckdb:parquet 26519479 25854756 1.03
tpcds_q78/duckdb:parquet 79933364 78199687 1.02
tpcds_q79/duckdb:parquet 31196628 30339975 1.03
tpcds_q80/duckdb:parquet 45695044 44080607 1.04
tpcds_q81/duckdb:parquet 35758069 35331608 1.01
tpcds_q82/duckdb:parquet 17832957 17260159 1.03
tpcds_q83/duckdb:parquet 19416770 18363828 1.06
tpcds_q84/duckdb:parquet 21327920 20608912 1.03
tpcds_q85/duckdb:parquet 44648803 42861559 1.04
tpcds_q86/duckdb:parquet 14233645 13792858 1.03
tpcds_q87/duckdb:parquet 40813221 39776919 1.03
tpcds_q88/duckdb:parquet 54198418 55470535 0.98
tpcds_q89/duckdb:parquet 20308313 20576832 0.99
tpcds_q90/duckdb:parquet 8873792 8528107 1.04
tpcds_q91/duckdb:parquet 26755627 26055625 1.03
tpcds_q92/duckdb:parquet 13940357 13621827 1.02
tpcds_q93/duckdb:parquet 33228127 32471039 1.02
tpcds_q94/duckdb:parquet 19068385 18579384 1.03
tpcds_q95/duckdb:parquet 126251792 132535630 0.95
tpcds_q96/duckdb:parquet 10764586 10566662 1.02
tpcds_q97/duckdb:parquet 40210602 38255321 1.05
tpcds_q98/duckdb:parquet 22585628 21920100 1.03
tpcds_q99/duckdb:parquet 21248409 20293845 1.05
duckdb / duckdb (1.033x ➖, 1↑ 6↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpcds_q01/duckdb:duckdb 23175014 22578425 1.03
tpcds_q02/duckdb:duckdb 20173480 19680744 1.03
tpcds_q03/duckdb:duckdb 11272691 10600115 1.06
tpcds_q04/duckdb:duckdb 183086442 175700613 1.04
tpcds_q05/duckdb:duckdb 22382207 21660279 1.03
tpcds_q06/duckdb:duckdb 28970880 28328843 1.02
tpcds_q07/duckdb:duckdb 42645715 40290405 1.06
tpcds_q08/duckdb:duckdb 122330209 120095981 1.02
tpcds_q09/duckdb:duckdb 21103193 20693955 1.02
tpcds_q10/duckdb:duckdb 29169480 27711599 1.05
tpcds_q11/duckdb:duckdb 99294324 94941629 1.05
tpcds_q12/duckdb:duckdb 13473254 13011569 1.04
tpcds_q13/duckdb:duckdb 26762649 26697119 1.00
tpcds_q14/duckdb:duckdb 96200000 95213974 1.01
tpcds_q15/duckdb:duckdb 26605864 25347409 1.05
tpcds_q16/duckdb:duckdb 20573537 20985228 0.98
tpcds_q17/duckdb:duckdb 25050723 25808470 0.97
tpcds_q18/duckdb:duckdb 49970541 48866412 1.02
tpcds_q19/duckdb:duckdb 21059051 20022425 1.05
tpcds_q20/duckdb:duckdb 14219603 13536348 1.05
tpcds_q21/duckdb:duckdb 7953836 7513382 1.06
tpcds_q22/duckdb:duckdb 68200003 63885710 1.07
tpcds_q23/duckdb:duckdb 77491488 77506927 1.00
tpcds_q24/duckdb:duckdb 26458735 26118937 1.01
tpcds_q25/duckdb:duckdb 19833984 18804718 1.05
tpcds_q26/duckdb:duckdb 29935089 28555069 1.05
tpcds_q27/duckdb:duckdb 42801681 41451588 1.03
tpcds_q28/duckdb:duckdb 26053474 26628026 0.98
tpcds_q29/duckdb:duckdb 24314744 23953642 1.02
tpcds_q30/duckdb:duckdb 32159376 31330133 1.03
tpcds_q31/duckdb:duckdb 54765170 51808752 1.06
tpcds_q32/duckdb:duckdb 🚨 9064582 8201530 1.11
tpcds_q33/duckdb:duckdb 16827738 16380201 1.03
tpcds_q34/duckdb:duckdb 18798197 17266903 1.09
tpcds_q35/duckdb:duckdb 37396115 36822675 1.02
tpcds_q36/duckdb:duckdb 76636284 71316752 1.07
tpcds_q37/duckdb:duckdb 9254301 8903720 1.04
tpcds_q38/duckdb:duckdb 34168975 33422954 1.02
tpcds_q39/duckdb:duckdb 28653956 28075958 1.02
tpcds_q40/duckdb:duckdb 🚨 16026053 14519998 1.10
tpcds_q41/duckdb:duckdb 🚨 10236955 9229201 1.11
tpcds_q42/duckdb:duckdb 10157130 9794313 1.04
tpcds_q43/duckdb:duckdb 14894039 13673025 1.09
tpcds_q44/duckdb:duckdb 15502804 15310827 1.01
tpcds_q45/duckdb:duckdb 20128829 18929889 1.06
tpcds_q46/duckdb:duckdb 40157669 38267768 1.05
tpcds_q47/duckdb:duckdb 47806956 47251486 1.01
tpcds_q48/duckdb:duckdb 25586962 25434232 1.01
tpcds_q49/duckdb:duckdb 21075946 21561763 0.98
tpcds_q50/duckdb:duckdb 16932231 16169679 1.05
tpcds_q51/duckdb:duckdb 101778393 98113929 1.04
tpcds_q52/duckdb:duckdb 10099182 10686458 0.95
tpcds_q53/duckdb:duckdb 15850621 15737751 1.01
tpcds_q54/duckdb:duckdb 19900716 19059644 1.04
tpcds_q55/duckdb:duckdb 9613969 10035942 0.96
tpcds_q56/duckdb:duckdb 16604837 16948931 0.98
tpcds_q57/duckdb:duckdb 37594378 36156143 1.04
tpcds_q58/duckdb:duckdb 17855940 16594121 1.08
tpcds_q59/duckdb:duckdb 37854569 36665568 1.03
tpcds_q60/duckdb:duckdb 18324548 18887059 0.97
tpcds_q61/duckdb:duckdb 16974066 17109033 0.99
tpcds_q62/duckdb:duckdb 10476232 9983559 1.05
tpcds_q63/duckdb:duckdb 14738725 14335590 1.03
tpcds_q64/duckdb:duckdb 60002426 57789886 1.04
tpcds_q65/duckdb:duckdb 37907732 36952527 1.03
tpcds_q66/duckdb:duckdb 27358847 26645914 1.03
tpcds_q67/duckdb:duckdb 137780663 134062018 1.03
tpcds_q68/duckdb:duckdb 27565681 27062945 1.02
tpcds_q69/duckdb:duckdb 28554189 28589555 1.00
tpcds_q70/duckdb:duckdb 18082189 16717805 1.08
tpcds_q71/duckdb:duckdb 17271523 16252602 1.06
tpcds_q72/duckdb:duckdb 47501644 46222016 1.03
tpcds_q73/duckdb:duckdb 🚨 14432572 13044112 1.11
tpcds_q74/duckdb:duckdb 150622528 144362249 1.04
tpcds_q75/duckdb:duckdb 49599036 45782990 1.08
tpcds_q76/duckdb:duckdb 14841162 14867982 1.00
tpcds_q77/duckdb:duckdb 15506682 15428514 1.01
tpcds_q78/duckdb:duckdb 66952390 65550489 1.02
tpcds_q79/duckdb:duckdb 20849745 20061307 1.04
tpcds_q80/duckdb:duckdb 31957533 32450004 0.98
tpcds_q81/duckdb:duckdb 40934154 39754407 1.03
tpcds_q82/duckdb:duckdb 11238387 11016523 1.02
tpcds_q83/duckdb:duckdb 11664657 11149899 1.05
tpcds_q84/duckdb:duckdb 15838115 14916167 1.06
tpcds_q85/duckdb:duckdb 27439960 25988515 1.06
tpcds_q86/duckdb:duckdb 12687138 12120336 1.05
tpcds_q87/duckdb:duckdb 37176409 35872289 1.04
tpcds_q88/duckdb:duckdb 29295176 30801020 0.95
tpcds_q89/duckdb:duckdb 17370309 16709002 1.04
tpcds_q90/duckdb:duckdb 🚨 6742373 6082242 1.11
tpcds_q91/duckdb:duckdb 15837832 15243084 1.04
tpcds_q92/duckdb:duckdb 🚨 10944756 9667963 1.13
tpcds_q93/duckdb:duckdb 25250802 23546396 1.07
tpcds_q94/duckdb:duckdb 15503304 15020522 1.03
tpcds_q95/duckdb:duckdb 🚀 116291813 131014588 0.89
tpcds_q96/duckdb:duckdb 6356660 6008192 1.06
tpcds_q97/duckdb:duckdb 33623324 32138368 1.05
tpcds_q98/duckdb:duckdb 18409191 18350534 1.00
tpcds_q99/duckdb:duckdb 17701440 16863412 1.05

No file size changes detected.

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: FineWeb S3 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.6%
Engines: DataFusion No clear signal (-3.7%, environment too noisy confidence) · DuckDB No clear signal (+7.2%, low confidence)
Vortex (geomean): 1.042x ➖
Parquet (geomean): 1.025x ➖
Shifts: Parquet (control) +2.5% · Median polish +3.2%

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 (0.993x ➖, 1↑ 2↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨 51849272 31985361 1.62
fineweb_q01/datafusion:vortex-file-compressed 511076745 660816772 0.77
fineweb_q02/datafusion:vortex-file-compressed 🚀 496229021 949328827 0.52
fineweb_q03/datafusion:vortex-file-compressed 1092527912 1165973463 0.94
fineweb_q04/datafusion:vortex-file-compressed 1171703531 1122462967 1.04
fineweb_q05/datafusion:vortex-file-compressed 1079364905 1064147264 1.01
fineweb_q06/datafusion:vortex-file-compressed 1270565023 1235074001 1.03
fineweb_q07/datafusion:vortex-file-compressed 🚨 1452684181 1104251747 1.32
fineweb_q08/datafusion:vortex-file-compressed 489264007 459079752 1.07
datafusion / vortex-compact (0.968x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 36855030 34684958 1.06
fineweb_q01/datafusion:vortex-compact 560062024 526507692 1.06
fineweb_q02/datafusion:vortex-compact 635078829 597118516 1.06
fineweb_q03/datafusion:vortex-compact 1391099150 1370387700 1.02
fineweb_q04/datafusion:vortex-compact 1664022567 1626703189 1.02
fineweb_q05/datafusion:vortex-compact 1430140942 1352873198 1.06
fineweb_q06/datafusion:vortex-compact 1293932110 1280366501 1.01
fineweb_q07/datafusion:vortex-compact 1183401996 1581783301 0.75
fineweb_q08/datafusion:vortex-compact 398084898 532296873 0.75
datafusion / parquet (1.018x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/datafusion:parquet 994150849 1165470485 0.85
fineweb_q01/datafusion:parquet 1808695544 1983529223 0.91
fineweb_q02/datafusion:parquet 2035614272 1845153507 1.10
fineweb_q03/datafusion:parquet 🚨 2358921161 1730678325 1.36
fineweb_q04/datafusion:parquet 1746320248 1819741579 0.96
fineweb_q05/datafusion:parquet 1802751053 1723116608 1.05
fineweb_q06/datafusion:parquet 1856278377 1829933544 1.01
fineweb_q07/datafusion:parquet 1766365310 1808052018 0.98
fineweb_q08/datafusion:parquet 1834928483 1814672702 1.01
duckdb / vortex-file-compressed (1.112x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 83773822 70753180 1.18
fineweb_q01/duckdb:vortex-file-compressed 586081824 507824315 1.15
fineweb_q02/duckdb:vortex-file-compressed 547200841 495427197 1.10
fineweb_q03/duckdb:vortex-file-compressed 1399906401 1318347122 1.06
fineweb_q04/duckdb:vortex-file-compressed 1431370827 1377142754 1.04
fineweb_q05/duckdb:vortex-file-compressed 1353970536 1170495419 1.16
fineweb_q06/duckdb:vortex-file-compressed 1591219004 1379743695 1.15
fineweb_q07/duckdb:vortex-file-compressed 1390675189 1226445825 1.13
fineweb_q08/duckdb:vortex-file-compressed 569301524 553322442 1.03
duckdb / vortex-compact (1.102x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 82690401 76716809 1.08
fineweb_q01/duckdb:vortex-compact 618113202 581243308 1.06
fineweb_q02/duckdb:vortex-compact 656246378 537141580 1.22
fineweb_q03/duckdb:vortex-compact 1878703583 1675326244 1.12
fineweb_q04/duckdb:vortex-compact 1927294310 1698424969 1.13
fineweb_q05/duckdb:vortex-compact 1804018412 1614629131 1.12
fineweb_q06/duckdb:vortex-compact 1629741568 1490608913 1.09
fineweb_q07/duckdb:vortex-compact 1525818277 1448169086 1.05
fineweb_q08/duckdb:vortex-compact 482776072 462429709 1.04
duckdb / parquet (1.032x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
fineweb_q00/duckdb:parquet 1082884638 1082801376 1.00
fineweb_q01/duckdb:parquet 1343117736 1359942609 0.99
fineweb_q02/duckdb:parquet 1326267987 1328160689 1.00
fineweb_q03/duckdb:parquet 3579739935 3455906854 1.04
fineweb_q04/duckdb:parquet 1959926027 1839329277 1.07
fineweb_q05/duckdb:parquet 2209928547 2002067934 1.10
fineweb_q06/duckdb:parquet 4226190421 4129156569 1.02
fineweb_q07/duckdb:parquet 2586999513 2571806900 1.01
fineweb_q08/duckdb:parquet 1133404990 1051927239 1.08

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github-actions Bot commented Jul 24, 2026 •
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Benchmarks: Clickbench Sorted on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.9%
Engines: DataFusion No clear signal (+0.8%, low confidence) · DuckDB No clear signal (+1.4%, low confidence)
Vortex (geomean): 1.010x ➖
Parquet (geomean): 0.995x ➖
Shifts: Parquet (control) -0.5% · Median polish -1.0%

