perf: align buffer to `Alignment::DEFAULT_ALIGNMENT = = Alignment::new(256)` by joseph-isaacs · Pull Request #8490 · vortex-data/vortex

joseph-isaacs · 2026-06-18T10:47:30Z

Default alignment of new buffer to 256

github-actions · 2026-06-18T10:55:55Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`9b72179`		1	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	`070c3cd`		1	Explore Profiling Data
🟢 Done	`794fc4c`		1	Explore Profiling Data

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github-actions · 2026-06-18T10:56:16Z

Benchmarks: Compression

Vortex (geomean): 1.005x ➖
Parquet (geomean): 1.065x ➖

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 (1.088x ➖, 3↑ 63↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
compress time/Arade	1208899321	1102805679	1.10
compress time/Bimbo 🚨	6251643076	5594811999	1.12
compress time/CMSprovider 🚨	3151443611	2780641365	1.13
compress time/Euro2016 🚨	540791508	476930955	1.13
compress time/Food 🚨	459663471	382622039	1.20
compress time/HashTags 🚨	996871393	870103942	1.15
compress time/TPC-H l_comment canonical 🚨	1339042788	1211147235	1.11
compress time/TPC-H l_comment chunked 🚨	1354431471	1214778046	1.11
compress time/taxi	725767966	664979913	1.09
compress time/wide table cols=100 chunks=1 rows=1000 🚨	15216761	12473680	1.22
compress time/wide table cols=100 chunks=50 rows=1000 🚨	14592406	11461652	1.27
compress time/wide table cols=1000 chunks=1 rows=1000 🚨	153809367	132347875	1.16
compress time/wide table cols=1000 chunks=50 rows=1000 🚨	169170008	130961439	1.29
compress time/wide table cols=10000 chunks=1 rows=1000 🚨	1784581513	1516958114	1.18
compress time/wide table cols=10000 chunks=50 rows=1000 🚨	1817099135	1511194790	1.20
decompress time/Arade 🚨	34543210	26374825	1.31
decompress time/Bimbo 🚨	102360286	81287971	1.26
decompress time/CMSprovider 🚨	101904402	76985391	1.32
decompress time/Euro2016 🚨	23321675	19151254	1.22
decompress time/Food 🚨	10283383	8218812	1.25
decompress time/HashTags 🚨	112151384	93169391	1.20
decompress time/TPC-H l_comment canonical 🚨	49917104	42268366	1.18
decompress time/TPC-H l_comment chunked 🚨	50596240	40978865	1.23
decompress time/taxi 🚨	18680419	15142509	1.23
decompress time/wide table cols=100 chunks=1 rows=1000 🚨	2752073	2216582	1.24
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	3308821	2506657	1.32
decompress time/wide table cols=1000 chunks=1 rows=1000 🚨	25020802	21096127	1.19
decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	27366612	22222122	1.23
decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	330002190	245213678	1.35
decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	308066384	237674015	1.30
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 🚨	3030700757	2641749389	1.15
parquet_rs-zstd compress time/Bimbo 🚨	14460884966	12629594281	1.14
parquet_rs-zstd compress time/CMSprovider 🚨	8498041956	6964556315	1.22
parquet_rs-zstd compress time/Euro2016 🚨	1526769337	1331801883	1.15
parquet_rs-zstd compress time/Food 🚨	896246375	798766096	1.12
parquet_rs-zstd compress time/HashTags 🚨	2671561622	2197788909	1.22
parquet_rs-zstd compress time/TPC-H l_comment canonical 🚨	3616039235	3210142556	1.13
parquet_rs-zstd compress time/TPC-H l_comment chunked 🚨	3640942520	3205953070	1.14
parquet_rs-zstd compress time/taxi 🚨	1364906864	1199031530	1.14
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚨	9184888	6071225	1.51
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚨	9367373	6100968	1.54
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000 🚨	89184574	74649030	1.19
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000 🚨	90222330	75138362	1.20
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000 🚨	890421441	788868271	1.13
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000 🚨	915978940	786229750	1.17
parquet_rs-zstd decompress time/Arade 🚨	682794911	618312327	1.10
parquet_rs-zstd decompress time/Bimbo	1807524092	1696437610	1.07
parquet_rs-zstd decompress time/CMSprovider 🚨	2135611904	1707382514	1.25
parquet_rs-zstd decompress time/Euro2016 🚨	439062711	378739890	1.16
parquet_rs-zstd decompress time/Food 🚨	231539607	196366296	1.18
parquet_rs-zstd decompress time/HashTags 🚨	857684846	640100747	1.34
parquet_rs-zstd decompress time/TPC-H l_comment canonical 🚨	679572321	594177235	1.14
parquet_rs-zstd decompress time/TPC-H l_comment chunked 🚨	659780803	590937021	1.12
parquet_rs-zstd decompress time/taxi 🚨	270121235	245562159	1.10
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000 🚨	3839149	2803078	1.37
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000 🚨	3940835	2804829	1.41
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000 🚨	37584427	32118707	1.17
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	39538492	32971309	1.20
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	395443713	346772152	1.14
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	392964365	349150352	1.13
vortex-file-compressed size/Arade	145359060	145359060	1.00
vortex-file-compressed size/Bimbo	467259636	467259636	1.00
vortex-file-compressed size/CMSprovider	417786676	417783476	1.00
vortex-file-compressed size/Euro2016	157185948	156897132	1.00
vortex-file-compressed size/Food	41977344	41977344	1.00
vortex-file-compressed size/HashTags	184524484	184569972	1.00
vortex-file-compressed size/TPC-H l_comment canonical	172197384	171719040	1.00
vortex-file-compressed size/TPC-H l_comment chunked	172069336	172093808	1.00
vortex-file-compressed size/taxi	52299180	52299180	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930912	930912	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930912	930912	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293712	9293712	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293712	9293712	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957712	92957712	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957712	92957712	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	0.96
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.98
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.93
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.99
vortex:parquet-zstd ratio compress time/Food	0	0	1.07
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.94
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	0.98
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.98
vortex:parquet-zstd ratio compress time/taxi	0	0	0.96
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚀	1	2	0.81
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000 🚀	1	1	0.83
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.97
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.08
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	2	1	1.04
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.03
vortex:parquet-zstd ratio decompress time/Arade 🚨	0	0	1.19
vortex:parquet-zstd ratio decompress time/Bimbo 🚨	0	0	1.18
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.06
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.05
vortex:parquet-zstd ratio decompress time/Food	0	0	1.06
vortex:parquet-zstd ratio decompress time/HashTags 🚀	0	0	0.90
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.03
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked 🚨	0	0	1.11
vortex:parquet-zstd ratio decompress time/taxi 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	0.91
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	0.94
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	0	0	1.18
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	0	0	1.15
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	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	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

codspeed-hq · 2026-06-18T10:56:36Z

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.

⚡ 14 improved benchmarks
❌ 3 regressed benchmarks
✅ 1564 untouched benchmarks

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
❌	Simulation	`varbinview_large`	130.8 µs	393.6 µs	-66.76%
❌	Simulation	`from_iter_bit_buffer[128]`	4.4 µs	5.1 µs	-14.1%
❌	Simulation	`chunked_varbinview_canonical_into[(100, 100)]`	223.8 µs	259.6 µs	-13.78%
⚡	Simulation	`runend_compress_u32`	4.8 ms	3.8 ms	+24.28%
⚡	Simulation	`chunked_bool_canonical_into[(1000, 10)]`	33 µs	26.9 µs	+22.64%
⚡	Simulation	`chunked_varbinview_opt_canonical_into[(1000, 10)]`	206.7 µs	170.8 µs	+21.02%
⚡	Simulation	`chunked_varbinview_opt_into_canonical[(1000, 10)]`	220.4 µs	183.7 µs	+20%
⚡	Simulation	`bitwise_not_vortex_buffer_mut[2048]`	427.8 ns	369.4 ns	+15.79%
⚡	Simulation	`bitwise_not_vortex_buffer_mut[128]`	244.4 ns	215.3 ns	+13.55%
⚡	Simulation	`map_each[BufferMut<i32>, 128]`	495.3 ns	436.9 ns	+13.35%
⚡	Simulation	`bitwise_not_vortex_buffer_mut[1024]`	304.7 ns	275.6 ns	+10.58%
⚡	Simulation	`encode_varbin[(1000, 512)]`	220.3 µs	199.5 µs	+10.43%
⚡	Simulation	`slice_vortex_buffer[1024]`	929.7 ns	842.2 ns	+10.39%
⚡	Simulation	`slice_vortex_buffer[16384]`	929.7 ns	842.2 ns	+10.39%
⚡	Simulation	`slice_vortex_buffer[2048]`	929.7 ns	842.2 ns	+10.39%
⚡	Simulation	`slice_vortex_buffer[128]`	929.7 ns	842.2 ns	+10.39%
⚡	Simulation	`slice_vortex_buffer[65536]`	929.7 ns	842.2 ns	+10.39%

Tip

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

_{Comparing ji/over-align-buffer-default (bfc91e8) with develop (02e085f)}

github-actions · 2026-06-18T10:57:15Z

Benchmarks: Appian on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Engines: DataFusion No clear signal (+0.3%, low confidence) · DuckDB No clear signal (-0.4%, low confidence)
Vortex (geomean): 0.985x ➖
Parquet (geomean): 0.985x ➖
Shifts: Parquet (control) -1.5% · Median polish -1.5%

How to read Verdict and Engines

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

datafusion / vortex-file-compressed (0.986x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
appian_q01/datafusion:vortex-file-compressed	125739005	132263562	0.95
appian_q02/datafusion:vortex-file-compressed	591350668	599789730	0.99
appian_q03/datafusion:vortex-file-compressed	333512761	347725772	0.96
appian_q04/datafusion:vortex-file-compressed	44479654224	43063522551	1.03
appian_q05/datafusion:vortex-file-compressed	246818778	253968527	0.97
appian_q06/datafusion:vortex-file-compressed	333180970	335950570	0.99
appian_q07/datafusion:vortex-file-compressed	422360934	419859406	1.01
appian_q08/datafusion:vortex-file-compressed	1936623857	1956292666	0.99

datafusion / parquet (0.983x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
appian_q01/datafusion:parquet	127595252	134379472	0.95
appian_q02/datafusion:parquet	600234311	620532250	0.97
appian_q03/datafusion:parquet	334913138	342221687	0.98
appian_q04/datafusion:parquet	44475811526	43198612929	1.03
appian_q05/datafusion:parquet	277764515	284470823	0.98
appian_q06/datafusion:parquet	351703465	359354462	0.98
appian_q07/datafusion:parquet	451071315	447823531	1.01
appian_q08/datafusion:parquet	1926963749	1965788830	0.98

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

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
appian_q01/duckdb:vortex-file-compressed	192830901	197501935	0.98
appian_q02/duckdb:vortex-file-compressed	629144296	635761416	0.99
appian_q03/duckdb:vortex-file-compressed	259159766	267212462	0.97
appian_q04/duckdb:vortex-file-compressed	1316197513	1338346958	0.98
appian_q05/duckdb:vortex-file-compressed	298908577	295396078	1.01
appian_q06/duckdb:vortex-file-compressed	801534877	805740557	0.99
appian_q07/duckdb:vortex-file-compressed	342398325	357018591	0.96
appian_q08/duckdb:vortex-file-compressed	1295678082	1308928445	0.99

duckdb / parquet (0.988x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
appian_q01/duckdb:parquet	205067111	204021884	1.01
appian_q02/duckdb:parquet	603707232	612298713	0.99
appian_q03/duckdb:parquet	291429273	290695881	1.00
appian_q04/duckdb:parquet	1316299501	1334743496	0.99
appian_q05/duckdb:parquet	298701544	316261871	0.94
appian_q06/duckdb:parquet	794510001	798396956	1.00
appian_q07/duckdb:parquet	363423760	368497704	0.99
appian_q08/duckdb:parquet	1273122084	1275446070	1.00

duckdb / duckdb (0.983x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
appian_q01/duckdb:duckdb	171156346	173936603	0.98
appian_q02/duckdb:duckdb	545844539	556422644	0.98
appian_q03/duckdb:duckdb	381249121	394579935	0.97
appian_q04/duckdb:duckdb	1302643913	1313008255	0.99
appian_q05/duckdb:duckdb	283204890	287285410	0.99
appian_q06/duckdb:duckdb	776121861	789612133	0.98
appian_q07/duckdb:duckdb	324272112	330374898	0.98
appian_q08/duckdb:duckdb	1220416049	1232250598	0.99

File Size Changes (3 files changed, -0.0% overall, 1↑ 2↓)

File	Scale	Format	Base	HEAD	Change	%
orderview.vortex	1.0	vortex-file-compressed	76.14 MB	76.14 MB	+1.39 KB	+0.0%
creditcardview.vortex	1.0	vortex-file-compressed	58.33 MB	58.24 MB	94.59 KB	-0.2%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%

Totals:

vortex-compact: 271.96 MB → 271.69 MB (-0.1%)
vortex-file-compressed: 476.51 MB → 476.42 MB (-0.0%)

github-actions · 2026-06-18T10:57:18Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.0%
Engines: DataFusion No clear signal (+8.6%, environment too noisy confidence) · DuckDB No clear signal (-4.1%, environment too noisy confidence)
Vortex (geomean): 0.965x ➖
Parquet (geomean): 0.945x ➖
Shifts: Parquet (control) -5.5% · Median polish -4.0%

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 (0.930x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	761517636	796238040	0.96
tpch_q02/datafusion:vortex-file-compressed	1293353796	1401385756	0.92
tpch_q03/datafusion:vortex-file-compressed	1058892333	1122404127	0.94
tpch_q04/datafusion:vortex-file-compressed	580796168	629666711	0.92
tpch_q05/datafusion:vortex-file-compressed	1155347425	1098042412	1.05
tpch_q06/datafusion:vortex-file-compressed	655343291	729749062	0.90
tpch_q07/datafusion:vortex-file-compressed	985798511	1394071102	0.71
tpch_q08/datafusion:vortex-file-compressed	1443606723	1418086433	1.02
tpch_q09/datafusion:vortex-file-compressed	1279271984	1378577659	0.93
tpch_q10/datafusion:vortex-file-compressed	1227358519	1360594303	0.90
tpch_q11/datafusion:vortex-file-compressed	637211673	629762886	1.01
tpch_q12/datafusion:vortex-file-compressed	878048356	1095815353	0.80
tpch_q13/datafusion:vortex-file-compressed	453432804	508333077	0.89
tpch_q14/datafusion:vortex-file-compressed	682552996	650663667	1.05
tpch_q15/datafusion:vortex-file-compressed	1170503238	1128890772	1.04
tpch_q16/datafusion:vortex-file-compressed	585721049	597763927	0.98
tpch_q17/datafusion:vortex-file-compressed	1186094790	1202644563	0.99
tpch_q18/datafusion:vortex-file-compressed	1219755293	1180150544	1.03
tpch_q19/datafusion:vortex-file-compressed	1042207408	1099441670	0.95
tpch_q20/datafusion:vortex-file-compressed	961343705	1083448170	0.89
tpch_q21/datafusion:vortex-file-compressed	1554718937	1631314801	0.95
tpch_q22/datafusion:vortex-file-compressed	695753023	938454848	0.74

datafusion / vortex-compact (1.010x ➖, 2↑ 4↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	777003654	812022307	0.96
tpch_q02/datafusion:vortex-compact	952266123	1085387961	0.88
tpch_q03/datafusion:vortex-compact	1103640168	1087136971	1.02
tpch_q04/datafusion:vortex-compact 🚀	531594020	827207781	0.64
tpch_q05/datafusion:vortex-compact	1162439881	1384582716	0.84
tpch_q06/datafusion:vortex-compact	729138090	777511945	0.94
tpch_q07/datafusion:vortex-compact	1053306403	1219479761	0.86
tpch_q08/datafusion:vortex-compact	1423088247	1551326404	0.92
tpch_q09/datafusion:vortex-compact	1316111157	1358673117	0.97
tpch_q10/datafusion:vortex-compact	1154758550	1175682550	0.98
tpch_q11/datafusion:vortex-compact	577288792	530114739	1.09
tpch_q12/datafusion:vortex-compact 🚨	1338480871	816626062	1.64
tpch_q13/datafusion:vortex-compact 🚨	885002936	459216002	1.93
tpch_q14/datafusion:vortex-compact 🚨	882970055	582810022	1.52
tpch_q15/datafusion:vortex-compact	1276591627	1228110582	1.04
tpch_q16/datafusion:vortex-compact 🚀	458943991	794876408	0.58
tpch_q17/datafusion:vortex-compact	1248151960	1323742354	0.94
tpch_q18/datafusion:vortex-compact	1135660810	1134492850	1.00
tpch_q19/datafusion:vortex-compact	1098978640	1241760910	0.89
tpch_q20/datafusion:vortex-compact	935087746	1060426015	0.88
tpch_q21/datafusion:vortex-compact	1768050535	1531716803	1.15
tpch_q22/datafusion:vortex-compact 🚨	923056117	648045292	1.42

datafusion / parquet (0.893x ➖, 3↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	922137108	1151247617	0.80
tpch_q02/datafusion:parquet	1044599982	1438029969	0.73
tpch_q03/datafusion:parquet 🚀	1155112970	1835995922	0.63
tpch_q04/datafusion:parquet	632491389	837854549	0.75
tpch_q05/datafusion:parquet	1488004730	1508693220	0.99
tpch_q06/datafusion:parquet	610844847	561152475	1.09
tpch_q07/datafusion:parquet	1610036565	1673007284	0.96
tpch_q08/datafusion:parquet	2118388926	2290057854	0.93
tpch_q09/datafusion:parquet	2249692508	2058310665	1.09
tpch_q10/datafusion:parquet	3228039202	2635001367	1.23
tpch_q11/datafusion:parquet	889352882	1011731460	0.88
tpch_q12/datafusion:parquet	722788692	894332420	0.81
tpch_q13/datafusion:parquet	721907591	930138957	0.78
tpch_q14/datafusion:parquet	964437185	1027751481	0.94
tpch_q15/datafusion:parquet 🚀	1322851702	1909545767	0.69
tpch_q16/datafusion:parquet 🚀	543856268	898130096	0.61
tpch_q17/datafusion:parquet	1529862947	1705509975	0.90
tpch_q18/datafusion:parquet	1855760371	1801653084	1.03
tpch_q19/datafusion:parquet	1078968793	1095821931	0.98
tpch_q20/datafusion:parquet	1789135530	2042672701	0.88
tpch_q21/datafusion:parquet	2474581412	2011377010	1.23
tpch_q22/datafusion:parquet	1400350915	1278307085	1.10

duckdb / vortex-file-compressed (0.956x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	712301190	711821751	1.00
tpch_q02/duckdb:vortex-file-compressed	1531439039	1357338755	1.13
tpch_q03/duckdb:vortex-file-compressed	991399675	1138115918	0.87
tpch_q04/duckdb:vortex-file-compressed	805823864	820023721	0.98
tpch_q05/duckdb:vortex-file-compressed	1498895397	1354605678	1.11
tpch_q06/duckdb:vortex-file-compressed	629176601	655054714	0.96
tpch_q07/duckdb:vortex-file-compressed	1459731002	1285642115	1.14
tpch_q08/duckdb:vortex-file-compressed	1580660822	1940961052	0.81
tpch_q09/duckdb:vortex-file-compressed	1887698648	2122040844	0.89
tpch_q10/duckdb:vortex-file-compressed	1309956348	1791500264	0.73
tpch_q11/duckdb:vortex-file-compressed	744399910	719825729	1.03
tpch_q12/duckdb:vortex-file-compressed	1299636380	1323314091	0.98
tpch_q13/duckdb:vortex-file-compressed	824720730	899508318	0.92
tpch_q14/duckdb:vortex-file-compressed	777900699	734528328	1.06
tpch_q15/duckdb:vortex-file-compressed	601991551	583458329	1.03
tpch_q16/duckdb:vortex-file-compressed	577852421	609547039	0.95
tpch_q17/duckdb:vortex-file-compressed	1052349725	1190074971	0.88
tpch_q18/duckdb:vortex-file-compressed	935342843	1103962102	0.85
tpch_q19/duckdb:vortex-file-compressed	821896708	853925030	0.96
tpch_q20/duckdb:vortex-file-compressed	1212054779	1336558550	0.91
tpch_q21/duckdb:vortex-file-compressed	2002603859	2044988868	0.98
tpch_q22/duckdb:vortex-file-compressed	493726324	511377419	0.97

duckdb / vortex-compact (0.965x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	621778088	651282136	0.95
tpch_q02/duckdb:vortex-compact	1267948073	1362296979	0.93
tpch_q03/duckdb:vortex-compact	974324313	1096170241	0.89
tpch_q04/duckdb:vortex-compact	673132613	629390068	1.07
tpch_q05/duckdb:vortex-compact	1171030744	1373427769	0.85
tpch_q06/duckdb:vortex-compact	557516352	573180830	0.97
tpch_q07/duckdb:vortex-compact	1260868944	1357596346	0.93
tpch_q08/duckdb:vortex-compact	1579906987	1688717416	0.94
tpch_q09/duckdb:vortex-compact	1722985378	1764609639	0.98
tpch_q10/duckdb:vortex-compact	1232038731	1579196379	0.78
tpch_q11/duckdb:vortex-compact	733592070	819303188	0.90
tpch_q12/duckdb:vortex-compact	1142381557	1202430242	0.95
tpch_q13/duckdb:vortex-compact	920936664	868467714	1.06
tpch_q14/duckdb:vortex-compact	700930991	757493283	0.93
tpch_q15/duckdb:vortex-compact	593572339	608817905	0.97
tpch_q16/duckdb:vortex-compact	451031901	459320045	0.98
tpch_q17/duckdb:vortex-compact	1084831420	978321683	1.11
tpch_q18/duckdb:vortex-compact	1075616639	968701991	1.11
tpch_q19/duckdb:vortex-compact	789391243	842677763	0.94
tpch_q20/duckdb:vortex-compact	1309691813	1274128321	1.03
tpch_q21/duckdb:vortex-compact	1950168582	2082720128	0.94
tpch_q22/duckdb:vortex-compact	490787588	439493236	1.12

duckdb / parquet (1.001x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	1030307827	1100003640	0.94
tpch_q02/duckdb:parquet	1617726402	1530596803	1.06
tpch_q03/duckdb:parquet	2130679999	2302547640	0.93
tpch_q04/duckdb:parquet	1159501698	1266935052	0.92
tpch_q05/duckdb:parquet	2715877130	2250639909	1.21
tpch_q06/duckdb:parquet	1196525381	973292201	1.23
tpch_q07/duckdb:parquet	2205436579	2336388455	0.94
tpch_q08/duckdb:parquet	2874788889	2732093910	1.05
tpch_q09/duckdb:parquet	3248075375	2922111507	1.11
tpch_q10/duckdb:parquet	3610859457	3713300894	0.97
tpch_q11/duckdb:parquet	1082183844	1154476829	0.94
tpch_q12/duckdb:parquet	1640141273	1509305987	1.09
tpch_q13/duckdb:parquet	1585754417	1341752948	1.18
tpch_q14/duckdb:parquet	1485856507	1606485815	0.92
tpch_q15/duckdb:parquet	1234790136	1144876886	1.08
tpch_q16/duckdb:parquet	1022462051	1050102379	0.97
tpch_q17/duckdb:parquet	1506613900	1753654816	0.86
tpch_q18/duckdb:parquet	1889437660	1706982375	1.11
tpch_q19/duckdb:parquet	1758104042	2073163066	0.85
tpch_q20/duckdb:parquet	2253315578	2207483870	1.02
tpch_q21/duckdb:parquet	1931327653	2287977800	0.84
tpch_q22/duckdb:parquet	1104362545	1166585192	0.95

github-actions · 2026-06-18T10:57:18Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +7.6%
Engines: DataFusion No clear signal (+13.5%, environment too noisy confidence) · DuckDB No clear signal (+2.1%, environment too noisy confidence)
Vortex (geomean): 0.958x ➖
Parquet (geomean): 0.890x ➖
Shifts: Parquet (control) -11.0% · Median polish -4.1%