How to read Verdict and Engines
  • Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
  • Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
  • Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
datafusion / vortex-file-compressed (1.012x ➖, 1↑ 2↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench-sorted_q23/datafusion:vortex-file-compressed 407301273 442204824 0.92
clickbench-sorted_q24/datafusion:vortex-file-compressed 21877770 22758180 0.96
clickbench-sorted_q26/datafusion:vortex-file-compressed 🚨 23509032 19269167 1.22
clickbench-sorted_q36/datafusion:vortex-file-compressed 🚀 57308332 65158245 0.88
clickbench-sorted_q37/datafusion:vortex-file-compressed 🚨 56811380 42553396 1.34
clickbench-sorted_q38/datafusion:vortex-file-compressed 42172698 41133159 1.03
clickbench-sorted_q39/datafusion:vortex-file-compressed 106507222 115062646 0.93
clickbench-sorted_q40/datafusion:vortex-file-compressed 20665518 22202679 0.93
clickbench-sorted_q41/datafusion:vortex-file-compressed 19895590 19750279 1.01
clickbench-sorted_q42/datafusion:vortex-file-compressed 14219200 14196902 1.00
datafusion / parquet (1.004x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench-sorted_q23/datafusion:parquet 4641022159 4696855462 0.99
clickbench-sorted_q24/datafusion:parquet 28026766 27924485 1.00
clickbench-sorted_q26/datafusion:parquet 27139654 27338678 0.99
clickbench-sorted_q36/datafusion:parquet 175208287 179378797 0.98
clickbench-sorted_q37/datafusion:parquet 113780716 115349416 0.99
clickbench-sorted_q38/datafusion:parquet 166476932 161768749 1.03
clickbench-sorted_q39/datafusion:parquet 299671001 292533990 1.02
clickbench-sorted_q40/datafusion:parquet 63488741 62442544 1.02
clickbench-sorted_q41/datafusion:parquet 61511249 62467044 0.98
clickbench-sorted_q42/datafusion:parquet 32663156 31281919 1.04
duckdb / vortex-file-compressed (1.007x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench-sorted_q23/duckdb:vortex-file-compressed 166671093 154796460 1.08
clickbench-sorted_q24/duckdb:vortex-file-compressed 26566040 29071850 0.91
clickbench-sorted_q26/duckdb:vortex-file-compressed 44515916 46359117 0.96
clickbench-sorted_q36/duckdb:vortex-file-compressed 56999414 58050680 0.98
clickbench-sorted_q37/duckdb:vortex-file-compressed 45170962 44204128 1.02
clickbench-sorted_q38/duckdb:vortex-file-compressed 51045884 50697623 1.01
clickbench-sorted_q39/duckdb:vortex-file-compressed 🚨 119742465 107223368 1.12
clickbench-sorted_q40/duckdb:vortex-file-compressed 29440324 29732411 0.99
clickbench-sorted_q41/duckdb:vortex-file-compressed 27702808 27984620 0.99
clickbench-sorted_q42/duckdb:vortex-file-compressed 25562493 24964731 1.02
duckdb / parquet (0.986x ➖, 1↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench-sorted_q23/duckdb:parquet 205355470 213118547 0.96
clickbench-sorted_q24/duckdb:parquet 🚀 28560745 31758164 0.90
clickbench-sorted_q26/duckdb:parquet 25806085 26486198 0.97
clickbench-sorted_q36/duckdb:parquet 108539335 106896399 1.02
clickbench-sorted_q37/duckdb:parquet 93512596 94497109 0.99
clickbench-sorted_q38/duckdb:parquet 96371736 95849361 1.01
clickbench-sorted_q39/duckdb:parquet 178458146 177777066 1.00
clickbench-sorted_q40/duckdb:parquet 44387909 42363478 1.05
clickbench-sorted_q41/duckdb:parquet 41486687 41971148 0.99
clickbench-sorted_q42/duckdb:parquet 30246827 30799901 0.98
duckdb / duckdb (0.993x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench-sorted_q23/duckdb:duckdb 277408493 281471317 0.99
clickbench-sorted_q24/duckdb:duckdb 43893162 44073713 1.00
clickbench-sorted_q26/duckdb:duckdb 41145034 41329324 1.00
clickbench-sorted_q36/duckdb:duckdb 88915982 89414930 0.99
clickbench-sorted_q37/duckdb:duckdb 77549575 79398630 0.98
clickbench-sorted_q38/duckdb:duckdb 63672428 64432044 0.99
clickbench-sorted_q39/duckdb:duckdb 119500593 119583873 1.00
clickbench-sorted_q40/duckdb:duckdb 43612929 44068830 0.99
clickbench-sorted_q41/duckdb:duckdb 42541709 42236121 1.01
clickbench-sorted_q42/duckdb:duckdb 35390407 35394403 1.00
File Size Changes (201 files changed, -0.0% overall, 97↑ 104↓)
File Scale Format Base HEAD Change %
hits_004.vortex 1.0 vortex-compact 97.34 MB 98.59 MB +1.25 MB +1.3%
hits_030.vortex 1.0 vortex-compact 98.37 MB 99.61 MB +1.24 MB +1.3%
hits_078.vortex 1.0 vortex-compact 97.17 MB 98.30 MB +1.13 MB +1.2%
hits_064.vortex 1.0 vortex-compact 138.74 MB 140.16 MB +1.42 MB +1.0%
hits_015.vortex 1.0 vortex-compact 98.06 MB 99.04 MB +1011.11 KB +1.0%
hits_001.vortex 1.0 vortex-compact 137.69 MB 138.97 MB +1.27 MB +0.9%
hits_012.vortex 1.0 vortex-compact 138.73 MB 139.95 MB +1.22 MB +0.9%
hits_024.vortex 1.0 vortex-file-compressed 159.11 MB 160.44 MB +1.33 MB +0.8%
hits_086.vortex 1.0 vortex-compact 139.58 MB 140.74 MB +1.16 MB +0.8%
hits_086.vortex 1.0 vortex-file-compressed 192.60 MB 194.16 MB +1.56 MB +0.8%
hits_098.vortex 1.0 vortex-compact 102.43 MB 103.22 MB +811.14 KB +0.8%
hits_071.vortex 1.0 vortex-file-compressed 139.93 MB 140.93 MB +1022.14 KB +0.7%
hits_089.vortex 1.0 vortex-compact 98.30 MB 98.96 MB +673.98 KB +0.7%
hits_090.vortex 1.0 vortex-file-compressed 192.58 MB 193.83 MB +1.26 MB +0.7%
hits_006.vortex 1.0 vortex-file-compressed 125.65 MB 126.36 MB +725.45 KB +0.6%
hits_093.vortex 1.0 vortex-compact 98.90 MB 99.43 MB +541.70 KB +0.5%
hits_000.vortex 1.0 vortex-compact 98.23 MB 98.73 MB +515.12 KB +0.5%
hits_071.vortex 1.0 vortex-compact 105.73 MB 106.23 MB +512.49 KB +0.5%
hits_096.vortex 1.0 vortex-file-compressed 198.52 MB 199.45 MB +956.40 KB +0.5%
hits_061.vortex 1.0 vortex-file-compressed 160.77 MB 161.50 MB +747.09 KB +0.5%
hits_054.vortex 1.0 vortex-file-compressed 147.06 MB 147.62 MB +563.67 KB +0.4%
hits_064.vortex 1.0 vortex-file-compressed 190.76 MB 191.44 MB +693.75 KB +0.4%
hits_006.vortex 1.0 vortex-compact 95.87 MB 96.18 MB +321.55 KB +0.3%
hits_014.vortex 1.0 vortex-compact 134.14 MB 134.57 MB +431.00 KB +0.3%
hits_041.vortex 1.0 vortex-compact 97.82 MB 98.10 MB +287.38 KB +0.3%
hits_076.vortex 1.0 vortex-file-compressed 161.09 MB 161.54 MB +463.82 KB +0.3%
hits_069.vortex 1.0 vortex-file-compressed 142.31 MB 142.70 MB +398.63 KB +0.3%
hits_085.vortex 1.0 vortex-compact 153.08 MB 153.49 MB +421.59 KB +0.3%
hits_053.vortex 1.0 vortex-file-compressed 189.84 MB 190.33 MB +503.62 KB +0.3%
hits_039.vortex 1.0 vortex-compact 124.96 MB 125.24 MB +280.67 KB +0.2%
hits_073.vortex 1.0 vortex-compact 134.10 MB 134.38 MB +279.73 KB +0.2%
hits_094.vortex 1.0 vortex-file-compressed 158.84 MB 159.16 MB +331.02 KB +0.2%
hits_050.vortex 1.0 vortex-compact 125.18 MB 125.43 MB +260.44 KB +0.2%
hits_007.vortex 1.0 vortex-file-compressed 200.10 MB 200.49 MB +400.23 KB +0.2%
hits_009.vortex 1.0 vortex-file-compressed 101.40 MB 101.59 MB +192.53 KB +0.2%
hits_093.vortex 1.0 vortex-file-compressed 131.84 MB 132.09 MB +246.55 KB +0.2%
hits_026.vortex 1.0 vortex-compact 97.93 MB 98.11 MB +178.38 KB +0.2%
hits_010.vortex 1.0 vortex-compact 123.34 MB 123.56 MB +216.95 KB +0.2%
hits_065.vortex 1.0 vortex-compact 125.61 MB 125.82 MB +209.24 KB +0.2%
hits_062.vortex 1.0 vortex-file-compressed 170.57 MB 170.84 MB +278.95 KB +0.2%
hits_068.vortex 1.0 vortex-file-compressed 160.34 MB 160.58 MB +245.50 KB +0.1%
hits_035.vortex 1.0 vortex-file-compressed 102.95 MB 103.10 MB +152.88 KB +0.1%
hits_016.vortex 1.0 vortex-file-compressed 180.28 MB 180.54 MB +266.44 KB +0.1%
hits_036.vortex 1.0 vortex-compact 133.24 MB 133.41 MB +175.88 KB +0.1%
hits_095.vortex 1.0 vortex-file-compressed 154.46 MB 154.64 MB +186.91 KB +0.1%
hits_011.vortex 1.0 vortex-file-compressed 199.26 MB 199.50 MB +240.00 KB +0.1%
hits_024.vortex 1.0 vortex-compact 125.18 MB 125.33 MB +150.05 KB +0.1%
hits_025.vortex 1.0 vortex-compact 133.47 MB 133.62 MB +157.27 KB +0.1%
hits_012.vortex 1.0 vortex-file-compressed 191.33 MB 191.51 MB +186.55 KB +0.1%
hits_028.vortex 1.0 vortex-file-compressed 151.78 MB 151.92 MB +143.86 KB +0.1%
hits_028.vortex 1.0 vortex-compact 115.85 MB 115.96 MB +109.03 KB +0.1%
hits_072.vortex 1.0 vortex-compact 75.56 MB 75.63 MB +70.66 KB +0.1%
hits_014.vortex 1.0 vortex-file-compressed 172.27 MB 172.42 MB +158.25 KB +0.1%
hits_056.vortex 1.0 vortex-file-compressed 136.17 MB 136.29 MB +122.85 KB +0.1%
hits_097.vortex 1.0 vortex-compact 141.30 MB 141.42 MB +123.36 KB +0.1%
hits_002.vortex 1.0 vortex-compact 125.60 MB 125.71 MB +106.86 KB +0.1%
hits_000.vortex 1.0 vortex-file-compressed 131.65 MB 131.76 MB +111.52 KB +0.1%
hits_083.vortex 1.0 vortex-compact 110.01 MB 110.10 MB +91.84 KB +0.1%
hits_008.vortex 1.0 vortex-file-compressed 140.02 MB 140.13 MB +109.69 KB +0.1%
hits_037.vortex 1.0 vortex-file-compressed 177.05 MB 177.18 MB +134.57 KB +0.1%
hits_059.vortex 1.0 vortex-file-compressed 199.01 MB 199.15 MB +139.97 KB +0.1%
hits_033.vortex 1.0 vortex-compact 153.52 MB 153.62 MB +107.38 KB +0.1%
hits_042.vortex 1.0 vortex-file-compressed 201.55 MB 201.68 MB +138.66 KB +0.1%
hits_062.vortex 1.0 vortex-compact 132.53 MB 132.62 MB +86.82 KB +0.1%
hits_048.vortex 1.0 vortex-file-compressed 199.56 MB 199.68 MB +120.76 KB +0.1%
hits_033.vortex 1.0 vortex-file-compressed 200.11 MB 200.22 MB +110.77 KB +0.1%
hits_019.vortex 1.0 vortex-compact 106.15 MB 106.21 MB +56.70 KB +0.1%
hits_043.vortex 1.0 vortex-file-compressed 126.49 MB 126.55 MB +56.32 KB +0.0%
hits_003.vortex 1.0 vortex-file-compressed 136.60 MB 136.65 MB +58.65 KB +0.0%
hits_018.vortex 1.0 vortex-compact 153.72 MB 153.79 MB +64.10 KB +0.0%
hits_005.vortex 1.0 vortex-file-compressed 167.51 MB 167.58 MB +69.68 KB +0.0%
hits_084.vortex 1.0 vortex-file-compressed 154.51 MB 154.57 MB +61.17 KB +0.0%