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 (0.998x ➖, 1↑ 4↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	416916941	313530483	1.33
tpch_q02/datafusion:vortex-file-compressed	669033164	560378317	1.19
tpch_q03/datafusion:vortex-file-compressed 🚨	778906771	559301213	1.39
tpch_q04/datafusion:vortex-file-compressed 🚨	389948482	283103210	1.38
tpch_q05/datafusion:vortex-file-compressed	651539260	584244816	1.12
tpch_q06/datafusion:vortex-file-compressed	547622024	446517555	1.23
tpch_q07/datafusion:vortex-file-compressed	778791934	698963927	1.11
tpch_q08/datafusion:vortex-file-compressed 🚨	945179168	697201867	1.36
tpch_q09/datafusion:vortex-file-compressed	605575059	532627781	1.14
tpch_q10/datafusion:vortex-file-compressed	696284710	674978491	1.03
tpch_q11/datafusion:vortex-file-compressed	417651268	323188476	1.29
tpch_q12/datafusion:vortex-file-compressed	496912390	494820036	1.00
tpch_q13/datafusion:vortex-file-compressed	221365954	258367570	0.86
tpch_q14/datafusion:vortex-file-compressed	330503273	381239257	0.87
tpch_q15/datafusion:vortex-file-compressed	576303518	748510621	0.77
tpch_q16/datafusion:vortex-file-compressed	255648287	274777693	0.93
tpch_q17/datafusion:vortex-file-compressed	393232852	506984450	0.78
tpch_q18/datafusion:vortex-file-compressed	338215826	472770147	0.72
tpch_q19/datafusion:vortex-file-compressed	577428099	819226779	0.70
tpch_q20/datafusion:vortex-file-compressed	484482937	641205111	0.76
tpch_q21/datafusion:vortex-file-compressed	584921690	634064115	0.92
tpch_q22/datafusion:vortex-file-compressed 🚀	199302227	290782090	0.69

datafusion / vortex-compact (0.850x ➖, 2↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	321771405	303343818	1.06
tpch_q02/datafusion:vortex-compact	473596015	520613858	0.91
tpch_q03/datafusion:vortex-compact	560382185	538651046	1.04
tpch_q04/datafusion:vortex-compact	235781264	304337796	0.77
tpch_q05/datafusion:vortex-compact	657593970	680961946	0.97
tpch_q06/datafusion:vortex-compact	401932222	447615665	0.90
tpch_q07/datafusion:vortex-compact	660357986	668300819	0.99
tpch_q08/datafusion:vortex-compact	700483703	913566193	0.77
tpch_q09/datafusion:vortex-compact	660343576	767871703	0.86
tpch_q10/datafusion:vortex-compact	558727946	620450404	0.90
tpch_q11/datafusion:vortex-compact	381181170	401600969	0.95
tpch_q12/datafusion:vortex-compact	405282854	494491386	0.82
tpch_q13/datafusion:vortex-compact	240973935	229232686	1.05
tpch_q14/datafusion:vortex-compact 🚀	250370254	361630724	0.69
tpch_q15/datafusion:vortex-compact	492395611	566668781	0.87
tpch_q16/datafusion:vortex-compact	230778557	279589308	0.83
tpch_q17/datafusion:vortex-compact	436776567	589638192	0.74
tpch_q18/datafusion:vortex-compact	339107029	479241207	0.71
tpch_q19/datafusion:vortex-compact	699921076	950595602	0.74
tpch_q20/datafusion:vortex-compact	574599507	623896340	0.92
tpch_q21/datafusion:vortex-compact	583247419	791066005	0.74
tpch_q22/datafusion:vortex-compact 🚀	255705662	388886873	0.66

datafusion / parquet (0.811x ➖, 10↑ 2↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	298406393	229531235	1.30
tpch_q02/datafusion:parquet	564359781	435153216	1.30
tpch_q03/datafusion:parquet	379523963	418435919	0.91
tpch_q04/datafusion:parquet	211177216	204336746	1.03
tpch_q05/datafusion:parquet	574262144	525161130	1.09
tpch_q06/datafusion:parquet 🚨	273719857	180554291	1.52
tpch_q07/datafusion:parquet	623064481	627320567	0.99
tpch_q08/datafusion:parquet	804179450	1041157879	0.77
tpch_q09/datafusion:parquet	518066696	489218581	1.06
tpch_q10/datafusion:parquet 🚀	519486128	885465329	0.59
tpch_q11/datafusion:parquet 🚀	392969465	624533302	0.63
tpch_q12/datafusion:parquet 🚀	294706072	540637694	0.55
tpch_q13/datafusion:parquet 🚀	429570822	615296089	0.70
tpch_q14/datafusion:parquet 🚀	252489454	383743783	0.66
tpch_q15/datafusion:parquet 🚀	334383485	654641658	0.51
tpch_q16/datafusion:parquet 🚀	185426449	368919462	0.50
tpch_q17/datafusion:parquet 🚀	442759047	758803526	0.58
tpch_q18/datafusion:parquet 🚀	464856244	768215801	0.61
tpch_q19/datafusion:parquet	443468690	530102525	0.84
tpch_q20/datafusion:parquet	461314776	447743787	1.03
tpch_q21/datafusion:parquet	784836875	770930565	1.02
tpch_q22/datafusion:parquet 🚀	201445787	317693800	0.63

duckdb / vortex-file-compressed (0.958x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	419979054	415269312	1.01
tpch_q02/duckdb:vortex-file-compressed	1205176672	1133642065	1.06
tpch_q03/duckdb:vortex-file-compressed	734109290	835652411	0.88
tpch_q04/duckdb:vortex-file-compressed	451936911	450145495	1.00
tpch_q05/duckdb:vortex-file-compressed	915847814	1102184352	0.83
tpch_q06/duckdb:vortex-file-compressed	454083441	503984592	0.90
tpch_q07/duckdb:vortex-file-compressed	1108734750	1071247410	1.03
tpch_q08/duckdb:vortex-file-compressed	1062476753	1291799439	0.82
tpch_q09/duckdb:vortex-file-compressed	1057636152	976962466	1.08
tpch_q10/duckdb:vortex-file-compressed	808330331	914192315	0.88
tpch_q11/duckdb:vortex-file-compressed	562135444	544930254	1.03
tpch_q12/duckdb:vortex-file-compressed	731466453	780132447	0.94
tpch_q13/duckdb:vortex-file-compressed	486309760	583459322	0.83
tpch_q14/duckdb:vortex-file-compressed	494500176	461421798	1.07
tpch_q15/duckdb:vortex-file-compressed	319636047	411546536	0.78
tpch_q16/duckdb:vortex-file-compressed	363426655	418242997	0.87
tpch_q17/duckdb:vortex-file-compressed	876067013	815595871	1.07
tpch_q18/duckdb:vortex-file-compressed	569707904	627479312	0.91
tpch_q19/duckdb:vortex-file-compressed	566110931	628210989	0.90
tpch_q20/duckdb:vortex-file-compressed	999363563	859808324	1.16
tpch_q21/duckdb:vortex-file-compressed	1233198879	1321519066	0.93
tpch_q22/duckdb:vortex-file-compressed	358478936	294146033	1.22

duckdb / vortex-compact (1.035x ➖, 0↑ 3↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	362644814	397900099	0.91
tpch_q02/duckdb:vortex-compact	1188565315	1123991939	1.06
tpch_q03/duckdb:vortex-compact	686382403	748835368	0.92
tpch_q04/duckdb:vortex-compact	456655873	490188349	0.93
tpch_q05/duckdb:vortex-compact	990894322	839847022	1.18
tpch_q06/duckdb:vortex-compact 🚨	521540051	378296029	1.38
tpch_q07/duckdb:vortex-compact	1146570737	1091363970	1.05
tpch_q08/duckdb:vortex-compact	1050650566	1165494927	0.90
tpch_q09/duckdb:vortex-compact	1236535844	1031965733	1.20
tpch_q10/duckdb:vortex-compact	1046761475	888715393	1.18
tpch_q11/duckdb:vortex-compact	550714806	589701831	0.93
tpch_q12/duckdb:vortex-compact	775492010	685690235	1.13
tpch_q13/duckdb:vortex-compact 🚨	520975933	384809210	1.35
tpch_q14/duckdb:vortex-compact 🚨	499958555	359626467	1.39
tpch_q15/duckdb:vortex-compact	358853219	348116358	1.03
tpch_q16/duckdb:vortex-compact	339100368	357768371	0.95
tpch_q17/duckdb:vortex-compact	714609155	859826654	0.83
tpch_q18/duckdb:vortex-compact	558075218	695335242	0.80
tpch_q19/duckdb:vortex-compact	545428961	539988711	1.01
tpch_q20/duckdb:vortex-compact	820692137	888873261	0.92
tpch_q21/duckdb:vortex-compact	1157166684	1178555063	0.98
tpch_q22/duckdb:vortex-compact	323658557	321036184	1.01

duckdb / parquet (0.976x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	632410735	547000292	1.16
tpch_q02/duckdb:parquet	1139762073	1458866671	0.78
tpch_q03/duckdb:parquet	1332331258	1119349046	1.19
tpch_q04/duckdb:parquet	814901432	797509727	1.02
tpch_q05/duckdb:parquet	1580702053	1646475180	0.96
tpch_q06/duckdb:parquet	540442358	549647606	0.98
tpch_q07/duckdb:parquet	1578034571	1436036902	1.10
tpch_q08/duckdb:parquet	1626345361	1723317224	0.94
tpch_q09/duckdb:parquet	1494183739	1822303202	0.82
tpch_q10/duckdb:parquet	1566560118	1613991517	0.97
tpch_q11/duckdb:parquet	804680091	880393697	0.91
tpch_q12/duckdb:parquet	660807449	866064161	0.76
tpch_q13/duckdb:parquet	1061964415	984829941	1.08
tpch_q14/duckdb:parquet	751868989	917536989	0.82
tpch_q15/duckdb:parquet	758372785	730053250	1.04
tpch_q16/duckdb:parquet	764686604	731308678	1.05
tpch_q17/duckdb:parquet	906676250	957268869	0.95
tpch_q18/duckdb:parquet	1027049994	1065726367	0.96
tpch_q19/duckdb:parquet	1020632593	987035038	1.03
tpch_q20/duckdb:parquet	1451285658	1267118397	1.15
tpch_q21/duckdb:parquet	1269709943	1465869737	0.87
tpch_q22/duckdb:parquet	677328074	620378983	1.09

github-actions · 2026-06-18T10:57:19Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (medium confidence)
Attributed Vortex impact: -3.2%
Engines: DataFusion No clear signal (-4.2%, environment too noisy confidence) · DuckDB No clear signal (-2.1%, low confidence)
Vortex (geomean): 1.094x ➖
Parquet (geomean): 1.108x ❌
Shifts: Parquet (control) +10.8% · Median polish +9.3%

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 (1.207x ❌, 0↑ 22↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	469599835	422588611	1.11
tpch_q02/datafusion:vortex-file-compressed 🚨	120387677	102596351	1.17
tpch_q03/datafusion:vortex-file-compressed 🚨	239427318	195175315	1.23
tpch_q04/datafusion:vortex-file-compressed 🚨	116481877	96501165	1.21
tpch_q05/datafusion:vortex-file-compressed 🚨	423502366	337731470	1.25
tpch_q06/datafusion:vortex-file-compressed 🚨	42219356	35294778	1.20
tpch_q07/datafusion:vortex-file-compressed 🚨	579202906	453290370	1.28
tpch_q08/datafusion:vortex-file-compressed 🚨	438047130	342435475	1.28
tpch_q09/datafusion:vortex-file-compressed 🚨	728034491	592320778	1.23
tpch_q10/datafusion:vortex-file-compressed 🚨	275203989	224313747	1.23
tpch_q11/datafusion:vortex-file-compressed 🚨	93100202	78315170	1.19
tpch_q12/datafusion:vortex-file-compressed 🚨	135016582	107660052	1.25
tpch_q13/datafusion:vortex-file-compressed 🚨	246612118	199076691	1.24
tpch_q14/datafusion:vortex-file-compressed 🚨	55518999	48033207	1.16
tpch_q15/datafusion:vortex-file-compressed 🚨	112453385	93896906	1.20
tpch_q16/datafusion:vortex-file-compressed 🚨	87670521	74538614	1.18
tpch_q17/datafusion:vortex-file-compressed 🚨	709889634	577515973	1.23
tpch_q18/datafusion:vortex-file-compressed 🚨	1015843492	819468194	1.24
tpch_q19/datafusion:vortex-file-compressed 🚨	73331471	62555140	1.17
tpch_q20/datafusion:vortex-file-compressed 🚨	184322310	158146263	1.17
tpch_q21/datafusion:vortex-file-compressed 🚨	740958844	603285911	1.23
tpch_q22/datafusion:vortex-file-compressed 🚨	62119506	53997504	1.15

datafusion / vortex-compact (1.150x ❌, 0↑ 20↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	502516289	455101413	1.10
tpch_q02/datafusion:vortex-compact 🚨	120366795	105636256	1.14
tpch_q03/datafusion:vortex-compact 🚨	232228959	197305107	1.18
tpch_q04/datafusion:vortex-compact 🚨	128726610	108561757	1.19
tpch_q05/datafusion:vortex-compact 🚨	409489199	343401693	1.19
tpch_q06/datafusion:vortex-compact 🚨	67263960	58565907	1.15
tpch_q07/datafusion:vortex-compact 🚨	555872498	469513858	1.18
tpch_q08/datafusion:vortex-compact 🚨	408519900	349019382	1.17
tpch_q09/datafusion:vortex-compact 🚨	706498257	591156101	1.20
tpch_q10/datafusion:vortex-compact 🚨	274351502	241646389	1.14
tpch_q11/datafusion:vortex-compact 🚨	90287732	80336912	1.12
tpch_q12/datafusion:vortex-compact 🚨	175262215	151360929	1.16
tpch_q13/datafusion:vortex-compact 🚨	282713764	245451128	1.15
tpch_q14/datafusion:vortex-compact 🚨	75043295	64878104	1.16
tpch_q15/datafusion:vortex-compact 🚨	173162060	149588091	1.16
tpch_q16/datafusion:vortex-compact 🚨	88404966	79739218	1.11
tpch_q17/datafusion:vortex-compact 🚨	685960109	581400340	1.18
tpch_q18/datafusion:vortex-compact 🚨	971706385	829064962	1.17
tpch_q19/datafusion:vortex-compact	220778384	204081369	1.08
tpch_q20/datafusion:vortex-compact 🚨	208525521	178693103	1.17
tpch_q21/datafusion:vortex-compact 🚨	730169341	623380266	1.17
tpch_q22/datafusion:vortex-compact	66324561	62555299	1.06

datafusion / parquet (1.187x ❌, 0↑ 19↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	562421101	481007429	1.17
tpch_q02/datafusion:parquet 🚨	198523568	174646587	1.14
tpch_q03/datafusion:parquet 🚨	307336166	264277205	1.16
tpch_q04/datafusion:parquet 🚨	140586232	116808432	1.20
tpch_q05/datafusion:parquet 🚨	489969338	394132257	1.24
tpch_q06/datafusion:parquet 🚨	152154062	125685675	1.21
tpch_q07/datafusion:parquet 🚨	698982187	567797516	1.23
tpch_q08/datafusion:parquet 🚨	557518326	455353665	1.22
tpch_q09/datafusion:parquet 🚨	893172102	725435725	1.23
tpch_q10/datafusion:parquet 🚨	702223630	575925036	1.22
tpch_q11/datafusion:parquet 🚨	150480328	121329091	1.24
tpch_q12/datafusion:parquet 🚨	239245261	212442684	1.13
tpch_q13/datafusion:parquet	384517671	352936801	1.09
tpch_q14/datafusion:parquet 🚨	177527844	153399339	1.16
tpch_q15/datafusion:parquet 🚨	316499837	255402110	1.24
tpch_q16/datafusion:parquet	135070144	125075424	1.08
tpch_q17/datafusion:parquet 🚨	835730900	674974898	1.24
tpch_q18/datafusion:parquet 🚨	1069118607	877423261	1.22
tpch_q19/datafusion:parquet 🚨	332583537	283678957	1.17
tpch_q20/datafusion:parquet 🚨	352517838	297136524	1.19
tpch_q21/datafusion:parquet 🚨	826279376	641890216	1.29
tpch_q22/datafusion:parquet	224815083	209723057	1.07

datafusion / arrow (1.057x ➖, 4↑ 12↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	693299480	902399341	0.77
tpch_q02/datafusion:arrow 🚀	111064201	146396904	0.76
tpch_q03/datafusion:arrow 🚀	505429776	679457902	0.74
tpch_q04/datafusion:arrow 🚀	427793819	500100026	0.86
tpch_q05/datafusion:arrow	902103956	931197700	0.97
tpch_q06/datafusion:arrow	390170766	417020146	0.94
tpch_q07/datafusion:arrow	1383426109	1452319438	0.95
tpch_q08/datafusion:arrow	1155599997	1168599523	0.99
tpch_q09/datafusion:arrow	1278637249	1250971413	1.02
tpch_q10/datafusion:arrow	762684061	765172251	1.00
tpch_q11/datafusion:arrow 🚨	115781532	97953395	1.18
tpch_q12/datafusion:arrow 🚨	1663154308	1448720649	1.15
tpch_q13/datafusion:arrow 🚨	564891901	475715049	1.19
tpch_q14/datafusion:arrow 🚨	446010971	363708633	1.23
tpch_q15/datafusion:arrow 🚨	927174524	758156475	1.22
tpch_q16/datafusion:arrow 🚨	99464427	83107823	1.20
tpch_q17/datafusion:arrow 🚨	1204489995	956080405	1.26
tpch_q18/datafusion:arrow 🚨	2267406378	1847333054	1.23
tpch_q19/datafusion:arrow 🚨	677696835	548182492	1.24
tpch_q20/datafusion:arrow 🚨	644974849	502453250	1.28
tpch_q21/datafusion:arrow 🚨	3626598906	3116945850	1.16
tpch_q22/datafusion:arrow 🚨	103628281	82111662	1.26

duckdb / vortex-file-compressed (1.028x ➖, 0↑ 1↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	174142028	169362399	1.03
tpch_q02/duckdb:vortex-file-compressed	55120943	55204098	1.00
tpch_q03/duckdb:vortex-file-compressed	131791069	124229511	1.06
tpch_q04/duckdb:vortex-file-compressed	171611521	156219452	1.10
tpch_q05/duckdb:vortex-file-compressed	143098202	140578916	1.02
tpch_q06/duckdb:vortex-file-compressed 🚨	36081658	31885993	1.13
tpch_q07/duckdb:vortex-file-compressed	140735880	133606290	1.05
tpch_q08/duckdb:vortex-file-compressed	177557141	174142839	1.02
tpch_q09/duckdb:vortex-file-compressed	411134848	401048593	1.03
tpch_q10/duckdb:vortex-file-compressed	199635955	194134262	1.03
tpch_q11/duckdb:vortex-file-compressed	32673820	33361654	0.98
tpch_q12/duckdb:vortex-file-compressed	106089787	104425295	1.02
tpch_q13/duckdb:vortex-file-compressed	278752573	274204438	1.02
tpch_q14/duckdb:vortex-file-compressed	53341373	53226042	1.00
tpch_q15/duckdb:vortex-file-compressed	89503176	87763410	1.02
tpch_q16/duckdb:vortex-file-compressed	79080087	77106004	1.03
tpch_q17/duckdb:vortex-file-compressed	94726112	93604470	1.01
tpch_q18/duckdb:vortex-file-compressed	295290202	294987059	1.00
tpch_q19/duckdb:vortex-file-compressed	79959341	78749061	1.02
tpch_q20/duckdb:vortex-file-compressed	143431016	143353149	1.00
tpch_q21/duckdb:vortex-file-compressed	502904894	490636497	1.03
tpch_q22/duckdb:vortex-file-compressed	66360341	63378231	1.05

duckdb / vortex-compact (1.005x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	231303919	230776597	1.00
tpch_q02/duckdb:vortex-compact	58187241	61412310	0.95
tpch_q03/duckdb:vortex-compact	137877646	135769208	1.02
tpch_q04/duckdb:vortex-compact	174542507	170944175	1.02
tpch_q05/duckdb:vortex-compact	164982916	164243145	1.00
tpch_q06/duckdb:vortex-compact	56977495	54614033	1.04
tpch_q07/duckdb:vortex-compact	173362298	172249018	1.01
tpch_q08/duckdb:vortex-compact	189018486	196711447	0.96
tpch_q09/duckdb:vortex-compact	431698945	425343146	1.01
tpch_q10/duckdb:vortex-compact	221234471	220891186	1.00
tpch_q11/duckdb:vortex-compact	39523377	38942050	1.01
tpch_q12/duckdb:vortex-compact	162958658	164172236	0.99
tpch_q13/duckdb:vortex-compact	325854610	324119624	1.01
tpch_q14/duckdb:vortex-compact	72561622	72498799	1.00
tpch_q15/duckdb:vortex-compact	115523075	113514935	1.02
tpch_q16/duckdb:vortex-compact	81570621	79304413	1.03
tpch_q17/duckdb:vortex-compact	109103079	107882708	1.01
tpch_q18/duckdb:vortex-compact	293674274	286305151	1.03
tpch_q19/duckdb:vortex-compact	97067097	96253674	1.01
tpch_q20/duckdb:vortex-compact	176681406	178283713	0.99
tpch_q21/duckdb:vortex-compact	521620595	523219704	1.00
tpch_q22/duckdb:vortex-compact	71618779	71729526	1.00

duckdb / parquet (1.035x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	275918873	264081633	1.04
tpch_q02/duckdb:parquet	97481564	105633341	0.92
tpch_q03/duckdb:parquet	221503146	209758321	1.06
tpch_q04/duckdb:parquet	142899306	136153703	1.05
tpch_q05/duckdb:parquet	241976231	223158388	1.08
tpch_q06/duckdb:parquet	76960344	73809928	1.04
tpch_q07/duckdb:parquet	196221812	186180380	1.05
tpch_q08/duckdb:parquet	279939018	263193381	1.06
tpch_q09/duckdb:parquet	509019725	471648511	1.08
tpch_q10/duckdb:parquet	643336285	626540223	1.03
tpch_q11/duckdb:parquet	65691612	67020171	0.98
tpch_q12/duckdb:parquet	137799483	130179031	1.06
tpch_q13/duckdb:parquet	440629339	445022074	0.99
tpch_q14/duckdb:parquet	187777450	179100681	1.05
tpch_q15/duckdb:parquet	107308463	104678841	1.03
tpch_q16/duckdb:parquet	172436467	160205434	1.08
tpch_q17/duckdb:parquet	184899256	180401050	1.02
tpch_q18/duckdb:parquet	376578050	361465657	1.04
tpch_q19/duckdb:parquet	291129958	285961887	1.02
tpch_q20/duckdb:parquet	236332808	232261769	1.02
tpch_q21/duckdb:parquet	592942748	556625664	1.07
tpch_q22/duckdb:parquet	298294756	294974552	1.01

duckdb / duckdb (1.008x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	120802424	120948963	1.00
tpch_q02/duckdb:duckdb	51838897	49104561	1.06
tpch_q03/duckdb:duckdb	105224510	104019815	1.01
tpch_q04/duckdb:duckdb	141098156	138676068	1.02
tpch_q05/duckdb:duckdb	119814952	119806688	1.00
tpch_q06/duckdb:duckdb	44815247	44734694	1.00
tpch_q07/duckdb:duckdb	91522633	90645851	1.01
tpch_q08/duckdb:duckdb	119647063	119776084	1.00
tpch_q09/duckdb:duckdb	282494927	280885687	1.01
tpch_q10/duckdb:duckdb	218061345	213482920	1.02
tpch_q11/duckdb:duckdb	19487278	19623850	0.99
tpch_q12/duckdb:duckdb	90339134	90159055	1.00
tpch_q13/duckdb:duckdb	234100453	228923599	1.02
tpch_q14/duckdb:duckdb	78552530	77951222	1.01
tpch_q15/duckdb:duckdb	82873354	82400635	1.01
tpch_q16/duckdb:duckdb	77134793	75477211	1.02
tpch_q17/duckdb:duckdb	88426067	88065918	1.00
tpch_q18/duckdb:duckdb	233361882	232850124	1.00
tpch_q19/duckdb:duckdb	123884594	123850076	1.00
tpch_q20/duckdb:duckdb	117698526	117953377	1.00
tpch_q21/duckdb:duckdb	301314616	305708603	0.99
tpch_q22/duckdb:duckdb	69301467	68823695	1.01

File Size Changes (26 files changed, +0.0% overall, 12↑ 14↓)

File	Scale	Format	Base	HEAD	Change	%
part_0.vortex	10.0	vortex-compact	16.87 MB	17.02 MB	+149.47 KB	+0.9%
partsupp_1.vortex	10.0	vortex-compact	104.96 MB	105.36 MB	+407.22 KB	+0.4%
lineitem_11.vortex	10.0	vortex-file-compressed	129.07 MB	129.43 MB	+374.55 KB	+0.3%
orders_1.vortex	10.0	vortex-file-compressed	134.50 MB	134.86 MB	+377.65 KB	+0.3%
partsupp_0.vortex	10.0	vortex-compact	105.09 MB	105.37 MB	+281.39 KB	+0.3%
lineitem_0.vortex	10.0	vortex-file-compressed	129.34 MB	129.62 MB	+285.68 KB	+0.2%
lineitem_1.vortex	10.0	vortex-file-compressed	129.18 MB	129.34 MB	+161.86 KB	+0.1%
orders_2.vortex	10.0	vortex-file-compressed	134.27 MB	134.42 MB	+147.38 KB	+0.1%
lineitem_8.vortex	10.0	vortex-file-compressed	129.12 MB	129.19 MB	+74.33 KB	+0.1%
lineitem_3.vortex	10.0	vortex-file-compressed	129.44 MB	129.51 MB	+69.24 KB	+0.1%
partsupp_0.vortex	10.0	vortex-file-compressed	119.74 MB	119.79 MB	+47.71 KB	+0.0%
lineitem_5.vortex	10.0	vortex-file-compressed	129.56 MB	129.61 MB	+45.26 KB	+0.0%
partsupp_1.vortex	10.0	vortex-file-compressed	119.72 MB	119.70 MB	19.69 KB	-0.0%
lineitem_6.vortex	10.0	vortex-file-compressed	129.40 MB	129.38 MB	24.59 KB	-0.0%
lineitem_4.vortex	10.0	vortex-file-compressed	129.47 MB	129.45 MB	28.07 KB	-0.0%
lineitem_7.vortex	10.0	vortex-file-compressed	129.27 MB	129.24 MB	29.47 KB	-0.0%
customer_0.vortex	10.0	vortex-file-compressed	88.59 MB	88.57 MB	21.58 KB	-0.0%
lineitem_12.vortex	10.0	vortex-file-compressed	129.51 MB	129.45 MB	61.98 KB	-0.0%
lineitem_10.vortex	10.0	vortex-file-compressed	129.55 MB	129.46 MB	96.62 KB	-0.1%
lineitem_2.vortex	10.0	vortex-file-compressed	129.52 MB	129.40 MB	126.00 KB	-0.1%
lineitem_9.vortex	10.0	vortex-file-compressed	129.37 MB	129.18 MB	195.97 KB	-0.1%
orders_0.vortex	10.0	vortex-file-compressed	133.36 MB	133.12 MB	250.49 KB	-0.2%
supplier_0.vortex	10.0	vortex-file-compressed	5.76 MB	5.73 MB	33.89 KB	-0.6%
part_0.vortex	10.0	vortex-file-compressed	24.90 MB	24.65 MB	259.16 KB	-1.0%
part_1.vortex	10.0	vortex-compact	17.17 MB	16.96 MB	214.16 KB	-1.2%
part_1.vortex	10.0	vortex-file-compressed	24.60 MB	23.85 MB	765.36 KB	-3.0%

Totals:

vortex-compact: 1.93 GB → 1.93 GB (+0.0%)
vortex-file-compressed: 2.41 GB → 2.41 GB (-0.0%)

github-actions · 2026-06-18T10:57:28Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Engines: DataFusion No clear signal (-0.5%, low confidence) · DuckDB No clear signal (-0.5%, low confidence)
Vortex (geomean): 0.989x ➖
Parquet (geomean): 1.001x ➖
Shifts: Parquet (control) +0.1% · Median polish -0.3%

How to read Verdict and Engines

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

datafusion / vortex-file-compressed (0.983x ➖, 3↑ 1↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	24547436	25289801	0.97
tpcds_q02/datafusion:vortex-file-compressed	47299080	49518071	0.96
tpcds_q03/datafusion:vortex-file-compressed	15074932	14738658	1.02
tpcds_q04/datafusion:vortex-file-compressed	247484465	255341409	0.97
tpcds_q05/datafusion:vortex-file-compressed	42953636	44251279	0.97
tpcds_q06/datafusion:vortex-file-compressed	22557471	23241027	0.97
tpcds_q07/datafusion:vortex-file-compressed	38721630	40143932	0.96
tpcds_q08/datafusion:vortex-file-compressed	29340080	29553112	0.99
tpcds_q09/datafusion:vortex-file-compressed	30467853	32005282	0.95
tpcds_q10/datafusion:vortex-file-compressed	39112376	38594946	1.01
tpcds_q11/datafusion:vortex-file-compressed	129061653	127983262	1.01
tpcds_q12/datafusion:vortex-file-compressed	17761225	19258814	0.92
tpcds_q13/datafusion:vortex-file-compressed	38164931	41566772	0.92
tpcds_q14/datafusion:vortex-file-compressed	162737913	163621998	0.99
tpcds_q15/datafusion:vortex-file-compressed	27821762	26458456	1.05
tpcds_q16/datafusion:vortex-file-compressed	25645146	24859697	1.03
tpcds_q17/datafusion:vortex-file-compressed	61210792	61273795	1.00
tpcds_q18/datafusion:vortex-file-compressed	62640929	63301679	0.99
tpcds_q19/datafusion:vortex-file-compressed	21367552	22404506	0.95
tpcds_q20/datafusion:vortex-file-compressed	20033790	20417657	0.98
tpcds_q21/datafusion:vortex-file-compressed	36765948	35594585	1.03
tpcds_q22/datafusion:vortex-file-compressed	129942121	125700272	1.03
tpcds_q23/datafusion:vortex-file-compressed	154390216	154501519	1.00
tpcds_q24/datafusion:vortex-file-compressed	82771115	81589821	1.01
tpcds_q25/datafusion:vortex-file-compressed	63146665	67483808	0.94
tpcds_q26/datafusion:vortex-file-compressed	32868128	33342193	0.99
tpcds_q27/datafusion:vortex-file-compressed	89154763	91220205	0.98
tpcds_q28/datafusion:vortex-file-compressed	28631010	28688467	1.00
tpcds_q29/datafusion:vortex-file-compressed	60236758	61862577	0.97
tpcds_q30/datafusion:vortex-file-compressed	24057668	23406562	1.03
tpcds_q31/datafusion:vortex-file-compressed	72518668	72722536	1.00
tpcds_q32/datafusion:vortex-file-compressed	18203255	18590995	0.98
tpcds_q33/datafusion:vortex-file-compressed	30052448	29970438	1.00
tpcds_q34/datafusion:vortex-file-compressed	24482197	25658055	0.95
tpcds_q35/datafusion:vortex-file-compressed	44029181	44030026	1.00
tpcds_q36/datafusion:vortex-file-compressed	58132153	59966215	0.97
tpcds_q37/datafusion:vortex-file-compressed	20020370	20869381	0.96
tpcds_q38/datafusion:vortex-file-compressed	43462194	41299002	1.05
tpcds_q39/datafusion:vortex-file-compressed	102519271	106210314	0.97
tpcds_q40/datafusion:vortex-file-compressed	29943672	31618067	0.95
tpcds_q41/datafusion:vortex-file-compressed 🚀	15183703	20050912	0.76
tpcds_q42/datafusion:vortex-file-compressed	13629756	13451248	1.01
tpcds_q43/datafusion:vortex-file-compressed	18514590	18203009	1.02
tpcds_q44/datafusion:vortex-file-compressed	28816531	30020380	0.96
tpcds_q45/datafusion:vortex-file-compressed	26405385	27713268	0.95
tpcds_q46/datafusion:vortex-file-compressed	34203610	35846319	0.95
tpcds_q47/datafusion:vortex-file-compressed	133379398	133268638	1.00
tpcds_q48/datafusion:vortex-file-compressed	32416248	34043513	0.95
tpcds_q49/datafusion:vortex-file-compressed	58384003	58846352	0.99
tpcds_q50/datafusion:vortex-file-compressed	38406173	38483993	1.00
tpcds_q51/datafusion:vortex-file-compressed	89563443	87003271	1.03
tpcds_q52/datafusion:vortex-file-compressed	13902620	13614774	1.02
tpcds_q53/datafusion:vortex-file-compressed	21983784	21757203	1.01
tpcds_q54/datafusion:vortex-file-compressed	32554243	33794581	0.96
tpcds_q55/datafusion:vortex-file-compressed	13060344	13602195	0.96
tpcds_q56/datafusion:vortex-file-compressed	28978387	29835283	0.97
tpcds_q57/datafusion:vortex-file-compressed	105718640	107955431	0.98
tpcds_q58/datafusion:vortex-file-compressed	57080652	56672570	1.01
tpcds_q59/datafusion:vortex-file-compressed	58587721	57804180	1.01
tpcds_q60/datafusion:vortex-file-compressed	29795926	28705989	1.04
tpcds_q61/datafusion:vortex-file-compressed	39704685	41552275	0.96
tpcds_q62/datafusion:vortex-file-compressed 🚨	26879804	21908652	1.23
tpcds_q63/datafusion:vortex-file-compressed	22143203	21959877	1.01
tpcds_q64/datafusion:vortex-file-compressed	367987664	379422949	0.97
tpcds_q65/datafusion:vortex-file-compressed	51522036	51052306	1.01
tpcds_q66/datafusion:vortex-file-compressed	74224475	73228586	1.01
tpcds_q67/datafusion:vortex-file-compressed	155688601	153444450	1.01
tpcds_q68/datafusion:vortex-file-compressed	32879071	34904779	0.94
tpcds_q69/datafusion:vortex-file-compressed	35187580	37242963	0.94
tpcds_q70/datafusion:vortex-file-compressed	92872115	96797588	0.96
tpcds_q71/datafusion:vortex-file-compressed	22426452	23636729	0.95
tpcds_q72/datafusion:vortex-file-compressed	2108038700	2113752917	1.00
tpcds_q73/datafusion:vortex-file-compressed	24094274	24377848	0.99
tpcds_q74/datafusion:vortex-file-compressed	79920349	83036879	0.96
tpcds_q75/datafusion:vortex-file-compressed	109339953	110979883	0.99
tpcds_q76/datafusion:vortex-file-compressed	26424538	27387643	0.96
tpcds_q77/datafusion:vortex-file-compressed 🚀	35295876	39358645	0.90
tpcds_q78/datafusion:vortex-file-compressed	112225609	119159144	0.94
tpcds_q79/datafusion:vortex-file-compressed	30023901	29353611	1.02
tpcds_q80/datafusion:vortex-file-compressed	85667695	90056045	0.95
tpcds_q81/datafusion:vortex-file-compressed	24875242	24676121	1.01
tpcds_q82/datafusion:vortex-file-compressed	21277456	20990524	1.01
tpcds_q83/datafusion:vortex-file-compressed	35873443	35850984	1.00
tpcds_q84/datafusion:vortex-file-compressed	12875417	12946566	0.99
tpcds_q85/datafusion:vortex-file-compressed	82513341	87790411	0.94
tpcds_q86/datafusion:vortex-file-compressed	16103151	15465767	1.04
tpcds_q87/datafusion:vortex-file-compressed	42052058	43592493	0.96
tpcds_q88/datafusion:vortex-file-compressed	54703561	55202009	0.99
tpcds_q89/datafusion:vortex-file-compressed	24750308	26526683	0.93
tpcds_q90/datafusion:vortex-file-compressed	14540108	13718165	1.06
tpcds_q91/datafusion:vortex-file-compressed	17603810	18243659	0.96
tpcds_q92/datafusion:vortex-file-compressed	15655532	16596561	0.94
tpcds_q93/datafusion:vortex-file-compressed	33027369	31709031	1.04
tpcds_q94/datafusion:vortex-file-compressed	21075196	21311362	0.99
tpcds_q95/datafusion:vortex-file-compressed	57398412	59256819	0.97
tpcds_q96/datafusion:vortex-file-compressed	13179748	13202459	1.00
tpcds_q97/datafusion:vortex-file-compressed	29575175	29032750	1.02
tpcds_q98/datafusion:vortex-file-compressed	23867272	25659979	0.93
tpcds_q99/datafusion:vortex-file-compressed 🚀	27927546	31212564	0.89