hits_098.vortex 1.0 vortex-file-compressed 137.47 MB 137.52 MB +54.06 KB +0.0%
hits_005.vortex 1.0 vortex-compact 115.83 MB 115.87 MB +42.27 KB +0.0%
hits_063.vortex 1.0 vortex-file-compressed 131.58 MB 131.62 MB +39.84 KB +0.0%
hits_060.vortex 1.0 vortex-compact 141.16 MB 141.20 MB +40.48 KB +0.0%
hits_042.vortex 1.0 vortex-compact 136.29 MB 136.32 MB +34.84 KB +0.0%
hits_002.vortex 1.0 vortex-file-compressed 160.99 MB 161.03 MB +39.76 KB +0.0%
hits_032.vortex 1.0 vortex-compact 110.62 MB 110.64 MB +25.43 KB +0.0%
hits_027.vortex 1.0 vortex-file-compressed 192.34 MB 192.38 MB +41.44 KB +0.0%
hits_076.vortex 1.0 vortex-compact 125.45 MB 125.47 MB +23.45 KB +0.0%
hits_021.vortex 1.0 vortex-file-compressed 154.37 MB 154.40 MB +27.13 KB +0.0%
hits_007.vortex 1.0 vortex-compact 153.61 MB 153.63 MB +24.47 KB +0.0%
hits_041.vortex 1.0 vortex-file-compressed 131.25 MB 131.27 MB +20.36 KB +0.0%
hits_096.vortex 1.0 vortex-compact 153.18 MB 153.20 MB +22.27 KB +0.0%
hits_046.vortex 1.0 vortex-compact 74.90 MB 74.91 MB +8.58 KB +0.0%
hits_094.vortex 1.0 vortex-compact 110.69 MB 110.70 MB +12.55 KB +0.0%
hits_052.vortex 1.0 vortex-file-compressed 130.92 MB 130.94 MB +13.48 KB +0.0%
hits_037.vortex 1.0 vortex-compact 132.63 MB 132.64 MB +11.66 KB +0.0%
hits_025.vortex 1.0 vortex-file-compressed 171.95 MB 171.96 MB +13.70 KB +0.0%
hits_046.vortex 1.0 vortex-file-compressed 101.34 MB 101.35 MB +6.47 KB +0.0%
hits_055.vortex 1.0 vortex-compact 153.29 MB 153.30 MB +8.88 KB +0.0%
hits_080.vortex 1.0 vortex-file-compressed 126.85 MB 126.86 MB +4.91 KB +0.0%
hits_099.vortex 1.0 vortex-compact 133.18 MB 133.18 MB +4.45 KB +0.0%
hits_084.vortex 1.0 vortex-compact 110.69 MB 110.69 MB +3.47 KB +0.0%
hits_091.vortex 1.0 vortex-file-compressed 147.14 MB 147.14 MB +1.12 KB +0.0%
hits_057.vortex 1.0 vortex-compact 111.85 MB 111.85 MB +40 B +0.0%
hits_039.vortex 1.0 vortex-file-compressed 161.11 MB 161.11 MB 744 B -0.0%
hits_069.vortex 1.0 vortex-compact 99.51 MB 99.51 MB 880 B -0.0%
hits_021.vortex 1.0 vortex-compact 110.63 MB 110.62 MB 1.25 KB -0.0%
hits_051.vortex 1.0 vortex-compact 134.02 MB 134.01 MB 1.73 KB -0.0%
hits_075.vortex 1.0 vortex-file-compressed 189.47 MB 189.45 MB 12.95 KB -0.0%
hits_083.vortex 1.0 vortex-file-compressed 157.23 MB 157.22 MB 11.29 KB -0.0%
hits_072.vortex 1.0 vortex-file-compressed 102.31 MB 102.30 MB 8.64 KB -0.0%
hits_047.vortex 1.0 vortex-compact 110.51 MB 110.50 MB 9.56 KB -0.0%
hits_099.vortex 1.0 vortex-file-compressed 171.36 MB 171.34 MB 15.23 KB -0.0%
hits_017.vortex 1.0 vortex-file-compressed 146.86 MB 146.85 MB 14.37 KB -0.0%
hits_058.vortex 1.0 vortex-compact 111.08 MB 111.07 MB 11.64 KB -0.0%
hits_075.vortex 1.0 vortex-compact 139.13 MB 139.11 MB 19.73 KB -0.0%
hits_009.vortex 1.0 vortex-compact 75.26 MB 75.25 MB 13.27 KB -0.0%
hits_092.vortex 1.0 vortex-compact 153.41 MB 153.38 MB 28.43 KB -0.0%
hits_013.vortex 1.0 vortex-file-compressed 161.29 MB 161.26 MB 30.11 KB -0.0%
hits_087.vortex 1.0 vortex-file-compressed 161.05 MB 161.02 MB 36.98 KB -0.0%
hits_047.vortex 1.0 vortex-file-compressed 154.54 MB 154.50 MB 38.25 KB -0.0%
hits_051.vortex 1.0 vortex-file-compressed 172.59 MB 172.54 MB 47.34 KB -0.0%
hits_030.vortex 1.0 vortex-file-compressed 131.98 MB 131.95 MB 36.77 KB -0.0%
hits_063.vortex 1.0 vortex-compact 98.19 MB 98.16 MB 28.47 KB -0.0%
hits_060.vortex 1.0 vortex-file-compressed 193.28 MB 193.22 MB 57.66 KB -0.0%
hits_022.vortex 1.0 vortex-compact 153.05 MB 153.00 MB 47.38 KB -0.0%
hits_081.vortex 1.0 vortex-compact 153.57 MB 153.51 MB 56.45 KB -0.0%
hits_055.vortex 1.0 vortex-file-compressed 199.66 MB 199.58 MB 80.95 KB -0.0%
hits_035.vortex 1.0 vortex-compact 75.96 MB 75.93 MB 30.82 KB -0.0%
hits_078.vortex 1.0 vortex-file-compressed 131.02 MB 130.97 MB 55.13 KB -0.0%
hits_092.vortex 1.0 vortex-file-compressed 199.60 MB 199.51 MB 90.80 KB -0.0%
hits_082.vortex 1.0 vortex-file-compressed 139.97 MB 139.90 MB 70.12 KB -0.0%
hits_057.vortex 1.0 vortex-file-compressed 160.19 MB 160.10 MB 88.43 KB -0.1%
hits_088.vortex 1.0 vortex-file-compressed 172.14 MB 172.04 MB 98.34 KB -0.1%
hits_023.vortex 1.0 vortex-file-compressed 195.47 MB 195.36 MB 114.05 KB -0.1%
hits_044.vortex 1.0 vortex-file-compressed 200.03 MB 199.92 MB 117.59 KB -0.1%
hits_044.vortex 1.0 vortex-compact 153.68 MB 153.59 MB 100.52 KB -0.1%
hits_038.vortex 1.0 vortex-compact 139.62 MB 139.53 MB 91.91 KB -0.1%
hits_026.vortex 1.0 vortex-file-compressed 131.43 MB 131.34 MB 90.77 KB -0.1%
hits_019.vortex 1.0 vortex-file-compressed 140.97 MB 140.87 MB 102.71 KB -0.1%
hits_049.vortex 1.0 vortex-compact 140.57 MB 140.47 MB 103.95 KB -0.1%
hits_058.vortex 1.0 vortex-file-compressed 155.22 MB 155.10 MB 127.16 KB -0.1%
hits_020.vortex 1.0 vortex-file-compressed 160.27 MB 160.14 MB 134.75 KB -0.1%
hits_089.vortex 1.0 vortex-file-compressed 131.62 MB 131.51 MB 114.00 KB -0.1%
hits_068.vortex 1.0 vortex-compact 112.47 MB 112.37 MB 97.63 KB -0.1%
hits_090.vortex 1.0 vortex-compact 141.35 MB 141.23 MB 122.99 KB -0.1%
hits_011.vortex 1.0 vortex-compact 152.91 MB 152.78 MB 133.07 KB -0.1%
hits_073.vortex 1.0 vortex-file-compressed 172.77 MB 172.61 MB 157.87 KB -0.1%
hits_053.vortex 1.0 vortex-compact 138.55 MB 138.42 MB 126.91 KB -0.1%
hits_088.vortex 1.0 vortex-compact 134.13 MB 134.01 MB 126.49 KB -0.1%
hits_003.vortex 1.0 vortex-compact 104.61 MB 104.51 MB 107.26 KB -0.1%
hits_038.vortex 1.0 vortex-file-compressed 190.68 MB 190.48 MB 207.84 KB -0.1%
hits_034.vortex 1.0 vortex-file-compressed 184.15 MB 183.96 MB 202.44 KB -0.1%
hits_032.vortex 1.0 vortex-file-compressed 154.75 MB 154.58 MB 180.80 KB -0.1%
hits_054.vortex 1.0 vortex-compact 112.21 MB 112.08 MB 131.28 KB -0.1%
hits_016.vortex 1.0 vortex-compact 127.53 MB 127.38 MB 150.21 KB -0.1%
hits_010.vortex 1.0 vortex-file-compressed 169.08 MB 168.88 MB 204.87 KB -0.1%
hits_097.vortex 1.0 vortex-file-compressed 193.12 MB 192.89 MB 234.16 KB -0.1%
hits_045.vortex 1.0 vortex-compact 106.21 MB 106.08 MB 130.49 KB -0.1%
hits_077.vortex 1.0 vortex-file-compressed 172.56 MB 172.34 MB 223.28 KB -0.1%
hits_085.vortex 1.0 vortex-file-compressed 198.44 MB 198.19 MB 260.88 KB -0.1%
hits_048.vortex 1.0 vortex-compact 153.42 MB 153.22 MB 205.07 KB -0.1%
hits_043.vortex 1.0 vortex-compact 94.64 MB 94.51 MB 130.81 KB -0.1%
hits_029.vortex 1.0 vortex-file-compressed 200.16 MB 199.87 MB 295.29 KB -0.1%
hits_074.vortex 1.0 vortex-compact 153.24 MB 152.98 MB 266.48 KB -0.2%
hits_017.vortex 1.0 vortex-compact 112.31 MB 112.11 MB 203.87 KB -0.2%
hits_034.vortex 1.0 vortex-compact 133.57 MB 133.33 MB 246.65 KB -0.2%
hits_067.vortex 1.0 vortex-file-compressed 131.90 MB 131.66 MB 243.66 KB -0.2%
hits_029.vortex 1.0 vortex-compact 153.64 MB 153.35 MB 294.05 KB -0.2%
hits_013.vortex 1.0 vortex-compact 125.71 MB 125.47 MB 241.77 KB -0.2%
hits_079.vortex 1.0 vortex-compact 128.09 MB 127.83 MB 264.80 KB -0.2%
hits_077.vortex 1.0 vortex-compact 134.49 MB 134.20 MB 302.37 KB -0.2%
hits_059.vortex 1.0 vortex-compact 152.98 MB 152.64 MB 347.41 KB -0.2%
hits_004.vortex 1.0 vortex-file-compressed 131.97 MB 131.68 MB 301.73 KB -0.2%
hits_045.vortex 1.0 vortex-file-compressed 140.84 MB 140.51 MB 337.65 KB -0.2%
hits_015.vortex 1.0 vortex-file-compressed 131.36 MB 131.05 MB 317.89 KB -0.2%
hits_031.vortex 1.0 vortex-file-compressed 159.57 MB 159.18 MB 396.66 KB -0.2%
hits_095.vortex 1.0 vortex-compact 110.98 MB 110.63 MB 367.02 KB -0.3%
hits_008.vortex 1.0 vortex-compact 106.09 MB 105.74 MB 361.18 KB -0.3%
hits_065.vortex 1.0 vortex-file-compressed 161.86 MB 161.31 MB 557.49 KB -0.3%
hits_040.vortex 1.0 vortex-compact 110.47 MB 110.06 MB 424.39 KB -0.4%
hits_040.vortex 1.0 vortex-file-compressed 144.07 MB 143.52 MB 563.38 KB -0.4%
hits_082.vortex 1.0 vortex-compact 106.22 MB 105.77 MB 457.52 KB -0.4%
hits_070.vortex 1.0 vortex-compact 153.57 MB 152.92 MB 672.68 KB -0.4%
hits_031.vortex 1.0 vortex-compact 111.63 MB 111.15 MB 495.41 KB -0.4%
hits_022.vortex 1.0 vortex-file-compressed 199.15 MB 198.27 MB 898.88 KB -0.4%
hits_066.vortex 1.0 vortex-compact 117.56 MB 117.01 MB 565.13 KB -0.5%
hits_020.vortex 1.0 vortex-compact 112.21 MB 111.68 MB 543.32 KB -0.5%
hits_036.vortex 1.0 vortex-file-compressed 172.16 MB 171.34 MB 837.43 KB -0.5%
hits_074.vortex 1.0 vortex-file-compressed 199.33 MB 198.30 MB 1.03 MB -0.5%
hits_061.vortex 1.0 vortex-compact 125.23 MB 124.58 MB 663.66 KB -0.5%
hits_066.vortex 1.0 vortex-file-compressed 164.40 MB 163.54 MB 881.89 KB -0.5%
hits_056.vortex 1.0 vortex-compact 101.34 MB 100.78 MB 579.27 KB -0.6%
hits_081.vortex 1.0 vortex-file-compressed 200.13 MB 198.92 MB 1.21 MB -0.6%
hits_052.vortex 1.0 vortex-compact 98.43 MB 97.76 MB 682.02 KB -0.7%
hits_018.vortex 1.0 vortex-file-compressed 200.10 MB 198.71 MB 1.39 MB -0.7%
hits_070.vortex 1.0 vortex-file-compressed 200.28 MB 198.88 MB 1.40 MB -0.7%
hits_023.vortex 1.0 vortex-compact 142.74 MB 141.70 MB 1.03 MB -0.7%
hits_079.vortex 1.0 vortex-file-compressed 182.62 MB 181.29 MB 1.33 MB -0.7%
hits_050.vortex 1.0 vortex-file-compressed 161.12 MB 159.91 MB 1.21 MB -0.8%
hits_067.vortex 1.0 vortex-compact 98.55 MB 97.76 MB 806.61 KB -0.8%
hits_027.vortex 1.0 vortex-compact 139.25 MB 137.97 MB 1.28 MB -0.9%
hits_087.vortex 1.0 vortex-compact 125.65 MB 124.40 MB 1.26 MB -1.0%
hits_091.vortex 1.0 vortex-compact 112.35 MB 111.22 MB 1.13 MB -1.0%
hits_049.vortex 1.0 vortex-file-compressed 193.94 MB 191.86 MB 2.07 MB -1.1%
hits_001.vortex 1.0 vortex-file-compressed 191.10 MB 189.04 MB 2.06 MB -1.1%
hits_080.vortex 1.0 vortex-compact 96.73 MB 94.46 MB 2.27 MB -2.3%
duckdb.db 1.0 vortex-compact 268.00 KB 0 B 268.00 KB -100.0%