datafusion / vortex-compact (0.991x ➖, 1↑ 3↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	25815226	26649044	0.97
tpcds_q02/datafusion:vortex-compact	54114079	53353665	1.01
tpcds_q03/datafusion:vortex-compact	19119352	19992430	0.96
tpcds_q04/datafusion:vortex-compact	288203733	301993297	0.95
tpcds_q05/datafusion:vortex-compact	46531004	46520650	1.00
tpcds_q06/datafusion:vortex-compact	26067408	26097825	1.00
tpcds_q07/datafusion:vortex-compact	53583862	53470903	1.00
tpcds_q08/datafusion:vortex-compact	36320434	37016768	0.98
tpcds_q09/datafusion:vortex-compact	43529963	44125506	0.99
tpcds_q10/datafusion:vortex-compact	48073577	48262379	1.00
tpcds_q11/datafusion:vortex-compact	156382245	153084746	1.02
tpcds_q12/datafusion:vortex-compact	22494912	22113564	1.02
tpcds_q13/datafusion:vortex-compact	119929368	124439385	0.96
tpcds_q14/datafusion:vortex-compact	184515774	185096939	1.00
tpcds_q15/datafusion:vortex-compact	27324135	28199831	0.97
tpcds_q16/datafusion:vortex-compact	28943914	27904362	1.04
tpcds_q17/datafusion:vortex-compact	71309875	72309857	0.99
tpcds_q18/datafusion:vortex-compact	72208319	70445785	1.03
tpcds_q19/datafusion:vortex-compact	29604963	30325110	0.98
tpcds_q20/datafusion:vortex-compact	25235767	25866087	0.98
tpcds_q21/datafusion:vortex-compact	40189362	40087585	1.00
tpcds_q22/datafusion:vortex-compact 🚨	139396395	125021723	1.11
tpcds_q23/datafusion:vortex-compact	169634856	162496396	1.04
tpcds_q24/datafusion:vortex-compact	93916640	94748023	0.99
tpcds_q25/datafusion:vortex-compact	77145726	75806689	1.02
tpcds_q26/datafusion:vortex-compact	44864614	45356058	0.99
tpcds_q27/datafusion:vortex-compact	116631253	119396432	0.98
tpcds_q28/datafusion:vortex-compact	94732815	95363601	0.99
tpcds_q29/datafusion:vortex-compact	72127808	74953018	0.96
tpcds_q30/datafusion:vortex-compact	30073423	27621209	1.09
tpcds_q31/datafusion:vortex-compact	96731843	97620626	0.99
tpcds_q32/datafusion:vortex-compact	24346548	24507835	0.99
tpcds_q33/datafusion:vortex-compact	36661541	36793962	1.00
tpcds_q34/datafusion:vortex-compact	34280360	33682152	1.02
tpcds_q35/datafusion:vortex-compact	51259159	51409136	1.00
tpcds_q36/datafusion:vortex-compact	75608159	74642487	1.01
tpcds_q37/datafusion:vortex-compact	29693996	31992660	0.93
tpcds_q38/datafusion:vortex-compact	50669721	48980635	1.03
tpcds_q39/datafusion:vortex-compact	112690177	116438265	0.97
tpcds_q40/datafusion:vortex-compact	34333631	34506722	0.99
tpcds_q41/datafusion:vortex-compact 🚀	17884470	21571361	0.83
tpcds_q42/datafusion:vortex-compact	17878996	18472601	0.97
tpcds_q43/datafusion:vortex-compact	24483987	24768299	0.99
tpcds_q44/datafusion:vortex-compact	40628350	40250576	1.01
tpcds_q45/datafusion:vortex-compact	30618169	32067431	0.95
tpcds_q46/datafusion:vortex-compact	46243313	45668496	1.01
tpcds_q47/datafusion:vortex-compact	153830916	153712969	1.00
tpcds_q48/datafusion:vortex-compact	79934706	82421371	0.97
tpcds_q49/datafusion:vortex-compact	65563485	70291060	0.93
tpcds_q50/datafusion:vortex-compact	45288151	44824256	1.01
tpcds_q51/datafusion:vortex-compact	94931156	97976840	0.97
tpcds_q52/datafusion:vortex-compact	19189190	18656884	1.03
tpcds_q53/datafusion:vortex-compact	27852136	28471267	0.98
tpcds_q54/datafusion:vortex-compact	40617988	41086768	0.99
tpcds_q55/datafusion:vortex-compact	18001681	18089911	1.00
tpcds_q56/datafusion:vortex-compact	35035703	38204721	0.92
tpcds_q57/datafusion:vortex-compact	113194378	115490899	0.98
tpcds_q58/datafusion:vortex-compact	64993461	62395636	1.04
tpcds_q59/datafusion:vortex-compact	70889061	70549112	1.00
tpcds_q60/datafusion:vortex-compact	36563359	35846990	1.02
tpcds_q61/datafusion:vortex-compact	54048974	53760015	1.01
tpcds_q62/datafusion:vortex-compact 🚨	27270525	23445934	1.16
tpcds_q63/datafusion:vortex-compact	28980346	31086597	0.93
tpcds_q64/datafusion:vortex-compact	423309937	423344729	1.00
tpcds_q65/datafusion:vortex-compact	64532504	65794951	0.98
tpcds_q66/datafusion:vortex-compact	76088767	78705439	0.97
tpcds_q67/datafusion:vortex-compact	158655375	158051319	1.00
tpcds_q68/datafusion:vortex-compact	45858350	45979805	1.00
tpcds_q69/datafusion:vortex-compact	45755421	45992878	0.99
tpcds_q70/datafusion:vortex-compact	105272694	105577351	1.00
tpcds_q71/datafusion:vortex-compact	30377792	30460039	1.00
tpcds_q72/datafusion:vortex-compact	2060349945	2113602615	0.97
tpcds_q73/datafusion:vortex-compact	30182351	30536465	0.99
tpcds_q74/datafusion:vortex-compact	94801411	102386555	0.93
tpcds_q75/datafusion:vortex-compact	126973596	125871770	1.01
tpcds_q76/datafusion:vortex-compact	34622393	34002497	1.02
tpcds_q77/datafusion:vortex-compact	47890365	51095543	0.94
tpcds_q78/datafusion:vortex-compact	128812020	130209567	0.99
tpcds_q79/datafusion:vortex-compact	39385767	40959958	0.96
tpcds_q80/datafusion:vortex-compact	96898795	100576420	0.96
tpcds_q81/datafusion:vortex-compact	28404490	28869735	0.98
tpcds_q82/datafusion:vortex-compact	31085055	32350412	0.96
tpcds_q83/datafusion:vortex-compact	34916377	36174289	0.97
tpcds_q84/datafusion:vortex-compact	13845190	14186586	0.98
tpcds_q85/datafusion:vortex-compact	151924537	166263446	0.91
tpcds_q86/datafusion:vortex-compact	17215413	18896510	0.91
tpcds_q87/datafusion:vortex-compact	49361656	48473371	1.02
tpcds_q88/datafusion:vortex-compact	76175023	75128631	1.01
tpcds_q89/datafusion:vortex-compact	31791386	31221137	1.02
tpcds_q90/datafusion:vortex-compact	14847537	14523136	1.02
tpcds_q91/datafusion:vortex-compact	31775697	32039500	0.99
tpcds_q92/datafusion:vortex-compact	22375356	22946343	0.98
tpcds_q93/datafusion:vortex-compact	36339776	36551356	0.99
tpcds_q94/datafusion:vortex-compact	24108803	24518825	0.98
tpcds_q95/datafusion:vortex-compact	60739884	63617032	0.95
tpcds_q96/datafusion:vortex-compact	17824766	16688577	1.07
tpcds_q97/datafusion:vortex-compact	34241246	34558888	0.99
tpcds_q98/datafusion:vortex-compact	29734598	31101260	0.96
tpcds_q99/datafusion:vortex-compact 🚨	36705308	31232535	1.18

datafusion / parquet (0.992x ➖, 1↑ 3↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	23676039	23200698	1.02
tpcds_q02/datafusion:parquet	42811993	41778048	1.02
tpcds_q03/datafusion:parquet	13000119	14279868	0.91
tpcds_q04/datafusion:parquet	287280622	314660711	0.91
tpcds_q05/datafusion:parquet	46422437	46829549	0.99
tpcds_q06/datafusion:parquet	22609235	22613738	1.00
tpcds_q07/datafusion:parquet	77025594	76095695	1.01
tpcds_q08/datafusion:parquet	29917849	29481771	1.01
tpcds_q09/datafusion:parquet	40958206	38798117	1.06
tpcds_q10/datafusion:parquet	73266977	69121241	1.06
tpcds_q11/datafusion:parquet	154808268	144022421	1.07
tpcds_q12/datafusion:parquet 🚨	18139847	16244209	1.12
tpcds_q13/datafusion:parquet	73184888	74041466	0.99
tpcds_q14/datafusion:parquet	155811962	156976451	0.99
tpcds_q15/datafusion:parquet	21191580	21245522	1.00
tpcds_q16/datafusion:parquet 🚀	28149287	32813805	0.86
tpcds_q17/datafusion:parquet	58846821	65216478	0.90
tpcds_q18/datafusion:parquet	107527574	106987052	1.01
tpcds_q19/datafusion:parquet	22705587	24610542	0.92
tpcds_q20/datafusion:parquet	16430605	17082922	0.96
tpcds_q21/datafusion:parquet	17810094	18688565	0.95
tpcds_q22/datafusion:parquet	156018437	154066189	1.01
tpcds_q23/datafusion:parquet	155492750	149295635	1.04
tpcds_q24/datafusion:parquet	88249657	89528000	0.99
tpcds_q25/datafusion:parquet	60840750	62116241	0.98
tpcds_q26/datafusion:parquet	67694305	63149909	1.07
tpcds_q27/datafusion:parquet	133030061	136280027	0.98
tpcds_q28/datafusion:parquet	44696718	45460157	0.98
tpcds_q29/datafusion:parquet	62813295	63372250	0.99
tpcds_q30/datafusion:parquet	32606923	32410540	1.01
tpcds_q31/datafusion:parquet	64798749	66499728	0.97
tpcds_q32/datafusion:parquet	16423112	16333759	1.01
tpcds_q33/datafusion:parquet	26318551	27427517	0.96
tpcds_q34/datafusion:parquet	21334665	22232759	0.96
tpcds_q35/datafusion:parquet	69977686	70227398	1.00
tpcds_q36/datafusion:parquet	57073387	57658683	0.99
tpcds_q37/datafusion:parquet	20186935	18988633	1.06
tpcds_q38/datafusion:parquet	41797816	42479573	0.98
tpcds_q39/datafusion:parquet	74311647	73961987	1.00
tpcds_q40/datafusion:parquet	22260951	24201692	0.92
tpcds_q41/datafusion:parquet	14285538	14220627	1.00
tpcds_q42/datafusion:parquet	11790344	12269767	0.96
tpcds_q43/datafusion:parquet	17332235	17212774	1.01
tpcds_q44/datafusion:parquet	32349525	34370294	0.94
tpcds_q45/datafusion:parquet	26992156	28059545	0.96
tpcds_q46/datafusion:parquet	31919593	31966892	1.00
tpcds_q47/datafusion:parquet	131090550	130499979	1.00
tpcds_q48/datafusion:parquet	69588162	67832842	1.03
tpcds_q49/datafusion:parquet	55175180	55729242	0.99
tpcds_q50/datafusion:parquet	41692603	43107078	0.97
tpcds_q51/datafusion:parquet	87001887	89254706	0.97
tpcds_q52/datafusion:parquet	12499402	12226667	1.02
tpcds_q53/datafusion:parquet	19085097	17865081	1.07
tpcds_q54/datafusion:parquet	31336965	32166322	0.97
tpcds_q55/datafusion:parquet	11291593	11914335	0.95
tpcds_q56/datafusion:parquet	28318797	28373049	1.00
tpcds_q57/datafusion:parquet	95338147	101336811	0.94
tpcds_q58/datafusion:parquet	55183865	55501421	0.99
tpcds_q59/datafusion:parquet	64573859	62558563	1.03
tpcds_q60/datafusion:parquet	27665345	27304702	1.01
tpcds_q61/datafusion:parquet	42558113	42824546	0.99
tpcds_q62/datafusion:parquet 🚨	24416468	20372357	1.20
tpcds_q63/datafusion:parquet	17619697	18645757	0.94
tpcds_q64/datafusion:parquet	299071999	298345412	1.00
tpcds_q65/datafusion:parquet	37462034	37891463	0.99
tpcds_q66/datafusion:parquet	66198213	69865074	0.95
tpcds_q67/datafusion:parquet	148786285	158187228	0.94
tpcds_q68/datafusion:parquet	31014989	31234986	0.99
tpcds_q69/datafusion:parquet	64729640	68500656	0.94
tpcds_q70/datafusion:parquet	33509940	32283327	1.04
tpcds_q71/datafusion:parquet 🚨	23679641	21509755	1.10
tpcds_q72/datafusion:parquet	578728411	581065241	1.00
tpcds_q73/datafusion:parquet	21621423	21320278	1.01
tpcds_q74/datafusion:parquet	81602086	83804238	0.97
tpcds_q75/datafusion:parquet	109596154	108360568	1.01
tpcds_q76/datafusion:parquet	30463005	30534816	1.00
tpcds_q77/datafusion:parquet	37830612	38544965	0.98
tpcds_q78/datafusion:parquet	110328960	108031818	1.02
tpcds_q79/datafusion:parquet	27058879	26583037	1.02
tpcds_q80/datafusion:parquet	73556191	74890636	0.98
tpcds_q81/datafusion:parquet	30144321	31028211	0.97
tpcds_q82/datafusion:parquet	18674538	19027088	0.98
tpcds_q83/datafusion:parquet	41207374	41088247	1.00
tpcds_q84/datafusion:parquet	39541842	39881533	0.99
tpcds_q85/datafusion:parquet	143620475	145355204	0.99
tpcds_q86/datafusion:parquet	15364792	16358003	0.94
tpcds_q87/datafusion:parquet	44688744	44669602	1.00
tpcds_q88/datafusion:parquet	58423419	60091390	0.97
tpcds_q89/datafusion:parquet	21375707	22855942	0.94
tpcds_q90/datafusion:parquet	14115931	14594686	0.97
tpcds_q91/datafusion:parquet	58217414	59133957	0.98
tpcds_q92/datafusion:parquet	17944350	17920271	1.00
tpcds_q93/datafusion:parquet	30179426	30971854	0.97
tpcds_q94/datafusion:parquet	21124207	21497953	0.98
tpcds_q95/datafusion:parquet	58253497	60140961	0.97
tpcds_q96/datafusion:parquet	11555114	11268685	1.03
tpcds_q97/datafusion:parquet	30180584	29227531	1.03
tpcds_q98/datafusion:parquet	21396458	21554007	0.99
tpcds_q99/datafusion:parquet	25753061	25936047	0.99

duckdb / vortex-file-compressed (0.998x ➖, 8↑ 5↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	24410009	24346801	1.00
tpcds_q02/duckdb:vortex-file-compressed 🚀	28095838	33676736	0.83
tpcds_q03/duckdb:vortex-file-compressed	15935106	16007987	1.00
tpcds_q04/duckdb:vortex-file-compressed	96049915	89482475	1.07
tpcds_q05/duckdb:vortex-file-compressed	35584259	34500144	1.03
tpcds_q06/duckdb:vortex-file-compressed	34266403	33083738	1.04
tpcds_q07/duckdb:vortex-file-compressed 🚀	22548053	25315166	0.89
tpcds_q08/duckdb:vortex-file-compressed	28199759	26226651	1.08
tpcds_q09/duckdb:vortex-file-compressed	16862465	16060964	1.05
tpcds_q10/duckdb:vortex-file-compressed	39590015	38173430	1.04
tpcds_q11/duckdb:vortex-file-compressed	68478030	65062376	1.05
tpcds_q12/duckdb:vortex-file-compressed 🚨	17428882	15290702	1.14
tpcds_q13/duckdb:vortex-file-compressed	33361803	32184324	1.04
tpcds_q14/duckdb:vortex-file-compressed	99869752	97752963	1.02
tpcds_q15/duckdb:vortex-file-compressed 🚨	30253662	26276920	1.15
tpcds_q16/duckdb:vortex-file-compressed	28042125	26304756	1.07
tpcds_q17/duckdb:vortex-file-compressed	46758187	48443601	0.97
tpcds_q18/duckdb:vortex-file-compressed	40456624	38563550	1.05
tpcds_q19/duckdb:vortex-file-compressed	34594803	32255217	1.07
tpcds_q20/duckdb:vortex-file-compressed	17443704	16823022	1.04
tpcds_q21/duckdb:vortex-file-compressed	17275088	16115266	1.07
tpcds_q22/duckdb:vortex-file-compressed	77538305	76524063	1.01
tpcds_q23/duckdb:vortex-file-compressed	96635851	92986991	1.04
tpcds_q24/duckdb:vortex-file-compressed	52514692	49049866	1.07
tpcds_q25/duckdb:vortex-file-compressed 🚨	44055016	39971390	1.10
tpcds_q26/duckdb:vortex-file-compressed 🚀	19230614	21860171	0.88
tpcds_q27/duckdb:vortex-file-compressed 🚀	23135430	26291019	0.88
tpcds_q28/duckdb:vortex-file-compressed	11775229	12257050	0.96
tpcds_q29/duckdb:vortex-file-compressed	43652638	45177378	0.97
tpcds_q30/duckdb:vortex-file-compressed	26037374	25491413	1.02
tpcds_q31/duckdb:vortex-file-compressed	28886826	29918009	0.97
tpcds_q32/duckdb:vortex-file-compressed	13817757	13436369	1.03
tpcds_q33/duckdb:vortex-file-compressed	24234882	25020077	0.97
tpcds_q34/duckdb:vortex-file-compressed	26228626	25476343	1.03
tpcds_q35/duckdb:vortex-file-compressed	66387247	65613752	1.01
tpcds_q36/duckdb:vortex-file-compressed	23877123	24514072	0.97
tpcds_q37/duckdb:vortex-file-compressed	20026982	19415865	1.03
tpcds_q38/duckdb:vortex-file-compressed	39870869	37796456	1.05
tpcds_q39/duckdb:vortex-file-compressed	36407280	35386077	1.03
tpcds_q40/duckdb:vortex-file-compressed	21440416	19861519	1.08
tpcds_q41/duckdb:vortex-file-compressed 🚀	9391619	12236069	0.77
tpcds_q42/duckdb:vortex-file-compressed	12471144	13241752	0.94
tpcds_q43/duckdb:vortex-file-compressed 🚨	24078629	20866409	1.15
tpcds_q44/duckdb:vortex-file-compressed	22001688	21995240	1.00
tpcds_q45/duckdb:vortex-file-compressed	31463403	30560389	1.03
tpcds_q46/duckdb:vortex-file-compressed	30462389	33559714	0.91
tpcds_q47/duckdb:vortex-file-compressed	53812037	51495520	1.04
tpcds_q48/duckdb:vortex-file-compressed	30907633	28574659	1.08
tpcds_q49/duckdb:vortex-file-compressed 🚀	32670577	40964453	0.80
tpcds_q50/duckdb:vortex-file-compressed	27626643	28141045	0.98
tpcds_q51/duckdb:vortex-file-compressed	108161218	104099539	1.04
tpcds_q52/duckdb:vortex-file-compressed	13063929	13624723	0.96
tpcds_q53/duckdb:vortex-file-compressed	21947527	23490831	0.93
tpcds_q54/duckdb:vortex-file-compressed	29262192	29100061	1.01
tpcds_q55/duckdb:vortex-file-compressed	13200100	12793019	1.03
tpcds_q56/duckdb:vortex-file-compressed	25303194	25408759	1.00
tpcds_q57/duckdb:vortex-file-compressed	44901411	41806408	1.07
tpcds_q58/duckdb:vortex-file-compressed	29298830	30040425	0.98
tpcds_q59/duckdb:vortex-file-compressed	57548305	57405574	1.00
tpcds_q60/duckdb:vortex-file-compressed	26294159	25873396	1.02
tpcds_q61/duckdb:vortex-file-compressed	30762414	31106141	0.99
tpcds_q62/duckdb:vortex-file-compressed	15485751	16818355	0.92
tpcds_q63/duckdb:vortex-file-compressed	20780526	21036186	0.99
tpcds_q64/duckdb:vortex-file-compressed	97533363	96294144	1.01
tpcds_q65/duckdb:vortex-file-compressed	22175806	22562248	0.98
tpcds_q66/duckdb:vortex-file-compressed 🚨	33542581	29620335	1.13
tpcds_q67/duckdb:vortex-file-compressed	140392079	143600895	0.98
tpcds_q68/duckdb:vortex-file-compressed	33631135	31603216	1.06
tpcds_q69/duckdb:vortex-file-compressed	39631640	39810011	1.00
tpcds_q70/duckdb:vortex-file-compressed	37158841	38579025	0.96
tpcds_q71/duckdb:vortex-file-compressed	20663741	21122396	0.98
tpcds_q72/duckdb:vortex-file-compressed	169668078	180634589	0.94
tpcds_q73/duckdb:vortex-file-compressed	25760386	24774362	1.04
tpcds_q74/duckdb:vortex-file-compressed	42526298	41748864	1.02
tpcds_q75/duckdb:vortex-file-compressed	48649869	52634596	0.92
tpcds_q76/duckdb:vortex-file-compressed	18551708	18953799	0.98
tpcds_q77/duckdb:vortex-file-compressed	24882313	23854387	1.04
tpcds_q78/duckdb:vortex-file-compressed	78326017	75306626	1.04
tpcds_q79/duckdb:vortex-file-compressed	23559675	24850531	0.95
tpcds_q80/duckdb:vortex-file-compressed	51840816	48029501	1.08
tpcds_q81/duckdb:vortex-file-compressed	29694708	29460986	1.01
tpcds_q82/duckdb:vortex-file-compressed	45277693	45796970	0.99
tpcds_q83/duckdb:vortex-file-compressed	30103059	30862738	0.98
tpcds_q84/duckdb:vortex-file-compressed	17028241	16699707	1.02
tpcds_q85/duckdb:vortex-file-compressed 🚀	39178391	44506116	0.88
tpcds_q86/duckdb:vortex-file-compressed	16231669	16258888	1.00
tpcds_q87/duckdb:vortex-file-compressed	38944646	42106661	0.92
tpcds_q88/duckdb:vortex-file-compressed	55458398	52889118	1.05
tpcds_q89/duckdb:vortex-file-compressed	22094396	22405774	0.99
tpcds_q90/duckdb:vortex-file-compressed	10145595	10784091	0.94
tpcds_q91/duckdb:vortex-file-compressed 🚀	21930995	24922706	0.88
tpcds_q92/duckdb:vortex-file-compressed	17067259	18586996	0.92
tpcds_q93/duckdb:vortex-file-compressed	32000734	31055541	1.03
tpcds_q94/duckdb:vortex-file-compressed	22417670	21964539	1.02
tpcds_q95/duckdb:vortex-file-compressed	166167998	167160480	0.99
tpcds_q96/duckdb:vortex-file-compressed	12905612	13051892	0.99
tpcds_q97/duckdb:vortex-file-compressed	38601872	38337806	1.01
tpcds_q98/duckdb:vortex-file-compressed	18663932	19871692	0.94
tpcds_q99/duckdb:vortex-file-compressed	22485893	22844311	0.98

duckdb / vortex-compact (0.982x ➖, 7↑ 2↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	25873721	26322028	0.98
tpcds_q02/duckdb:vortex-compact	41957454	41764836	1.00
tpcds_q03/duckdb:vortex-compact	45266343	46570664	0.97
tpcds_q04/duckdb:vortex-compact	102624226	104986007	0.98
tpcds_q05/duckdb:vortex-compact 🚀	40224493	44953288	0.89
tpcds_q06/duckdb:vortex-compact	37915562	38457605	0.99
tpcds_q07/duckdb:vortex-compact 🚀	35968158	41786879	0.86
tpcds_q08/duckdb:vortex-compact	41421549	40020904	1.03
tpcds_q09/duckdb:vortex-compact	20401160	21135654	0.97
tpcds_q10/duckdb:vortex-compact	51974728	54071652	0.96
tpcds_q11/duckdb:vortex-compact	73855728	73912372	1.00
tpcds_q12/duckdb:vortex-compact 🚀	21569605	24236922	0.89
tpcds_q13/duckdb:vortex-compact	52330904	54580801	0.96
tpcds_q14/duckdb:vortex-compact	119215188	118046631	1.01
tpcds_q15/duckdb:vortex-compact	29410361	31029712	0.95
tpcds_q16/duckdb:vortex-compact	28383820	27310927	1.04
tpcds_q17/duckdb:vortex-compact	55116068	58907096	0.94
tpcds_q18/duckdb:vortex-compact	49430132	52028366	0.95
tpcds_q19/duckdb:vortex-compact	45473253	44535154	1.02
tpcds_q20/duckdb:vortex-compact	20638933	21037338	0.98
tpcds_q21/duckdb:vortex-compact	17787260	18545238	0.96
tpcds_q22/duckdb:vortex-compact	79450465	80694625	0.98
tpcds_q23/duckdb:vortex-compact	110150706	109008264	1.01
tpcds_q24/duckdb:vortex-compact	57138987	59390218	0.96
tpcds_q25/duckdb:vortex-compact	54253194	51566619	1.05
tpcds_q26/duckdb:vortex-compact	31419482	34519565	0.91
tpcds_q27/duckdb:vortex-compact 🚀	37000366	43524371	0.85
tpcds_q28/duckdb:vortex-compact	34862010	35811974	0.97
tpcds_q29/duckdb:vortex-compact 🚀	52133047	57979967	0.90
tpcds_q30/duckdb:vortex-compact	29099648	29780648	0.98
tpcds_q31/duckdb:vortex-compact	37830054	38657979	0.98
tpcds_q32/duckdb:vortex-compact	21110602	20610627	1.02
tpcds_q33/duckdb:vortex-compact	33391286	32856982	1.02
tpcds_q34/duckdb:vortex-compact	30323879	30875634	0.98
tpcds_q35/duckdb:vortex-compact	75189883	74936384	1.00
tpcds_q36/duckdb:vortex-compact	35262942	36814280	0.96
tpcds_q37/duckdb:vortex-compact	23339111	24054654	0.97
tpcds_q38/duckdb:vortex-compact	42443722	42644882	1.00
tpcds_q39/duckdb:vortex-compact	38686548	37755776	1.02
tpcds_q40/duckdb:vortex-compact	24180523	24317728	0.99
tpcds_q41/duckdb:vortex-compact 🚀	10567553	14031176	0.75
tpcds_q42/duckdb:vortex-compact	19053753	19507410	0.98
tpcds_q43/duckdb:vortex-compact	31535326	31091162	1.01
tpcds_q44/duckdb:vortex-compact	30327248	30305902	1.00
tpcds_q45/duckdb:vortex-compact	35829421	36818187	0.97
tpcds_q46/duckdb:vortex-compact	45159847	45915640	0.98
tpcds_q47/duckdb:vortex-compact	63460155	63898601	0.99
tpcds_q48/duckdb:vortex-compact	45337791	45036209	1.01
tpcds_q49/duckdb:vortex-compact 🚀	44707456	52204835	0.86
tpcds_q50/duckdb:vortex-compact	38213625	37978340	1.01
tpcds_q51/duckdb:vortex-compact	117180857	122165998	0.96
tpcds_q52/duckdb:vortex-compact	19630200	19355682	1.01
tpcds_q53/duckdb:vortex-compact	33215191	33394332	0.99
tpcds_q54/duckdb:vortex-compact	36697374	38063698	0.96
tpcds_q55/duckdb:vortex-compact	18685880	18971349	0.98
tpcds_q56/duckdb:vortex-compact	33332545	33182015	1.00
tpcds_q57/duckdb:vortex-compact	44715403	46952014	0.95
tpcds_q58/duckdb:vortex-compact	37658562	39375517	0.96
tpcds_q59/duckdb:vortex-compact	66992146	66722400	1.00
tpcds_q60/duckdb:vortex-compact	37404269	36794710	1.02
tpcds_q61/duckdb:vortex-compact	55169280	54293217	1.02
tpcds_q62/duckdb:vortex-compact	20804664	21059319	0.99
tpcds_q63/duckdb:vortex-compact	32872021	32006667	1.03
tpcds_q64/duckdb:vortex-compact	124519170	130055634	0.96
tpcds_q65/duckdb:vortex-compact	32151322	30599000	1.05
tpcds_q66/duckdb:vortex-compact	36506227	35428432	1.03
tpcds_q67/duckdb:vortex-compact	152467467	151806889	1.00
tpcds_q68/duckdb:vortex-compact	46311987	46801929	0.99
tpcds_q69/duckdb:vortex-compact	55912460	54240133	1.03
tpcds_q70/duckdb:vortex-compact	55761517	59214280	0.94
tpcds_q71/duckdb:vortex-compact	30275281	30196123	1.00
tpcds_q72/duckdb:vortex-compact	183733804	188030692	0.98
tpcds_q73/duckdb:vortex-compact	28568409	28346026	1.01
tpcds_q74/duckdb:vortex-compact	48381984	49199425	0.98
tpcds_q75/duckdb:vortex-compact	58894684	64836586	0.91
tpcds_q76/duckdb:vortex-compact	29132440	30551561	0.95
tpcds_q77/duckdb:vortex-compact	40987709	38120304	1.08
tpcds_q78/duckdb:vortex-compact	86804713	89402652	0.97
tpcds_q79/duckdb:vortex-compact	40570741	39237047	1.03
tpcds_q80/duckdb:vortex-compact	72494677	70854075	1.02
tpcds_q81/duckdb:vortex-compact	32997536	33233379	0.99
tpcds_q82/duckdb:vortex-compact	49956925	50471350	0.99
tpcds_q83/duckdb:vortex-compact	36039994	36079341	1.00
tpcds_q84/duckdb:vortex-compact	21346604	22269842	0.96
tpcds_q85/duckdb:vortex-compact	55511729	58782193	0.94
tpcds_q86/duckdb:vortex-compact	20447391	20343518	1.01
tpcds_q87/duckdb:vortex-compact	47150328	43699730	1.08
tpcds_q88/duckdb:vortex-compact	77138522	81972101	0.94
tpcds_q89/duckdb:vortex-compact	32469501	33407072	0.97
tpcds_q90/duckdb:vortex-compact	11198703	11281724	0.99
tpcds_q91/duckdb:vortex-compact	41566428	42426404	0.98
tpcds_q92/duckdb:vortex-compact	47042311	49185929	0.96
tpcds_q93/duckdb:vortex-compact	32200274	33453987	0.96
tpcds_q94/duckdb:vortex-compact	26953263	26959823	1.00
tpcds_q95/duckdb:vortex-compact	168616539	164751502	1.02
tpcds_q96/duckdb:vortex-compact	17561892	16963654	1.04
tpcds_q97/duckdb:vortex-compact 🚨	45242569	40646897	1.11
tpcds_q98/duckdb:vortex-compact	28856125	27758016	1.04
tpcds_q99/duckdb:vortex-compact 🚨	27960803	25251986	1.11

duckdb / parquet (1.011x ➖, 0↑ 2↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	29409816	28700575	1.02
tpcds_q02/duckdb:parquet	25216750	24687494	1.02
tpcds_q03/duckdb:parquet	13256294	13288350	1.00
tpcds_q04/duckdb:parquet	166490599	172650428	0.96
tpcds_q05/duckdb:parquet	31719767	29549492	1.07
tpcds_q06/duckdb:parquet	33000854	33825091	0.98
tpcds_q07/duckdb:parquet	23715783	24314604	0.98
tpcds_q08/duckdb:parquet	29121699	29392733	0.99
tpcds_q09/duckdb:parquet	44289472	45056451	0.98
tpcds_q10/duckdb:parquet	37882865	38332353	0.99
tpcds_q11/duckdb:parquet	93691672	88304635	1.06
tpcds_q12/duckdb:parquet	17167807	17289167	0.99
tpcds_q13/duckdb:parquet	35201790	35092017	1.00
tpcds_q14/duckdb:parquet	103027287	100733382	1.02
tpcds_q15/duckdb:parquet	29801866	31264889	0.95
tpcds_q16/duckdb:parquet	22318099	22710807	0.98
tpcds_q17/duckdb:parquet	38233519	39045399	0.98
tpcds_q18/duckdb:parquet	48393805	47687299	1.01
tpcds_q19/duckdb:parquet	31908268	32226575	0.99
tpcds_q20/duckdb:parquet	18293485	18362669	1.00
tpcds_q21/duckdb:parquet	11503866	11468699	1.00
tpcds_q22/duckdb:parquet	70241289	74295334	0.95
tpcds_q23/duckdb:parquet	81040333	82641089	0.98
tpcds_q24/duckdb:parquet	46718972	47262610	0.99
tpcds_q25/duckdb:parquet	35566368	35367397	1.01
tpcds_q26/duckdb:parquet	38889106	39670806	0.98
tpcds_q27/duckdb:parquet	52837411	52743231	1.00
tpcds_q28/duckdb:parquet	43389653	42571181	1.02
tpcds_q29/duckdb:parquet	37510959	38461002	0.98
tpcds_q30/duckdb:parquet	37716035	37613044	1.00
tpcds_q31/duckdb:parquet	28097765	27689831	1.01
tpcds_q32/duckdb:parquet	12748041	12764754	1.00
tpcds_q33/duckdb:parquet	24217231	23901579	1.01
tpcds_q34/duckdb:parquet	21904559	22923725	0.96
tpcds_q35/duckdb:parquet	63010598	62002023	1.02
tpcds_q36/duckdb:parquet	22935368	22601353	1.01
tpcds_q37/duckdb:parquet	13964772	14161846	0.99
tpcds_q38/duckdb:parquet	39804638	36662759	1.09
tpcds_q39/duckdb:parquet	33330455	32216715	1.03
tpcds_q40/duckdb:parquet	19448272	19406882	1.00
tpcds_q41/duckdb:parquet	9045417	8953565	1.01
tpcds_q42/duckdb:parquet	14217557	13710293	1.04
tpcds_q43/duckdb:parquet	18082360	18080476	1.00
tpcds_q44/duckdb:parquet	26186080	26767041	0.98
tpcds_q45/duckdb:parquet	28090698	29137124	0.96
tpcds_q46/duckdb:parquet	48026669	47619041	1.01
tpcds_q47/duckdb:parquet	51502593	52589205	0.98
tpcds_q48/duckdb:parquet	32505492	32509862	1.00
tpcds_q49/duckdb:parquet	28977130	28791875	1.01
tpcds_q50/duckdb:parquet	26049016	26043342	1.00
tpcds_q51/duckdb:parquet	104195466	102193749	1.02
tpcds_q52/duckdb:parquet	12590322	13230734	0.95
tpcds_q53/duckdb:parquet	19341185	19092016	1.01
tpcds_q54/duckdb:parquet	30024576	28930209	1.04
tpcds_q55/duckdb:parquet	12772908	13070074	0.98
tpcds_q56/duckdb:parquet	24617616	23209338	1.06
tpcds_q57/duckdb:parquet	38883582	38229717	1.02
tpcds_q58/duckdb:parquet	26336465	25127122	1.05
tpcds_q59/duckdb:parquet	36877918	36321224	1.02
tpcds_q60/duckdb:parquet	26485460	25167689	1.05
tpcds_q61/duckdb:parquet	36312835	33935310	1.07
tpcds_q62/duckdb:parquet	13265997	12786847	1.04
tpcds_q63/duckdb:parquet	18061400	17571000	1.03
tpcds_q64/duckdb:parquet	77145613	79404781	0.97
tpcds_q65/duckdb:parquet	23109194	24543367	0.94
tpcds_q66/duckdb:parquet	29937080	29288663	1.02
tpcds_q67/duckdb:parquet	142110949	136637872	1.04
tpcds_q68/duckdb:parquet	39541170	38806124	1.02
tpcds_q69/duckdb:parquet	38448574	38496244	1.00
tpcds_q70/duckdb:parquet	22926136	23274734	0.99
tpcds_q71/duckdb:parquet	23938128	23336930	1.03
tpcds_q72/duckdb:parquet	166484024	165753847	1.00
tpcds_q73/duckdb:parquet	19485457	19911228	0.98
tpcds_q74/duckdb:parquet	129845534	127587718	1.02
tpcds_q75/duckdb:parquet	59719944	58938301	1.01
tpcds_q76/duckdb:parquet	23076177	22235673	1.04
tpcds_q77/duckdb:parquet	25603110	25320219	1.01
tpcds_q78/duckdb:parquet	79556850	77724710	1.02
tpcds_q79/duckdb:parquet	30774829	30393908	1.01
tpcds_q80/duckdb:parquet	44888907	43886936	1.02
tpcds_q81/duckdb:parquet	36648032	35451457	1.03
tpcds_q82/duckdb:parquet	18483975	17807964	1.04
tpcds_q83/duckdb:parquet	19196570	18566035	1.03
tpcds_q84/duckdb:parquet	21553305	20345811	1.06
tpcds_q85/duckdb:parquet	44093427	42485702	1.04
tpcds_q86/duckdb:parquet	14355905	13550753	1.06
tpcds_q87/duckdb:parquet	41162304	42078473	0.98
tpcds_q88/duckdb:parquet	55832447	53888984	1.04
tpcds_q89/duckdb:parquet 🚨	22784179	20554241	1.11
tpcds_q90/duckdb:parquet	9376515	8542358	1.10
tpcds_q91/duckdb:parquet	26202724	25945123	1.01
tpcds_q92/duckdb:parquet	13798194	13312614	1.04
tpcds_q93/duckdb:parquet	32792520	31606553	1.04
tpcds_q94/duckdb:parquet	18743237	18164489	1.03
tpcds_q95/duckdb:parquet 🚨	139851490	122795821	1.14
tpcds_q96/duckdb:parquet	10814173	10890485	0.99
tpcds_q97/duckdb:parquet	38571942	38839115	0.99
tpcds_q98/duckdb:parquet	23829640	25245332	0.94
tpcds_q99/duckdb:parquet	20839857	20208799	1.03

duckdb / duckdb (1.038x ➖, 1↑ 5↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	23409587	21766912	1.08
tpcds_q02/duckdb:duckdb	20423563	19455121	1.05
tpcds_q03/duckdb:duckdb 🚨	11279739	9903844	1.14
tpcds_q04/duckdb:duckdb	181406350	181515668	1.00
tpcds_q05/duckdb:duckdb	21363027	20613998	1.04
tpcds_q06/duckdb:duckdb	28789611	28454825	1.01
tpcds_q07/duckdb:duckdb	41793396	39918200	1.05
tpcds_q08/duckdb:duckdb	121068645	120571606	1.00
tpcds_q09/duckdb:duckdb	21016927	20806928	1.01
tpcds_q10/duckdb:duckdb	28582456	27729914	1.03
tpcds_q11/duckdb:duckdb	98383718	90510350	1.09
tpcds_q12/duckdb:duckdb	15047909	13792991	1.09
tpcds_q13/duckdb:duckdb	27105912	26376701	1.03
tpcds_q14/duckdb:duckdb	95286915	93629087	1.02
tpcds_q15/duckdb:duckdb	27136519	25206023	1.08
tpcds_q16/duckdb:duckdb	20222475	19683173	1.03
tpcds_q17/duckdb:duckdb	25830566	24355898	1.06
tpcds_q18/duckdb:duckdb	48292490	47337187	1.02
tpcds_q19/duckdb:duckdb	19954145	19501073	1.02
tpcds_q20/duckdb:duckdb	15074848	14240844	1.06
tpcds_q21/duckdb:duckdb	8151387	7710866	1.06
tpcds_q22/duckdb:duckdb	65103252	66465265	0.98
tpcds_q23/duckdb:duckdb	81828910	76546722	1.07
tpcds_q24/duckdb:duckdb	26098193	25974371	1.00
tpcds_q25/duckdb:duckdb	19571566	18828234	1.04
tpcds_q26/duckdb:duckdb	30255958	28642818	1.06
tpcds_q27/duckdb:duckdb	43676982	41309287	1.06
tpcds_q28/duckdb:duckdb	26568487	26558939	1.00
tpcds_q29/duckdb:duckdb	23572974	22814262	1.03
tpcds_q30/duckdb:duckdb	32161373	31182715	1.03
tpcds_q31/duckdb:duckdb	54176872	50764955	1.07
tpcds_q32/duckdb:duckdb	8815642	8543360	1.03
tpcds_q33/duckdb:duckdb	17143134	16208545	1.06
tpcds_q34/duckdb:duckdb	19771684	18636090	1.06
tpcds_q35/duckdb:duckdb	39350356	36233213	1.09
tpcds_q36/duckdb:duckdb	75779661	71328718	1.06
tpcds_q37/duckdb:duckdb	9521197	8773326	1.09
tpcds_q38/duckdb:duckdb	34398269	33077237	1.04
tpcds_q39/duckdb:duckdb	28779848	28343059	1.02
tpcds_q40/duckdb:duckdb 🚨	15978358	14502138	1.10
tpcds_q41/duckdb:duckdb	9709830	9425400	1.03
tpcds_q42/duckdb:duckdb	9763079	9318211	1.05
tpcds_q43/duckdb:duckdb	15419884	14522531	1.06
tpcds_q44/duckdb:duckdb	15896041	16690946	0.95
tpcds_q45/duckdb:duckdb	19343974	18879687	1.02
tpcds_q46/duckdb:duckdb	39800953	38553726	1.03
tpcds_q47/duckdb:duckdb	46201584	46686522	0.99
tpcds_q48/duckdb:duckdb	25640022	25384769	1.01
tpcds_q49/duckdb:duckdb	20758766	20467358	1.01
tpcds_q50/duckdb:duckdb	16913329	16113567	1.05
tpcds_q51/duckdb:duckdb	101273972	100327016	1.01
tpcds_q52/duckdb:duckdb	9203125	9305622	0.99
tpcds_q53/duckdb:duckdb	17709674	16960172	1.04
tpcds_q54/duckdb:duckdb	19534145	19282430	1.01
tpcds_q55/duckdb:duckdb 🚨	10326381	8884736	1.16
tpcds_q56/duckdb:duckdb	16950538	17359094	0.98
tpcds_q57/duckdb:duckdb	37664321	36132828	1.04
tpcds_q58/duckdb:duckdb	17374757	17247376	1.01
tpcds_q59/duckdb:duckdb	37826064	36522514	1.04
tpcds_q60/duckdb:duckdb	19396672	18261782	1.06
tpcds_q61/duckdb:duckdb	18001490	17202903	1.05
tpcds_q62/duckdb:duckdb	10516680	9854915	1.07
tpcds_q63/duckdb:duckdb	16959745	16178071	1.05
tpcds_q64/duckdb:duckdb	59677202	57840198	1.03
tpcds_q65/duckdb:duckdb	37949422	36644327	1.04
tpcds_q66/duckdb:duckdb	27992069	26239221	1.07
tpcds_q67/duckdb:duckdb	139301685	131991299	1.06
tpcds_q68/duckdb:duckdb	27218860	27032477	1.01
tpcds_q69/duckdb:duckdb	29319603	29176481	1.00
tpcds_q70/duckdb:duckdb	17857936	17032905	1.05
tpcds_q71/duckdb:duckdb	16234190	15764139	1.03
tpcds_q72/duckdb:duckdb	46728005	46193056	1.01
tpcds_q73/duckdb:duckdb	13641436	14301814	0.95
tpcds_q74/duckdb:duckdb	150001488	144594904	1.04
tpcds_q75/duckdb:duckdb	47594885	47655839	1.00
tpcds_q76/duckdb:duckdb	15163914	15112381	1.00
tpcds_q77/duckdb:duckdb	16377488	15779646	1.04
tpcds_q78/duckdb:duckdb	69496121	66386021	1.05
tpcds_q79/duckdb:duckdb	21115237	20175751	1.05
tpcds_q80/duckdb:duckdb	33384893	31453817	1.06
tpcds_q81/duckdb:duckdb	41765365	39872019	1.05
tpcds_q82/duckdb:duckdb	10953606	10113415	1.08
tpcds_q83/duckdb:duckdb	11716621	10870950	1.08
tpcds_q84/duckdb:duckdb	16114136	14818695	1.09
tpcds_q85/duckdb:duckdb	27579696	25646193	1.08
tpcds_q86/duckdb:duckdb	12718942	11980180	1.06
tpcds_q87/duckdb:duckdb	37002705	36224867	1.02
tpcds_q88/duckdb:duckdb	30718910	30256637	1.02
tpcds_q89/duckdb:duckdb	22581499	22601189	1.00
tpcds_q90/duckdb:duckdb 🚨	6796116	6166790	1.10
tpcds_q91/duckdb:duckdb	15917263	14677880	1.08
tpcds_q92/duckdb:duckdb 🚨	10737547	9746346	1.10
tpcds_q93/duckdb:duckdb	25124944	23623873	1.06
tpcds_q94/duckdb:duckdb	14927947	14690727	1.02
tpcds_q95/duckdb:duckdb 🚀	114330783	131880735	0.87
tpcds_q96/duckdb:duckdb	6295018	5929913	1.06
tpcds_q97/duckdb:duckdb	33997624	32592073	1.04
tpcds_q98/duckdb:duckdb	20899887	20939965	1.00
tpcds_q99/duckdb:duckdb	17389829	16829385	1.03

File Size Changes (9 files changed, +0.0% overall, 5↑ 4↓)

File	Scale	Format	Base	HEAD	Change	%
customer_address.vortex	1.0	vortex-file-compressed	820.95 KB	826.93 KB	+5.98 KB	+0.7%
item.vortex	1.0	vortex-file-compressed	1.64 MB	1.64 MB	+2.06 KB	+0.1%
store_sales.vortex	1.0	vortex-file-compressed	96.34 MB	96.34 MB	+3.12 KB	+0.0%
web_sales.vortex	1.0	vortex-file-compressed	34.20 MB	34.21 MB	+424 B	+0.0%
catalog_sales.vortex	1.0	vortex-file-compressed	70.45 MB	70.45 MB	+672 B	+0.0%
customer.vortex	1.0	vortex-file-compressed	4.27 MB	4.27 MB	384 B	-0.0%
item.vortex	1.0	vortex-compact	994.93 KB	994.57 KB	360 B	-0.0%
catalog_page.vortex	1.0	vortex-file-compressed	566.93 KB	565.79 KB	1.14 KB	-0.2%
time_dim.vortex	1.0	vortex-file-compressed	382.29 KB	380.73 KB	1.56 KB	-0.4%