Totals:

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

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: Statistical and Population Genetics 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.8%
Engines: DuckDB No clear signal (-3.8%, low confidence)
Vortex (geomean): 0.871x ✅
Parquet (geomean): 0.905x ➖
Shifts: Parquet (control) -9.5% · Median polish -11.0%

How to read Verdict and Engines
  • Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
  • Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
  • Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
duckdb / vortex-file-compressed (0.851x ✅, 9↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed 12382045 13336757 0.93
statpopgen_q01/duckdb:vortex-file-compressed 🚀 12655704 15414185 0.82
statpopgen_q02/duckdb:vortex-file-compressed 🚀 536469291 599761344 0.89
statpopgen_q03/duckdb:vortex-file-compressed 🚀 1031107792 1271728657 0.81
statpopgen_q04/duckdb:vortex-file-compressed 🚀 1032429769 1235988069 0.84
statpopgen_q05/duckdb:vortex-file-compressed 🚀 477158656 541367432 0.88
statpopgen_q06/duckdb:vortex-file-compressed 1507221763 1630950310 0.92
statpopgen_q07/duckdb:vortex-file-compressed 🚀 198347653 258657105 0.77
statpopgen_q08/duckdb:vortex-file-compressed 🚀 217969888 268466532 0.81
statpopgen_q09/duckdb:vortex-file-compressed 🚀 821743747 981550561 0.84
statpopgen_q10/duckdb:vortex-file-compressed 🚀 2541707962 2942632381 0.86
duckdb / vortex-compact (0.891x ✅, 7↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact 11902207 12988873 0.92
statpopgen_q01/duckdb:vortex-compact 🚀 15214595 17778790 0.86
statpopgen_q02/duckdb:vortex-compact 576970535 614916372 0.94
statpopgen_q03/duckdb:vortex-compact 1155553646 1260601902 0.92
statpopgen_q04/duckdb:vortex-compact 🚀 1153207434 1363178219 0.85
statpopgen_q05/duckdb:vortex-compact 🚀 570184976 647354113 0.88
statpopgen_q06/duckdb:vortex-compact 1481862457 1622290220 0.91
statpopgen_q07/duckdb:vortex-compact 🚀 873617418 974024959 0.90
statpopgen_q08/duckdb:vortex-compact 🚀 896971303 1004680437 0.89
statpopgen_q09/duckdb:vortex-compact 🚀 955283198 1086073161 0.88
statpopgen_q10/duckdb:vortex-compact 🚀 2587814826 2980311945 0.87
duckdb / parquet (0.905x ➖, 4↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
statpopgen_q00/duckdb:parquet 336486005 359320557 0.94
statpopgen_q01/duckdb:parquet 414179583 437969307 0.95
statpopgen_q02/duckdb:parquet 803171493 885454046 0.91
statpopgen_q03/duckdb:parquet 🚀 1204081737 1371462885 0.88
statpopgen_q04/duckdb:parquet 🚀 1211145678 1389346218 0.87
statpopgen_q05/duckdb:parquet 843613460 936148417 0.90
statpopgen_q06/duckdb:parquet 1456389610 1593512540 0.91
statpopgen_q07/duckdb:parquet 883805790 975892989 0.91
statpopgen_q08/duckdb:parquet 🚀 903659654 1005903840 0.90
statpopgen_q09/duckdb:parquet 1045593350 1156509835 0.90
statpopgen_q10/duckdb:parquet 🚀 2252741202 2506175713 0.90

No file size changes detected.

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: Random Access 📖

Vortex (geomean): 0.952x ➖
Parquet (geomean): 0.936x ➖

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.
unknown / unknown (0.959x ➖, 7↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 358388 361152 0.99
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer 1022788 1047994 0.98
random-access/feature-vectors/correlated/parquet-tokio-local-disk 8360759701 8474282526 0.99
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer 8197121594 8360885436 0.98
random-access/feature-vectors/correlated/vortex-tokio-local-disk 🚀 3168875 3586574 0.88
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚀 2514652 2970617 0.85
random-access/feature-vectors/uniform/lance-tokio-local-disk 1147852 1181804 0.97
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer 1811194 1851377 0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk 8227839289 8362334516 0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer 8192101130 8411522403 0.97
random-access/feature-vectors/uniform/vortex-tokio-local-disk 3410488 3723597 0.92
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer 5631847 6070724 0.93
random-access/lance-tokio-local-disk 627718 650346 0.97
random-access/lance-tokio-local-disk-footer 1283653 1294248 0.99
random-access/nested-lists/correlated/lance-tokio-local-disk 223423 229565 0.97
random-access/nested-lists/correlated/lance-tokio-local-disk-footer 558021 553352 1.01
random-access/nested-lists/correlated/parquet-tokio-local-disk 127586243 131823694 0.97
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer 127210853 133834350 0.95
random-access/nested-lists/correlated/vortex-tokio-local-disk 342532 336629 1.02
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 434821 447125 0.97
random-access/nested-lists/uniform/lance-tokio-local-disk 1017437 984617 1.03
random-access/nested-lists/uniform/lance-tokio-local-disk-footer 1359855 1337789 1.02
random-access/nested-lists/uniform/parquet-tokio-local-disk 126228756 131150044 0.96
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer 125490720 132823197 0.94
random-access/nested-lists/uniform/vortex-tokio-local-disk 1833870 2018408 0.91
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer 1929154 2102047 0.92
random-access/nested-structs/correlated/lance-tokio-local-disk 349294 347968 1.00
random-access/nested-structs/correlated/lance-tokio-local-disk-footer 524833 524812 1.00
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚀 19973675 22680361 0.88
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚀 20355377 22901910 0.89
random-access/nested-structs/correlated/vortex-tokio-local-disk 478895 469333 1.02
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 709396 660568 1.07
random-access/nested-structs/uniform/lance-tokio-local-disk 2407336 2501066 0.96
random-access/nested-structs/uniform/lance-tokio-local-disk-footer 2815830 2715404 1.04
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚀 20507335 23247860 0.88
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚀 19865516 22702885 0.88
random-access/nested-structs/uniform/vortex-tokio-local-disk 1447381 1342377 1.08
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer 1700637 1605085 1.06
random-access/parquet-tokio-local-disk 164910366 176993450 0.93
random-access/parquet-tokio-local-disk-footer 164327022 177569896 0.93
random-access/taxi/correlated/lance-tokio-local-disk 928709 962558 0.96
random-access/taxi/correlated/lance-tokio-local-disk-footer 1775779 1903728 0.93
random-access/taxi/correlated/parquet-tokio-local-disk 249102490 266674513 0.93
random-access/taxi/correlated/parquet-tokio-local-disk-footer 245823700 266834144 0.92
random-access/taxi/correlated/vortex-tokio-local-disk 1189455 1193067 1.00
random-access/taxi/correlated/vortex-tokio-local-disk-footer 1629225 1774798 0.92
random-access/taxi/uniform/lance-tokio-local-disk 9347148 9562792 0.98
random-access/taxi/uniform/lance-tokio-local-disk-footer 10200204 10069969 1.01
random-access/taxi/uniform/parquet-tokio-local-disk 263210510 280157003 0.94
random-access/taxi/uniform/parquet-tokio-local-disk-footer 263622069 284596887 0.93
random-access/taxi/uniform/vortex-tokio-local-disk 4622790 4954134 0.93
random-access/taxi/uniform/vortex-tokio-local-disk-footer 5083942 5505423 0.92
random-access/vortex-tokio-local-disk 679365 745513 0.91
random-access/vortex-tokio-local-disk-footer 🚀 1105058 1260503 0.88

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: TPC-H SF=1 on S3 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.7%
Engines: DataFusion No clear signal (+7.2%, environment too noisy confidence) · DuckDB No clear signal (+0.4%, low confidence)
Vortex (geomean): 1.043x ➖
Parquet (geomean): 1.005x ➖
Shifts: Parquet (control) +0.5% · Median polish +3.9%

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 (1.035x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 286406095 273988424 1.05
tpch_q02/datafusion:vortex-file-compressed 415415105 423325747 0.98
tpch_q03/datafusion:vortex-file-compressed 409061231 403784546 1.01
tpch_q04/datafusion:vortex-file-compressed 206020761 208425919 0.99
tpch_q05/datafusion:vortex-file-compressed 332714541 350236919 0.95
tpch_q06/datafusion:vortex-file-compressed 298812324 296297049 1.01
tpch_q07/datafusion:vortex-file-compressed 374285933 395903204 0.95
tpch_q08/datafusion:vortex-file-compressed 485119491 487818995 0.99
tpch_q09/datafusion:vortex-file-compressed 327897847 306086848 1.07
tpch_q10/datafusion:vortex-file-compressed 469585488 407059216 1.15
tpch_q11/datafusion:vortex-file-compressed 276625002 272729453 1.01
tpch_q12/datafusion:vortex-file-compressed 380108121 392213935 0.97
tpch_q13/datafusion:vortex-file-compressed 218547160 168263751 1.30
tpch_q14/datafusion:vortex-file-compressed 242766453 240983456 1.01
tpch_q15/datafusion:vortex-file-compressed 479329012 449523358 1.07
tpch_q16/datafusion:vortex-file-compressed 🚨 260600117 200033697 1.30
tpch_q17/datafusion:vortex-file-compressed 377986948 446294609 0.85
tpch_q18/datafusion:vortex-file-compressed 266700718 291597539 0.91
tpch_q19/datafusion:vortex-file-compressed 471916231 548061398 0.86
tpch_q20/datafusion:vortex-file-compressed 457463965 408600599 1.12
tpch_q21/datafusion:vortex-file-compressed 599884246 500351011 1.20
tpch_q22/datafusion:vortex-file-compressed 165843042 141626156 1.17
datafusion / vortex-compact (1.049x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-compact 250598417 259551189 0.97
tpch_q02/datafusion:vortex-compact 477852448 394853334 1.21
tpch_q03/datafusion:vortex-compact 395504027 376205861 1.05
tpch_q04/datafusion:vortex-compact 219413309 211376920 1.04
tpch_q05/datafusion:vortex-compact 344822411 330912937 1.04
tpch_q06/datafusion:vortex-compact 276792395 290096737 0.95
tpch_q07/datafusion:vortex-compact 385979330 378648588 1.02
tpch_q08/datafusion:vortex-compact 493810526 478220999 1.03
tpch_q09/datafusion:vortex-compact 365789488 346545699 1.06
tpch_q10/datafusion:vortex-compact 392405154 396172896 0.99
tpch_q11/datafusion:vortex-compact 254286798 277805433 0.92
tpch_q12/datafusion:vortex-compact 352983587 350963716 1.01
tpch_q13/datafusion:vortex-compact 207161156 211787475 0.98
tpch_q14/datafusion:vortex-compact 226421551 227760947 0.99
tpch_q15/datafusion:vortex-compact 412386450 420371066 0.98
tpch_q16/datafusion:vortex-compact 179873069 180984531 0.99
tpch_q17/datafusion:vortex-compact 398825278 310810170 1.28
tpch_q18/datafusion:vortex-compact 269384085 247633354 1.09
tpch_q19/datafusion:vortex-compact 584441621 528139849 1.11
tpch_q20/datafusion:vortex-compact 434349115 432754749 1.00
tpch_q21/datafusion:vortex-compact 550672748 492551288 1.12
tpch_q22/datafusion:vortex-compact 🚨 204982786 151882330 1.35
datafusion / parquet (0.972x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:parquet 205604079 218099095 0.94
tpch_q02/datafusion:parquet 403784237 383555023 1.05
tpch_q03/datafusion:parquet 302665122 310046043 0.98
tpch_q04/datafusion:parquet 148719643 157124143 0.95
tpch_q05/datafusion:parquet 429944045 437837760 0.98
tpch_q06/datafusion:parquet 138204482 140830533 0.98
tpch_q07/datafusion:parquet 439146381 486293012 0.90
tpch_q08/datafusion:parquet 578783699 559730507 1.03
tpch_q09/datafusion:parquet 476158771 533935403 0.89
tpch_q10/datafusion:parquet 471916469 454446440 1.04
tpch_q11/datafusion:parquet 364065351 370273666 0.98
tpch_q12/datafusion:parquet 223588184 213333417 1.05
tpch_q13/datafusion:parquet 429254409 426890636 1.01
tpch_q14/datafusion:parquet 178556539 169925755 1.05
tpch_q15/datafusion:parquet 309305970 298720957 1.04
tpch_q16/datafusion:parquet 169867012 188708235 0.90
tpch_q17/datafusion:parquet 372557344 380358444 0.98
tpch_q18/datafusion:parquet 434023556 421541799 1.03
tpch_q19/datafusion:parquet 296505568 303898149 0.98
tpch_q20/datafusion:parquet 299173777 387138525 0.77
tpch_q21/datafusion:parquet 475695553 563862988 0.84
tpch_q22/datafusion:parquet 176655921 164930358 1.07
duckdb / vortex-file-compressed (1.044x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 277466223 248504779 1.12
tpch_q02/duckdb:vortex-file-compressed 1042222566 925644005 1.13
tpch_q03/duckdb:vortex-file-compressed 612248791 630751553 0.97
tpch_q04/duckdb:vortex-file-compressed 401160406 378499614 1.06
tpch_q05/duckdb:vortex-file-compressed 785829168 775779761 1.01
tpch_q06/duckdb:vortex-file-compressed 352910392 358747034 0.98
tpch_q07/duckdb:vortex-file-compressed 881062030 895123010 0.98
tpch_q08/duckdb:vortex-file-compressed 1091299157 1024310960 1.07
tpch_q09/duckdb:vortex-file-compressed 929321126 839897837 1.11
tpch_q10/duckdb:vortex-file-compressed 684843418 666193383 1.03
tpch_q11/duckdb:vortex-file-compressed 477852558 481462132 0.99
tpch_q12/duckdb:vortex-file-compressed 610947743 635422871 0.96
tpch_q13/duckdb:vortex-file-compressed 474478975 380768914 1.25
tpch_q14/duckdb:vortex-file-compressed 454281856 395897633 1.15
tpch_q15/duckdb:vortex-file-compressed 284885086 273957939 1.04
tpch_q16/duckdb:vortex-file-compressed 329845753 353335469 0.93
tpch_q17/duckdb:vortex-file-compressed 716673795 664885763 1.08
tpch_q18/duckdb:vortex-file-compressed 550573645 530990180 1.04
tpch_q19/duckdb:vortex-file-compressed 430850639 444003867 0.97
tpch_q20/duckdb:vortex-file-compressed 769932795 748599286 1.03
tpch_q21/duckdb:vortex-file-compressed 1039453398 968006242 1.07
tpch_q22/duckdb:vortex-file-compressed 288584764 272058286 1.06
duckdb / vortex-compact (1.043x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-compact 283327354 296540573 0.96
tpch_q02/duckdb:vortex-compact 886161878 887277347 1.00
tpch_q03/duckdb:vortex-compact 622579339 590171514 1.05
tpch_q04/duckdb:vortex-compact 380293168 351512472 1.08
tpch_q05/duckdb:vortex-compact 760013089 775720862 0.98
tpch_q06/duckdb:vortex-compact 352124766 340062374 1.04
tpch_q07/duckdb:vortex-compact 843982335 884626777 0.95
tpch_q08/duckdb:vortex-compact 1050638160 1057055332 0.99
tpch_q09/duckdb:vortex-compact 912454571 924542249 0.99
tpch_q10/duckdb:vortex-compact 672140895 618301555 1.09
tpch_q11/duckdb:vortex-compact 495787696 456957103 1.08
tpch_q12/duckdb:vortex-compact 571725078 566275463 1.01
tpch_q13/duckdb:vortex-compact 328879480 334610346 0.98
tpch_q14/duckdb:vortex-compact 408233612 334632887 1.22
tpch_q15/duckdb:vortex-compact 283765890 262486182 1.08
tpch_q16/duckdb:vortex-compact 320940522 310270237 1.03
tpch_q17/duckdb:vortex-compact 625461522 609923045 1.03
tpch_q18/duckdb:vortex-compact 559133326 497140105 1.12
tpch_q19/duckdb:vortex-compact 467547771 446274133 1.05
tpch_q20/duckdb:vortex-compact 756759611 692918907 1.09
tpch_q21/duckdb:vortex-compact 1028682300 954952153 1.08
tpch_q22/duckdb:vortex-compact 256939638 236708853 1.09
duckdb / parquet (1.040x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:parquet 420265838 405745669 1.04
tpch_q02/duckdb:parquet 994952396 1002977693 0.99
tpch_q03/duckdb:parquet 959262622 900617970 1.07
tpch_q04/duckdb:parquet 607921155 572766657 1.06
tpch_q05/duckdb:parquet 1142451612 1192155579 0.96
tpch_q06/duckdb:parquet 399546347 381102691 1.05
tpch_q07/duckdb:parquet 1075286977 1060225506 1.01
tpch_q08/duckdb:parquet 1404821716 1401291335 1.00
tpch_q09/duckdb:parquet 1265333190 1192433108 1.06
tpch_q10/duckdb:parquet 1213860972 1132267459 1.07
tpch_q11/duckdb:parquet 671705222 627466095 1.07
tpch_q12/duckdb:parquet 613479285 614715790 1.00
tpch_q13/duckdb:parquet 875091678 881796063 0.99
tpch_q14/duckdb:parquet 639315056 607817869 1.05
tpch_q15/duckdb:parquet 477268685 463175654 1.03
tpch_q16/duckdb:parquet 601708613 601049184 1.00
tpch_q17/duckdb:parquet 750171588 694599112 1.08
tpch_q18/duckdb:parquet 833522004 816473073 1.02
tpch_q19/duckdb:parquet 739851629 689830862 1.07
tpch_q20/duckdb:parquet 1102713017 990580613 1.11
tpch_q21/duckdb:parquet 1085180155 1043889814 1.04
tpch_q22/duckdb:parquet 583956102 522413166 1.12