Totals:

vortex-compact: 207.50 MB → 207.50 MB (-0.0%)
vortex-file-compressed: 270.03 MB → 270.04 MB (+0.0%)

github-actions · 2026-06-18T10:57:49Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.1%
Engines: DataFusion No clear signal (+1.1%, low confidence) · DuckDB No clear signal (-1.5%, low confidence)
Vortex (geomean): 1.014x ➖
Parquet (geomean): 1.021x ➖
Shifts: Parquet (control) +2.1% · 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 (1.047x ➖, 1↑ 7↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚨	2033912	1577612	1.29
clickbench_q01/datafusion:vortex-file-compressed	15819933	14921491	1.06
clickbench_q02/datafusion:vortex-file-compressed	36118852	34933141	1.03
clickbench_q03/datafusion:vortex-file-compressed	39409392	38533252	1.02
clickbench_q04/datafusion:vortex-file-compressed	244759683	236367001	1.04
clickbench_q05/datafusion:vortex-file-compressed	325138997	311289241	1.04
clickbench_q06/datafusion:vortex-file-compressed	1646732	1622441	1.01
clickbench_q07/datafusion:vortex-file-compressed	18976777	18792304	1.01
clickbench_q08/datafusion:vortex-file-compressed	342358747	330882841	1.03
clickbench_q09/datafusion:vortex-file-compressed	481358253	446506204	1.08
clickbench_q10/datafusion:vortex-file-compressed	74980425	71803967	1.04
clickbench_q11/datafusion:vortex-file-compressed	85431817	81485427	1.05
clickbench_q12/datafusion:vortex-file-compressed	277663577	257925466	1.08
clickbench_q13/datafusion:vortex-file-compressed	444820894	414378140	1.07
clickbench_q14/datafusion:vortex-file-compressed 🚨	273036063	247382995	1.10
clickbench_q15/datafusion:vortex-file-compressed	293728898	277387850	1.06
clickbench_q16/datafusion:vortex-file-compressed	690198858	651118746	1.06
clickbench_q17/datafusion:vortex-file-compressed	686958346	733823947	0.94
clickbench_q18/datafusion:vortex-file-compressed	1407686636	1374364581	1.02
clickbench_q19/datafusion:vortex-file-compressed 🚨	37732621	29265244	1.29
clickbench_q20/datafusion:vortex-file-compressed	321015715	306134526	1.05
clickbench_q21/datafusion:vortex-file-compressed	408972879	390909683	1.05
clickbench_q22/datafusion:vortex-file-compressed	517171522	501174947	1.03
clickbench_q23/datafusion:vortex-file-compressed 🚨	689457544	610662312	1.13
clickbench_q24/datafusion:vortex-file-compressed	42826705	42880945	1.00
clickbench_q25/datafusion:vortex-file-compressed	71212211	70501069	1.01
clickbench_q26/datafusion:vortex-file-compressed 🚨	45595911	40696589	1.12
clickbench_q27/datafusion:vortex-file-compressed	437629017	414569507	1.06
clickbench_q28/datafusion:vortex-file-compressed	2435912928	2371593953	1.03
clickbench_q29/datafusion:vortex-file-compressed 🚨	58342708	52530171	1.11
clickbench_q30/datafusion:vortex-file-compressed	229741425	226558549	1.01
clickbench_q31/datafusion:vortex-file-compressed	256856827	235485707	1.09
clickbench_q32/datafusion:vortex-file-compressed	1072840502	1043972095	1.03
clickbench_q33/datafusion:vortex-file-compressed	1448249360	1400862595	1.03
clickbench_q34/datafusion:vortex-file-compressed	1430976876	1406267580	1.02
clickbench_q35/datafusion:vortex-file-compressed	247823082	236927365	1.05
clickbench_q36/datafusion:vortex-file-compressed	54259485	55303079	0.98
clickbench_q37/datafusion:vortex-file-compressed	25593971	24639380	1.04
clickbench_q38/datafusion:vortex-file-compressed 🚨	17633195	15974093	1.10
clickbench_q39/datafusion:vortex-file-compressed	121144441	118184052	1.03
clickbench_q40/datafusion:vortex-file-compressed	12852893	12588186	1.02
clickbench_q41/datafusion:vortex-file-compressed	12552120	12610355	1.00
clickbench_q42/datafusion:vortex-file-compressed 🚀	11523629	13892286	0.83

datafusion / parquet (1.036x ➖, 0↑ 2↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1560323	1533131	1.02
clickbench_q01/datafusion:parquet	20185677	19662374	1.03
clickbench_q02/datafusion:parquet	43787894	44250562	0.99
clickbench_q03/datafusion:parquet	34455862	33863447	1.02
clickbench_q04/datafusion:parquet	270483825	275591742	0.98
clickbench_q05/datafusion:parquet	338054402	321006728	1.05
clickbench_q06/datafusion:parquet	1545773	1481531	1.04
clickbench_q07/datafusion:parquet	22695217	20904261	1.09
clickbench_q08/datafusion:parquet	344074974	337162282	1.02
clickbench_q09/datafusion:parquet	509259677	484154564	1.05
clickbench_q10/datafusion:parquet	95099688	96466155	0.99
clickbench_q11/datafusion:parquet	120307504	117546697	1.02
clickbench_q12/datafusion:parquet	327938753	300652379	1.09
clickbench_q13/datafusion:parquet	495628309	468358213	1.06
clickbench_q14/datafusion:parquet	329237602	309779619	1.06
clickbench_q15/datafusion:parquet	308336818	292659874	1.05
clickbench_q16/datafusion:parquet	711128931	662347748	1.07
clickbench_q17/datafusion:parquet	678682210	647775890	1.05
clickbench_q18/datafusion:parquet	1449818681	1452176134	1.00
clickbench_q19/datafusion:parquet	28032651	27985919	1.00
clickbench_q20/datafusion:parquet	574742163	574104382	1.00
clickbench_q21/datafusion:parquet	645250074	628196768	1.03
clickbench_q22/datafusion:parquet	943849945	920035476	1.03
clickbench_q23/datafusion:parquet	4220371115	4093092879	1.03
clickbench_q24/datafusion:parquet	54604406	54785420	1.00
clickbench_q25/datafusion:parquet	131398215	131335529	1.00
clickbench_q26/datafusion:parquet	53547546	54843992	0.98
clickbench_q27/datafusion:parquet	677445493	653314604	1.04
clickbench_q28/datafusion:parquet	2520583626	2461253274	1.02
clickbench_q29/datafusion:parquet 🚨	50398888	44853601	1.12
clickbench_q30/datafusion:parquet	329980488	308675769	1.07
clickbench_q31/datafusion:parquet	349394147	343847820	1.02
clickbench_q32/datafusion:parquet	1162722023	1101398136	1.06
clickbench_q33/datafusion:parquet	1550659307	1509259321	1.03
clickbench_q34/datafusion:parquet	1575664842	1494667229	1.05
clickbench_q35/datafusion:parquet	253107376	252808212	1.00
clickbench_q36/datafusion:parquet	112432739	109621038	1.03
clickbench_q37/datafusion:parquet 🚨	47887954	42915706	1.12
clickbench_q38/datafusion:parquet	65803494	61547831	1.07
clickbench_q39/datafusion:parquet	218554103	210616274	1.04
clickbench_q40/datafusion:parquet	24004005	23553405	1.02
clickbench_q41/datafusion:parquet	22540005	20902849	1.08
clickbench_q42/datafusion:parquet	22452476	21271401	1.06

duckdb / vortex-file-compressed (0.982x ➖, 6↑ 2↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6902532	6712317	1.03
clickbench_q01/duckdb:vortex-file-compressed	11372146	11751391	0.97
clickbench_q02/duckdb:vortex-file-compressed	25923961	26612271	0.97
clickbench_q03/duckdb:vortex-file-compressed	32874943	30458287	1.08
clickbench_q04/duckdb:vortex-file-compressed	195284362	189033000	1.03
clickbench_q05/duckdb:vortex-file-compressed	183465196	180223795	1.02
clickbench_q06/duckdb:vortex-file-compressed	20937429	19341589	1.08
clickbench_q07/duckdb:vortex-file-compressed	15652264	14423147	1.09
clickbench_q08/duckdb:vortex-file-compressed	269102959	263354069	1.02
clickbench_q09/duckdb:vortex-file-compressed	340591239	339174431	1.00
clickbench_q10/duckdb:vortex-file-compressed	71390619	68214860	1.05
clickbench_q11/duckdb:vortex-file-compressed	80743197	80230890	1.01
clickbench_q12/duckdb:vortex-file-compressed	201363629	198112182	1.02
clickbench_q13/duckdb:vortex-file-compressed	407415350	414634647	0.98
clickbench_q14/duckdb:vortex-file-compressed	229015244	234568133	0.98
clickbench_q15/duckdb:vortex-file-compressed	240222325	244396299	0.98
clickbench_q16/duckdb:vortex-file-compressed	528273918	527186128	1.00
clickbench_q17/duckdb:vortex-file-compressed	422954728	435261340	0.97
clickbench_q18/duckdb:vortex-file-compressed	949797310	944182543	1.01
clickbench_q19/duckdb:vortex-file-compressed	21279727	21859643	0.97
clickbench_q20/duckdb:vortex-file-compressed	292851843	304660953	0.96
clickbench_q21/duckdb:vortex-file-compressed	382186741	373375486	1.02
clickbench_q22/duckdb:vortex-file-compressed 🚨	674973054	562251663	1.20
clickbench_q23/duckdb:vortex-file-compressed 🚀	145383771	170274299	0.85
clickbench_q24/duckdb:vortex-file-compressed	35719433	34335772	1.04
clickbench_q25/duckdb:vortex-file-compressed 🚨	84394354	74490793	1.13
clickbench_q26/duckdb:vortex-file-compressed	46858007	51352797	0.91
clickbench_q27/duckdb:vortex-file-compressed	214634391	211295194	1.02
clickbench_q28/duckdb:vortex-file-compressed	2995296694	3035712685	0.99
clickbench_q29/duckdb:vortex-file-compressed	28782811	28816953	1.00
clickbench_q30/duckdb:vortex-file-compressed	201132354	191690459	1.05
clickbench_q31/duckdb:vortex-file-compressed	285980969	291809059	0.98
clickbench_q32/duckdb:vortex-file-compressed	1126119969	1111967334	1.01
clickbench_q33/duckdb:vortex-file-compressed	1135806238	1126540186	1.01
clickbench_q34/duckdb:vortex-file-compressed	1225989310	1227810330	1.00
clickbench_q35/duckdb:vortex-file-compressed	386468821	383049913	1.01
clickbench_q36/duckdb:vortex-file-compressed 🚀	27336421	32396067	0.84
clickbench_q37/duckdb:vortex-file-compressed 🚀	19712937	23249110	0.85
clickbench_q38/duckdb:vortex-file-compressed 🚀	21253885	27314080	0.78
clickbench_q39/duckdb:vortex-file-compressed	46104326	47083507	0.98
clickbench_q40/duckdb:vortex-file-compressed 🚀	18033062	23824068	0.76
clickbench_q41/duckdb:vortex-file-compressed 🚀	19072317	23416720	0.81
clickbench_q42/duckdb:vortex-file-compressed	23125373	24826045	0.93

duckdb / parquet (1.007x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	23458723	21960767	1.07
clickbench_q01/duckdb:parquet	30392182	29865201	1.02
clickbench_q02/duckdb:parquet	50574338	49897275	1.01
clickbench_q03/duckdb:parquet	39509007	40018149	0.99
clickbench_q04/duckdb:parquet	207983333	202617979	1.03
clickbench_q05/duckdb:parquet	260400388	261096891	1.00
clickbench_q06/duckdb:parquet	46929378	47053380	1.00
clickbench_q07/duckdb:parquet	31456758	31488545	1.00
clickbench_q08/duckdb:parquet	271740261	268487980	1.01
clickbench_q09/duckdb:parquet	405163343	402806921	1.01
clickbench_q10/duckdb:parquet	82212651	84777278	0.97
clickbench_q11/duckdb:parquet	101495025	99715623	1.02
clickbench_q12/duckdb:parquet	287560265	280856524	1.02
clickbench_q13/duckdb:parquet	482717946	467200143	1.03
clickbench_q14/duckdb:parquet	317055327	315147640	1.01
clickbench_q15/duckdb:parquet	263502198	261779237	1.01
clickbench_q16/duckdb:parquet	604390059	595401664	1.02
clickbench_q17/duckdb:parquet	502485473	493076569	1.02
clickbench_q18/duckdb:parquet	1050053775	1031710425	1.02
clickbench_q19/duckdb:parquet	28475375	27785068	1.02
clickbench_q20/duckdb:parquet	416300173	416543340	1.00
clickbench_q21/duckdb:parquet	538738861	530157384	1.02
clickbench_q22/duckdb:parquet	922404119	929164295	0.99
clickbench_q23/duckdb:parquet	268204545	264118443	1.02
clickbench_q24/duckdb:parquet	71171753	71340745	1.00
clickbench_q25/duckdb:parquet	162918018	163490857	1.00
clickbench_q26/duckdb:parquet	56088151	53669208	1.05
clickbench_q27/duckdb:parquet	473991333	473512314	1.00
clickbench_q28/duckdb:parquet	4818761396	4781285196	1.01
clickbench_q29/duckdb:parquet	42256840	41560971	1.02
clickbench_q30/duckdb:parquet	316716759	312648950	1.01
clickbench_q31/duckdb:parquet	374518028	379815746	0.99
clickbench_q32/duckdb:parquet	1126035851	1112262298	1.01
clickbench_q33/duckdb:parquet	1132566314	1097397782	1.03
clickbench_q34/duckdb:parquet	1182536835	1158053525	1.02
clickbench_q35/duckdb:parquet	373611834	369568159	1.01
clickbench_q36/duckdb:parquet	46073817	46782931	0.98
clickbench_q37/duckdb:parquet	33746727	34578277	0.98
clickbench_q38/duckdb:parquet	36011147	38329759	0.94
clickbench_q39/duckdb:parquet	92943967	89430090	1.04
clickbench_q40/duckdb:parquet	20151542	20827466	0.97
clickbench_q41/duckdb:parquet	20776148	20803076	1.00
clickbench_q42/duckdb:parquet	23316129	23369450	1.00

duckdb / duckdb (1.003x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17026162	16908865	1.01
clickbench_q01/duckdb:duckdb	34041587	34229968	0.99
clickbench_q02/duckdb:duckdb	50687324	50390884	1.01
clickbench_q03/duckdb:duckdb	56796851	55262556	1.03
clickbench_q04/duckdb:duckdb	208657645	209541398	1.00
clickbench_q05/duckdb:duckdb	282854825	281973576	1.00
clickbench_q06/duckdb:duckdb	32916840	33383426	0.99
clickbench_q07/duckdb:duckdb	34477604	34737382	0.99
clickbench_q08/duckdb:duckdb	275131404	273884013	1.00
clickbench_q09/duckdb:duckdb	388965166	397526529	0.98
clickbench_q10/duckdb:duckdb	117216000	116951070	1.00
clickbench_q11/duckdb:duckdb	126956611	125081254	1.01
clickbench_q12/duckdb:duckdb	256778172	257714729	1.00
clickbench_q13/duckdb:duckdb	443892085	443998867	1.00
clickbench_q14/duckdb:duckdb	282218610	281901109	1.00
clickbench_q15/duckdb:duckdb	241195264	247172276	0.98
clickbench_q16/duckdb:duckdb	556054416	562182525	0.99
clickbench_q17/duckdb:duckdb	468775793	474160511	0.99
clickbench_q18/duckdb:duckdb	986231892	1007359066	0.98
clickbench_q19/duckdb:duckdb	35011226	34841070	1.00
clickbench_q20/duckdb:duckdb	482248006	485016727	0.99
clickbench_q21/duckdb:duckdb	493224944	478213363	1.03
clickbench_q22/duckdb:duckdb	541301106	538390701	1.01
clickbench_q23/duckdb:duckdb	254964632	244700422	1.04
clickbench_q24/duckdb:duckdb	60405972	61135810	0.99
clickbench_q25/duckdb:duckdb	149198948	149621522	1.00
clickbench_q26/duckdb:duckdb	61653257	61154417	1.01
clickbench_q27/duckdb:duckdb	412200341	424498659	0.97
clickbench_q28/duckdb:duckdb	4443698356	4372761964	1.02
clickbench_q29/duckdb:duckdb	49953437	49510473	1.01
clickbench_q30/duckdb:duckdb	281528825	273375127	1.03
clickbench_q31/duckdb:duckdb	364034653	358195958	1.02
clickbench_q32/duckdb:duckdb	1096307578	1112026297	0.99
clickbench_q33/duckdb:duckdb	1120482499	1135459039	0.99
clickbench_q34/duckdb:duckdb	1200381194	1210519020	0.99
clickbench_q35/duckdb:duckdb	296646411	297187761	1.00
clickbench_q36/duckdb:duckdb	50849151	48466612	1.05
clickbench_q37/duckdb:duckdb	28413361	28204688	1.01
clickbench_q38/duckdb:duckdb	32258478	32863224	0.98
clickbench_q39/duckdb:duckdb	83820525	80380733	1.04
clickbench_q40/duckdb:duckdb	27628094	27526952	1.00
clickbench_q41/duckdb:duckdb	27452328	26763852	1.03
clickbench_q42/duckdb:duckdb	28852286	28964638	1.00

File Size Changes (104 files changed, +0.0% overall, 54↑ 50↓)

File	Scale	Format	Base	HEAD	Change	%
hits_90.vortex	1.0	vortex-compact	81.72 MB	82.52 MB	+816.95 KB	+1.0%
hits_82.vortex	1.0	vortex-compact	66.79 MB	67.00 MB	+219.58 KB	+0.3%
hits_53.vortex	1.0	vortex-file-compressed	85.75 MB	85.97 MB	+229.36 KB	+0.3%
hits_10.vortex	1.0	vortex-file-compressed	69.27 MB	69.42 MB	+157.87 KB	+0.2%
hits_25.vortex	1.0	vortex-file-compressed	113.14 MB	113.37 MB	+235.01 KB	+0.2%
hits_37.vortex	1.0	vortex-file-compressed	85.35 MB	85.51 MB	+164.47 KB	+0.2%
hits_52.vortex	1.0	vortex-file-compressed	103.48 MB	103.66 MB	+182.43 KB	+0.2%
hits_42.vortex	1.0	vortex-file-compressed	221.62 MB	221.94 MB	+328.90 KB	+0.1%
hits_36.vortex	1.0	vortex-file-compressed	68.27 MB	68.36 MB	+88.52 KB	+0.1%
hits_31.vortex	1.0	vortex-file-compressed	90.05 MB	90.16 MB	+112.67 KB	+0.1%
hits_94.vortex	1.0	vortex-file-compressed	138.41 MB	138.58 MB	+171.04 KB	+0.1%
hits_69.vortex	1.0	vortex-file-compressed	122.86 MB	123.01 MB	+149.05 KB	+0.1%
hits_28.vortex	1.0	vortex-file-compressed	119.64 MB	119.77 MB	+131.33 KB	+0.1%
hits_60.vortex	1.0	vortex-file-compressed	103.08 MB	103.18 MB	+108.48 KB	+0.1%
hits_39.vortex	1.0	vortex-file-compressed	80.04 MB	80.11 MB	+77.12 KB	+0.1%
hits_87.vortex	1.0	vortex-file-compressed	172.10 MB	172.27 MB	+165.49 KB	+0.1%
hits_55.vortex	1.0	vortex-file-compressed	168.80 MB	168.95 MB	+159.91 KB	+0.1%
hits_61.vortex	1.0	vortex-file-compressed	100.99 MB	101.08 MB	+90.42 KB	+0.1%
hits_23.vortex	1.0	vortex-file-compressed	76.43 MB	76.49 MB	+59.95 KB	+0.1%
hits_18.vortex	1.0	vortex-file-compressed	104.30 MB	104.37 MB	+78.48 KB	+0.1%
hits_12.vortex	1.0	vortex-file-compressed	100.78 MB	100.85 MB	+73.51 KB	+0.1%
hits_24.vortex	1.0	vortex-file-compressed	75.95 MB	76.00 MB	+53.46 KB	+0.1%
hits_13.vortex	1.0	vortex-file-compressed	99.04 MB	99.11 MB	+69.50 KB	+0.1%
hits_6.vortex	1.0	vortex-file-compressed	93.24 MB	93.30 MB	+63.50 KB	+0.1%
hits_64.vortex	1.0	vortex-file-compressed	81.01 MB	81.06 MB	+54.18 KB	+0.1%
hits_85.vortex	1.0	vortex-file-compressed	91.49 MB	91.55 MB	+58.55 KB	+0.1%
hits_33.vortex	1.0	vortex-file-compressed	57.04 MB	57.08 MB	+36.19 KB	+0.1%
hits_83.vortex	1.0	vortex-file-compressed	89.11 MB	89.16 MB	+56.51 KB	+0.1%
hits_90.vortex	1.0	vortex-file-compressed	139.75 MB	139.84 MB	+85.26 KB	+0.1%
hits_22.vortex	1.0	vortex-file-compressed	76.86 MB	76.91 MB	+46.46 KB	+0.1%
hits_80.vortex	1.0	vortex-file-compressed	105.06 MB	105.12 MB	+62.45 KB	+0.1%
hits_3.vortex	1.0	vortex-file-compressed	141.60 MB	141.68 MB	+80.80 KB	+0.1%
hits_98.vortex	1.0	vortex-file-compressed	118.13 MB	118.19 MB	+65.80 KB	+0.1%
hits_15.vortex	1.0	vortex-file-compressed	89.08 MB	89.12 MB	+48.36 KB	+0.1%
hits_63.vortex	1.0	vortex-file-compressed	69.10 MB	69.14 MB	+37.18 KB	+0.1%
hits_49.vortex	1.0	vortex-file-compressed	75.45 MB	75.48 MB	+36.22 KB	+0.0%
hits_57.vortex	1.0	vortex-file-compressed	127.96 MB	128.01 MB	+51.72 KB	+0.0%
hits_84.vortex	1.0	vortex-file-compressed	116.85 MB	116.89 MB	+45.29 KB	+0.0%
hits_92.vortex	1.0	vortex-file-compressed	146.46 MB	146.51 MB	+52.20 KB	+0.0%
hits_81.vortex	1.0	vortex-file-compressed	100.64 MB	100.67 MB	+31.57 KB	+0.0%
hits_51.vortex	1.0	vortex-file-compressed	277.53 MB	277.61 MB	+79.29 KB	+0.0%
hits_7.vortex	1.0	vortex-file-compressed	93.88 MB	93.90 MB	+22.87 KB	+0.0%
hits_5.vortex	1.0	vortex-file-compressed	92.94 MB	92.96 MB	+19.96 KB	+0.0%
hits_54.vortex	1.0	vortex-file-compressed	221.08 MB	221.12 MB	+38.55 KB	+0.0%
hits_48.vortex	1.0	vortex-file-compressed	28.02 MB	28.03 MB	+4.83 KB	+0.0%
hits_9.vortex	1.0	vortex-file-compressed	98.99 MB	99.00 MB	+13.91 KB	+0.0%
hits_43.vortex	1.0	vortex-file-compressed	226.22 MB	226.25 MB	+30.24 KB	+0.0%
hits_4.vortex	1.0	vortex-file-compressed	108.26 MB	108.27 MB	+13.07 KB	+0.0%
hits_40.vortex	1.0	vortex-file-compressed	117.57 MB	117.58 MB	+13.70 KB	+0.0%
hits_65.vortex	1.0	vortex-file-compressed	183.40 MB	183.42 MB	+16.95 KB	+0.0%
hits_76.vortex	1.0	vortex-file-compressed	113.82 MB	113.82 MB	+4.48 KB	+0.0%
hits_96.vortex	1.0	vortex-file-compressed	135.15 MB	135.16 MB	+5.02 KB	+0.0%
hits_11.vortex	1.0	vortex-file-compressed	79.71 MB	79.71 MB	+2.63 KB	+0.0%
hits_19.vortex	1.0	vortex-file-compressed	73.25 MB	73.25 MB	+544 B	+0.0%
hits_38.vortex	1.0	vortex-file-compressed	99.01 MB	99.01 MB	1.41 KB	-0.0%
hits_95.vortex	1.0	vortex-file-compressed	96.13 MB	96.13 MB	6.19 KB	-0.0%
hits_8.vortex	1.0	vortex-file-compressed	93.25 MB	93.24 MB	6.55 KB	-0.0%
hits_32.vortex	1.0	vortex-file-compressed	66.59 MB	66.58 MB	5.86 KB	-0.0%
hits_73.vortex	1.0	vortex-file-compressed	109.47 MB	109.46 MB	11.65 KB	-0.0%
hits_26.vortex	1.0	vortex-file-compressed	109.26 MB	109.25 MB	11.70 KB	-0.0%
hits_59.vortex	1.0	vortex-file-compressed	101.60 MB	101.59 MB	11.09 KB	-0.0%
hits_72.vortex	1.0	vortex-file-compressed	84.49 MB	84.47 MB	11.96 KB	-0.0%
hits_78.vortex	1.0	vortex-file-compressed	164.15 MB	164.13 MB	28.30 KB	-0.0%
hits_86.vortex	1.0	vortex-file-compressed	69.08 MB	69.07 MB	12.74 KB	-0.0%
hits_14.vortex	1.0	vortex-file-compressed	111.12 MB	111.10 MB	20.95 KB	-0.0%
hits_82.vortex	1.0	vortex-file-compressed	99.46 MB	99.44 MB	21.60 KB	-0.0%
hits_27.vortex	1.0	vortex-file-compressed	122.40 MB	122.37 MB	29.48 KB	-0.0%
hits_35.vortex	1.0	vortex-file-compressed	114.95 MB	114.92 MB	35.04 KB	-0.0%
hits_30.vortex	1.0	vortex-file-compressed	86.76 MB	86.73 MB	28.02 KB	-0.0%
hits_47.vortex	1.0	vortex-file-compressed	41.27 MB	41.25 MB	13.69 KB	-0.0%
hits_29.vortex	1.0	vortex-file-compressed	59.39 MB	59.37 MB	20.95 KB	-0.0%
hits_74.vortex	1.0	vortex-file-compressed	119.44 MB	119.40 MB	42.48 KB	-0.0%
hits_75.vortex	1.0	vortex-file-compressed	63.25 MB	63.22 MB	24.25 KB	-0.0%
hits_34.vortex	1.0	vortex-file-compressed	97.45 MB	97.41 MB	37.82 KB	-0.0%
hits_70.vortex	1.0	vortex-file-compressed	93.44 MB	93.40 MB	38.35 KB	-0.0%
hits_77.vortex	1.0	vortex-file-compressed	168.16 MB	168.09 MB	70.55 KB	-0.0%
hits_50.vortex	1.0	vortex-file-compressed	179.23 MB	179.15 MB	86.59 KB	-0.0%
hits_46.vortex	1.0	vortex-file-compressed	69.11 MB	69.08 MB	36.78 KB	-0.1%
hits_16.vortex	1.0	vortex-file-compressed	79.33 MB	79.29 MB	42.53 KB	-0.1%
hits_41.vortex	1.0	vortex-file-compressed	223.06 MB	222.94 MB	123.84 KB	-0.1%
hits_93.vortex	1.0	vortex-file-compressed	90.22 MB	90.17 MB	51.41 KB	-0.1%
hits_0.vortex	1.0	vortex-file-compressed	89.60 MB	89.54 MB	54.03 KB	-0.1%
hits_79.vortex	1.0	vortex-file-compressed	143.82 MB	143.73 MB	97.09 KB	-0.1%
hits_44.vortex	1.0	vortex-file-compressed	185.87 MB	185.75 MB	130.15 KB	-0.1%
hits_99.vortex	1.0	vortex-file-compressed	122.81 MB	122.72 MB	92.53 KB	-0.1%
hits_2.vortex	1.0	vortex-file-compressed	186.07 MB	185.92 MB	152.52 KB	-0.1%
hits_67.vortex	1.0	vortex-file-compressed	184.11 MB	183.96 MB	153.73 KB	-0.1%
hits_1.vortex	1.0	vortex-file-compressed	138.28 MB	138.17 MB	116.33 KB	-0.1%
hits_97.vortex	1.0	vortex-compact	69.04 MB	68.98 MB	60.21 KB	-0.1%
hits_71.vortex	1.0	vortex-file-compressed	101.66 MB	101.56 MB	98.27 KB	-0.1%
hits_88.vortex	1.0	vortex-file-compressed	110.91 MB	110.80 MB	117.09 KB	-0.1%
hits_56.vortex	1.0	vortex-file-compressed	123.22 MB	123.09 MB	131.61 KB	-0.1%
hits_58.vortex	1.0	vortex-file-compressed	90.29 MB	90.19 MB	102.98 KB	-0.1%
hits_20.vortex	1.0	vortex-file-compressed	62.59 MB	62.52 MB	74.62 KB	-0.1%
hits_45.vortex	1.0	vortex-file-compressed	122.06 MB	121.90 MB	166.56 KB	-0.1%
hits_62.vortex	1.0	vortex-file-compressed	117.53 MB	117.37 MB	168.42 KB	-0.1%
hits_89.vortex	1.0	vortex-file-compressed	184.49 MB	184.23 MB	268.36 KB	-0.1%
hits_68.vortex	1.0	vortex-file-compressed	122.98 MB	122.81 MB	179.80 KB	-0.1%
hits_66.vortex	1.0	vortex-file-compressed	90.23 MB	90.08 MB	154.08 KB	-0.2%
hits_91.vortex	1.0	vortex-file-compressed	97.04 MB	96.84 MB	203.64 KB	-0.2%
hits_97.vortex	1.0	vortex-file-compressed	106.93 MB	106.71 MB	228.73 KB	-0.2%
hits_17.vortex	1.0	vortex-file-compressed	87.28 MB	87.08 MB	201.38 KB	-0.2%
hits_21.vortex	1.0	vortex-file-compressed	93.00 MB	92.77 MB	227.81 KB	-0.2%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%

Totals:

vortex-compact: 7.05 GB → 7.05 GB (+0.0%)
vortex-file-compressed: 10.98 GB → 10.98 GB (+0.0%)

github-actions · 2026-06-18T10:57:51Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.899x ✅

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 (0.899x ✅, 5↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	127894148	130674398	0.98
polarsignals_q01/datafusion:vortex-file-compressed	275826232	297319727	0.93
polarsignals_q02/datafusion:vortex-file-compressed 🚀	24615480	28591909	0.86
polarsignals_q03/datafusion:vortex-file-compressed 🚀	311903539	350845553	0.89
polarsignals_q04/datafusion:vortex-file-compressed 🚀	10710038	12633583	0.85
polarsignals_q05/datafusion:vortex-file-compressed	18341999	20133471	0.91
polarsignals_q06/datafusion:vortex-file-compressed 🚀	21153106	26124132	0.81
polarsignals_q07/datafusion:vortex-file-compressed 🚀	15594881	19296084	0.81
polarsignals_q08/datafusion:vortex-file-compressed	430896898	437644407	0.98
polarsignals_q09/datafusion:vortex-file-compressed	12978884	13056487	0.99

No file size changes detected.

github-actions · 2026-06-18T10:57:57Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.1%
Engines: DataFusion No clear signal (-3.0%, environment too noisy confidence) · DuckDB No clear signal (-1.3%, environment too noisy confidence)
Vortex (geomean): 0.971x ➖
Parquet (geomean): 0.972x ➖
Shifts: Parquet (control) -2.8% · Median polish -3.4%

How to read Verdict and Engines

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

datafusion / vortex-file-compressed (1.009x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	52715065	53598633	0.98
tpch_q02/datafusion:vortex-file-compressed	23846184	24697953	0.97
tpch_q03/datafusion:vortex-file-compressed	33319142	32817603	1.02
tpch_q04/datafusion:vortex-file-compressed	19615687	20501690	0.96
tpch_q05/datafusion:vortex-file-compressed	49857869	48457987	1.03
tpch_q06/datafusion:vortex-file-compressed	10738209	9818187	1.09
tpch_q07/datafusion:vortex-file-compressed	57356258	53169634	1.08
tpch_q08/datafusion:vortex-file-compressed	41302378	39708777	1.04
tpch_q09/datafusion:vortex-file-compressed	53756006	53899838	1.00
tpch_q10/datafusion:vortex-file-compressed	35324804	33433755	1.06
tpch_q11/datafusion:vortex-file-compressed	17387099	17017623	1.02
tpch_q12/datafusion:vortex-file-compressed	24405621	24193237	1.01
tpch_q13/datafusion:vortex-file-compressed	29080631	27282897	1.07
tpch_q14/datafusion:vortex-file-compressed	15717411	14802471	1.06
tpch_q15/datafusion:vortex-file-compressed	23510564	23416920	1.00
tpch_q16/datafusion:vortex-file-compressed	20868954	20604192	1.01
tpch_q17/datafusion:vortex-file-compressed	71233125	68575246	1.04
tpch_q18/datafusion:vortex-file-compressed	81259245	83806552	0.97
tpch_q19/datafusion:vortex-file-compressed	17942922	19023605	0.94
tpch_q20/datafusion:vortex-file-compressed	30985448	32930970	0.94
tpch_q21/datafusion:vortex-file-compressed	74153347	75830294	0.98
tpch_q22/datafusion:vortex-file-compressed	12875750	13346026	0.96

datafusion / vortex-compact (0.960x ➖, 1↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	60461558	63393533	0.95
tpch_q02/datafusion:vortex-compact	27445360	29467956	0.93
tpch_q03/datafusion:vortex-compact	34357550	37469316	0.92
tpch_q04/datafusion:vortex-compact	22557326	23844061	0.95
tpch_q05/datafusion:vortex-compact	50835216	56367775	0.90
tpch_q06/datafusion:vortex-compact	12991075	13684400	0.95
tpch_q07/datafusion:vortex-compact 🚀	58754490	65842751	0.89
tpch_q08/datafusion:vortex-compact	44672482	46279329	0.97
tpch_q09/datafusion:vortex-compact	59001139	61998077	0.95
tpch_q10/datafusion:vortex-compact	37779219	40508564	0.93
tpch_q11/datafusion:vortex-compact	18215765	19995733	0.91
tpch_q12/datafusion:vortex-compact	31567627	32494145	0.97
tpch_q13/datafusion:vortex-compact	33885753	34115821	0.99
tpch_q14/datafusion:vortex-compact	18893243	19758720	0.96
tpch_q15/datafusion:vortex-compact	31322777	32616118	0.96
tpch_q16/datafusion:vortex-compact	25575486	27105495	0.94
tpch_q17/datafusion:vortex-compact	72921557	75798594	0.96
tpch_q18/datafusion:vortex-compact	82050158	82209828	1.00
tpch_q19/datafusion:vortex-compact	41507715	40116850	1.03
tpch_q20/datafusion:vortex-compact	35875917	35068447	1.02
tpch_q21/datafusion:vortex-compact	80565351	76873179	1.05
tpch_q22/datafusion:vortex-compact	13768749	13900740	0.99

datafusion / parquet (0.967x ➖, 5↑ 2↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	132789915	105540562	1.26
tpch_q02/datafusion:parquet	64323105	69290525	0.93
tpch_q03/datafusion:parquet 🚀	78805686	90525753	0.87
tpch_q04/datafusion:parquet	48639208	50236215	0.97
tpch_q05/datafusion:parquet 🚀	95615854	108670755	0.88
tpch_q06/datafusion:parquet 🚨	44375413	37463594	1.18
tpch_q07/datafusion:parquet 🚀	105034325	116753514	0.90
tpch_q08/datafusion:parquet	102080975	103271541	0.99
tpch_q09/datafusion:parquet	131581457	132603991	0.99
tpch_q10/datafusion:parquet	120481444	125545847	0.96
tpch_q11/datafusion:parquet	44062076	45294208	0.97
tpch_q12/datafusion:parquet 🚀	73565594	85576279	0.86
tpch_q13/datafusion:parquet	203378427	209928564	0.97
tpch_q14/datafusion:parquet	47448232	46422346	1.02
tpch_q15/datafusion:parquet	62029962	63332532	0.98
tpch_q16/datafusion:parquet	45238507	49229910	0.92
tpch_q17/datafusion:parquet 🚀	139212063	166367828	0.84
tpch_q18/datafusion:parquet	160932548	175285797	0.92
tpch_q19/datafusion:parquet	82361157	76132523	1.08
tpch_q20/datafusion:parquet	74952341	80824076	0.93
tpch_q21/datafusion:parquet	155300504	152039061	1.02
tpch_q22/datafusion:parquet	45494886	48445456	0.94

datafusion / arrow (0.853x ✅, 15↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	65650577	82156476	0.80
tpch_q02/datafusion:arrow 🚀	17194969	19898583	0.86
tpch_q03/datafusion:arrow 🚀	34975645	44789567	0.78
tpch_q04/datafusion:arrow 🚀	31083662	37101935	0.84
tpch_q05/datafusion:arrow	65698515	68278722	0.96
tpch_q06/datafusion:arrow 🚀	25071961	29284761	0.86
tpch_q07/datafusion:arrow 🚀	110130690	129369622	0.85
tpch_q08/datafusion:arrow 🚀	47073261	68683339	0.69
tpch_q09/datafusion:arrow 🚀	68122084	93771140	0.73
tpch_q10/datafusion:arrow 🚀	53887525	65404923	0.82
tpch_q11/datafusion:arrow	9729871	10471511	0.93
tpch_q12/datafusion:arrow 🚀	55647881	63172567	0.88
tpch_q13/datafusion:arrow	47810128	50625712	0.94
tpch_q14/datafusion:arrow 🚀	24621655	30651479	0.80
tpch_q15/datafusion:arrow 🚀	49077232	59402163	0.83
tpch_q16/datafusion:arrow	17225094	18578112	0.93
tpch_q17/datafusion:arrow 🚀	71502743	84606531	0.85
tpch_q18/datafusion:arrow	117365362	129494414	0.91
tpch_q19/datafusion:arrow 🚀	41697984	49692280	0.84
tpch_q20/datafusion:arrow 🚀	40227926	46020234	0.87
tpch_q21/datafusion:arrow	170627623	189192270	0.90
tpch_q22/datafusion:arrow	13089493	13556474	0.97

duckdb / vortex-file-compressed (0.946x ➖, 4↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	32531027	31308990	1.04
tpch_q02/duckdb:vortex-file-compressed	27104521	26259102	1.03
tpch_q03/duckdb:vortex-file-compressed	34121374	34293585	0.99
tpch_q04/duckdb:vortex-file-compressed	29573416	29861694	0.99
tpch_q05/duckdb:vortex-file-compressed	40179101	38604695	1.04
tpch_q06/duckdb:vortex-file-compressed	8664145	8259047	1.05
tpch_q07/duckdb:vortex-file-compressed	37520237	37953574	0.99
tpch_q08/duckdb:vortex-file-compressed 🚀	38495546	42839230	0.90
tpch_q09/duckdb:vortex-file-compressed	61673443	66377549	0.93
tpch_q10/duckdb:vortex-file-compressed	43969957	47306297	0.93
tpch_q11/duckdb:vortex-file-compressed 🚀	15415782	17340953	0.89
tpch_q12/duckdb:vortex-file-compressed	23478421	25513562	0.92
tpch_q13/duckdb:vortex-file-compressed	42456756	45686712	0.93
tpch_q14/duckdb:vortex-file-compressed	22556525	24773359	0.91
tpch_q15/duckdb:vortex-file-compressed	17588226	18696740	0.94
tpch_q16/duckdb:vortex-file-compressed	30335755	31870348	0.95
tpch_q17/duckdb:vortex-file-compressed	24425147	27024820	0.90
tpch_q18/duckdb:vortex-file-compressed	56714904	59291977	0.96
tpch_q19/duckdb:vortex-file-compressed 🚀	30491970	36747436	0.83
tpch_q20/duckdb:vortex-file-compressed	34577133	37385305	0.92
tpch_q21/duckdb:vortex-file-compressed 🚀	106448676	124560274	0.85
tpch_q22/duckdb:vortex-file-compressed	18561491	19570429	0.95

duckdb / vortex-compact (0.970x ➖, 1↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	39887169	40419371	0.99
tpch_q02/duckdb:vortex-compact	34630570	36613457	0.95
tpch_q03/duckdb:vortex-compact	36205190	39308409	0.92
tpch_q04/duckdb:vortex-compact	31923126	33747267	0.95
tpch_q05/duckdb:vortex-compact	42575093	47017350	0.91
tpch_q06/duckdb:vortex-compact	11502848	11087855	1.04
tpch_q07/duckdb:vortex-compact	43226134	45864303	0.94
tpch_q08/duckdb:vortex-compact 🚀	42709950	48882667	0.87
tpch_q09/duckdb:vortex-compact	68065465	66876305	1.02
tpch_q10/duckdb:vortex-compact	46971642	48018265	0.98
tpch_q11/duckdb:vortex-compact	18437838	19041309	0.97
tpch_q12/duckdb:vortex-compact	31029292	31427320	0.99
tpch_q13/duckdb:vortex-compact	47805972	48094484	0.99
tpch_q14/duckdb:vortex-compact	27710010	27933364	0.99
tpch_q15/duckdb:vortex-compact	20460723	20796794	0.98
tpch_q16/duckdb:vortex-compact	34400346	33993035	1.01
tpch_q17/duckdb:vortex-compact	30222058	30289849	1.00
tpch_q18/duckdb:vortex-compact	55696716	55464063	1.00
tpch_q19/duckdb:vortex-compact	35024975	35329544	0.99
tpch_q20/duckdb:vortex-compact	41712925	42396184	0.98
tpch_q21/duckdb:vortex-compact	109605488	118920937	0.92
tpch_q22/duckdb:vortex-compact	19631405	20358381	0.96

duckdb / parquet (0.978x ➖, 1↑ 1↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	77494980	80897782	0.96
tpch_q02/duckdb:parquet	41171673	43001673	0.96
tpch_q03/duckdb:parquet	72296361	75813514	0.95
tpch_q04/duckdb:parquet	51246363	54908743	0.93
tpch_q05/duckdb:parquet	70116399	74484695	0.94
tpch_q06/duckdb:parquet	22968822	23831727	0.96
tpch_q07/duckdb:parquet	85490693	83428678	1.02
tpch_q08/duckdb:parquet 🚀	85011528	94695392	0.90
tpch_q09/duckdb:parquet	162220896	155527375	1.04
tpch_q10/duckdb:parquet	131478368	132650876	0.99
tpch_q11/duckdb:parquet	23387067	23278870	1.00
tpch_q12/duckdb:parquet	48374024	49794343	0.97
tpch_q13/duckdb:parquet	269729886	290689593	0.93
tpch_q14/duckdb:parquet	52540632	54408290	0.97
tpch_q15/duckdb:parquet	26531405	27725531	0.96
tpch_q16/duckdb:parquet	60170509	63297795	0.95
tpch_q17/duckdb:parquet	58039541	59898053	0.97
tpch_q18/duckdb:parquet	121142458	124050298	0.98
tpch_q19/duckdb:parquet 🚨	92416590	76311506	1.21
tpch_q20/duckdb:parquet	67010175	66971230	1.00
tpch_q21/duckdb:parquet	192580300	201238472	0.96
tpch_q22/duckdb:parquet	54882271	55221897	0.99

duckdb / duckdb (0.980x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	18487711	18541967	1.00
tpch_q02/duckdb:duckdb	15670691	15804236	0.99
tpch_q03/duckdb:duckdb	23716537	24649037	0.96
tpch_q04/duckdb:duckdb	22910336	24790366	0.92
tpch_q05/duckdb:duckdb	24673104	26079148	0.95
tpch_q06/duckdb:duckdb	7603380	7582846	1.00
tpch_q07/duckdb:duckdb	26783802	28156228	0.95
tpch_q08/duckdb:duckdb	25264421	26504198	0.95
tpch_q09/duckdb:duckdb	60841353	66033990	0.92
tpch_q10/duckdb:duckdb	54097695	54979668	0.98
tpch_q11/duckdb:duckdb	7713909	8172649	0.94
tpch_q12/duckdb:duckdb	18553409	19856772	0.93
tpch_q13/duckdb:duckdb	42170818	43633838	0.97
tpch_q14/duckdb:duckdb	22481673	23735413	0.95
tpch_q15/duckdb:duckdb	14183991	14417267	0.98
tpch_q16/duckdb:duckdb	27350616	26940434	1.02
tpch_q17/duckdb:duckdb	16917290	16225667	1.04
tpch_q18/duckdb:duckdb	42435574	41100448	1.03
tpch_q19/duckdb:duckdb	32409235	32062053	1.01
tpch_q20/duckdb:duckdb	26210607	25690174	1.02
tpch_q21/duckdb:duckdb	64218066	63214975	1.02
tpch_q22/duckdb:duckdb	26604126	25698630	1.04