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: TPC-H SF=10 on NVME 📖

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.9%
Engines: DataFusion No clear signal (+1.9%, low confidence) · DuckDB No clear signal (+1.9%, low confidence)
Vortex (geomean): 0.997x ➖
Parquet (geomean): 0.995x ➖
Shifts: Parquet (control) -0.5% · 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 (0.994x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 441081973 438116013 1.01
tpch_q02/datafusion:vortex-file-compressed 100991756 102303886 0.99
tpch_q03/datafusion:vortex-file-compressed 193592696 191806816 1.01
tpch_q04/datafusion:vortex-file-compressed 94429112 93973324 1.00
tpch_q05/datafusion:vortex-file-compressed 330297129 329607411 1.00
tpch_q06/datafusion:vortex-file-compressed 37788940 38084713 0.99
tpch_q07/datafusion:vortex-file-compressed 447341339 446970647 1.00
tpch_q08/datafusion:vortex-file-compressed 332392132 339546822 0.98
tpch_q09/datafusion:vortex-file-compressed 584205202 578370563 1.01
tpch_q10/datafusion:vortex-file-compressed 220546977 218498766 1.01
tpch_q11/datafusion:vortex-file-compressed 75528511 76854314 0.98
tpch_q12/datafusion:vortex-file-compressed 109944129 110250691 1.00
tpch_q13/datafusion:vortex-file-compressed 188838120 191060458 0.99
tpch_q14/datafusion:vortex-file-compressed 49363537 49464428 1.00
tpch_q15/datafusion:vortex-file-compressed 97161908 97029561 1.00
tpch_q16/datafusion:vortex-file-compressed 72870887 73371291 0.99
tpch_q17/datafusion:vortex-file-compressed 571657176 577210883 0.99
tpch_q18/datafusion:vortex-file-compressed 812431010 820275009 0.99
tpch_q19/datafusion:vortex-file-compressed 75349771 76847214 0.98
tpch_q20/datafusion:vortex-file-compressed 149781083 153998872 0.97
tpch_q21/datafusion:vortex-file-compressed 576654315 579289455 1.00
tpch_q22/datafusion:vortex-file-compressed 52192984 53273455 0.98
datafusion / vortex-compact (0.992x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-compact 518327087 516956677 1.00
tpch_q02/datafusion:vortex-compact 104500501 105643606 0.99
tpch_q03/datafusion:vortex-compact 209006132 213346754 0.98
tpch_q04/datafusion:vortex-compact 125724099 128713753 0.98
tpch_q05/datafusion:vortex-compact 345374651 347747106 0.99
tpch_q06/datafusion:vortex-compact 62151102 63418743 0.98
tpch_q07/datafusion:vortex-compact 475957401 482196340 0.99
tpch_q08/datafusion:vortex-compact 357347130 359968773 0.99
tpch_q09/datafusion:vortex-compact 598290938 609220593 0.98
tpch_q10/datafusion:vortex-compact 265446228 267227893 0.99
tpch_q11/datafusion:vortex-compact 78137376 77155207 1.01
tpch_q12/datafusion:vortex-compact 172684249 175803531 0.98
tpch_q13/datafusion:vortex-compact 237164818 240440121 0.99
tpch_q14/datafusion:vortex-compact 67336375 68314097 0.99
tpch_q15/datafusion:vortex-compact 151184789 151152675 1.00
tpch_q16/datafusion:vortex-compact 81919408 81287874 1.01
tpch_q17/datafusion:vortex-compact 568449785 573836058 0.99
tpch_q18/datafusion:vortex-compact 847291315 855081699 0.99
tpch_q19/datafusion:vortex-compact 209726124 205200946 1.02
tpch_q20/datafusion:vortex-compact 177406201 179626131 0.99
tpch_q21/datafusion:vortex-compact 664999795 670724359 0.99
tpch_q22/datafusion:vortex-compact 61824047 62565670 0.99
datafusion / parquet (1.000x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:parquet 472237525 465983714 1.01
tpch_q02/datafusion:parquet 176799524 177411541 1.00
tpch_q03/datafusion:parquet 260369632 259672841 1.00
tpch_q04/datafusion:parquet 124691964 120519234 1.03
tpch_q05/datafusion:parquet 392714951 395529170 0.99
tpch_q06/datafusion:parquet 132463559 130966716 1.01
tpch_q07/datafusion:parquet 555477805 558373389 0.99
tpch_q08/datafusion:parquet 444626040 443126664 1.00
tpch_q09/datafusion:parquet 716231113 725784536 0.99
tpch_q10/datafusion:parquet 573875969 571107881 1.00
tpch_q11/datafusion:parquet 120059729 117268487 1.02
tpch_q12/datafusion:parquet 219721191 215077821 1.02
tpch_q13/datafusion:parquet 348292293 346957550 1.00
tpch_q14/datafusion:parquet 154443186 152335477 1.01
tpch_q15/datafusion:parquet 256122538 259262295 0.99
tpch_q16/datafusion:parquet 116648690 121415975 0.96
tpch_q17/datafusion:parquet 659610955 657538772 1.00
tpch_q18/datafusion:parquet 851496979 872612168 0.98
tpch_q19/datafusion:parquet 268750517 280106200 0.96
tpch_q20/datafusion:parquet 294924854 295018406 1.00
tpch_q21/datafusion:parquet 653646274 653185328 1.00
tpch_q22/datafusion:parquet 209997271 206871724 1.02
datafusion / arrow (1.072x ➖, 0↑ 8↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:arrow 756029708 689841850 1.10
tpch_q02/datafusion:arrow 🚨 131079125 112262190 1.17
tpch_q03/datafusion:arrow 🚨 572280238 490719200 1.17
tpch_q04/datafusion:arrow 🚨 410064603 351822337 1.17
tpch_q05/datafusion:arrow 🚨 808381260 720175519 1.12
tpch_q06/datafusion:arrow 350156736 333058079 1.05
tpch_q07/datafusion:arrow 🚨 1278039264 1146381220 1.11
tpch_q08/datafusion:arrow 🚨 1037391984 940615419 1.10
tpch_q09/datafusion:arrow 1140530796 1085517949 1.05
tpch_q10/datafusion:arrow 🚨 689582934 622874961 1.11
tpch_q11/datafusion:arrow 94879037 91986029 1.03
tpch_q12/datafusion:arrow 🚨 1457391344 1094809584 1.33
tpch_q13/datafusion:arrow 496397888 483351152 1.03
tpch_q14/datafusion:arrow 372252507 348890875 1.07
tpch_q15/datafusion:arrow 755746611 720856345 1.05
tpch_q16/datafusion:arrow 81987328 80610235 1.02
tpch_q17/datafusion:arrow 957436800 951870838 1.01
tpch_q18/datafusion:arrow 1833020654 1826028429 1.00
tpch_q19/datafusion:arrow 547314599 547309039 1.00
tpch_q20/datafusion:arrow 500789372 501004759 1.00
tpch_q21/datafusion:arrow 3072589001 3102604601 0.99
tpch_q22/datafusion:arrow 81015417 82386231 0.98
duckdb / vortex-file-compressed (0.999x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 169701160 167854735 1.01
tpch_q02/duckdb:vortex-file-compressed 52755369 52916665 1.00
tpch_q03/duckdb:vortex-file-compressed 118421133 119935570 0.99
tpch_q04/duckdb:vortex-file-compressed 151794751 150261970 1.01
tpch_q05/duckdb:vortex-file-compressed 134736481 134030431 1.01
tpch_q06/duckdb:vortex-file-compressed 34523179 34694711 1.00
tpch_q07/duckdb:vortex-file-compressed 128220384 129288404 0.99
tpch_q08/duckdb:vortex-file-compressed 168073389 168755976 1.00
tpch_q09/duckdb:vortex-file-compressed 386702541 390715589 0.99
tpch_q10/duckdb:vortex-file-compressed 192028298 192607090 1.00
tpch_q11/duckdb:vortex-file-compressed 30219786 30503148 0.99
tpch_q12/duckdb:vortex-file-compressed 104623951 103937362 1.01
tpch_q13/duckdb:vortex-file-compressed 266807446 268235293 0.99
tpch_q14/duckdb:vortex-file-compressed 53047030 53183969 1.00
tpch_q15/duckdb:vortex-file-compressed 87390627 87749904 1.00
tpch_q16/duckdb:vortex-file-compressed 77100076 76918101 1.00
tpch_q17/duckdb:vortex-file-compressed 87700994 87961981 1.00
tpch_q18/duckdb:vortex-file-compressed 287082496 283252827 1.01
tpch_q19/duckdb:vortex-file-compressed 74430818 73396219 1.01
tpch_q20/duckdb:vortex-file-compressed 136064249 137174077 0.99
tpch_q21/duckdb:vortex-file-compressed 466580098 467540742 1.00
tpch_q22/duckdb:vortex-file-compressed 63101108 62734433 1.01
duckdb / vortex-compact (1.002x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-compact 271152162 272589158 0.99
tpch_q02/duckdb:vortex-compact 62562270 60711953 1.03
tpch_q03/duckdb:vortex-compact 155958318 156250637 1.00
tpch_q04/duckdb:vortex-compact 212327056 212794983 1.00
tpch_q05/duckdb:vortex-compact 181408624 180495716 1.01
tpch_q06/duckdb:vortex-compact 57591943 57498854 1.00
tpch_q07/duckdb:vortex-compact 214014503 214606125 1.00
tpch_q08/duckdb:vortex-compact 214036089 215846207 0.99
tpch_q09/duckdb:vortex-compact 463294961 457291971 1.01
tpch_q10/duckdb:vortex-compact 253428911 255303286 0.99
tpch_q11/duckdb:vortex-compact 38639338 37842492 1.02
tpch_q12/duckdb:vortex-compact 193084413 190970015 1.01
tpch_q13/duckdb:vortex-compact 319511188 321195124 0.99
tpch_q14/duckdb:vortex-compact 72528580 72622362 1.00
tpch_q15/duckdb:vortex-compact 117748904 116579148 1.01
tpch_q16/duckdb:vortex-compact 78877275 79468958 0.99
tpch_q17/duckdb:vortex-compact 104112273 104037387 1.00
tpch_q18/duckdb:vortex-compact 347542250 346991332 1.00
tpch_q19/duckdb:vortex-compact 89942854 91189496 0.99
tpch_q20/duckdb:vortex-compact 180555600 179555755 1.01
tpch_q21/duckdb:vortex-compact 623146284 625318150 1.00
tpch_q22/duckdb:vortex-compact 70838721 71139302 1.00
duckdb / parquet (0.991x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:parquet 271924092 263066278 1.03
tpch_q02/duckdb:parquet 100891957 100775449 1.00
tpch_q03/duckdb:parquet 216987524 216153278 1.00
tpch_q04/duckdb:parquet 137839177 139054695 0.99
tpch_q05/duckdb:parquet 229038016 226910404 1.01
tpch_q06/duckdb:parquet 74834817 76319859 0.98
tpch_q07/duckdb:parquet 188363455 191468519 0.98
tpch_q08/duckdb:parquet 266403397 269278329 0.99
tpch_q09/duckdb:parquet 509372946 505550443 1.01
tpch_q10/duckdb:parquet 625115949 627742021 1.00
tpch_q11/duckdb:parquet 65120001 68680843 0.95
tpch_q12/duckdb:parquet 132078606 133759569 0.99
tpch_q13/duckdb:parquet 445356723 452815223 0.98
tpch_q14/duckdb:parquet 180329676 182326950 0.99
tpch_q15/duckdb:parquet 101946341 105338525 0.97
tpch_q16/duckdb:parquet 155531163 164191271 0.95
tpch_q17/duckdb:parquet 182430210 183982143 0.99
tpch_q18/duckdb:parquet 366977021 361997296 1.01
tpch_q19/duckdb:parquet 282007628 286218250 0.99
tpch_q20/duckdb:parquet 235851486 233877786 1.01
tpch_q21/duckdb:parquet 565345603 567934688 1.00
tpch_q22/duckdb:parquet 302092786 307432748 0.98
duckdb / duckdb (1.026x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:duckdb 120515666 120534095 1.00
tpch_q02/duckdb:duckdb 52107685 48981657 1.06
tpch_q03/duckdb:duckdb 104592493 104112467 1.00
tpch_q04/duckdb:duckdb 142945884 138084481 1.04
tpch_q05/duckdb:duckdb 120146283 118857106 1.01
tpch_q06/duckdb:duckdb 44520009 44758999 0.99
tpch_q07/duckdb:duckdb 90614848 91650590 0.99
tpch_q08/duckdb:duckdb 119749590 118981543 1.01
tpch_q09/duckdb:duckdb 287554476 281412419 1.02
tpch_q10/duckdb:duckdb 220152848 216172472 1.02
tpch_q11/duckdb:duckdb 20215336 19421992 1.04
tpch_q12/duckdb:duckdb 90879844 89759053 1.01
tpch_q13/duckdb:duckdb 239642455 230742457 1.04
tpch_q14/duckdb:duckdb 80941058 77162716 1.05
tpch_q15/duckdb:duckdb 84308156 82276657 1.02
tpch_q16/duckdb:duckdb 81300953 76204834 1.07
tpch_q17/duckdb:duckdb 89811037 88065472 1.02
tpch_q18/duckdb:duckdb 241975908 237015470 1.02
tpch_q19/duckdb:duckdb 127898811 124129022 1.03
tpch_q20/duckdb:duckdb 120494518 117252609 1.03
tpch_q21/duckdb:duckdb 324666925 301679019 1.08
tpch_q22/duckdb:duckdb 71507902 69311973 1.03

No file size changes detected.

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Benchmarks: Clickbench on 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 (-0.3%, low confidence)
Vortex (geomean): 1.008x ➖
Parquet (geomean): 1.008x ➖
Shifts: Parquet (control) +0.8% · 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 (1.020x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 1577638 1651245 0.96
clickbench_q01/datafusion:vortex-file-compressed 17946389 16520998 1.09
clickbench_q02/datafusion:vortex-file-compressed 35187856 34097397 1.03
clickbench_q03/datafusion:vortex-file-compressed 37500191 36221653 1.04
clickbench_q04/datafusion:vortex-file-compressed 245075322 234019482 1.05
clickbench_q05/datafusion:vortex-file-compressed 311449930 302110763 1.03
clickbench_q06/datafusion:vortex-file-compressed 1573509 1712737 0.92
clickbench_q07/datafusion:vortex-file-compressed 21966709 22569696 0.97
clickbench_q08/datafusion:vortex-file-compressed 332884984 320359948 1.04
clickbench_q09/datafusion:vortex-file-compressed 454683144 444849048 1.02
clickbench_q10/datafusion:vortex-file-compressed 72396819 70358047 1.03
clickbench_q11/datafusion:vortex-file-compressed 88185126 84961895 1.04
clickbench_q12/datafusion:vortex-file-compressed 267541645 259584884 1.03
clickbench_q13/datafusion:vortex-file-compressed 416704708 409099049 1.02
clickbench_q14/datafusion:vortex-file-compressed 258772691 252092748 1.03
clickbench_q15/datafusion:vortex-file-compressed 281447486 274156320 1.03
clickbench_q16/datafusion:vortex-file-compressed 650680576 633453787 1.03
clickbench_q17/datafusion:vortex-file-compressed 644413346 634851341 1.02
clickbench_q18/datafusion:vortex-file-compressed 1352249025 1350744349 1.00
clickbench_q19/datafusion:vortex-file-compressed 26107994 26065579 1.00
clickbench_q20/datafusion:vortex-file-compressed 269001392 261524824 1.03
clickbench_q21/datafusion:vortex-file-compressed 352117207 343730537 1.02
clickbench_q22/datafusion:vortex-file-compressed 452286653 437707004 1.03
clickbench_q23/datafusion:vortex-file-compressed 590366788 582828095 1.01
clickbench_q24/datafusion:vortex-file-compressed 42898319 42394351 1.01
clickbench_q25/datafusion:vortex-file-compressed 73258487 70411772 1.04
clickbench_q26/datafusion:vortex-file-compressed 45781192 41859129 1.09
clickbench_q27/datafusion:vortex-file-compressed 375771661 370021118 1.02
clickbench_q28/datafusion:vortex-file-compressed 2368765125 2304424060 1.03
clickbench_q29/datafusion:vortex-file-compressed 55534705 56655318 0.98
clickbench_q30/datafusion:vortex-file-compressed 226027995 222856118 1.01
clickbench_q31/datafusion:vortex-file-compressed 244178618 242700427 1.01
clickbench_q32/datafusion:vortex-file-compressed 1038463248 1026390306 1.01
clickbench_q33/datafusion:vortex-file-compressed 1395532478 1352881583 1.03
clickbench_q34/datafusion:vortex-file-compressed 1385666672 1365499961 1.01
clickbench_q35/datafusion:vortex-file-compressed 234449833 244579555 0.96
clickbench_q36/datafusion:vortex-file-compressed 59032355 56076537 1.05
clickbench_q37/datafusion:vortex-file-compressed 24907911 24624842 1.01
clickbench_q38/datafusion:vortex-file-compressed 15659754 15127971 1.04
clickbench_q39/datafusion:vortex-file-compressed 128928412 119717972 1.08
clickbench_q40/datafusion:vortex-file-compressed 12172211 11902275 1.02
clickbench_q41/datafusion:vortex-file-compressed 12038973 11647452 1.03
clickbench_q42/datafusion:vortex-file-compressed 11224744 11185133 1.00
datafusion / parquet (1.011x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench_q00/datafusion:parquet 1535833 1520041 1.01
clickbench_q01/datafusion:parquet 19844916 20298573 0.98
clickbench_q02/datafusion:parquet 42853852 43047572 1.00
clickbench_q03/datafusion:parquet 34024702 34388011 0.99
clickbench_q04/datafusion:parquet 264298686 267504424 0.99
clickbench_q05/datafusion:parquet 316433637 308540092 1.03
clickbench_q06/datafusion:parquet 1575017 1557892 1.01
clickbench_q07/datafusion:parquet 22302518 21146800 1.05
clickbench_q08/datafusion:parquet 341420733 331099371 1.03
clickbench_q09/datafusion:parquet 478415686 478137461 1.00
clickbench_q10/datafusion:parquet 91954472 90870048 1.01
clickbench_q11/datafusion:parquet 119143342 115257677 1.03
clickbench_q12/datafusion:parquet 312240673 293893865 1.06
clickbench_q13/datafusion:parquet 469766856 449429467 1.05
clickbench_q14/datafusion:parquet 312214808 306255060 1.02
clickbench_q15/datafusion:parquet 281385593 275819642 1.02
clickbench_q16/datafusion:parquet 659479423 653866044 1.01
clickbench_q17/datafusion:parquet 644567747 651119086 0.99
clickbench_q18/datafusion:parquet 1383247874 1465284008 0.94
clickbench_q19/datafusion:parquet 26391570 29029293 0.91
clickbench_q20/datafusion:parquet 560720741 549046891 1.02
clickbench_q21/datafusion:parquet 623330640 625542422 1.00
clickbench_q22/datafusion:parquet 924983459 917085815 1.01
clickbench_q23/datafusion:parquet 4056587338 4046783725 1.00
clickbench_q24/datafusion:parquet 56996560 58495088 0.97
clickbench_q25/datafusion:parquet 129874515 123502529 1.05
clickbench_q26/datafusion:parquet 54009629 52934526 1.02
clickbench_q27/datafusion:parquet 654409597 647596256 1.01
clickbench_q28/datafusion:parquet 2459058255 2418335132 1.02
clickbench_q29/datafusion:parquet 🚨 52497254 47325411 1.11
clickbench_q30/datafusion:parquet 318478801 309301967 1.03
clickbench_q31/datafusion:parquet 350362011 347699095 1.01
clickbench_q32/datafusion:parquet 1091331677 1106605572 0.99
clickbench_q33/datafusion:parquet 1497903116 1487649532 1.01
clickbench_q34/datafusion:parquet 1503982116 1509723975 1.00
clickbench_q35/datafusion:parquet 243105112 241179999 1.01
clickbench_q36/datafusion:parquet 105878817 109256533 0.97
clickbench_q37/datafusion:parquet 43243127 42353470 1.02
clickbench_q38/datafusion:parquet 64136387 59203749 1.08
clickbench_q39/datafusion:parquet 211318291 203112501 1.04
clickbench_q40/datafusion:parquet 22529482 22312130 1.01
clickbench_q41/datafusion:parquet 21999073 21556274 1.02
clickbench_q42/datafusion:parquet 22756694 23401257 0.97
duckdb / vortex-file-compressed (0.995x ➖, 2↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 9772559 10223340 0.96
clickbench_q01/duckdb:vortex-file-compressed 15166032 15235693 1.00
clickbench_q02/duckdb:vortex-file-compressed 20808218 21074267 0.99
clickbench_q03/duckdb:vortex-file-compressed 26955685 26789574 1.01
clickbench_q04/duckdb:vortex-file-compressed 204074152 199484492 1.02
clickbench_q05/duckdb:vortex-file-compressed 184609718 181620403 1.02
clickbench_q06/duckdb:vortex-file-compressed 19187621 19263341 1.00
clickbench_q07/duckdb:vortex-file-compressed 19343387 19785796 0.98
clickbench_q08/duckdb:vortex-file-compressed 276706378 264443990 1.05
clickbench_q09/duckdb:vortex-file-compressed 356215292 356249554 1.00
clickbench_q10/duckdb:vortex-file-compressed 73556166 72500886 1.01
clickbench_q11/duckdb:vortex-file-compressed 85238298 83101223 1.03
clickbench_q12/duckdb:vortex-file-compressed 208119660 213271913 0.98
clickbench_q13/duckdb:vortex-file-compressed 414557982 405197644 1.02
clickbench_q14/duckdb:vortex-file-compressed 242839574 238481785 1.02
clickbench_q15/duckdb:vortex-file-compressed 254178199 252873537 1.01
clickbench_q16/duckdb:vortex-file-compressed 549491978 538884320 1.02
clickbench_q17/duckdb:vortex-file-compressed 438525543 429409926 1.02
clickbench_q18/duckdb:vortex-file-compressed 956597311 938420859 1.02
clickbench_q19/duckdb:vortex-file-compressed 20663412 20704851 1.00
clickbench_q20/duckdb:vortex-file-compressed 251969847 253789401 0.99
clickbench_q21/duckdb:vortex-file-compressed 348782498 325934374 1.07
clickbench_q22/duckdb:vortex-file-compressed 502092652 483401973 1.04
clickbench_q23/duckdb:vortex-file-compressed 159189580 174217732 0.91
clickbench_q24/duckdb:vortex-file-compressed 39558967 38651160 1.02
clickbench_q25/duckdb:vortex-file-compressed 80541438 78704266 1.02
clickbench_q26/duckdb:vortex-file-compressed 🚨 49138970 42800281 1.15
clickbench_q27/duckdb:vortex-file-compressed 220927743 219407216 1.01
clickbench_q28/duckdb:vortex-file-compressed 3028798409 3021099599 1.00
clickbench_q29/duckdb:vortex-file-compressed 27669509 26619880 1.04
clickbench_q30/duckdb:vortex-file-compressed 202644976 199004390 1.02
clickbench_q31/duckdb:vortex-file-compressed 295420921 291559968 1.01
clickbench_q32/duckdb:vortex-file-compressed 1151710063 1124344858 1.02
clickbench_q33/duckdb:vortex-file-compressed 1084265048 1095355390 0.99
clickbench_q34/duckdb:vortex-file-compressed 1205570329 1167836448 1.03
clickbench_q35/duckdb:vortex-file-compressed 368796236 372581088 0.99
clickbench_q36/duckdb:vortex-file-compressed 29843666 31963013 0.93
clickbench_q37/duckdb:vortex-file-compressed 20640371 22418248 0.92
clickbench_q38/duckdb:vortex-file-compressed 🚀 22898411 25582784 0.90
clickbench_q39/duckdb:vortex-file-compressed 43116904 47588201 0.91
clickbench_q40/duckdb:vortex-file-compressed 🚀 20270754 24529106 0.83
clickbench_q41/duckdb:vortex-file-compressed 19837197 21596375 0.92
clickbench_q42/duckdb:vortex-file-compressed 21923388 21877741 1.00
duckdb / parquet (1.005x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench_q00/duckdb:parquet 24630767 22939754 1.07
clickbench_q01/duckdb:parquet 30839629 30766137 1.00
clickbench_q02/duckdb:parquet 51902168 51677599 1.00
clickbench_q03/duckdb:parquet 40936908 40755120 1.00
clickbench_q04/duckdb:parquet 205858209 203936177 1.01
clickbench_q05/duckdb:parquet 260810441 262241655 0.99
clickbench_q06/duckdb:parquet 48191243 48225855 1.00
clickbench_q07/duckdb:parquet 32885130 32448036 1.01
clickbench_q08/duckdb:parquet 275237049 272331170 1.01
clickbench_q09/duckdb:parquet 400562419 404198640 0.99
clickbench_q10/duckdb:parquet 84727712 84840696 1.00
clickbench_q11/duckdb:parquet 102894900 101892322 1.01
clickbench_q12/duckdb:parquet 287067447 280411041 1.02
clickbench_q13/duckdb:parquet 475098278 479290701 0.99
clickbench_q14/duckdb:parquet 320897598 317610656 1.01
clickbench_q15/duckdb:parquet 256170221 255750007 1.00
clickbench_q16/duckdb:parquet 603862406 595390182 1.01
clickbench_q17/duckdb:parquet 506287247 503121598 1.01
clickbench_q18/duckdb:parquet 1038108604 1035038287 1.00
clickbench_q19/duckdb:parquet 29368410 28737227 1.02
clickbench_q20/duckdb:parquet 415525781 417878683 0.99
clickbench_q21/duckdb:parquet 531633229 533809876 1.00
clickbench_q22/duckdb:parquet 920061836 917408960 1.00
clickbench_q23/duckdb:parquet 268899992 277959740 0.97
clickbench_q24/duckdb:parquet 77418646 73361209 1.06
clickbench_q25/duckdb:parquet 164520182 164075324 1.00
clickbench_q26/duckdb:parquet 54568531 56008118 0.97
clickbench_q27/duckdb:parquet 474603933 479354872 0.99
clickbench_q28/duckdb:parquet 4796394895 4794278147 1.00
clickbench_q29/duckdb:parquet 43639503 43288010 1.01
clickbench_q30/duckdb:parquet 312482707 315021910 0.99
clickbench_q31/duckdb:parquet 382125845 376489846 1.01
clickbench_q32/duckdb:parquet 1124137600 1114293464 1.01
clickbench_q33/duckdb:parquet 1126226862 1111483227 1.01
clickbench_q34/duckdb:parquet 1165989110 1155168729 1.01
clickbench_q35/duckdb:parquet 375156695 370231654 1.01
clickbench_q36/duckdb:parquet 49094401 48385291 1.01
clickbench_q37/duckdb:parquet 35494163 34664839 1.02
clickbench_q38/duckdb:parquet 38969758 37180778 1.05
clickbench_q39/duckdb:parquet 88377803 90742486 0.97
clickbench_q40/duckdb:parquet 20947346 21880215 0.96
clickbench_q41/duckdb:parquet 22438638 22649057 0.99
clickbench_q42/duckdb:parquet 24572809 25064970 0.98
duckdb / duckdb (1.008x ➖, 0↑ 1↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
clickbench_q00/duckdb:duckdb 18596940 18639201 1.00
clickbench_q01/duckdb:duckdb 35821082 35566874 1.01
clickbench_q02/duckdb:duckdb 52574635 52885065 0.99
clickbench_q03/duckdb:duckdb 56825283 56870242 1.00
clickbench_q04/duckdb:duckdb 213110945 215001803 0.99
clickbench_q05/duckdb:duckdb 284961221 283365533 1.01
clickbench_q06/duckdb:duckdb 35762998 35499635 1.01
clickbench_q07/duckdb:duckdb 36334149 36400629 1.00
clickbench_q08/duckdb:duckdb 277699266 280334865 0.99
clickbench_q09/duckdb:duckdb 392685579 392227138 1.00
clickbench_q10/duckdb:duckdb 119145983 118059682 1.01
clickbench_q11/duckdb:duckdb 129640654 128419269 1.01
clickbench_q12/duckdb:duckdb 260580818 258957971 1.01
clickbench_q13/duckdb:duckdb 446547994 443706230 1.01
clickbench_q14/duckdb:duckdb 288453931 283959260 1.02
clickbench_q15/duckdb:duckdb 244574108 240314656 1.02
clickbench_q16/duckdb:duckdb 566985407 563821027 1.01
clickbench_q17/duckdb:duckdb 480570571 469670302 1.02
clickbench_q18/duckdb:duckdb 1025815610 1028374742 1.00
clickbench_q19/duckdb:duckdb 35515135 36274647 0.98
clickbench_q20/duckdb:duckdb 462359108 474883633 0.97
clickbench_q21/duckdb:duckdb 477639601 477527351 1.00
clickbench_q22/duckdb:duckdb 558166062 533139092 1.05
clickbench_q23/duckdb:duckdb 260677936 247031438 1.06
clickbench_q24/duckdb:duckdb 64113612 63499811 1.01
clickbench_q25/duckdb:duckdb 150253734 148816771 1.01
clickbench_q26/duckdb:duckdb 63650636 64412907 0.99
clickbench_q27/duckdb:duckdb 420364814 416727954 1.01
clickbench_q28/duckdb:duckdb 4399019930 4411716119 1.00
clickbench_q29/duckdb:duckdb 51968962 51812098 1.00
clickbench_q30/duckdb:duckdb 276482827 279955398 0.99
clickbench_q31/duckdb:duckdb 365772123 363414552 1.01
clickbench_q32/duckdb:duckdb 1121890847 1105975414 1.01
clickbench_q33/duckdb:duckdb 1145299452 1123392282 1.02
clickbench_q34/duckdb:duckdb 1203650743 1208957679 1.00
clickbench_q35/duckdb:duckdb 305198151 298258044 1.02
clickbench_q36/duckdb:duckdb 🚨 59840108 51843205 1.15
clickbench_q37/duckdb:duckdb 29896296 30261456 0.99
clickbench_q38/duckdb:duckdb 35428350 34877250 1.02
clickbench_q39/duckdb:duckdb 96725792 93426940 1.04
clickbench_q40/duckdb:duckdb 28932859 29257592 0.99
clickbench_q41/duckdb:duckdb 28257327 28361268 1.00
clickbench_q42/duckdb:duckdb 31004689 31490307 0.98
File Size Changes (1 files changed, -0.0% overall, 0↑ 1↓)
File Scale Format Base HEAD Change %
duckdb.db 1.0 vortex-compact 268.00 KB 0 B 268.00 KB -100.0%