File Size Changes (9 files changed, -0.1% overall, 4↑ 5↓)

File	Scale	Format	Base	HEAD	Change	%
part_0.vortex	1.0	vortex-file-compressed	4.94 MB	4.99 MB	+50.45 KB	+1.0%
customer_0.vortex	1.0	vortex-file-compressed	8.89 MB	8.91 MB	+19.14 KB	+0.2%
lineitem_1.vortex	1.0	vortex-file-compressed	81.99 MB	82.12 MB	+132.51 KB	+0.2%
partsupp_0.vortex	1.0	vortex-file-compressed	23.69 MB	23.73 MB	+36.62 KB	+0.2%
lineitem_0.vortex	1.0	vortex-file-compressed	82.18 MB	82.07 MB	104.13 KB	-0.1%
orders_0.vortex	1.0	vortex-file-compressed	35.48 MB	35.33 MB	159.09 KB	-0.4%
part_0.vortex	1.0	vortex-compact	3.35 MB	3.32 MB	25.80 KB	-0.8%
partsupp_0.vortex	1.0	vortex-compact	21.23 MB	20.96 MB	274.88 KB	-1.3%
supplier_0.vortex	1.0	vortex-file-compressed	616.45 KB	604.28 KB	12.17 KB	-2.0%

Totals:

vortex-compact: 190.54 MB → 190.24 MB (-0.2%)
vortex-file-compressed: 238.05 MB → 238.01 MB (-0.0%)

github-actions · 2026-06-18T10:58:10Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.7%
Engines: DataFusion No clear signal (+0.9%, environment too noisy confidence) · DuckDB No clear signal (+4.6%, environment too noisy confidence)
Vortex (geomean): 0.998x ➖
Parquet (geomean): 0.971x ➖
Shifts: Parquet (control) -2.9% · Median polish +2.4%

How to read Verdict and Engines

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

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

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	90274045	58393507	1.55
fineweb_q01/datafusion:vortex-file-compressed	685891300	880739759	0.78
fineweb_q02/datafusion:vortex-file-compressed	655871222	797740067	0.82
fineweb_q03/datafusion:vortex-file-compressed	1313859646	1211170986	1.08
fineweb_q04/datafusion:vortex-file-compressed	1175523629	1188820083	0.99
fineweb_q05/datafusion:vortex-file-compressed	1113239358	1110516873	1.00
fineweb_q06/datafusion:vortex-file-compressed	1718899297	1350656765	1.27
fineweb_q07/datafusion:vortex-file-compressed	1213973978	1293609947	0.94
fineweb_q08/datafusion:vortex-file-compressed	546111540	559129937	0.98

datafusion / vortex-compact (0.943x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	40524234	56201623	0.72
fineweb_q01/datafusion:vortex-compact	853731145	787909145	1.08
fineweb_q02/datafusion:vortex-compact	1091635185	929074133	1.17
fineweb_q03/datafusion:vortex-compact	1381223667	1390410718	0.99
fineweb_q04/datafusion:vortex-compact	1664238845	1599037412	1.04
fineweb_q05/datafusion:vortex-compact	1381617589	1370792767	1.01
fineweb_q06/datafusion:vortex-compact	1432175753	1962842526	0.73
fineweb_q07/datafusion:vortex-compact	1293885600	1290082914	1.00
fineweb_q08/datafusion:vortex-compact	454921767	539534773	0.84

datafusion / parquet (0.974x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1459941885	1713571639	0.85
fineweb_q01/datafusion:parquet	2845468722	2530722607	1.12
fineweb_q02/datafusion:parquet	2223953873	2702919015	0.82
fineweb_q03/datafusion:parquet	2259179890	2470538523	0.91
fineweb_q04/datafusion:parquet	2349738541	2672985725	0.88
fineweb_q05/datafusion:parquet	2678456453	2425438687	1.10
fineweb_q06/datafusion:parquet	2350220631	2588074070	0.91
fineweb_q07/datafusion:parquet	2628159808	2245268740	1.17
fineweb_q08/datafusion:parquet	2595629140	2447511774	1.06

duckdb / vortex-file-compressed (1.060x ➖, 0↑ 1↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	90494876	81819895	1.11
fineweb_q01/duckdb:vortex-file-compressed 🚨	1114894104	752643912	1.48
fineweb_q02/duckdb:vortex-file-compressed	633195611	759809092	0.83
fineweb_q03/duckdb:vortex-file-compressed	1621664378	1490846805	1.09
fineweb_q04/duckdb:vortex-file-compressed	1494666990	1446223573	1.03
fineweb_q05/duckdb:vortex-file-compressed	1445833129	1314499055	1.10
fineweb_q06/duckdb:vortex-file-compressed	1669247477	1808428252	0.92
fineweb_q07/duckdb:vortex-file-compressed	1597119946	1446414671	1.10
fineweb_q08/duckdb:vortex-file-compressed	632104048	644567442	0.98

duckdb / vortex-compact (0.969x ➖, 0↑ 1↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	85367116	94840250	0.90
fineweb_q01/duckdb:vortex-compact	632626786	748603539	0.85
fineweb_q02/duckdb:vortex-compact	733721749	992612989	0.74
fineweb_q03/duckdb:vortex-compact	1696341073	1670331769	1.02
fineweb_q04/duckdb:vortex-compact	1808336064	1749558495	1.03
fineweb_q05/duckdb:vortex-compact	1601972550	1550415339	1.03
fineweb_q06/duckdb:vortex-compact	1594070036	1859042335	0.86
fineweb_q07/duckdb:vortex-compact	1511287034	1413389884	1.07
fineweb_q08/duckdb:vortex-compact 🚨	631778066	470304850	1.34

duckdb / parquet (0.969x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1251805515	1266257335	0.99
fineweb_q01/duckdb:parquet	1599363629	1557916660	1.03
fineweb_q02/duckdb:parquet	1522197797	1405284651	1.08
fineweb_q03/duckdb:parquet	4243680733	4362663280	0.97
fineweb_q04/duckdb:parquet	2315254616	2299191770	1.01
fineweb_q05/duckdb:parquet	2240767504	2628017661	0.85
fineweb_q06/duckdb:parquet	4740287119	4808131289	0.99
fineweb_q07/duckdb:parquet	3030737998	3176798030	0.95
fineweb_q08/duckdb:parquet	1240118623	1421506257	0.87

github-actions · 2026-06-18T10:58:10Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.3%
Engines: DataFusion No clear signal (+0.5%, low confidence) · DuckDB No clear signal (+6.2%, low confidence)
Vortex (geomean): 0.928x ➖
Parquet (geomean): 0.898x ✅
Shifts: Parquet (control) -10.2% · Median polish -10.3%

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 (0.889x ✅, 6↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	4980860	5817646	0.86
fineweb_q01/datafusion:vortex-file-compressed	33637248	33701853	1.00
fineweb_q02/datafusion:vortex-file-compressed 🚀	37487563	45883463	0.82
fineweb_q03/datafusion:vortex-file-compressed 🚀	56864052	68461223	0.83
fineweb_q04/datafusion:vortex-file-compressed 🚀	275168836	308657261	0.89
fineweb_q05/datafusion:vortex-file-compressed	223656249	238215563	0.94
fineweb_q06/datafusion:vortex-file-compressed 🚀	48788977	55781133	0.87
fineweb_q07/datafusion:vortex-file-compressed	54178624	59496227	0.91
fineweb_q08/datafusion:vortex-file-compressed 🚀	22190467	24780763	0.90

datafusion / vortex-compact (0.888x ✅, 6↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	5530860	6443928	0.86
fineweb_q01/datafusion:vortex-compact	97003039	105220320	0.92
fineweb_q02/datafusion:vortex-compact 🚀	102276004	117095680	0.87
fineweb_q03/datafusion:vortex-compact 🚀	862885596	965465261	0.89
fineweb_q04/datafusion:vortex-compact 🚀	919264005	1027593087	0.89
fineweb_q05/datafusion:vortex-compact 🚀	805602829	934825792	0.86
fineweb_q06/datafusion:vortex-compact	469748569	518852525	0.91
fineweb_q07/datafusion:vortex-compact	481671303	531919011	0.91
fineweb_q08/datafusion:vortex-compact 🚀	21092297	24100193	0.88

datafusion / parquet (0.884x ✅, 7↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	6387411	7414110	0.86
fineweb_q01/datafusion:parquet 🚀	292410158	332582256	0.88
fineweb_q02/datafusion:parquet 🚀	291924801	327910578	0.89
fineweb_q03/datafusion:parquet	286126511	309214731	0.93
fineweb_q04/datafusion:parquet 🚀	303806987	344721022	0.88
fineweb_q05/datafusion:parquet 🚀	294147667	352392371	0.83
fineweb_q06/datafusion:parquet 🚀	287663843	319667874	0.90
fineweb_q07/datafusion:parquet	282770025	313746503	0.90
fineweb_q08/datafusion:parquet 🚀	277939395	313632014	0.89

duckdb / vortex-file-compressed (0.972x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3610198	3689605	0.98
fineweb_q01/duckdb:vortex-file-compressed	33760995	34672349	0.97
fineweb_q02/duckdb:vortex-file-compressed	41662556	41977272	0.99
fineweb_q03/duckdb:vortex-file-compressed	111401668	114783622	0.97
fineweb_q04/duckdb:vortex-file-compressed	266543482	276255777	0.96
fineweb_q05/duckdb:vortex-file-compressed	212349576	224699500	0.95
fineweb_q06/duckdb:vortex-file-compressed	53145747	53791568	0.99
fineweb_q07/duckdb:vortex-file-compressed	54231428	55398077	0.98
fineweb_q08/duckdb:vortex-file-compressed	20729081	21596411	0.96

duckdb / vortex-compact (0.965x ➖, 1↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4130731	4445227	0.93
fineweb_q01/duckdb:vortex-compact 🚀	101063189	113147588	0.89
fineweb_q02/duckdb:vortex-compact	111877763	112968194	0.99
fineweb_q03/duckdb:vortex-compact	853971311	867075189	0.98
fineweb_q04/duckdb:vortex-compact	893760402	900690492	0.99
fineweb_q05/duckdb:vortex-compact	800435815	813589693	0.98
fineweb_q06/duckdb:vortex-compact	463096096	460113914	1.01
fineweb_q07/duckdb:vortex-compact	474746917	478845997	0.99
fineweb_q08/duckdb:vortex-compact	18973127	20592850	0.92

duckdb / parquet (0.912x ➖, 2↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚀	30030519	35036395	0.86
fineweb_q01/duckdb:parquet	83903498	93178201	0.90
fineweb_q02/duckdb:parquet	85312956	94779534	0.90
fineweb_q03/duckdb:parquet	316697409	349337347	0.91
fineweb_q04/duckdb:parquet	447571644	483299344	0.93
fineweb_q05/duckdb:parquet	415905210	443771531	0.94
fineweb_q06/duckdb:parquet	204315915	215517562	0.95
fineweb_q07/duckdb:parquet	215492943	226471469	0.95
fineweb_q08/duckdb:parquet 🚀	32831330	36988172	0.89

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

File	Scale	Format	Base	HEAD	Change	%
sample.vortex	1.0	vortex-file-compressed	1.43 GB	1.43 GB	+740.64 KB	+0.0%

Totals:

vortex-compact: 1.23 GB → 1.23 GB (0.0%)
vortex-file-compressed: 1.43 GB → 1.43 GB (+0.0%)

github-actions · 2026-06-18T11:01:33Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.0%
Engines: DuckDB No clear signal (+1.0%, low confidence)
Vortex (geomean): 1.001x ➖
Parquet (geomean): 0.991x ➖
Shifts: Parquet (control) -0.9% · Median polish -0.7%

How to read Verdict and Engines

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

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

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11795377	11867863	0.99
statpopgen_q01/duckdb:vortex-file-compressed	26104041	27393722	0.95
statpopgen_q02/duckdb:vortex-file-compressed	535125709	524694736	1.02
statpopgen_q03/duckdb:vortex-file-compressed	1030368046	1032276386	1.00
statpopgen_q04/duckdb:vortex-file-compressed	1029520873	1045374122	0.98
statpopgen_q05/duckdb:vortex-file-compressed	483323458	447822032	1.08
statpopgen_q06/duckdb:vortex-file-compressed	1535336380	1533665628	1.00
statpopgen_q07/duckdb:vortex-file-compressed	190877240	187028547	1.02
statpopgen_q08/duckdb:vortex-file-compressed	224034197	228887502	0.98
statpopgen_q09/duckdb:vortex-file-compressed	809931105	835516006	0.97
statpopgen_q10/duckdb:vortex-file-compressed	2532337840	2545167285	0.99

duckdb / vortex-compact (1.003x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11922523	11464802	1.04
statpopgen_q01/duckdb:vortex-compact	217089676	214127463	1.01
statpopgen_q02/duckdb:vortex-compact	556967764	559558677	1.00
statpopgen_q03/duckdb:vortex-compact	1135722109	1152974433	0.99
statpopgen_q04/duckdb:vortex-compact	1149837838	1161278905	0.99
statpopgen_q05/duckdb:vortex-compact	566907903	560035642	1.01
statpopgen_q06/duckdb:vortex-compact	1484932833	1497794018	0.99
statpopgen_q07/duckdb:vortex-compact	866769225	872234410	0.99
statpopgen_q08/duckdb:vortex-compact	906157561	901863572	1.00
statpopgen_q09/duckdb:vortex-compact	926564447	913135647	1.01
statpopgen_q10/duckdb:vortex-compact	2584928631	2604373256	0.99

duckdb / parquet (0.991x ➖, 0↑ 0↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	303641317	302850670	1.00
statpopgen_q01/duckdb:parquet	387301440	380446219	1.02
statpopgen_q02/duckdb:parquet	748809492	763559544	0.98
statpopgen_q03/duckdb:parquet	1179561838	1187700158	0.99
statpopgen_q04/duckdb:parquet	1199651008	1179106301	1.02
statpopgen_q05/duckdb:parquet	804165947	811499294	0.99
statpopgen_q06/duckdb:parquet	1424721570	1450978938	0.98
statpopgen_q07/duckdb:parquet	841126176	867554313	0.97
statpopgen_q08/duckdb:parquet	855578308	871151982	0.98
statpopgen_q09/duckdb:parquet	1004029230	1017757136	0.99
statpopgen_q10/duckdb:parquet	2201923603	2249388106	0.98

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

File	Scale	Format	Base	HEAD	Change	%
gnomad.genomes.v3.1.2.hgdp_tgp.chr21.vortex	100000	vortex-file-compressed	1.96 GB	1.96 GB	+155.05 KB	+0.0%

Totals:

vortex-compact: 959.62 MB → 959.62 MB (0.0%)
vortex-file-compressed: 1.96 GB → 1.96 GB (+0.0%)

github-actions · 2026-06-18T19:40:30Z

Benchmarks: Random Access

Vortex (geomean): 1.097x ➖
Parquet (geomean): 1.081x ➖

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 (1.102x ❌, 0↑ 12↓)

name	PR `9b72179` (ns)	base `aef6307` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚨	1662887	366047	4.54
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1106970	1040514	1.06
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8668199759	8305529871	1.04
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8639299678	8139336024	1.06
random-access/feature-vectors/correlated/vortex-tokio-local-disk 🚨	4722655	3106687	1.52
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚨	3080362	2656202	1.16
random-access/feature-vectors/uniform/lance-tokio-local-disk	1259594	1206627	1.04
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	1972873	1874795	1.05
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8730073119	8182668933	1.07
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8697571542	8190017264	1.06
random-access/feature-vectors/uniform/vortex-tokio-local-disk 🚨	3826469	3476866	1.10
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer 🚨	6491640	5832047	1.11
random-access/lance-tokio-local-disk	660847	632022	1.05
random-access/lance-tokio-local-disk-footer	1354969	1278559	1.06
random-access/nested-lists/correlated/lance-tokio-local-disk	249178	238437	1.05
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	600266	578415	1.04
random-access/nested-lists/correlated/parquet-tokio-local-disk	135945035	131098938	1.04
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	133649414	129305949	1.03
random-access/nested-lists/correlated/vortex-tokio-local-disk	538334	494315	1.09
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚨	684185	600248	1.14
random-access/nested-lists/uniform/lance-tokio-local-disk	1053177	1039535	1.01
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1429340	1389669	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk	133800967	130245695	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	135151843	127730142	1.06
random-access/nested-lists/uniform/vortex-tokio-local-disk	2094059	1915110	1.09
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2215246	2036163	1.09
random-access/nested-structs/correlated/lance-tokio-local-disk	382993	367373	1.04
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	571764	548125	1.04
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	25576368	22377287	1.14
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	25450851	21909777	1.16
random-access/nested-structs/correlated/vortex-tokio-local-disk	618899	578193	1.07
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 🚨	814479	705139	1.16
random-access/nested-structs/uniform/lance-tokio-local-disk	2817400	2739187	1.03
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2965914	2872250	1.03
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚨	25605789	21521687	1.19
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚨	25616739	22171543	1.16
random-access/nested-structs/uniform/vortex-tokio-local-disk	1530653	1426600	1.07
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer 🚨	1734454	1533396	1.13
random-access/parquet-tokio-local-disk	177642876	165512601	1.07
random-access/parquet-tokio-local-disk-footer	177673994	165200902	1.08
random-access/taxi/correlated/lance-tokio-local-disk	978805	933707	1.05
random-access/taxi/correlated/lance-tokio-local-disk-footer	1970020	1812333	1.09
random-access/taxi/correlated/parquet-tokio-local-disk	266874911	248076584	1.08
random-access/taxi/correlated/parquet-tokio-local-disk-footer	266990720	248983482	1.07
random-access/taxi/correlated/vortex-tokio-local-disk	1237371	1268959	0.98
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1839541	1693490	1.09
random-access/taxi/uniform/lance-tokio-local-disk	9646349	9731589	0.99
random-access/taxi/uniform/lance-tokio-local-disk-footer	10357360	10343110	1.00
random-access/taxi/uniform/parquet-tokio-local-disk	284114730	264457203	1.07
random-access/taxi/uniform/parquet-tokio-local-disk-footer	284278003	266848765	1.07
random-access/taxi/uniform/vortex-tokio-local-disk	3606523	3623582	1.00
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4499152	4242835	1.06
random-access/vortex-tokio-local-disk	742865	766877	0.97
random-access/vortex-tokio-local-disk-footer	1180214	1147009	1.03

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

Signed-off-by: Robert Kruszewski <github@robertk.io>

joseph-isaacs requested a review from AdamGS June 18, 2026 10:47

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Jun 18, 2026

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joseph-isaacs marked this pull request as ready for review June 18, 2026 10:48

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AdamGS reviewed Jun 18, 2026

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Polar Signals Profiling Results

Latest Run

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Benchmarks: Compression

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Merging this PR will not alter performance

Performance Changes

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Benchmarks: Appian on NVME

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Benchmarks: TPC-H SF=10 on S3

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Benchmarks: TPC-H SF=1 on S3

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Benchmarks: TPC-H SF=10 on NVME

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Benchmarks: TPC-DS SF=1 on NVME

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Benchmarks: Clickbench on NVME

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Benchmarks: PolarSignals Profiling

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Benchmarks: TPC-H SF=1 on NVME

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Benchmarks: FineWeb S3

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Benchmarks: FineWeb NVMe

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Benchmarks: Statistical and Population Genetics

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Benchmarks: Random Access

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