Totals:

  • vortex-compact: 7.11 GB → 7.11 GB (-0.0%)
  • vortex-file-compressed: 11.04 GB → 11.04 GB (0.0%)

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: Appian on NVME 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.2%
Engines: DataFusion No clear signal (-0.2%, environment too noisy confidence) · DuckDB No clear signal (+0.1%, low confidence)
Vortex (geomean): 1.037x ➖
Parquet (geomean): 1.037x ➖
Shifts: Parquet (control) +3.7% · 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-file-compressed (1.072x ➖, 0↑ 3↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
appian_q01/datafusion:vortex-file-compressed 🚨 153092361 127784269 1.20
appian_q02/datafusion:vortex-file-compressed 🚨 707936089 587399413 1.21
appian_q03/datafusion:vortex-file-compressed 🚨 397691203 346710206 1.15
appian_q04/datafusion:vortex-file-compressed 47229217850 44921729133 1.05
appian_q05/datafusion:vortex-file-compressed 250000269 248814848 1.00
appian_q06/datafusion:vortex-file-compressed 332263277 327523797 1.01
appian_q07/datafusion:vortex-file-compressed 410485433 412822820 0.99
appian_q08/datafusion:vortex-file-compressed 1913747622 1933638221 0.99
datafusion / parquet (1.074x ➖, 0↑ 4↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
appian_q01/datafusion:parquet 125047406 135106925 0.93
appian_q02/datafusion:parquet 606904062 604654788 1.00
appian_q03/datafusion:parquet 326580187 330488356 0.99
appian_q04/datafusion:parquet 45005929138 44946817580 1.00
appian_q05/datafusion:parquet 🚨 327762375 274260920 1.20
appian_q06/datafusion:parquet 🚨 426174652 355333485 1.20
appian_q07/datafusion:parquet 🚨 514723993 448854090 1.15
appian_q08/datafusion:parquet 🚨 2280923832 1941696159 1.17
duckdb / vortex-file-compressed (1.002x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
appian_q01/duckdb:vortex-file-compressed 186538340 183256142 1.02
appian_q02/duckdb:vortex-file-compressed 601669870 596934401 1.01
appian_q03/duckdb:vortex-file-compressed 256777332 257742826 1.00
appian_q04/duckdb:vortex-file-compressed 1319298473 1316146573 1.00
appian_q05/duckdb:vortex-file-compressed 283402053 285167849 0.99
appian_q06/duckdb:vortex-file-compressed 811507973 809067701 1.00
appian_q07/duckdb:vortex-file-compressed 348228874 348810813 1.00
appian_q08/duckdb:vortex-file-compressed 1276365716 1276173840 1.00
duckdb / parquet (1.000x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
appian_q01/duckdb:parquet 204633290 205328881 1.00
appian_q02/duckdb:parquet 606449901 611690605 0.99
appian_q03/duckdb:parquet 289018218 283735042 1.02
appian_q04/duckdb:parquet 1320485218 1325841589 1.00
appian_q05/duckdb:parquet 308586218 309689228 1.00
appian_q06/duckdb:parquet 794710222 793469930 1.00
appian_q07/duckdb:parquet 363025473 362836020 1.00
appian_q08/duckdb:parquet 1274899647 1275103406 1.00
duckdb / duckdb (1.000x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
appian_q01/duckdb:duckdb 171280112 171414773 1.00
appian_q02/duckdb:duckdb 549503911 551143152 1.00
appian_q03/duckdb:duckdb 381955568 388814160 0.98
appian_q04/duckdb:duckdb 1305755798 1304621908 1.00
appian_q05/duckdb:duckdb 284018280 281651615 1.01
appian_q06/duckdb:duckdb 790461157 779323228 1.01
appian_q07/duckdb:duckdb 323943004 324860950 1.00
appian_q08/duckdb:duckdb 1223570933 1217869042 1.00
File Size Changes (1 files changed, -0.0% overall, 0↑ 1↓)
File Scale Format Base HEAD Change %
duckdb.db 1.0 vortex-compact 268.00 KB 0 B 268.00 KB -100.0%

Totals:

  • vortex-compact: 271.91 MB → 271.65 MB (-0.1%)
  • vortex-file-compressed: 479.69 MB → 479.69 MB (0.0%)

@github-actions

github-actions Bot commented Jul 24, 2026 •
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Benchmarks: TPC-H SF=10 on S3 📖

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -7.3%
Engines: DataFusion No clear signal (-9.1%, environment too noisy confidence) · DuckDB No clear signal (-5.5%, environment too noisy confidence)
Vortex (geomean): 0.967x ➖
Parquet (geomean): 1.043x ➖
Shifts: Parquet (control) +4.3% · Median polish -1.9%

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 (0.979x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 719952260 728789972 0.99
tpch_q02/datafusion:vortex-file-compressed 728826601 778723713 0.94
tpch_q03/datafusion:vortex-file-compressed 789331902 921923091 0.86
tpch_q04/datafusion:vortex-file-compressed 435144467 429994465 1.01
tpch_q05/datafusion:vortex-file-compressed 833307674 845616899 0.99
tpch_q06/datafusion:vortex-file-compressed 541733792 586438169 0.92
tpch_q07/datafusion:vortex-file-compressed 832368069 936063158 0.89
tpch_q08/datafusion:vortex-file-compressed 1102019042 1097417402 1.00
tpch_q09/datafusion:vortex-file-compressed 1132121998 1199305909 0.94
tpch_q10/datafusion:vortex-file-compressed 835393852 862719021 0.97
tpch_q11/datafusion:vortex-file-compressed 448939082 512743735 0.88
tpch_q12/datafusion:vortex-file-compressed 936469016 879793453 1.06
tpch_q13/datafusion:vortex-file-compressed 415337842 417988637 0.99
tpch_q14/datafusion:vortex-file-compressed 584690536 583561189 1.00
tpch_q15/datafusion:vortex-file-compressed 887657519 1047392650 0.85
tpch_q16/datafusion:vortex-file-compressed 396357313 446990553 0.89
tpch_q17/datafusion:vortex-file-compressed 1182667257 1162653484 1.02
tpch_q18/datafusion:vortex-file-compressed 1174421461 1187914306 0.99
tpch_q19/datafusion:vortex-file-compressed 854145014 799177010 1.07
tpch_q20/datafusion:vortex-file-compressed 796924181 765904518 1.04
tpch_q21/datafusion:vortex-file-compressed 1415323922 1347362774 1.05
tpch_q22/datafusion:vortex-file-compressed 418712863 324767009 1.29
datafusion / vortex-compact (0.932x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:vortex-compact 753405448 797399502 0.94
tpch_q02/datafusion:vortex-compact 708620237 699276475 1.01
tpch_q03/datafusion:vortex-compact 686215482 865563591 0.79
tpch_q04/datafusion:vortex-compact 398395617 518015877 0.77
tpch_q05/datafusion:vortex-compact 802350103 864050826 0.93
tpch_q06/datafusion:vortex-compact 515393070 564766255 0.91
tpch_q07/datafusion:vortex-compact 858753670 907055590 0.95
tpch_q08/datafusion:vortex-compact 1095970509 1162344495 0.94
tpch_q09/datafusion:vortex-compact 1116514729 1190790096 0.94
tpch_q10/datafusion:vortex-compact 856872526 899581728 0.95
tpch_q11/datafusion:vortex-compact 429590144 586441199 0.73
tpch_q12/datafusion:vortex-compact 665283932 658284710 1.01
tpch_q13/datafusion:vortex-compact 361751655 378709731 0.96
tpch_q14/datafusion:vortex-compact 464755139 450327562 1.03
tpch_q15/datafusion:vortex-compact 873200124 905093957 0.96
tpch_q16/datafusion:vortex-compact 422513592 427505198 0.99
tpch_q17/datafusion:vortex-compact 1072044459 1136481869 0.94
tpch_q18/datafusion:vortex-compact 1074624485 1135837996 0.95
tpch_q19/datafusion:vortex-compact 906026126 946792689 0.96
tpch_q20/datafusion:vortex-compact 789152121 809431011 0.97
tpch_q21/datafusion:vortex-compact 1262399288 1288088294 0.98
tpch_q22/datafusion:vortex-compact 323830674 341073865 0.95
datafusion / parquet (1.051x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/datafusion:parquet 841451895 874450256 0.96
tpch_q02/datafusion:parquet 776495804 718551660 1.08
tpch_q03/datafusion:parquet 878463757 884523703 0.99
tpch_q04/datafusion:parquet 443069098 480208516 0.92
tpch_q05/datafusion:parquet 1228496828 1051255724 1.17
tpch_q06/datafusion:parquet 577694929 512243235 1.13
tpch_q07/datafusion:parquet 1418925591 1277504350 1.11
tpch_q08/datafusion:parquet 1610924288 1532691336 1.05
tpch_q09/datafusion:parquet 1761844172 1789137274 0.98
tpch_q10/datafusion:parquet 2460269846 2071682993 1.19
tpch_q11/datafusion:parquet 624859075 518113566 1.21
tpch_q12/datafusion:parquet 741710490 672104898 1.10
tpch_q13/datafusion:parquet 835171380 696148700 1.20
tpch_q14/datafusion:parquet 761538928 751743759 1.01
tpch_q15/datafusion:parquet 1229831550 1241586290 0.99
tpch_q16/datafusion:parquet 336294633 397678864 0.85
tpch_q17/datafusion:parquet 1343839831 1430741948 0.94
tpch_q18/datafusion:parquet 1479363626 1564093520 0.95
tpch_q19/datafusion:parquet 1001948587 930252987 1.08
tpch_q20/datafusion:parquet 1329381981 1038111127 1.28
tpch_q21/datafusion:parquet 1795053240 1684177396 1.07
tpch_q22/datafusion:parquet 641015673 649954014 0.99
duckdb / vortex-file-compressed (0.971x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 601175217 614897990 0.98
tpch_q02/duckdb:vortex-file-compressed 1136811997 1105278399 1.03
tpch_q03/duckdb:vortex-file-compressed 874413429 807856182 1.08
tpch_q04/duckdb:vortex-file-compressed 626360679 640755085 0.98
tpch_q05/duckdb:vortex-file-compressed 1102348147 1131459904 0.97
tpch_q06/duckdb:vortex-file-compressed 561757338 610197945 0.92
tpch_q07/duckdb:vortex-file-compressed 1089318335 1155627517 0.94
tpch_q08/duckdb:vortex-file-compressed 1361032775 1460102629 0.93
tpch_q09/duckdb:vortex-file-compressed 1565381438 1746958925 0.90
tpch_q10/duckdb:vortex-file-compressed 1254509570 1296180718 0.97
tpch_q11/duckdb:vortex-file-compressed 634658040 574171843 1.11
tpch_q12/duckdb:vortex-file-compressed 1213829163 1205266110 1.01
tpch_q13/duckdb:vortex-file-compressed 757822889 758538604 1.00
tpch_q14/duckdb:vortex-file-compressed 608436822 671063246 0.91
tpch_q15/duckdb:vortex-file-compressed 556517247 544197503 1.02
tpch_q16/duckdb:vortex-file-compressed 471603868 515139040 0.92
tpch_q17/duckdb:vortex-file-compressed 936723836 1028151994 0.91
tpch_q18/duckdb:vortex-file-compressed 881508547 879770008 1.00
tpch_q19/duckdb:vortex-file-compressed 741488637 815497243 0.91
tpch_q20/duckdb:vortex-file-compressed 1201260039 1308655036 0.92
tpch_q21/duckdb:vortex-file-compressed 1761151783 1935630544 0.91
tpch_q22/duckdb:vortex-file-compressed 401958835 361750431 1.11
duckdb / vortex-compact (0.985x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:vortex-compact 620865758 652250304 0.95
tpch_q02/duckdb:vortex-compact 1153942210 1055689919 1.09
tpch_q03/duckdb:vortex-compact 795342799 819512120 0.97
tpch_q04/duckdb:vortex-compact 571212382 603642554 0.95
tpch_q05/duckdb:vortex-compact 1088107061 1132052265 0.96
tpch_q06/duckdb:vortex-compact 527373482 527940053 1.00
tpch_q07/duckdb:vortex-compact 1145556236 1148076289 1.00
tpch_q08/duckdb:vortex-compact 1443124061 1433276847 1.01
tpch_q09/duckdb:vortex-compact 1575770343 1516348880 1.04
tpch_q10/duckdb:vortex-compact 1213238698 1280944945 0.95
tpch_q11/duckdb:vortex-compact 637841187 641401176 0.99
tpch_q12/duckdb:vortex-compact 1077923571 1076131727 1.00
tpch_q13/duckdb:vortex-compact 732369481 764621641 0.96
tpch_q14/duckdb:vortex-compact 630096170 680801640 0.93
tpch_q15/duckdb:vortex-compact 523774331 572429895 0.92
tpch_q16/duckdb:vortex-compact 413245818 428933091 0.96
tpch_q17/duckdb:vortex-compact 852090448 962343139 0.89
tpch_q18/duckdb:vortex-compact 947205620 831004116 1.14
tpch_q19/duckdb:vortex-compact 752391934 726296243 1.04
tpch_q20/duckdb:vortex-compact 1115652705 1168902894 0.95
tpch_q21/duckdb:vortex-compact 1741712577 1812864084 0.96
tpch_q22/duckdb:vortex-compact 417164466 391609311 1.07
duckdb / parquet (1.035x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
tpch_q01/duckdb:parquet 886248565 752158000 1.18
tpch_q02/duckdb:parquet 1272617212 1213218544 1.05
tpch_q03/duckdb:parquet 1544768933 1478800405 1.04
tpch_q04/duckdb:parquet 916995313 844259325 1.09
tpch_q05/duckdb:parquet 1744015297 1714799520 1.02
tpch_q06/duckdb:parquet 861723819 717772984 1.20
tpch_q07/duckdb:parquet 1670250024 1621353751 1.03
tpch_q08/duckdb:parquet 2153729459 2076873460 1.04
tpch_q09/duckdb:parquet 2360311514 2347133106 1.01
tpch_q10/duckdb:parquet 2867643784 2874991934 1.00
tpch_q11/duckdb:parquet 840183027 839979627 1.00
tpch_q12/duckdb:parquet 1089910448 1038769817 1.05
tpch_q13/duckdb:parquet 1122931108 1205119953 0.93
tpch_q14/duckdb:parquet 1133615905 1125433403 1.01
tpch_q15/duckdb:parquet 785530648 841512786 0.93
tpch_q16/duckdb:parquet 848079640 820099175 1.03
tpch_q17/duckdb:parquet 1208235968 1208772401 1.00
tpch_q18/duckdb:parquet 1335288591 1252992273 1.07
tpch_q19/duckdb:parquet 1356033552 1373251077 0.99
tpch_q20/duckdb:parquet 1768300959 1737155837 1.02
tpch_q21/duckdb:parquet 1754281296 1616001245 1.09
tpch_q22/duckdb:parquet 1020587511 974291473 1.05

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github-actions Bot commented Jul 24, 2026 •
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Benchmarks: Compression 📖

Vortex (geomean): 0.999x ➖
Parquet (geomean): 0.995x ➖

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.
unknown / unknown (0.994x ➖, 0↑ 0↓)
name PR f2f44e8 (ns) base 1e6102b (ns) ratio (PR/base)
compress time/Arade 1081080891 1108292343 0.98
compress time/Bimbo 5628672725 5757984793 0.98
compress time/CMSprovider 2655998552 2693035368 0.99
compress time/Euro2016 414690610 425976645 0.97
compress time/Food 370473206 358794294 1.03
compress time/HashTags 846866339 845827140 1.00
compress time/TPC-H l_comment canonical 1195073427 1205913165 0.99
compress time/TPC-H l_comment chunked 1203679910 1206536371 1.00
compress time/taxi 569240638 579521435 0.98
compress time/wide table cols=100 chunks=1 rows=1000 12003501 11785883 1.02
compress time/wide table cols=100 chunks=50 rows=1000 12295914 12999163 0.95
compress time/wide table cols=1000 chunks=1 rows=1000 133026234 138034143 0.96
compress time/wide table cols=1000 chunks=50 rows=1000 138125937 137766522 1.00
compress time/wide table cols=10000 chunks=1 rows=1000 1548799565 1569264680 0.99
compress time/wide table cols=10000 chunks=50 rows=1000 1502503468 1576401947 0.95
decompress time/Arade 26533710 26280016 1.01
decompress time/Bimbo 92255857 93184557 0.99
decompress time/CMSprovider 79320864 76563208 1.04
decompress time/Euro2016 20516397 20628020 0.99
decompress time/Food 8300951 8243325 1.01
decompress time/HashTags 92764017 96825387 0.96
decompress time/TPC-H l_comment canonical 41623445 41642876 1.00
decompress time/TPC-H l_comment chunked 43492286 43766562 0.99
decompress time/taxi 15706597 16542095 0.95
decompress time/wide table cols=100 chunks=1 rows=1000 2538549 2632079 0.96
decompress time/wide table cols=100 chunks=50 rows=1000 2504902 2747654 0.91
decompress time/wide table cols=1000 chunks=1 rows=1000 23440416 23830379 0.98
decompress time/wide table cols=1000 chunks=50 rows=1000 23606964 22704944 1.04
decompress time/wide table cols=10000 chunks=1 rows=1000 241022028 246152648 0.98
decompress time/wide table cols=10000 chunks=50 rows=1000 261463964 260884265 1.00
parquet size/Arade 258014282 258014282 1.00
parquet size/Bimbo 384517292 384517292 1.00
parquet size/CMSprovider 376885545 376885545 1.00
parquet size/Euro2016 122975499 122975499 1.00
parquet size/Food 35699500 35699500 1.00
parquet size/HashTags 133510943 133510943 1.00
parquet size/TPC-H l_comment canonical 158358238 158358238 1.00
parquet size/TPC-H l_comment chunked 158358238 158358238 1.00
parquet size/taxi 55283635 55283635 1.00
parquet size/wide table cols=100 chunks=1 rows=1000 932404 932404 1.00
parquet size/wide table cols=100 chunks=50 rows=1000 932404 932404 1.00
parquet size/wide table cols=1000 chunks=1 rows=1000 9324004 9324004 1.00
parquet size/wide table cols=1000 chunks=50 rows=1000 9324004 9324004 1.00
parquet size/wide table cols=10000 chunks=1 rows=1000 93240004 93240004 1.00
parquet size/wide table cols=10000 chunks=50 rows=1000 93240004 93240004 1.00
parquet_rs-zstd compress time/Arade 2611847593 2628154856 0.99
parquet_rs-zstd compress time/Bimbo 12617583345 12482506158 1.01
parquet_rs-zstd compress time/CMSprovider 6830087642 6896216129 0.99
parquet_rs-zstd compress time/Euro2016 1290558017 1308478668 0.99
parquet_rs-zstd compress time/Food 786954594 798714786 0.99
parquet_rs-zstd compress time/HashTags 2146722799 2174323135 0.99
parquet_rs-zstd compress time/TPC-H l_comment canonical 3161138645 3156998470 1.00
parquet_rs-zstd compress time/TPC-H l_comment chunked 3149971394 3198630034 0.98
parquet_rs-zstd compress time/taxi 1175953823 1187722502 0.99
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 6113904 6200974 0.99
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 6092222 6299211 0.97
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000 73901413 74846123 0.99
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000 74187728 74166873 1.00
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000 766531722 796604642 0.96
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000 762325936 771248748 0.99
parquet_rs-zstd decompress time/Arade 618491741 633834494 0.98
parquet_rs-zstd decompress time/Bimbo 1693631622 1710818280 0.99
parquet_rs-zstd decompress time/CMSprovider 1702155594 1728397510 0.98
parquet_rs-zstd decompress time/Euro2016 372460734 377480386 0.99
parquet_rs-zstd decompress time/Food 196758092 201622179 0.98
parquet_rs-zstd decompress time/HashTags 627684056 646651096 0.97
parquet_rs-zstd decompress time/TPC-H l_comment canonical 589846534 594097962 0.99
parquet_rs-zstd decompress time/TPC-H l_comment chunked 589367959 594546352 0.99
parquet_rs-zstd decompress time/taxi 244384976 248476345 0.98
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000 2817779 2846992 0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000 2821926 2787466 1.01
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000 32049070 32019523 1.00
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000 32663419 32804987 1.00
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000 347533434 346271363 1.00
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000 347501447 344683891 1.01
vortex-file-compressed size/Arade 145358060 145358060 1.00
vortex-file-compressed size/Bimbo 467257556 467257556 1.00
vortex-file-compressed size/CMSprovider 417789356 417789356 1.00
vortex-file-compressed size/Euro2016 162144164 162144164 1.00
vortex-file-compressed size/Food 41977096 41977096 1.00
vortex-file-compressed size/HashTags 184887916 184887972 1.00
vortex-file-compressed size/TPC-H l_comment canonical 172639744 172639744 1.00
vortex-file-compressed size/TPC-H l_comment chunked 172639744 172639744 1.00
vortex-file-compressed size/taxi 52296276 52296276 1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000 932512 932512 1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000 932512 932512 1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000 9309712 9309712 1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000 9309712 9309712 1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000 93117712 93117712 1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000 93117712 93117712 1.00
vortex:parquet-zstd ratio compress time/Arade 0 0 0.98
vortex:parquet-zstd ratio compress time/Bimbo 0 0 0.97
vortex:parquet-zstd ratio compress time/CMSprovider 0 0 1.00
vortex:parquet-zstd ratio compress time/Euro2016 0 0 0.99
vortex:parquet-zstd ratio compress time/Food 0 0 1.05
vortex:parquet-zstd ratio compress time/HashTags 0 0 1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical 0 0 0.99
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked 0 0 1.01
vortex:parquet-zstd ratio compress time/taxi 0 0 0.99
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 1 1 1.03
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000 2 2 0.98
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000 1 1 0.98
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000 1 1 1.00
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000 2 1 1.03
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000 1 2 0.96
vortex:parquet-zstd ratio decompress time/Arade 0 0 1.03
vortex:parquet-zstd ratio decompress time/Bimbo 0 0 1.00
vortex:parquet-zstd ratio decompress time/CMSprovider 0 0 1.05
vortex:parquet-zstd ratio decompress time/Euro2016 0 0 1.01
vortex:parquet-zstd ratio decompress time/Food 0 0 1.03
vortex:parquet-zstd ratio decompress time/HashTags 0 0 0.99
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical 0 0 1.01
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked 0 0 1.00
vortex:parquet-zstd ratio decompress time/taxi 0 0 0.97
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000 0 0 0.97
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000 0 0 0.90
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000 0 0 0.98
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000 0 0 1.04
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000 0 0 0.98
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000 0 0 0.99
vortex:parquet-zstd size/Arade 0 0 1.00
vortex:parquet-zstd size/Bimbo 1 1 1.00
vortex:parquet-zstd size/CMSprovider 1 1 1.00
vortex:parquet-zstd size/Euro2016 1 1 1.00
vortex:parquet-zstd size/Food 1 1 1.00
vortex:parquet-zstd size/HashTags 1 1 1.00
vortex:parquet-zstd size/TPC-H l_comment canonical 1 1 1.00
vortex:parquet-zstd size/TPC-H l_comment chunked 1 1 1.00
vortex:parquet-zstd size/taxi 0 0 1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000 1 1 1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000 1 1 1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000 0 0 1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000 0 0 1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000 0 0 1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000 0 0 1.00

@joseph-isaacs
joseph-isaacs marked this pull request as ready for review July 24, 2026 12:31
@joseph-isaacs
joseph-isaacs requested a review from robert3005 July 24, 2026 12:32
@joseph-isaacs

joseph-isaacs commented Jul 24, 2026

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@codex can you review this pr, lookinng for any behaviour changes other than using auto gen slots

@chatgpt-codex-connector

chatgpt-codex-connector Bot commented Jul 24, 2026

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Codex Review: Didn't find any major issues. Keep them coming!

Reviewed commit: e200135ec8

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@joseph-isaacs joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Jul 24, 2026
@github-actions github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label Jul 24, 2026
@robert3005
robert3005 merged commit 468c5f1 into develop Jul 24, 2026
100 of 101 checks passed
@robert3005
robert3005 deleted the claude/array-slots-macro-migration-btzeou branch July 24, 2026 14:39
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